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

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Computing prototypes: 100%|████████████| 150/150 [01:15<00:00,  1.98it/s, identities=1074]
Prototypes computed: 1074 identities from 150 batches
Computing per-identity cosine statistics for teacher-loss normalisation...

Computing cos stats :   0%|                                       | 0/150 [00:00<?, ?it/s]
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Computing cos stats :  29%|████          | 43/150 [00:18<00:45,  2.33it/s, identities=797]
Computing cos stats :  29%|████          | 43/150 [00:19<00:45,  2.33it/s, identities=805]
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Computing cos stats :  30%|████▏         | 45/150 [00:19<00:46,  2.28it/s, identities=815]
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Computing cos stats :  31%|████▎         | 46/150 [00:20<00:45,  2.29it/s, identities=820]
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Computing cos stats :  31%|████▍         | 47/150 [00:21<00:44,  2.33it/s, identities=834]
Computing cos stats :  32%|████▍         | 48/150 [00:21<00:43,  2.37it/s, identities=834]
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Computing cos stats :  33%|████▌         | 49/150 [00:21<00:42,  2.38it/s, identities=841]
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Computing cos stats :  33%|████▋         | 50/150 [00:21<00:42,  2.35it/s, identities=845]
Computing cos stats :  33%|████▋         | 50/150 [00:22<00:42,  2.35it/s, identities=848]
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Computing cos stats :  35%|████▊         | 52/150 [00:22<00:42,  2.32it/s, identities=855]
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Computing cos stats :  36%|█████         | 54/150 [00:23<00:40,  2.38it/s, identities=867]
Computing cos stats :  36%|█████         | 54/150 [00:24<00:40,  2.38it/s, identities=875]
Computing cos stats :  37%|█████▏        | 55/150 [00:24<00:40,  2.35it/s, identities=875]
Computing cos stats :  37%|█████▏        | 55/150 [00:24<00:40,  2.35it/s, identities=879]
Computing cos stats :  37%|█████▏        | 56/150 [00:24<00:40,  2.31it/s, identities=879]
Computing cos stats :  37%|█████▏        | 56/150 [00:24<00:40,  2.31it/s, identities=884]
Computing cos stats :  38%|█████▎        | 57/150 [00:24<00:40,  2.30it/s, identities=884]
Computing cos stats :  38%|█████▎        | 57/150 [00:25<00:40,  2.30it/s, identities=887]
Computing cos stats :  39%|█████▍        | 58/150 [00:25<00:40,  2.29it/s, identities=887]
Computing cos stats :  39%|█████▍        | 58/150 [00:25<00:40,  2.29it/s, identities=890]
Computing cos stats :  39%|█████▌        | 59/150 [00:25<00:39,  2.28it/s, identities=890]
Computing cos stats :  39%|█████▌        | 59/150 [00:26<00:39,  2.28it/s, identities=901]
Computing cos stats :  40%|█████▌        | 60/150 [00:26<00:39,  2.28it/s, identities=901]
Computing cos stats :  40%|█████▌        | 60/150 [00:26<00:39,  2.28it/s, identities=906]
Computing cos stats :  41%|█████▋        | 61/150 [00:26<00:39,  2.23it/s, identities=906]
Computing cos stats :  41%|█████▋        | 61/150 [00:27<00:39,  2.23it/s, identities=910]
Computing cos stats :  41%|█████▊        | 62/150 [00:27<00:38,  2.27it/s, identities=910]
Computing cos stats :  41%|█████▊        | 62/150 [00:27<00:38,  2.27it/s, identities=916]
Computing cos stats :  42%|█████▉        | 63/150 [00:27<00:38,  2.27it/s, identities=916]
Computing cos stats :  42%|█████▉        | 63/150 [00:28<00:38,  2.27it/s, identities=917]
Computing cos stats :  43%|█████▉        | 64/150 [00:28<00:37,  2.30it/s, identities=917]
Computing cos stats :  43%|█████▉        | 64/150 [00:28<00:37,  2.30it/s, identities=922]
Computing cos stats :  43%|██████        | 65/150 [00:28<00:36,  2.31it/s, identities=922]
Computing cos stats :  43%|██████        | 65/150 [00:28<00:36,  2.31it/s, identities=924]
Computing cos stats :  44%|██████▏       | 66/150 [00:28<00:36,  2.30it/s, identities=924]
Computing cos stats :  44%|██████▏       | 66/150 [00:29<00:36,  2.30it/s, identities=932]
Computing cos stats :  45%|██████▎       | 67/150 [00:29<00:36,  2.29it/s, identities=932]
Computing cos stats :  45%|██████▎       | 67/150 [00:29<00:36,  2.29it/s, identities=936]
Computing cos stats :  45%|██████▎       | 68/150 [00:29<00:34,  2.36it/s, identities=936]
Computing cos stats :  45%|██████▎       | 68/150 [00:30<00:34,  2.36it/s, identities=942]
Computing cos stats :  46%|██████▍       | 69/150 [00:30<00:34,  2.35it/s, identities=942]
Computing cos stats :  46%|██████▍       | 69/150 [00:30<00:34,  2.35it/s, identities=951]
Computing cos stats :  47%|██████▌       | 70/150 [00:30<00:34,  2.32it/s, identities=951]
Computing cos stats :  47%|██████▌       | 70/150 [00:31<00:34,  2.32it/s, identities=956]
Computing cos stats :  47%|██████▋       | 71/150 [00:31<00:34,  2.30it/s, identities=956]
Computing cos stats :  47%|██████▋       | 71/150 [00:31<00:34,  2.30it/s, identities=963]
Computing cos stats :  48%|██████▋       | 72/150 [00:31<00:33,  2.31it/s, identities=963]
Computing cos stats :  48%|██████▋       | 72/150 [00:31<00:33,  2.31it/s, identities=965]
Computing cos stats :  49%|██████▊       | 73/150 [00:31<00:34,  2.23it/s, identities=965]
Computing cos stats :  49%|██████▊       | 73/150 [00:32<00:34,  2.23it/s, identities=968]
Computing cos stats :  49%|██████▉       | 74/150 [00:32<00:34,  2.22it/s, identities=968]
Computing cos stats :  49%|██████▉       | 74/150 [00:32<00:34,  2.22it/s, identities=973]
Computing cos stats :  50%|███████       | 75/150 [00:32<00:34,  2.17it/s, identities=973]
Computing cos stats :  50%|███████       | 75/150 [00:33<00:34,  2.17it/s, identities=978]
Computing cos stats :  51%|███████       | 76/150 [00:33<00:34,  2.14it/s, identities=978]
Computing cos stats :  51%|███████       | 76/150 [00:33<00:34,  2.14it/s, identities=986]
Computing cos stats :  51%|███████▏      | 77/150 [00:33<00:33,  2.21it/s, identities=986]
Computing cos stats :  51%|███████▏      | 77/150 [00:34<00:33,  2.21it/s, identities=989]
Computing cos stats :  52%|███████▎      | 78/150 [00:34<00:32,  2.21it/s, identities=989]
Computing cos stats :  52%|███████▎      | 78/150 [00:34<00:32,  2.21it/s, identities=992]
Computing cos stats :  53%|███████▎      | 79/150 [00:34<00:31,  2.25it/s, identities=992]
Computing cos stats :  53%|███████▎      | 79/150 [00:35<00:31,  2.25it/s, identities=993]
Computing cos stats :  53%|███████▍      | 80/150 [00:35<00:30,  2.29it/s, identities=993]
Computing cos stats :  53%|███████▍      | 80/150 [00:35<00:30,  2.29it/s, identities=994]
Computing cos stats :  54%|███████▌      | 81/150 [00:35<00:30,  2.30it/s, identities=994]
Computing cos stats :  54%|███████▌      | 81/150 [00:35<00:30,  2.30it/s, identities=997]
Computing cos stats :  55%|███████▋      | 82/150 [00:35<00:29,  2.31it/s, identities=997]
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Computing cos stats :  55%|███████▋      | 83/150 [00:36<00:29,  2.29it/s, identities=999]
Computing cos stats :  55%|███████▏     | 83/150 [00:36<00:29,  2.29it/s, identities=1001]
Computing cos stats :  56%|███████▎     | 84/150 [00:36<00:28,  2.31it/s, identities=1001]
Computing cos stats :  56%|███████▎     | 84/150 [00:37<00:28,  2.31it/s, identities=1002]
Computing cos stats :  57%|███████▎     | 85/150 [00:37<00:28,  2.30it/s, identities=1002]
Computing cos stats :  57%|███████▎     | 85/150 [00:37<00:28,  2.30it/s, identities=1004]
Computing cos stats :  57%|███████▍     | 86/150 [00:37<00:27,  2.33it/s, identities=1004]
Computing cos stats :  57%|███████▍     | 86/150 [00:38<00:27,  2.33it/s, identities=1008]
Computing cos stats :  58%|███████▌     | 87/150 [00:38<00:27,  2.31it/s, identities=1008]
Computing cos stats :  58%|███████▌     | 87/150 [00:38<00:27,  2.31it/s, identities=1010]
Computing cos stats :  59%|███████▋     | 88/150 [00:38<00:27,  2.28it/s, identities=1010]
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Computing cos stats :  59%|███████▋     | 89/150 [00:38<00:26,  2.29it/s, identities=1011]
Computing cos stats :  59%|███████▋     | 89/150 [00:39<00:26,  2.29it/s, identities=1014]
Computing cos stats :  60%|███████▊     | 90/150 [00:39<00:25,  2.31it/s, identities=1014]
Computing cos stats :  60%|███████▊     | 90/150 [00:39<00:25,  2.31it/s, identities=1015]
Computing cos stats :  61%|███████▉     | 91/150 [00:39<00:25,  2.35it/s, identities=1015]
Computing cos stats :  61%|███████▉     | 91/150 [00:40<00:25,  2.35it/s, identities=1017]
Computing cos stats :  61%|███████▉     | 92/150 [00:40<00:24,  2.41it/s, identities=1017]
Computing cos stats :  61%|███████▉     | 92/150 [00:40<00:24,  2.41it/s, identities=1019]
Computing cos stats :  62%|████████     | 93/150 [00:40<00:24,  2.36it/s, identities=1019]
Computing cos stats :  62%|████████     | 93/150 [00:41<00:24,  2.36it/s, identities=1021]
Computing cos stats :  63%|████████▏    | 94/150 [00:41<00:24,  2.33it/s, identities=1021]
Computing cos stats :  63%|████████▏    | 94/150 [00:41<00:24,  2.33it/s, identities=1025]
Computing cos stats :  63%|████████▏    | 95/150 [00:41<00:23,  2.29it/s, identities=1025]
Computing cos stats :  63%|████████▏    | 95/150 [00:41<00:23,  2.29it/s, identities=1027]
Computing cos stats :  64%|████████▎    | 96/150 [00:41<00:23,  2.30it/s, identities=1027]
Computing cos stats :  64%|████████▎    | 96/150 [00:42<00:23,  2.30it/s, identities=1030]
Computing cos stats :  65%|████████▍    | 97/150 [00:42<00:22,  2.32it/s, identities=1030]
Computing cos stats :  65%|████████▍    | 97/150 [00:42<00:22,  2.32it/s, identities=1031]
Computing cos stats :  65%|████████▍    | 98/150 [00:42<00:22,  2.33it/s, identities=1031]
Computing cos stats :  65%|████████▍    | 98/150 [00:43<00:22,  2.33it/s, identities=1034]
Computing cos stats :  66%|████████▌    | 99/150 [00:43<00:22,  2.31it/s, identities=1034]
Computing cos stats :  66%|████████▌    | 99/150 [00:43<00:22,  2.31it/s, identities=1038]
Computing cos stats :  67%|████████    | 100/150 [00:43<00:21,  2.30it/s, identities=1038]
Computing cos stats :  67%|████████    | 100/150 [00:44<00:21,  2.30it/s, identities=1042]
Computing cos stats :  67%|████████    | 101/150 [00:44<00:21,  2.27it/s, identities=1042]
Computing cos stats :  67%|████████    | 101/150 [00:44<00:21,  2.27it/s, identities=1042]
Computing cos stats :  68%|████████▏   | 102/150 [00:44<00:20,  2.29it/s, identities=1042]
Computing cos stats :  68%|████████▏   | 102/150 [00:45<00:20,  2.29it/s, identities=1042]
Computing cos stats :  69%|████████▏   | 103/150 [00:45<00:20,  2.28it/s, identities=1042]
Computing cos stats :  69%|████████▏   | 103/150 [00:45<00:20,  2.28it/s, identities=1042]
Computing cos stats :  69%|████████▎   | 104/150 [00:45<00:20,  2.28it/s, identities=1042]
Computing cos stats :  69%|████████▎   | 104/150 [00:45<00:20,  2.28it/s, identities=1042]
Computing cos stats :  70%|████████▍   | 105/150 [00:45<00:19,  2.27it/s, identities=1042]
Computing cos stats :  70%|████████▍   | 105/150 [00:46<00:19,  2.27it/s, identities=1043]
Computing cos stats :  71%|████████▍   | 106/150 [00:46<00:19,  2.29it/s, identities=1043]
Computing cos stats :  71%|████████▍   | 106/150 [00:46<00:19,  2.29it/s, identities=1045]
Computing cos stats :  71%|████████▌   | 107/150 [00:46<00:18,  2.28it/s, identities=1045]
Computing cos stats :  71%|████████▌   | 107/150 [00:47<00:18,  2.28it/s, identities=1047]
Computing cos stats :  72%|████████▋   | 108/150 [00:47<00:18,  2.32it/s, identities=1047]
Computing cos stats :  72%|████████▋   | 108/150 [00:47<00:18,  2.32it/s, identities=1048]
Computing cos stats :  73%|████████▋   | 109/150 [00:47<00:17,  2.32it/s, identities=1048]
Computing cos stats :  73%|████████▋   | 109/150 [00:48<00:17,  2.32it/s, identities=1049]
Computing cos stats :  73%|████████▊   | 110/150 [00:48<00:17,  2.35it/s, identities=1049]
Computing cos stats :  73%|████████▊   | 110/150 [00:48<00:17,  2.35it/s, identities=1050]
Computing cos stats :  74%|████████▉   | 111/150 [00:48<00:16,  2.42it/s, identities=1050]
Computing cos stats :  74%|████████▉   | 111/150 [00:48<00:16,  2.42it/s, identities=1051]
Computing cos stats :  75%|████████▉   | 112/150 [00:48<00:15,  2.39it/s, identities=1051]
Computing cos stats :  75%|████████▉   | 112/150 [00:49<00:15,  2.39it/s, identities=1051]
Computing cos stats :  75%|█████████   | 113/150 [00:49<00:15,  2.36it/s, identities=1051]
Computing cos stats :  75%|█████████   | 113/150 [00:49<00:15,  2.36it/s, identities=1051]
Computing cos stats :  76%|█████████   | 114/150 [00:49<00:15,  2.30it/s, identities=1051]
Computing cos stats :  76%|█████████   | 114/150 [00:50<00:15,  2.30it/s, identities=1052]
Computing cos stats :  77%|█████████▏  | 115/150 [00:50<00:14,  2.35it/s, identities=1052]
Computing cos stats :  77%|█████████▏  | 115/150 [00:50<00:14,  2.35it/s, identities=1054]
Computing cos stats :  77%|█████████▎  | 116/150 [00:50<00:14,  2.34it/s, identities=1054]
Computing cos stats :  77%|█████████▎  | 116/150 [00:51<00:14,  2.34it/s, identities=1057]
Computing cos stats :  78%|█████████▎  | 117/150 [00:51<00:14,  2.35it/s, identities=1057]
Computing cos stats :  78%|█████████▎  | 117/150 [00:51<00:14,  2.35it/s, identities=1057]
Computing cos stats :  79%|█████████▍  | 118/150 [00:51<00:13,  2.32it/s, identities=1057]
Computing cos stats :  79%|█████████▍  | 118/150 [00:51<00:13,  2.32it/s, identities=1058]
Computing cos stats :  79%|█████████▌  | 119/150 [00:51<00:13,  2.32it/s, identities=1058]
Computing cos stats :  79%|█████████▌  | 119/150 [00:52<00:13,  2.32it/s, identities=1060]
Computing cos stats :  80%|█████████▌  | 120/150 [00:52<00:12,  2.31it/s, identities=1060]
Computing cos stats :  80%|█████████▌  | 120/150 [00:52<00:12,  2.31it/s, identities=1061]
Computing cos stats :  81%|█████████▋  | 121/150 [00:52<00:12,  2.27it/s, identities=1061]
Computing cos stats :  81%|█████████▋  | 121/150 [00:53<00:12,  2.27it/s, identities=1062]
Computing cos stats :  81%|█████████▊  | 122/150 [00:53<00:12,  2.28it/s, identities=1062]
Computing cos stats :  81%|█████████▊  | 122/150 [00:53<00:12,  2.28it/s, identities=1063]
Computing cos stats :  82%|█████████▊  | 123/150 [00:53<00:11,  2.30it/s, identities=1063]
Computing cos stats :  82%|█████████▊  | 123/150 [00:54<00:11,  2.30it/s, identities=1063]
Computing cos stats :  83%|█████████▉  | 124/150 [00:54<00:11,  2.30it/s, identities=1063]
Computing cos stats :  83%|█████████▉  | 124/150 [00:54<00:11,  2.30it/s, identities=1064]
Computing cos stats :  83%|██████████  | 125/150 [00:54<00:10,  2.30it/s, identities=1064]
Computing cos stats :  83%|██████████  | 125/150 [00:54<00:10,  2.30it/s, identities=1065]
Computing cos stats :  84%|██████████  | 126/150 [00:54<00:10,  2.29it/s, identities=1065]
Computing cos stats :  84%|██████████  | 126/150 [00:55<00:10,  2.29it/s, identities=1065]
Computing cos stats :  85%|██████████▏ | 127/150 [00:55<00:10,  2.27it/s, identities=1065]
Computing cos stats :  85%|██████████▏ | 127/150 [00:55<00:10,  2.27it/s, identities=1065]
Computing cos stats :  85%|██████████▏ | 128/150 [00:55<00:09,  2.29it/s, identities=1065]
Computing cos stats :  85%|██████████▏ | 128/150 [00:56<00:09,  2.29it/s, identities=1066]
Computing cos stats :  86%|██████████▎ | 129/150 [00:56<00:09,  2.29it/s, identities=1066]
Computing cos stats :  86%|██████████▎ | 129/150 [00:56<00:09,  2.29it/s, identities=1066]
Computing cos stats :  87%|██████████▍ | 130/150 [00:56<00:08,  2.28it/s, identities=1066]
Computing cos stats :  87%|██████████▍ | 130/150 [00:57<00:08,  2.28it/s, identities=1066]
Computing cos stats :  87%|██████████▍ | 131/150 [00:57<00:08,  2.36it/s, identities=1066]
Computing cos stats :  87%|██████████▍ | 131/150 [00:57<00:08,  2.36it/s, identities=1067]
Computing cos stats :  88%|██████████▌ | 132/150 [00:57<00:07,  2.28it/s, identities=1067]
Computing cos stats :  88%|██████████▌ | 132/150 [00:58<00:07,  2.28it/s, identities=1069]
Computing cos stats :  89%|██████████▋ | 133/150 [00:58<00:07,  2.25it/s, identities=1069]
Computing cos stats :  89%|██████████▋ | 133/150 [00:58<00:07,  2.25it/s, identities=1069]
Computing cos stats :  89%|██████████▋ | 134/150 [00:58<00:06,  2.36it/s, identities=1069]
Computing cos stats :  89%|██████████▋ | 134/150 [00:58<00:06,  2.36it/s, identities=1069]
Computing cos stats :  90%|██████████▊ | 135/150 [00:58<00:06,  2.33it/s, identities=1069]
Computing cos stats :  90%|██████████▊ | 135/150 [00:59<00:06,  2.33it/s, identities=1070]
Computing cos stats :  91%|██████████▉ | 136/150 [00:59<00:06,  2.30it/s, identities=1070]
Computing cos stats :  91%|██████████▉ | 136/150 [00:59<00:06,  2.30it/s, identities=1070]
Computing cos stats :  91%|██████████▉ | 137/150 [00:59<00:05,  2.36it/s, identities=1070]
Computing cos stats :  91%|██████████▉ | 137/150 [01:00<00:05,  2.36it/s, identities=1070]
Computing cos stats :  92%|███████████ | 138/150 [01:00<00:05,  2.30it/s, identities=1070]
Computing cos stats :  92%|███████████ | 138/150 [01:00<00:05,  2.30it/s, identities=1072]
Computing cos stats :  93%|███████████ | 139/150 [01:00<00:04,  2.30it/s, identities=1072]
Computing cos stats :  93%|███████████ | 139/150 [01:01<00:04,  2.30it/s, identities=1074]
Computing cos stats :  93%|███████████▏| 140/150 [01:01<00:04,  2.28it/s, identities=1074]
Computing cos stats :  93%|███████████▏| 140/150 [01:01<00:04,  2.28it/s, identities=1074]
Computing cos stats :  94%|███████████▎| 141/150 [01:01<00:03,  2.28it/s, identities=1074]
Computing cos stats :  94%|███████████▎| 141/150 [01:01<00:03,  2.28it/s, identities=1074]
Computing cos stats :  95%|███████████▎| 142/150 [01:01<00:03,  2.29it/s, identities=1074]
Computing cos stats :  95%|███████████▎| 142/150 [01:02<00:03,  2.29it/s, identities=1074]
Computing cos stats :  95%|███████████▍| 143/150 [01:02<00:03,  2.28it/s, identities=1074]
Computing cos stats :  95%|███████████▍| 143/150 [01:02<00:03,  2.28it/s, identities=1074]
Computing cos stats :  96%|███████████▌| 144/150 [01:02<00:02,  2.26it/s, identities=1074]
Computing cos stats :  96%|███████████▌| 144/150 [01:03<00:02,  2.26it/s, identities=1074]
Computing cos stats :  97%|███████████▌| 145/150 [01:03<00:02,  2.31it/s, identities=1074]
Computing cos stats :  97%|███████████▌| 145/150 [01:03<00:02,  2.31it/s, identities=1074]
Computing cos stats :  97%|███████████▋| 146/150 [01:03<00:01,  2.30it/s, identities=1074]
Computing cos stats :  97%|███████████▋| 146/150 [01:04<00:01,  2.30it/s, identities=1074]
Computing cos stats :  98%|███████████▊| 147/150 [01:04<00:01,  2.28it/s, identities=1074]
Computing cos stats :  98%|███████████▊| 147/150 [01:04<00:01,  2.28it/s, identities=1074]
Computing cos stats :  99%|███████████▊| 148/150 [01:04<00:00,  2.25it/s, identities=1074]
Computing cos stats :  99%|███████████▊| 148/150 [01:04<00:00,  2.25it/s, identities=1074]
Computing cos stats :  99%|███████████▉| 149/150 [01:04<00:00,  2.28it/s, identities=1074]
Computing cos stats :  99%|███████████▉| 149/150 [01:05<00:00,  2.28it/s, identities=1074]
Computing cos stats : 100%|████████████| 150/150 [01:05<00:00,  2.29it/s, identities=1074]
Computing cos stats : 100%|████████████| 150/150 [01:05<00:00,  2.29it/s, identities=1074]
Cos stats: 1074 identities  global_mu=0.9542  global_sigma=0.0308  min_sigma=0.0200

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


Ep 001/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 001/60 [S1:deg_only]:   0%|         | 0/333 [00:33<?, ?it/s, loss=1.477, pair=0.426, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   0%| | 1/333 [00:33<3:07:51, 33.95s/it, loss=1.477, pair=0.426, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:   0%| | 1/333 [00:34<3:07:51, 33.95s/it, loss=0.942, pair=0.296, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:   1%| | 2/333 [00:34<1:18:58, 14.32s/it, loss=0.942, pair=0.296, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:   1%| | 2/333 [00:43<1:18:58, 14.32s/it, loss=1.604, pair=0.363, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:   1%| | 3/333 [00:43<1:04:26, 11.72s/it, loss=1.604, pair=0.363, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:   1%| | 3/333 [00:43<1:04:26, 11.72s/it, loss=1.232, pair=0.410, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:   1%| | 4/333 [00:43<40:06,  7.32s/it, loss=1.232, pair=0.410, adv=3.352, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 4/333 [00:44<40:06,  7.32s/it, loss=1.347, pair=0.298, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 5/333 [00:44<27:26,  5.02s/it, loss=1.347, pair=0.298, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 5/333 [00:45<27:26,  5.02s/it, loss=1.258, pair=0.379, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 6/333 [00:45<19:05,  3.50s/it, loss=1.258, pair=0.379, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 6/333 [00:45<19:05,  3.50s/it, loss=1.421, pair=0.265, adv=3.390, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 7/333 [00:45<14:08,  2.60s/it, loss=1.421, pair=0.265, adv=3.390, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 7/333 [00:46<14:08,  2.60s/it, loss=1.090, pair=0.328, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 8/333 [00:46<10:37,  1.96s/it, loss=1.090, pair=0.328, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 8/333 [00:48<10:37,  1.96s/it, loss=1.659, pair=0.367, adv=3.353, sprd=0.053]
Ep 001/60 [S1:deg_only]:   3%| | 9/333 [00:48<09:53,  1.83s/it, loss=1.659, pair=0.367, adv=3.353, sprd=0.053]
Ep 001/60 [S1:deg_only]:   3%| | 9/333 [00:48<09:53,  1.83s/it, loss=0.753, pair=0.569, adv=3.364, sprd=0.053]
Ep 001/60 [S1:deg_only]:   3%| | 10/333 [00:48<07:47,  1.45s/it, loss=0.753, pair=0.569, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 10/333 [00:49<07:47,  1.45s/it, loss=1.437, pair=0.293, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 11/333 [00:49<07:01,  1.31s/it, loss=1.437, pair=0.293, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 11/333 [00:50<07:01,  1.31s/it, loss=0.717, pair=0.336, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 12/333 [00:50<05:47,  1.08s/it, loss=0.717, pair=0.336, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 12/333 [00:51<05:47,  1.08s/it, loss=1.301, pair=0.398, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 13/333 [00:51<05:19,  1.00it/s, loss=1.301, pair=0.398, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 13/333 [00:51<05:19,  1.00it/s, loss=0.922, pair=0.235, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 14/333 [00:51<05:05,  1.05it/s, loss=0.922, pair=0.235, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 14/333 [00:53<05:05,  1.05it/s, loss=1.142, pair=0.511, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 15/333 [00:53<06:03,  1.14s/it, loss=1.142, pair=0.511, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 15/333 [00:54<06:03,  1.14s/it, loss=0.942, pair=0.524, adv=3.380, sprd=0.052
Ep 001/60 [S1:deg_only]:   5%| | 16/333 [00:54<05:52,  1.11s/it, loss=0.942, pair=0.524, adv=3.380, sprd=0.052
Ep 001/60 [S1:deg_only]:   5%| | 16/333 [00:56<05:52,  1.11s/it, loss=1.086, pair=0.357, adv=3.345, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 17/333 [00:56<06:50,  1.30s/it, loss=1.086, pair=0.357, adv=3.345, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 17/333 [00:57<06:50,  1.30s/it, loss=0.775, pair=0.378, adv=3.381, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 18/333 [00:57<06:15,  1.19s/it, loss=0.775, pair=0.378, adv=3.381, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 18/333 [00:58<06:15,  1.19s/it, loss=1.205, pair=0.479, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 19/333 [00:58<06:41,  1.28s/it, loss=1.205, pair=0.479, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 19/333 [00:59<06:41,  1.28s/it, loss=1.034, pair=0.458, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 20/333 [00:59<06:19,  1.21s/it, loss=1.034, pair=0.458, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 20/333 [01:01<06:19,  1.21s/it, loss=1.506, pair=0.346, adv=3.346, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 21/333 [01:01<06:42,  1.29s/it, loss=1.506, pair=0.346, adv=3.346, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 21/333 [01:02<06:42,  1.29s/it, loss=0.689, pair=0.364, adv=3.353, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 22/333 [01:02<06:18,  1.22s/it, loss=0.689, pair=0.364, adv=3.353, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 22/333 [01:03<06:18,  1.22s/it, loss=1.182, pair=0.436, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 23/333 [01:03<06:36,  1.28s/it, loss=1.182, pair=0.436, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 23/333 [01:04<06:36,  1.28s/it, loss=0.784, pair=0.430, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 24/333 [01:04<06:19,  1.23s/it, loss=0.784, pair=0.430, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 24/333 [01:06<06:19,  1.23s/it, loss=1.021, pair=0.559, adv=3.349, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 25/333 [01:06<06:43,  1.31s/it, loss=1.021, pair=0.559, adv=3.349, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 25/333 [01:07<06:43,  1.31s/it, loss=0.707, pair=0.405, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 26/333 [01:07<05:53,  1.15s/it, loss=0.707, pair=0.405, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 26/333 [01:07<05:53,  1.15s/it, loss=1.111, pair=0.324, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 27/333 [01:07<05:23,  1.06s/it, loss=1.111, pair=0.324, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 27/333 [01:08<05:23,  1.06s/it, loss=0.701, pair=0.348, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 28/333 [01:08<04:38,  1.10it/s, loss=0.701, pair=0.348, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 28/333 [01:09<04:38,  1.10it/s, loss=0.937, pair=0.546, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 29/333 [01:09<04:21,  1.16it/s, loss=0.937, pair=0.546, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 29/333 [01:09<04:21,  1.16it/s, loss=0.906, pair=0.515, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:   9%| | 30/333 [01:09<03:56,  1.28it/s, loss=0.906, pair=0.515, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:   9%| | 30/333 [01:10<03:56,  1.28it/s, loss=0.971, pair=0.418, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 31/333 [01:10<03:53,  1.29it/s, loss=0.971, pair=0.418, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 31/333 [01:11<03:53,  1.29it/s, loss=0.772, pair=0.484, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  10%| | 32/333 [01:11<03:35,  1.39it/s, loss=0.772, pair=0.484, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  10%| | 32/333 [01:11<03:35,  1.39it/s, loss=1.020, pair=0.617, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 33/333 [01:11<03:37,  1.38it/s, loss=1.020, pair=0.617, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 33/333 [01:12<03:37,  1.38it/s, loss=0.681, pair=0.405, adv=3.341, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 34/333 [01:12<03:24,  1.46it/s, loss=0.681, pair=0.405, adv=3.341, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 34/333 [01:13<03:24,  1.46it/s, loss=1.035, pair=0.395, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 35/333 [01:13<03:42,  1.34it/s, loss=1.035, pair=0.395, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 35/333 [01:13<03:42,  1.34it/s, loss=0.721, pair=0.368, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 36/333 [01:13<03:27,  1.43it/s, loss=0.721, pair=0.368, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 36/333 [01:14<03:27,  1.43it/s, loss=0.901, pair=0.539, adv=3.351, sprd=0.052
Ep 001/60 [S1:deg_only]:  11%| | 37/333 [01:14<03:32,  1.39it/s, loss=0.901, pair=0.539, adv=3.351, sprd=0.052
Ep 001/60 [S1:deg_only]:  11%| | 37/333 [01:15<03:32,  1.39it/s, loss=0.635, pair=0.364, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 38/333 [01:15<03:23,  1.45it/s, loss=0.635, pair=0.364, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 38/333 [01:16<03:23,  1.45it/s, loss=1.105, pair=0.349, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 39/333 [01:16<03:29,  1.40it/s, loss=1.105, pair=0.349, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 39/333 [01:16<03:29,  1.40it/s, loss=0.942, pair=0.315, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 40/333 [01:16<03:16,  1.49it/s, loss=0.942, pair=0.315, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 40/333 [01:17<03:16,  1.49it/s, loss=1.333, pair=0.479, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 41/333 [01:17<03:28,  1.40it/s, loss=1.333, pair=0.479, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 41/333 [01:18<03:28,  1.40it/s, loss=0.727, pair=0.256, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 42/333 [01:18<03:14,  1.50it/s, loss=0.727, pair=0.256, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 42/333 [01:18<03:14,  1.50it/s, loss=1.056, pair=0.452, adv=3.366, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 43/333 [01:18<03:21,  1.44it/s, loss=1.056, pair=0.452, adv=3.366, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 43/333 [01:19<03:21,  1.44it/s, loss=0.678, pair=0.297, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 44/333 [01:19<03:11,  1.51it/s, loss=0.678, pair=0.297, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 44/333 [01:20<03:11,  1.51it/s, loss=1.112, pair=0.339, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 45/333 [01:20<03:19,  1.44it/s, loss=1.112, pair=0.339, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 45/333 [01:20<03:19,  1.44it/s, loss=0.765, pair=0.432, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 46/333 [01:20<03:11,  1.50it/s, loss=0.765, pair=0.432, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 46/333 [01:21<03:11,  1.50it/s, loss=1.250, pair=0.386, adv=3.368, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 47/333 [01:21<03:16,  1.46it/s, loss=1.250, pair=0.386, adv=3.368, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 47/333 [01:22<03:16,  1.46it/s, loss=0.632, pair=0.458, adv=3.364, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 48/333 [01:22<03:09,  1.51it/s, loss=0.632, pair=0.458, adv=3.364, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 48/333 [01:22<03:09,  1.51it/s, loss=1.202, pair=0.323, adv=3.371, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 49/333 [01:22<03:15,  1.45it/s, loss=1.202, pair=0.323, adv=3.371, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 49/333 [01:23<03:15,  1.45it/s, loss=0.828, pair=0.290, adv=3.353, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 50/333 [01:23<03:09,  1.49it/s, loss=0.828, pair=0.290, adv=3.353, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 50/333 [01:24<03:09,  1.49it/s, loss=1.023, pair=0.395, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 51/333 [01:24<03:14,  1.45it/s, loss=1.023, pair=0.395, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 51/333 [01:24<03:14,  1.45it/s, loss=0.742, pair=0.475, adv=3.344, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 52/333 [01:24<03:06,  1.51it/s, loss=0.742, pair=0.475, adv=3.344, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 52/333 [01:25<03:06,  1.51it/s, loss=0.966, pair=0.360, adv=3.347, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 53/333 [01:25<03:14,  1.44it/s, loss=0.966, pair=0.360, adv=3.347, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 53/333 [01:26<03:14,  1.44it/s, loss=0.820, pair=0.470, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 54/333 [01:26<03:07,  1.49it/s, loss=0.820, pair=0.470, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 54/333 [01:27<03:07,  1.49it/s, loss=1.005, pair=0.341, adv=3.364, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 55/333 [01:27<03:15,  1.43it/s, loss=1.005, pair=0.341, adv=3.364, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 55/333 [01:27<03:15,  1.43it/s, loss=0.814, pair=0.210, adv=3.350, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 56/333 [01:27<03:05,  1.49it/s, loss=0.814, pair=0.210, adv=3.350, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 56/333 [01:28<03:05,  1.49it/s, loss=1.126, pair=0.516, adv=3.354, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 57/333 [01:28<03:13,  1.42it/s, loss=1.126, pair=0.516, adv=3.354, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 57/333 [01:28<03:13,  1.42it/s, loss=0.846, pair=0.437, adv=3.373, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 58/333 [01:28<03:04,  1.49it/s, loss=0.846, pair=0.437, adv=3.373, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 58/333 [01:29<03:04,  1.49it/s, loss=1.409, pair=0.323, adv=3.349, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 59/333 [01:29<03:11,  1.43it/s, loss=1.409, pair=0.323, adv=3.349, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 59/333 [01:30<03:11,  1.43it/s, loss=0.876, pair=0.350, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 60/333 [01:30<03:04,  1.48it/s, loss=0.876, pair=0.350, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 60/333 [01:31<03:04,  1.48it/s, loss=0.994, pair=0.500, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  18%|▏| 61/333 [01:31<03:10,  1.43it/s, loss=0.994, pair=0.500, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  18%|▏| 61/333 [01:31<03:10,  1.43it/s, loss=0.794, pair=0.450, adv=3.349, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 62/333 [01:31<03:02,  1.48it/s, loss=0.794, pair=0.450, adv=3.349, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 62/333 [01:32<03:02,  1.48it/s, loss=0.894, pair=0.370, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 63/333 [01:32<03:09,  1.42it/s, loss=0.894, pair=0.370, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 63/333 [01:33<03:09,  1.42it/s, loss=0.635, pair=0.285, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 64/333 [01:33<03:00,  1.49it/s, loss=0.635, pair=0.285, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 64/333 [01:33<03:00,  1.49it/s, loss=1.045, pair=0.501, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 65/333 [01:33<03:07,  1.43it/s, loss=1.045, pair=0.501, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 65/333 [01:34<03:07,  1.43it/s, loss=0.622, pair=0.303, adv=3.369, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 66/333 [01:34<03:00,  1.48it/s, loss=0.622, pair=0.303, adv=3.369, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 66/333 [01:35<03:00,  1.48it/s, loss=1.096, pair=0.313, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 67/333 [01:35<03:05,  1.44it/s, loss=1.096, pair=0.313, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 67/333 [01:35<03:05,  1.44it/s, loss=0.844, pair=0.281, adv=3.377, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 68/333 [01:35<02:54,  1.52it/s, loss=0.844, pair=0.281, adv=3.377, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 68/333 [01:36<02:54,  1.52it/s, loss=0.904, pair=0.320, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 69/333 [01:36<03:15,  1.35it/s, loss=0.904, pair=0.320, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 69/333 [01:37<03:15,  1.35it/s, loss=0.763, pair=0.412, adv=3.365, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 70/333 [01:37<03:02,  1.44it/s, loss=0.763, pair=0.412, adv=3.365, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 70/333 [01:38<03:02,  1.44it/s, loss=0.918, pair=0.312, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 71/333 [01:38<03:07,  1.40it/s, loss=0.918, pair=0.312, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 71/333 [01:38<03:07,  1.40it/s, loss=0.634, pair=0.320, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  22%|▏| 72/333 [01:38<02:57,  1.47it/s, loss=0.634, pair=0.320, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  22%|▏| 72/333 [01:39<02:57,  1.47it/s, loss=1.143, pair=0.516, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 73/333 [01:39<03:04,  1.41it/s, loss=1.143, pair=0.516, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 73/333 [01:40<03:04,  1.41it/s, loss=0.865, pair=0.389, adv=3.355, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 74/333 [01:40<02:56,  1.47it/s, loss=0.865, pair=0.389, adv=3.355, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 74/333 [01:40<02:56,  1.47it/s, loss=0.957, pair=0.383, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 75/333 [01:40<03:06,  1.38it/s, loss=0.957, pair=0.383, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 75/333 [01:41<03:06,  1.38it/s, loss=1.169, pair=0.546, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 76/333 [01:41<02:58,  1.44it/s, loss=1.169, pair=0.546, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 76/333 [01:42<02:58,  1.44it/s, loss=1.063, pair=0.448, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 77/333 [01:42<03:03,  1.39it/s, loss=1.063, pair=0.448, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 77/333 [01:42<03:03,  1.39it/s, loss=0.758, pair=0.448, adv=3.333, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 78/333 [01:42<02:52,  1.48it/s, loss=0.758, pair=0.448, adv=3.333, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 78/333 [01:43<02:52,  1.48it/s, loss=0.951, pair=0.524, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 79/333 [01:43<03:01,  1.40it/s, loss=0.951, pair=0.524, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 79/333 [01:44<03:01,  1.40it/s, loss=0.619, pair=0.472, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 80/333 [01:44<02:53,  1.46it/s, loss=0.619, pair=0.472, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 80/333 [01:45<02:53,  1.46it/s, loss=0.803, pair=0.477, adv=3.369, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 81/333 [01:45<03:06,  1.35it/s, loss=0.803, pair=0.477, adv=3.369, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 81/333 [01:45<03:06,  1.35it/s, loss=0.746, pair=0.385, adv=3.372, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 82/333 [01:45<02:55,  1.43it/s, loss=0.746, pair=0.385, adv=3.372, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 82/333 [01:46<02:55,  1.43it/s, loss=0.956, pair=0.458, adv=3.370, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 83/333 [01:46<03:00,  1.38it/s, loss=0.956, pair=0.458, adv=3.370, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 83/333 [01:47<03:00,  1.38it/s, loss=0.800, pair=0.412, adv=3.339, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▎| 84/333 [01:47<02:52,  1.45it/s, loss=0.800, pair=0.412, adv=3.339, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▎| 84/333 [01:47<02:52,  1.45it/s, loss=1.020, pair=0.395, adv=3.372, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 85/333 [01:47<02:57,  1.39it/s, loss=1.020, pair=0.395, adv=3.372, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 85/333 [01:48<02:57,  1.39it/s, loss=0.839, pair=0.421, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  26%|▎| 86/333 [01:48<02:48,  1.47it/s, loss=0.839, pair=0.421, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  26%|▎| 86/333 [01:49<02:48,  1.47it/s, loss=0.872, pair=0.355, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 87/333 [01:49<02:55,  1.41it/s, loss=0.872, pair=0.355, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 87/333 [01:49<02:55,  1.41it/s, loss=0.556, pair=0.402, adv=3.351, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 88/333 [01:49<02:45,  1.48it/s, loss=0.556, pair=0.402, adv=3.351, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 88/333 [01:50<02:45,  1.48it/s, loss=0.722, pair=0.430, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 89/333 [01:50<02:54,  1.39it/s, loss=0.722, pair=0.430, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 89/333 [01:51<02:54,  1.39it/s, loss=0.826, pair=0.396, adv=3.336, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 90/333 [01:51<02:47,  1.45it/s, loss=0.826, pair=0.396, adv=3.336, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 90/333 [01:52<02:47,  1.45it/s, loss=1.077, pair=0.382, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 91/333 [01:52<02:53,  1.39it/s, loss=1.077, pair=0.382, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 91/333 [01:52<02:53,  1.39it/s, loss=0.844, pair=0.503, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 92/333 [01:52<02:44,  1.46it/s, loss=0.844, pair=0.503, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 92/333 [01:53<02:44,  1.46it/s, loss=1.291, pair=0.426, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 93/333 [01:53<02:49,  1.42it/s, loss=1.291, pair=0.426, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 93/333 [01:54<02:49,  1.42it/s, loss=0.665, pair=0.423, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 94/333 [01:54<02:42,  1.47it/s, loss=0.665, pair=0.423, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 94/333 [01:54<02:42,  1.47it/s, loss=0.949, pair=0.271, adv=3.353, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 95/333 [01:54<02:52,  1.38it/s, loss=0.949, pair=0.271, adv=3.353, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 95/333 [01:55<02:52,  1.38it/s, loss=0.835, pair=0.478, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 96/333 [01:55<02:43,  1.45it/s, loss=0.835, pair=0.478, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 96/333 [01:56<02:43,  1.45it/s, loss=1.092, pair=0.434, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 97/333 [01:56<02:47,  1.41it/s, loss=1.092, pair=0.434, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 97/333 [01:56<02:47,  1.41it/s, loss=0.704, pair=0.364, adv=3.349, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 98/333 [01:56<02:38,  1.49it/s, loss=0.704, pair=0.364, adv=3.349, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 98/333 [01:57<02:38,  1.49it/s, loss=0.932, pair=0.504, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  30%|▎| 99/333 [01:57<02:42,  1.44it/s, loss=0.932, pair=0.504, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  30%|▎| 99/333 [01:58<02:42,  1.44it/s, loss=0.878, pair=0.525, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  30%|▎| 100/333 [01:58<02:36,  1.49it/s, loss=0.878, pair=0.525, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 100/333 [01:59<02:36,  1.49it/s, loss=0.891, pair=0.359, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 101/333 [01:59<02:42,  1.43it/s, loss=0.891, pair=0.359, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 101/333 [01:59<02:42,  1.43it/s, loss=0.714, pair=0.385, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 102/333 [01:59<02:35,  1.49it/s, loss=0.714, pair=0.385, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 102/333 [02:00<02:35,  1.49it/s, loss=1.034, pair=0.472, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 103/333 [02:00<02:41,  1.42it/s, loss=1.034, pair=0.472, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 103/333 [02:00<02:41,  1.42it/s, loss=0.727, pair=0.300, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 104/333 [02:00<02:32,  1.50it/s, loss=0.727, pair=0.300, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 104/333 [02:01<02:32,  1.50it/s, loss=1.047, pair=0.262, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 105/333 [02:01<02:39,  1.43it/s, loss=1.047, pair=0.262, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 105/333 [02:02<02:39,  1.43it/s, loss=0.734, pair=0.415, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 106/333 [02:02<02:32,  1.49it/s, loss=0.734, pair=0.415, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 106/333 [02:03<02:32,  1.49it/s, loss=1.016, pair=0.315, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 107/333 [02:03<02:37,  1.43it/s, loss=1.016, pair=0.315, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 107/333 [02:03<02:37,  1.43it/s, loss=0.932, pair=0.354, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 108/333 [02:03<02:29,  1.50it/s, loss=0.932, pair=0.354, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 108/333 [02:04<02:29,  1.50it/s, loss=0.916, pair=0.427, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 109/333 [02:04<02:37,  1.43it/s, loss=0.916, pair=0.427, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 109/333 [02:05<02:37,  1.43it/s, loss=0.783, pair=0.300, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 110/333 [02:05<02:30,  1.48it/s, loss=0.783, pair=0.300, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 110/333 [02:05<02:30,  1.48it/s, loss=1.121, pair=0.391, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 111/333 [02:05<02:34,  1.44it/s, loss=1.121, pair=0.391, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 111/333 [02:06<02:34,  1.44it/s, loss=0.756, pair=0.388, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 112/333 [02:06<02:27,  1.49it/s, loss=0.756, pair=0.388, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 112/333 [02:07<02:27,  1.49it/s, loss=1.019, pair=0.400, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 113/333 [02:07<02:35,  1.42it/s, loss=1.019, pair=0.400, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 113/333 [02:07<02:35,  1.42it/s, loss=0.735, pair=0.317, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 114/333 [02:07<02:28,  1.47it/s, loss=0.735, pair=0.317, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 114/333 [02:08<02:28,  1.47it/s, loss=1.003, pair=0.365, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 115/333 [02:08<02:32,  1.43it/s, loss=1.003, pair=0.365, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 115/333 [02:09<02:32,  1.43it/s, loss=0.689, pair=0.398, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 116/333 [02:09<02:24,  1.50it/s, loss=0.689, pair=0.398, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 116/333 [02:10<02:24,  1.50it/s, loss=0.791, pair=0.521, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 117/333 [02:10<02:30,  1.43it/s, loss=0.791, pair=0.521, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 117/333 [02:10<02:30,  1.43it/s, loss=0.676, pair=0.416, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 118/333 [02:10<02:24,  1.49it/s, loss=0.676, pair=0.416, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 118/333 [02:11<02:24,  1.49it/s, loss=1.155, pair=0.417, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 119/333 [02:11<02:31,  1.41it/s, loss=1.155, pair=0.417, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 119/333 [02:12<02:31,  1.41it/s, loss=0.631, pair=0.415, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 120/333 [02:12<02:24,  1.47it/s, loss=0.631, pair=0.415, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 120/333 [02:12<02:24,  1.47it/s, loss=0.983, pair=0.340, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 121/333 [02:12<02:29,  1.42it/s, loss=0.983, pair=0.340, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 121/333 [02:13<02:29,  1.42it/s, loss=0.685, pair=0.334, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 122/333 [02:13<02:22,  1.48it/s, loss=0.685, pair=0.334, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 122/333 [02:14<02:22,  1.48it/s, loss=0.782, pair=0.320, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 123/333 [02:14<02:28,  1.42it/s, loss=0.782, pair=0.320, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 123/333 [02:14<02:28,  1.42it/s, loss=0.690, pair=0.411, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 124/333 [02:14<02:22,  1.47it/s, loss=0.690, pair=0.411, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 124/333 [02:15<02:22,  1.47it/s, loss=0.826, pair=0.349, adv=3.335, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 125/333 [02:15<02:27,  1.41it/s, loss=0.826, pair=0.349, adv=3.335, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 125/333 [02:16<02:27,  1.41it/s, loss=1.047, pair=0.528, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 126/333 [02:16<02:22,  1.46it/s, loss=1.047, pair=0.528, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 126/333 [02:16<02:22,  1.46it/s, loss=1.195, pair=0.444, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 127/333 [02:16<02:25,  1.41it/s, loss=1.195, pair=0.444, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 127/333 [02:17<02:25,  1.41it/s, loss=0.894, pair=0.416, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 128/333 [02:17<02:19,  1.47it/s, loss=0.894, pair=0.416, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 128/333 [02:18<02:19,  1.47it/s, loss=0.976, pair=0.503, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 129/333 [02:18<02:29,  1.37it/s, loss=0.976, pair=0.503, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 129/333 [02:19<02:29,  1.37it/s, loss=0.724, pair=0.272, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 130/333 [02:19<02:19,  1.45it/s, loss=0.724, pair=0.272, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 130/333 [02:19<02:19,  1.45it/s, loss=0.866, pair=0.561, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 131/333 [02:19<02:27,  1.37it/s, loss=0.866, pair=0.561, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 131/333 [02:20<02:27,  1.37it/s, loss=0.748, pair=0.486, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 132/333 [02:20<02:20,  1.43it/s, loss=0.748, pair=0.486, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 132/333 [02:21<02:20,  1.43it/s, loss=1.037, pair=0.500, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 133/333 [02:21<02:31,  1.32it/s, loss=1.037, pair=0.500, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 133/333 [02:21<02:31,  1.32it/s, loss=0.764, pair=0.501, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 134/333 [02:21<02:21,  1.40it/s, loss=0.764, pair=0.501, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 134/333 [02:22<02:21,  1.40it/s, loss=0.949, pair=0.403, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 135/333 [02:22<02:24,  1.37it/s, loss=0.949, pair=0.403, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 135/333 [02:23<02:24,  1.37it/s, loss=0.730, pair=0.449, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 136/333 [02:23<02:16,  1.44it/s, loss=0.730, pair=0.449, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 136/333 [02:24<02:16,  1.44it/s, loss=1.064, pair=0.384, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 137/333 [02:24<02:22,  1.38it/s, loss=1.064, pair=0.384, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 137/333 [02:24<02:22,  1.38it/s, loss=0.756, pair=0.312, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 138/333 [02:24<02:17,  1.42it/s, loss=0.756, pair=0.312, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 138/333 [02:25<02:17,  1.42it/s, loss=1.083, pair=0.316, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 139/333 [02:25<02:20,  1.38it/s, loss=1.083, pair=0.316, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 139/333 [02:26<02:20,  1.38it/s, loss=0.589, pair=0.304, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 140/333 [02:26<02:11,  1.47it/s, loss=0.589, pair=0.304, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 140/333 [02:26<02:11,  1.47it/s, loss=0.881, pair=0.408, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 141/333 [02:26<02:17,  1.40it/s, loss=0.881, pair=0.408, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 141/333 [02:27<02:17,  1.40it/s, loss=0.768, pair=0.299, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 142/333 [02:27<02:09,  1.47it/s, loss=0.768, pair=0.299, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 142/333 [02:28<02:09,  1.47it/s, loss=0.843, pair=0.381, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 143/333 [02:28<02:14,  1.42it/s, loss=0.843, pair=0.381, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 143/333 [02:28<02:14,  1.42it/s, loss=0.638, pair=0.323, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 144/333 [02:28<02:07,  1.48it/s, loss=0.638, pair=0.323, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 144/333 [02:29<02:07,  1.48it/s, loss=0.925, pair=0.528, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 145/333 [02:29<02:12,  1.42it/s, loss=0.925, pair=0.528, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 145/333 [02:30<02:12,  1.42it/s, loss=0.716, pair=0.395, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 146/333 [02:30<02:06,  1.47it/s, loss=0.716, pair=0.395, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 146/333 [02:31<02:06,  1.47it/s, loss=1.008, pair=0.440, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 147/333 [02:31<02:13,  1.39it/s, loss=1.008, pair=0.440, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 147/333 [02:31<02:13,  1.39it/s, loss=0.588, pair=0.546, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 148/333 [02:31<02:05,  1.48it/s, loss=0.588, pair=0.546, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 148/333 [02:32<02:05,  1.48it/s, loss=0.902, pair=0.371, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 149/333 [02:32<02:10,  1.41it/s, loss=0.902, pair=0.371, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 149/333 [02:33<02:10,  1.41it/s, loss=0.795, pair=0.312, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 150/333 [02:33<02:01,  1.51it/s, loss=0.795, pair=0.312, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 150/333 [02:33<02:01,  1.51it/s, loss=0.950, pair=0.434, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 151/333 [02:33<02:06,  1.43it/s, loss=0.950, pair=0.434, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 151/333 [02:34<02:06,  1.43it/s, loss=0.749, pair=0.378, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 152/333 [02:34<02:01,  1.49it/s, loss=0.749, pair=0.378, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 152/333 [02:35<02:01,  1.49it/s, loss=0.945, pair=0.467, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 153/333 [02:35<02:06,  1.42it/s, loss=0.945, pair=0.467, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 153/333 [02:35<02:06,  1.42it/s, loss=0.731, pair=0.263, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 154/333 [02:35<01:58,  1.51it/s, loss=0.731, pair=0.263, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 154/333 [02:36<01:58,  1.51it/s, loss=0.887, pair=0.388, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 155/333 [02:36<02:04,  1.44it/s, loss=0.887, pair=0.388, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 155/333 [02:37<02:04,  1.44it/s, loss=0.747, pair=0.366, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 156/333 [02:37<01:57,  1.51it/s, loss=0.747, pair=0.366, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 156/333 [02:37<01:57,  1.51it/s, loss=0.959, pair=0.347, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 157/333 [02:37<02:03,  1.42it/s, loss=0.959, pair=0.347, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 157/333 [02:38<02:03,  1.42it/s, loss=0.885, pair=0.363, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 158/333 [02:38<01:58,  1.48it/s, loss=0.885, pair=0.363, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 158/333 [02:39<01:58,  1.48it/s, loss=0.720, pair=0.542, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 159/333 [02:39<02:03,  1.41it/s, loss=0.720, pair=0.542, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 159/333 [02:39<02:03,  1.41it/s, loss=0.653, pair=0.412, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 160/333 [02:39<01:57,  1.48it/s, loss=0.653, pair=0.412, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 160/333 [02:40<01:57,  1.48it/s, loss=0.955, pair=0.362, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 161/333 [02:40<02:04,  1.38it/s, loss=0.955, pair=0.362, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 161/333 [02:41<02:04,  1.38it/s, loss=0.687, pair=0.433, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 162/333 [02:41<01:56,  1.47it/s, loss=0.687, pair=0.433, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 162/333 [02:42<01:56,  1.47it/s, loss=1.081, pair=0.380, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 163/333 [02:42<02:00,  1.41it/s, loss=1.081, pair=0.380, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 163/333 [02:42<02:00,  1.41it/s, loss=0.641, pair=0.302, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 164/333 [02:42<01:52,  1.50it/s, loss=0.641, pair=0.302, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 164/333 [02:43<01:52,  1.50it/s, loss=0.974, pair=0.247, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 165/333 [02:43<01:58,  1.42it/s, loss=0.974, pair=0.247, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 165/333 [02:44<01:58,  1.42it/s, loss=0.774, pair=0.448, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 166/333 [02:44<01:52,  1.48it/s, loss=0.774, pair=0.448, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 166/333 [02:44<01:52,  1.48it/s, loss=0.718, pair=0.530, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 167/333 [02:44<01:56,  1.42it/s, loss=0.718, pair=0.530, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 167/333 [02:45<01:56,  1.42it/s, loss=0.781, pair=0.515, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 168/333 [02:45<01:52,  1.47it/s, loss=0.781, pair=0.515, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 168/333 [02:46<01:52,  1.47it/s, loss=1.264, pair=0.313, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 169/333 [02:46<01:53,  1.45it/s, loss=1.264, pair=0.313, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 169/333 [02:46<01:53,  1.45it/s, loss=1.054, pair=0.449, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 170/333 [02:46<01:48,  1.50it/s, loss=1.054, pair=0.449, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 170/333 [02:47<01:48,  1.50it/s, loss=0.802, pair=0.414, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 171/333 [02:47<01:50,  1.47it/s, loss=0.802, pair=0.414, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 171/333 [02:48<01:50,  1.47it/s, loss=0.828, pair=0.278, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 172/333 [02:48<01:45,  1.52it/s, loss=0.828, pair=0.278, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 172/333 [02:48<01:45,  1.52it/s, loss=0.985, pair=0.330, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 173/333 [02:48<01:51,  1.43it/s, loss=0.985, pair=0.330, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 173/333 [02:49<01:51,  1.43it/s, loss=0.761, pair=0.286, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 174/333 [02:49<01:46,  1.50it/s, loss=0.761, pair=0.286, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 174/333 [02:50<01:46,  1.50it/s, loss=0.770, pair=0.325, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 175/333 [02:50<01:50,  1.43it/s, loss=0.770, pair=0.325, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 175/333 [02:50<01:50,  1.43it/s, loss=0.664, pair=0.495, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 176/333 [02:50<01:44,  1.50it/s, loss=0.664, pair=0.495, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 176/333 [02:51<01:44,  1.50it/s, loss=1.015, pair=0.493, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 177/333 [02:51<01:49,  1.42it/s, loss=1.015, pair=0.493, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 177/333 [02:52<01:49,  1.42it/s, loss=0.882, pair=0.612, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 178/333 [02:52<01:44,  1.48it/s, loss=0.882, pair=0.612, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 178/333 [02:53<01:44,  1.48it/s, loss=1.159, pair=0.443, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 179/333 [02:53<01:48,  1.42it/s, loss=1.159, pair=0.443, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 179/333 [02:53<01:48,  1.42it/s, loss=0.665, pair=0.450, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 180/333 [02:53<01:44,  1.46it/s, loss=0.665, pair=0.450, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 180/333 [02:54<01:44,  1.46it/s, loss=0.868, pair=0.601, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 181/333 [02:54<01:49,  1.38it/s, loss=0.868, pair=0.601, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 181/333 [02:55<01:49,  1.38it/s, loss=1.088, pair=0.364, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 182/333 [02:55<01:42,  1.47it/s, loss=1.088, pair=0.364, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 182/333 [02:55<01:42,  1.47it/s, loss=0.814, pair=0.476, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 183/333 [02:55<01:47,  1.39it/s, loss=0.814, pair=0.476, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 183/333 [02:56<01:47,  1.39it/s, loss=0.678, pair=0.397, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 184/333 [02:56<01:42,  1.45it/s, loss=0.678, pair=0.397, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 184/333 [02:57<01:42,  1.45it/s, loss=0.770, pair=0.338, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 185/333 [02:57<01:44,  1.42it/s, loss=0.770, pair=0.338, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 185/333 [02:57<01:44,  1.42it/s, loss=0.707, pair=0.334, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 186/333 [02:57<01:38,  1.48it/s, loss=0.707, pair=0.334, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 186/333 [02:58<01:38,  1.48it/s, loss=0.871, pair=0.584, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 187/333 [02:58<01:46,  1.37it/s, loss=0.871, pair=0.584, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 187/333 [02:59<01:46,  1.37it/s, loss=0.698, pair=0.314, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 188/333 [02:59<01:38,  1.47it/s, loss=0.698, pair=0.314, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 188/333 [03:00<01:38,  1.47it/s, loss=0.957, pair=0.314, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 189/333 [03:00<01:43,  1.39it/s, loss=0.957, pair=0.314, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 189/333 [03:00<01:43,  1.39it/s, loss=0.695, pair=0.396, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 190/333 [03:00<01:37,  1.46it/s, loss=0.695, pair=0.396, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 190/333 [03:01<01:37,  1.46it/s, loss=0.935, pair=0.392, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 191/333 [03:01<01:41,  1.40it/s, loss=0.935, pair=0.392, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 191/333 [03:02<01:41,  1.40it/s, loss=0.723, pair=0.413, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 192/333 [03:02<01:35,  1.47it/s, loss=0.723, pair=0.413, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 192/333 [03:02<01:35,  1.47it/s, loss=1.033, pair=0.380, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 193/333 [03:02<01:38,  1.43it/s, loss=1.033, pair=0.380, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 193/333 [03:03<01:38,  1.43it/s, loss=0.588, pair=0.387, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 194/333 [03:03<01:32,  1.50it/s, loss=0.588, pair=0.387, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 194/333 [03:04<01:32,  1.50it/s, loss=0.751, pair=0.493, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 195/333 [03:04<01:40,  1.37it/s, loss=0.751, pair=0.493, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 195/333 [03:04<01:40,  1.37it/s, loss=0.615, pair=0.272, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 196/333 [03:04<01:34,  1.45it/s, loss=0.615, pair=0.272, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 196/333 [03:05<01:34,  1.45it/s, loss=0.894, pair=0.432, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 197/333 [03:05<01:37,  1.40it/s, loss=0.894, pair=0.432, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 197/333 [03:06<01:37,  1.40it/s, loss=0.907, pair=0.399, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 198/333 [03:06<01:32,  1.46it/s, loss=0.907, pair=0.399, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 198/333 [03:07<01:32,  1.46it/s, loss=1.110, pair=0.470, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 199/333 [03:07<01:36,  1.40it/s, loss=1.110, pair=0.470, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 199/333 [03:07<01:36,  1.40it/s, loss=0.889, pair=0.440, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 200/333 [03:07<01:30,  1.47it/s, loss=0.889, pair=0.440, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 200/333 [03:08<01:30,  1.47it/s, loss=0.879, pair=0.358, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 201/333 [03:08<01:37,  1.36it/s, loss=0.879, pair=0.358, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 201/333 [03:09<01:37,  1.36it/s, loss=0.671, pair=0.507, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 202/333 [03:09<01:31,  1.43it/s, loss=0.671, pair=0.507, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 202/333 [03:09<01:31,  1.43it/s, loss=1.019, pair=0.350, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 203/333 [03:09<01:34,  1.38it/s, loss=1.019, pair=0.350, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 203/333 [03:10<01:34,  1.38it/s, loss=0.701, pair=0.240, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 204/333 [03:10<01:27,  1.48it/s, loss=0.701, pair=0.240, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 204/333 [03:11<01:27,  1.48it/s, loss=0.886, pair=0.471, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 205/333 [03:11<01:31,  1.40it/s, loss=0.886, pair=0.471, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 205/333 [03:11<01:31,  1.40it/s, loss=0.594, pair=0.372, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 206/333 [03:11<01:26,  1.46it/s, loss=0.594, pair=0.372, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 206/333 [03:12<01:26,  1.46it/s, loss=0.979, pair=0.477, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 207/333 [03:12<01:30,  1.39it/s, loss=0.979, pair=0.477, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 207/333 [03:13<01:30,  1.39it/s, loss=0.788, pair=0.246, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 208/333 [03:13<01:25,  1.46it/s, loss=0.788, pair=0.246, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 208/333 [03:14<01:25,  1.46it/s, loss=1.456, pair=0.481, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 209/333 [03:14<01:27,  1.42it/s, loss=1.456, pair=0.481, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 209/333 [03:14<01:27,  1.42it/s, loss=0.872, pair=0.562, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 210/333 [03:14<01:23,  1.47it/s, loss=0.872, pair=0.562, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 210/333 [03:15<01:23,  1.47it/s, loss=0.833, pair=0.270, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 211/333 [03:15<01:26,  1.41it/s, loss=0.833, pair=0.270, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 211/333 [03:16<01:26,  1.41it/s, loss=0.755, pair=0.365, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 212/333 [03:16<01:22,  1.47it/s, loss=0.755, pair=0.365, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 212/333 [03:16<01:22,  1.47it/s, loss=1.017, pair=0.435, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 213/333 [03:16<01:27,  1.37it/s, loss=1.017, pair=0.435, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 213/333 [03:17<01:27,  1.37it/s, loss=0.674, pair=0.389, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 214/333 [03:17<01:20,  1.47it/s, loss=0.674, pair=0.389, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 214/333 [03:18<01:20,  1.47it/s, loss=0.863, pair=0.324, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 215/333 [03:18<01:22,  1.43it/s, loss=0.863, pair=0.324, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 215/333 [03:18<01:22,  1.43it/s, loss=0.832, pair=0.413, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 216/333 [03:18<01:18,  1.50it/s, loss=0.832, pair=0.413, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 216/333 [03:19<01:18,  1.50it/s, loss=0.890, pair=0.419, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 217/333 [03:19<01:22,  1.40it/s, loss=0.890, pair=0.419, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 217/333 [03:20<01:22,  1.40it/s, loss=0.619, pair=0.374, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 218/333 [03:20<01:18,  1.47it/s, loss=0.619, pair=0.374, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 218/333 [03:21<01:18,  1.47it/s, loss=0.968, pair=0.438, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 219/333 [03:21<01:21,  1.40it/s, loss=0.968, pair=0.438, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 219/333 [03:21<01:21,  1.40it/s, loss=0.659, pair=0.262, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 220/333 [03:21<01:17,  1.47it/s, loss=0.659, pair=0.262, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 220/333 [03:22<01:17,  1.47it/s, loss=0.781, pair=0.319, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 221/333 [03:22<01:19,  1.40it/s, loss=0.781, pair=0.319, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 221/333 [03:23<01:19,  1.40it/s, loss=0.756, pair=0.527, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 222/333 [03:23<01:15,  1.47it/s, loss=0.756, pair=0.527, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 222/333 [03:23<01:15,  1.47it/s, loss=0.934, pair=0.371, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 223/333 [03:23<01:18,  1.40it/s, loss=0.934, pair=0.371, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 223/333 [03:24<01:18,  1.40it/s, loss=0.637, pair=0.412, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 224/333 [03:24<01:14,  1.45it/s, loss=0.637, pair=0.412, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 224/333 [03:25<01:14,  1.45it/s, loss=0.772, pair=0.249, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 225/333 [03:25<01:15,  1.43it/s, loss=0.772, pair=0.249, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 225/333 [03:25<01:15,  1.43it/s, loss=0.587, pair=0.288, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 226/333 [03:25<01:11,  1.49it/s, loss=0.587, pair=0.288, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 226/333 [03:26<01:11,  1.49it/s, loss=0.981, pair=0.414, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 227/333 [03:26<01:13,  1.44it/s, loss=0.981, pair=0.414, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 227/333 [03:27<01:13,  1.44it/s, loss=0.762, pair=0.321, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 228/333 [03:27<01:10,  1.48it/s, loss=0.762, pair=0.321, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 228/333 [03:27<01:10,  1.48it/s, loss=0.910, pair=0.312, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 229/333 [03:27<01:12,  1.42it/s, loss=0.910, pair=0.312, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 229/333 [03:28<01:12,  1.42it/s, loss=0.674, pair=0.361, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 230/333 [03:28<01:09,  1.49it/s, loss=0.674, pair=0.361, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 230/333 [03:29<01:09,  1.49it/s, loss=0.789, pair=0.510, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 231/333 [03:29<01:11,  1.43it/s, loss=0.789, pair=0.510, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 231/333 [03:29<01:11,  1.43it/s, loss=0.691, pair=0.465, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 232/333 [03:29<01:07,  1.49it/s, loss=0.691, pair=0.465, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 232/333 [03:30<01:07,  1.49it/s, loss=0.928, pair=0.283, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 233/333 [03:30<01:09,  1.43it/s, loss=0.928, pair=0.283, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 233/333 [03:31<01:09,  1.43it/s, loss=0.669, pair=0.453, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 234/333 [03:31<01:05,  1.51it/s, loss=0.669, pair=0.453, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 234/333 [03:32<01:05,  1.51it/s, loss=0.845, pair=0.280, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 235/333 [03:32<01:07,  1.44it/s, loss=0.845, pair=0.280, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 235/333 [03:32<01:07,  1.44it/s, loss=0.690, pair=0.469, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 236/333 [03:32<01:04,  1.51it/s, loss=0.690, pair=0.469, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 236/333 [03:33<01:04,  1.51it/s, loss=0.823, pair=0.446, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 237/333 [03:33<01:06,  1.44it/s, loss=0.823, pair=0.446, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 237/333 [03:33<01:06,  1.44it/s, loss=0.737, pair=0.235, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 238/333 [03:33<01:03,  1.51it/s, loss=0.737, pair=0.235, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 238/333 [03:34<01:03,  1.51it/s, loss=0.773, pair=0.432, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 239/333 [03:34<01:05,  1.43it/s, loss=0.773, pair=0.432, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 239/333 [03:35<01:05,  1.43it/s, loss=0.682, pair=0.359, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 240/333 [03:35<01:02,  1.49it/s, loss=0.682, pair=0.359, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 240/333 [03:36<01:02,  1.49it/s, loss=0.751, pair=0.273, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 241/333 [03:36<01:06,  1.39it/s, loss=0.751, pair=0.273, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 241/333 [03:36<01:06,  1.39it/s, loss=0.630, pair=0.518, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 242/333 [03:36<01:02,  1.44it/s, loss=0.630, pair=0.518, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 242/333 [03:37<01:02,  1.44it/s, loss=0.635, pair=0.346, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 243/333 [03:37<01:05,  1.38it/s, loss=0.635, pair=0.346, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 243/333 [03:38<01:05,  1.38it/s, loss=0.673, pair=0.559, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 244/333 [03:38<01:01,  1.45it/s, loss=0.673, pair=0.559, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 244/333 [03:39<01:01,  1.45it/s, loss=0.764, pair=0.440, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 245/333 [03:39<01:03,  1.38it/s, loss=0.764, pair=0.440, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 245/333 [03:39<01:03,  1.38it/s, loss=0.660, pair=0.313, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 246/333 [03:39<01:00,  1.44it/s, loss=0.660, pair=0.313, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 246/333 [03:40<01:00,  1.44it/s, loss=0.720, pair=0.454, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 247/333 [03:40<01:02,  1.38it/s, loss=0.720, pair=0.454, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 247/333 [03:41<01:02,  1.38it/s, loss=0.653, pair=0.635, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 248/333 [03:41<00:58,  1.46it/s, loss=0.653, pair=0.635, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 248/333 [03:41<00:58,  1.46it/s, loss=0.778, pair=0.548, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 249/333 [03:41<00:59,  1.41it/s, loss=0.778, pair=0.548, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 249/333 [03:42<00:59,  1.41it/s, loss=0.708, pair=0.434, adv=3.337, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 250/333 [03:42<00:57,  1.45it/s, loss=0.708, pair=0.434, adv=3.337, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 250/333 [03:43<00:57,  1.45it/s, loss=0.992, pair=0.306, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 251/333 [03:43<00:59,  1.39it/s, loss=0.992, pair=0.306, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 251/333 [03:43<00:59,  1.39it/s, loss=0.584, pair=0.455, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 252/333 [03:43<00:54,  1.48it/s, loss=0.584, pair=0.455, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 252/333 [03:44<00:54,  1.48it/s, loss=1.134, pair=0.248, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 253/333 [03:44<00:55,  1.45it/s, loss=1.134, pair=0.248, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 253/333 [03:45<00:55,  1.45it/s, loss=0.676, pair=0.300, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 254/333 [03:45<00:52,  1.51it/s, loss=0.676, pair=0.300, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 254/333 [03:45<00:52,  1.51it/s, loss=0.788, pair=0.387, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 255/333 [03:45<00:54,  1.44it/s, loss=0.788, pair=0.387, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 255/333 [03:46<00:54,  1.44it/s, loss=0.629, pair=0.424, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 256/333 [03:46<00:51,  1.48it/s, loss=0.629, pair=0.424, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 256/333 [03:47<00:51,  1.48it/s, loss=0.920, pair=0.491, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 257/333 [03:47<00:53,  1.41it/s, loss=0.920, pair=0.491, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 257/333 [03:47<00:53,  1.41it/s, loss=0.880, pair=0.486, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 258/333 [03:47<00:49,  1.51it/s, loss=0.880, pair=0.486, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 258/333 [03:48<00:49,  1.51it/s, loss=0.918, pair=0.414, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 259/333 [03:48<00:53,  1.38it/s, loss=0.918, pair=0.414, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 259/333 [03:49<00:53,  1.38it/s, loss=0.768, pair=0.345, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 260/333 [03:49<00:49,  1.48it/s, loss=0.768, pair=0.345, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 260/333 [03:50<00:49,  1.48it/s, loss=0.895, pair=0.550, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 261/333 [03:50<00:50,  1.43it/s, loss=0.895, pair=0.550, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 261/333 [03:50<00:50,  1.43it/s, loss=0.745, pair=0.502, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 262/333 [03:50<00:47,  1.50it/s, loss=0.745, pair=0.502, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 262/333 [03:51<00:47,  1.50it/s, loss=0.785, pair=0.430, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 263/333 [03:51<00:48,  1.44it/s, loss=0.785, pair=0.430, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 263/333 [03:52<00:48,  1.44it/s, loss=0.592, pair=0.418, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 264/333 [03:52<00:46,  1.50it/s, loss=0.592, pair=0.418, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 264/333 [03:52<00:46,  1.50it/s, loss=0.733, pair=0.468, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 265/333 [03:52<00:47,  1.44it/s, loss=0.733, pair=0.468, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 265/333 [03:53<00:47,  1.44it/s, loss=0.578, pair=0.493, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 266/333 [03:53<00:44,  1.50it/s, loss=0.578, pair=0.493, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 266/333 [03:54<00:44,  1.50it/s, loss=1.055, pair=0.587, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 267/333 [03:54<00:47,  1.40it/s, loss=1.055, pair=0.587, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 267/333 [03:54<00:47,  1.40it/s, loss=0.834, pair=0.451, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 268/333 [03:54<00:44,  1.47it/s, loss=0.834, pair=0.451, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 268/333 [03:55<00:44,  1.47it/s, loss=0.826, pair=0.344, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 269/333 [03:55<00:45,  1.42it/s, loss=0.826, pair=0.344, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 269/333 [03:56<00:45,  1.42it/s, loss=0.617, pair=0.407, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 270/333 [03:56<00:42,  1.48it/s, loss=0.617, pair=0.407, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 270/333 [03:56<00:42,  1.48it/s, loss=0.839, pair=0.451, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 271/333 [03:56<00:43,  1.42it/s, loss=0.839, pair=0.451, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 271/333 [03:57<00:43,  1.42it/s, loss=0.791, pair=0.381, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 272/333 [03:57<00:40,  1.50it/s, loss=0.791, pair=0.381, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 272/333 [03:58<00:40,  1.50it/s, loss=0.839, pair=0.268, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 273/333 [03:58<00:42,  1.42it/s, loss=0.839, pair=0.268, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 273/333 [03:58<00:42,  1.42it/s, loss=0.845, pair=0.454, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 274/333 [03:58<00:39,  1.48it/s, loss=0.845, pair=0.454, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 274/333 [03:59<00:39,  1.48it/s, loss=0.717, pair=0.399, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 275/333 [03:59<00:41,  1.41it/s, loss=0.717, pair=0.399, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 275/333 [04:00<00:41,  1.41it/s, loss=0.606, pair=0.498, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 276/333 [04:00<00:38,  1.47it/s, loss=0.606, pair=0.498, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 276/333 [04:01<00:38,  1.47it/s, loss=0.832, pair=0.404, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 277/333 [04:01<00:38,  1.45it/s, loss=0.832, pair=0.404, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 277/333 [04:01<00:38,  1.45it/s, loss=0.567, pair=0.262, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 278/333 [04:01<00:36,  1.51it/s, loss=0.567, pair=0.262, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 278/333 [04:02<00:36,  1.51it/s, loss=0.860, pair=0.398, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 279/333 [04:02<00:38,  1.39it/s, loss=0.860, pair=0.398, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 279/333 [04:03<00:38,  1.39it/s, loss=0.648, pair=0.475, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 280/333 [04:03<00:36,  1.46it/s, loss=0.648, pair=0.475, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 280/333 [04:03<00:36,  1.46it/s, loss=0.942, pair=0.442, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 281/333 [04:03<00:36,  1.41it/s, loss=0.942, pair=0.442, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 281/333 [04:04<00:36,  1.41it/s, loss=0.795, pair=0.282, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 282/333 [04:04<00:34,  1.49it/s, loss=0.795, pair=0.282, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 282/333 [04:05<00:34,  1.49it/s, loss=0.934, pair=0.453, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 283/333 [04:05<00:35,  1.42it/s, loss=0.934, pair=0.453, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 283/333 [04:05<00:35,  1.42it/s, loss=0.754, pair=0.226, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 284/333 [04:05<00:33,  1.48it/s, loss=0.754, pair=0.226, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 284/333 [04:06<00:33,  1.48it/s, loss=0.852, pair=0.266, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 285/333 [04:06<00:33,  1.41it/s, loss=0.852, pair=0.266, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 285/333 [04:07<00:33,  1.41it/s, loss=0.573, pair=0.407, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 286/333 [04:07<00:31,  1.49it/s, loss=0.573, pair=0.407, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 286/333 [04:08<00:31,  1.49it/s, loss=0.870, pair=0.327, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 287/333 [04:08<00:33,  1.39it/s, loss=0.870, pair=0.327, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 287/333 [04:08<00:33,  1.39it/s, loss=0.657, pair=0.444, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 288/333 [04:08<00:30,  1.48it/s, loss=0.657, pair=0.444, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 288/333 [04:09<00:30,  1.48it/s, loss=0.886, pair=0.258, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 289/333 [04:09<00:31,  1.39it/s, loss=0.886, pair=0.258, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 289/333 [04:10<00:31,  1.39it/s, loss=0.835, pair=0.358, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 290/333 [04:10<00:29,  1.46it/s, loss=0.835, pair=0.358, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 290/333 [04:10<00:29,  1.46it/s, loss=0.779, pair=0.342, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 291/333 [04:10<00:30,  1.40it/s, loss=0.779, pair=0.342, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 291/333 [04:11<00:30,  1.40it/s, loss=0.790, pair=0.275, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 292/333 [04:11<00:27,  1.49it/s, loss=0.790, pair=0.275, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 292/333 [04:12<00:27,  1.49it/s, loss=0.847, pair=0.283, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 293/333 [04:12<00:28,  1.40it/s, loss=0.847, pair=0.283, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 293/333 [04:12<00:28,  1.40it/s, loss=0.792, pair=0.560, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 294/333 [04:12<00:26,  1.47it/s, loss=0.792, pair=0.560, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 294/333 [04:13<00:26,  1.47it/s, loss=0.870, pair=0.482, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 295/333 [04:13<00:27,  1.40it/s, loss=0.870, pair=0.482, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 295/333 [04:14<00:27,  1.40it/s, loss=0.663, pair=0.284, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 296/333 [04:14<00:24,  1.49it/s, loss=0.663, pair=0.284, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 296/333 [04:14<00:24,  1.49it/s, loss=0.770, pair=0.523, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 297/333 [04:14<00:25,  1.39it/s, loss=0.770, pair=0.523, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 297/333 [04:15<00:25,  1.39it/s, loss=0.604, pair=0.475, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 298/333 [04:15<00:23,  1.48it/s, loss=0.604, pair=0.475, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 298/333 [04:16<00:23,  1.48it/s, loss=0.869, pair=0.650, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 299/333 [04:16<00:23,  1.42it/s, loss=0.869, pair=0.650, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 299/333 [04:16<00:23,  1.42it/s, loss=0.707, pair=0.348, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 300/333 [04:16<00:22,  1.50it/s, loss=0.707, pair=0.348, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 300/333 [04:17<00:22,  1.50it/s, loss=0.757, pair=0.394, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 301/333 [04:17<00:22,  1.45it/s, loss=0.757, pair=0.394, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 301/333 [04:18<00:22,  1.45it/s, loss=0.647, pair=0.367, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 302/333 [04:18<00:20,  1.51it/s, loss=0.647, pair=0.367, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 302/333 [04:19<00:20,  1.51it/s, loss=0.771, pair=0.440, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 303/333 [04:19<00:21,  1.39it/s, loss=0.771, pair=0.440, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 303/333 [04:19<00:21,  1.39it/s, loss=0.716, pair=0.393, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 304/333 [04:19<00:20,  1.44it/s, loss=0.716, pair=0.393, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 304/333 [04:20<00:20,  1.44it/s, loss=0.635, pair=0.497, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 305/333 [04:20<00:19,  1.41it/s, loss=0.635, pair=0.497, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 305/333 [04:21<00:19,  1.41it/s, loss=0.801, pair=0.546, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 306/333 [04:21<00:18,  1.48it/s, loss=0.801, pair=0.546, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 306/333 [04:21<00:18,  1.48it/s, loss=1.010, pair=0.436, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 307/333 [04:21<00:18,  1.41it/s, loss=1.010, pair=0.436, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 307/333 [04:22<00:18,  1.41it/s, loss=0.749, pair=0.604, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 308/333 [04:22<00:17,  1.45it/s, loss=0.749, pair=0.604, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 308/333 [04:23<00:17,  1.45it/s, loss=0.845, pair=0.284, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 309/333 [04:23<00:16,  1.41it/s, loss=0.845, pair=0.284, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 309/333 [04:23<00:16,  1.41it/s, loss=0.599, pair=0.320, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 310/333 [04:23<00:15,  1.49it/s, loss=0.599, pair=0.320, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 310/333 [04:24<00:15,  1.49it/s, loss=0.732, pair=0.290, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 311/333 [04:24<00:15,  1.42it/s, loss=0.732, pair=0.290, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 311/333 [04:25<00:15,  1.42it/s, loss=0.538, pair=0.546, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 312/333 [04:25<00:14,  1.47it/s, loss=0.538, pair=0.546, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 312/333 [04:25<00:14,  1.47it/s, loss=0.790, pair=0.591, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 313/333 [04:25<00:13,  1.44it/s, loss=0.790, pair=0.591, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 313/333 [04:26<00:13,  1.44it/s, loss=0.646, pair=0.415, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 314/333 [04:26<00:12,  1.50it/s, loss=0.646, pair=0.415, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 314/333 [04:27<00:12,  1.50it/s, loss=0.708, pair=0.448, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 315/333 [04:27<00:12,  1.43it/s, loss=0.708, pair=0.448, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 315/333 [04:27<00:12,  1.43it/s, loss=0.581, pair=0.492, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 316/333 [04:27<00:11,  1.47it/s, loss=0.581, pair=0.492, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 316/333 [04:28<00:11,  1.47it/s, loss=0.772, pair=0.274, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 317/333 [04:28<00:11,  1.41it/s, loss=0.772, pair=0.274, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 317/333 [04:29<00:11,  1.41it/s, loss=0.737, pair=0.518, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 318/333 [04:29<00:10,  1.46it/s, loss=0.737, pair=0.518, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 318/333 [04:30<00:10,  1.46it/s, loss=0.651, pair=0.308, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 319/333 [04:30<00:09,  1.42it/s, loss=0.651, pair=0.308, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 319/333 [04:30<00:09,  1.42it/s, loss=0.638, pair=0.421, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 320/333 [04:30<00:08,  1.48it/s, loss=0.638, pair=0.421, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 320/333 [04:31<00:08,  1.48it/s, loss=0.750, pair=0.515, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 321/333 [04:31<00:08,  1.37it/s, loss=0.750, pair=0.515, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 321/333 [04:32<00:08,  1.37it/s, loss=0.523, pair=0.515, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 322/333 [04:32<00:07,  1.45it/s, loss=0.523, pair=0.515, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 322/333 [04:32<00:07,  1.45it/s, loss=0.643, pair=0.377, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 323/333 [04:32<00:07,  1.38it/s, loss=0.643, pair=0.377, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 323/333 [04:33<00:07,  1.38it/s, loss=0.617, pair=0.532, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 324/333 [04:33<00:06,  1.47it/s, loss=0.617, pair=0.532, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 324/333 [04:34<00:06,  1.47it/s, loss=0.815, pair=0.338, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 325/333 [04:34<00:05,  1.41it/s, loss=0.815, pair=0.338, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 325/333 [04:34<00:05,  1.41it/s, loss=0.720, pair=0.312, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 326/333 [04:34<00:04,  1.47it/s, loss=0.720, pair=0.312, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 326/333 [04:35<00:04,  1.47it/s, loss=0.857, pair=0.476, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 327/333 [04:35<00:04,  1.43it/s, loss=0.857, pair=0.476, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 327/333 [04:36<00:04,  1.43it/s, loss=0.694, pair=0.390, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 328/333 [04:36<00:03,  1.49it/s, loss=0.694, pair=0.390, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 328/333 [04:37<00:03,  1.49it/s, loss=0.765, pair=0.390, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 329/333 [04:37<00:02,  1.42it/s, loss=0.765, pair=0.390, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 329/333 [04:37<00:02,  1.42it/s, loss=0.680, pair=0.381, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 330/333 [04:37<00:02,  1.49it/s, loss=0.680, pair=0.381, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 330/333 [04:38<00:02,  1.49it/s, loss=0.762, pair=0.507, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 331/333 [04:38<00:01,  1.43it/s, loss=0.762, pair=0.507, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 331/333 [04:39<00:01,  1.43it/s, loss=0.805, pair=0.572, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 332/333 [04:39<00:00,  1.50it/s, loss=0.805, pair=0.572, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 332/333 [04:39<00:00,  1.50it/s, loss=1.005, pair=0.346, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|█| 333/333 [04:39<00:00,  1.42it/s, loss=1.005, pair=0.346, adv=3.354, sprd=0.05
                                                                                                              
Epoch 001/60 [S1:deg_only]  loss=0.8518  mat=0.1967  sens=1.4118  pair=0.4040  adv=3.3613(rand=3.37)  deg=0.1070  orth=0.3061  spread=0.0521  q_mean=49.1  q_std=0.8  α=0.10 β=0.00 γ=1.00 λ_grl=0.000  lr=1.00e-04  280s

Ep 002/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 002/60 [S1:deg_only]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.798, pair=0.345, adv=3.356, sprd=0.052]
Ep 002/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:08,  1.11s/it, loss=0.798, pair=0.345, adv=3.356, sprd=0.052]
Ep 002/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:08,  1.11s/it, loss=0.664, pair=0.432, adv=3.353, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:33,  1.21it/s, loss=0.664, pair=0.432, adv=3.353, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:33,  1.21it/s, loss=0.803, pair=0.656, adv=3.358, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:22,  1.26it/s, loss=0.803, pair=0.656, adv=3.358, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:22,  1.26it/s, loss=0.722, pair=0.518, adv=3.341, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:58,  1.38it/s, loss=0.722, pair=0.518, adv=3.341, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:58,  1.38it/s, loss=0.694, pair=0.375, adv=3.331, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:04,  1.34it/s, loss=0.694, pair=0.375, adv=3.331, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:04,  1.34it/s, loss=0.626, pair=0.442, adv=3.376, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:46,  1.44it/s, loss=0.626, pair=0.442, adv=3.376, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:46,  1.44it/s, loss=0.690, pair=0.341, adv=3.380, sprd=0.051]
Ep 002/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:49,  1.42it/s, loss=0.690, pair=0.341, adv=3.380, sprd=0.051]
Ep 002/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:49,  1.42it/s, loss=0.603, pair=0.386, adv=3.377, sprd=0.051]
Ep 002/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:41,  1.46it/s, loss=0.603, pair=0.386, adv=3.377, sprd=0.051]
Ep 002/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:41,  1.46it/s, loss=0.916, pair=0.491, adv=3.364, sprd=0.052]
Ep 002/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:45,  1.43it/s, loss=0.916, pair=0.491, adv=3.364, sprd=0.052]
Ep 002/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:45,  1.43it/s, loss=0.675, pair=0.597, adv=3.372, sprd=0.051]
Ep 002/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.675, pair=0.597, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.723, pair=0.378, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:   3%| | 11/333 [00:07<03:42,  1.45it/s, loss=0.723, pair=0.378, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:42,  1.45it/s, loss=0.851, pair=0.431, adv=3.377, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:32,  1.51it/s, loss=0.851, pair=0.431, adv=3.377, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:32,  1.51it/s, loss=0.846, pair=0.587, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:43,  1.43it/s, loss=0.846, pair=0.587, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:43,  1.43it/s, loss=0.731, pair=0.479, adv=3.359, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:35,  1.48it/s, loss=0.731, pair=0.479, adv=3.359, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.889, pair=0.515, adv=3.364, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:43,  1.43it/s, loss=0.889, pair=0.515, adv=3.364, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:43,  1.43it/s, loss=0.631, pair=0.228, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:35,  1.47it/s, loss=0.631, pair=0.228, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:35,  1.47it/s, loss=0.707, pair=0.474, adv=3.354, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.42it/s, loss=0.707, pair=0.474, adv=3.354, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.42it/s, loss=0.722, pair=0.656, adv=3.366, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:32,  1.49it/s, loss=0.722, pair=0.656, adv=3.366, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:32,  1.49it/s, loss=0.764, pair=0.389, adv=3.372, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:46,  1.39it/s, loss=0.764, pair=0.389, adv=3.372, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:46,  1.39it/s, loss=0.819, pair=0.518, adv=3.347, sprd=0.051
Ep 002/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.819, pair=0.518, adv=3.347, sprd=0.051
Ep 002/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.659, pair=0.676, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:41,  1.41it/s, loss=0.659, pair=0.676, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:41,  1.41it/s, loss=0.657, pair=0.376, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:31,  1.47it/s, loss=0.657, pair=0.376, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:31,  1.47it/s, loss=0.712, pair=0.567, adv=3.338, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.40it/s, loss=0.712, pair=0.567, adv=3.338, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.40it/s, loss=0.621, pair=0.428, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:29,  1.47it/s, loss=0.621, pair=0.428, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:29,  1.47it/s, loss=0.733, pair=0.456, adv=3.351, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:37,  1.42it/s, loss=0.733, pair=0.456, adv=3.351, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:37,  1.42it/s, loss=0.592, pair=0.412, adv=3.388, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:26,  1.49it/s, loss=0.592, pair=0.412, adv=3.388, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:26,  1.49it/s, loss=0.657, pair=0.287, adv=3.351, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:36,  1.42it/s, loss=0.657, pair=0.287, adv=3.351, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:36,  1.42it/s, loss=0.606, pair=0.537, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:26,  1.47it/s, loss=0.606, pair=0.537, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:26,  1.47it/s, loss=0.773, pair=0.430, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.773, pair=0.430, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.595, pair=0.501, adv=3.386, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:23,  1.49it/s, loss=0.595, pair=0.501, adv=3.386, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.647, pair=0.571, adv=3.346, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:33,  1.41it/s, loss=0.647, pair=0.571, adv=3.346, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:33,  1.41it/s, loss=0.601, pair=0.484, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:22,  1.49it/s, loss=0.601, pair=0.484, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:22,  1.49it/s, loss=0.850, pair=0.523, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.850, pair=0.523, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.617, pair=0.365, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:21,  1.48it/s, loss=0.617, pair=0.365, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:21,  1.48it/s, loss=0.893, pair=0.347, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:30,  1.41it/s, loss=0.893, pair=0.347, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:30,  1.41it/s, loss=0.604, pair=0.332, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:21,  1.48it/s, loss=0.604, pair=0.332, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:21,  1.48it/s, loss=0.692, pair=0.689, adv=3.366, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:28,  1.42it/s, loss=0.692, pair=0.689, adv=3.366, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:28,  1.42it/s, loss=0.679, pair=0.487, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.679, pair=0.487, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.697, pair=0.474, adv=3.357, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:29,  1.40it/s, loss=0.697, pair=0.474, adv=3.357, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:29,  1.40it/s, loss=0.595, pair=0.412, adv=3.382, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.595, pair=0.412, adv=3.382, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.707, pair=0.592, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:34,  1.36it/s, loss=0.707, pair=0.592, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:34,  1.36it/s, loss=0.598, pair=0.478, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:22,  1.44it/s, loss=0.598, pair=0.478, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:22,  1.44it/s, loss=0.657, pair=0.453, adv=3.362, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:25,  1.41it/s, loss=0.657, pair=0.453, adv=3.362, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:25,  1.41it/s, loss=0.596, pair=0.342, adv=3.364, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:12,  1.50it/s, loss=0.596, pair=0.342, adv=3.364, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:12,  1.50it/s, loss=0.722, pair=0.555, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:22,  1.42it/s, loss=0.722, pair=0.555, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:22,  1.42it/s, loss=0.636, pair=0.381, adv=3.367, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.636, pair=0.381, adv=3.367, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.676, pair=0.438, adv=3.355, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:21,  1.42it/s, loss=0.676, pair=0.438, adv=3.355, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:21,  1.42it/s, loss=0.637, pair=0.451, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:12,  1.48it/s, loss=0.637, pair=0.451, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:12,  1.48it/s, loss=0.742, pair=0.572, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.43it/s, loss=0.742, pair=0.572, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.43it/s, loss=0.617, pair=0.535, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:07,  1.51it/s, loss=0.617, pair=0.535, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:07,  1.51it/s, loss=0.712, pair=0.499, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:21,  1.40it/s, loss=0.712, pair=0.499, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:21,  1.40it/s, loss=0.570, pair=0.530, adv=3.371, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.570, pair=0.530, adv=3.371, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 52/333 [00:37<03:10,  1.47it/s, loss=0.703, pair=0.702, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:20,  1.39it/s, loss=0.703, pair=0.702, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:20,  1.39it/s, loss=0.707, pair=0.500, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:11,  1.46it/s, loss=0.707, pair=0.500, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:11,  1.46it/s, loss=0.822, pair=0.570, adv=3.355, sprd=0.052
Ep 002/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.822, pair=0.570, adv=3.355, sprd=0.052
Ep 002/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.603, pair=0.465, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:05,  1.49it/s, loss=0.603, pair=0.465, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:05,  1.49it/s, loss=0.714, pair=0.446, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:11,  1.44it/s, loss=0.714, pair=0.446, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:11,  1.44it/s, loss=0.611, pair=0.343, adv=3.345, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:00,  1.52it/s, loss=0.611, pair=0.343, adv=3.345, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:00,  1.52it/s, loss=0.827, pair=0.298, adv=3.361, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:05,  1.48it/s, loss=0.827, pair=0.298, adv=3.361, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:05,  1.48it/s, loss=0.662, pair=0.503, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<02:59,  1.52it/s, loss=0.662, pair=0.503, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<02:59,  1.52it/s, loss=0.781, pair=0.457, adv=3.368, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:09,  1.44it/s, loss=0.781, pair=0.457, adv=3.368, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:09,  1.44it/s, loss=0.718, pair=0.381, adv=3.369, sprd=0.052
Ep 002/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:00,  1.50it/s, loss=0.718, pair=0.381, adv=3.369, sprd=0.052
Ep 002/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:00,  1.50it/s, loss=0.842, pair=0.521, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:10,  1.42it/s, loss=0.842, pair=0.521, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:10,  1.42it/s, loss=0.558, pair=0.501, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:03,  1.47it/s, loss=0.558, pair=0.501, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:03,  1.47it/s, loss=0.765, pair=0.622, adv=3.350, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:12,  1.39it/s, loss=0.765, pair=0.622, adv=3.350, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:12,  1.39it/s, loss=0.612, pair=0.530, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:01,  1.47it/s, loss=0.612, pair=0.530, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:01,  1.47it/s, loss=0.788, pair=0.482, adv=3.381, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:06,  1.43it/s, loss=0.788, pair=0.482, adv=3.381, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:06,  1.43it/s, loss=0.601, pair=0.575, adv=3.345, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:58,  1.48it/s, loss=0.601, pair=0.575, adv=3.345, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<02:58,  1.48it/s, loss=0.819, pair=0.574, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:09,  1.40it/s, loss=0.819, pair=0.574, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:09,  1.40it/s, loss=0.560, pair=0.481, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:57,  1.48it/s, loss=0.560, pair=0.481, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:57,  1.48it/s, loss=0.821, pair=0.442, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:12,  1.36it/s, loss=0.821, pair=0.442, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 71/333 [00:50<03:12,  1.36it/s, loss=0.657, pair=0.410, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<03:00,  1.45it/s, loss=0.657, pair=0.410, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<03:00,  1.45it/s, loss=0.699, pair=0.371, adv=3.384, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:06,  1.39it/s, loss=0.699, pair=0.371, adv=3.384, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:06,  1.39it/s, loss=0.580, pair=0.650, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:58,  1.45it/s, loss=0.580, pair=0.650, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:58,  1.45it/s, loss=0.614, pair=0.504, adv=3.366, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.614, pair=0.504, adv=3.366, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.597, pair=0.387, adv=3.378, sprd=0.052
Ep 002/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:53,  1.48it/s, loss=0.597, pair=0.387, adv=3.378, sprd=0.052
Ep 002/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:53,  1.48it/s, loss=0.650, pair=0.372, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:01,  1.41it/s, loss=0.650, pair=0.372, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.614, pair=0.431, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.614, pair=0.431, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.671, pair=0.629, adv=3.344, sprd=0.052
Ep 002/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:59,  1.41it/s, loss=0.671, pair=0.629, adv=3.344, sprd=0.052
Ep 002/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.509, pair=0.757, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.509, pair=0.757, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:50,  1.48it/s, loss=0.757, pair=0.464, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:58,  1.42it/s, loss=0.757, pair=0.464, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:58,  1.42it/s, loss=0.669, pair=0.492, adv=3.349, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:50,  1.47it/s, loss=0.669, pair=0.492, adv=3.349, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:50,  1.47it/s, loss=0.695, pair=0.482, adv=3.345, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:56,  1.42it/s, loss=0.695, pair=0.482, adv=3.345, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:56,  1.42it/s, loss=0.704, pair=0.379, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:43,  1.52it/s, loss=0.704, pair=0.379, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:43,  1.52it/s, loss=0.663, pair=0.397, adv=3.378, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:51,  1.44it/s, loss=0.663, pair=0.397, adv=3.378, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:51,  1.44it/s, loss=0.530, pair=0.504, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:44,  1.50it/s, loss=0.530, pair=0.504, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:44,  1.50it/s, loss=0.678, pair=0.563, adv=3.371, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.678, pair=0.563, adv=3.371, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.588, pair=0.380, adv=3.348, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:46,  1.47it/s, loss=0.588, pair=0.380, adv=3.348, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:46,  1.47it/s, loss=0.633, pair=0.459, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:53,  1.41it/s, loss=0.633, pair=0.459, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:53,  1.41it/s, loss=0.546, pair=0.432, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.546, pair=0.432, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:42,  1.49it/s, loss=0.685, pair=0.425, adv=3.349, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:47,  1.45it/s, loss=0.685, pair=0.425, adv=3.349, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:47,  1.45it/s, loss=0.692, pair=0.275, adv=3.371, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:38,  1.52it/s, loss=0.692, pair=0.275, adv=3.371, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:38,  1.52it/s, loss=0.718, pair=0.556, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:46,  1.44it/s, loss=0.718, pair=0.556, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:46,  1.44it/s, loss=0.627, pair=0.477, adv=3.365, sprd=0.052
Ep 002/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.49it/s, loss=0.627, pair=0.477, adv=3.365, sprd=0.052
Ep 002/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.49it/s, loss=0.791, pair=0.399, adv=3.397, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:42,  1.46it/s, loss=0.791, pair=0.399, adv=3.397, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:42,  1.46it/s, loss=0.516, pair=0.609, adv=3.367, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:34,  1.53it/s, loss=0.516, pair=0.609, adv=3.367, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:34,  1.53it/s, loss=0.800, pair=0.360, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:54,  1.35it/s, loss=0.800, pair=0.360, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:54,  1.35it/s, loss=0.616, pair=0.471, adv=3.382, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:42,  1.45it/s, loss=0.616, pair=0.471, adv=3.382, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:42,  1.45it/s, loss=0.808, pair=0.456, adv=3.358, sprd=0.052
Ep 002/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.808, pair=0.456, adv=3.358, sprd=0.052
Ep 002/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:45,  1.41it/s, loss=0.732, pair=0.576, adv=3.369, sprd=0.051
Ep 002/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.732, pair=0.576, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:37,  1.48it/s, loss=0.779, pair=0.565, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:42,  1.42it/s, loss=0.779, pair=0.565, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:42,  1.42it/s, loss=0.659, pair=0.584, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:37,  1.47it/s, loss=0.659, pair=0.584, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:37,  1.47it/s, loss=0.651, pair=0.566, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:43,  1.41it/s, loss=0.651, pair=0.566, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:43,  1.41it/s, loss=0.688, pair=0.634, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:36,  1.47it/s, loss=0.688, pair=0.634, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:36,  1.47it/s, loss=0.703, pair=0.618, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:44,  1.39it/s, loss=0.703, pair=0.618, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:44,  1.39it/s, loss=0.710, pair=0.648, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:35,  1.46it/s, loss=0.710, pair=0.648, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:35,  1.46it/s, loss=0.610, pair=0.418, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:42,  1.39it/s, loss=0.610, pair=0.418, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:42,  1.39it/s, loss=0.550, pair=0.479, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:34,  1.46it/s, loss=0.550, pair=0.479, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:34,  1.46it/s, loss=0.686, pair=0.568, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:40,  1.40it/s, loss=0.686, pair=0.568, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:40,  1.40it/s, loss=0.629, pair=0.465, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:30,  1.48it/s, loss=0.629, pair=0.465, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:30,  1.48it/s, loss=0.753, pair=0.418, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:43,  1.36it/s, loss=0.753, pair=0.418, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:43,  1.36it/s, loss=0.530, pair=0.745, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.530, pair=0.745, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:31,  1.46it/s, loss=0.837, pair=0.316, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:35,  1.42it/s, loss=0.837, pair=0.316, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:35,  1.42it/s, loss=0.550, pair=0.415, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:28,  1.48it/s, loss=0.550, pair=0.415, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:28,  1.48it/s, loss=0.872, pair=0.541, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:34,  1.41it/s, loss=0.872, pair=0.541, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:34,  1.41it/s, loss=0.596, pair=0.498, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.596, pair=0.498, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:27,  1.47it/s, loss=0.632, pair=0.546, adv=3.381, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.43it/s, loss=0.632, pair=0.546, adv=3.381, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.43it/s, loss=0.583, pair=0.449, adv=3.341, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:24,  1.49it/s, loss=0.583, pair=0.449, adv=3.341, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:24,  1.49it/s, loss=0.646, pair=0.515, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:30,  1.42it/s, loss=0.646, pair=0.515, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:30,  1.42it/s, loss=0.512, pair=0.525, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:26,  1.46it/s, loss=0.512, pair=0.525, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 120/333 [01:24<02:26,  1.46it/s, loss=0.708, pair=0.456, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:37,  1.35it/s, loss=0.708, pair=0.456, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:37,  1.35it/s, loss=0.601, pair=0.402, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:26,  1.44it/s, loss=0.601, pair=0.402, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:26,  1.44it/s, loss=0.692, pair=0.552, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:29,  1.40it/s, loss=0.692, pair=0.552, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 123/333 [01:26<02:29,  1.40it/s, loss=0.633, pair=0.555, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.633, pair=0.555, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.633, pair=0.591, adv=3.339, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:28,  1.40it/s, loss=0.633, pair=0.591, adv=3.339, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:28,  1.40it/s, loss=0.624, pair=0.545, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.624, pair=0.545, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:20,  1.47it/s, loss=0.837, pair=0.355, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.837, pair=0.355, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.571, pair=0.397, adv=3.360, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:17,  1.50it/s, loss=0.571, pair=0.397, adv=3.360, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:17,  1.50it/s, loss=0.736, pair=0.547, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:22,  1.43it/s, loss=0.736, pair=0.547, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:22,  1.43it/s, loss=0.617, pair=0.480, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:15,  1.50it/s, loss=0.617, pair=0.480, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:15,  1.50it/s, loss=0.666, pair=0.491, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.666, pair=0.491, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:21,  1.43it/s, loss=0.641, pair=0.393, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:14,  1.50it/s, loss=0.641, pair=0.393, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:14,  1.50it/s, loss=0.845, pair=0.623, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:24,  1.39it/s, loss=0.845, pair=0.623, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 133/333 [01:33<02:24,  1.39it/s, loss=0.595, pair=0.629, adv=3.329, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:16,  1.45it/s, loss=0.595, pair=0.629, adv=3.329, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:16,  1.45it/s, loss=0.725, pair=0.708, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:21,  1.40it/s, loss=0.725, pair=0.708, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:21,  1.40it/s, loss=0.548, pair=0.756, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:15,  1.45it/s, loss=0.548, pair=0.756, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:15,  1.45it/s, loss=0.712, pair=0.632, adv=3.406, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.712, pair=0.632, adv=3.406, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.612, pair=0.652, adv=3.335, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.612, pair=0.652, adv=3.335, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:11,  1.48it/s, loss=0.721, pair=0.930, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:16,  1.42it/s, loss=0.721, pair=0.930, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:16,  1.42it/s, loss=0.542, pair=0.655, adv=3.335, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.47it/s, loss=0.542, pair=0.655, adv=3.335, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.47it/s, loss=0.668, pair=0.978, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.668, pair=0.978, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:13,  1.44it/s, loss=0.526, pair=0.747, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:06,  1.50it/s, loss=0.526, pair=0.747, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:06,  1.50it/s, loss=0.588, pair=0.608, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:20,  1.35it/s, loss=0.588, pair=0.608, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 143/333 [01:40<02:20,  1.35it/s, loss=0.519, pair=0.667, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:11,  1.43it/s, loss=0.519, pair=0.667, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:11,  1.43it/s, loss=0.722, pair=0.655, adv=3.351, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:19,  1.34it/s, loss=0.722, pair=0.655, adv=3.351, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:19,  1.34it/s, loss=0.547, pair=0.810, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:10,  1.43it/s, loss=0.547, pair=0.810, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 146/333 [01:42<02:10,  1.43it/s, loss=0.673, pair=0.433, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.673, pair=0.433, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.647, pair=0.353, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.647, pair=0.353, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:06,  1.46it/s, loss=0.896, pair=0.750, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.896, pair=0.750, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 149/333 [01:44<02:11,  1.40it/s, loss=0.498, pair=0.765, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.498, pair=0.765, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.673, pair=0.604, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:05,  1.45it/s, loss=0.673, pair=0.604, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:05,  1.45it/s, loss=0.541, pair=0.686, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<01:58,  1.53it/s, loss=0.541, pair=0.686, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<01:58,  1.53it/s, loss=0.778, pair=0.661, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:03,  1.45it/s, loss=0.778, pair=0.661, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:03,  1.45it/s, loss=0.535, pair=0.695, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:59,  1.50it/s, loss=0.535, pair=0.695, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<01:59,  1.50it/s, loss=0.625, pair=0.746, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:04,  1.43it/s, loss=0.625, pair=0.746, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:04,  1.43it/s, loss=0.549, pair=0.593, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:56,  1.52it/s, loss=0.549, pair=0.593, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:56,  1.52it/s, loss=0.655, pair=0.573, adv=3.351, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:02,  1.44it/s, loss=0.655, pair=0.573, adv=3.351, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:02,  1.44it/s, loss=0.500, pair=0.559, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.500, pair=0.559, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:56,  1.50it/s, loss=0.604, pair=0.701, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:04,  1.40it/s, loss=0.604, pair=0.701, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 159/333 [01:51<02:04,  1.40it/s, loss=0.659, pair=0.634, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:57,  1.47it/s, loss=0.659, pair=0.634, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:57,  1.47it/s, loss=0.615, pair=0.781, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.41it/s, loss=0.615, pair=0.781, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:01,  1.41it/s, loss=0.516, pair=0.629, adv=3.344, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:56,  1.47it/s, loss=0.516, pair=0.629, adv=3.344, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 162/333 [01:53<01:56,  1.47it/s, loss=0.877, pair=0.669, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.877, pair=0.669, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.514, pair=0.625, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.514, pair=0.625, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.569, pair=0.789, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<02:01,  1.38it/s, loss=0.569, pair=0.789, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 165/333 [01:55<02:01,  1.38it/s, loss=0.484, pair=0.739, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.484, pair=0.739, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.561, pair=0.660, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.561, pair=0.660, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:55,  1.43it/s, loss=0.546, pair=0.697, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:51,  1.48it/s, loss=0.546, pair=0.697, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:51,  1.48it/s, loss=0.614, pair=0.667, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:59,  1.38it/s, loss=0.614, pair=0.667, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 169/333 [01:58<01:59,  1.38it/s, loss=0.559, pair=0.566, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:51,  1.46it/s, loss=0.559, pair=0.566, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:51,  1.46it/s, loss=0.638, pair=0.594, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:54,  1.42it/s, loss=0.638, pair=0.594, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:54,  1.42it/s, loss=0.569, pair=0.500, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:48,  1.48it/s, loss=0.569, pair=0.500, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 172/333 [02:00<01:48,  1.48it/s, loss=0.600, pair=0.437, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:51,  1.43it/s, loss=0.600, pair=0.437, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:51,  1.43it/s, loss=0.524, pair=0.750, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:47,  1.48it/s, loss=0.524, pair=0.750, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:47,  1.48it/s, loss=0.786, pair=0.956, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:49,  1.44it/s, loss=0.786, pair=0.956, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 175/333 [02:02<01:49,  1.44it/s, loss=0.565, pair=0.892, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:43,  1.51it/s, loss=0.565, pair=0.892, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:43,  1.51it/s, loss=0.614, pair=0.893, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.614, pair=0.893, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:48,  1.44it/s, loss=0.575, pair=0.585, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:43,  1.50it/s, loss=0.575, pair=0.585, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 178/333 [02:04<01:43,  1.50it/s, loss=0.677, pair=0.256, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:47,  1.43it/s, loss=0.677, pair=0.256, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:47,  1.43it/s, loss=0.544, pair=0.657, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.544, pair=0.657, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:42,  1.49it/s, loss=0.675, pair=0.840, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.42it/s, loss=0.675, pair=0.840, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:47,  1.42it/s, loss=0.549, pair=0.550, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:41,  1.48it/s, loss=0.549, pair=0.550, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:41,  1.48it/s, loss=0.823, pair=0.985, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:44,  1.43it/s, loss=0.823, pair=0.985, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:44,  1.43it/s, loss=0.618, pair=0.801, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:39,  1.49it/s, loss=0.618, pair=0.801, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:39,  1.49it/s, loss=0.635, pair=0.746, adv=3.345, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:44,  1.42it/s, loss=0.635, pair=0.746, adv=3.345, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:44,  1.42it/s, loss=0.534, pair=0.804, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.534, pair=0.804, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.703, pair=0.523, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.703, pair=0.523, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:42,  1.42it/s, loss=0.547, pair=0.773, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:37,  1.49it/s, loss=0.547, pair=0.773, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 188/333 [02:11<01:37,  1.49it/s, loss=0.666, pair=0.567, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:41,  1.42it/s, loss=0.666, pair=0.567, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:41,  1.42it/s, loss=0.520, pair=0.840, adv=3.343, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.46it/s, loss=0.520, pair=0.840, adv=3.343, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:38,  1.46it/s, loss=0.699, pair=0.519, adv=3.345, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.699, pair=0.519, adv=3.345, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 191/333 [02:13<01:39,  1.43it/s, loss=0.503, pair=0.581, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.503, pair=0.581, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.625, pair=0.873, adv=3.327, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:39,  1.40it/s, loss=0.625, pair=0.873, adv=3.327, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:39,  1.40it/s, loss=0.513, pair=0.473, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.513, pair=0.473, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:34,  1.47it/s, loss=0.544, pair=0.592, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:39,  1.39it/s, loss=0.544, pair=0.592, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:39,  1.39it/s, loss=0.507, pair=0.619, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:34,  1.44it/s, loss=0.507, pair=0.619, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:34,  1.44it/s, loss=0.660, pair=0.719, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:37,  1.40it/s, loss=0.660, pair=0.719, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:37,  1.40it/s, loss=0.620, pair=0.503, adv=3.336, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.45it/s, loss=0.620, pair=0.503, adv=3.336, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 198/333 [02:18<01:32,  1.45it/s, loss=0.774, pair=0.902, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:38,  1.36it/s, loss=0.774, pair=0.902, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:38,  1.36it/s, loss=0.599, pair=0.694, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:32,  1.44it/s, loss=0.599, pair=0.694, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:32,  1.44it/s, loss=0.562, pair=0.596, adv=3.342, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:34,  1.39it/s, loss=0.562, pair=0.596, adv=3.342, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 201/333 [02:20<01:34,  1.39it/s, loss=0.496, pair=0.751, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:30,  1.45it/s, loss=0.496, pair=0.751, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:30,  1.45it/s, loss=0.655, pair=0.828, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:32,  1.40it/s, loss=0.655, pair=0.828, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:32,  1.40it/s, loss=0.553, pair=0.812, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:28,  1.46it/s, loss=0.553, pair=0.812, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:28,  1.46it/s, loss=0.755, pair=0.679, adv=3.345, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:33,  1.37it/s, loss=0.755, pair=0.679, adv=3.345, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 205/333 [02:23<01:33,  1.37it/s, loss=0.541, pair=0.698, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:28,  1.44it/s, loss=0.541, pair=0.698, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:28,  1.44it/s, loss=0.615, pair=0.405, adv=3.347, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:30,  1.40it/s, loss=0.615, pair=0.405, adv=3.347, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:30,  1.40it/s, loss=0.599, pair=0.558, adv=3.331, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:26,  1.45it/s, loss=0.599, pair=0.558, adv=3.331, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 208/333 [02:25<01:26,  1.45it/s, loss=0.614, pair=0.650, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:28,  1.39it/s, loss=0.614, pair=0.650, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:28,  1.39it/s, loss=0.542, pair=0.681, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:24,  1.45it/s, loss=0.542, pair=0.681, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:24,  1.45it/s, loss=0.749, pair=0.745, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.749, pair=0.745, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 211/333 [02:27<01:26,  1.41it/s, loss=0.576, pair=0.696, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.576, pair=0.696, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.698, pair=0.459, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.41it/s, loss=0.698, pair=0.459, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:25,  1.41it/s, loss=0.657, pair=0.742, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.657, pair=0.742, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 214/333 [02:29<01:20,  1.48it/s, loss=0.596, pair=1.108, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.42it/s, loss=0.596, pair=1.108, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.42it/s, loss=0.522, pair=0.766, adv=3.344, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.48it/s, loss=0.522, pair=0.766, adv=3.344, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:19,  1.48it/s, loss=0.680, pair=1.123, adv=3.348, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:22,  1.41it/s, loss=0.680, pair=1.123, adv=3.348, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 217/333 [02:31<01:22,  1.41it/s, loss=0.564, pair=0.901, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:18,  1.47it/s, loss=0.564, pair=0.901, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 218/333 [02:32<01:18,  1.47it/s, loss=0.687, pair=0.909, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:21,  1.41it/s, loss=0.687, pair=0.909, adv=3.337, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:21,  1.41it/s, loss=0.494, pair=1.183, adv=3.338, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:17,  1.46it/s, loss=0.494, pair=1.183, adv=3.338, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:17,  1.46it/s, loss=0.715, pair=0.947, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:20,  1.40it/s, loss=0.715, pair=0.947, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 221/333 [02:34<01:20,  1.40it/s, loss=0.623, pair=0.901, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:16,  1.46it/s, loss=0.623, pair=0.901, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:16,  1.46it/s, loss=0.598, pair=0.673, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:18,  1.40it/s, loss=0.598, pair=0.673, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:18,  1.40it/s, loss=0.571, pair=0.851, adv=3.381, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:14,  1.46it/s, loss=0.571, pair=0.851, adv=3.381, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 224/333 [02:36<01:14,  1.46it/s, loss=0.594, pair=1.009, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:16,  1.41it/s, loss=0.594, pair=1.009, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:16,  1.41it/s, loss=0.529, pair=0.693, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.47it/s, loss=0.529, pair=0.693, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:12,  1.47it/s, loss=0.523, pair=0.664, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:14,  1.41it/s, loss=0.523, pair=0.664, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 227/333 [02:38<01:14,  1.41it/s, loss=0.502, pair=0.967, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.49it/s, loss=0.502, pair=0.967, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 228/333 [02:39<01:10,  1.49it/s, loss=0.653, pair=0.729, adv=3.381, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:14,  1.39it/s, loss=0.653, pair=0.729, adv=3.381, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:14,  1.39it/s, loss=0.469, pair=0.759, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:10,  1.47it/s, loss=0.469, pair=0.759, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 230/333 [02:40<01:10,  1.47it/s, loss=0.624, pair=0.833, adv=3.399, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:13,  1.39it/s, loss=0.624, pair=0.833, adv=3.399, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 231/333 [02:41<01:13,  1.39it/s, loss=0.467, pair=1.100, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:09,  1.46it/s, loss=0.467, pair=1.100, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:09,  1.46it/s, loss=0.638, pair=0.648, adv=3.399, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.41it/s, loss=0.638, pair=0.648, adv=3.399, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 233/333 [02:42<01:10,  1.41it/s, loss=0.524, pair=0.725, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:06,  1.48it/s, loss=0.524, pair=0.725, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 234/333 [02:43<01:06,  1.48it/s, loss=0.564, pair=1.000, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:08,  1.43it/s, loss=0.564, pair=1.000, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:08,  1.43it/s, loss=0.551, pair=0.639, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.51it/s, loss=0.551, pair=0.639, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:04,  1.51it/s, loss=0.541, pair=0.769, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.541, pair=0.769, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 237/333 [02:45<01:07,  1.42it/s, loss=0.457, pair=0.847, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.457, pair=0.847, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.666, pair=1.055, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.666, pair=1.055, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:06,  1.42it/s, loss=0.551, pair=1.020, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.551, pair=1.020, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  72%|▋| 240/333 [02:47<01:02,  1.49it/s, loss=0.595, pair=0.856, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.43it/s, loss=0.595, pair=0.856, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.43it/s, loss=0.567, pair=0.773, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.567, pair=0.773, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:00,  1.51it/s, loss=0.608, pair=0.999, adv=3.343, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.41it/s, loss=0.608, pair=0.999, adv=3.343, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 243/333 [02:49<01:03,  1.41it/s, loss=0.537, pair=0.985, adv=3.405, sprd=0.05
Ep 002/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.48it/s, loss=0.537, pair=0.985, adv=3.405, sprd=0.05
Ep 002/60 [S1:deg_only]:  73%|▋| 244/333 [02:50<01:00,  1.48it/s, loss=0.529, pair=1.271, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:02,  1.40it/s, loss=0.529, pair=1.271, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:02,  1.40it/s, loss=0.543, pair=0.475, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.48it/s, loss=0.543, pair=0.475, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<00:58,  1.48it/s, loss=0.685, pair=1.060, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:00,  1.41it/s, loss=0.685, pair=1.060, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 247/333 [02:52<01:00,  1.41it/s, loss=0.466, pair=0.894, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.46it/s, loss=0.466, pair=0.894, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.46it/s, loss=0.574, pair=1.201, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.43it/s, loss=0.574, pair=1.201, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<00:58,  1.43it/s, loss=0.490, pair=0.979, adv=3.348, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.490, pair=0.979, adv=3.348, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 250/333 [02:54<00:56,  1.47it/s, loss=0.644, pair=1.051, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.39it/s, loss=0.644, pair=1.051, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.39it/s, loss=0.539, pair=0.687, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.539, pair=0.687, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:55,  1.46it/s, loss=0.549, pair=0.662, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.549, pair=0.662, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 253/333 [02:56<00:56,  1.41it/s, loss=0.691, pair=1.061, adv=3.345, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:54,  1.45it/s, loss=0.691, pair=1.061, adv=3.345, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 254/333 [02:57<00:54,  1.45it/s, loss=0.794, pair=1.228, adv=3.344, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:56,  1.38it/s, loss=0.794, pair=1.228, adv=3.344, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:56,  1.38it/s, loss=0.495, pair=0.987, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:53,  1.45it/s, loss=0.495, pair=0.987, adv=3.349, sprd=0.05
Ep 002/60 [S1:deg_only]:  77%|▊| 256/333 [02:58<00:53,  1.45it/s, loss=0.661, pair=0.996, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:53,  1.42it/s, loss=0.661, pair=0.996, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 257/333 [02:59<00:53,  1.42it/s, loss=0.520, pair=0.781, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.48it/s, loss=0.520, pair=0.781, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.48it/s, loss=0.532, pair=0.611, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:52,  1.41it/s, loss=0.532, pair=0.611, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  78%|▊| 259/333 [03:00<00:52,  1.41it/s, loss=0.523, pair=1.021, adv=3.353, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.47it/s, loss=0.523, pair=1.021, adv=3.353, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 260/333 [03:01<00:49,  1.47it/s, loss=0.536, pair=0.808, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:49,  1.45it/s, loss=0.536, pair=0.808, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:49,  1.45it/s, loss=0.606, pair=0.786, adv=3.329, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.606, pair=0.786, adv=3.329, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:47,  1.49it/s, loss=0.554, pair=1.073, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.554, pair=1.073, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 263/333 [03:03<00:49,  1.41it/s, loss=0.510, pair=0.983, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.49it/s, loss=0.510, pair=0.983, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  79%|▊| 264/333 [03:04<00:46,  1.49it/s, loss=0.607, pair=0.983, adv=3.344, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:48,  1.41it/s, loss=0.607, pair=0.983, adv=3.344, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:48,  1.41it/s, loss=0.513, pair=1.042, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:45,  1.48it/s, loss=0.513, pair=1.042, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  80%|▊| 266/333 [03:05<00:45,  1.48it/s, loss=0.622, pair=1.238, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.43it/s, loss=0.622, pair=1.238, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.43it/s, loss=0.532, pair=1.318, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.532, pair=1.318, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:43,  1.49it/s, loss=0.562, pair=1.000, adv=3.336, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:45,  1.40it/s, loss=0.562, pair=1.000, adv=3.336, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 269/333 [03:07<00:45,  1.40it/s, loss=0.483, pair=0.759, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:43,  1.47it/s, loss=0.483, pair=0.759, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  81%|▊| 270/333 [03:08<00:43,  1.47it/s, loss=0.535, pair=0.849, adv=3.331, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:44,  1.39it/s, loss=0.535, pair=0.849, adv=3.331, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:44,  1.39it/s, loss=0.532, pair=1.090, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:42,  1.45it/s, loss=0.532, pair=1.090, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 272/333 [03:09<00:42,  1.45it/s, loss=0.600, pair=0.937, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:44,  1.35it/s, loss=0.600, pair=0.937, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 273/333 [03:10<00:44,  1.35it/s, loss=0.459, pair=0.651, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:40,  1.47it/s, loss=0.459, pair=0.651, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 274/333 [03:11<00:40,  1.47it/s, loss=0.633, pair=1.109, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:41,  1.39it/s, loss=0.633, pair=1.109, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:41,  1.39it/s, loss=0.516, pair=0.976, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:39,  1.46it/s, loss=0.516, pair=0.976, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 276/333 [03:12<00:39,  1.46it/s, loss=0.583, pair=1.176, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:40,  1.38it/s, loss=0.583, pair=1.176, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 277/333 [03:13<00:40,  1.38it/s, loss=0.486, pair=1.501, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.48it/s, loss=0.486, pair=1.501, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.48it/s, loss=0.623, pair=1.113, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:37,  1.42it/s, loss=0.623, pair=1.113, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 279/333 [03:14<00:37,  1.42it/s, loss=0.498, pair=1.321, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:35,  1.48it/s, loss=0.498, pair=1.321, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 280/333 [03:15<00:35,  1.48it/s, loss=0.612, pair=0.971, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:36,  1.41it/s, loss=0.612, pair=0.971, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:36,  1.41it/s, loss=0.491, pair=1.103, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:35,  1.45it/s, loss=0.491, pair=1.103, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 282/333 [03:16<00:35,  1.45it/s, loss=0.596, pair=0.913, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.41it/s, loss=0.596, pair=0.913, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 283/333 [03:17<00:35,  1.41it/s, loss=0.473, pair=0.986, adv=3.350, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:33,  1.48it/s, loss=0.473, pair=0.986, adv=3.350, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:33,  1.48it/s, loss=0.575, pair=0.735, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.575, pair=0.735, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 285/333 [03:18<00:33,  1.42it/s, loss=0.464, pair=1.046, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.48it/s, loss=0.464, pair=1.046, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 286/333 [03:19<00:31,  1.48it/s, loss=0.549, pair=1.214, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:33,  1.36it/s, loss=0.549, pair=1.214, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 287/333 [03:20<00:33,  1.36it/s, loss=0.489, pair=0.542, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:31,  1.44it/s, loss=0.489, pair=0.542, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:31,  1.44it/s, loss=0.626, pair=1.143, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:31,  1.40it/s, loss=0.626, pair=1.143, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 289/333 [03:21<00:31,  1.40it/s, loss=0.513, pair=0.975, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.46it/s, loss=0.513, pair=0.975, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 290/333 [03:22<00:29,  1.46it/s, loss=0.581, pair=1.552, adv=3.355, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:30,  1.36it/s, loss=0.581, pair=1.552, adv=3.355, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:30,  1.36it/s, loss=0.487, pair=0.913, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:28,  1.44it/s, loss=0.487, pair=0.913, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  88%|▉| 292/333 [03:23<00:28,  1.44it/s, loss=0.683, pair=1.208, adv=3.343, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.39it/s, loss=0.683, pair=1.208, adv=3.343, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 293/333 [03:24<00:28,  1.39it/s, loss=0.576, pair=1.288, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.45it/s, loss=0.576, pair=1.288, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 294/333 [03:25<00:26,  1.45it/s, loss=0.574, pair=1.132, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 295/333 [03:25<00:27,  1.41it/s, loss=0.574, pair=1.132, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 295/333 [03:25<00:27,  1.41it/s, loss=0.438, pair=1.317, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:25,  1.46it/s, loss=0.438, pair=1.317, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 296/333 [03:26<00:25,  1.46it/s, loss=0.617, pair=0.973, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:25,  1.39it/s, loss=0.617, pair=0.973, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 297/333 [03:27<00:25,  1.39it/s, loss=0.518, pair=0.922, adv=3.359, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 298/333 [03:27<00:24,  1.45it/s, loss=0.518, pair=0.922, adv=3.359, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 298/333 [03:27<00:24,  1.45it/s, loss=0.531, pair=1.336, adv=3.342, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:24,  1.40it/s, loss=0.531, pair=1.336, adv=3.342, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 299/333 [03:28<00:24,  1.40it/s, loss=0.469, pair=1.296, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.49it/s, loss=0.469, pair=1.296, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 300/333 [03:29<00:22,  1.49it/s, loss=0.595, pair=0.978, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.42it/s, loss=0.595, pair=0.978, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.42it/s, loss=0.455, pair=0.952, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.48it/s, loss=0.455, pair=0.952, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 302/333 [03:30<00:20,  1.48it/s, loss=0.587, pair=1.153, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.38it/s, loss=0.587, pair=1.153, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 303/333 [03:31<00:21,  1.38it/s, loss=0.492, pair=0.946, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 304/333 [03:31<00:20,  1.44it/s, loss=0.492, pair=0.946, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 304/333 [03:32<00:20,  1.44it/s, loss=0.534, pair=1.017, adv=3.359, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 305/333 [03:32<00:20,  1.39it/s, loss=0.534, pair=1.017, adv=3.359, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 305/333 [03:32<00:20,  1.39it/s, loss=0.442, pair=1.163, adv=3.351, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.46it/s, loss=0.442, pair=1.163, adv=3.351, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 306/333 [03:33<00:18,  1.46it/s, loss=0.607, pair=0.843, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.43it/s, loss=0.607, pair=0.843, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.43it/s, loss=0.452, pair=1.115, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.49it/s, loss=0.452, pair=1.115, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 308/333 [03:34<00:16,  1.49it/s, loss=0.649, pair=0.767, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.44it/s, loss=0.649, pair=0.767, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 309/333 [03:35<00:16,  1.44it/s, loss=0.443, pair=1.553, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:15,  1.50it/s, loss=0.443, pair=1.553, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 310/333 [03:36<00:15,  1.50it/s, loss=0.601, pair=1.202, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:15,  1.41it/s, loss=0.601, pair=1.202, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:15,  1.41it/s, loss=0.630, pair=1.363, adv=3.369, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:13,  1.50it/s, loss=0.630, pair=1.363, adv=3.369, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 312/333 [03:37<00:13,  1.50it/s, loss=0.508, pair=0.918, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:13,  1.44it/s, loss=0.508, pair=0.918, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 313/333 [03:38<00:13,  1.44it/s, loss=0.548, pair=1.217, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.49it/s, loss=0.548, pair=1.217, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.49it/s, loss=0.571, pair=1.932, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.42it/s, loss=0.571, pair=1.932, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 315/333 [03:39<00:12,  1.42it/s, loss=0.450, pair=1.363, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.49it/s, loss=0.450, pair=1.363, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 316/333 [03:40<00:11,  1.49it/s, loss=0.627, pair=1.260, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.43it/s, loss=0.627, pair=1.260, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.43it/s, loss=0.444, pair=1.307, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.50it/s, loss=0.444, pair=1.307, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 318/333 [03:41<00:10,  1.50it/s, loss=0.557, pair=1.124, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.45it/s, loss=0.557, pair=1.124, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 319/333 [03:42<00:09,  1.45it/s, loss=0.457, pair=1.378, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.50it/s, loss=0.457, pair=1.378, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.50it/s, loss=0.581, pair=1.236, adv=3.360, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.581, pair=1.236, adv=3.360, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 321/333 [03:43<00:08,  1.42it/s, loss=0.478, pair=1.312, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.50it/s, loss=0.478, pair=1.312, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 322/333 [03:44<00:07,  1.50it/s, loss=0.592, pair=1.264, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:06,  1.44it/s, loss=0.592, pair=1.264, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:06,  1.44it/s, loss=0.502, pair=0.972, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.50it/s, loss=0.502, pair=0.972, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 324/333 [03:45<00:05,  1.50it/s, loss=0.714, pair=1.797, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.46it/s, loss=0.714, pair=1.797, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 325/333 [03:46<00:05,  1.46it/s, loss=0.472, pair=1.629, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.52it/s, loss=0.472, pair=1.629, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 326/333 [03:47<00:04,  1.52it/s, loss=0.573, pair=1.107, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 327/333 [03:47<00:04,  1.41it/s, loss=0.573, pair=1.107, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 327/333 [03:47<00:04,  1.41it/s, loss=0.487, pair=1.576, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.50it/s, loss=0.487, pair=1.576, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 328/333 [03:48<00:03,  1.50it/s, loss=0.544, pair=1.688, adv=3.345, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.41it/s, loss=0.544, pair=1.688, adv=3.345, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 329/333 [03:49<00:02,  1.41it/s, loss=0.537, pair=1.610, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.49it/s, loss=0.537, pair=1.610, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.49it/s, loss=0.640, pair=1.035, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.41it/s, loss=0.640, pair=1.035, adv=3.346, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 331/333 [03:50<00:01,  1.41it/s, loss=0.593, pair=0.673, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.48it/s, loss=0.593, pair=0.673, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 332/333 [03:51<00:00,  1.48it/s, loss=0.547, pair=1.457, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|█| 333/333 [03:51<00:00,  1.41it/s, loss=0.547, pair=1.457, adv=3.361, sprd=0.04
                                                                                                              
Epoch 002/60 [S1:deg_only]  loss=0.6207  mat=0.1992  sens=1.7396  pair=0.7318  adv=3.3629(rand=3.37)  deg=0.0526  orth=0.1422  spread=0.0503  q_mean=49.8  q_std=0.9  α=0.10 β=0.00 γ=1.00 λ_grl=0.083  lr=9.99e-05  231s

Ep 003/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 003/60 [S1:deg_only]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.549, pair=1.544, adv=3.360, sprd=0.048]
Ep 003/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:01,  1.09s/it, loss=0.549, pair=1.544, adv=3.360, sprd=0.048]
Ep 003/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:01,  1.09s/it, loss=0.473, pair=1.655, adv=3.375, sprd=0.048]
Ep 003/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:26,  1.24it/s, loss=0.473, pair=1.655, adv=3.375, sprd=0.048]
Ep 003/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:26,  1.24it/s, loss=0.521, pair=1.371, adv=3.378, sprd=0.048]
Ep 003/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:18,  1.28it/s, loss=0.521, pair=1.371, adv=3.378, sprd=0.048]
Ep 003/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:18,  1.28it/s, loss=0.617, pair=1.367, adv=3.361, sprd=0.048]
Ep 003/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:54,  1.40it/s, loss=0.617, pair=1.367, adv=3.361, sprd=0.048]
Ep 003/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:54,  1.40it/s, loss=0.613, pair=0.935, adv=3.351, sprd=0.047]
Ep 003/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:01,  1.36it/s, loss=0.613, pair=0.935, adv=3.351, sprd=0.047]
Ep 003/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:01,  1.36it/s, loss=0.532, pair=1.583, adv=3.366, sprd=0.047]
Ep 003/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:49,  1.42it/s, loss=0.532, pair=1.583, adv=3.366, sprd=0.047]
Ep 003/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:49,  1.42it/s, loss=0.551, pair=1.095, adv=3.361, sprd=0.048]
Ep 003/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:01,  1.35it/s, loss=0.551, pair=1.095, adv=3.361, sprd=0.048]
Ep 003/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:01,  1.35it/s, loss=0.490, pair=1.622, adv=3.381, sprd=0.047]
Ep 003/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:44,  1.45it/s, loss=0.490, pair=1.622, adv=3.381, sprd=0.047]
Ep 003/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:44,  1.45it/s, loss=0.477, pair=1.158, adv=3.350, sprd=0.048]
Ep 003/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:55,  1.38it/s, loss=0.477, pair=1.158, adv=3.350, sprd=0.048]
Ep 003/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:55,  1.38it/s, loss=0.468, pair=1.610, adv=3.351, sprd=0.048]
Ep 003/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:42,  1.45it/s, loss=0.468, pair=1.610, adv=3.351, sprd=0.048
Ep 003/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:42,  1.45it/s, loss=0.543, pair=1.561, adv=3.366, sprd=0.047
Ep 003/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:50,  1.40it/s, loss=0.543, pair=1.561, adv=3.366, sprd=0.047
Ep 003/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:50,  1.40it/s, loss=0.495, pair=1.573, adv=3.355, sprd=0.047
Ep 003/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:38,  1.47it/s, loss=0.495, pair=1.573, adv=3.355, sprd=0.047
Ep 003/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:38,  1.47it/s, loss=0.521, pair=1.273, adv=3.377, sprd=0.048
Ep 003/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.521, pair=1.273, adv=3.377, sprd=0.048
Ep 003/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:45,  1.42it/s, loss=0.444, pair=0.976, adv=3.372, sprd=0.048
Ep 003/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.444, pair=0.976, adv=3.372, sprd=0.048
Ep 003/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.561, pair=0.964, adv=3.373, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.561, pair=0.964, adv=3.373, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.440, pair=1.588, adv=3.364, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:32,  1.49it/s, loss=0.440, pair=1.588, adv=3.364, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:32,  1.49it/s, loss=0.526, pair=1.144, adv=3.382, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.526, pair=1.144, adv=3.382, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.494, pair=1.402, adv=3.418, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:28,  1.51it/s, loss=0.494, pair=1.402, adv=3.418, sprd=0.048
Ep 003/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:28,  1.51it/s, loss=0.541, pair=1.967, adv=3.385, sprd=0.048
Ep 003/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:39,  1.43it/s, loss=0.541, pair=1.967, adv=3.385, sprd=0.048
Ep 003/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:39,  1.43it/s, loss=0.468, pair=1.282, adv=3.386, sprd=0.048
Ep 003/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:30,  1.49it/s, loss=0.468, pair=1.282, adv=3.386, sprd=0.048
Ep 003/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:30,  1.49it/s, loss=0.508, pair=1.597, adv=3.372, sprd=0.047
Ep 003/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:38,  1.43it/s, loss=0.508, pair=1.597, adv=3.372, sprd=0.047
Ep 003/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:38,  1.43it/s, loss=0.456, pair=1.629, adv=3.373, sprd=0.047
Ep 003/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:29,  1.49it/s, loss=0.456, pair=1.629, adv=3.373, sprd=0.047
Ep 003/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:29,  1.49it/s, loss=0.488, pair=1.596, adv=3.352, sprd=0.047
Ep 003/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:38,  1.42it/s, loss=0.488, pair=1.596, adv=3.352, sprd=0.047
Ep 003/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:38,  1.42it/s, loss=0.459, pair=1.057, adv=3.367, sprd=0.047
Ep 003/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:25,  1.50it/s, loss=0.459, pair=1.057, adv=3.367, sprd=0.047
Ep 003/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:25,  1.50it/s, loss=0.601, pair=1.498, adv=3.385, sprd=0.048
Ep 003/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:34,  1.44it/s, loss=0.601, pair=1.498, adv=3.385, sprd=0.048
Ep 003/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:34,  1.44it/s, loss=0.505, pair=1.734, adv=3.358, sprd=0.047
Ep 003/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.505, pair=1.734, adv=3.358, sprd=0.047
Ep 003/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.594, pair=1.781, adv=3.364, sprd=0.047
Ep 003/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:30,  1.46it/s, loss=0.594, pair=1.781, adv=3.364, sprd=0.047
Ep 003/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:30,  1.46it/s, loss=0.465, pair=1.351, adv=3.388, sprd=0.047
Ep 003/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:21,  1.51it/s, loss=0.465, pair=1.351, adv=3.388, sprd=0.047
Ep 003/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:21,  1.51it/s, loss=0.511, pair=1.255, adv=3.373, sprd=0.047
Ep 003/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.40it/s, loss=0.511, pair=1.255, adv=3.373, sprd=0.047
Ep 003/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.40it/s, loss=0.478, pair=1.356, adv=3.360, sprd=0.048
Ep 003/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:23,  1.49it/s, loss=0.478, pair=1.356, adv=3.360, sprd=0.048
Ep 003/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.507, pair=1.812, adv=3.367, sprd=0.048
Ep 003/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:32,  1.42it/s, loss=0.507, pair=1.812, adv=3.367, sprd=0.048
Ep 003/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.489, pair=1.255, adv=3.380, sprd=0.048
Ep 003/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:21,  1.49it/s, loss=0.489, pair=1.255, adv=3.380, sprd=0.048
Ep 003/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:21,  1.49it/s, loss=0.576, pair=1.335, adv=3.382, sprd=0.047
Ep 003/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.576, pair=1.335, adv=3.382, sprd=0.047
Ep 003/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.459, pair=1.495, adv=3.377, sprd=0.047
Ep 003/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:17,  1.51it/s, loss=0.459, pair=1.495, adv=3.377, sprd=0.047
Ep 003/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:17,  1.51it/s, loss=0.563, pair=2.082, adv=3.377, sprd=0.047
Ep 003/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:28,  1.43it/s, loss=0.563, pair=2.082, adv=3.377, sprd=0.047
Ep 003/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:28,  1.43it/s, loss=0.446, pair=1.494, adv=3.394, sprd=0.047
Ep 003/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:17,  1.51it/s, loss=0.446, pair=1.494, adv=3.394, sprd=0.047
Ep 003/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:17,  1.51it/s, loss=0.529, pair=1.618, adv=3.390, sprd=0.047
Ep 003/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:24,  1.45it/s, loss=0.529, pair=1.618, adv=3.390, sprd=0.047
Ep 003/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:24,  1.45it/s, loss=0.478, pair=2.043, adv=3.361, sprd=0.046
Ep 003/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.478, pair=2.043, adv=3.361, sprd=0.046
Ep 003/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.635, pair=1.215, adv=3.377, sprd=0.047
Ep 003/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.635, pair=1.215, adv=3.377, sprd=0.047
Ep 003/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.441, pair=1.785, adv=3.367, sprd=0.047
Ep 003/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:21,  1.45it/s, loss=0.441, pair=1.785, adv=3.367, sprd=0.047
Ep 003/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:21,  1.45it/s, loss=0.559, pair=1.689, adv=3.378, sprd=0.046
Ep 003/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:29,  1.40it/s, loss=0.559, pair=1.689, adv=3.378, sprd=0.046
Ep 003/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:29,  1.40it/s, loss=0.448, pair=1.499, adv=3.372, sprd=0.047
Ep 003/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:16,  1.48it/s, loss=0.448, pair=1.499, adv=3.372, sprd=0.047
Ep 003/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:16,  1.48it/s, loss=0.487, pair=1.180, adv=3.393, sprd=0.047
Ep 003/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:25,  1.41it/s, loss=0.487, pair=1.180, adv=3.393, sprd=0.047
Ep 003/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:25,  1.41it/s, loss=0.479, pair=1.538, adv=3.371, sprd=0.046
Ep 003/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:18,  1.45it/s, loss=0.479, pair=1.538, adv=3.371, sprd=0.046
Ep 003/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:18,  1.45it/s, loss=0.538, pair=1.673, adv=3.363, sprd=0.047
Ep 003/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:25,  1.40it/s, loss=0.538, pair=1.673, adv=3.363, sprd=0.047
Ep 003/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:25,  1.40it/s, loss=0.455, pair=1.315, adv=3.381, sprd=0.047
Ep 003/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:15,  1.47it/s, loss=0.455, pair=1.315, adv=3.381, sprd=0.047
Ep 003/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:15,  1.47it/s, loss=0.564, pair=1.277, adv=3.388, sprd=0.048
Ep 003/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:19,  1.43it/s, loss=0.564, pair=1.277, adv=3.388, sprd=0.048
Ep 003/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:19,  1.43it/s, loss=0.460, pair=1.500, adv=3.396, sprd=0.047
Ep 003/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:13,  1.48it/s, loss=0.460, pair=1.500, adv=3.396, sprd=0.047
Ep 003/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:13,  1.48it/s, loss=0.493, pair=1.281, adv=3.382, sprd=0.047
Ep 003/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:20,  1.41it/s, loss=0.493, pair=1.281, adv=3.382, sprd=0.047
Ep 003/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:20,  1.41it/s, loss=0.501, pair=1.176, adv=3.379, sprd=0.047
Ep 003/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:12,  1.47it/s, loss=0.501, pair=1.176, adv=3.379, sprd=0.047
Ep 003/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:12,  1.47it/s, loss=0.540, pair=1.533, adv=3.360, sprd=0.047
Ep 003/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:17,  1.43it/s, loss=0.540, pair=1.533, adv=3.360, sprd=0.047
Ep 003/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:17,  1.43it/s, loss=0.476, pair=2.008, adv=3.343, sprd=0.046
Ep 003/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.476, pair=2.008, adv=3.343, sprd=0.046
Ep 003/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.570, pair=2.213, adv=3.368, sprd=0.047
Ep 003/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:14,  1.44it/s, loss=0.570, pair=2.213, adv=3.368, sprd=0.047
Ep 003/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:14,  1.44it/s, loss=0.420, pair=1.851, adv=3.372, sprd=0.046
Ep 003/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:05,  1.50it/s, loss=0.420, pair=1.851, adv=3.372, sprd=0.046
Ep 003/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:05,  1.50it/s, loss=0.538, pair=1.788, adv=3.372, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.538, pair=1.788, adv=3.372, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.517, pair=1.813, adv=3.375, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:04,  1.50it/s, loss=0.517, pair=1.813, adv=3.375, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.514, pair=1.791, adv=3.368, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:10,  1.45it/s, loss=0.514, pair=1.791, adv=3.368, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:10,  1.45it/s, loss=0.464, pair=1.566, adv=3.396, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.464, pair=1.566, adv=3.396, sprd=0.046
Ep 003/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.534, pair=1.521, adv=3.371, sprd=0.047
Ep 003/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:08,  1.45it/s, loss=0.534, pair=1.521, adv=3.371, sprd=0.047
Ep 003/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:08,  1.45it/s, loss=0.480, pair=1.532, adv=3.384, sprd=0.046
Ep 003/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:00,  1.51it/s, loss=0.480, pair=1.532, adv=3.384, sprd=0.046
Ep 003/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:00,  1.51it/s, loss=0.518, pair=1.954, adv=3.357, sprd=0.046
Ep 003/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.518, pair=1.954, adv=3.357, sprd=0.046
Ep 003/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.494, pair=1.757, adv=3.364, sprd=0.047
Ep 003/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<02:58,  1.51it/s, loss=0.494, pair=1.757, adv=3.364, sprd=0.047
Ep 003/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<02:58,  1.51it/s, loss=0.492, pair=2.078, adv=3.387, sprd=0.046
Ep 003/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:07,  1.44it/s, loss=0.492, pair=2.078, adv=3.387, sprd=0.046
Ep 003/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.423, pair=1.999, adv=3.375, sprd=0.046
Ep 003/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:00,  1.49it/s, loss=0.423, pair=1.999, adv=3.375, sprd=0.046
Ep 003/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:00,  1.49it/s, loss=0.513, pair=1.880, adv=3.376, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:06,  1.44it/s, loss=0.513, pair=1.880, adv=3.376, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:06,  1.44it/s, loss=0.494, pair=1.813, adv=3.354, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<02:58,  1.49it/s, loss=0.494, pair=1.813, adv=3.354, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:58,  1.49it/s, loss=0.588, pair=1.580, adv=3.374, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:06,  1.42it/s, loss=0.588, pair=1.580, adv=3.374, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:06,  1.42it/s, loss=0.438, pair=2.053, adv=3.370, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.438, pair=2.053, adv=3.370, sprd=0.046
Ep 003/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.591, pair=1.539, adv=3.375, sprd=0.047
Ep 003/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:06,  1.42it/s, loss=0.591, pair=1.539, adv=3.375, sprd=0.047
Ep 003/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:06,  1.42it/s, loss=0.492, pair=1.411, adv=3.357, sprd=0.046
Ep 003/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:59,  1.46it/s, loss=0.492, pair=1.411, adv=3.357, sprd=0.046
Ep 003/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:59,  1.46it/s, loss=0.479, pair=1.621, adv=3.404, sprd=0.046
Ep 003/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:10,  1.38it/s, loss=0.479, pair=1.621, adv=3.404, sprd=0.046
Ep 003/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:10,  1.38it/s, loss=0.476, pair=2.012, adv=3.348, sprd=0.046
Ep 003/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:56,  1.47it/s, loss=0.476, pair=2.012, adv=3.348, sprd=0.046
Ep 003/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:56,  1.47it/s, loss=0.525, pair=1.852, adv=3.362, sprd=0.046
Ep 003/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:04,  1.41it/s, loss=0.525, pair=1.852, adv=3.362, sprd=0.046
Ep 003/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:04,  1.41it/s, loss=0.521, pair=2.680, adv=3.379, sprd=0.046
Ep 003/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:58,  1.45it/s, loss=0.521, pair=2.680, adv=3.379, sprd=0.046
Ep 003/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:58,  1.45it/s, loss=0.501, pair=2.203, adv=3.363, sprd=0.046
Ep 003/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.42it/s, loss=0.501, pair=2.203, adv=3.363, sprd=0.046
Ep 003/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.42it/s, loss=0.437, pair=2.574, adv=3.370, sprd=0.045
Ep 003/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:53,  1.48it/s, loss=0.437, pair=2.574, adv=3.370, sprd=0.045
Ep 003/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:53,  1.48it/s, loss=0.655, pair=1.455, adv=3.383, sprd=0.047
Ep 003/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:01,  1.41it/s, loss=0.655, pair=1.455, adv=3.383, sprd=0.047
Ep 003/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.426, pair=1.995, adv=3.367, sprd=0.045
Ep 003/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.426, pair=1.995, adv=3.367, sprd=0.045
Ep 003/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.485, pair=1.787, adv=3.371, sprd=0.046
Ep 003/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:59,  1.41it/s, loss=0.485, pair=1.787, adv=3.371, sprd=0.046
Ep 003/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.416, pair=1.479, adv=3.376, sprd=0.046
Ep 003/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:51,  1.48it/s, loss=0.416, pair=1.479, adv=3.376, sprd=0.046
Ep 003/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:51,  1.48it/s, loss=0.549, pair=2.303, adv=3.380, sprd=0.046
Ep 003/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:01,  1.39it/s, loss=0.549, pair=2.303, adv=3.380, sprd=0.046
Ep 003/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:01,  1.39it/s, loss=0.446, pair=2.400, adv=3.369, sprd=0.046
Ep 003/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:52,  1.46it/s, loss=0.446, pair=2.400, adv=3.369, sprd=0.046
Ep 003/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:52,  1.46it/s, loss=0.612, pair=2.295, adv=3.376, sprd=0.046
Ep 003/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.612, pair=2.295, adv=3.376, sprd=0.046
Ep 003/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:53,  1.44it/s, loss=0.451, pair=1.906, adv=3.360, sprd=0.046
Ep 003/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.451, pair=1.906, adv=3.360, sprd=0.046
Ep 003/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.542, pair=2.447, adv=3.372, sprd=0.046
Ep 003/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:56,  1.41it/s, loss=0.542, pair=2.447, adv=3.372, sprd=0.046
Ep 003/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:56,  1.41it/s, loss=0.505, pair=2.416, adv=3.343, sprd=0.045
Ep 003/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:49,  1.46it/s, loss=0.505, pair=2.416, adv=3.343, sprd=0.045
Ep 003/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:49,  1.46it/s, loss=0.611, pair=2.217, adv=3.360, sprd=0.045
Ep 003/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<03:03,  1.34it/s, loss=0.611, pair=2.217, adv=3.360, sprd=0.045
Ep 003/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<03:03,  1.34it/s, loss=0.447, pair=1.895, adv=3.339, sprd=0.045
Ep 003/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:51,  1.43it/s, loss=0.447, pair=1.895, adv=3.339, sprd=0.045
Ep 003/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:51,  1.43it/s, loss=0.490, pair=2.256, adv=3.379, sprd=0.045
Ep 003/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:55,  1.39it/s, loss=0.490, pair=2.256, adv=3.379, sprd=0.045
Ep 003/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:55,  1.39it/s, loss=0.427, pair=1.530, adv=3.377, sprd=0.046
Ep 003/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.427, pair=1.530, adv=3.377, sprd=0.046
Ep 003/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:46,  1.46it/s, loss=0.507, pair=2.754, adv=3.388, sprd=0.045
Ep 003/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:52,  1.40it/s, loss=0.507, pair=2.754, adv=3.388, sprd=0.045
Ep 003/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:52,  1.40it/s, loss=0.430, pair=2.230, adv=3.381, sprd=0.046
Ep 003/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:42,  1.48it/s, loss=0.430, pair=2.230, adv=3.381, sprd=0.046
Ep 003/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:42,  1.48it/s, loss=0.506, pair=2.160, adv=3.389, sprd=0.045
Ep 003/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.506, pair=2.160, adv=3.389, sprd=0.045
Ep 003/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:50,  1.41it/s, loss=0.431, pair=1.777, adv=3.385, sprd=0.045
Ep 003/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.431, pair=1.777, adv=3.385, sprd=0.045
Ep 003/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.483, pair=2.354, adv=3.362, sprd=0.045
Ep 003/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:50,  1.40it/s, loss=0.483, pair=2.354, adv=3.362, sprd=0.045
Ep 003/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:50,  1.40it/s, loss=0.442, pair=2.070, adv=3.366, sprd=0.046
Ep 003/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:44,  1.44it/s, loss=0.442, pair=2.070, adv=3.366, sprd=0.046
Ep 003/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:44,  1.44it/s, loss=0.496, pair=2.336, adv=3.359, sprd=0.046
Ep 003/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:50,  1.39it/s, loss=0.496, pair=2.336, adv=3.359, sprd=0.046
Ep 003/60 [S1:deg_only]:  29%|▎| 97/333 [01:08<02:50,  1.39it/s, loss=0.454, pair=1.604, adv=3.382, sprd=0.046
Ep 003/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:41,  1.45it/s, loss=0.454, pair=1.604, adv=3.382, sprd=0.046
Ep 003/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:41,  1.45it/s, loss=0.456, pair=2.021, adv=3.386, sprd=0.045
Ep 003/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:46,  1.41it/s, loss=0.456, pair=2.021, adv=3.386, sprd=0.045
Ep 003/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:46,  1.41it/s, loss=0.407, pair=2.311, adv=3.363, sprd=0.045
Ep 003/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:38,  1.47it/s, loss=0.407, pair=2.311, adv=3.363, sprd=0.04
Ep 003/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:38,  1.47it/s, loss=0.658, pair=2.836, adv=3.340, sprd=0.04
Ep 003/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.658, pair=2.836, adv=3.340, sprd=0.04
Ep 003/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.476, pair=2.600, adv=3.365, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:37,  1.47it/s, loss=0.476, pair=2.600, adv=3.365, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:37,  1.47it/s, loss=0.494, pair=2.008, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:46,  1.38it/s, loss=0.494, pair=2.008, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:46,  1.38it/s, loss=0.445, pair=2.357, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:36,  1.46it/s, loss=0.445, pair=2.357, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:36,  1.46it/s, loss=0.570, pair=1.198, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:41,  1.41it/s, loss=0.570, pair=1.198, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:41,  1.41it/s, loss=0.473, pair=2.502, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.473, pair=2.502, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:33,  1.48it/s, loss=0.513, pair=2.039, adv=3.371, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.513, pair=2.039, adv=3.371, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.475, pair=2.396, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:29,  1.50it/s, loss=0.475, pair=2.396, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:29,  1.50it/s, loss=0.555, pair=2.078, adv=3.401, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:36,  1.44it/s, loss=0.555, pair=2.078, adv=3.401, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:36,  1.44it/s, loss=0.449, pair=1.904, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:28,  1.50it/s, loss=0.449, pair=1.904, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:28,  1.50it/s, loss=0.475, pair=1.886, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.475, pair=1.886, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.416, pair=2.277, adv=3.358, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:27,  1.49it/s, loss=0.416, pair=2.277, adv=3.358, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:27,  1.49it/s, loss=0.449, pair=2.113, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.449, pair=2.113, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.412, pair=2.340, adv=3.361, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:24,  1.51it/s, loss=0.412, pair=2.340, adv=3.361, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:24,  1.51it/s, loss=0.560, pair=2.354, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:35,  1.40it/s, loss=0.560, pair=2.354, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:35,  1.40it/s, loss=0.422, pair=2.680, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.422, pair=2.680, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:27,  1.47it/s, loss=0.483, pair=2.162, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:32,  1.42it/s, loss=0.483, pair=2.162, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:32,  1.42it/s, loss=0.422, pair=2.623, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.422, pair=2.623, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.520, pair=2.938, adv=3.381, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.520, pair=2.938, adv=3.381, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:29,  1.43it/s, loss=0.515, pair=3.295, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.48it/s, loss=0.515, pair=3.295, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.48it/s, loss=0.506, pair=3.146, adv=3.376, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:32,  1.39it/s, loss=0.506, pair=3.146, adv=3.376, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:32,  1.39it/s, loss=0.510, pair=2.453, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.510, pair=2.453, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:23,  1.47it/s, loss=0.535, pair=1.995, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:29,  1.40it/s, loss=0.535, pair=1.995, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:29,  1.40it/s, loss=0.420, pair=2.863, adv=3.356, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:23,  1.46it/s, loss=0.420, pair=2.863, adv=3.356, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:23,  1.46it/s, loss=0.545, pair=2.773, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:27,  1.41it/s, loss=0.545, pair=2.773, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:27,  1.41it/s, loss=0.419, pair=3.617, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.419, pair=3.617, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:20,  1.47it/s, loss=0.527, pair=2.785, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:27,  1.40it/s, loss=0.527, pair=2.785, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:27,  1.40it/s, loss=0.426, pair=2.477, adv=3.369, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:19,  1.47it/s, loss=0.426, pair=2.477, adv=3.369, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:19,  1.47it/s, loss=0.535, pair=2.178, adv=3.369, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.41it/s, loss=0.535, pair=2.178, adv=3.369, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:24,  1.41it/s, loss=0.456, pair=2.211, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:17,  1.48it/s, loss=0.456, pair=2.211, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:17,  1.48it/s, loss=0.454, pair=2.473, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:25,  1.39it/s, loss=0.454, pair=2.473, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:25,  1.39it/s, loss=0.414, pair=2.289, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.48it/s, loss=0.414, pair=2.289, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:16,  1.48it/s, loss=0.499, pair=3.061, adv=3.392, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:26,  1.37it/s, loss=0.499, pair=3.061, adv=3.392, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 133/333 [01:33<02:26,  1.37it/s, loss=0.411, pair=3.018, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:18,  1.44it/s, loss=0.411, pair=3.018, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:18,  1.44it/s, loss=0.516, pair=3.453, adv=3.387, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:22,  1.39it/s, loss=0.516, pair=3.453, adv=3.387, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:22,  1.39it/s, loss=0.450, pair=2.871, adv=3.401, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.450, pair=2.871, adv=3.401, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:13,  1.48it/s, loss=0.454, pair=4.078, adv=3.378, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.37it/s, loss=0.454, pair=4.078, adv=3.378, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.37it/s, loss=0.406, pair=2.359, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:12,  1.47it/s, loss=0.406, pair=2.359, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:12,  1.47it/s, loss=0.477, pair=2.926, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.477, pair=2.926, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:17,  1.41it/s, loss=0.396, pair=2.633, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.396, pair=2.633, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.444, pair=2.744, adv=3.355, sprd=0.04
Ep 003/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.444, pair=2.744, adv=3.355, sprd=0.04
Ep 003/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.409, pair=3.217, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.409, pair=3.217, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:07,  1.50it/s, loss=0.488, pair=2.262, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.45it/s, loss=0.488, pair=2.262, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.45it/s, loss=0.403, pair=2.678, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:05,  1.51it/s, loss=0.403, pair=2.678, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:05,  1.51it/s, loss=0.701, pair=2.732, adv=3.344, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:10,  1.44it/s, loss=0.701, pair=2.732, adv=3.344, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:10,  1.44it/s, loss=0.488, pair=2.752, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:03,  1.52it/s, loss=0.488, pair=2.752, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:03,  1.52it/s, loss=0.525, pair=3.602, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.525, pair=3.602, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.45it/s, loss=0.411, pair=3.152, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:03,  1.50it/s, loss=0.411, pair=3.152, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:03,  1.50it/s, loss=0.443, pair=1.949, adv=3.364, sprd=0.04
Ep 003/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:06,  1.45it/s, loss=0.443, pair=1.949, adv=3.364, sprd=0.04
Ep 003/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:06,  1.45it/s, loss=0.387, pair=2.807, adv=3.413, sprd=0.04
Ep 003/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:00,  1.52it/s, loss=0.387, pair=2.807, adv=3.413, sprd=0.04
Ep 003/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:00,  1.52it/s, loss=0.477, pair=3.275, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:04,  1.47it/s, loss=0.477, pair=3.275, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:04,  1.47it/s, loss=0.404, pair=2.434, adv=3.391, sprd=0.04
Ep 003/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<01:58,  1.53it/s, loss=0.404, pair=2.434, adv=3.391, sprd=0.04
Ep 003/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<01:58,  1.53it/s, loss=0.470, pair=2.760, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:02,  1.47it/s, loss=0.470, pair=2.760, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:02,  1.47it/s, loss=0.393, pair=3.303, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:58,  1.52it/s, loss=0.393, pair=3.303, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<01:58,  1.52it/s, loss=0.485, pair=2.512, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.45it/s, loss=0.485, pair=2.512, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.45it/s, loss=0.402, pair=3.830, adv=3.351, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:57,  1.51it/s, loss=0.402, pair=3.830, adv=3.351, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:57,  1.51it/s, loss=0.423, pair=2.771, adv=3.364, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:02,  1.44it/s, loss=0.423, pair=2.771, adv=3.364, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:02,  1.44it/s, loss=0.385, pair=2.953, adv=3.367, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.385, pair=2.953, adv=3.367, sprd=0.04
Ep 003/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:57,  1.49it/s, loss=0.511, pair=3.311, adv=3.361, sprd=0.04
Ep 003/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:01,  1.43it/s, loss=0.511, pair=3.311, adv=3.361, sprd=0.04
Ep 003/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:01,  1.43it/s, loss=0.415, pair=3.203, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.415, pair=3.203, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:54,  1.51it/s, loss=0.419, pair=3.131, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.419, pair=3.131, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:01,  1.42it/s, loss=0.380, pair=3.908, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:54,  1.49it/s, loss=0.380, pair=3.908, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:54,  1.49it/s, loss=0.411, pair=2.715, adv=3.371, sprd=0.04
Ep 003/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.411, pair=2.715, adv=3.371, sprd=0.04
Ep 003/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.446, pair=3.850, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.446, pair=3.850, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:54,  1.48it/s, loss=0.433, pair=2.717, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.433, pair=2.717, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.375, pair=3.771, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:54,  1.46it/s, loss=0.375, pair=3.771, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.520, pair=3.250, adv=3.363, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:58,  1.41it/s, loss=0.520, pair=3.250, adv=3.363, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:58,  1.41it/s, loss=0.397, pair=2.340, adv=3.377, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:51,  1.48it/s, loss=0.397, pair=2.340, adv=3.377, sprd=0.04
Ep 003/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:51,  1.48it/s, loss=0.496, pair=3.414, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.496, pair=3.414, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.454, pair=3.945, adv=3.377, sprd=0.04
Ep 003/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:51,  1.46it/s, loss=0.454, pair=3.945, adv=3.377, sprd=0.04
Ep 003/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:51,  1.46it/s, loss=0.429, pair=3.473, adv=3.332, sprd=0.04
Ep 003/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:56,  1.39it/s, loss=0.429, pair=3.473, adv=3.332, sprd=0.04
Ep 003/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:56,  1.39it/s, loss=0.388, pair=2.820, adv=3.388, sprd=0.04
Ep 003/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.45it/s, loss=0.388, pair=2.820, adv=3.388, sprd=0.04
Ep 003/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.45it/s, loss=0.432, pair=2.695, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:54,  1.40it/s, loss=0.432, pair=2.695, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:54,  1.40it/s, loss=0.390, pair=3.443, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:48,  1.47it/s, loss=0.390, pair=3.443, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:48,  1.47it/s, loss=0.421, pair=2.750, adv=3.365, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:51,  1.41it/s, loss=0.421, pair=2.750, adv=3.365, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:51,  1.41it/s, loss=0.384, pair=2.373, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.384, pair=2.373, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.453, pair=4.469, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:47,  1.44it/s, loss=0.453, pair=4.469, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:47,  1.44it/s, loss=0.409, pair=3.125, adv=3.356, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.409, pair=3.125, adv=3.356, sprd=0.04
Ep 003/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.503, pair=3.549, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:46,  1.45it/s, loss=0.503, pair=3.549, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:46,  1.45it/s, loss=0.398, pair=2.699, adv=3.359, sprd=0.04
Ep 003/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:41,  1.51it/s, loss=0.398, pair=2.699, adv=3.359, sprd=0.04
Ep 003/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:41,  1.51it/s, loss=0.462, pair=3.600, adv=3.368, sprd=0.04
Ep 003/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:45,  1.44it/s, loss=0.462, pair=3.600, adv=3.368, sprd=0.04
Ep 003/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:45,  1.44it/s, loss=0.381, pair=2.992, adv=3.381, sprd=0.04
Ep 003/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:39,  1.51it/s, loss=0.381, pair=2.992, adv=3.381, sprd=0.04
Ep 003/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:39,  1.51it/s, loss=0.513, pair=4.059, adv=3.391, sprd=0.04
Ep 003/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:44,  1.44it/s, loss=0.513, pair=4.059, adv=3.391, sprd=0.04
Ep 003/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:44,  1.44it/s, loss=0.395, pair=3.688, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:38,  1.52it/s, loss=0.395, pair=3.688, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:38,  1.52it/s, loss=0.412, pair=4.273, adv=3.394, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:41,  1.46it/s, loss=0.412, pair=4.273, adv=3.394, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:41,  1.46it/s, loss=0.452, pair=3.760, adv=3.368, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.50it/s, loss=0.452, pair=3.760, adv=3.368, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.50it/s, loss=0.405, pair=3.707, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.405, pair=3.707, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.373, pair=3.613, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:36,  1.50it/s, loss=0.373, pair=3.613, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.447, pair=4.059, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.39it/s, loss=0.447, pair=4.059, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:43,  1.39it/s, loss=0.387, pair=3.910, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.45it/s, loss=0.387, pair=3.910, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:38,  1.45it/s, loss=0.490, pair=2.854, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.490, pair=2.854, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.371, pair=4.281, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:36,  1.46it/s, loss=0.371, pair=4.281, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:36,  1.46it/s, loss=0.401, pair=3.207, adv=3.345, sprd=0.04
Ep 003/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.401, pair=3.207, adv=3.345, sprd=0.04
Ep 003/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:41,  1.38it/s, loss=0.365, pair=3.430, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:36,  1.44it/s, loss=0.365, pair=3.430, adv=3.360, sprd=0.04
Ep 003/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:36,  1.44it/s, loss=0.533, pair=3.686, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:40,  1.37it/s, loss=0.533, pair=3.686, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:40,  1.37it/s, loss=0.374, pair=4.094, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:35,  1.43it/s, loss=0.374, pair=4.094, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:35,  1.43it/s, loss=0.432, pair=2.973, adv=3.404, sprd=0.04
Ep 003/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:38,  1.38it/s, loss=0.432, pair=2.973, adv=3.404, sprd=0.04
Ep 003/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:38,  1.38it/s, loss=0.389, pair=4.117, adv=3.359, sprd=0.04
Ep 003/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.45it/s, loss=0.389, pair=4.117, adv=3.359, sprd=0.04
Ep 003/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.45it/s, loss=0.487, pair=3.459, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.487, pair=3.459, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=0.384, pair=4.973, adv=3.387, sprd=0.04
Ep 003/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.47it/s, loss=0.384, pair=4.973, adv=3.387, sprd=0.04
Ep 003/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:30,  1.47it/s, loss=0.440, pair=4.453, adv=3.353, sprd=0.04
Ep 003/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.440, pair=4.453, adv=3.353, sprd=0.04
Ep 003/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.379, pair=3.271, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.51it/s, loss=0.379, pair=3.271, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:27,  1.51it/s, loss=0.444, pair=3.070, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.444, pair=3.070, adv=3.372, sprd=0.04
Ep 003/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:30,  1.43it/s, loss=0.368, pair=4.227, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:26,  1.50it/s, loss=0.368, pair=4.227, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:26,  1.50it/s, loss=0.532, pair=3.184, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:29,  1.43it/s, loss=0.532, pair=3.184, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:29,  1.43it/s, loss=0.369, pair=4.621, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:25,  1.49it/s, loss=0.369, pair=4.621, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:25,  1.49it/s, loss=0.474, pair=4.766, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:30,  1.39it/s, loss=0.474, pair=4.766, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:30,  1.39it/s, loss=0.425, pair=3.883, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:25,  1.46it/s, loss=0.425, pair=3.883, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.46it/s, loss=0.429, pair=3.291, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.429, pair=3.291, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.43it/s, loss=0.415, pair=4.309, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.415, pair=4.309, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:22,  1.49it/s, loss=0.475, pair=6.957, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.475, pair=6.957, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.369, pair=3.748, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.51it/s, loss=0.369, pair=3.748, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:20,  1.51it/s, loss=0.449, pair=4.500, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.43it/s, loss=0.449, pair=4.500, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:23,  1.43it/s, loss=0.370, pair=4.156, adv=3.390, sprd=0.04
Ep 003/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.370, pair=4.156, adv=3.390, sprd=0.04
Ep 003/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.404, pair=6.082, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.404, pair=6.082, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.350, pair=4.625, adv=3.352, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.350, pair=4.625, adv=3.352, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:19,  1.47it/s, loss=0.409, pair=3.646, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:23,  1.39it/s, loss=0.409, pair=3.646, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:23,  1.39it/s, loss=0.454, pair=2.895, adv=3.346, sprd=0.04
Ep 003/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:18,  1.46it/s, loss=0.454, pair=2.895, adv=3.346, sprd=0.04
Ep 003/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:18,  1.46it/s, loss=0.426, pair=2.922, adv=3.388, sprd=0.04
Ep 003/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.426, pair=2.922, adv=3.388, sprd=0.04
Ep 003/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:20,  1.42it/s, loss=0.364, pair=4.492, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.364, pair=4.492, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.517, pair=4.527, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.517, pair=4.527, adv=3.384, sprd=0.04
Ep 003/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.382, pair=5.156, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.382, pair=5.156, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:14,  1.49it/s, loss=0.429, pair=3.068, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.43it/s, loss=0.429, pair=3.068, adv=3.383, sprd=0.04
Ep 003/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.43it/s, loss=0.387, pair=4.914, adv=3.393, sprd=0.04
Ep 003/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.387, pair=4.914, adv=3.393, sprd=0.04
Ep 003/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.51it/s, loss=0.493, pair=4.520, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.42it/s, loss=0.493, pair=4.520, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.42it/s, loss=0.349, pair=5.719, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.349, pair=5.719, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:12,  1.48it/s, loss=0.479, pair=5.402, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:15,  1.41it/s, loss=0.479, pair=5.402, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:15,  1.41it/s, loss=0.399, pair=4.121, adv=3.355, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:11,  1.48it/s, loss=0.399, pair=4.121, adv=3.355, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:11,  1.48it/s, loss=0.455, pair=5.242, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.455, pair=5.242, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:12,  1.43it/s, loss=0.371, pair=4.992, adv=3.356, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.371, pair=4.992, adv=3.356, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.520, pair=6.195, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:10,  1.45it/s, loss=0.520, pair=6.195, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:10,  1.45it/s, loss=0.409, pair=3.633, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.50it/s, loss=0.409, pair=3.633, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:07,  1.50it/s, loss=0.548, pair=4.746, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:11,  1.39it/s, loss=0.548, pair=4.746, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:11,  1.39it/s, loss=0.367, pair=5.207, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:07,  1.46it/s, loss=0.367, pair=5.207, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:07,  1.46it/s, loss=0.454, pair=4.926, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:11,  1.37it/s, loss=0.454, pair=4.926, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:11,  1.37it/s, loss=0.359, pair=4.277, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:07,  1.44it/s, loss=0.359, pair=4.277, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:07,  1.44it/s, loss=0.464, pair=4.320, adv=3.397, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.464, pair=4.320, adv=3.397, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.348, pair=3.842, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.46it/s, loss=0.348, pair=3.842, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.46it/s, loss=0.408, pair=5.809, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:08,  1.37it/s, loss=0.408, pair=5.809, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:08,  1.37it/s, loss=0.359, pair=3.717, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:04,  1.45it/s, loss=0.359, pair=3.717, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:04,  1.45it/s, loss=0.399, pair=6.227, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:06,  1.39it/s, loss=0.399, pair=6.227, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:06,  1.39it/s, loss=0.355, pair=4.656, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:02,  1.45it/s, loss=0.355, pair=4.656, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:02,  1.45it/s, loss=0.394, pair=5.227, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:04,  1.39it/s, loss=0.394, pair=5.227, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:04,  1.39it/s, loss=0.356, pair=4.117, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<01:00,  1.46it/s, loss=0.356, pair=4.117, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.46it/s, loss=0.426, pair=5.145, adv=3.409, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:04,  1.37it/s, loss=0.426, pair=5.145, adv=3.409, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:04,  1.37it/s, loss=0.422, pair=4.102, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<01:00,  1.45it/s, loss=0.422, pair=4.102, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<01:00,  1.45it/s, loss=0.412, pair=4.195, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:02,  1.38it/s, loss=0.412, pair=4.195, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:02,  1.38it/s, loss=0.359, pair=4.508, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:58,  1.46it/s, loss=0.359, pair=4.508, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.46it/s, loss=0.406, pair=5.289, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.43it/s, loss=0.406, pair=5.289, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<00:58,  1.43it/s, loss=0.345, pair=4.957, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.345, pair=4.957, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.395, pair=5.590, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.395, pair=5.590, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:57,  1.43it/s, loss=0.342, pair=5.250, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.342, pair=5.250, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:55,  1.47it/s, loss=0.390, pair=4.289, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:57,  1.40it/s, loss=0.390, pair=4.289, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:57,  1.40it/s, loss=0.343, pair=4.832, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.46it/s, loss=0.343, pair=4.832, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.46it/s, loss=0.406, pair=3.586, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:56,  1.39it/s, loss=0.406, pair=3.586, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:56,  1.39it/s, loss=0.324, pair=4.316, adv=3.350, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:52,  1.48it/s, loss=0.324, pair=4.316, adv=3.350, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:52,  1.48it/s, loss=0.383, pair=5.660, adv=3.413, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.383, pair=5.660, adv=3.413, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.348, pair=4.375, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:49,  1.51it/s, loss=0.348, pair=4.375, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:49,  1.51it/s, loss=0.458, pair=4.910, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.45it/s, loss=0.458, pair=4.910, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.45it/s, loss=0.466, pair=5.434, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:48,  1.51it/s, loss=0.466, pair=5.434, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:48,  1.51it/s, loss=0.505, pair=5.867, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.505, pair=5.867, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.43it/s, loss=0.362, pair=5.141, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:48,  1.48it/s, loss=0.362, pair=5.141, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:48,  1.48it/s, loss=0.483, pair=4.906, adv=3.412, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:51,  1.36it/s, loss=0.483, pair=4.906, adv=3.412, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:51,  1.36it/s, loss=0.344, pair=6.102, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:47,  1.46it/s, loss=0.344, pair=6.102, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:47,  1.46it/s, loss=0.468, pair=4.535, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:48,  1.41it/s, loss=0.468, pair=4.535, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:48,  1.41it/s, loss=0.331, pair=4.176, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.51it/s, loss=0.331, pair=4.176, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.51it/s, loss=0.442, pair=5.562, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.46it/s, loss=0.442, pair=5.562, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.46it/s, loss=0.352, pair=3.350, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.352, pair=3.350, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:43,  1.51it/s, loss=0.614, pair=6.102, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.42it/s, loss=0.614, pair=6.102, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.42it/s, loss=0.365, pair=5.594, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.365, pair=5.594, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:41,  1.51it/s, loss=0.416, pair=5.672, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.41it/s, loss=0.416, pair=5.672, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:43,  1.41it/s, loss=0.356, pair=7.449, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.47it/s, loss=0.356, pair=7.449, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.47it/s, loss=0.501, pair=5.539, adv=3.341, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.42it/s, loss=0.501, pair=5.539, adv=3.341, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.42it/s, loss=0.335, pair=5.203, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:39,  1.50it/s, loss=0.335, pair=5.203, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:39,  1.50it/s, loss=0.370, pair=3.652, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.370, pair=3.652, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.338, pair=4.141, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.52it/s, loss=0.338, pair=4.141, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:37,  1.52it/s, loss=0.375, pair=5.926, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.43it/s, loss=0.375, pair=5.926, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.409, pair=4.145, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.47it/s, loss=0.409, pair=4.145, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.47it/s, loss=0.444, pair=6.184, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:39,  1.37it/s, loss=0.444, pair=6.184, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:39,  1.37it/s, loss=0.340, pair=5.266, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.45it/s, loss=0.340, pair=5.266, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.45it/s, loss=0.466, pair=4.934, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:37,  1.41it/s, loss=0.466, pair=4.934, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:37,  1.41it/s, loss=0.348, pair=5.367, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.348, pair=5.367, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.493, pair=5.895, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.41it/s, loss=0.493, pair=5.895, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.41it/s, loss=0.312, pair=7.547, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.50it/s, loss=0.312, pair=7.547, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.50it/s, loss=0.386, pair=6.746, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:34,  1.39it/s, loss=0.386, pair=6.746, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:34,  1.39it/s, loss=0.401, pair=4.488, adv=3.354, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:32,  1.47it/s, loss=0.401, pair=4.488, adv=3.354, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:32,  1.47it/s, loss=0.477, pair=5.520, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.42it/s, loss=0.477, pair=5.520, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:32,  1.42it/s, loss=0.351, pair=5.859, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.49it/s, loss=0.351, pair=5.859, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:30,  1.49it/s, loss=0.421, pair=5.266, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.43it/s, loss=0.421, pair=5.266, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.43it/s, loss=0.348, pair=6.328, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.50it/s, loss=0.348, pair=6.328, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:28,  1.50it/s, loss=0.367, pair=6.113, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.44it/s, loss=0.367, pair=6.113, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.44it/s, loss=0.334, pair=4.156, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.51it/s, loss=0.334, pair=4.156, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.51it/s, loss=0.436, pair=8.094, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.45it/s, loss=0.436, pair=8.094, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:27,  1.45it/s, loss=0.340, pair=5.387, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.49it/s, loss=0.340, pair=5.387, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.49it/s, loss=0.429, pair=5.695, adv=3.350, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.40it/s, loss=0.429, pair=5.695, adv=3.350, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.40it/s, loss=0.360, pair=5.945, adv=3.345, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.360, pair=5.945, adv=3.345, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:25,  1.47it/s, loss=0.479, pair=6.031, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.44it/s, loss=0.479, pair=6.031, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:25,  1.44it/s, loss=0.348, pair=5.852, adv=3.356, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.50it/s, loss=0.348, pair=5.852, adv=3.356, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.50it/s, loss=0.454, pair=6.328, adv=3.351, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.454, pair=6.328, adv=3.351, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.44it/s, loss=0.428, pair=4.891, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.428, pair=4.891, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.49it/s, loss=0.453, pair=5.164, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.42it/s, loss=0.453, pair=5.164, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.42it/s, loss=0.374, pair=3.715, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.49it/s, loss=0.374, pair=3.715, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.49it/s, loss=0.410, pair=5.945, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.43it/s, loss=0.410, pair=5.945, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:20,  1.43it/s, loss=0.364, pair=5.191, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.364, pair=5.191, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.419, pair=8.047, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.419, pair=8.047, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.42it/s, loss=0.349, pair=3.559, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.49it/s, loss=0.349, pair=3.559, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.49it/s, loss=0.402, pair=5.320, adv=3.419, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.42it/s, loss=0.402, pair=5.320, adv=3.419, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.42it/s, loss=0.345, pair=6.863, adv=3.325, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:17,  1.47it/s, loss=0.345, pair=6.863, adv=3.325, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:17,  1.47it/s, loss=0.375, pair=6.805, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:17,  1.41it/s, loss=0.375, pair=6.805, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:17,  1.41it/s, loss=0.314, pair=6.133, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.46it/s, loss=0.314, pair=6.133, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:15,  1.46it/s, loss=0.358, pair=6.879, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.39it/s, loss=0.358, pair=6.879, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.39it/s, loss=0.339, pair=7.949, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.46it/s, loss=0.339, pair=7.949, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.46it/s, loss=0.391, pair=7.027, adv=3.354, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.38it/s, loss=0.391, pair=7.027, adv=3.354, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:14,  1.38it/s, loss=0.320, pair=7.059, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:13,  1.46it/s, loss=0.320, pair=7.059, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:13,  1.46it/s, loss=0.377, pair=5.023, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:13,  1.36it/s, loss=0.377, pair=5.023, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:13,  1.36it/s, loss=0.357, pair=5.000, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.46it/s, loss=0.357, pair=5.000, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.46it/s, loss=0.493, pair=6.105, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.43it/s, loss=0.493, pair=6.105, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.43it/s, loss=0.336, pair=6.703, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.50it/s, loss=0.336, pair=6.703, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.50it/s, loss=0.506, pair=5.191, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.506, pair=5.191, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.44it/s, loss=0.324, pair=5.449, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.324, pair=5.449, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.50it/s, loss=0.392, pair=5.863, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.392, pair=5.863, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.310, pair=5.543, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.310, pair=5.543, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.49it/s, loss=0.427, pair=8.461, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.427, pair=8.461, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:06,  1.43it/s, loss=0.303, pair=7.945, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.303, pair=7.945, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.367, pair=6.219, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.367, pair=6.219, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.338, pair=8.086, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.47it/s, loss=0.338, pair=8.086, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.47it/s, loss=0.399, pair=5.895, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.399, pair=5.895, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.306, pair=6.281, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.306, pair=6.281, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.409, pair=4.715, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.409, pair=4.715, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.41it/s, loss=0.311, pair=7.477, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.311, pair=7.477, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.47it/s, loss=0.372, pair=6.074, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.39it/s, loss=0.372, pair=6.074, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.39it/s, loss=0.295, pair=6.996, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.45it/s, loss=0.295, pair=6.996, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.45it/s, loss=0.344, pair=6.367, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]: 100%|█| 333/333 [03:50<00:00,  1.40it/s, loss=0.344, pair=6.367, adv=3.364, sprd=0.03
                                                                                                              
Epoch 003/60 [S1:deg_only]  loss=0.4453  mat=0.2165  sens=4.5263  pair=3.5170  adv=3.3744(rand=3.37)  deg=0.0412  orth=0.0507  spread=0.0414  q_mean=49.8  q_std=3.3  α=0.10 β=0.00 γ=1.00 λ_grl=0.165  lr=9.97e-05  230s

Ep 004/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 004/60 [S1:deg_only]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.439, pair=6.473, adv=3.387, sprd=0.034]
Ep 004/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:14,  1.13s/it, loss=0.439, pair=6.473, adv=3.387, sprd=0.034]
Ep 004/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:14,  1.13s/it, loss=0.321, pair=6.707, adv=3.373, sprd=0.032]
Ep 004/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:33,  1.21it/s, loss=0.321, pair=6.707, adv=3.373, sprd=0.032]
Ep 004/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:33,  1.21it/s, loss=0.446, pair=7.078, adv=3.386, sprd=0.034]
Ep 004/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:22,  1.26it/s, loss=0.446, pair=7.078, adv=3.386, sprd=0.034]
Ep 004/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:22,  1.26it/s, loss=0.334, pair=4.156, adv=3.361, sprd=0.034]
Ep 004/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:57,  1.38it/s, loss=0.334, pair=4.156, adv=3.361, sprd=0.034]
Ep 004/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:57,  1.38it/s, loss=0.476, pair=6.051, adv=3.378, sprd=0.032]
Ep 004/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:03,  1.35it/s, loss=0.476, pair=6.051, adv=3.378, sprd=0.032]
Ep 004/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:03,  1.35it/s, loss=0.303, pair=4.898, adv=3.384, sprd=0.033]
Ep 004/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:43,  1.46it/s, loss=0.303, pair=4.898, adv=3.384, sprd=0.033]
Ep 004/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:43,  1.46it/s, loss=0.342, pair=7.984, adv=3.378, sprd=0.033]
Ep 004/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:49,  1.42it/s, loss=0.342, pair=7.984, adv=3.378, sprd=0.033]
Ep 004/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:49,  1.42it/s, loss=0.310, pair=6.172, adv=3.383, sprd=0.033]
Ep 004/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:37,  1.50it/s, loss=0.310, pair=6.172, adv=3.383, sprd=0.033]
Ep 004/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:37,  1.50it/s, loss=0.430, pair=6.980, adv=3.398, sprd=0.033]
Ep 004/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:47,  1.43it/s, loss=0.430, pair=6.980, adv=3.398, sprd=0.033]
Ep 004/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:47,  1.43it/s, loss=0.312, pair=4.340, adv=3.341, sprd=0.032]
Ep 004/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.312, pair=4.340, adv=3.341, sprd=0.032
Ep 004/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.415, pair=8.383, adv=3.364, sprd=0.033
Ep 004/60 [S1:deg_only]:   3%| | 11/333 [00:07<03:47,  1.41it/s, loss=0.415, pair=8.383, adv=3.364, sprd=0.033
Ep 004/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:47,  1.41it/s, loss=0.334, pair=5.371, adv=3.354, sprd=0.032
Ep 004/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:39,  1.46it/s, loss=0.334, pair=5.371, adv=3.354, sprd=0.032
Ep 004/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:39,  1.46it/s, loss=0.439, pair=8.078, adv=3.382, sprd=0.032
Ep 004/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:47,  1.41it/s, loss=0.439, pair=8.078, adv=3.382, sprd=0.032
Ep 004/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:47,  1.41it/s, loss=0.327, pair=6.863, adv=3.375, sprd=0.034
Ep 004/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:35,  1.48it/s, loss=0.327, pair=6.863, adv=3.375, sprd=0.034
Ep 004/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.453, pair=6.672, adv=3.365, sprd=0.032
Ep 004/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:41,  1.44it/s, loss=0.453, pair=6.672, adv=3.365, sprd=0.032
Ep 004/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:41,  1.44it/s, loss=0.393, pair=4.121, adv=3.382, sprd=0.032
Ep 004/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.393, pair=4.121, adv=3.382, sprd=0.032
Ep 004/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.393, pair=6.973, adv=3.349, sprd=0.031
Ep 004/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:44,  1.41it/s, loss=0.393, pair=6.973, adv=3.349, sprd=0.031
Ep 004/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:44,  1.41it/s, loss=0.302, pair=6.160, adv=3.349, sprd=0.031
Ep 004/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:33,  1.48it/s, loss=0.302, pair=6.160, adv=3.349, sprd=0.031
Ep 004/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:33,  1.48it/s, loss=0.493, pair=6.605, adv=3.373, sprd=0.033
Ep 004/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:42,  1.41it/s, loss=0.493, pair=6.605, adv=3.373, sprd=0.033
Ep 004/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:42,  1.41it/s, loss=0.300, pair=6.598, adv=3.335, sprd=0.031
Ep 004/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:33,  1.47it/s, loss=0.300, pair=6.598, adv=3.335, sprd=0.031
Ep 004/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:33,  1.47it/s, loss=0.333, pair=7.895, adv=3.367, sprd=0.032
Ep 004/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:42,  1.40it/s, loss=0.333, pair=7.895, adv=3.367, sprd=0.032
Ep 004/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:42,  1.40it/s, loss=0.294, pair=5.957, adv=3.338, sprd=0.032
Ep 004/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:28,  1.49it/s, loss=0.294, pair=5.957, adv=3.338, sprd=0.032
Ep 004/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:28,  1.49it/s, loss=0.358, pair=6.918, adv=3.380, sprd=0.032
Ep 004/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:42,  1.40it/s, loss=0.358, pair=6.918, adv=3.380, sprd=0.032
Ep 004/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:42,  1.40it/s, loss=0.304, pair=6.094, adv=3.361, sprd=0.031
Ep 004/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:32,  1.46it/s, loss=0.304, pair=6.094, adv=3.361, sprd=0.031
Ep 004/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.46it/s, loss=0.507, pair=5.023, adv=3.386, sprd=0.032
Ep 004/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:36,  1.42it/s, loss=0.507, pair=5.023, adv=3.386, sprd=0.032
Ep 004/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:36,  1.42it/s, loss=0.301, pair=8.664, adv=3.337, sprd=0.031
Ep 004/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:30,  1.46it/s, loss=0.301, pair=8.664, adv=3.337, sprd=0.031
Ep 004/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:30,  1.46it/s, loss=0.336, pair=6.074, adv=3.361, sprd=0.031
Ep 004/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:36,  1.41it/s, loss=0.336, pair=6.074, adv=3.361, sprd=0.031
Ep 004/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:36,  1.41it/s, loss=0.288, pair=7.473, adv=3.375, sprd=0.031
Ep 004/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:25,  1.49it/s, loss=0.288, pair=7.473, adv=3.375, sprd=0.031
Ep 004/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:25,  1.49it/s, loss=0.343, pair=7.062, adv=3.383, sprd=0.031
Ep 004/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.40it/s, loss=0.343, pair=7.062, adv=3.383, sprd=0.031
Ep 004/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:36,  1.40it/s, loss=0.299, pair=7.426, adv=3.342, sprd=0.032
Ep 004/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:27,  1.46it/s, loss=0.299, pair=7.426, adv=3.342, sprd=0.032
Ep 004/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:27,  1.46it/s, loss=0.338, pair=8.219, adv=3.361, sprd=0.030
Ep 004/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:33,  1.41it/s, loss=0.338, pair=8.219, adv=3.361, sprd=0.030
Ep 004/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:33,  1.41it/s, loss=0.330, pair=7.539, adv=3.370, sprd=0.032
Ep 004/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:23,  1.48it/s, loss=0.330, pair=7.539, adv=3.370, sprd=0.032
Ep 004/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:23,  1.48it/s, loss=0.461, pair=6.883, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:39,  1.37it/s, loss=0.461, pair=6.883, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:39,  1.37it/s, loss=0.411, pair=9.750, adv=3.364, sprd=0.031
Ep 004/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:24,  1.46it/s, loss=0.411, pair=9.750, adv=3.364, sprd=0.031
Ep 004/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:24,  1.46it/s, loss=0.542, pair=6.949, adv=3.398, sprd=0.030
Ep 004/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:33,  1.40it/s, loss=0.542, pair=6.949, adv=3.398, sprd=0.030
Ep 004/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:33,  1.40it/s, loss=0.284, pair=7.090, adv=3.349, sprd=0.031
Ep 004/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:25,  1.44it/s, loss=0.284, pair=7.090, adv=3.349, sprd=0.031
Ep 004/60 [S1:deg_only]:  11%| | 36/333 [00:26<03:25,  1.44it/s, loss=0.333, pair=7.438, adv=3.372, sprd=0.031
Ep 004/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:30,  1.40it/s, loss=0.333, pair=7.438, adv=3.372, sprd=0.031
Ep 004/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:30,  1.40it/s, loss=0.284, pair=7.035, adv=3.365, sprd=0.031
Ep 004/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:21,  1.47it/s, loss=0.284, pair=7.035, adv=3.365, sprd=0.031
Ep 004/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:21,  1.47it/s, loss=0.378, pair=4.832, adv=3.351, sprd=0.031
Ep 004/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.378, pair=4.832, adv=3.351, sprd=0.031
Ep 004/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:25,  1.43it/s, loss=0.291, pair=4.496, adv=3.359, sprd=0.031
Ep 004/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.291, pair=4.496, adv=3.359, sprd=0.031
Ep 004/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.431, pair=6.371, adv=3.389, sprd=0.030
Ep 004/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:26,  1.41it/s, loss=0.431, pair=6.371, adv=3.389, sprd=0.030
Ep 004/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:26,  1.41it/s, loss=0.314, pair=7.199, adv=3.375, sprd=0.029
Ep 004/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:19,  1.46it/s, loss=0.314, pair=7.199, adv=3.375, sprd=0.029
Ep 004/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:19,  1.46it/s, loss=0.335, pair=5.977, adv=3.376, sprd=0.031
Ep 004/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:26,  1.41it/s, loss=0.335, pair=5.977, adv=3.376, sprd=0.031
Ep 004/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:26,  1.41it/s, loss=0.301, pair=8.977, adv=3.414, sprd=0.031
Ep 004/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:13,  1.49it/s, loss=0.301, pair=8.977, adv=3.414, sprd=0.031
Ep 004/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:13,  1.49it/s, loss=0.331, pair=9.492, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:19,  1.45it/s, loss=0.331, pair=9.492, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:19,  1.45it/s, loss=0.298, pair=4.848, adv=3.378, sprd=0.030
Ep 004/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:10,  1.51it/s, loss=0.298, pair=4.848, adv=3.378, sprd=0.030
Ep 004/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:10,  1.51it/s, loss=0.323, pair=5.426, adv=3.374, sprd=0.031
Ep 004/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:21,  1.42it/s, loss=0.323, pair=5.426, adv=3.374, sprd=0.031
Ep 004/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:21,  1.42it/s, loss=0.275, pair=6.172, adv=3.342, sprd=0.030
Ep 004/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:09,  1.51it/s, loss=0.275, pair=6.172, adv=3.342, sprd=0.030
Ep 004/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:09,  1.51it/s, loss=0.412, pair=5.031, adv=3.354, sprd=0.031
Ep 004/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:19,  1.42it/s, loss=0.412, pair=5.031, adv=3.354, sprd=0.031
Ep 004/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:19,  1.42it/s, loss=0.283, pair=7.133, adv=3.354, sprd=0.031
Ep 004/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:11,  1.48it/s, loss=0.283, pair=7.133, adv=3.354, sprd=0.031
Ep 004/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:11,  1.48it/s, loss=0.323, pair=8.109, adv=3.339, sprd=0.030
Ep 004/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:19,  1.42it/s, loss=0.323, pair=8.109, adv=3.339, sprd=0.030
Ep 004/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:19,  1.42it/s, loss=0.306, pair=7.527, adv=3.363, sprd=0.030
Ep 004/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:10,  1.48it/s, loss=0.306, pair=7.527, adv=3.363, sprd=0.030
Ep 004/60 [S1:deg_only]:  16%|▏| 52/333 [00:37<03:10,  1.48it/s, loss=0.347, pair=7.852, adv=3.360, sprd=0.029
Ep 004/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.347, pair=7.852, adv=3.360, sprd=0.029
Ep 004/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.280, pair=7.152, adv=3.375, sprd=0.030
Ep 004/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:09,  1.47it/s, loss=0.280, pair=7.152, adv=3.375, sprd=0.030
Ep 004/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.322, pair=9.938, adv=3.392, sprd=0.030
Ep 004/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:19,  1.39it/s, loss=0.322, pair=9.938, adv=3.392, sprd=0.030
Ep 004/60 [S1:deg_only]:  17%|▏| 55/333 [00:39<03:19,  1.39it/s, loss=0.285, pair=7.488, adv=3.360, sprd=0.031
Ep 004/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:08,  1.47it/s, loss=0.285, pair=7.488, adv=3.360, sprd=0.031
Ep 004/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:08,  1.47it/s, loss=0.311, pair=4.719, adv=3.408, sprd=0.029
Ep 004/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:22,  1.36it/s, loss=0.311, pair=4.719, adv=3.408, sprd=0.029
Ep 004/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:22,  1.36it/s, loss=0.307, pair=6.730, adv=3.341, sprd=0.030
Ep 004/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:10,  1.44it/s, loss=0.307, pair=6.730, adv=3.341, sprd=0.030
Ep 004/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:10,  1.44it/s, loss=0.503, pair=8.227, adv=3.357, sprd=0.029
Ep 004/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:16,  1.40it/s, loss=0.503, pair=8.227, adv=3.357, sprd=0.029
Ep 004/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:16,  1.40it/s, loss=0.335, pair=7.477, adv=3.368, sprd=0.031
Ep 004/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:07,  1.46it/s, loss=0.335, pair=7.477, adv=3.368, sprd=0.031
Ep 004/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:07,  1.46it/s, loss=0.324, pair=8.500, adv=3.354, sprd=0.029
Ep 004/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:15,  1.39it/s, loss=0.324, pair=8.500, adv=3.354, sprd=0.029
Ep 004/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:15,  1.39it/s, loss=0.292, pair=7.988, adv=3.359, sprd=0.029
Ep 004/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:07,  1.44it/s, loss=0.292, pair=7.988, adv=3.359, sprd=0.029
Ep 004/60 [S1:deg_only]:  19%|▏| 62/333 [00:44<03:07,  1.44it/s, loss=0.369, pair=6.160, adv=3.342, sprd=0.029
Ep 004/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:14,  1.39it/s, loss=0.369, pair=6.160, adv=3.342, sprd=0.029
Ep 004/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:14,  1.39it/s, loss=0.277, pair=9.914, adv=3.354, sprd=0.029
Ep 004/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:05,  1.45it/s, loss=0.277, pair=9.914, adv=3.354, sprd=0.029
Ep 004/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:05,  1.45it/s, loss=0.357, pair=8.023, adv=3.347, sprd=0.028
Ep 004/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:13,  1.39it/s, loss=0.357, pair=8.023, adv=3.347, sprd=0.028
Ep 004/60 [S1:deg_only]:  20%|▏| 65/333 [00:46<03:13,  1.39it/s, loss=0.269, pair=7.387, adv=3.343, sprd=0.029
Ep 004/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:03,  1.46it/s, loss=0.269, pair=7.387, adv=3.343, sprd=0.029
Ep 004/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:03,  1.46it/s, loss=0.324, pair=8.109, adv=3.381, sprd=0.029
Ep 004/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:09,  1.40it/s, loss=0.324, pair=8.109, adv=3.381, sprd=0.029
Ep 004/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:09,  1.40it/s, loss=0.311, pair=7.727, adv=3.355, sprd=0.031
Ep 004/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<03:02,  1.46it/s, loss=0.311, pair=7.727, adv=3.355, sprd=0.031
Ep 004/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<03:02,  1.46it/s, loss=0.364, pair=8.930, adv=3.365, sprd=0.029
Ep 004/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:06,  1.41it/s, loss=0.364, pair=8.930, adv=3.365, sprd=0.029
Ep 004/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:06,  1.41it/s, loss=0.268, pair=8.344, adv=3.353, sprd=0.029
Ep 004/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:59,  1.47it/s, loss=0.268, pair=8.344, adv=3.353, sprd=0.029
Ep 004/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:59,  1.47it/s, loss=0.359, pair=7.410, adv=3.359, sprd=0.029
Ep 004/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:08,  1.39it/s, loss=0.359, pair=7.410, adv=3.359, sprd=0.029
Ep 004/60 [S1:deg_only]:  21%|▏| 71/333 [00:50<03:08,  1.39it/s, loss=0.277, pair=8.359, adv=3.377, sprd=0.030
Ep 004/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:57,  1.47it/s, loss=0.277, pair=8.359, adv=3.377, sprd=0.030
Ep 004/60 [S1:deg_only]:  22%|▏| 72/333 [00:51<02:57,  1.47it/s, loss=0.320, pair=10.656, adv=3.332, sprd=0.02
Ep 004/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:10,  1.36it/s, loss=0.320, pair=10.656, adv=3.332, sprd=0.02
Ep 004/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:10,  1.36it/s, loss=0.275, pair=8.336, adv=3.356, sprd=0.030
Ep 004/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:58,  1.45it/s, loss=0.275, pair=8.336, adv=3.356, sprd=0.030
Ep 004/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:58,  1.45it/s, loss=0.317, pair=6.574, adv=3.385, sprd=0.029
Ep 004/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.42it/s, loss=0.317, pair=6.574, adv=3.385, sprd=0.029
Ep 004/60 [S1:deg_only]:  23%|▏| 75/333 [00:53<03:02,  1.42it/s, loss=0.269, pair=5.641, adv=3.386, sprd=0.029
Ep 004/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:48,  1.52it/s, loss=0.269, pair=5.641, adv=3.386, sprd=0.029
Ep 004/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:48,  1.52it/s, loss=0.307, pair=8.945, adv=3.401, sprd=0.029
Ep 004/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:04,  1.39it/s, loss=0.307, pair=8.945, adv=3.401, sprd=0.029
Ep 004/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:04,  1.39it/s, loss=0.269, pair=8.875, adv=3.386, sprd=0.026
Ep 004/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:55,  1.45it/s, loss=0.269, pair=8.875, adv=3.386, sprd=0.026
Ep 004/60 [S1:deg_only]:  23%|▏| 78/333 [00:55<02:55,  1.45it/s, loss=0.375, pair=7.348, adv=3.380, sprd=0.029
Ep 004/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<03:00,  1.40it/s, loss=0.375, pair=7.348, adv=3.380, sprd=0.029
Ep 004/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<03:00,  1.40it/s, loss=0.350, pair=9.891, adv=3.364, sprd=0.029
Ep 004/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.350, pair=9.891, adv=3.364, sprd=0.029
Ep 004/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:50,  1.48it/s, loss=0.333, pair=4.730, adv=3.353, sprd=0.030
Ep 004/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:58,  1.41it/s, loss=0.333, pair=4.730, adv=3.353, sprd=0.030
Ep 004/60 [S1:deg_only]:  24%|▏| 81/333 [00:57<02:58,  1.41it/s, loss=0.284, pair=9.664, adv=3.343, sprd=0.027
Ep 004/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:49,  1.48it/s, loss=0.284, pair=9.664, adv=3.343, sprd=0.027
Ep 004/60 [S1:deg_only]:  25%|▏| 82/333 [00:58<02:49,  1.48it/s, loss=0.395, pair=10.320, adv=3.381, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:56,  1.42it/s, loss=0.395, pair=10.320, adv=3.381, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:56,  1.42it/s, loss=0.315, pair=6.914, adv=3.355, sprd=0.029
Ep 004/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.315, pair=6.914, adv=3.355, sprd=0.029
Ep 004/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:49,  1.47it/s, loss=0.494, pair=9.055, adv=3.366, sprd=0.029
Ep 004/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:55,  1.42it/s, loss=0.494, pair=9.055, adv=3.366, sprd=0.029
Ep 004/60 [S1:deg_only]:  26%|▎| 85/333 [01:00<02:55,  1.42it/s, loss=0.261, pair=8.273, adv=3.394, sprd=0.028
Ep 004/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:46,  1.48it/s, loss=0.261, pair=8.273, adv=3.394, sprd=0.028
Ep 004/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:46,  1.48it/s, loss=0.410, pair=4.996, adv=3.353, sprd=0.029
Ep 004/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<03:00,  1.36it/s, loss=0.410, pair=4.996, adv=3.353, sprd=0.029
Ep 004/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<03:00,  1.36it/s, loss=0.289, pair=8.930, adv=3.342, sprd=0.028
Ep 004/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:51,  1.43it/s, loss=0.289, pair=8.930, adv=3.342, sprd=0.028
Ep 004/60 [S1:deg_only]:  26%|▎| 88/333 [01:02<02:51,  1.43it/s, loss=0.318, pair=8.203, adv=3.404, sprd=0.028
Ep 004/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:56,  1.39it/s, loss=0.318, pair=8.203, adv=3.404, sprd=0.028
Ep 004/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:56,  1.39it/s, loss=0.277, pair=7.898, adv=3.351, sprd=0.029
Ep 004/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.277, pair=7.898, adv=3.351, sprd=0.029
Ep 004/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:46,  1.46it/s, loss=0.400, pair=7.238, adv=3.362, sprd=0.029
Ep 004/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:52,  1.41it/s, loss=0.400, pair=7.238, adv=3.362, sprd=0.029
Ep 004/60 [S1:deg_only]:  27%|▎| 91/333 [01:04<02:52,  1.41it/s, loss=0.260, pair=9.391, adv=3.375, sprd=0.028
Ep 004/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:45,  1.46it/s, loss=0.260, pair=9.391, adv=3.375, sprd=0.028
Ep 004/60 [S1:deg_only]:  28%|▎| 92/333 [01:05<02:45,  1.46it/s, loss=0.593, pair=6.969, adv=3.349, sprd=0.028
Ep 004/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:52,  1.39it/s, loss=0.593, pair=6.969, adv=3.349, sprd=0.028
Ep 004/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:52,  1.39it/s, loss=0.309, pair=8.117, adv=3.351, sprd=0.027
Ep 004/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:43,  1.47it/s, loss=0.309, pair=8.117, adv=3.351, sprd=0.027
Ep 004/60 [S1:deg_only]:  28%|▎| 94/333 [01:06<02:43,  1.47it/s, loss=0.513, pair=9.398, adv=3.343, sprd=0.029
Ep 004/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:48,  1.41it/s, loss=0.513, pair=9.398, adv=3.343, sprd=0.029
Ep 004/60 [S1:deg_only]:  29%|▎| 95/333 [01:07<02:48,  1.41it/s, loss=0.341, pair=9.820, adv=3.380, sprd=0.027
Ep 004/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:37,  1.51it/s, loss=0.341, pair=9.820, adv=3.380, sprd=0.027
Ep 004/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:37,  1.51it/s, loss=0.467, pair=10.164, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:42,  1.45it/s, loss=0.467, pair=10.164, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 97/333 [01:08<02:42,  1.45it/s, loss=0.286, pair=8.391, adv=3.373, sprd=0.027
Ep 004/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.286, pair=8.391, adv=3.373, sprd=0.027
Ep 004/60 [S1:deg_only]:  29%|▎| 98/333 [01:09<02:36,  1.50it/s, loss=0.400, pair=7.246, adv=3.391, sprd=0.027
Ep 004/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.400, pair=7.246, adv=3.391, sprd=0.027
Ep 004/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.266, pair=9.742, adv=3.371, sprd=0.029
Ep 004/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.266, pair=9.742, adv=3.371, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:35,  1.50it/s, loss=0.440, pair=7.719, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:39,  1.46it/s, loss=0.440, pair=7.719, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 101/333 [01:11<02:39,  1.46it/s, loss=0.251, pair=10.109, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:32,  1.52it/s, loss=0.251, pair=10.109, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:32,  1.52it/s, loss=0.316, pair=6.129, adv=3.353, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:44,  1.40it/s, loss=0.316, pair=6.129, adv=3.353, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:44,  1.40it/s, loss=0.304, pair=6.371, adv=3.372, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.48it/s, loss=0.304, pair=6.371, adv=3.372, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 104/333 [01:13<02:35,  1.48it/s, loss=0.371, pair=9.523, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:39,  1.43it/s, loss=0.371, pair=9.523, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:39,  1.43it/s, loss=0.264, pair=8.734, adv=3.357, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.264, pair=8.734, adv=3.357, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:33,  1.48it/s, loss=0.287, pair=7.465, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:46,  1.36it/s, loss=0.287, pair=7.465, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 107/333 [01:15<02:46,  1.36it/s, loss=0.244, pair=5.949, adv=3.347, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:37,  1.43it/s, loss=0.244, pair=5.949, adv=3.347, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 108/333 [01:16<02:37,  1.43it/s, loss=0.298, pair=8.836, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:49,  1.32it/s, loss=0.298, pair=8.836, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:49,  1.32it/s, loss=0.257, pair=10.352, adv=3.397, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:38,  1.41it/s, loss=0.257, pair=10.352, adv=3.397, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:38,  1.41it/s, loss=0.373, pair=8.203, adv=3.334, sprd=0.03
Ep 004/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:45,  1.34it/s, loss=0.373, pair=8.203, adv=3.334, sprd=0.03
Ep 004/60 [S1:deg_only]:  33%|▎| 111/333 [01:18<02:45,  1.34it/s, loss=0.281, pair=8.695, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:34,  1.43it/s, loss=0.281, pair=8.695, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 112/333 [01:19<02:34,  1.43it/s, loss=0.306, pair=8.133, adv=3.387, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:40,  1.37it/s, loss=0.306, pair=8.133, adv=3.387, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:40,  1.37it/s, loss=0.264, pair=11.305, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:30,  1.46it/s, loss=0.264, pair=11.305, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 114/333 [01:20<02:30,  1.46it/s, loss=0.512, pair=7.227, adv=3.339, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:36,  1.39it/s, loss=0.512, pair=7.227, adv=3.339, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 115/333 [01:21<02:36,  1.39it/s, loss=0.302, pair=10.766, adv=3.357, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:29,  1.45it/s, loss=0.302, pair=10.766, adv=3.357, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:29,  1.45it/s, loss=0.330, pair=7.910, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:33,  1.41it/s, loss=0.330, pair=7.910, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 117/333 [01:22<02:33,  1.41it/s, loss=0.258, pair=9.172, adv=3.352, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:27,  1.46it/s, loss=0.258, pair=9.172, adv=3.352, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 118/333 [01:23<02:27,  1.46it/s, loss=0.330, pair=7.184, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:29,  1.43it/s, loss=0.330, pair=7.184, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:29,  1.43it/s, loss=0.276, pair=7.086, adv=3.383, sprd=0.03
Ep 004/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:19,  1.52it/s, loss=0.276, pair=7.086, adv=3.383, sprd=0.03
Ep 004/60 [S1:deg_only]:  36%|▎| 120/333 [01:24<02:19,  1.52it/s, loss=0.312, pair=6.484, adv=3.400, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:25,  1.46it/s, loss=0.312, pair=6.484, adv=3.400, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 121/333 [01:25<02:25,  1.46it/s, loss=0.260, pair=11.039, adv=3.331, sprd=0.0
Ep 004/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:17,  1.54it/s, loss=0.260, pair=11.039, adv=3.331, sprd=0.0
Ep 004/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:17,  1.54it/s, loss=0.329, pair=8.375, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:31,  1.39it/s, loss=0.329, pair=8.375, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 123/333 [01:26<02:31,  1.39it/s, loss=0.300, pair=8.086, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:23,  1.46it/s, loss=0.300, pair=8.086, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 124/333 [01:27<02:23,  1.46it/s, loss=0.404, pair=9.492, adv=3.372, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:26,  1.42it/s, loss=0.404, pair=9.492, adv=3.372, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:26,  1.42it/s, loss=0.254, pair=7.930, adv=3.406, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.47it/s, loss=0.254, pair=7.930, adv=3.406, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:21,  1.47it/s, loss=0.420, pair=10.516, adv=3.359, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:24,  1.43it/s, loss=0.420, pair=10.516, adv=3.359, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 127/333 [01:29<02:24,  1.43it/s, loss=0.256, pair=9.969, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:19,  1.47it/s, loss=0.256, pair=9.969, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 128/333 [01:30<02:19,  1.47it/s, loss=0.462, pair=9.664, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:23,  1.42it/s, loss=0.462, pair=9.664, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:23,  1.42it/s, loss=0.274, pair=8.609, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:17,  1.47it/s, loss=0.274, pair=8.609, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 130/333 [01:31<02:17,  1.47it/s, loss=0.436, pair=7.531, adv=3.394, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:22,  1.42it/s, loss=0.436, pair=7.531, adv=3.394, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 131/333 [01:32<02:22,  1.42it/s, loss=0.258, pair=10.367, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:16,  1.47it/s, loss=0.258, pair=10.367, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:16,  1.47it/s, loss=0.325, pair=8.297, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:20,  1.43it/s, loss=0.325, pair=8.297, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 133/333 [01:33<02:20,  1.43it/s, loss=0.283, pair=9.883, adv=3.322, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:13,  1.49it/s, loss=0.283, pair=9.883, adv=3.322, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 134/333 [01:34<02:13,  1.49it/s, loss=0.374, pair=6.871, adv=3.366, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:20,  1.41it/s, loss=0.374, pair=6.871, adv=3.366, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:20,  1.41it/s, loss=0.261, pair=9.859, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.47it/s, loss=0.261, pair=9.859, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:13,  1.47it/s, loss=0.326, pair=5.891, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:18,  1.42it/s, loss=0.326, pair=5.891, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 137/333 [01:36<02:18,  1.42it/s, loss=0.239, pair=6.488, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:12,  1.48it/s, loss=0.239, pair=6.488, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 138/333 [01:37<02:12,  1.48it/s, loss=0.360, pair=8.336, adv=3.331, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:16,  1.42it/s, loss=0.360, pair=8.336, adv=3.331, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:16,  1.42it/s, loss=0.255, pair=8.648, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:08,  1.50it/s, loss=0.255, pair=8.648, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 140/333 [01:38<02:08,  1.50it/s, loss=0.461, pair=8.336, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:15,  1.42it/s, loss=0.461, pair=8.336, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 141/333 [01:39<02:15,  1.42it/s, loss=0.239, pair=10.031, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:09,  1.47it/s, loss=0.239, pair=10.031, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:09,  1.47it/s, loss=0.367, pair=9.867, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:13,  1.42it/s, loss=0.367, pair=9.867, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 143/333 [01:40<02:13,  1.42it/s, loss=0.292, pair=10.586, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:06,  1.49it/s, loss=0.292, pair=10.586, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  43%|▍| 144/333 [01:41<02:06,  1.49it/s, loss=0.359, pair=11.969, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:16,  1.37it/s, loss=0.359, pair=11.969, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:16,  1.37it/s, loss=0.239, pair=8.492, adv=3.393, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:08,  1.45it/s, loss=0.239, pair=8.492, adv=3.393, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 146/333 [01:42<02:08,  1.45it/s, loss=0.382, pair=9.656, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.382, pair=9.656, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 147/333 [01:43<02:15,  1.37it/s, loss=0.246, pair=6.777, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:08,  1.44it/s, loss=0.246, pair=6.777, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 148/333 [01:44<02:08,  1.44it/s, loss=0.401, pair=9.836, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 149/333 [01:44<02:16,  1.35it/s, loss=0.401, pair=9.836, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 149/333 [01:44<02:16,  1.35it/s, loss=0.262, pair=9.789, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:05,  1.46it/s, loss=0.262, pair=9.789, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 150/333 [01:45<02:05,  1.46it/s, loss=0.450, pair=8.602, adv=3.414, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:10,  1.39it/s, loss=0.450, pair=8.602, adv=3.414, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 151/333 [01:46<02:10,  1.39it/s, loss=0.268, pair=7.980, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:04,  1.46it/s, loss=0.268, pair=7.980, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:04,  1.46it/s, loss=0.281, pair=6.004, adv=3.378, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:08,  1.40it/s, loss=0.281, pair=6.004, adv=3.378, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 153/333 [01:47<02:08,  1.40it/s, loss=0.254, pair=9.031, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:01,  1.47it/s, loss=0.254, pair=9.031, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 154/333 [01:48<02:01,  1.47it/s, loss=0.315, pair=11.297, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:04,  1.44it/s, loss=0.315, pair=11.297, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:04,  1.44it/s, loss=0.236, pair=10.023, adv=3.344, sprd=0.0
Ep 004/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:58,  1.49it/s, loss=0.236, pair=10.023, adv=3.344, sprd=0.0
Ep 004/60 [S1:deg_only]:  47%|▍| 156/333 [01:49<01:58,  1.49it/s, loss=0.388, pair=8.594, adv=3.396, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:02,  1.44it/s, loss=0.388, pair=8.594, adv=3.396, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 157/333 [01:50<02:02,  1.44it/s, loss=0.240, pair=9.344, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:55,  1.51it/s, loss=0.240, pair=9.344, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:55,  1.51it/s, loss=0.355, pair=12.148, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<01:58,  1.47it/s, loss=0.355, pair=12.148, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 159/333 [01:51<01:58,  1.47it/s, loss=0.234, pair=12.375, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:54,  1.52it/s, loss=0.234, pair=12.375, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 160/333 [01:52<01:54,  1.52it/s, loss=0.306, pair=11.430, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.306, pair=11.430, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.260, pair=9.117, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.260, pair=9.117, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 162/333 [01:53<01:55,  1.48it/s, loss=0.300, pair=9.492, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.44it/s, loss=0.300, pair=9.492, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 163/333 [01:54<01:58,  1.44it/s, loss=0.245, pair=11.320, adv=3.390, sprd=0.0
Ep 004/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.245, pair=11.320, adv=3.390, sprd=0.0
Ep 004/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.419, pair=9.156, adv=3.397, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:57,  1.44it/s, loss=0.419, pair=9.156, adv=3.397, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▍| 165/333 [01:55<01:57,  1.44it/s, loss=0.243, pair=8.305, adv=3.331, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:51,  1.49it/s, loss=0.243, pair=8.305, adv=3.331, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▍| 166/333 [01:56<01:51,  1.49it/s, loss=0.621, pair=11.875, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:55,  1.44it/s, loss=0.621, pair=11.875, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:55,  1.44it/s, loss=0.275, pair=9.375, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.275, pair=9.375, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:50,  1.49it/s, loss=0.365, pair=11.539, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.365, pair=11.539, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 169/333 [01:58<01:54,  1.43it/s, loss=0.243, pair=10.125, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.243, pair=10.125, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 170/333 [01:59<01:49,  1.49it/s, loss=0.505, pair=13.141, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:54,  1.42it/s, loss=0.505, pair=13.141, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:54,  1.42it/s, loss=0.217, pair=12.789, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:48,  1.49it/s, loss=0.217, pair=12.789, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 172/333 [02:00<01:48,  1.49it/s, loss=0.254, pair=9.664, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:57,  1.36it/s, loss=0.254, pair=9.664, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  52%|▌| 173/333 [02:01<01:57,  1.36it/s, loss=0.230, pair=8.508, adv=3.358, sprd=0.02
Ep 004/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:50,  1.44it/s, loss=0.230, pair=8.508, adv=3.358, sprd=0.02
Ep 004/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:50,  1.44it/s, loss=0.377, pair=9.891, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:53,  1.39it/s, loss=0.377, pair=9.891, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 175/333 [02:02<01:53,  1.39it/s, loss=0.224, pair=9.445, adv=3.350, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:45,  1.49it/s, loss=0.224, pair=9.445, adv=3.350, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 176/333 [02:03<01:45,  1.49it/s, loss=0.274, pair=7.629, adv=3.339, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:51,  1.40it/s, loss=0.274, pair=7.629, adv=3.339, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:51,  1.40it/s, loss=0.245, pair=10.164, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:46,  1.46it/s, loss=0.245, pair=10.164, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 178/333 [02:04<01:46,  1.46it/s, loss=0.279, pair=10.047, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:49,  1.40it/s, loss=0.279, pair=10.047, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 179/333 [02:05<01:49,  1.40it/s, loss=0.258, pair=7.750, adv=3.364, sprd=0.02
Ep 004/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:43,  1.48it/s, loss=0.258, pair=7.750, adv=3.364, sprd=0.02
Ep 004/60 [S1:deg_only]:  54%|▌| 180/333 [02:06<01:43,  1.48it/s, loss=0.336, pair=10.555, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:49,  1.38it/s, loss=0.336, pair=10.555, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:49,  1.38it/s, loss=0.249, pair=11.555, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.249, pair=11.555, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 182/333 [02:07<01:43,  1.46it/s, loss=0.299, pair=10.195, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:50,  1.36it/s, loss=0.299, pair=10.195, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 183/333 [02:08<01:50,  1.36it/s, loss=0.264, pair=7.633, adv=3.343, sprd=0.02
Ep 004/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:43,  1.44it/s, loss=0.264, pair=7.633, adv=3.343, sprd=0.02
Ep 004/60 [S1:deg_only]:  55%|▌| 184/333 [02:09<01:43,  1.44it/s, loss=0.396, pair=10.062, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 185/333 [02:09<01:49,  1.36it/s, loss=0.396, pair=10.062, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 185/333 [02:09<01:49,  1.36it/s, loss=0.773, pair=11.828, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:40,  1.46it/s, loss=0.773, pair=11.828, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 186/333 [02:10<01:40,  1.46it/s, loss=0.339, pair=13.695, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:43,  1.41it/s, loss=0.339, pair=13.695, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:43,  1.41it/s, loss=0.226, pair=11.844, adv=3.329, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:37,  1.48it/s, loss=0.226, pair=11.844, adv=3.329, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 188/333 [02:11<01:37,  1.48it/s, loss=0.436, pair=11.445, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:42,  1.40it/s, loss=0.436, pair=11.445, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 189/333 [02:12<01:42,  1.40it/s, loss=0.227, pair=9.750, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:36,  1.48it/s, loss=0.227, pair=9.750, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  57%|▌| 190/333 [02:13<01:36,  1.48it/s, loss=0.281, pair=6.262, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  57%|▌| 191/333 [02:13<01:40,  1.42it/s, loss=0.281, pair=6.262, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  57%|▌| 191/333 [02:13<01:40,  1.42it/s, loss=0.270, pair=8.727, adv=3.373, sprd=0.02
Ep 004/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:34,  1.49it/s, loss=0.270, pair=8.727, adv=3.373, sprd=0.02
Ep 004/60 [S1:deg_only]:  58%|▌| 192/333 [02:14<01:34,  1.49it/s, loss=0.534, pair=12.805, adv=3.356, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:39,  1.41it/s, loss=0.534, pair=12.805, adv=3.356, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 193/333 [02:15<01:39,  1.41it/s, loss=0.208, pair=9.734, adv=3.406, sprd=0.02
Ep 004/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:35,  1.46it/s, loss=0.208, pair=9.734, adv=3.406, sprd=0.02
Ep 004/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:35,  1.46it/s, loss=0.295, pair=12.953, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:37,  1.41it/s, loss=0.295, pair=12.953, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 195/333 [02:16<01:37,  1.41it/s, loss=0.239, pair=9.242, adv=3.357, sprd=0.02
Ep 004/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.48it/s, loss=0.239, pair=9.242, adv=3.357, sprd=0.02
Ep 004/60 [S1:deg_only]:  59%|▌| 196/333 [02:17<01:32,  1.48it/s, loss=0.309, pair=11.000, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:35,  1.43it/s, loss=0.309, pair=11.000, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:35,  1.43it/s, loss=0.296, pair=9.750, adv=3.364, sprd=0.02
Ep 004/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.296, pair=9.750, adv=3.364, sprd=0.02
Ep 004/60 [S1:deg_only]:  59%|▌| 198/333 [02:18<01:31,  1.48it/s, loss=0.342, pair=9.750, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:32,  1.45it/s, loss=0.342, pair=9.750, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  60%|▌| 199/333 [02:19<01:32,  1.45it/s, loss=0.219, pair=11.797, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:29,  1.49it/s, loss=0.219, pair=11.797, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:29,  1.49it/s, loss=0.266, pair=13.828, adv=3.340, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.43it/s, loss=0.266, pair=13.828, adv=3.340, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 201/333 [02:20<01:32,  1.43it/s, loss=0.209, pair=11.234, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:28,  1.49it/s, loss=0.209, pair=11.234, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 202/333 [02:21<01:28,  1.49it/s, loss=0.470, pair=9.070, adv=3.344, sprd=0.02
Ep 004/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:33,  1.39it/s, loss=0.470, pair=9.070, adv=3.344, sprd=0.02
Ep 004/60 [S1:deg_only]:  61%|▌| 203/333 [02:22<01:33,  1.39it/s, loss=0.219, pair=11.195, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:28,  1.47it/s, loss=0.219, pair=11.195, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:28,  1.47it/s, loss=0.503, pair=9.805, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:30,  1.42it/s, loss=0.503, pair=9.805, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 205/333 [02:23<01:30,  1.42it/s, loss=0.222, pair=10.547, adv=3.348, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:25,  1.49it/s, loss=0.222, pair=10.547, adv=3.348, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 206/333 [02:24<01:25,  1.49it/s, loss=0.388, pair=8.750, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:29,  1.41it/s, loss=0.388, pair=8.750, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:29,  1.41it/s, loss=0.219, pair=13.875, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.46it/s, loss=0.219, pair=13.875, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 208/333 [02:25<01:25,  1.46it/s, loss=0.308, pair=7.957, adv=3.346, sprd=0.02
Ep 004/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:27,  1.42it/s, loss=0.308, pair=7.957, adv=3.346, sprd=0.02
Ep 004/60 [S1:deg_only]:  63%|▋| 209/333 [02:26<01:27,  1.42it/s, loss=0.238, pair=9.508, adv=3.378, sprd=0.02
Ep 004/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:23,  1.48it/s, loss=0.238, pair=9.508, adv=3.378, sprd=0.02
Ep 004/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:23,  1.48it/s, loss=0.279, pair=9.758, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.279, pair=9.758, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  63%|▋| 211/333 [02:27<01:24,  1.44it/s, loss=0.213, pair=9.961, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:20,  1.50it/s, loss=0.213, pair=9.961, adv=3.376, sprd=0.02
Ep 004/60 [S1:deg_only]:  64%|▋| 212/333 [02:28<01:20,  1.50it/s, loss=0.237, pair=12.344, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:23,  1.43it/s, loss=0.237, pair=12.344, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:23,  1.43it/s, loss=0.231, pair=12.219, adv=3.346, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:19,  1.50it/s, loss=0.231, pair=12.219, adv=3.346, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 214/333 [02:29<01:19,  1.50it/s, loss=0.312, pair=11.461, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.42it/s, loss=0.312, pair=11.461, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 215/333 [02:30<01:23,  1.42it/s, loss=0.240, pair=12.695, adv=3.341, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:18,  1.49it/s, loss=0.240, pair=12.695, adv=3.341, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 216/333 [02:31<01:18,  1.49it/s, loss=0.289, pair=13.148, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 217/333 [02:31<01:24,  1.37it/s, loss=0.289, pair=13.148, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 217/333 [02:31<01:24,  1.37it/s, loss=0.248, pair=8.656, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:20,  1.43it/s, loss=0.248, pair=8.656, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  65%|▋| 218/333 [02:32<01:20,  1.43it/s, loss=0.266, pair=11.742, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:21,  1.40it/s, loss=0.266, pair=11.742, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 219/333 [02:33<01:21,  1.40it/s, loss=0.256, pair=9.430, adv=3.347, sprd=0.02
Ep 004/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:17,  1.46it/s, loss=0.256, pair=9.430, adv=3.347, sprd=0.02
Ep 004/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:17,  1.46it/s, loss=0.248, pair=11.500, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:19,  1.40it/s, loss=0.248, pair=11.500, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 221/333 [02:34<01:19,  1.40it/s, loss=0.217, pair=11.445, adv=3.342, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:15,  1.47it/s, loss=0.217, pair=11.445, adv=3.342, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 222/333 [02:35<01:15,  1.47it/s, loss=0.292, pair=11.594, adv=3.352, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:17,  1.42it/s, loss=0.292, pair=11.594, adv=3.352, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:17,  1.42it/s, loss=0.210, pair=10.953, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.48it/s, loss=0.210, pair=10.953, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 224/333 [02:36<01:13,  1.48it/s, loss=0.250, pair=11.164, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.43it/s, loss=0.250, pair=11.164, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 225/333 [02:37<01:15,  1.43it/s, loss=0.268, pair=11.516, adv=3.336, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:11,  1.50it/s, loss=0.268, pair=11.516, adv=3.336, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:11,  1.50it/s, loss=0.414, pair=10.500, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:13,  1.43it/s, loss=0.414, pair=10.500, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 227/333 [02:38<01:13,  1.43it/s, loss=0.223, pair=10.430, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.48it/s, loss=0.223, pair=10.430, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 228/333 [02:39<01:10,  1.48it/s, loss=0.279, pair=11.586, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:13,  1.42it/s, loss=0.279, pair=11.586, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:13,  1.42it/s, loss=0.243, pair=10.086, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.48it/s, loss=0.243, pair=10.086, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 230/333 [02:40<01:09,  1.48it/s, loss=0.255, pair=11.406, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.43it/s, loss=0.255, pair=11.406, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 231/333 [02:41<01:11,  1.43it/s, loss=0.219, pair=10.578, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:06,  1.52it/s, loss=0.219, pair=10.578, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:06,  1.52it/s, loss=0.365, pair=9.227, adv=3.431, sprd=0.02
Ep 004/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:06,  1.50it/s, loss=0.365, pair=9.227, adv=3.431, sprd=0.02
Ep 004/60 [S1:deg_only]:  70%|▋| 233/333 [02:42<01:06,  1.50it/s, loss=0.202, pair=12.180, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:04,  1.53it/s, loss=0.202, pair=12.180, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 234/333 [02:43<01:04,  1.53it/s, loss=0.330, pair=14.664, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:07,  1.45it/s, loss=0.330, pair=14.664, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:07,  1.45it/s, loss=0.225, pair=8.359, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:03,  1.52it/s, loss=0.225, pair=8.359, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:03,  1.52it/s, loss=0.253, pair=11.094, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.253, pair=11.094, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 237/333 [02:45<01:07,  1.42it/s, loss=0.207, pair=9.883, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.207, pair=9.883, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 238/333 [02:46<01:04,  1.48it/s, loss=0.272, pair=12.031, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:07,  1.40it/s, loss=0.272, pair=12.031, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:07,  1.40it/s, loss=0.236, pair=8.891, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:03,  1.46it/s, loss=0.236, pair=8.891, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 240/333 [02:47<01:03,  1.46it/s, loss=0.371, pair=10.984, adv=3.337, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:05,  1.41it/s, loss=0.371, pair=10.984, adv=3.337, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 241/333 [02:48<01:05,  1.41it/s, loss=0.224, pair=11.555, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:01,  1.48it/s, loss=0.224, pair=11.555, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:01,  1.48it/s, loss=0.319, pair=13.750, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:02,  1.44it/s, loss=0.319, pair=13.750, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 243/333 [02:49<01:02,  1.44it/s, loss=0.212, pair=9.977, adv=3.300, sprd=0.02
Ep 004/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:58,  1.52it/s, loss=0.212, pair=9.977, adv=3.300, sprd=0.02
Ep 004/60 [S1:deg_only]:  73%|▋| 244/333 [02:50<00:58,  1.52it/s, loss=0.232, pair=7.387, adv=3.349, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:00,  1.45it/s, loss=0.232, pair=7.387, adv=3.349, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:00,  1.45it/s, loss=0.277, pair=9.594, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.277, pair=9.594, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<00:58,  1.49it/s, loss=0.344, pair=9.117, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:00,  1.43it/s, loss=0.344, pair=9.117, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 247/333 [02:52<01:00,  1.43it/s, loss=0.225, pair=9.367, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:57,  1.49it/s, loss=0.225, pair=9.367, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  74%|▋| 248/333 [02:53<00:57,  1.49it/s, loss=0.300, pair=8.703, adv=3.344, sprd=0.02
Ep 004/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<01:00,  1.38it/s, loss=0.300, pair=8.703, adv=3.344, sprd=0.02
Ep 004/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<01:00,  1.38it/s, loss=0.688, pair=10.109, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.46it/s, loss=0.688, pair=10.109, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 250/333 [02:54<00:56,  1.46it/s, loss=0.275, pair=11.305, adv=3.407, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:57,  1.42it/s, loss=0.275, pair=11.305, adv=3.407, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 251/333 [02:55<00:57,  1.42it/s, loss=0.214, pair=8.438, adv=3.352, sprd=0.02
Ep 004/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:54,  1.48it/s, loss=0.214, pair=8.438, adv=3.352, sprd=0.02
Ep 004/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:54,  1.48it/s, loss=0.248, pair=10.578, adv=3.343, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.248, pair=10.578, adv=3.343, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 253/333 [02:56<00:56,  1.41it/s, loss=0.205, pair=11.789, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.48it/s, loss=0.205, pair=11.789, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 254/333 [02:57<00:53,  1.48it/s, loss=0.233, pair=9.562, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:54,  1.43it/s, loss=0.233, pair=9.562, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:54,  1.43it/s, loss=0.224, pair=8.914, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.50it/s, loss=0.224, pair=8.914, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 256/333 [02:58<00:51,  1.50it/s, loss=0.362, pair=13.203, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.362, pair=13.203, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 257/333 [02:59<00:52,  1.44it/s, loss=0.222, pair=10.016, adv=3.343, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:49,  1.50it/s, loss=0.222, pair=10.016, adv=3.343, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:49,  1.50it/s, loss=0.249, pair=8.820, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.44it/s, loss=0.249, pair=8.820, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  78%|▊| 259/333 [03:00<00:51,  1.44it/s, loss=0.194, pair=12.125, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:48,  1.50it/s, loss=0.194, pair=12.125, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 260/333 [03:01<00:48,  1.50it/s, loss=0.248, pair=11.648, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.43it/s, loss=0.248, pair=11.648, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.43it/s, loss=0.372, pair=7.801, adv=3.392, sprd=0.02
Ep 004/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.48it/s, loss=0.372, pair=7.801, adv=3.392, sprd=0.02
Ep 004/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:47,  1.48it/s, loss=0.383, pair=10.023, adv=3.348, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.42it/s, loss=0.383, pair=10.023, adv=3.348, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 263/333 [03:03<00:49,  1.42it/s, loss=0.209, pair=11.281, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.49it/s, loss=0.209, pair=11.281, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.49it/s, loss=0.263, pair=11.555, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:46,  1.46it/s, loss=0.263, pair=11.555, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:46,  1.46it/s, loss=0.203, pair=9.383, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.52it/s, loss=0.203, pair=9.383, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  80%|▊| 266/333 [03:05<00:44,  1.52it/s, loss=0.297, pair=10.734, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.45it/s, loss=0.297, pair=10.734, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.45it/s, loss=0.219, pair=9.734, adv=3.381, sprd=0.02
Ep 004/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.219, pair=9.734, adv=3.381, sprd=0.02
Ep 004/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:43,  1.51it/s, loss=0.292, pair=11.180, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.42it/s, loss=0.292, pair=11.180, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 269/333 [03:07<00:44,  1.42it/s, loss=0.230, pair=12.844, adv=3.312, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.48it/s, loss=0.230, pair=12.844, adv=3.312, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 270/333 [03:08<00:42,  1.48it/s, loss=0.370, pair=10.133, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:43,  1.42it/s, loss=0.370, pair=10.133, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:43,  1.42it/s, loss=0.255, pair=11.164, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.49it/s, loss=0.255, pair=11.164, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 272/333 [03:09<00:41,  1.49it/s, loss=0.298, pair=13.227, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.42it/s, loss=0.298, pair=13.227, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 273/333 [03:10<00:42,  1.42it/s, loss=0.198, pair=12.688, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:39,  1.48it/s, loss=0.198, pair=12.688, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:39,  1.48it/s, loss=0.330, pair=12.852, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:39,  1.45it/s, loss=0.330, pair=12.852, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:39,  1.45it/s, loss=0.215, pair=10.758, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:38,  1.49it/s, loss=0.215, pair=10.758, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 276/333 [03:12<00:38,  1.49it/s, loss=0.261, pair=9.820, adv=3.365, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.261, pair=9.820, adv=3.365, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.214, pair=10.680, adv=3.339, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.214, pair=10.680, adv=3.339, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.48it/s, loss=0.553, pair=10.570, adv=3.367, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:39,  1.38it/s, loss=0.553, pair=10.570, adv=3.367, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 279/333 [03:14<00:39,  1.38it/s, loss=0.404, pair=11.414, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.47it/s, loss=0.404, pair=11.414, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 280/333 [03:15<00:36,  1.47it/s, loss=0.303, pair=15.328, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:36,  1.42it/s, loss=0.303, pair=15.328, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:36,  1.42it/s, loss=0.197, pair=12.734, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.197, pair=12.734, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 282/333 [03:16<00:34,  1.49it/s, loss=0.486, pair=10.328, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:34,  1.44it/s, loss=0.486, pair=10.328, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:34,  1.44it/s, loss=0.194, pair=13.672, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.49it/s, loss=0.194, pair=13.672, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.49it/s, loss=0.947, pair=11.297, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.45it/s, loss=0.947, pair=11.297, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 285/333 [03:18<00:33,  1.45it/s, loss=0.193, pair=15.445, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.51it/s, loss=0.193, pair=15.445, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 286/333 [03:19<00:31,  1.51it/s, loss=0.237, pair=14.570, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:33,  1.36it/s, loss=0.237, pair=14.570, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:33,  1.36it/s, loss=0.176, pair=13.547, adv=3.362, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:31,  1.45it/s, loss=0.176, pair=13.547, adv=3.362, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:31,  1.45it/s, loss=0.225, pair=8.344, adv=3.316, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:31,  1.39it/s, loss=0.225, pair=8.344, adv=3.316, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 289/333 [03:21<00:31,  1.39it/s, loss=0.205, pair=14.750, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.47it/s, loss=0.205, pair=14.750, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.47it/s, loss=0.262, pair=16.219, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.262, pair=16.219, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:29,  1.41it/s, loss=0.203, pair=16.516, adv=3.403, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:28,  1.46it/s, loss=0.203, pair=16.516, adv=3.403, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 292/333 [03:23<00:28,  1.46it/s, loss=0.241, pair=10.477, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.41it/s, loss=0.241, pair=10.477, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.41it/s, loss=0.225, pair=9.539, adv=3.377, sprd=0.01
Ep 004/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.46it/s, loss=0.225, pair=9.539, adv=3.377, sprd=0.01
Ep 004/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.46it/s, loss=0.249, pair=10.750, adv=3.337, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.41it/s, loss=0.249, pair=10.750, adv=3.337, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 295/333 [03:25<00:26,  1.41it/s, loss=0.187, pair=16.328, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.49it/s, loss=0.187, pair=16.328, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 296/333 [03:26<00:24,  1.49it/s, loss=0.248, pair=9.906, adv=3.377, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:24,  1.45it/s, loss=0.248, pair=9.906, adv=3.377, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:24,  1.45it/s, loss=0.200, pair=10.352, adv=3.383, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:22,  1.52it/s, loss=0.200, pair=10.352, adv=3.383, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 298/333 [03:27<00:22,  1.52it/s, loss=0.266, pair=13.008, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.44it/s, loss=0.266, pair=13.008, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.44it/s, loss=0.187, pair=17.156, adv=3.352, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:21,  1.52it/s, loss=0.187, pair=17.156, adv=3.352, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:21,  1.52it/s, loss=0.217, pair=10.195, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.217, pair=10.195, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.44it/s, loss=0.194, pair=13.453, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.51it/s, loss=0.194, pair=13.453, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 302/333 [03:30<00:20,  1.51it/s, loss=0.469, pair=10.969, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.37it/s, loss=0.469, pair=10.969, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.37it/s, loss=0.388, pair=12.477, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.45it/s, loss=0.388, pair=12.477, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 304/333 [03:31<00:19,  1.45it/s, loss=0.255, pair=11.680, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:20,  1.35it/s, loss=0.255, pair=11.680, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 305/333 [03:32<00:20,  1.35it/s, loss=0.187, pair=11.422, adv=3.343, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.43it/s, loss=0.187, pair=11.422, adv=3.343, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 306/333 [03:33<00:18,  1.43it/s, loss=0.218, pair=12.602, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.40it/s, loss=0.218, pair=12.602, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.40it/s, loss=0.255, pair=11.180, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.48it/s, loss=0.255, pair=11.180, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 308/333 [03:34<00:16,  1.48it/s, loss=0.244, pair=13.500, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:17,  1.35it/s, loss=0.244, pair=13.500, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 309/333 [03:35<00:17,  1.35it/s, loss=0.219, pair=13.984, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:16,  1.42it/s, loss=0.219, pair=13.984, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:16,  1.42it/s, loss=0.218, pair=11.820, adv=3.339, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:16,  1.36it/s, loss=0.218, pair=11.820, adv=3.339, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:16,  1.36it/s, loss=0.175, pair=16.562, adv=3.345, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.45it/s, loss=0.175, pair=16.562, adv=3.345, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 312/333 [03:37<00:14,  1.45it/s, loss=0.508, pair=9.617, adv=3.359, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:14,  1.40it/s, loss=0.508, pair=9.617, adv=3.359, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:14,  1.40it/s, loss=0.178, pair=12.945, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.47it/s, loss=0.178, pair=12.945, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.47it/s, loss=0.222, pair=10.219, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.41it/s, loss=0.222, pair=10.219, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 315/333 [03:39<00:12,  1.41it/s, loss=0.175, pair=11.766, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.47it/s, loss=0.175, pair=11.766, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 316/333 [03:40<00:11,  1.47it/s, loss=0.248, pair=11.492, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.43it/s, loss=0.248, pair=11.492, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.43it/s, loss=0.204, pair=13.750, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:09,  1.50it/s, loss=0.204, pair=13.750, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 318/333 [03:41<00:09,  1.50it/s, loss=0.380, pair=9.664, adv=3.377, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.45it/s, loss=0.380, pair=9.664, adv=3.377, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.45it/s, loss=0.202, pair=14.523, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.51it/s, loss=0.202, pair=14.523, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.51it/s, loss=0.198, pair=13.992, adv=3.351, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.39it/s, loss=0.198, pair=13.992, adv=3.351, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 321/333 [03:43<00:08,  1.39it/s, loss=0.202, pair=12.070, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.202, pair=12.070, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 322/333 [03:44<00:07,  1.47it/s, loss=0.210, pair=11.344, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.210, pair=11.344, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.242, pair=10.102, adv=3.344, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.242, pair=10.102, adv=3.344, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 324/333 [03:45<00:06,  1.49it/s, loss=0.395, pair=8.828, adv=3.362, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.395, pair=8.828, adv=3.362, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 325/333 [03:46<00:05,  1.42it/s, loss=0.188, pair=13.992, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.47it/s, loss=0.188, pair=13.992, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.47it/s, loss=0.406, pair=9.133, adv=3.344, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.406, pair=9.133, adv=3.344, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 327/333 [03:47<00:04,  1.41it/s, loss=0.206, pair=15.844, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.47it/s, loss=0.206, pair=15.844, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 328/333 [03:48<00:03,  1.47it/s, loss=0.327, pair=12.398, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.39it/s, loss=0.327, pair=12.398, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.39it/s, loss=0.207, pair=13.742, adv=3.362, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.46it/s, loss=0.207, pair=13.742, adv=3.362, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.46it/s, loss=0.376, pair=11.172, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.37it/s, loss=0.376, pair=11.172, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 331/333 [03:50<00:01,  1.37it/s, loss=0.184, pair=11.422, adv=3.324, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.47it/s, loss=0.184, pair=11.422, adv=3.324, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 332/333 [03:51<00:00,  1.47it/s, loss=0.234, pair=12.250, adv=3.341, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|█| 333/333 [03:51<00:00,  1.42it/s, loss=0.234, pair=12.250, adv=3.341, sprd=0.0
                                                                                                              
Epoch 004/60 [S1:deg_only]  loss=0.3078  mat=0.2549  sens=10.6134  pair=9.6054  adv=3.3689(rand=3.37)  deg=0.0520  orth=0.0386  spread=0.0249  q_mean=50.2  q_std=8.1  α=0.10 β=0.00 γ=1.00 λ_grl=0.245  lr=9.94e-05  231s

Ep 005/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 005/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.229, pair=14.266, adv=3.334, sprd=0.017]
Ep 005/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:14,  1.13s/it, loss=0.229, pair=14.266, adv=3.334, sprd=0.017
Ep 005/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:14,  1.13s/it, loss=0.183, pair=8.727, adv=3.340, sprd=0.017]
Ep 005/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:27,  1.24it/s, loss=0.183, pair=8.727, adv=3.340, sprd=0.017]
Ep 005/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:27,  1.24it/s, loss=0.291, pair=8.094, adv=3.370, sprd=0.016]
Ep 005/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:37,  1.19it/s, loss=0.291, pair=8.094, adv=3.370, sprd=0.016]
Ep 005/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:37,  1.19it/s, loss=0.181, pair=14.898, adv=3.385, sprd=0.016
Ep 005/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:06,  1.33it/s, loss=0.181, pair=14.898, adv=3.385, sprd=0.016
Ep 005/60 [S1:deg_only]:   1%| | 4/333 [00:04<04:06,  1.33it/s, loss=0.498, pair=9.242, adv=3.376, sprd=0.016]
Ep 005/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:12,  1.30it/s, loss=0.498, pair=9.242, adv=3.376, sprd=0.016]
Ep 005/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:12,  1.30it/s, loss=0.171, pair=9.977, adv=3.329, sprd=0.016]
Ep 005/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:52,  1.41it/s, loss=0.171, pair=9.977, adv=3.329, sprd=0.016]
Ep 005/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:52,  1.41it/s, loss=0.272, pair=14.422, adv=3.359, sprd=0.017
Ep 005/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:04,  1.33it/s, loss=0.272, pair=14.422, adv=3.359, sprd=0.017
Ep 005/60 [S1:deg_only]:   2%| | 7/333 [00:06<04:04,  1.33it/s, loss=0.182, pair=16.266, adv=3.375, sprd=0.018
Ep 005/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:47,  1.43it/s, loss=0.182, pair=16.266, adv=3.375, sprd=0.018
Ep 005/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:47,  1.43it/s, loss=0.560, pair=13.180, adv=3.359, sprd=0.017
Ep 005/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:56,  1.37it/s, loss=0.560, pair=13.180, adv=3.359, sprd=0.017
Ep 005/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:56,  1.37it/s, loss=0.176, pair=12.305, adv=3.368, sprd=0.016
Ep 005/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:42,  1.45it/s, loss=0.176, pair=12.305, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:42,  1.45it/s, loss=0.217, pair=11.352, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:56,  1.36it/s, loss=0.217, pair=11.352, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:56,  1.36it/s, loss=0.169, pair=17.703, adv=3.398, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:39,  1.46it/s, loss=0.169, pair=17.703, adv=3.398, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:39,  1.46it/s, loss=1.230, pair=13.391, adv=3.325, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:52,  1.38it/s, loss=1.230, pair=13.391, adv=3.325, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:52,  1.38it/s, loss=0.238, pair=11.211, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:39,  1.45it/s, loss=0.238, pair=11.211, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 14/333 [00:11<03:39,  1.45it/s, loss=0.396, pair=11.492, adv=3.346, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:52,  1.37it/s, loss=0.396, pair=11.492, adv=3.346, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:52,  1.37it/s, loss=0.260, pair=15.445, adv=3.330, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:41,  1.43it/s, loss=0.260, pair=15.445, adv=3.330, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:41,  1.43it/s, loss=0.324, pair=14.227, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:46,  1.39it/s, loss=0.324, pair=14.227, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 17/333 [00:13<03:46,  1.39it/s, loss=0.245, pair=11.633, adv=3.339, sprd=0.02
Ep 005/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:33,  1.48it/s, loss=0.245, pair=11.633, adv=3.339, sprd=0.02
Ep 005/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:33,  1.48it/s, loss=0.283, pair=11.453, adv=3.352, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:37,  1.44it/s, loss=0.283, pair=11.453, adv=3.352, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:37,  1.44it/s, loss=0.210, pair=15.570, adv=3.395, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:30,  1.49it/s, loss=0.210, pair=15.570, adv=3.395, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 20/333 [00:15<03:30,  1.49it/s, loss=0.507, pair=12.789, adv=3.347, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:39,  1.42it/s, loss=0.507, pair=12.789, adv=3.347, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:39,  1.42it/s, loss=0.174, pair=16.219, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.174, pair=16.219, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.264, pair=17.938, adv=3.347, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.264, pair=17.938, adv=3.347, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 23/333 [00:17<03:36,  1.43it/s, loss=0.183, pair=10.766, adv=3.384, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:27,  1.49it/s, loss=0.183, pair=10.766, adv=3.384, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:27,  1.49it/s, loss=0.225, pair=12.156, adv=3.394, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:31,  1.46it/s, loss=0.225, pair=12.156, adv=3.394, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:31,  1.46it/s, loss=0.183, pair=12.000, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:22,  1.51it/s, loss=0.183, pair=12.000, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:22,  1.51it/s, loss=0.264, pair=15.766, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.264, pair=15.766, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.173, pair=12.508, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:23,  1.50it/s, loss=0.173, pair=12.508, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:23,  1.50it/s, loss=0.257, pair=12.250, adv=3.353, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:31,  1.44it/s, loss=0.257, pair=12.250, adv=3.353, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:31,  1.44it/s, loss=0.178, pair=14.188, adv=3.358, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:22,  1.49it/s, loss=0.178, pair=14.188, adv=3.358, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:22,  1.49it/s, loss=0.287, pair=11.688, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:30,  1.44it/s, loss=0.287, pair=11.688, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:30,  1.44it/s, loss=0.179, pair=14.250, adv=3.357, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:21,  1.49it/s, loss=0.179, pair=14.250, adv=3.357, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:21,  1.49it/s, loss=0.221, pair=12.898, adv=3.354, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:28,  1.44it/s, loss=0.221, pair=12.898, adv=3.354, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:28,  1.44it/s, loss=0.169, pair=15.258, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:17,  1.52it/s, loss=0.169, pair=15.258, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:17,  1.52it/s, loss=0.289, pair=14.312, adv=3.379, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:25,  1.45it/s, loss=0.289, pair=14.312, adv=3.379, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:25,  1.45it/s, loss=0.204, pair=9.469, adv=3.371, sprd=0.016
Ep 005/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.204, pair=9.469, adv=3.371, sprd=0.016
Ep 005/60 [S1:deg_only]:  11%| | 36/333 [00:26<03:19,  1.49it/s, loss=0.240, pair=9.750, adv=3.344, sprd=0.017
Ep 005/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:27,  1.42it/s, loss=0.240, pair=9.750, adv=3.344, sprd=0.017
Ep 005/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:27,  1.42it/s, loss=0.171, pair=12.781, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:17,  1.49it/s, loss=0.171, pair=12.781, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:17,  1.49it/s, loss=0.207, pair=15.492, adv=3.349, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:34,  1.37it/s, loss=0.207, pair=15.492, adv=3.349, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:34,  1.37it/s, loss=0.168, pair=14.055, adv=3.398, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:21,  1.45it/s, loss=0.168, pair=14.055, adv=3.398, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:21,  1.45it/s, loss=0.221, pair=12.273, adv=3.387, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:29,  1.39it/s, loss=0.221, pair=12.273, adv=3.387, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:29,  1.39it/s, loss=0.165, pair=10.398, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:19,  1.46it/s, loss=0.165, pair=10.398, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:19,  1.46it/s, loss=0.516, pair=10.773, adv=3.338, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:26,  1.41it/s, loss=0.516, pair=10.773, adv=3.338, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:26,  1.41it/s, loss=0.159, pair=13.539, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:16,  1.47it/s, loss=0.159, pair=13.539, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:16,  1.47it/s, loss=0.230, pair=14.484, adv=3.341, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:24,  1.41it/s, loss=0.230, pair=14.484, adv=3.341, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:24,  1.41it/s, loss=0.161, pair=12.445, adv=3.352, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:16,  1.46it/s, loss=0.161, pair=12.445, adv=3.352, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 46/333 [00:33<03:16,  1.46it/s, loss=0.227, pair=15.680, adv=3.353, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:22,  1.41it/s, loss=0.227, pair=15.680, adv=3.353, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:22,  1.41it/s, loss=0.172, pair=16.234, adv=3.370, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:14,  1.46it/s, loss=0.172, pair=16.234, adv=3.370, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:14,  1.46it/s, loss=0.255, pair=9.508, adv=3.388, sprd=0.016
Ep 005/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.255, pair=9.508, adv=3.388, sprd=0.016
Ep 005/60 [S1:deg_only]:  15%|▏| 49/333 [00:35<03:18,  1.43it/s, loss=0.174, pair=14.977, adv=3.334, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:07,  1.51it/s, loss=0.174, pair=14.977, adv=3.334, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:07,  1.51it/s, loss=0.213, pair=15.188, adv=3.403, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:17,  1.43it/s, loss=0.213, pair=15.188, adv=3.403, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:17,  1.43it/s, loss=0.187, pair=15.516, adv=3.344, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.187, pair=15.516, adv=3.344, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 52/333 [00:37<03:09,  1.48it/s, loss=0.205, pair=16.125, adv=3.342, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.205, pair=16.125, adv=3.342, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.161, pair=14.281, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:10,  1.46it/s, loss=0.161, pair=14.281, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:10,  1.46it/s, loss=0.221, pair=11.172, adv=3.361, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:15,  1.42it/s, loss=0.221, pair=11.172, adv=3.361, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 55/333 [00:39<03:15,  1.42it/s, loss=0.161, pair=11.438, adv=3.358, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:05,  1.49it/s, loss=0.161, pair=11.438, adv=3.358, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 56/333 [00:40<03:05,  1.49it/s, loss=0.435, pair=11.680, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:19,  1.38it/s, loss=0.435, pair=11.680, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:19,  1.38it/s, loss=0.176, pair=10.445, adv=3.418, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:05,  1.49it/s, loss=0.176, pair=10.445, adv=3.418, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:05,  1.49it/s, loss=0.253, pair=14.109, adv=3.374, sprd=0.02
Ep 005/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.253, pair=14.109, adv=3.374, sprd=0.02
Ep 005/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.170, pair=16.516, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:01,  1.50it/s, loss=0.170, pair=16.516, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:01,  1.50it/s, loss=0.249, pair=10.367, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.249, pair=10.367, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:08,  1.44it/s, loss=0.173, pair=11.312, adv=3.339, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.50it/s, loss=0.173, pair=11.312, adv=3.339, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 62/333 [00:44<03:01,  1.50it/s, loss=0.206, pair=11.406, adv=3.360, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:10,  1.42it/s, loss=0.206, pair=11.406, adv=3.360, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:10,  1.42it/s, loss=0.186, pair=12.328, adv=3.354, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:01,  1.48it/s, loss=0.186, pair=12.328, adv=3.354, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:01,  1.48it/s, loss=0.256, pair=8.430, adv=3.359, sprd=0.014
Ep 005/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:13,  1.39it/s, loss=0.256, pair=8.430, adv=3.359, sprd=0.014
Ep 005/60 [S1:deg_only]:  20%|▏| 65/333 [00:46<03:13,  1.39it/s, loss=0.172, pair=13.477, adv=3.358, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:04,  1.45it/s, loss=0.172, pair=13.477, adv=3.358, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:04,  1.45it/s, loss=0.253, pair=14.641, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:08,  1.41it/s, loss=0.253, pair=14.641, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:08,  1.41it/s, loss=0.220, pair=10.953, adv=3.359, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:58,  1.48it/s, loss=0.220, pair=10.953, adv=3.359, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<02:58,  1.48it/s, loss=0.177, pair=10.250, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.177, pair=10.250, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.200, pair=11.758, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:55,  1.49it/s, loss=0.200, pair=11.758, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:55,  1.49it/s, loss=0.341, pair=17.906, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:01,  1.44it/s, loss=0.341, pair=17.906, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 71/333 [00:50<03:01,  1.44it/s, loss=0.189, pair=15.734, adv=3.328, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:54,  1.49it/s, loss=0.189, pair=15.734, adv=3.328, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:54,  1.49it/s, loss=0.196, pair=10.328, adv=3.425, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:04,  1.41it/s, loss=0.196, pair=10.328, adv=3.425, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:04,  1.41it/s, loss=0.164, pair=10.516, adv=3.359, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:54,  1.49it/s, loss=0.164, pair=10.516, adv=3.359, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:54,  1.49it/s, loss=0.258, pair=8.750, adv=3.367, sprd=0.016
Ep 005/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.258, pair=8.750, adv=3.367, sprd=0.016
Ep 005/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.232, pair=14.945, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:53,  1.49it/s, loss=0.232, pair=14.945, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:53,  1.49it/s, loss=0.227, pair=21.000, adv=3.364, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:02,  1.40it/s, loss=0.227, pair=21.000, adv=3.364, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:02,  1.40it/s, loss=0.161, pair=11.938, adv=3.378, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.161, pair=11.938, adv=3.378, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 78/333 [00:55<02:52,  1.48it/s, loss=0.192, pair=16.469, adv=3.355, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.192, pair=16.469, adv=3.355, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.151, pair=14.156, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:49,  1.49it/s, loss=0.151, pair=14.156, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.234, pair=10.312, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:55,  1.44it/s, loss=0.234, pair=10.312, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 81/333 [00:57<02:55,  1.44it/s, loss=0.154, pair=12.203, adv=3.324, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.154, pair=12.203, adv=3.324, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.238, pair=13.391, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.238, pair=13.391, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:53,  1.44it/s, loss=0.185, pair=14.242, adv=3.389, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:44,  1.52it/s, loss=0.185, pair=14.242, adv=3.389, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:44,  1.52it/s, loss=0.306, pair=10.914, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:51,  1.45it/s, loss=0.306, pair=10.914, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:51,  1.45it/s, loss=0.167, pair=18.859, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:46,  1.48it/s, loss=0.167, pair=18.859, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:46,  1.48it/s, loss=0.280, pair=9.688, adv=3.372, sprd=0.014
Ep 005/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:59,  1.37it/s, loss=0.280, pair=9.688, adv=3.372, sprd=0.014
Ep 005/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<02:59,  1.37it/s, loss=0.151, pair=11.859, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:48,  1.46it/s, loss=0.151, pair=11.859, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 88/333 [01:02<02:48,  1.46it/s, loss=0.186, pair=10.609, adv=3.401, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:53,  1.41it/s, loss=0.186, pair=10.609, adv=3.401, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:53,  1.41it/s, loss=0.160, pair=13.641, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:44,  1.47it/s, loss=0.160, pair=13.641, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:44,  1.47it/s, loss=0.200, pair=13.258, adv=3.373, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:55,  1.38it/s, loss=0.200, pair=13.258, adv=3.373, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 91/333 [01:04<02:55,  1.38it/s, loss=0.163, pair=13.867, adv=3.370, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:45,  1.46it/s, loss=0.163, pair=13.867, adv=3.370, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:45,  1.46it/s, loss=0.238, pair=12.648, adv=3.363, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.238, pair=12.648, adv=3.363, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:50,  1.41it/s, loss=0.160, pair=14.602, adv=3.357, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.160, pair=14.602, adv=3.357, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 94/333 [01:06<02:41,  1.48it/s, loss=0.294, pair=13.844, adv=3.344, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:47,  1.42it/s, loss=0.294, pair=13.844, adv=3.344, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:47,  1.42it/s, loss=0.158, pair=17.938, adv=3.431, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:37,  1.50it/s, loss=0.158, pair=17.938, adv=3.431, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:37,  1.50it/s, loss=0.216, pair=13.328, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:41,  1.46it/s, loss=0.216, pair=13.328, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 97/333 [01:08<02:41,  1.46it/s, loss=0.189, pair=10.664, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:35,  1.52it/s, loss=0.189, pair=10.664, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:35,  1.52it/s, loss=0.221, pair=13.281, adv=3.348, sprd=0.01
Ep 005/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:44,  1.43it/s, loss=0.221, pair=13.281, adv=3.348, sprd=0.01
Ep 005/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:44,  1.43it/s, loss=0.154, pair=12.570, adv=3.422, sprd=0.01
Ep 005/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:36,  1.49it/s, loss=0.154, pair=12.570, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:36,  1.49it/s, loss=0.183, pair=13.188, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:46,  1.40it/s, loss=0.183, pair=13.188, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:46,  1.40it/s, loss=0.160, pair=18.750, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:38,  1.46it/s, loss=0.160, pair=18.750, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:38,  1.46it/s, loss=0.297, pair=14.523, adv=3.353, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:40,  1.43it/s, loss=0.297, pair=14.523, adv=3.353, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:40,  1.43it/s, loss=0.180, pair=15.828, adv=3.352, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.180, pair=15.828, adv=3.352, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.197, pair=17.703, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:37,  1.45it/s, loss=0.197, pair=17.703, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:37,  1.45it/s, loss=0.145, pair=14.016, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.145, pair=14.016, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:33,  1.48it/s, loss=0.230, pair=16.938, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.41it/s, loss=0.230, pair=16.938, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.41it/s, loss=0.157, pair=13.992, adv=3.345, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:29,  1.50it/s, loss=0.157, pair=13.992, adv=3.345, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:29,  1.50it/s, loss=0.290, pair=14.242, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:37,  1.42it/s, loss=0.290, pair=14.242, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:37,  1.42it/s, loss=0.179, pair=16.344, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:32,  1.46it/s, loss=0.179, pair=16.344, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:32,  1.46it/s, loss=0.365, pair=15.812, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:35,  1.43it/s, loss=0.365, pair=15.812, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:35,  1.43it/s, loss=0.185, pair=18.219, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:27,  1.49it/s, loss=0.185, pair=18.219, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:27,  1.49it/s, loss=0.276, pair=17.609, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.276, pair=17.609, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:33,  1.43it/s, loss=0.154, pair=13.883, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:23,  1.52it/s, loss=0.154, pair=13.883, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:23,  1.52it/s, loss=0.211, pair=13.219, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:31,  1.44it/s, loss=0.211, pair=13.219, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:31,  1.44it/s, loss=0.163, pair=9.422, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:21,  1.53it/s, loss=0.163, pair=9.422, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:21,  1.53it/s, loss=0.248, pair=12.641, adv=3.303, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.248, pair=12.641, adv=3.303, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.155, pair=8.656, adv=3.353, sprd=0.01
Ep 005/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:21,  1.52it/s, loss=0.155, pair=8.656, adv=3.353, sprd=0.01
Ep 005/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:21,  1.52it/s, loss=0.184, pair=18.297, adv=3.352, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:26,  1.46it/s, loss=0.184, pair=18.297, adv=3.352, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:26,  1.46it/s, loss=0.139, pair=11.758, adv=3.337, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:19,  1.53it/s, loss=0.139, pair=11.758, adv=3.337, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:19,  1.53it/s, loss=0.179, pair=17.547, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:26,  1.44it/s, loss=0.179, pair=17.547, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:26,  1.44it/s, loss=0.136, pair=19.078, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:20,  1.50it/s, loss=0.136, pair=19.078, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:20,  1.50it/s, loss=0.290, pair=12.445, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.290, pair=12.445, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.198, pair=16.141, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:21,  1.47it/s, loss=0.198, pair=16.141, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:21,  1.47it/s, loss=0.209, pair=18.953, adv=3.344, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:32,  1.36it/s, loss=0.209, pair=18.953, adv=3.344, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:32,  1.36it/s, loss=0.154, pair=13.508, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:23,  1.44it/s, loss=0.154, pair=13.508, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:23,  1.44it/s, loss=0.199, pair=17.078, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:27,  1.40it/s, loss=0.199, pair=17.078, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:27,  1.40it/s, loss=0.159, pair=19.078, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.159, pair=19.078, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.221, pair=15.922, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.221, pair=15.922, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:21,  1.44it/s, loss=0.138, pair=16.703, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:15,  1.50it/s, loss=0.138, pair=16.703, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:15,  1.50it/s, loss=0.210, pair=14.766, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:22,  1.41it/s, loss=0.210, pair=14.766, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:22,  1.41it/s, loss=0.184, pair=15.898, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.184, pair=15.898, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:16,  1.47it/s, loss=0.212, pair=16.047, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:21,  1.41it/s, loss=0.212, pair=16.047, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:21,  1.41it/s, loss=0.183, pair=14.227, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:14,  1.48it/s, loss=0.183, pair=14.227, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:14,  1.48it/s, loss=0.203, pair=15.070, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.203, pair=15.070, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:19,  1.42it/s, loss=0.152, pair=13.492, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:11,  1.50it/s, loss=0.152, pair=13.492, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:11,  1.50it/s, loss=0.163, pair=14.414, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:18,  1.41it/s, loss=0.163, pair=14.414, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:18,  1.41it/s, loss=0.152, pair=13.828, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:13,  1.46it/s, loss=0.152, pair=13.828, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:13,  1.46it/s, loss=0.183, pair=15.148, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:18,  1.41it/s, loss=0.183, pair=15.148, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:18,  1.41it/s, loss=0.144, pair=17.891, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:11,  1.47it/s, loss=0.144, pair=17.891, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:11,  1.47it/s, loss=0.229, pair=13.328, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:15,  1.42it/s, loss=0.229, pair=13.328, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:15,  1.42it/s, loss=0.143, pair=14.891, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.143, pair=14.891, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:08,  1.49it/s, loss=0.181, pair=15.531, adv=3.335, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:16,  1.40it/s, loss=0.181, pair=15.531, adv=3.335, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:16,  1.40it/s, loss=0.141, pair=17.656, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:08,  1.47it/s, loss=0.141, pair=17.656, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:08,  1.47it/s, loss=0.172, pair=17.422, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:13,  1.41it/s, loss=0.172, pair=17.422, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:13,  1.41it/s, loss=0.137, pair=12.570, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:08,  1.46it/s, loss=0.137, pair=12.570, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 146/333 [01:42<02:08,  1.46it/s, loss=0.175, pair=16.125, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.175, pair=16.125, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.143, pair=14.750, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:05,  1.48it/s, loss=0.143, pair=14.750, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:05,  1.48it/s, loss=0.213, pair=13.422, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.213, pair=13.422, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.155, pair=12.516, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.155, pair=12.516, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.175, pair=17.578, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:12,  1.37it/s, loss=0.175, pair=17.578, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:12,  1.37it/s, loss=0.151, pair=12.852, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.151, pair=12.852, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:03,  1.47it/s, loss=0.192, pair=12.148, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.192, pair=12.148, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.153, pair=14.984, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:01,  1.47it/s, loss=0.153, pair=14.984, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:01,  1.47it/s, loss=0.232, pair=17.094, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:05,  1.41it/s, loss=0.232, pair=17.094, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:05,  1.41it/s, loss=0.163, pair=16.766, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.163, pair=16.766, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 156/333 [01:49<02:00,  1.47it/s, loss=0.350, pair=16.875, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:08,  1.37it/s, loss=0.350, pair=16.875, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:08,  1.37it/s, loss=0.142, pair=16.484, adv=3.363, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<02:00,  1.45it/s, loss=0.142, pair=16.484, adv=3.363, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<02:00,  1.45it/s, loss=0.263, pair=12.477, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:04,  1.40it/s, loss=0.263, pair=12.477, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:04,  1.40it/s, loss=0.150, pair=13.867, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:57,  1.47it/s, loss=0.150, pair=13.867, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:57,  1.47it/s, loss=0.271, pair=17.891, adv=3.315, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.41it/s, loss=0.271, pair=17.891, adv=3.315, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:01,  1.41it/s, loss=0.124, pair=13.547, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:56,  1.47it/s, loss=0.124, pair=13.547, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 162/333 [01:53<01:56,  1.47it/s, loss=0.479, pair=16.547, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.43it/s, loss=0.479, pair=16.547, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.43it/s, loss=0.130, pair=14.102, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.130, pair=14.102, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.209, pair=14.695, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:57,  1.43it/s, loss=0.209, pair=14.695, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 165/333 [01:55<01:57,  1.43it/s, loss=0.161, pair=13.938, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:51,  1.50it/s, loss=0.161, pair=13.938, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:51,  1.50it/s, loss=0.235, pair=17.125, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.44it/s, loss=0.235, pair=17.125, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:55,  1.44it/s, loss=0.122, pair=16.406, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.122, pair=16.406, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:50,  1.49it/s, loss=0.167, pair=18.688, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.167, pair=18.688, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.134, pair=16.688, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.134, pair=16.688, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.280, pair=14.508, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:52,  1.43it/s, loss=0.280, pair=14.508, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:52,  1.43it/s, loss=0.137, pair=11.391, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:49,  1.47it/s, loss=0.137, pair=11.391, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:49,  1.47it/s, loss=0.497, pair=15.203, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:52,  1.42it/s, loss=0.497, pair=15.203, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:52,  1.42it/s, loss=0.122, pair=16.438, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:47,  1.48it/s, loss=0.122, pair=16.438, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:47,  1.48it/s, loss=0.246, pair=17.672, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:51,  1.42it/s, loss=0.246, pair=17.672, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:51,  1.42it/s, loss=0.122, pair=17.078, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:45,  1.48it/s, loss=0.122, pair=17.078, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:45,  1.48it/s, loss=0.379, pair=15.359, adv=3.417, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:49,  1.43it/s, loss=0.379, pair=15.359, adv=3.417, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:49,  1.43it/s, loss=0.151, pair=10.773, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.151, pair=10.773, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 178/333 [02:04<01:42,  1.51it/s, loss=0.154, pair=14.086, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.154, pair=14.086, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.142, pair=16.859, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.48it/s, loss=0.142, pair=16.859, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:43,  1.48it/s, loss=0.167, pair=17.438, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.167, pair=17.438, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:48,  1.40it/s, loss=0.134, pair=16.625, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.134, pair=16.625, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.494, pair=18.156, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:46,  1.40it/s, loss=0.494, pair=18.156, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:46,  1.40it/s, loss=0.155, pair=13.781, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:42,  1.45it/s, loss=0.155, pair=13.781, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:42,  1.45it/s, loss=0.283, pair=17.031, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:44,  1.42it/s, loss=0.283, pair=17.031, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:44,  1.42it/s, loss=0.129, pair=16.375, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:39,  1.48it/s, loss=0.129, pair=16.375, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:39,  1.48it/s, loss=0.245, pair=14.477, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.41it/s, loss=0.245, pair=14.477, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:43,  1.41it/s, loss=0.168, pair=11.688, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:38,  1.47it/s, loss=0.168, pair=11.688, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 188/333 [02:11<01:38,  1.47it/s, loss=0.324, pair=17.109, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:42,  1.40it/s, loss=0.324, pair=17.109, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:42,  1.40it/s, loss=0.135, pair=16.219, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.46it/s, loss=0.135, pair=16.219, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:38,  1.46it/s, loss=0.185, pair=19.078, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:42,  1.39it/s, loss=0.185, pair=19.078, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 191/333 [02:13<01:42,  1.39it/s, loss=0.123, pair=9.352, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.123, pair=9.352, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.160, pair=15.664, adv=3.421, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:42,  1.37it/s, loss=0.160, pair=15.664, adv=3.421, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:42,  1.37it/s, loss=0.139, pair=17.109, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:35,  1.46it/s, loss=0.139, pair=17.109, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:35,  1.46it/s, loss=0.211, pair=14.789, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.211, pair=14.789, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.142, pair=20.719, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:33,  1.47it/s, loss=0.142, pair=20.719, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:33,  1.47it/s, loss=0.257, pair=14.117, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:40,  1.36it/s, loss=0.257, pair=14.117, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:40,  1.36it/s, loss=0.164, pair=12.398, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:33,  1.44it/s, loss=0.164, pair=12.398, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 198/333 [02:18<01:33,  1.44it/s, loss=0.192, pair=17.875, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:36,  1.39it/s, loss=0.192, pair=17.875, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:36,  1.39it/s, loss=0.160, pair=20.438, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.47it/s, loss=0.160, pair=20.438, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:30,  1.47it/s, loss=0.289, pair=17.781, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:33,  1.41it/s, loss=0.289, pair=17.781, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 201/333 [02:20<01:33,  1.41it/s, loss=0.278, pair=19.969, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:29,  1.47it/s, loss=0.278, pair=19.969, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:29,  1.47it/s, loss=0.304, pair=13.219, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:33,  1.39it/s, loss=0.304, pair=13.219, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:33,  1.39it/s, loss=0.141, pair=18.703, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:28,  1.46it/s, loss=0.141, pair=18.703, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:28,  1.46it/s, loss=0.481, pair=17.219, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:29,  1.44it/s, loss=0.481, pair=17.219, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:29,  1.44it/s, loss=0.138, pair=16.578, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:25,  1.49it/s, loss=0.138, pair=16.578, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:25,  1.49it/s, loss=0.193, pair=16.266, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:27,  1.44it/s, loss=0.193, pair=16.266, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:27,  1.44it/s, loss=0.137, pair=17.172, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:23,  1.50it/s, loss=0.137, pair=17.172, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 208/333 [02:25<01:23,  1.50it/s, loss=0.218, pair=18.812, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:27,  1.42it/s, loss=0.218, pair=18.812, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:27,  1.42it/s, loss=0.124, pair=11.703, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:21,  1.51it/s, loss=0.124, pair=11.703, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:21,  1.51it/s, loss=0.197, pair=19.828, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:23,  1.46it/s, loss=0.197, pair=19.828, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:23,  1.46it/s, loss=0.137, pair=12.500, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.50it/s, loss=0.137, pair=12.500, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:20,  1.50it/s, loss=0.243, pair=18.328, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:26,  1.39it/s, loss=0.243, pair=18.328, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:26,  1.39it/s, loss=0.126, pair=15.570, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:22,  1.44it/s, loss=0.126, pair=15.570, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 214/333 [02:29<01:22,  1.44it/s, loss=0.200, pair=16.094, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.200, pair=16.094, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.143, pair=19.625, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.48it/s, loss=0.143, pair=19.625, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:19,  1.48it/s, loss=0.149, pair=15.500, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:20,  1.45it/s, loss=0.149, pair=15.500, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 217/333 [02:31<01:20,  1.45it/s, loss=0.112, pair=14.430, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:16,  1.51it/s, loss=0.112, pair=14.430, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:16,  1.51it/s, loss=0.171, pair=14.305, adv=3.340, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:19,  1.44it/s, loss=0.171, pair=14.305, adv=3.340, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:19,  1.44it/s, loss=0.142, pair=16.969, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.142, pair=16.969, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:15,  1.50it/s, loss=0.205, pair=14.117, adv=3.332, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:19,  1.42it/s, loss=0.205, pair=14.117, adv=3.332, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:19,  1.42it/s, loss=0.138, pair=18.734, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:15,  1.47it/s, loss=0.138, pair=18.734, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:15,  1.47it/s, loss=0.210, pair=17.016, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.210, pair=17.016, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:16,  1.44it/s, loss=0.147, pair=17.703, adv=3.342, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.147, pair=17.703, adv=3.342, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.268, pair=14.305, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.268, pair=14.305, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.43it/s, loss=0.158, pair=12.445, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.49it/s, loss=0.158, pair=12.445, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:12,  1.49it/s, loss=0.278, pair=17.578, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:17,  1.37it/s, loss=0.278, pair=17.578, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 227/333 [02:38<01:17,  1.37it/s, loss=0.123, pair=16.234, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.123, pair=16.234, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.251, pair=20.062, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:14,  1.39it/s, loss=0.251, pair=20.062, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:14,  1.39it/s, loss=0.142, pair=14.406, adv=3.351, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.48it/s, loss=0.142, pair=14.406, adv=3.351, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 230/333 [02:40<01:09,  1.48it/s, loss=0.184, pair=16.453, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:12,  1.40it/s, loss=0.184, pair=16.453, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:12,  1.40it/s, loss=0.123, pair=17.438, adv=3.351, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:09,  1.45it/s, loss=0.123, pair=17.438, adv=3.351, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:09,  1.45it/s, loss=0.244, pair=11.672, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:14,  1.35it/s, loss=0.244, pair=11.672, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 233/333 [02:42<01:14,  1.35it/s, loss=0.129, pair=13.406, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:09,  1.43it/s, loss=0.129, pair=13.406, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 234/333 [02:43<01:09,  1.43it/s, loss=0.147, pair=18.547, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:11,  1.36it/s, loss=0.147, pair=18.547, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:11,  1.36it/s, loss=0.113, pair=20.656, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.45it/s, loss=0.113, pair=20.656, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:06,  1.45it/s, loss=0.174, pair=19.594, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:11,  1.35it/s, loss=0.174, pair=19.594, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 237/333 [02:45<01:11,  1.35it/s, loss=0.116, pair=18.125, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:06,  1.43it/s, loss=0.116, pair=18.125, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:06,  1.43it/s, loss=0.162, pair=17.328, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.40it/s, loss=0.162, pair=17.328, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:06,  1.40it/s, loss=0.120, pair=15.211, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.120, pair=15.211, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 240/333 [02:47<01:02,  1.48it/s, loss=0.175, pair=20.312, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.42it/s, loss=0.175, pair=20.312, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.42it/s, loss=0.134, pair=13.305, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.50it/s, loss=0.134, pair=13.305, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:00,  1.50it/s, loss=0.191, pair=17.938, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:06,  1.35it/s, loss=0.191, pair=17.938, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 243/333 [02:49<01:06,  1.35it/s, loss=0.116, pair=18.047, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:02,  1.44it/s, loss=0.116, pair=18.047, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 244/333 [02:50<01:02,  1.44it/s, loss=0.193, pair=15.758, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:03,  1.38it/s, loss=0.193, pair=15.758, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:03,  1.38it/s, loss=0.119, pair=18.266, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:59,  1.46it/s, loss=0.119, pair=18.266, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<00:59,  1.46it/s, loss=0.173, pair=17.656, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:01,  1.41it/s, loss=0.173, pair=17.656, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 247/333 [02:52<01:01,  1.41it/s, loss=0.110, pair=13.680, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:57,  1.49it/s, loss=0.110, pair=13.680, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:57,  1.49it/s, loss=0.215, pair=21.875, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.43it/s, loss=0.215, pair=21.875, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<00:58,  1.43it/s, loss=0.148, pair=19.953, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.148, pair=19.953, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 250/333 [02:54<00:55,  1.49it/s, loss=0.139, pair=20.562, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.39it/s, loss=0.139, pair=20.562, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.39it/s, loss=0.197, pair=20.531, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.197, pair=20.531, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:55,  1.47it/s, loss=0.217, pair=14.727, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:57,  1.40it/s, loss=0.217, pair=14.727, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 253/333 [02:56<00:57,  1.40it/s, loss=0.112, pair=17.312, adv=3.348, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.46it/s, loss=0.112, pair=17.312, adv=3.348, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 254/333 [02:57<00:53,  1.46it/s, loss=0.178, pair=19.938, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:57,  1.36it/s, loss=0.178, pair=19.938, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:57,  1.36it/s, loss=0.137, pair=20.594, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:53,  1.44it/s, loss=0.137, pair=20.594, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 256/333 [02:58<00:53,  1.44it/s, loss=0.159, pair=19.656, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:53,  1.41it/s, loss=0.159, pair=19.656, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 257/333 [02:59<00:53,  1.41it/s, loss=0.128, pair=20.984, adv=3.313, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.48it/s, loss=0.128, pair=20.984, adv=3.313, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.48it/s, loss=0.148, pair=13.938, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:52,  1.41it/s, loss=0.148, pair=13.938, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 259/333 [03:00<00:52,  1.41it/s, loss=0.149, pair=16.328, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.48it/s, loss=0.149, pair=16.328, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 260/333 [03:01<00:49,  1.48it/s, loss=0.140, pair=19.266, adv=3.329, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:51,  1.39it/s, loss=0.140, pair=19.266, adv=3.329, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:51,  1.39it/s, loss=0.116, pair=19.547, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:48,  1.47it/s, loss=0.116, pair=19.547, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:48,  1.47it/s, loss=0.337, pair=19.047, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.337, pair=19.047, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 263/333 [03:03<00:49,  1.41it/s, loss=0.182, pair=15.180, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.48it/s, loss=0.182, pair=15.180, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 264/333 [03:04<00:46,  1.48it/s, loss=0.281, pair=16.203, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:48,  1.41it/s, loss=0.281, pair=16.203, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:48,  1.41it/s, loss=0.130, pair=12.969, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.130, pair=12.969, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 266/333 [03:05<00:44,  1.50it/s, loss=0.196, pair=17.672, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.43it/s, loss=0.196, pair=17.672, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.43it/s, loss=0.135, pair=15.086, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.50it/s, loss=0.135, pair=15.086, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:43,  1.50it/s, loss=0.257, pair=17.141, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.257, pair=17.141, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 269/333 [03:07<00:44,  1.43it/s, loss=0.110, pair=17.625, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.47it/s, loss=0.110, pair=17.625, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 270/333 [03:08<00:42,  1.47it/s, loss=0.137, pair=19.125, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:44,  1.39it/s, loss=0.137, pair=19.125, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:44,  1.39it/s, loss=0.116, pair=18.547, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:42,  1.45it/s, loss=0.116, pair=18.547, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 272/333 [03:09<00:42,  1.45it/s, loss=0.155, pair=20.891, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.42it/s, loss=0.155, pair=20.891, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 273/333 [03:10<00:42,  1.42it/s, loss=0.311, pair=12.766, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:39,  1.50it/s, loss=0.311, pair=12.766, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 274/333 [03:11<00:39,  1.50it/s, loss=0.258, pair=20.203, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:42,  1.38it/s, loss=0.258, pair=20.203, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:42,  1.38it/s, loss=0.128, pair=21.531, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:39,  1.44it/s, loss=0.128, pair=21.531, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 276/333 [03:12<00:39,  1.44it/s, loss=0.159, pair=19.469, adv=3.435, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:40,  1.40it/s, loss=0.159, pair=19.469, adv=3.435, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:40,  1.40it/s, loss=0.110, pair=20.797, adv=3.313, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.46it/s, loss=0.110, pair=20.797, adv=3.313, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.46it/s, loss=0.240, pair=18.141, adv=3.332, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:39,  1.36it/s, loss=0.240, pair=18.141, adv=3.332, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 279/333 [03:14<00:39,  1.36it/s, loss=0.111, pair=22.000, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.44it/s, loss=0.111, pair=22.000, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 280/333 [03:15<00:36,  1.44it/s, loss=0.136, pair=16.656, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:37,  1.39it/s, loss=0.136, pair=16.656, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:37,  1.39it/s, loss=0.127, pair=18.531, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.46it/s, loss=0.127, pair=18.531, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 282/333 [03:16<00:34,  1.46it/s, loss=0.151, pair=15.828, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.151, pair=15.828, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 283/333 [03:17<00:35,  1.42it/s, loss=0.141, pair=18.844, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.51it/s, loss=0.141, pair=18.844, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.51it/s, loss=0.269, pair=19.109, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.269, pair=19.109, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 285/333 [03:18<00:33,  1.42it/s, loss=0.104, pair=16.969, adv=3.322, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.48it/s, loss=0.104, pair=16.969, adv=3.322, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 286/333 [03:19<00:31,  1.48it/s, loss=0.465, pair=21.203, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:32,  1.42it/s, loss=0.465, pair=21.203, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:32,  1.42it/s, loss=0.113, pair=16.453, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.46it/s, loss=0.113, pair=16.453, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:30,  1.46it/s, loss=0.152, pair=16.328, adv=3.345, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.42it/s, loss=0.152, pair=16.328, adv=3.345, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 289/333 [03:21<00:30,  1.42it/s, loss=0.117, pair=26.125, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.47it/s, loss=0.117, pair=26.125, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 290/333 [03:22<00:29,  1.47it/s, loss=0.317, pair=25.578, adv=3.333, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:30,  1.38it/s, loss=0.317, pair=25.578, adv=3.333, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:30,  1.38it/s, loss=0.128, pair=14.992, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:28,  1.46it/s, loss=0.128, pair=14.992, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 292/333 [03:23<00:28,  1.46it/s, loss=0.269, pair=11.969, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.42it/s, loss=0.269, pair=11.969, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 293/333 [03:24<00:28,  1.42it/s, loss=0.104, pair=17.875, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.46it/s, loss=0.104, pair=17.875, adv=3.349, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.46it/s, loss=0.197, pair=15.844, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.197, pair=15.844, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 295/333 [03:25<00:26,  1.42it/s, loss=0.119, pair=17.609, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.48it/s, loss=0.119, pair=17.609, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 296/333 [03:26<00:24,  1.48it/s, loss=0.184, pair=18.469, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:26,  1.36it/s, loss=0.184, pair=18.469, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:26,  1.36it/s, loss=0.105, pair=18.125, adv=3.312, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:24,  1.43it/s, loss=0.105, pair=18.125, adv=3.312, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 298/333 [03:27<00:24,  1.43it/s, loss=0.130, pair=17.812, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:24,  1.37it/s, loss=0.130, pair=17.812, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 299/333 [03:28<00:24,  1.37it/s, loss=0.125, pair=19.094, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.44it/s, loss=0.125, pair=19.094, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 300/333 [03:29<00:22,  1.44it/s, loss=0.204, pair=19.016, adv=3.352, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.41it/s, loss=0.204, pair=19.016, adv=3.352, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.41it/s, loss=0.105, pair=21.109, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:21,  1.46it/s, loss=0.105, pair=21.109, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 302/333 [03:30<00:21,  1.46it/s, loss=0.201, pair=16.531, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.43it/s, loss=0.201, pair=16.531, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 303/333 [03:31<00:21,  1.43it/s, loss=0.116, pair=18.359, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 304/333 [03:31<00:19,  1.51it/s, loss=0.116, pair=18.359, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 304/333 [03:31<00:19,  1.51it/s, loss=0.182, pair=17.016, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.45it/s, loss=0.182, pair=17.016, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 305/333 [03:32<00:19,  1.45it/s, loss=0.111, pair=18.875, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.49it/s, loss=0.111, pair=18.875, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 306/333 [03:33<00:18,  1.49it/s, loss=0.139, pair=19.781, adv=3.337, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.38it/s, loss=0.139, pair=19.781, adv=3.337, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.38it/s, loss=0.120, pair=16.547, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:17,  1.46it/s, loss=0.120, pair=16.547, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 308/333 [03:34<00:17,  1.46it/s, loss=0.161, pair=18.047, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:17,  1.41it/s, loss=0.161, pair=18.047, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 309/333 [03:35<00:17,  1.41it/s, loss=0.112, pair=20.766, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:15,  1.48it/s, loss=0.112, pair=20.766, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 310/333 [03:36<00:15,  1.48it/s, loss=0.162, pair=20.734, adv=3.340, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:15,  1.40it/s, loss=0.162, pair=20.734, adv=3.340, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:15,  1.40it/s, loss=0.126, pair=18.828, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.126, pair=18.828, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 312/333 [03:37<00:14,  1.48it/s, loss=0.225, pair=24.016, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:14,  1.41it/s, loss=0.225, pair=24.016, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 313/333 [03:38<00:14,  1.41it/s, loss=0.161, pair=20.891, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.50it/s, loss=0.161, pair=20.891, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.50it/s, loss=0.157, pair=15.734, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.45it/s, loss=0.157, pair=15.734, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 315/333 [03:39<00:12,  1.45it/s, loss=0.102, pair=18.422, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.50it/s, loss=0.102, pair=18.422, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 316/333 [03:40<00:11,  1.50it/s, loss=0.174, pair=22.609, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.43it/s, loss=0.174, pair=22.609, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.43it/s, loss=0.110, pair=16.594, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.49it/s, loss=0.110, pair=16.594, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 318/333 [03:41<00:10,  1.49it/s, loss=0.153, pair=20.641, adv=3.348, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.43it/s, loss=0.153, pair=20.641, adv=3.348, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 319/333 [03:42<00:09,  1.43it/s, loss=0.104, pair=21.031, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.49it/s, loss=0.104, pair=21.031, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.49it/s, loss=0.182, pair=19.969, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.182, pair=19.969, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 321/333 [03:43<00:08,  1.44it/s, loss=0.137, pair=12.406, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.49it/s, loss=0.137, pair=12.406, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 322/333 [03:44<00:07,  1.49it/s, loss=0.179, pair=22.578, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:06,  1.45it/s, loss=0.179, pair=22.578, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:06,  1.45it/s, loss=0.098, pair=18.812, adv=3.346, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.50it/s, loss=0.098, pair=18.812, adv=3.346, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 324/333 [03:45<00:05,  1.50it/s, loss=0.234, pair=15.117, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.234, pair=15.117, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 325/333 [03:46<00:05,  1.44it/s, loss=0.106, pair=23.453, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.50it/s, loss=0.106, pair=23.453, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.50it/s, loss=0.153, pair=18.828, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.43it/s, loss=0.153, pair=18.828, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 327/333 [03:47<00:04,  1.43it/s, loss=0.101, pair=19.000, adv=3.353, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.50it/s, loss=0.101, pair=19.000, adv=3.353, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 328/333 [03:48<00:03,  1.50it/s, loss=0.129, pair=19.031, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.44it/s, loss=0.129, pair=19.031, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.44it/s, loss=0.099, pair=24.281, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.50it/s, loss=0.099, pair=24.281, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.50it/s, loss=0.170, pair=19.844, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.37it/s, loss=0.170, pair=19.844, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 331/333 [03:50<00:01,  1.37it/s, loss=0.088, pair=21.812, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.47it/s, loss=0.088, pair=21.812, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|▉| 332/333 [03:51<00:00,  1.47it/s, loss=0.175, pair=21.234, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|█| 333/333 [03:51<00:00,  1.41it/s, loss=0.175, pair=21.234, adv=3.395, sprd=0.0
                                                                                                              
Epoch 005/60 [S1:deg_only]  loss=0.1969  mat=0.2982  sens=16.7411  pair=15.7330  adv=3.3719(rand=3.37)  deg=0.0444  orth=0.0313  spread=0.0124  q_mean=50.5  q_std=12.8  α=0.10 β=0.00 γ=1.00 λ_grl=0.322  lr=9.90e-05  231s

Ep 006/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 006/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.216, pair=17.328, adv=3.377, sprd=0.008]
Ep 006/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:37,  1.20s/it, loss=0.216, pair=17.328, adv=3.377, sprd=0.008
Ep 006/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:37,  1.20s/it, loss=0.110, pair=15.703, adv=3.381, sprd=0.006
Ep 006/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:40,  1.18it/s, loss=0.110, pair=15.703, adv=3.381, sprd=0.006
Ep 006/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:40,  1.18it/s, loss=0.141, pair=19.547, adv=3.335, sprd=0.008
Ep 006/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:28,  1.23it/s, loss=0.141, pair=19.547, adv=3.335, sprd=0.008
Ep 006/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:28,  1.23it/s, loss=0.117, pair=21.891, adv=3.346, sprd=0.006
Ep 006/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:00,  1.37it/s, loss=0.117, pair=21.891, adv=3.346, sprd=0.006
Ep 006/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:00,  1.37it/s, loss=0.197, pair=18.203, adv=3.375, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:04,  1.34it/s, loss=0.197, pair=18.203, adv=3.375, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:04,  1.34it/s, loss=0.091, pair=22.469, adv=3.364, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:49,  1.43it/s, loss=0.091, pair=22.469, adv=3.364, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:49,  1.43it/s, loss=0.192, pair=16.672, adv=3.366, sprd=0.010
Ep 006/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:00,  1.35it/s, loss=0.192, pair=16.672, adv=3.366, sprd=0.010
Ep 006/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:00,  1.35it/s, loss=0.105, pair=21.781, adv=3.367, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:41,  1.47it/s, loss=0.105, pair=21.781, adv=3.367, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:41,  1.47it/s, loss=0.173, pair=24.391, adv=3.342, sprd=0.006
Ep 006/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:52,  1.39it/s, loss=0.173, pair=24.391, adv=3.342, sprd=0.006
Ep 006/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:52,  1.39it/s, loss=0.108, pair=20.172, adv=3.338, sprd=0.009
Ep 006/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:41,  1.46it/s, loss=0.108, pair=20.172, adv=3.338, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:41,  1.46it/s, loss=0.266, pair=19.594, adv=3.364, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:44,  1.43it/s, loss=0.266, pair=19.594, adv=3.364, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:44,  1.43it/s, loss=0.093, pair=16.844, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:32,  1.51it/s, loss=0.093, pair=16.844, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:32,  1.51it/s, loss=0.194, pair=22.875, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:49,  1.39it/s, loss=0.194, pair=22.875, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:49,  1.39it/s, loss=0.103, pair=17.031, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:33,  1.49it/s, loss=0.103, pair=17.031, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:33,  1.49it/s, loss=0.394, pair=18.141, adv=3.363, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.394, pair=18.141, adv=3.363, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.194, pair=27.703, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:33,  1.49it/s, loss=0.194, pair=27.703, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:33,  1.49it/s, loss=0.279, pair=18.562, adv=3.347, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.43it/s, loss=0.279, pair=18.562, adv=3.347, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.43it/s, loss=0.092, pair=14.859, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:31,  1.49it/s, loss=0.092, pair=14.859, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:31,  1.49it/s, loss=0.242, pair=16.797, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:37,  1.44it/s, loss=0.242, pair=16.797, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:37,  1.44it/s, loss=0.142, pair=21.438, adv=3.314, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:27,  1.51it/s, loss=0.142, pair=21.438, adv=3.314, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:27,  1.51it/s, loss=0.147, pair=17.469, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:36,  1.44it/s, loss=0.147, pair=17.469, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:36,  1.44it/s, loss=0.116, pair=20.016, adv=3.326, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:26,  1.50it/s, loss=0.116, pair=20.016, adv=3.326, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:26,  1.50it/s, loss=0.262, pair=22.000, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.262, pair=22.000, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.116, pair=22.266, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:27,  1.49it/s, loss=0.116, pair=22.266, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:27,  1.49it/s, loss=0.259, pair=20.328, adv=3.335, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:33,  1.44it/s, loss=0.259, pair=20.328, adv=3.335, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:33,  1.44it/s, loss=0.095, pair=21.188, adv=3.355, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:25,  1.49it/s, loss=0.095, pair=21.188, adv=3.355, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:25,  1.49it/s, loss=0.134, pair=18.578, adv=3.378, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:32,  1.44it/s, loss=0.134, pair=18.578, adv=3.378, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.105, pair=16.875, adv=3.384, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:24,  1.49it/s, loss=0.105, pair=16.875, adv=3.384, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.155, pair=18.297, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:31,  1.43it/s, loss=0.155, pair=18.297, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:31,  1.43it/s, loss=0.096, pair=22.469, adv=3.305, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:24,  1.48it/s, loss=0.096, pair=22.469, adv=3.305, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.269, pair=14.484, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:31,  1.42it/s, loss=0.269, pair=14.484, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:31,  1.42it/s, loss=0.127, pair=19.203, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:21,  1.49it/s, loss=0.127, pair=19.203, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:21,  1.49it/s, loss=0.196, pair=17.453, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:34,  1.40it/s, loss=0.196, pair=17.453, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:34,  1.40it/s, loss=0.116, pair=19.234, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:23,  1.47it/s, loss=0.116, pair=19.234, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:23,  1.47it/s, loss=0.181, pair=19.609, adv=3.361, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:35,  1.39it/s, loss=0.181, pair=19.609, adv=3.361, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:35,  1.39it/s, loss=0.108, pair=17.188, adv=3.330, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.108, pair=17.188, adv=3.330, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.211, pair=22.500, adv=3.329, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:29,  1.41it/s, loss=0.211, pair=22.500, adv=3.329, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:29,  1.41it/s, loss=0.101, pair=20.594, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:22,  1.46it/s, loss=0.101, pair=20.594, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:22,  1.46it/s, loss=0.153, pair=15.070, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.153, pair=15.070, adv=3.353, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.091, pair=17.438, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:19,  1.47it/s, loss=0.091, pair=17.438, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:19,  1.47it/s, loss=0.200, pair=21.578, adv=3.344, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:26,  1.41it/s, loss=0.200, pair=21.578, adv=3.344, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:26,  1.41it/s, loss=0.095, pair=19.594, adv=3.390, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:17,  1.47it/s, loss=0.095, pair=19.594, adv=3.390, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:17,  1.47it/s, loss=0.182, pair=20.719, adv=3.386, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:25,  1.41it/s, loss=0.182, pair=20.719, adv=3.386, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:25,  1.41it/s, loss=0.113, pair=17.375, adv=3.362, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:14,  1.49it/s, loss=0.113, pair=17.375, adv=3.362, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:14,  1.49it/s, loss=0.176, pair=23.156, adv=3.344, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:23,  1.42it/s, loss=0.176, pair=23.156, adv=3.344, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:23,  1.42it/s, loss=0.103, pair=17.984, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:15,  1.47it/s, loss=0.103, pair=17.984, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:15,  1.47it/s, loss=0.146, pair=20.500, adv=3.338, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:21,  1.42it/s, loss=0.146, pair=20.500, adv=3.338, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:21,  1.42it/s, loss=0.113, pair=16.156, adv=3.382, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:10,  1.50it/s, loss=0.113, pair=16.156, adv=3.382, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:10,  1.50it/s, loss=0.155, pair=14.477, adv=3.383, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.44it/s, loss=0.155, pair=14.477, adv=3.383, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.44it/s, loss=0.103, pair=15.930, adv=3.379, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:07,  1.51it/s, loss=0.103, pair=15.930, adv=3.379, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:07,  1.51it/s, loss=0.136, pair=17.109, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:16,  1.43it/s, loss=0.136, pair=17.109, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:16,  1.43it/s, loss=0.116, pair=14.883, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.116, pair=14.883, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.126, pair=18.453, adv=3.355, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:15,  1.43it/s, loss=0.126, pair=18.453, adv=3.355, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:15,  1.43it/s, loss=0.093, pair=20.797, adv=3.355, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:04,  1.51it/s, loss=0.093, pair=20.797, adv=3.355, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:04,  1.51it/s, loss=0.140, pair=12.422, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:11,  1.45it/s, loss=0.140, pair=12.422, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:11,  1.45it/s, loss=0.119, pair=21.578, adv=3.360, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:01,  1.52it/s, loss=0.119, pair=21.578, adv=3.360, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:01,  1.52it/s, loss=0.242, pair=21.047, adv=3.336, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:14,  1.42it/s, loss=0.242, pair=21.047, adv=3.336, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:14,  1.42it/s, loss=0.096, pair=17.844, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:04,  1.49it/s, loss=0.096, pair=17.844, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:04,  1.49it/s, loss=0.168, pair=25.250, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:11,  1.43it/s, loss=0.168, pair=25.250, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:11,  1.43it/s, loss=0.103, pair=22.297, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:03,  1.49it/s, loss=0.103, pair=22.297, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:03,  1.49it/s, loss=0.143, pair=14.930, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.143, pair=14.930, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:10,  1.43it/s, loss=0.109, pair=19.562, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:03,  1.48it/s, loss=0.109, pair=19.562, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:03,  1.48it/s, loss=0.259, pair=19.750, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:09,  1.43it/s, loss=0.259, pair=19.750, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:09,  1.43it/s, loss=0.122, pair=20.328, adv=3.362, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<02:57,  1.52it/s, loss=0.122, pair=20.328, adv=3.362, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<02:57,  1.52it/s, loss=0.768, pair=17.266, adv=3.338, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:04,  1.45it/s, loss=0.768, pair=17.266, adv=3.338, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:04,  1.45it/s, loss=0.115, pair=19.578, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<02:54,  1.53it/s, loss=0.115, pair=19.578, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:54,  1.53it/s, loss=0.146, pair=23.078, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.146, pair=23.078, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:04,  1.44it/s, loss=0.117, pair=15.891, adv=3.339, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.117, pair=15.891, adv=3.339, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.148, pair=19.375, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:05,  1.42it/s, loss=0.148, pair=19.375, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.129, pair=17.875, adv=3.373, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:55,  1.50it/s, loss=0.129, pair=17.875, adv=3.373, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:55,  1.50it/s, loss=0.164, pair=18.625, adv=3.349, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:06,  1.40it/s, loss=0.164, pair=18.625, adv=3.349, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:06,  1.40it/s, loss=0.116, pair=21.859, adv=3.345, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:57,  1.47it/s, loss=0.116, pair=21.859, adv=3.345, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:57,  1.47it/s, loss=0.146, pair=21.328, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:03,  1.42it/s, loss=0.146, pair=21.328, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:03,  1.42it/s, loss=0.116, pair=24.859, adv=3.363, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.116, pair=24.859, adv=3.363, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:55,  1.47it/s, loss=0.260, pair=27.656, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.42it/s, loss=0.260, pair=27.656, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.42it/s, loss=0.254, pair=23.969, adv=3.388, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.254, pair=23.969, adv=3.388, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.250, pair=17.516, adv=3.336, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:59,  1.43it/s, loss=0.250, pair=17.516, adv=3.336, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<02:59,  1.43it/s, loss=0.101, pair=24.656, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.101, pair=24.656, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.209, pair=20.984, adv=3.395, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:59,  1.41it/s, loss=0.209, pair=20.984, adv=3.395, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.323, pair=18.484, adv=3.313, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:51,  1.48it/s, loss=0.323, pair=18.484, adv=3.313, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:51,  1.48it/s, loss=0.242, pair=22.672, adv=3.385, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.242, pair=22.672, adv=3.385, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.089, pair=19.094, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:49,  1.49it/s, loss=0.089, pair=19.094, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:49,  1.49it/s, loss=0.138, pair=19.719, adv=3.406, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:54,  1.43it/s, loss=0.138, pair=19.719, adv=3.406, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:54,  1.43it/s, loss=0.093, pair=19.531, adv=3.356, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:47,  1.48it/s, loss=0.093, pair=19.531, adv=3.356, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:47,  1.48it/s, loss=0.195, pair=20.766, adv=3.361, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:53,  1.43it/s, loss=0.195, pair=20.766, adv=3.361, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.094, pair=15.320, adv=3.351, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:45,  1.49it/s, loss=0.094, pair=15.320, adv=3.351, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:45,  1.49it/s, loss=0.135, pair=19.047, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:53,  1.42it/s, loss=0.135, pair=19.047, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:53,  1.42it/s, loss=0.092, pair=18.719, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:42,  1.51it/s, loss=0.092, pair=18.719, adv=3.348, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:42,  1.51it/s, loss=0.123, pair=14.688, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:55,  1.39it/s, loss=0.123, pair=14.688, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:55,  1.39it/s, loss=0.093, pair=18.844, adv=3.389, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:44,  1.48it/s, loss=0.093, pair=18.844, adv=3.389, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:44,  1.48it/s, loss=0.135, pair=20.031, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.135, pair=20.031, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.133, pair=23.547, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:43,  1.47it/s, loss=0.133, pair=23.547, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:43,  1.47it/s, loss=0.208, pair=19.656, adv=3.341, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:49,  1.42it/s, loss=0.208, pair=19.656, adv=3.341, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:49,  1.42it/s, loss=0.103, pair=17.859, adv=3.360, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.103, pair=17.859, adv=3.360, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.147, pair=23.047, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:50,  1.40it/s, loss=0.147, pair=23.047, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:50,  1.40it/s, loss=0.093, pair=23.281, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:41,  1.47it/s, loss=0.093, pair=23.281, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:41,  1.47it/s, loss=0.275, pair=21.547, adv=3.388, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:49,  1.39it/s, loss=0.275, pair=21.547, adv=3.388, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:49,  1.39it/s, loss=0.090, pair=19.516, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:42,  1.45it/s, loss=0.090, pair=19.516, adv=3.358, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:42,  1.45it/s, loss=0.124, pair=19.172, adv=3.370, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:46,  1.41it/s, loss=0.124, pair=19.172, adv=3.370, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:46,  1.41it/s, loss=0.129, pair=15.977, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:39,  1.46it/s, loss=0.129, pair=15.977, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:39,  1.46it/s, loss=0.198, pair=22.844, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.198, pair=22.844, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.112, pair=16.062, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:37,  1.47it/s, loss=0.112, pair=16.062, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:37,  1.47it/s, loss=0.148, pair=22.016, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.41it/s, loss=0.148, pair=22.016, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:42,  1.41it/s, loss=0.106, pair=19.297, adv=3.333, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.106, pair=19.297, adv=3.333, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.160, pair=26.406, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:41,  1.41it/s, loss=0.160, pair=26.406, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:41,  1.41it/s, loss=0.109, pair=19.000, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.109, pair=19.000, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.185, pair=19.094, adv=3.352, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.43it/s, loss=0.185, pair=19.094, adv=3.352, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.43it/s, loss=0.107, pair=15.805, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:31,  1.48it/s, loss=0.107, pair=15.805, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:31,  1.48it/s, loss=0.135, pair=18.453, adv=3.309, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:39,  1.41it/s, loss=0.135, pair=18.453, adv=3.309, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:39,  1.41it/s, loss=0.157, pair=20.406, adv=3.347, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:32,  1.46it/s, loss=0.157, pair=20.406, adv=3.347, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:32,  1.46it/s, loss=0.152, pair=19.312, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:37,  1.41it/s, loss=0.152, pair=19.312, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.093, pair=20.578, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:30,  1.47it/s, loss=0.093, pair=20.578, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:30,  1.47it/s, loss=0.155, pair=19.984, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.155, pair=19.984, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.122, pair=13.422, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:25,  1.51it/s, loss=0.122, pair=13.422, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:25,  1.51it/s, loss=0.165, pair=20.469, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.165, pair=20.469, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.089, pair=20.734, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.089, pair=20.734, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:26,  1.48it/s, loss=0.353, pair=15.664, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.353, pair=15.664, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.085, pair=20.641, adv=3.357, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:23,  1.49it/s, loss=0.085, pair=20.641, adv=3.357, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:23,  1.49it/s, loss=0.169, pair=17.188, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:30,  1.42it/s, loss=0.169, pair=17.188, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:30,  1.42it/s, loss=0.101, pair=23.219, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.48it/s, loss=0.101, pair=23.219, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.48it/s, loss=0.105, pair=17.594, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:30,  1.41it/s, loss=0.105, pair=17.594, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:30,  1.41it/s, loss=0.118, pair=15.555, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.118, pair=15.555, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:23,  1.47it/s, loss=0.129, pair=19.359, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:32,  1.38it/s, loss=0.129, pair=19.359, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:32,  1.38it/s, loss=0.092, pair=19.047, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:23,  1.46it/s, loss=0.092, pair=19.047, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:23,  1.46it/s, loss=0.160, pair=20.844, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:28,  1.40it/s, loss=0.160, pair=20.844, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:28,  1.40it/s, loss=0.091, pair=13.859, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.091, pair=13.859, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.172, pair=19.406, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:24,  1.42it/s, loss=0.172, pair=19.406, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:24,  1.42it/s, loss=0.082, pair=24.594, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.082, pair=24.594, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.134, pair=25.531, adv=3.335, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:28,  1.37it/s, loss=0.134, pair=25.531, adv=3.335, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:28,  1.37it/s, loss=0.085, pair=20.250, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:19,  1.45it/s, loss=0.085, pair=20.250, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:19,  1.45it/s, loss=0.154, pair=26.359, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:24,  1.40it/s, loss=0.154, pair=26.359, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:24,  1.40it/s, loss=0.077, pair=22.828, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:17,  1.46it/s, loss=0.077, pair=22.828, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:17,  1.46it/s, loss=0.198, pair=23.969, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:25,  1.37it/s, loss=0.198, pair=23.969, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:25,  1.37it/s, loss=0.085, pair=20.266, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:16,  1.45it/s, loss=0.085, pair=20.266, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:16,  1.45it/s, loss=0.154, pair=26.375, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.154, pair=26.375, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:19,  1.42it/s, loss=0.097, pair=14.469, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.47it/s, loss=0.097, pair=14.469, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:13,  1.47it/s, loss=0.315, pair=19.641, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:23,  1.37it/s, loss=0.315, pair=19.641, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:23,  1.37it/s, loss=0.093, pair=22.703, adv=3.351, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:15,  1.44it/s, loss=0.093, pair=22.703, adv=3.351, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:15,  1.44it/s, loss=0.205, pair=15.469, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:20,  1.38it/s, loss=0.205, pair=15.469, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:20,  1.38it/s, loss=0.425, pair=25.781, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:14,  1.44it/s, loss=0.425, pair=25.781, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:14,  1.44it/s, loss=0.155, pair=18.719, adv=3.377, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.42it/s, loss=0.155, pair=18.719, adv=3.377, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.42it/s, loss=0.084, pair=25.953, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.48it/s, loss=0.084, pair=25.953, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:08,  1.48it/s, loss=0.139, pair=17.656, adv=3.362, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:12,  1.44it/s, loss=0.139, pair=17.656, adv=3.362, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:12,  1.44it/s, loss=0.089, pair=19.969, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:05,  1.50it/s, loss=0.089, pair=19.969, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:05,  1.50it/s, loss=0.234, pair=21.203, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:08,  1.46it/s, loss=0.234, pair=21.203, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:08,  1.46it/s, loss=0.086, pair=16.891, adv=3.339, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:03,  1.52it/s, loss=0.086, pair=16.891, adv=3.339, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:03,  1.52it/s, loss=0.167, pair=17.688, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:08,  1.44it/s, loss=0.167, pair=17.688, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.44it/s, loss=0.082, pair=23.484, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:04,  1.49it/s, loss=0.082, pair=23.484, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:04,  1.49it/s, loss=0.159, pair=22.391, adv=3.347, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.159, pair=22.391, adv=3.347, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.092, pair=26.125, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.092, pair=26.125, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.227, pair=17.594, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.227, pair=17.594, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:07,  1.43it/s, loss=0.107, pair=16.094, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:01,  1.50it/s, loss=0.107, pair=16.094, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:01,  1.50it/s, loss=0.469, pair=22.328, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.469, pair=22.328, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.084, pair=22.562, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.084, pair=22.562, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:00,  1.48it/s, loss=0.134, pair=22.656, adv=3.347, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:06,  1.41it/s, loss=0.134, pair=22.656, adv=3.347, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:06,  1.41it/s, loss=0.072, pair=21.406, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.072, pair=21.406, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.122, pair=21.938, adv=3.315, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:04,  1.41it/s, loss=0.122, pair=21.938, adv=3.315, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:04,  1.41it/s, loss=0.104, pair=22.156, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:59,  1.47it/s, loss=0.104, pair=22.156, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:59,  1.47it/s, loss=0.265, pair=22.953, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.265, pair=22.953, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.106, pair=19.391, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:56,  1.48it/s, loss=0.106, pair=19.391, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:56,  1.48it/s, loss=0.132, pair=21.266, adv=3.343, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.41it/s, loss=0.132, pair=21.266, adv=3.343, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:01,  1.41it/s, loss=0.125, pair=21.625, adv=3.352, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:53,  1.51it/s, loss=0.125, pair=21.625, adv=3.352, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:53,  1.51it/s, loss=0.103, pair=18.844, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:01,  1.40it/s, loss=0.103, pair=18.844, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:01,  1.40it/s, loss=0.096, pair=18.109, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.096, pair=18.109, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:55,  1.46it/s, loss=0.191, pair=20.719, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<02:01,  1.39it/s, loss=0.191, pair=20.719, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 165/333 [01:55<02:01,  1.39it/s, loss=0.084, pair=18.859, adv=3.334, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.084, pair=18.859, adv=3.334, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.128, pair=21.516, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:57,  1.42it/s, loss=0.128, pair=21.516, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:57,  1.42it/s, loss=0.194, pair=17.203, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:52,  1.47it/s, loss=0.194, pair=17.203, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:52,  1.47it/s, loss=0.200, pair=21.797, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.40it/s, loss=0.200, pair=21.797, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.40it/s, loss=0.095, pair=20.375, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:50,  1.48it/s, loss=0.095, pair=20.375, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:50,  1.48it/s, loss=0.133, pair=14.562, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:51,  1.45it/s, loss=0.133, pair=14.562, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:51,  1.45it/s, loss=0.221, pair=22.812, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:45,  1.53it/s, loss=0.221, pair=22.812, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:45,  1.53it/s, loss=0.127, pair=16.797, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.127, pair=16.797, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:50,  1.45it/s, loss=0.076, pair=25.172, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.076, pair=25.172, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:45,  1.51it/s, loss=0.236, pair=19.484, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.236, pair=19.484, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.112, pair=12.586, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:45,  1.48it/s, loss=0.112, pair=12.586, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:45,  1.48it/s, loss=0.152, pair=20.734, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:49,  1.43it/s, loss=0.152, pair=20.734, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:49,  1.43it/s, loss=0.112, pair=17.484, adv=3.338, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.112, pair=17.484, adv=3.338, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.137, pair=16.688, adv=3.357, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.137, pair=16.688, adv=3.357, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.096, pair=23.562, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.48it/s, loss=0.096, pair=23.562, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:43,  1.48it/s, loss=0.175, pair=17.156, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.175, pair=17.156, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:47,  1.41it/s, loss=0.103, pair=22.297, adv=3.351, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.103, pair=22.297, adv=3.351, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.140, pair=21.688, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.39it/s, loss=0.140, pair=21.688, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:47,  1.39it/s, loss=0.085, pair=22.641, adv=3.339, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:43,  1.44it/s, loss=0.085, pair=22.641, adv=3.339, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:43,  1.44it/s, loss=0.143, pair=21.484, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.143, pair=21.484, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.088, pair=23.094, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:40,  1.47it/s, loss=0.088, pair=23.094, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:40,  1.47it/s, loss=0.119, pair=21.594, adv=3.323, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.119, pair=21.594, adv=3.323, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:44,  1.40it/s, loss=0.076, pair=18.500, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.076, pair=18.500, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 188/333 [02:11<01:39,  1.46it/s, loss=0.127, pair=21.297, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:43,  1.39it/s, loss=0.127, pair=21.297, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:43,  1.39it/s, loss=0.105, pair=19.469, adv=3.321, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.105, pair=19.469, adv=3.321, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:36,  1.48it/s, loss=0.193, pair=19.828, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.193, pair=19.828, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.092, pair=25.484, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:34,  1.50it/s, loss=0.092, pair=25.484, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:34,  1.50it/s, loss=0.112, pair=16.203, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.112, pair=16.203, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:41,  1.38it/s, loss=0.099, pair=21.219, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:33,  1.48it/s, loss=0.099, pair=21.219, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:33,  1.48it/s, loss=0.159, pair=19.719, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:37,  1.42it/s, loss=0.159, pair=19.719, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:37,  1.42it/s, loss=0.091, pair=20.531, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:32,  1.48it/s, loss=0.091, pair=20.531, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.48it/s, loss=0.106, pair=22.859, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:35,  1.42it/s, loss=0.106, pair=22.859, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:35,  1.42it/s, loss=0.075, pair=23.062, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:29,  1.51it/s, loss=0.075, pair=23.062, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:29,  1.51it/s, loss=0.160, pair=23.203, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.160, pair=23.203, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=0.114, pair=19.203, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:29,  1.49it/s, loss=0.114, pair=19.203, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:29,  1.49it/s, loss=0.253, pair=20.688, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.253, pair=20.688, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.129, pair=22.719, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.129, pair=22.719, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:27,  1.49it/s, loss=0.229, pair=19.922, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.229, pair=19.922, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:31,  1.42it/s, loss=0.110, pair=22.250, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:25,  1.51it/s, loss=0.110, pair=22.250, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:25,  1.51it/s, loss=0.166, pair=20.891, adv=3.330, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:33,  1.37it/s, loss=0.166, pair=20.891, adv=3.330, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:33,  1.37it/s, loss=0.078, pair=23.000, adv=3.331, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:27,  1.46it/s, loss=0.078, pair=23.000, adv=3.331, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:27,  1.46it/s, loss=0.154, pair=25.391, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.154, pair=25.391, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:29,  1.41it/s, loss=0.099, pair=26.047, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.47it/s, loss=0.099, pair=26.047, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.47it/s, loss=0.210, pair=21.656, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.210, pair=21.656, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:28,  1.40it/s, loss=0.106, pair=21.484, adv=3.357, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:23,  1.48it/s, loss=0.106, pair=21.484, adv=3.357, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:23,  1.48it/s, loss=0.129, pair=15.531, adv=3.351, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:23,  1.45it/s, loss=0.129, pair=15.531, adv=3.351, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:23,  1.45it/s, loss=0.077, pair=18.922, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.50it/s, loss=0.077, pair=18.922, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:20,  1.50it/s, loss=0.298, pair=15.992, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.298, pair=15.992, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:23,  1.44it/s, loss=0.080, pair=23.094, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:19,  1.49it/s, loss=0.080, pair=23.094, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 214/333 [02:29<01:19,  1.49it/s, loss=0.125, pair=22.703, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:26,  1.36it/s, loss=0.125, pair=22.703, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:26,  1.36it/s, loss=0.114, pair=23.406, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:21,  1.43it/s, loss=0.114, pair=23.406, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:21,  1.43it/s, loss=0.214, pair=22.781, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:23,  1.39it/s, loss=0.214, pair=22.781, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:23,  1.39it/s, loss=0.091, pair=21.391, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.091, pair=21.391, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.337, pair=21.922, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:21,  1.40it/s, loss=0.337, pair=21.922, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:21,  1.40it/s, loss=0.083, pair=12.609, adv=3.323, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.083, pair=12.609, adv=3.323, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:16,  1.48it/s, loss=0.241, pair=19.344, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.42it/s, loss=0.241, pair=19.344, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.42it/s, loss=0.085, pair=25.250, adv=3.372, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.085, pair=25.250, adv=3.372, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:14,  1.49it/s, loss=0.263, pair=22.969, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.43it/s, loss=0.263, pair=22.969, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:17,  1.43it/s, loss=0.083, pair=19.766, adv=3.350, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.083, pair=19.766, adv=3.350, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.121, pair=23.625, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.121, pair=23.625, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.43it/s, loss=0.078, pair=17.703, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.47it/s, loss=0.078, pair=17.703, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:12,  1.47it/s, loss=0.097, pair=20.922, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:16,  1.38it/s, loss=0.097, pair=20.922, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:16,  1.38it/s, loss=0.078, pair=23.922, adv=3.339, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:11,  1.46it/s, loss=0.078, pair=23.922, adv=3.339, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:11,  1.46it/s, loss=0.158, pair=23.656, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.44it/s, loss=0.158, pair=23.656, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:12,  1.44it/s, loss=0.099, pair=22.453, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.099, pair=22.453, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 230/333 [02:40<01:08,  1.50it/s, loss=0.138, pair=28.844, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.42it/s, loss=0.138, pair=28.844, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.42it/s, loss=0.101, pair=19.438, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.101, pair=19.438, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:08,  1.48it/s, loss=0.097, pair=23.062, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:13,  1.37it/s, loss=0.097, pair=23.062, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 233/333 [02:42<01:13,  1.37it/s, loss=0.076, pair=27.312, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:08,  1.45it/s, loss=0.076, pair=27.312, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:08,  1.45it/s, loss=0.092, pair=19.812, adv=3.320, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:10,  1.40it/s, loss=0.092, pair=19.812, adv=3.320, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:10,  1.40it/s, loss=0.074, pair=23.344, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.45it/s, loss=0.074, pair=23.344, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:06,  1.45it/s, loss=0.212, pair=27.062, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.41it/s, loss=0.212, pair=27.062, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.41it/s, loss=0.104, pair=23.312, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.50it/s, loss=0.104, pair=23.312, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:03,  1.50it/s, loss=0.125, pair=19.469, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:04,  1.45it/s, loss=0.125, pair=19.469, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:04,  1.45it/s, loss=0.097, pair=21.297, adv=3.341, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:01,  1.51it/s, loss=0.097, pair=21.297, adv=3.341, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:01,  1.51it/s, loss=0.113, pair=22.766, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.45it/s, loss=0.113, pair=22.766, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:03,  1.45it/s, loss=0.086, pair=20.703, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<00:59,  1.52it/s, loss=0.086, pair=20.703, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<00:59,  1.52it/s, loss=0.102, pair=23.719, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:04,  1.39it/s, loss=0.102, pair=23.719, adv=3.363, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:04,  1.39it/s, loss=0.076, pair=25.906, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.49it/s, loss=0.076, pair=25.906, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.49it/s, loss=0.224, pair=22.234, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.42it/s, loss=0.224, pair=22.234, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:01,  1.42it/s, loss=0.073, pair=33.156, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.073, pair=33.156, adv=3.336, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<00:57,  1.50it/s, loss=0.116, pair=19.172, adv=3.333, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.116, pair=19.172, adv=3.333, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.092, pair=24.438, adv=3.340, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:55,  1.53it/s, loss=0.092, pair=24.438, adv=3.340, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:55,  1.53it/s, loss=0.139, pair=21.797, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.139, pair=21.797, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.096, pair=22.125, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:53,  1.54it/s, loss=0.096, pair=22.125, adv=3.328, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:53,  1.54it/s, loss=0.139, pair=22.578, adv=3.338, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.139, pair=22.578, adv=3.338, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.41it/s, loss=0.070, pair=13.672, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.070, pair=13.672, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:55,  1.46it/s, loss=0.171, pair=27.031, adv=3.320, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.171, pair=27.031, adv=3.320, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.108, pair=25.547, adv=3.343, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.50it/s, loss=0.108, pair=25.547, adv=3.343, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:52,  1.50it/s, loss=0.150, pair=29.766, adv=3.344, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.150, pair=29.766, adv=3.344, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:54,  1.43it/s, loss=0.113, pair=20.922, adv=3.342, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.49it/s, loss=0.113, pair=20.922, adv=3.342, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.49it/s, loss=0.187, pair=19.062, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.187, pair=19.062, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.200, pair=19.016, adv=3.376, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.200, pair=19.016, adv=3.376, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.49it/s, loss=0.138, pair=19.562, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.44it/s, loss=0.138, pair=19.562, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.44it/s, loss=0.129, pair=17.828, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:48,  1.50it/s, loss=0.129, pair=17.828, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:48,  1.50it/s, loss=0.131, pair=18.812, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:49,  1.46it/s, loss=0.131, pair=18.812, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:49,  1.46it/s, loss=0.083, pair=19.297, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:46,  1.52it/s, loss=0.083, pair=19.297, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:46,  1.52it/s, loss=0.168, pair=15.836, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.42it/s, loss=0.168, pair=15.836, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.42it/s, loss=0.122, pair=20.031, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.122, pair=20.031, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:45,  1.51it/s, loss=0.215, pair=19.172, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:46,  1.46it/s, loss=0.215, pair=19.172, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:46,  1.46it/s, loss=0.105, pair=18.250, adv=3.327, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.105, pair=18.250, adv=3.327, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.124, pair=16.094, adv=3.341, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.124, pair=16.094, adv=3.341, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.44it/s, loss=0.117, pair=24.703, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.117, pair=24.703, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:43,  1.51it/s, loss=0.155, pair=25.672, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.155, pair=25.672, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.103, pair=20.656, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.48it/s, loss=0.103, pair=20.656, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.48it/s, loss=0.198, pair=22.609, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.43it/s, loss=0.198, pair=22.609, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:43,  1.43it/s, loss=0.130, pair=21.578, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.49it/s, loss=0.130, pair=21.578, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.49it/s, loss=0.223, pair=22.219, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:41,  1.46it/s, loss=0.223, pair=22.219, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:41,  1.46it/s, loss=0.119, pair=22.547, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:38,  1.52it/s, loss=0.119, pair=22.547, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:38,  1.52it/s, loss=0.263, pair=21.719, adv=3.318, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:39,  1.45it/s, loss=0.263, pair=21.719, adv=3.318, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:39,  1.45it/s, loss=0.079, pair=24.047, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.51it/s, loss=0.079, pair=24.047, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:37,  1.51it/s, loss=0.130, pair=23.688, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:38,  1.45it/s, loss=0.130, pair=23.688, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:38,  1.45it/s, loss=0.090, pair=23.734, adv=3.344, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:36,  1.50it/s, loss=0.090, pair=23.734, adv=3.344, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:36,  1.50it/s, loss=0.127, pair=22.734, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.43it/s, loss=0.127, pair=22.734, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:37,  1.43it/s, loss=0.063, pair=24.234, adv=3.340, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.063, pair=24.234, adv=3.340, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:35,  1.49it/s, loss=0.209, pair=24.031, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.209, pair=24.031, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.099, pair=22.453, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.099, pair=22.453, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.178, pair=21.312, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.178, pair=21.312, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.091, pair=20.625, adv=3.346, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.51it/s, loss=0.091, pair=20.625, adv=3.346, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.51it/s, loss=0.162, pair=19.922, adv=3.344, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:33,  1.45it/s, loss=0.162, pair=19.922, adv=3.344, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.45it/s, loss=0.106, pair=21.656, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:30,  1.54it/s, loss=0.106, pair=21.656, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:30,  1.54it/s, loss=0.226, pair=21.188, adv=3.354, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:31,  1.45it/s, loss=0.226, pair=21.188, adv=3.354, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:31,  1.45it/s, loss=0.084, pair=18.938, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.50it/s, loss=0.084, pair=18.938, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.50it/s, loss=0.144, pair=21.859, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.45it/s, loss=0.144, pair=21.859, adv=3.355, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.45it/s, loss=0.088, pair=25.672, adv=3.308, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.51it/s, loss=0.088, pair=25.672, adv=3.308, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:28,  1.51it/s, loss=0.132, pair=20.578, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.44it/s, loss=0.132, pair=20.578, adv=3.349, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.44it/s, loss=0.081, pair=17.859, adv=3.319, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.49it/s, loss=0.081, pair=17.859, adv=3.319, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.49it/s, loss=0.168, pair=20.562, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.44it/s, loss=0.168, pair=20.562, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:27,  1.44it/s, loss=0.116, pair=19.203, adv=3.343, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.116, pair=19.203, adv=3.343, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.314, pair=23.781, adv=3.304, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.314, pair=23.781, adv=3.304, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.072, pair=19.375, adv=3.331, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.48it/s, loss=0.072, pair=19.375, adv=3.331, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.48it/s, loss=0.163, pair=24.594, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.163, pair=24.594, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.196, pair=26.047, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.48it/s, loss=0.196, pair=26.047, adv=3.361, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.48it/s, loss=0.189, pair=26.250, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.41it/s, loss=0.189, pair=26.250, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:24,  1.41it/s, loss=0.068, pair=25.094, adv=3.350, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.47it/s, loss=0.068, pair=25.094, adv=3.350, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.47it/s, loss=0.192, pair=22.562, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.43it/s, loss=0.192, pair=22.562, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.43it/s, loss=0.076, pair=20.516, adv=3.307, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.48it/s, loss=0.076, pair=20.516, adv=3.307, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.48it/s, loss=0.102, pair=23.953, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.102, pair=23.953, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.068, pair=12.828, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.46it/s, loss=0.068, pair=12.828, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.46it/s, loss=0.410, pair=27.562, adv=3.327, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.43it/s, loss=0.410, pair=27.562, adv=3.327, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.43it/s, loss=0.076, pair=20.781, adv=3.354, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.47it/s, loss=0.076, pair=20.781, adv=3.354, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.47it/s, loss=0.108, pair=23.625, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.39it/s, loss=0.108, pair=23.625, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.39it/s, loss=0.102, pair=28.312, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.47it/s, loss=0.102, pair=28.312, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.47it/s, loss=0.119, pair=21.328, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.119, pair=21.328, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.43it/s, loss=0.101, pair=15.836, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.101, pair=15.836, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.135, pair=26.391, adv=3.341, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.43it/s, loss=0.135, pair=26.391, adv=3.341, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.43it/s, loss=0.071, pair=17.984, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.49it/s, loss=0.071, pair=17.984, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.49it/s, loss=0.114, pair=15.500, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.114, pair=15.500, adv=3.356, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.149, pair=22.594, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.149, pair=22.594, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.120, pair=19.344, adv=3.338, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.120, pair=19.344, adv=3.338, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.41it/s, loss=0.086, pair=26.734, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.086, pair=26.734, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.217, pair=19.828, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.217, pair=19.828, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.072, pair=26.156, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.072, pair=26.156, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.126, pair=18.344, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.126, pair=18.344, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.079, pair=20.797, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.079, pair=20.797, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.51it/s, loss=0.117, pair=24.969, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.117, pair=24.969, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.096, pair=22.781, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.096, pair=22.781, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.121, pair=23.656, adv=3.350, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:07,  1.39it/s, loss=0.121, pair=23.656, adv=3.350, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:07,  1.39it/s, loss=0.079, pair=22.797, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.47it/s, loss=0.079, pair=22.797, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.239, pair=24.578, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.239, pair=24.578, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.43it/s, loss=0.060, pair=28.641, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.060, pair=28.641, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.094, pair=10.023, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.094, pair=10.023, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.076, pair=23.438, adv=3.372, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.076, pair=23.438, adv=3.372, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.105, pair=24.594, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.105, pair=24.594, adv=3.348, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.081, pair=27.953, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.081, pair=27.953, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.099, pair=16.797, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.099, pair=16.797, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.45it/s, loss=0.076, pair=23.984, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.53it/s, loss=0.076, pair=23.984, adv=3.353, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.53it/s, loss=0.136, pair=24.469, adv=3.372, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.44it/s, loss=0.136, pair=24.469, adv=3.372, sprd=0.0
                                                                                                              
Epoch 006/60 [S1:deg_only]  loss=0.1425  mat=0.3296  sens=21.7625  pair=20.7557  adv=3.3630(rand=3.37)  deg=0.0357  orth=0.0352  spread=0.0053  q_mean=50.8  q_std=16.7  α=0.10 β=0.00 γ=1.00 λ_grl=0.394  lr=9.84e-05  230s

Ep 007/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 007/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.110, pair=14.383, adv=3.358, sprd=0.004]
Ep 007/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:20,  1.15s/it, loss=0.110, pair=14.383, adv=3.358, sprd=0.004
Ep 007/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:20,  1.15s/it, loss=0.084, pair=21.344, adv=3.360, sprd=0.004
Ep 007/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:29,  1.23it/s, loss=0.084, pair=21.344, adv=3.360, sprd=0.004
Ep 007/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:29,  1.23it/s, loss=0.132, pair=20.500, adv=3.348, sprd=0.002
Ep 007/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:25,  1.24it/s, loss=0.132, pair=20.500, adv=3.348, sprd=0.002
Ep 007/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:25,  1.24it/s, loss=0.084, pair=22.188, adv=3.336, sprd=0.003
Ep 007/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:54,  1.40it/s, loss=0.084, pair=22.188, adv=3.336, sprd=0.003
Ep 007/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:54,  1.40it/s, loss=0.124, pair=28.375, adv=3.337, sprd=0.003
Ep 007/60 [S1:deg_only]:   2%| | 5/333 [00:03<03:57,  1.38it/s, loss=0.124, pair=28.375, adv=3.337, sprd=0.003
Ep 007/60 [S1:deg_only]:   2%| | 5/333 [00:04<03:57,  1.38it/s, loss=0.072, pair=20.562, adv=3.344, sprd=0.003
Ep 007/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:43,  1.46it/s, loss=0.072, pair=20.562, adv=3.344, sprd=0.003
Ep 007/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:43,  1.46it/s, loss=0.731, pair=16.781, adv=3.404, sprd=0.004
Ep 007/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:48,  1.43it/s, loss=0.731, pair=16.781, adv=3.404, sprd=0.004
Ep 007/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:48,  1.43it/s, loss=0.090, pair=27.156, adv=3.362, sprd=0.003
Ep 007/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:37,  1.50it/s, loss=0.090, pair=27.156, adv=3.362, sprd=0.003
Ep 007/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:37,  1.50it/s, loss=0.224, pair=18.484, adv=3.349, sprd=0.003
Ep 007/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:53,  1.39it/s, loss=0.224, pair=18.484, adv=3.349, sprd=0.003
Ep 007/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:53,  1.39it/s, loss=0.109, pair=22.391, adv=3.353, sprd=0.003
Ep 007/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:37,  1.48it/s, loss=0.109, pair=22.391, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:37,  1.48it/s, loss=0.117, pair=20.750, adv=3.382, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 11/333 [00:07<03:46,  1.42it/s, loss=0.117, pair=20.750, adv=3.382, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.112, pair=17.609, adv=3.374, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:37,  1.48it/s, loss=0.112, pair=17.609, adv=3.374, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:37,  1.48it/s, loss=0.123, pair=22.297, adv=3.365, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:49,  1.40it/s, loss=0.123, pair=22.297, adv=3.365, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:49,  1.40it/s, loss=0.084, pair=17.656, adv=3.370, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:38,  1.46it/s, loss=0.084, pair=17.656, adv=3.370, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:38,  1.46it/s, loss=0.110, pair=21.172, adv=3.357, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:44,  1.41it/s, loss=0.110, pair=21.172, adv=3.357, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:44,  1.41it/s, loss=0.071, pair=26.891, adv=3.348, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:34,  1.48it/s, loss=0.071, pair=26.891, adv=3.348, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:34,  1.48it/s, loss=0.115, pair=29.156, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.115, pair=29.156, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.077, pair=23.375, adv=3.336, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:28,  1.51it/s, loss=0.077, pair=23.375, adv=3.336, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:28,  1.51it/s, loss=0.231, pair=21.547, adv=3.337, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:38,  1.44it/s, loss=0.231, pair=21.547, adv=3.337, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:38,  1.44it/s, loss=0.063, pair=24.109, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.063, pair=24.109, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.117, pair=20.312, adv=3.338, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:35,  1.44it/s, loss=0.117, pair=20.312, adv=3.338, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:35,  1.44it/s, loss=0.124, pair=23.062, adv=3.357, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:26,  1.50it/s, loss=0.124, pair=23.062, adv=3.357, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:26,  1.50it/s, loss=0.162, pair=19.594, adv=3.296, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.162, pair=19.594, adv=3.296, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.129, pair=24.703, adv=3.331, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:25,  1.50it/s, loss=0.129, pair=24.703, adv=3.331, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:25,  1.50it/s, loss=3.812, pair=24.000, adv=3.364, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:31,  1.46it/s, loss=3.812, pair=24.000, adv=3.364, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:31,  1.46it/s, loss=0.076, pair=18.125, adv=3.355, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.076, pair=18.125, adv=3.355, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.217, pair=26.344, adv=3.394, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:38,  1.40it/s, loss=0.217, pair=26.344, adv=3.394, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:38,  1.40it/s, loss=0.086, pair=26.000, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:27,  1.47it/s, loss=0.086, pair=26.000, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:27,  1.47it/s, loss=0.132, pair=21.562, adv=3.380, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:35,  1.41it/s, loss=0.132, pair=21.562, adv=3.380, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:35,  1.41it/s, loss=0.084, pair=21.734, adv=3.319, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:26,  1.47it/s, loss=0.084, pair=21.734, adv=3.319, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:26,  1.47it/s, loss=0.115, pair=19.828, adv=3.359, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:33,  1.41it/s, loss=0.115, pair=19.828, adv=3.359, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:33,  1.41it/s, loss=0.078, pair=22.266, adv=3.404, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:24,  1.47it/s, loss=0.078, pair=22.266, adv=3.404, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:24,  1.47it/s, loss=0.121, pair=25.375, adv=3.358, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.121, pair=25.375, adv=3.358, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.072, pair=28.734, adv=3.345, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:23,  1.47it/s, loss=0.072, pair=28.734, adv=3.345, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:23,  1.47it/s, loss=0.141, pair=24.672, adv=3.298, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:33,  1.40it/s, loss=0.141, pair=24.672, adv=3.298, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:33,  1.40it/s, loss=0.066, pair=26.516, adv=3.350, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:22,  1.46it/s, loss=0.066, pair=26.516, adv=3.350, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:22,  1.46it/s, loss=0.129, pair=19.297, adv=3.352, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:31,  1.40it/s, loss=0.129, pair=19.297, adv=3.352, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:31,  1.40it/s, loss=0.145, pair=21.859, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:19,  1.48it/s, loss=0.145, pair=21.859, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:19,  1.48it/s, loss=0.120, pair=24.922, adv=3.355, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.120, pair=24.922, adv=3.355, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.067, pair=21.281, adv=3.364, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:19,  1.47it/s, loss=0.067, pair=21.281, adv=3.364, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:19,  1.47it/s, loss=0.134, pair=25.812, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:27,  1.41it/s, loss=0.134, pair=25.812, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:27,  1.41it/s, loss=0.085, pair=20.500, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:17,  1.48it/s, loss=0.085, pair=20.500, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:17,  1.48it/s, loss=0.123, pair=21.438, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 43/333 [00:29<03:20,  1.45it/s, loss=0.123, pair=21.438, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:20,  1.45it/s, loss=0.108, pair=21.328, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:13,  1.49it/s, loss=0.108, pair=21.328, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:13,  1.49it/s, loss=0.122, pair=25.203, adv=3.342, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.122, pair=25.203, adv=3.342, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.106, pair=25.156, adv=3.373, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:11,  1.50it/s, loss=0.106, pair=25.156, adv=3.373, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:11,  1.50it/s, loss=0.204, pair=30.578, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:17,  1.45it/s, loss=0.204, pair=30.578, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:17,  1.45it/s, loss=0.062, pair=26.125, adv=3.376, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:07,  1.52it/s, loss=0.062, pair=26.125, adv=3.376, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:07,  1.52it/s, loss=0.111, pair=20.156, adv=3.308, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:16,  1.45it/s, loss=0.111, pair=20.156, adv=3.308, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:16,  1.45it/s, loss=0.107, pair=20.812, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:05,  1.52it/s, loss=0.107, pair=20.812, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:05,  1.52it/s, loss=0.132, pair=22.203, adv=3.362, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:14,  1.45it/s, loss=0.132, pair=22.203, adv=3.362, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:14,  1.45it/s, loss=0.076, pair=28.969, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:07,  1.50it/s, loss=0.076, pair=28.969, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:07,  1.50it/s, loss=0.126, pair=24.562, adv=3.357, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:15,  1.43it/s, loss=0.126, pair=24.562, adv=3.357, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:15,  1.43it/s, loss=0.087, pair=20.516, adv=3.336, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:09,  1.47it/s, loss=0.087, pair=20.516, adv=3.336, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.105, pair=23.594, adv=3.338, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:16,  1.41it/s, loss=0.105, pair=23.594, adv=3.338, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:16,  1.41it/s, loss=0.073, pair=29.125, adv=3.312, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:07,  1.48it/s, loss=0.073, pair=29.125, adv=3.312, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:07,  1.48it/s, loss=0.116, pair=27.250, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:11,  1.44it/s, loss=0.116, pair=27.250, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:11,  1.44it/s, loss=0.098, pair=22.297, adv=3.337, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:04,  1.49it/s, loss=0.098, pair=22.297, adv=3.337, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:04,  1.49it/s, loss=0.104, pair=20.328, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:09,  1.45it/s, loss=0.104, pair=20.328, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:09,  1.45it/s, loss=0.103, pair=19.609, adv=3.316, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:03,  1.49it/s, loss=0.103, pair=19.609, adv=3.316, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:03,  1.49it/s, loss=0.140, pair=23.375, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:11,  1.42it/s, loss=0.140, pair=23.375, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:11,  1.42it/s, loss=0.089, pair=20.484, adv=3.352, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:02,  1.49it/s, loss=0.089, pair=20.484, adv=3.352, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.109, pair=19.812, adv=3.336, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:16,  1.38it/s, loss=0.109, pair=19.812, adv=3.336, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:16,  1.38it/s, loss=0.067, pair=21.297, adv=3.367, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:04,  1.46it/s, loss=0.067, pair=21.297, adv=3.367, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:04,  1.46it/s, loss=0.100, pair=20.203, adv=3.384, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:08,  1.42it/s, loss=0.100, pair=20.203, adv=3.384, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:08,  1.42it/s, loss=0.073, pair=21.844, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<02:59,  1.49it/s, loss=0.073, pair=21.844, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:59,  1.49it/s, loss=0.109, pair=27.000, adv=3.379, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:06,  1.42it/s, loss=0.109, pair=27.000, adv=3.379, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:06,  1.42it/s, loss=0.099, pair=26.062, adv=3.351, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.099, pair=26.062, adv=3.351, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.118, pair=17.656, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:04,  1.43it/s, loss=0.118, pair=17.656, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.090, pair=25.141, adv=3.372, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:57,  1.49it/s, loss=0.090, pair=25.141, adv=3.372, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:57,  1.49it/s, loss=0.219, pair=28.422, adv=3.354, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.219, pair=28.422, adv=3.354, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.108, pair=29.531, adv=3.350, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:56,  1.48it/s, loss=0.108, pair=29.531, adv=3.350, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.363, pair=26.625, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:00,  1.44it/s, loss=0.363, pair=26.625, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:00,  1.44it/s, loss=0.088, pair=18.531, adv=3.306, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.48it/s, loss=0.088, pair=18.531, adv=3.306, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.48it/s, loss=0.170, pair=25.484, adv=3.390, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<03:01,  1.42it/s, loss=0.170, pair=25.484, adv=3.390, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.093, pair=26.469, adv=3.368, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:53,  1.48it/s, loss=0.093, pair=26.469, adv=3.368, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:53,  1.48it/s, loss=0.117, pair=22.422, adv=3.360, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:59,  1.43it/s, loss=0.117, pair=22.422, adv=3.360, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:59,  1.43it/s, loss=0.088, pair=24.016, adv=3.426, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:50,  1.49it/s, loss=0.088, pair=24.016, adv=3.426, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:50,  1.49it/s, loss=1.611, pair=16.203, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:57,  1.43it/s, loss=1.611, pair=16.203, adv=3.344, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:57,  1.43it/s, loss=0.118, pair=25.312, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:51,  1.48it/s, loss=0.118, pair=25.312, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:51,  1.48it/s, loss=0.248, pair=27.703, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.248, pair=27.703, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.083, pair=24.453, adv=3.341, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:50,  1.47it/s, loss=0.083, pair=24.453, adv=3.341, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:50,  1.47it/s, loss=0.126, pair=22.234, adv=3.379, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:55,  1.42it/s, loss=0.126, pair=22.234, adv=3.379, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:55,  1.42it/s, loss=0.065, pair=21.516, adv=3.382, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:45,  1.50it/s, loss=0.065, pair=21.516, adv=3.382, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:45,  1.50it/s, loss=0.149, pair=23.750, adv=3.349, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:54,  1.42it/s, loss=0.149, pair=23.750, adv=3.349, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:54,  1.42it/s, loss=0.086, pair=21.828, adv=3.424, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:43,  1.51it/s, loss=0.086, pair=21.828, adv=3.424, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:43,  1.51it/s, loss=0.142, pair=25.656, adv=3.301, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:51,  1.44it/s, loss=0.142, pair=25.656, adv=3.301, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:51,  1.44it/s, loss=0.065, pair=34.562, adv=3.318, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:43,  1.50it/s, loss=0.065, pair=34.562, adv=3.318, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:43,  1.50it/s, loss=0.115, pair=12.508, adv=3.401, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:48,  1.45it/s, loss=0.115, pair=12.508, adv=3.401, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:48,  1.45it/s, loss=0.083, pair=28.703, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.083, pair=28.703, adv=3.353, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.206, pair=28.969, adv=3.328, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:50,  1.42it/s, loss=0.206, pair=28.969, adv=3.328, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.064, pair=24.578, adv=3.369, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:43,  1.47it/s, loss=0.064, pair=24.578, adv=3.369, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:43,  1.47it/s, loss=0.131, pair=26.703, adv=3.383, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:50,  1.40it/s, loss=0.131, pair=26.703, adv=3.383, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:50,  1.40it/s, loss=0.126, pair=20.375, adv=3.382, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 94/333 [01:04<02:41,  1.48it/s, loss=0.126, pair=20.375, adv=3.382, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.147, pair=22.156, adv=3.410, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:49,  1.40it/s, loss=0.147, pair=22.156, adv=3.410, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:49,  1.40it/s, loss=0.116, pair=25.938, adv=3.374, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:40,  1.48it/s, loss=0.116, pair=25.938, adv=3.374, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:40,  1.48it/s, loss=0.108, pair=28.922, adv=3.312, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:45,  1.43it/s, loss=0.108, pair=28.922, adv=3.312, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:45,  1.43it/s, loss=0.196, pair=30.938, adv=3.332, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:36,  1.50it/s, loss=0.196, pair=30.938, adv=3.332, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.118, pair=22.375, adv=3.306, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.118, pair=22.375, adv=3.306, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:43,  1.43it/s, loss=0.086, pair=21.859, adv=3.374, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:36,  1.48it/s, loss=0.086, pair=21.859, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:36,  1.48it/s, loss=0.120, pair=20.141, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:44,  1.41it/s, loss=0.120, pair=20.141, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.115, pair=21.734, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.48it/s, loss=0.115, pair=21.734, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.48it/s, loss=0.154, pair=27.375, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.41it/s, loss=0.154, pair=27.375, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.41it/s, loss=0.075, pair=21.953, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:34,  1.48it/s, loss=0.075, pair=21.953, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:34,  1.48it/s, loss=0.105, pair=24.406, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:37,  1.45it/s, loss=0.105, pair=24.406, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:37,  1.45it/s, loss=0.071, pair=24.031, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.49it/s, loss=0.071, pair=24.031, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.49it/s, loss=0.106, pair=26.094, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 107/333 [01:13<02:36,  1.45it/s, loss=0.106, pair=26.094, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:36,  1.45it/s, loss=0.084, pair=22.844, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:27,  1.52it/s, loss=0.084, pair=22.844, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:27,  1.52it/s, loss=0.165, pair=26.766, adv=3.357, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:34,  1.45it/s, loss=0.165, pair=26.766, adv=3.357, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:34,  1.45it/s, loss=0.079, pair=26.281, adv=3.348, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 110/333 [01:15<02:27,  1.51it/s, loss=0.079, pair=26.281, adv=3.348, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:27,  1.51it/s, loss=0.093, pair=22.000, adv=3.354, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:38,  1.40it/s, loss=0.093, pair=22.000, adv=3.354, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.081, pair=24.672, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:30,  1.47it/s, loss=0.081, pair=24.672, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:30,  1.47it/s, loss=0.094, pair=24.688, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:34,  1.43it/s, loss=0.094, pair=24.688, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:34,  1.43it/s, loss=0.083, pair=19.078, adv=3.355, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:24,  1.51it/s, loss=0.083, pair=19.078, adv=3.355, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:24,  1.51it/s, loss=0.206, pair=24.922, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:30,  1.45it/s, loss=0.206, pair=24.922, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:30,  1.45it/s, loss=0.086, pair=19.578, adv=3.332, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 116/333 [01:19<02:24,  1.50it/s, loss=0.086, pair=19.578, adv=3.332, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:24,  1.50it/s, loss=0.195, pair=17.203, adv=3.343, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:30,  1.43it/s, loss=0.195, pair=17.203, adv=3.343, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.43it/s, loss=0.070, pair=17.172, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.070, pair=17.172, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:22,  1.51it/s, loss=0.142, pair=18.609, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:32,  1.40it/s, loss=0.142, pair=18.609, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:32,  1.40it/s, loss=0.077, pair=22.688, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:24,  1.48it/s, loss=0.077, pair=22.688, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:24,  1.48it/s, loss=0.249, pair=21.734, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:31,  1.40it/s, loss=0.249, pair=21.734, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:31,  1.40it/s, loss=0.112, pair=18.938, adv=3.310, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.112, pair=18.938, adv=3.310, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.100, pair=24.141, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 123/333 [01:24<02:28,  1.41it/s, loss=0.100, pair=24.141, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.071, pair=26.203, adv=3.336, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:20,  1.48it/s, loss=0.071, pair=26.203, adv=3.336, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:20,  1.48it/s, loss=0.113, pair=18.297, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:27,  1.41it/s, loss=0.113, pair=18.297, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:27,  1.41it/s, loss=0.080, pair=25.578, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 126/333 [01:26<02:20,  1.48it/s, loss=0.080, pair=25.578, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.48it/s, loss=0.482, pair=26.031, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:26,  1.41it/s, loss=0.482, pair=26.031, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.073, pair=23.656, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.073, pair=23.656, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.139, pair=28.484, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.139, pair=28.484, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.088, pair=23.781, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.088, pair=23.781, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.092, pair=23.188, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.092, pair=23.188, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.089, pair=23.969, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 132/333 [01:30<02:12,  1.51it/s, loss=0.089, pair=23.969, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:12,  1.51it/s, loss=0.157, pair=19.922, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 133/333 [01:31<02:16,  1.47it/s, loss=0.157, pair=19.922, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:16,  1.47it/s, loss=0.072, pair=17.500, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:10,  1.52it/s, loss=0.072, pair=17.500, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:10,  1.52it/s, loss=0.093, pair=18.594, adv=3.337, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.093, pair=18.594, adv=3.337, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.078, pair=21.328, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:10,  1.51it/s, loss=0.078, pair=21.328, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:10,  1.51it/s, loss=0.121, pair=21.922, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.121, pair=21.922, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:15,  1.45it/s, loss=0.089, pair=23.969, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:07,  1.52it/s, loss=0.089, pair=23.969, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:07,  1.52it/s, loss=0.110, pair=27.672, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 139/333 [01:35<02:18,  1.40it/s, loss=0.110, pair=27.672, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:18,  1.40it/s, loss=0.092, pair=17.094, adv=3.342, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:10,  1.48it/s, loss=0.092, pair=17.094, adv=3.342, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.100, pair=22.000, adv=3.389, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.100, pair=22.000, adv=3.389, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.083, pair=17.578, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 142/333 [01:37<02:07,  1.50it/s, loss=0.083, pair=17.578, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.087, pair=21.047, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:16,  1.39it/s, loss=0.087, pair=21.047, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:16,  1.39it/s, loss=0.094, pair=26.531, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.094, pair=26.531, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.114, pair=22.891, adv=3.341, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 145/333 [01:39<02:13,  1.41it/s, loss=0.114, pair=22.891, adv=3.341, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:13,  1.41it/s, loss=0.095, pair=23.578, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:07,  1.47it/s, loss=0.095, pair=23.578, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.117, pair=20.312, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:11,  1.42it/s, loss=0.117, pair=20.312, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:11,  1.42it/s, loss=0.069, pair=21.094, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:06,  1.47it/s, loss=0.069, pair=21.094, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:06,  1.47it/s, loss=0.080, pair=13.383, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 149/333 [01:42<02:12,  1.38it/s, loss=0.080, pair=13.383, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:12,  1.38it/s, loss=0.085, pair=28.859, adv=3.336, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.085, pair=28.859, adv=3.336, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.110, pair=23.125, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:06,  1.43it/s, loss=0.110, pair=23.125, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:06,  1.43it/s, loss=0.079, pair=24.031, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<02:00,  1.50it/s, loss=0.079, pair=24.031, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:00,  1.50it/s, loss=0.085, pair=22.250, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:06,  1.43it/s, loss=0.085, pair=22.250, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:06,  1.43it/s, loss=0.087, pair=24.875, adv=3.333, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.087, pair=24.875, adv=3.333, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.120, pair=24.406, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 155/333 [01:46<02:02,  1.45it/s, loss=0.120, pair=24.406, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:02,  1.45it/s, loss=0.083, pair=17.781, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:57,  1.51it/s, loss=0.083, pair=17.781, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:57,  1.51it/s, loss=0.091, pair=29.562, adv=3.322, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.091, pair=29.562, adv=3.322, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.075, pair=24.047, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 158/333 [01:48<02:00,  1.45it/s, loss=0.075, pair=24.047, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<02:00,  1.45it/s, loss=0.121, pair=24.781, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:01,  1.43it/s, loss=0.121, pair=24.781, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:01,  1.43it/s, loss=0.065, pair=23.828, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:55,  1.49it/s, loss=0.065, pair=23.828, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:55,  1.49it/s, loss=0.173, pair=19.469, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:04,  1.38it/s, loss=0.173, pair=19.469, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:04,  1.38it/s, loss=0.056, pair=22.516, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:56,  1.47it/s, loss=0.056, pair=22.516, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:56,  1.47it/s, loss=0.129, pair=25.141, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.129, pair=25.141, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.072, pair=26.234, adv=3.330, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.072, pair=26.234, adv=3.330, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.114, pair=29.531, adv=3.377, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 165/333 [01:53<01:59,  1.41it/s, loss=0.114, pair=29.531, adv=3.377, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.079, pair=24.625, adv=3.358, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:51,  1.50it/s, loss=0.079, pair=24.625, adv=3.358, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:51,  1.50it/s, loss=0.119, pair=25.047, adv=3.350, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:56,  1.43it/s, loss=0.119, pair=25.047, adv=3.350, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:56,  1.43it/s, loss=0.080, pair=21.703, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 168/333 [01:55<01:49,  1.51it/s, loss=0.080, pair=21.703, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.112, pair=29.547, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:54,  1.44it/s, loss=0.112, pair=29.547, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.44it/s, loss=0.064, pair=16.094, adv=3.388, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.064, pair=16.094, adv=3.388, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.173, pair=22.422, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 171/333 [01:57<01:53,  1.43it/s, loss=0.173, pair=22.422, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.090, pair=22.016, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:47,  1.50it/s, loss=0.090, pair=22.016, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:47,  1.50it/s, loss=0.094, pair=23.734, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:53,  1.41it/s, loss=0.094, pair=23.734, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:53,  1.41it/s, loss=0.060, pair=21.891, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 174/333 [01:59<01:46,  1.49it/s, loss=0.060, pair=21.891, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.082, pair=24.094, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:55,  1.37it/s, loss=0.082, pair=24.094, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:55,  1.37it/s, loss=0.056, pair=19.781, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:48,  1.45it/s, loss=0.056, pair=19.781, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:48,  1.45it/s, loss=0.088, pair=24.312, adv=3.351, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:52,  1.39it/s, loss=0.088, pair=24.312, adv=3.351, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:52,  1.39it/s, loss=0.053, pair=19.281, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 178/333 [02:02<01:45,  1.46it/s, loss=0.053, pair=19.281, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.46it/s, loss=0.148, pair=24.594, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.148, pair=24.594, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.069, pair=17.688, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.47it/s, loss=0.069, pair=17.688, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.47it/s, loss=0.117, pair=27.828, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 181/333 [02:04<01:51,  1.36it/s, loss=0.117, pair=27.828, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:51,  1.36it/s, loss=0.075, pair=23.219, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:44,  1.45it/s, loss=0.075, pair=23.219, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:44,  1.45it/s, loss=0.097, pair=23.406, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.40it/s, loss=0.097, pair=23.406, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.40it/s, loss=0.087, pair=22.031, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 184/333 [02:06<01:41,  1.47it/s, loss=0.087, pair=22.031, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:41,  1.47it/s, loss=0.100, pair=30.219, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:45,  1.41it/s, loss=0.100, pair=30.219, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.41it/s, loss=0.078, pair=25.047, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:40,  1.46it/s, loss=0.078, pair=25.047, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:40,  1.46it/s, loss=0.121, pair=25.547, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.42it/s, loss=0.121, pair=25.547, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.42it/s, loss=0.064, pair=31.969, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:36,  1.50it/s, loss=0.064, pair=31.969, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.120, pair=21.500, adv=3.346, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.39it/s, loss=0.120, pair=21.500, adv=3.346, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:43,  1.39it/s, loss=0.051, pair=29.719, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.45it/s, loss=0.051, pair=29.719, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.45it/s, loss=0.239, pair=24.812, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 191/333 [02:11<01:42,  1.38it/s, loss=0.239, pair=24.812, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:42,  1.38it/s, loss=0.051, pair=25.953, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:36,  1.46it/s, loss=0.051, pair=25.953, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:36,  1.46it/s, loss=0.095, pair=31.656, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.37it/s, loss=0.095, pair=31.656, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.37it/s, loss=0.090, pair=22.719, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:35,  1.46it/s, loss=0.090, pair=22.719, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:35,  1.46it/s, loss=0.109, pair=28.688, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:39,  1.39it/s, loss=0.109, pair=28.688, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:39,  1.39it/s, loss=0.085, pair=17.031, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:31,  1.49it/s, loss=0.085, pair=17.031, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:31,  1.49it/s, loss=0.083, pair=20.797, adv=3.412, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:38,  1.39it/s, loss=0.083, pair=20.797, adv=3.412, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:38,  1.39it/s, loss=0.073, pair=26.031, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:32,  1.46it/s, loss=0.073, pair=26.031, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.231, pair=25.469, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.41it/s, loss=0.231, pair=25.469, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:35,  1.41it/s, loss=0.087, pair=29.609, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.47it/s, loss=0.087, pair=29.609, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.47it/s, loss=0.124, pair=22.125, adv=3.342, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:33,  1.42it/s, loss=0.124, pair=22.125, adv=3.342, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:33,  1.42it/s, loss=0.060, pair=25.359, adv=3.327, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:28,  1.48it/s, loss=0.060, pair=25.359, adv=3.327, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:28,  1.48it/s, loss=0.118, pair=21.094, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:31,  1.43it/s, loss=0.118, pair=21.094, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:31,  1.43it/s, loss=0.069, pair=28.906, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:26,  1.49it/s, loss=0.069, pair=28.906, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:26,  1.49it/s, loss=0.330, pair=17.297, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:32,  1.38it/s, loss=0.330, pair=17.297, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:32,  1.38it/s, loss=0.134, pair=25.891, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:26,  1.46it/s, loss=0.134, pair=25.891, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:26,  1.46it/s, loss=0.435, pair=22.531, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.435, pair=22.531, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.074, pair=24.062, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:24,  1.48it/s, loss=0.074, pair=24.062, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:24,  1.48it/s, loss=0.102, pair=23.000, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:27,  1.41it/s, loss=0.102, pair=23.000, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:27,  1.41it/s, loss=0.096, pair=23.891, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.096, pair=23.891, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.129, pair=28.281, adv=3.388, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:25,  1.43it/s, loss=0.129, pair=28.281, adv=3.388, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:25,  1.43it/s, loss=0.075, pair=19.203, adv=3.323, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:22,  1.47it/s, loss=0.075, pair=19.203, adv=3.323, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.112, pair=28.125, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.41it/s, loss=0.112, pair=28.125, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.41it/s, loss=0.392, pair=23.688, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:21,  1.47it/s, loss=0.392, pair=23.688, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:21,  1.47it/s, loss=0.142, pair=26.391, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.142, pair=26.391, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.084, pair=29.609, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.084, pair=29.609, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.106, pair=17.578, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:21,  1.43it/s, loss=0.106, pair=17.578, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:21,  1.43it/s, loss=0.101, pair=31.219, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.101, pair=31.219, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.129, pair=24.625, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:21,  1.41it/s, loss=0.129, pair=24.625, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:21,  1.41it/s, loss=0.064, pair=20.656, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.064, pair=20.656, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.107, pair=29.234, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.107, pair=29.234, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.060, pair=24.266, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.060, pair=24.266, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:14,  1.49it/s, loss=0.126, pair=24.734, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.42it/s, loss=0.126, pair=24.734, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.42it/s, loss=0.065, pair=26.266, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:14,  1.47it/s, loss=0.065, pair=26.266, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:14,  1.47it/s, loss=0.115, pair=23.297, adv=3.331, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:16,  1.42it/s, loss=0.115, pair=23.297, adv=3.331, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:16,  1.42it/s, loss=0.059, pair=27.281, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.059, pair=27.281, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.183, pair=20.984, adv=3.394, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:12,  1.46it/s, loss=0.183, pair=20.984, adv=3.394, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:12,  1.46it/s, loss=0.080, pair=19.484, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:09,  1.51it/s, loss=0.080, pair=19.484, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:09,  1.51it/s, loss=0.254, pair=18.016, adv=3.312, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:11,  1.46it/s, loss=0.254, pair=18.016, adv=3.312, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:11,  1.46it/s, loss=0.118, pair=19.875, adv=3.324, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:08,  1.50it/s, loss=0.118, pair=19.875, adv=3.324, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.153, pair=20.172, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:14,  1.37it/s, loss=0.153, pair=20.172, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:14,  1.37it/s, loss=0.081, pair=23.688, adv=3.341, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:10,  1.43it/s, loss=0.081, pair=23.688, adv=3.341, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:10,  1.43it/s, loss=0.149, pair=24.250, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:11,  1.40it/s, loss=0.149, pair=24.250, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:11,  1.40it/s, loss=0.074, pair=19.984, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:06,  1.49it/s, loss=0.074, pair=19.984, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.137, pair=32.750, adv=3.354, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.41it/s, loss=0.137, pair=32.750, adv=3.354, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.41it/s, loss=0.087, pair=26.125, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:04,  1.49it/s, loss=0.087, pair=26.125, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.49it/s, loss=0.144, pair=24.031, adv=3.348, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.144, pair=24.031, adv=3.348, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.067, pair=28.297, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.49it/s, loss=0.067, pair=28.297, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:03,  1.49it/s, loss=0.138, pair=24.297, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.138, pair=24.297, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.087, pair=25.188, adv=3.295, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.48it/s, loss=0.087, pair=25.188, adv=3.295, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.127, pair=23.969, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.44it/s, loss=0.127, pair=23.969, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:03,  1.44it/s, loss=0.059, pair=27.234, adv=3.346, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.50it/s, loss=0.059, pair=27.234, adv=3.346, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.50it/s, loss=0.138, pair=23.469, adv=3.321, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:01,  1.46it/s, loss=0.138, pair=23.469, adv=3.321, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:01,  1.46it/s, loss=0.057, pair=20.656, adv=3.309, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.51it/s, loss=0.057, pair=20.656, adv=3.309, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.51it/s, loss=0.364, pair=20.125, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:00,  1.45it/s, loss=0.364, pair=20.125, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:00,  1.45it/s, loss=0.109, pair=20.312, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:57,  1.50it/s, loss=0.109, pair=20.312, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.211, pair=29.812, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.211, pair=29.812, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.069, pair=18.844, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.49it/s, loss=0.069, pair=18.844, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.49it/s, loss=0.104, pair=26.750, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:58,  1.44it/s, loss=0.104, pair=26.750, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.070, pair=31.531, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.070, pair=31.531, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.098, pair=22.062, adv=3.355, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.098, pair=22.062, adv=3.355, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.075, pair=26.625, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:54,  1.50it/s, loss=0.075, pair=26.625, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.50it/s, loss=0.107, pair=22.500, adv=3.358, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:56,  1.42it/s, loss=0.107, pair=22.500, adv=3.358, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.42it/s, loss=0.070, pair=23.188, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.47it/s, loss=0.070, pair=23.188, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.47it/s, loss=0.230, pair=22.516, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.42it/s, loss=0.230, pair=22.516, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.42it/s, loss=0.074, pair=21.281, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.50it/s, loss=0.074, pair=21.281, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.50it/s, loss=0.109, pair=19.625, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.109, pair=19.625, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:54,  1.39it/s, loss=0.052, pair=23.422, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:51,  1.47it/s, loss=0.052, pair=23.422, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:51,  1.47it/s, loss=0.100, pair=25.297, adv=3.320, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:53,  1.38it/s, loss=0.100, pair=25.297, adv=3.320, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:53,  1.38it/s, loss=0.058, pair=28.766, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.47it/s, loss=0.058, pair=28.766, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.47it/s, loss=0.204, pair=15.766, adv=3.328, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:51,  1.41it/s, loss=0.204, pair=15.766, adv=3.328, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:51,  1.41it/s, loss=0.070, pair=23.203, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:48,  1.47it/s, loss=0.070, pair=23.203, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:48,  1.47it/s, loss=0.083, pair=22.391, adv=3.335, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:50,  1.38it/s, loss=0.083, pair=22.391, adv=3.335, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:50,  1.38it/s, loss=0.088, pair=21.516, adv=3.348, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:47,  1.46it/s, loss=0.088, pair=21.516, adv=3.348, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:47,  1.46it/s, loss=0.090, pair=25.938, adv=3.324, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:49,  1.39it/s, loss=0.090, pair=25.938, adv=3.324, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:49,  1.39it/s, loss=0.075, pair=21.234, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:46,  1.45it/s, loss=0.075, pair=21.234, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:46,  1.45it/s, loss=0.099, pair=25.156, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.42it/s, loss=0.099, pair=25.156, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.42it/s, loss=0.057, pair=25.344, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:43,  1.51it/s, loss=0.057, pair=25.344, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.101, pair=20.906, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.101, pair=20.906, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.44it/s, loss=0.050, pair=21.594, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.050, pair=21.594, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.49it/s, loss=0.102, pair=22.281, adv=3.333, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.41it/s, loss=0.102, pair=22.281, adv=3.333, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.41it/s, loss=0.057, pair=26.500, adv=3.330, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.057, pair=26.500, adv=3.330, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.48it/s, loss=0.114, pair=24.844, adv=3.321, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.41it/s, loss=0.114, pair=24.844, adv=3.321, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.41it/s, loss=0.073, pair=27.656, adv=3.377, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.073, pair=27.656, adv=3.377, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:40,  1.47it/s, loss=0.113, pair=27.906, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:42,  1.37it/s, loss=0.113, pair=27.906, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:42,  1.37it/s, loss=0.051, pair=22.469, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:39,  1.44it/s, loss=0.051, pair=22.469, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:39,  1.44it/s, loss=0.143, pair=21.875, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.41it/s, loss=0.143, pair=21.875, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.41it/s, loss=0.057, pair=20.500, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.057, pair=20.500, adv=3.344, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.114, pair=23.656, adv=3.343, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.44it/s, loss=0.114, pair=23.656, adv=3.343, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:37,  1.44it/s, loss=0.069, pair=29.531, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:34,  1.52it/s, loss=0.069, pair=29.531, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:34,  1.52it/s, loss=0.079, pair=28.703, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.079, pair=28.703, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.059, pair=26.344, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.059, pair=26.344, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.221, pair=21.344, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:36,  1.37it/s, loss=0.221, pair=21.344, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:36,  1.37it/s, loss=0.079, pair=27.734, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:34,  1.44it/s, loss=0.079, pair=27.734, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:34,  1.44it/s, loss=0.140, pair=29.531, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:35,  1.34it/s, loss=0.140, pair=29.531, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:35,  1.34it/s, loss=0.060, pair=25.781, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:33,  1.42it/s, loss=0.060, pair=25.781, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:33,  1.42it/s, loss=0.084, pair=16.719, adv=3.337, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:33,  1.37it/s, loss=0.084, pair=16.719, adv=3.337, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:33,  1.37it/s, loss=0.058, pair=15.969, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:31,  1.45it/s, loss=0.058, pair=15.969, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:31,  1.45it/s, loss=0.094, pair=21.016, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:32,  1.35it/s, loss=0.094, pair=21.016, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:32,  1.35it/s, loss=0.060, pair=13.578, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:30,  1.42it/s, loss=0.060, pair=13.578, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:30,  1.42it/s, loss=0.105, pair=23.766, adv=3.329, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:30,  1.40it/s, loss=0.105, pair=23.766, adv=3.329, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:30,  1.40it/s, loss=0.077, pair=28.078, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.48it/s, loss=0.077, pair=28.078, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.48it/s, loss=0.120, pair=19.828, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.40it/s, loss=0.120, pair=19.828, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.40it/s, loss=0.064, pair=24.219, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.064, pair=24.219, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.119, pair=20.156, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.119, pair=20.156, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.43it/s, loss=0.073, pair=24.375, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.51it/s, loss=0.073, pair=24.375, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.51it/s, loss=0.593, pair=19.219, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.44it/s, loss=0.593, pair=19.219, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.44it/s, loss=0.052, pair=31.406, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.49it/s, loss=0.052, pair=31.406, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.49it/s, loss=0.143, pair=31.062, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.41it/s, loss=0.143, pair=31.062, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:24,  1.41it/s, loss=0.083, pair=25.297, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:21,  1.51it/s, loss=0.083, pair=25.297, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:21,  1.51it/s, loss=0.110, pair=30.109, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.40it/s, loss=0.110, pair=30.109, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.40it/s, loss=0.076, pair=19.312, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:21,  1.46it/s, loss=0.076, pair=19.312, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:21,  1.46it/s, loss=0.175, pair=23.375, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.41it/s, loss=0.175, pair=23.375, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.41it/s, loss=0.142, pair=24.641, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.50it/s, loss=0.142, pair=24.641, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.50it/s, loss=0.100, pair=26.125, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.43it/s, loss=0.100, pair=26.125, adv=3.339, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.43it/s, loss=0.059, pair=26.453, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.059, pair=26.453, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.48it/s, loss=0.091, pair=25.219, adv=3.342, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.43it/s, loss=0.091, pair=25.219, adv=3.342, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.43it/s, loss=0.101, pair=32.125, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.50it/s, loss=0.101, pair=32.125, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.50it/s, loss=0.214, pair=22.016, adv=3.420, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.214, pair=22.016, adv=3.420, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.44it/s, loss=0.056, pair=22.125, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.52it/s, loss=0.056, pair=22.125, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.52it/s, loss=0.201, pair=17.781, adv=3.345, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.43it/s, loss=0.201, pair=17.781, adv=3.345, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.43it/s, loss=0.061, pair=27.094, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.061, pair=27.094, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.204, pair=22.609, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:13,  1.43it/s, loss=0.204, pair=22.609, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:13,  1.43it/s, loss=0.069, pair=22.125, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.069, pair=22.125, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.51it/s, loss=0.137, pair=27.188, adv=3.326, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.137, pair=27.188, adv=3.326, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.42it/s, loss=0.069, pair=26.844, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.069, pair=26.844, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.49it/s, loss=0.117, pair=31.047, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.117, pair=31.047, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.059, pair=25.625, adv=3.351, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.059, pair=25.625, adv=3.351, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.47it/s, loss=0.095, pair=20.234, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.095, pair=20.234, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.44it/s, loss=0.064, pair=26.359, adv=3.341, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.064, pair=26.359, adv=3.341, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.092, pair=25.922, adv=3.388, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.36it/s, loss=0.092, pair=25.922, adv=3.388, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.36it/s, loss=0.058, pair=26.578, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.45it/s, loss=0.058, pair=26.578, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.45it/s, loss=0.127, pair=25.078, adv=3.320, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.127, pair=25.078, adv=3.320, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.060, pair=28.812, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.45it/s, loss=0.060, pair=28.812, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.45it/s, loss=0.110, pair=27.656, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.110, pair=27.656, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.43it/s, loss=0.052, pair=24.969, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.052, pair=24.969, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.095, pair=24.578, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.095, pair=24.578, adv=3.338, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.077, pair=28.297, adv=3.333, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.077, pair=28.297, adv=3.333, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.318, pair=26.516, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.318, pair=26.516, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.055, pair=25.234, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:01,  1.50it/s, loss=0.055, pair=25.234, adv=3.340, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:01,  1.50it/s, loss=0.147, pair=30.641, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.40it/s, loss=0.147, pair=30.641, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.40it/s, loss=0.066, pair=22.922, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.066, pair=22.922, adv=3.372, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.49it/s, loss=0.132, pair=27.250, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|█| 333/333 [03:50<00:00,  1.46it/s, loss=0.132, pair=27.250, adv=3.374, sprd=0.0
                                                                                                              
Epoch 007/60 [S1:deg_only]  loss=0.1296  mat=0.3477  sens=24.7249  pair=23.7184  adv=3.3635(rand=3.37)  deg=0.0474  orth=0.0272  spread=0.0027  q_mean=50.9  q_std=18.9  α=0.10 β=0.00 γ=1.00 λ_grl=0.462  lr=9.77e-05  230s

Ep 008/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 008/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.119, pair=32.750, adv=3.378, sprd=0.001]
Ep 008/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:07,  1.11s/it, loss=0.119, pair=32.750, adv=3.378, sprd=0.001
Ep 008/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:07,  1.11s/it, loss=0.068, pair=24.391, adv=3.372, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:32,  1.22it/s, loss=0.068, pair=24.391, adv=3.372, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:32,  1.22it/s, loss=0.090, pair=20.203, adv=3.422, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:29,  1.22it/s, loss=0.090, pair=20.203, adv=3.422, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:29,  1.22it/s, loss=0.067, pair=26.297, adv=3.407, sprd=0.003
Ep 008/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:02,  1.36it/s, loss=0.067, pair=26.297, adv=3.407, sprd=0.003
Ep 008/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:02,  1.36it/s, loss=0.104, pair=20.984, adv=3.356, sprd=0.003
Ep 008/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:05,  1.33it/s, loss=0.104, pair=20.984, adv=3.356, sprd=0.003
Ep 008/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:05,  1.33it/s, loss=0.049, pair=30.359, adv=3.367, sprd=0.001
Ep 008/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:49,  1.43it/s, loss=0.049, pair=30.359, adv=3.367, sprd=0.001
Ep 008/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:49,  1.43it/s, loss=0.177, pair=26.125, adv=3.342, sprd=0.003
Ep 008/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.37it/s, loss=0.177, pair=26.125, adv=3.342, sprd=0.003
Ep 008/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.37it/s, loss=0.055, pair=29.562, adv=3.361, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:43,  1.46it/s, loss=0.055, pair=29.562, adv=3.361, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:43,  1.46it/s, loss=0.094, pair=25.703, adv=3.376, sprd=0.003
Ep 008/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:49,  1.41it/s, loss=0.094, pair=25.703, adv=3.376, sprd=0.003
Ep 008/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:49,  1.41it/s, loss=0.057, pair=22.172, adv=3.433, sprd=0.002
Ep 008/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:38,  1.48it/s, loss=0.057, pair=22.172, adv=3.433, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:38,  1.48it/s, loss=0.108, pair=26.406, adv=3.376, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:47,  1.41it/s, loss=0.108, pair=26.406, adv=3.376, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:47,  1.41it/s, loss=0.059, pair=27.625, adv=3.415, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:38,  1.47it/s, loss=0.059, pair=27.625, adv=3.415, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:38,  1.47it/s, loss=0.093, pair=19.203, adv=3.369, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:41,  1.44it/s, loss=0.093, pair=19.203, adv=3.369, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:41,  1.44it/s, loss=0.078, pair=23.266, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:28,  1.53it/s, loss=0.078, pair=23.266, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:28,  1.53it/s, loss=0.181, pair=23.844, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:38,  1.46it/s, loss=0.181, pair=23.844, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:38,  1.46it/s, loss=0.068, pair=25.016, adv=3.348, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:30,  1.51it/s, loss=0.068, pair=25.016, adv=3.348, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:30,  1.51it/s, loss=0.116, pair=26.188, adv=3.329, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.116, pair=26.188, adv=3.329, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.073, pair=24.953, adv=3.387, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:28,  1.51it/s, loss=0.073, pair=24.953, adv=3.387, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:28,  1.51it/s, loss=0.090, pair=19.500, adv=3.331, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:45,  1.40it/s, loss=0.090, pair=19.500, adv=3.331, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:45,  1.40it/s, loss=0.108, pair=31.109, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:35,  1.45it/s, loss=0.108, pair=31.109, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:35,  1.45it/s, loss=0.083, pair=29.922, adv=3.343, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:38,  1.43it/s, loss=0.083, pair=29.922, adv=3.343, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:38,  1.43it/s, loss=0.064, pair=22.000, adv=3.360, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:30,  1.48it/s, loss=0.064, pair=22.000, adv=3.360, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:30,  1.48it/s, loss=0.089, pair=26.547, adv=3.354, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.089, pair=26.547, adv=3.354, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.061, pair=29.016, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:31,  1.46it/s, loss=0.061, pair=29.016, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.142, pair=22.422, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:39,  1.41it/s, loss=0.142, pair=22.422, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:39,  1.41it/s, loss=0.071, pair=27.375, adv=3.394, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:27,  1.48it/s, loss=0.071, pair=27.375, adv=3.394, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:27,  1.48it/s, loss=0.093, pair=29.500, adv=3.371, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:36,  1.41it/s, loss=0.093, pair=29.500, adv=3.371, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:36,  1.41it/s, loss=0.060, pair=18.469, adv=3.369, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:23,  1.50it/s, loss=0.060, pair=18.469, adv=3.369, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:23,  1.50it/s, loss=0.076, pair=24.703, adv=3.350, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:42,  1.36it/s, loss=0.076, pair=24.703, adv=3.350, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:42,  1.36it/s, loss=0.062, pair=31.453, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:30,  1.44it/s, loss=0.062, pair=31.453, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:30,  1.44it/s, loss=0.112, pair=24.188, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:37,  1.39it/s, loss=0.112, pair=24.188, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:37,  1.39it/s, loss=0.079, pair=22.469, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:26,  1.46it/s, loss=0.079, pair=22.469, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:26,  1.46it/s, loss=0.099, pair=34.969, adv=3.362, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:33,  1.41it/s, loss=0.099, pair=34.969, adv=3.362, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:33,  1.41it/s, loss=0.065, pair=24.828, adv=3.357, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:22,  1.48it/s, loss=0.065, pair=24.828, adv=3.357, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:22,  1.48it/s, loss=0.106, pair=15.617, adv=3.402, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:31,  1.41it/s, loss=0.106, pair=15.617, adv=3.402, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:31,  1.41it/s, loss=0.066, pair=25.000, adv=3.395, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:20,  1.48it/s, loss=0.066, pair=25.000, adv=3.395, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 36/333 [00:26<03:20,  1.48it/s, loss=0.164, pair=25.828, adv=3.375, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:28,  1.42it/s, loss=0.164, pair=25.828, adv=3.375, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:28,  1.42it/s, loss=0.064, pair=29.219, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:20,  1.47it/s, loss=0.064, pair=29.219, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:20,  1.47it/s, loss=0.093, pair=29.703, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.093, pair=29.703, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:24,  1.44it/s, loss=0.047, pair=27.859, adv=3.383, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.047, pair=27.859, adv=3.383, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.100, pair=25.312, adv=3.383, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:23,  1.44it/s, loss=0.100, pair=25.312, adv=3.383, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:23,  1.44it/s, loss=0.073, pair=16.453, adv=3.400, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:11,  1.52it/s, loss=0.073, pair=16.453, adv=3.400, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:11,  1.52it/s, loss=0.194, pair=15.539, adv=3.372, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.194, pair=15.539, adv=3.372, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.055, pair=33.656, adv=3.376, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.055, pair=33.656, adv=3.376, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.193, pair=25.922, adv=3.368, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:20,  1.44it/s, loss=0.193, pair=25.922, adv=3.368, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:20,  1.44it/s, loss=0.054, pair=20.000, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:13,  1.48it/s, loss=0.054, pair=20.000, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:13,  1.48it/s, loss=0.090, pair=17.734, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:31,  1.35it/s, loss=0.090, pair=17.734, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:31,  1.35it/s, loss=0.164, pair=22.984, adv=3.387, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:19,  1.43it/s, loss=0.164, pair=22.984, adv=3.387, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:19,  1.43it/s, loss=0.090, pair=22.219, adv=3.352, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:26,  1.38it/s, loss=0.090, pair=22.219, adv=3.352, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 49/333 [00:35<03:26,  1.38it/s, loss=0.062, pair=28.938, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:16,  1.44it/s, loss=0.062, pair=28.938, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:16,  1.44it/s, loss=0.200, pair=23.703, adv=3.356, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:21,  1.40it/s, loss=0.200, pair=23.703, adv=3.356, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:21,  1.40it/s, loss=0.049, pair=20.625, adv=3.394, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:11,  1.47it/s, loss=0.049, pair=20.625, adv=3.394, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 52/333 [00:37<03:11,  1.47it/s, loss=0.079, pair=14.117, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.079, pair=14.117, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.058, pair=28.953, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:09,  1.48it/s, loss=0.058, pair=28.953, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:09,  1.48it/s, loss=0.108, pair=29.141, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:15,  1.42it/s, loss=0.108, pair=29.141, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 55/333 [00:39<03:15,  1.42it/s, loss=0.082, pair=25.312, adv=3.338, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:06,  1.49it/s, loss=0.082, pair=25.312, adv=3.338, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:06,  1.49it/s, loss=0.095, pair=26.484, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:14,  1.42it/s, loss=0.095, pair=26.484, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:14,  1.42it/s, loss=0.085, pair=22.734, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.085, pair=22.734, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:03,  1.50it/s, loss=0.163, pair=22.797, adv=3.340, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.163, pair=22.797, adv=3.340, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.055, pair=25.250, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:01,  1.51it/s, loss=0.055, pair=25.250, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:01,  1.51it/s, loss=0.101, pair=22.078, adv=3.368, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:07,  1.45it/s, loss=0.101, pair=22.078, adv=3.368, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:07,  1.45it/s, loss=0.063, pair=28.219, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.063, pair=28.219, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.087, pair=29.250, adv=3.354, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:10,  1.42it/s, loss=0.087, pair=29.250, adv=3.354, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:10,  1.42it/s, loss=0.044, pair=23.969, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:02,  1.47it/s, loss=0.044, pair=23.969, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:02,  1.47it/s, loss=0.095, pair=28.234, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:12,  1.39it/s, loss=0.095, pair=28.234, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 65/333 [00:46<03:12,  1.39it/s, loss=0.069, pair=21.641, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.069, pair=21.641, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.095, pair=21.859, adv=3.360, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:05,  1.44it/s, loss=0.095, pair=21.859, adv=3.360, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:05,  1.44it/s, loss=0.081, pair=27.125, adv=3.369, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.50it/s, loss=0.081, pair=27.125, adv=3.369, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<02:57,  1.50it/s, loss=0.105, pair=20.500, adv=3.362, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:06,  1.41it/s, loss=0.105, pair=20.500, adv=3.362, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:06,  1.41it/s, loss=0.081, pair=25.969, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:57,  1.48it/s, loss=0.081, pair=25.969, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:57,  1.48it/s, loss=0.091, pair=28.656, adv=3.402, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.091, pair=28.656, adv=3.402, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 71/333 [00:50<03:04,  1.42it/s, loss=0.054, pair=25.672, adv=3.335, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:55,  1.48it/s, loss=0.054, pair=25.672, adv=3.335, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:55,  1.48it/s, loss=0.189, pair=23.438, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<02:59,  1.45it/s, loss=0.189, pair=23.438, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<02:59,  1.45it/s, loss=0.061, pair=22.906, adv=3.372, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:52,  1.50it/s, loss=0.061, pair=22.906, adv=3.372, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:52,  1.50it/s, loss=0.118, pair=27.328, adv=3.359, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.41it/s, loss=0.118, pair=27.328, adv=3.359, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.41it/s, loss=0.057, pair=25.766, adv=3.386, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:52,  1.49it/s, loss=0.057, pair=25.766, adv=3.386, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:52,  1.49it/s, loss=0.108, pair=29.766, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.108, pair=29.766, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<02:56,  1.45it/s, loss=0.072, pair=17.188, adv=3.356, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:48,  1.51it/s, loss=0.072, pair=17.188, adv=3.356, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:48,  1.51it/s, loss=0.089, pair=18.281, adv=3.348, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:58,  1.42it/s, loss=0.089, pair=18.281, adv=3.348, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:58,  1.42it/s, loss=0.061, pair=31.062, adv=3.384, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:49,  1.49it/s, loss=0.061, pair=31.062, adv=3.384, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.076, pair=30.922, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.076, pair=30.922, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.082, pair=24.031, adv=3.363, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:48,  1.49it/s, loss=0.082, pair=24.031, adv=3.363, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.112, pair=25.438, adv=3.373, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:57,  1.41it/s, loss=0.112, pair=25.438, adv=3.373, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:57,  1.41it/s, loss=0.071, pair=26.953, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:47,  1.49it/s, loss=0.071, pair=26.953, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:47,  1.49it/s, loss=0.149, pair=21.562, adv=3.358, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.149, pair=21.562, adv=3.358, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.060, pair=22.938, adv=3.336, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:46,  1.48it/s, loss=0.060, pair=22.938, adv=3.336, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:46,  1.48it/s, loss=0.089, pair=25.703, adv=3.305, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<03:00,  1.37it/s, loss=0.089, pair=25.703, adv=3.305, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<03:00,  1.37it/s, loss=0.069, pair=24.281, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:50,  1.44it/s, loss=0.069, pair=24.281, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:50,  1.44it/s, loss=0.124, pair=22.359, adv=3.353, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:52,  1.41it/s, loss=0.124, pair=22.359, adv=3.353, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:52,  1.41it/s, loss=0.109, pair=14.055, adv=3.391, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.109, pair=14.055, adv=3.391, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:45,  1.47it/s, loss=0.074, pair=25.094, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.074, pair=25.094, adv=3.367, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.066, pair=27.281, adv=3.336, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:41,  1.49it/s, loss=0.066, pair=27.281, adv=3.336, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:41,  1.49it/s, loss=0.093, pair=26.016, adv=3.361, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.093, pair=26.016, adv=3.361, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:47,  1.43it/s, loss=0.059, pair=21.188, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.50it/s, loss=0.059, pair=21.188, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 94/333 [01:06<02:39,  1.50it/s, loss=0.165, pair=24.656, adv=3.372, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.165, pair=24.656, adv=3.372, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.061, pair=27.406, adv=3.346, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:39,  1.49it/s, loss=0.061, pair=27.406, adv=3.346, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:39,  1.49it/s, loss=0.204, pair=22.328, adv=3.396, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:43,  1.44it/s, loss=0.204, pair=22.328, adv=3.396, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:43,  1.44it/s, loss=0.093, pair=34.500, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:34,  1.52it/s, loss=0.093, pair=34.500, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:34,  1.52it/s, loss=0.084, pair=25.094, adv=3.391, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:44,  1.42it/s, loss=0.084, pair=25.094, adv=3.391, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:44,  1.42it/s, loss=0.052, pair=25.578, adv=3.380, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.052, pair=25.578, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:35,  1.50it/s, loss=0.134, pair=27.859, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.134, pair=27.859, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.065, pair=24.172, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.47it/s, loss=0.065, pair=24.172, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.47it/s, loss=0.084, pair=24.844, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:47,  1.38it/s, loss=0.084, pair=24.844, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:47,  1.38it/s, loss=0.099, pair=28.219, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.099, pair=28.219, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.123, pair=28.141, adv=3.373, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:38,  1.44it/s, loss=0.123, pair=28.141, adv=3.373, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:38,  1.44it/s, loss=0.067, pair=29.016, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.067, pair=29.016, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.100, pair=27.578, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.100, pair=27.578, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.061, pair=34.531, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:32,  1.47it/s, loss=0.061, pair=34.531, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:32,  1.47it/s, loss=0.088, pair=24.750, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:37,  1.43it/s, loss=0.088, pair=24.750, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:37,  1.43it/s, loss=0.056, pair=25.438, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:29,  1.50it/s, loss=0.056, pair=25.438, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:29,  1.50it/s, loss=0.095, pair=18.797, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.095, pair=18.797, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.057, pair=23.312, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.057, pair=23.312, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:31,  1.46it/s, loss=0.119, pair=23.766, adv=3.354, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.119, pair=23.766, adv=3.354, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:36,  1.41it/s, loss=0.053, pair=20.141, adv=3.356, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:28,  1.48it/s, loss=0.053, pair=20.141, adv=3.356, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:28,  1.48it/s, loss=0.079, pair=31.859, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:34,  1.41it/s, loss=0.079, pair=31.859, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:34,  1.41it/s, loss=0.264, pair=28.641, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.264, pair=28.641, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:25,  1.49it/s, loss=0.084, pair=25.578, adv=3.339, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.42it/s, loss=0.084, pair=25.578, adv=3.339, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.42it/s, loss=0.039, pair=20.969, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:24,  1.49it/s, loss=0.039, pair=20.969, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:24,  1.49it/s, loss=0.168, pair=29.828, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.168, pair=29.828, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:28,  1.44it/s, loss=0.056, pair=27.969, adv=3.356, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.49it/s, loss=0.056, pair=27.969, adv=3.356, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.49it/s, loss=0.122, pair=23.516, adv=3.325, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:28,  1.43it/s, loss=0.122, pair=23.516, adv=3.325, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:28,  1.43it/s, loss=0.077, pair=34.938, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.077, pair=34.938, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.085, pair=25.484, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.42it/s, loss=0.085, pair=25.484, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.42it/s, loss=0.051, pair=23.031, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:22,  1.47it/s, loss=0.051, pair=23.031, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.104, pair=15.914, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:27,  1.41it/s, loss=0.104, pair=15.914, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:27,  1.41it/s, loss=0.051, pair=19.203, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.47it/s, loss=0.051, pair=19.203, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:21,  1.47it/s, loss=0.171, pair=25.000, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.171, pair=25.000, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.069, pair=23.000, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:17,  1.49it/s, loss=0.069, pair=23.000, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:17,  1.49it/s, loss=0.107, pair=26.375, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:28,  1.38it/s, loss=0.107, pair=26.375, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:28,  1.38it/s, loss=0.062, pair=30.750, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.062, pair=30.750, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.205, pair=27.094, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:23,  1.40it/s, loss=0.205, pair=27.094, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:23,  1.40it/s, loss=0.069, pair=31.578, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:14,  1.49it/s, loss=0.069, pair=31.578, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:14,  1.49it/s, loss=0.082, pair=19.109, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:18,  1.44it/s, loss=0.082, pair=19.109, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:18,  1.44it/s, loss=0.057, pair=23.469, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:11,  1.51it/s, loss=0.057, pair=23.469, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:11,  1.51it/s, loss=0.088, pair=22.234, adv=3.337, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:22,  1.39it/s, loss=0.088, pair=22.234, adv=3.337, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:22,  1.39it/s, loss=0.051, pair=31.031, adv=3.430, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.47it/s, loss=0.051, pair=31.031, adv=3.430, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:13,  1.47it/s, loss=0.082, pair=25.906, adv=3.330, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.38it/s, loss=0.082, pair=25.906, adv=3.330, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.38it/s, loss=0.071, pair=31.500, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:15,  1.44it/s, loss=0.071, pair=31.500, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:15,  1.44it/s, loss=0.191, pair=28.109, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.191, pair=28.109, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:17,  1.41it/s, loss=0.060, pair=26.078, adv=3.375, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:08,  1.50it/s, loss=0.060, pair=26.078, adv=3.375, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:08,  1.50it/s, loss=0.100, pair=21.859, adv=3.338, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:16,  1.41it/s, loss=0.100, pair=21.859, adv=3.338, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:16,  1.41it/s, loss=0.065, pair=29.125, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.065, pair=29.125, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:08,  1.49it/s, loss=0.081, pair=21.078, adv=3.342, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.45it/s, loss=0.081, pair=21.078, adv=3.342, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.45it/s, loss=0.056, pair=22.141, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:05,  1.51it/s, loss=0.056, pair=22.141, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:05,  1.51it/s, loss=0.082, pair=28.922, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:13,  1.41it/s, loss=0.082, pair=28.922, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:13,  1.41it/s, loss=0.055, pair=26.250, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:06,  1.47it/s, loss=0.055, pair=26.250, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 146/333 [01:42<02:06,  1.47it/s, loss=0.104, pair=26.531, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:14,  1.38it/s, loss=0.104, pair=26.531, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:14,  1.38it/s, loss=0.059, pair=24.047, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:05,  1.48it/s, loss=0.059, pair=24.047, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:05,  1.48it/s, loss=0.095, pair=28.547, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.095, pair=28.547, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.087, pair=26.703, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.087, pair=26.703, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.116, pair=18.250, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.116, pair=18.250, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:07,  1.43it/s, loss=0.062, pair=27.047, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.062, pair=27.047, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:03,  1.47it/s, loss=0.114, pair=29.375, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.114, pair=29.375, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.065, pair=25.828, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:05,  1.43it/s, loss=0.065, pair=25.828, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:05,  1.43it/s, loss=0.098, pair=23.500, adv=3.374, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:08,  1.38it/s, loss=0.098, pair=23.500, adv=3.374, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:08,  1.38it/s, loss=0.053, pair=25.422, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<02:01,  1.46it/s, loss=0.053, pair=25.422, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 156/333 [01:49<02:01,  1.46it/s, loss=0.079, pair=27.500, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:05,  1.40it/s, loss=0.079, pair=27.500, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:05,  1.40it/s, loss=0.056, pair=23.438, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:59,  1.46it/s, loss=0.056, pair=23.438, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:59,  1.46it/s, loss=0.210, pair=27.672, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.210, pair=27.672, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.064, pair=26.172, adv=3.348, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:55,  1.50it/s, loss=0.064, pair=26.172, adv=3.348, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:55,  1.50it/s, loss=0.080, pair=30.938, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:03,  1.39it/s, loss=0.080, pair=30.938, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:03,  1.39it/s, loss=0.064, pair=17.969, adv=3.344, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.49it/s, loss=0.064, pair=17.969, adv=3.344, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 162/333 [01:53<01:55,  1.49it/s, loss=0.079, pair=27.547, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.44it/s, loss=0.079, pair=27.547, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.44it/s, loss=0.052, pair=25.891, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.052, pair=25.891, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.101, pair=23.516, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:57,  1.43it/s, loss=0.101, pair=23.516, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 165/333 [01:55<01:57,  1.43it/s, loss=0.062, pair=22.000, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:52,  1.48it/s, loss=0.062, pair=22.000, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:52,  1.48it/s, loss=0.111, pair=17.953, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.111, pair=17.953, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:55,  1.43it/s, loss=0.114, pair=29.922, adv=3.361, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.114, pair=29.922, adv=3.361, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:50,  1.49it/s, loss=0.093, pair=29.172, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:55,  1.42it/s, loss=0.093, pair=29.172, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:55,  1.42it/s, loss=0.072, pair=32.781, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.072, pair=32.781, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.096, pair=27.172, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.096, pair=27.172, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:53,  1.43it/s, loss=0.047, pair=27.938, adv=3.370, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:48,  1.49it/s, loss=0.047, pair=27.938, adv=3.370, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 172/333 [02:00<01:48,  1.49it/s, loss=0.134, pair=20.328, adv=3.352, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:54,  1.40it/s, loss=0.134, pair=20.328, adv=3.352, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:54,  1.40it/s, loss=0.071, pair=24.500, adv=3.354, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:48,  1.47it/s, loss=0.071, pair=24.500, adv=3.354, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:48,  1.47it/s, loss=0.097, pair=25.656, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:52,  1.40it/s, loss=0.097, pair=25.656, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 175/333 [02:02<01:52,  1.40it/s, loss=0.057, pair=25.203, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:47,  1.46it/s, loss=0.057, pair=25.203, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:47,  1.46it/s, loss=0.091, pair=34.438, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:50,  1.42it/s, loss=0.091, pair=34.438, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:50,  1.42it/s, loss=0.486, pair=29.766, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.486, pair=29.766, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 178/333 [02:04<01:45,  1.47it/s, loss=0.091, pair=28.047, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:46,  1.44it/s, loss=0.091, pair=28.047, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:46,  1.44it/s, loss=0.054, pair=18.328, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:40,  1.52it/s, loss=0.054, pair=18.328, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:40,  1.52it/s, loss=0.196, pair=30.875, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:44,  1.45it/s, loss=0.196, pair=30.875, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:44,  1.45it/s, loss=0.074, pair=23.719, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.074, pair=23.719, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.082, pair=23.234, adv=3.342, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:45,  1.43it/s, loss=0.082, pair=23.234, adv=3.342, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:45,  1.43it/s, loss=0.051, pair=20.141, adv=3.339, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:39,  1.49it/s, loss=0.051, pair=20.141, adv=3.339, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:39,  1.49it/s, loss=0.092, pair=18.141, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.092, pair=18.141, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.061, pair=25.844, adv=3.330, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.061, pair=25.844, adv=3.330, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.114, pair=28.500, adv=3.348, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.41it/s, loss=0.114, pair=28.500, adv=3.348, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:43,  1.41it/s, loss=0.056, pair=21.594, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.056, pair=21.594, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 188/333 [02:11<01:39,  1.46it/s, loss=0.094, pair=28.172, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:44,  1.38it/s, loss=0.094, pair=28.172, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:44,  1.38it/s, loss=0.067, pair=28.719, adv=3.436, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.067, pair=28.719, adv=3.436, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:36,  1.48it/s, loss=0.102, pair=25.609, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:40,  1.41it/s, loss=0.102, pair=25.609, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 191/333 [02:13<01:40,  1.41it/s, loss=0.061, pair=24.938, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.061, pair=24.938, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.102, pair=26.516, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.102, pair=26.516, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:39,  1.41it/s, loss=0.060, pair=27.500, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:31,  1.52it/s, loss=0.060, pair=27.500, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:31,  1.52it/s, loss=0.153, pair=23.203, adv=3.341, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:35,  1.45it/s, loss=0.153, pair=23.203, adv=3.341, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:35,  1.45it/s, loss=0.069, pair=28.844, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:31,  1.50it/s, loss=0.069, pair=28.844, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:31,  1.50it/s, loss=0.094, pair=24.875, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:35,  1.42it/s, loss=0.094, pair=24.875, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:35,  1.42it/s, loss=0.071, pair=21.375, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.071, pair=21.375, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 198/333 [02:18<01:31,  1.48it/s, loss=0.107, pair=25.609, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:39,  1.35it/s, loss=0.107, pair=25.609, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:39,  1.35it/s, loss=0.076, pair=21.438, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:33,  1.42it/s, loss=0.076, pair=21.438, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:33,  1.42it/s, loss=0.080, pair=30.219, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:39,  1.32it/s, loss=0.080, pair=30.219, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 201/333 [02:20<01:39,  1.32it/s, loss=0.043, pair=24.688, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:33,  1.40it/s, loss=0.043, pair=24.688, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:33,  1.40it/s, loss=0.153, pair=26.969, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:35,  1.36it/s, loss=0.153, pair=26.969, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:35,  1.36it/s, loss=0.067, pair=32.938, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:30,  1.43it/s, loss=0.067, pair=32.938, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:30,  1.43it/s, loss=0.347, pair=23.625, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:31,  1.40it/s, loss=0.347, pair=23.625, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:31,  1.40it/s, loss=0.070, pair=21.344, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:26,  1.46it/s, loss=0.070, pair=21.344, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:26,  1.46it/s, loss=0.120, pair=21.453, adv=3.336, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:28,  1.43it/s, loss=0.120, pair=21.453, adv=3.336, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:28,  1.43it/s, loss=0.051, pair=29.359, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:23,  1.49it/s, loss=0.051, pair=29.359, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 208/333 [02:25<01:23,  1.49it/s, loss=0.099, pair=21.797, adv=3.327, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.43it/s, loss=0.099, pair=21.797, adv=3.327, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.43it/s, loss=0.051, pair=20.156, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.50it/s, loss=0.051, pair=20.156, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:22,  1.50it/s, loss=0.164, pair=24.953, adv=3.339, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.164, pair=24.953, adv=3.339, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 211/333 [02:27<01:26,  1.41it/s, loss=0.069, pair=25.531, adv=3.345, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.069, pair=25.531, adv=3.345, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.095, pair=28.250, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.095, pair=28.250, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:25,  1.40it/s, loss=0.057, pair=24.234, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.47it/s, loss=0.057, pair=24.234, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 214/333 [02:29<01:20,  1.47it/s, loss=0.080, pair=25.688, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.080, pair=25.688, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.050, pair=20.578, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.050, pair=20.578, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:19,  1.47it/s, loss=0.099, pair=26.125, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:22,  1.40it/s, loss=0.099, pair=26.125, adv=3.347, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 217/333 [02:31<01:22,  1.40it/s, loss=0.075, pair=27.516, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.075, pair=27.516, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.242, pair=20.344, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.242, pair=20.344, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:18,  1.45it/s, loss=0.080, pair=25.594, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.080, pair=25.594, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:15,  1.50it/s, loss=0.095, pair=22.641, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:17,  1.45it/s, loss=0.095, pair=22.641, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:17,  1.45it/s, loss=0.054, pair=25.062, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:13,  1.52it/s, loss=0.054, pair=25.062, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:13,  1.52it/s, loss=0.096, pair=25.484, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.096, pair=25.484, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:16,  1.44it/s, loss=0.049, pair=25.344, adv=3.370, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.48it/s, loss=0.049, pair=25.344, adv=3.370, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 224/333 [02:36<01:13,  1.48it/s, loss=0.099, pair=27.406, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.42it/s, loss=0.099, pair=27.406, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.42it/s, loss=0.110, pair=18.625, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.110, pair=18.625, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:11,  1.50it/s, loss=0.091, pair=25.047, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:12,  1.47it/s, loss=0.091, pair=25.047, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:12,  1.47it/s, loss=0.118, pair=27.047, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:08,  1.53it/s, loss=0.118, pair=27.047, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:08,  1.53it/s, loss=0.147, pair=21.859, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:11,  1.45it/s, loss=0.147, pair=21.859, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:11,  1.45it/s, loss=0.067, pair=20.188, adv=3.352, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.51it/s, loss=0.067, pair=20.188, adv=3.352, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 230/333 [02:40<01:08,  1.51it/s, loss=0.090, pair=21.391, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.43it/s, loss=0.090, pair=21.391, adv=3.371, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.43it/s, loss=0.054, pair=29.906, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.054, pair=29.906, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:08,  1.48it/s, loss=0.119, pair=28.844, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.42it/s, loss=0.119, pair=28.844, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 233/333 [02:42<01:10,  1.42it/s, loss=0.067, pair=21.875, adv=3.350, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.067, pair=21.875, adv=3.350, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.190, pair=29.047, adv=3.340, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:08,  1.43it/s, loss=0.190, pair=29.047, adv=3.340, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:08,  1.43it/s, loss=0.062, pair=18.656, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.50it/s, loss=0.062, pair=18.656, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:04,  1.50it/s, loss=0.114, pair=29.812, adv=3.373, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.114, pair=29.812, adv=3.373, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.065, pair=29.234, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.47it/s, loss=0.065, pair=29.234, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.47it/s, loss=0.281, pair=33.656, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.281, pair=33.656, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:06,  1.41it/s, loss=0.066, pair=31.938, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:03,  1.47it/s, loss=0.066, pair=31.938, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:03,  1.47it/s, loss=0.139, pair=20.672, adv=3.328, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:05,  1.41it/s, loss=0.139, pair=20.672, adv=3.328, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:05,  1.41it/s, loss=0.053, pair=29.469, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.47it/s, loss=0.053, pair=29.469, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:01,  1.47it/s, loss=0.115, pair=29.672, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.115, pair=29.672, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.065, pair=19.297, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<01:00,  1.46it/s, loss=0.065, pair=19.297, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.46it/s, loss=0.210, pair=29.625, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.41it/s, loss=0.210, pair=29.625, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:02,  1.41it/s, loss=0.063, pair=23.250, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.48it/s, loss=0.063, pair=23.250, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<00:58,  1.48it/s, loss=0.099, pair=29.016, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:01,  1.39it/s, loss=0.099, pair=29.016, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:01,  1.39it/s, loss=0.064, pair=19.625, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:58,  1.45it/s, loss=0.064, pair=19.625, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.45it/s, loss=0.162, pair=33.719, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.162, pair=33.719, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<01:01,  1.37it/s, loss=0.064, pair=25.188, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:57,  1.45it/s, loss=0.064, pair=25.188, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:57,  1.45it/s, loss=0.127, pair=22.750, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.44it/s, loss=0.127, pair=22.750, adv=3.382, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:57,  1.44it/s, loss=0.053, pair=18.812, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.48it/s, loss=0.053, pair=18.812, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:54,  1.48it/s, loss=0.126, pair=24.422, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.43it/s, loss=0.126, pair=24.422, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.43it/s, loss=0.048, pair=20.219, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.50it/s, loss=0.048, pair=20.219, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:52,  1.50it/s, loss=0.098, pair=22.734, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:55,  1.41it/s, loss=0.098, pair=22.734, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:55,  1.41it/s, loss=0.067, pair=27.406, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.50it/s, loss=0.067, pair=27.406, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 256/333 [02:58<00:51,  1.50it/s, loss=0.089, pair=28.531, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:53,  1.43it/s, loss=0.089, pair=28.531, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:53,  1.43it/s, loss=0.054, pair=28.938, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:49,  1.50it/s, loss=0.054, pair=28.938, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:49,  1.50it/s, loss=0.099, pair=18.312, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.43it/s, loss=0.099, pair=18.312, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 259/333 [03:00<00:51,  1.43it/s, loss=0.065, pair=27.391, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.48it/s, loss=0.065, pair=27.391, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.48it/s, loss=0.093, pair=22.688, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.093, pair=22.688, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.42it/s, loss=0.057, pair=29.609, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:48,  1.48it/s, loss=0.057, pair=29.609, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:48,  1.48it/s, loss=0.097, pair=30.891, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.097, pair=30.891, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.058, pair=18.734, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.48it/s, loss=0.058, pair=18.734, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.48it/s, loss=0.192, pair=19.891, adv=3.402, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.192, pair=19.891, adv=3.402, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:47,  1.43it/s, loss=0.063, pair=26.625, adv=3.369, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.49it/s, loss=0.063, pair=26.625, adv=3.369, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.49it/s, loss=0.204, pair=23.312, adv=3.359, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.204, pair=23.312, adv=3.359, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.44it/s, loss=0.063, pair=23.109, adv=3.351, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.50it/s, loss=0.063, pair=23.109, adv=3.351, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:43,  1.50it/s, loss=0.104, pair=27.266, adv=3.369, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.45it/s, loss=0.104, pair=27.266, adv=3.369, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.45it/s, loss=0.090, pair=22.375, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.090, pair=22.375, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:41,  1.51it/s, loss=0.118, pair=27.469, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:44,  1.38it/s, loss=0.118, pair=27.469, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:44,  1.38it/s, loss=0.048, pair=25.531, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.48it/s, loss=0.048, pair=25.531, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 272/333 [03:09<00:41,  1.48it/s, loss=0.104, pair=16.047, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.40it/s, loss=0.104, pair=16.047, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.40it/s, loss=0.073, pair=27.828, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.073, pair=27.828, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:40,  1.47it/s, loss=0.113, pair=28.922, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.44it/s, loss=0.113, pair=28.922, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:40,  1.44it/s, loss=0.056, pair=24.750, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:38,  1.48it/s, loss=0.056, pair=24.750, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:38,  1.48it/s, loss=0.089, pair=22.938, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.40it/s, loss=0.089, pair=22.938, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.40it/s, loss=0.051, pair=30.641, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.46it/s, loss=0.051, pair=30.641, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.46it/s, loss=0.120, pair=22.359, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:38,  1.40it/s, loss=0.120, pair=22.359, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:38,  1.40it/s, loss=0.058, pair=26.734, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.46it/s, loss=0.058, pair=26.734, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.46it/s, loss=0.069, pair=23.547, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.069, pair=23.547, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:36,  1.42it/s, loss=0.051, pair=18.828, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.051, pair=18.828, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.090, pair=25.609, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.090, pair=25.609, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.064, pair=22.891, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.51it/s, loss=0.064, pair=22.891, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.51it/s, loss=0.120, pair=28.016, adv=3.366, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.120, pair=28.016, adv=3.366, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.056, pair=27.547, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.056, pair=27.547, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.112, pair=32.281, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.44it/s, loss=0.112, pair=32.281, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:32,  1.44it/s, loss=0.052, pair=21.359, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.49it/s, loss=0.052, pair=21.359, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:30,  1.49it/s, loss=0.076, pair=27.328, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:32,  1.37it/s, loss=0.076, pair=27.328, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:32,  1.37it/s, loss=0.048, pair=20.672, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.44it/s, loss=0.048, pair=20.672, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.44it/s, loss=0.116, pair=22.766, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.116, pair=22.766, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:29,  1.41it/s, loss=0.056, pair=26.547, adv=3.439, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.47it/s, loss=0.056, pair=26.547, adv=3.439, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.47it/s, loss=0.090, pair=20.828, adv=3.350, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.39it/s, loss=0.090, pair=20.828, adv=3.350, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.39it/s, loss=0.062, pair=28.172, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.47it/s, loss=0.062, pair=28.172, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.47it/s, loss=0.124, pair=29.172, adv=3.359, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.40it/s, loss=0.124, pair=29.172, adv=3.359, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.40it/s, loss=0.056, pair=20.969, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:25,  1.46it/s, loss=0.056, pair=20.969, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:25,  1.46it/s, loss=0.203, pair=21.188, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:24,  1.46it/s, loss=0.203, pair=21.188, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:24,  1.46it/s, loss=0.047, pair=30.922, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:22,  1.53it/s, loss=0.047, pair=30.922, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 298/333 [03:27<00:22,  1.53it/s, loss=0.077, pair=26.125, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.43it/s, loss=0.077, pair=26.125, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.43it/s, loss=0.060, pair=29.906, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.060, pair=29.906, adv=3.362, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.49it/s, loss=0.107, pair=27.750, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.107, pair=27.750, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.057, pair=28.375, adv=3.344, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.057, pair=28.375, adv=3.344, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.50it/s, loss=0.112, pair=25.266, adv=3.361, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.112, pair=25.266, adv=3.361, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:20,  1.45it/s, loss=0.045, pair=22.234, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.50it/s, loss=0.045, pair=22.234, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 304/333 [03:31<00:19,  1.50it/s, loss=0.084, pair=28.547, adv=3.337, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.41it/s, loss=0.084, pair=28.547, adv=3.337, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.41it/s, loss=0.057, pair=18.609, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.46it/s, loss=0.057, pair=18.609, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.46it/s, loss=0.079, pair=28.094, adv=3.366, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.39it/s, loss=0.079, pair=28.094, adv=3.366, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.39it/s, loss=0.051, pair=31.469, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:17,  1.47it/s, loss=0.051, pair=31.469, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:17,  1.47it/s, loss=0.085, pair=21.000, adv=3.329, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.085, pair=21.000, adv=3.329, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.43it/s, loss=0.059, pair=22.312, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.48it/s, loss=0.059, pair=22.312, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:15,  1.48it/s, loss=0.070, pair=19.922, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.070, pair=19.922, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.066, pair=28.531, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.49it/s, loss=0.066, pair=28.531, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.49it/s, loss=0.087, pair=27.609, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.087, pair=27.609, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:14,  1.42it/s, loss=0.053, pair=23.938, adv=3.344, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.48it/s, loss=0.053, pair=23.938, adv=3.344, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.48it/s, loss=0.099, pair=17.266, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.099, pair=17.266, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.055, pair=34.594, adv=3.338, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.055, pair=34.594, adv=3.338, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.51it/s, loss=0.086, pair=25.312, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.086, pair=25.312, adv=3.349, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.39it/s, loss=0.061, pair=26.281, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.46it/s, loss=0.061, pair=26.281, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.46it/s, loss=0.106, pair=27.781, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.106, pair=27.781, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.42it/s, loss=0.079, pair=29.172, adv=3.336, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.46it/s, loss=0.079, pair=29.172, adv=3.336, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.46it/s, loss=0.104, pair=26.172, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.104, pair=26.172, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.053, pair=23.859, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.053, pair=23.859, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.124, pair=28.578, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.124, pair=28.578, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:06,  1.45it/s, loss=0.066, pair=29.078, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.51it/s, loss=0.066, pair=29.078, adv=3.376, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.51it/s, loss=0.095, pair=22.156, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.095, pair=22.156, adv=3.365, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.43it/s, loss=0.071, pair=22.750, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.071, pair=22.750, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.49it/s, loss=0.092, pair=30.578, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.092, pair=30.578, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.060, pair=25.812, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.47it/s, loss=0.060, pair=25.812, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.47it/s, loss=0.081, pair=35.875, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.37it/s, loss=0.081, pair=35.875, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.37it/s, loss=0.060, pair=22.609, adv=3.402, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.060, pair=22.609, adv=3.402, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.47it/s, loss=0.092, pair=27.984, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.40it/s, loss=0.092, pair=27.984, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.40it/s, loss=0.060, pair=30.234, adv=3.421, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.45it/s, loss=0.060, pair=30.234, adv=3.421, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.45it/s, loss=0.197, pair=18.953, adv=3.340, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|█| 333/333 [03:50<00:00,  1.41it/s, loss=0.197, pair=18.953, adv=3.340, sprd=0.0
                                                                                                              
Epoch 008/60 [S1:deg_only]  loss=0.0919  mat=0.3504  sens=26.3284  pair=25.3198  adv=3.3761(rand=3.37)  deg=0.0253  orth=0.0189  spread=0.0018  q_mean=50.7  q_std=19.9  α=0.10 β=0.00 γ=1.00 λ_grl=0.525  lr=9.68e-05  231s

Ep 009/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 009/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.190, pair=23.875, adv=3.371, sprd=0.002]
Ep 009/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:23,  1.16s/it, loss=0.190, pair=23.875, adv=3.371, sprd=0.002
Ep 009/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:23,  1.16s/it, loss=0.056, pair=31.344, adv=3.368, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:38,  1.19it/s, loss=0.056, pair=31.344, adv=3.368, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:38,  1.19it/s, loss=0.105, pair=34.719, adv=3.360, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:27,  1.23it/s, loss=0.105, pair=34.719, adv=3.360, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:27,  1.23it/s, loss=0.065, pair=23.641, adv=3.367, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:59,  1.37it/s, loss=0.065, pair=23.641, adv=3.367, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 4/333 [00:04<03:59,  1.37it/s, loss=0.154, pair=29.172, adv=3.364, sprd=0.002
Ep 009/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:13,  1.29it/s, loss=0.154, pair=29.172, adv=3.364, sprd=0.002
Ep 009/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:13,  1.29it/s, loss=0.054, pair=24.859, adv=3.380, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:55,  1.39it/s, loss=0.054, pair=24.859, adv=3.380, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:55,  1.39it/s, loss=0.079, pair=28.906, adv=3.353, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.37it/s, loss=0.079, pair=28.906, adv=3.353, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.37it/s, loss=0.061, pair=21.516, adv=3.347, sprd=0.003
Ep 009/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:46,  1.44it/s, loss=0.061, pair=21.516, adv=3.347, sprd=0.003
Ep 009/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:46,  1.44it/s, loss=0.166, pair=31.547, adv=3.352, sprd=0.001
Ep 009/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:57,  1.37it/s, loss=0.166, pair=31.547, adv=3.352, sprd=0.001
Ep 009/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:57,  1.37it/s, loss=0.052, pair=27.250, adv=3.344, sprd=0.001
Ep 009/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:45,  1.43it/s, loss=0.052, pair=27.250, adv=3.344, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:45,  1.43it/s, loss=0.108, pair=23.984, adv=3.350, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:51,  1.39it/s, loss=0.108, pair=23.984, adv=3.350, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:51,  1.39it/s, loss=0.075, pair=34.594, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:38,  1.47it/s, loss=0.075, pair=34.594, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:38,  1.47it/s, loss=0.079, pair=21.750, adv=3.372, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:50,  1.39it/s, loss=0.079, pair=21.750, adv=3.372, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:50,  1.39it/s, loss=0.055, pair=28.672, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:38,  1.46it/s, loss=0.055, pair=28.672, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:38,  1.46it/s, loss=0.184, pair=24.625, adv=3.396, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:43,  1.42it/s, loss=0.184, pair=24.625, adv=3.396, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:43,  1.42it/s, loss=0.072, pair=18.641, adv=3.370, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:34,  1.48it/s, loss=0.072, pair=18.641, adv=3.370, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:34,  1.48it/s, loss=0.088, pair=26.844, adv=3.404, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:42,  1.42it/s, loss=0.088, pair=26.844, adv=3.404, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:42,  1.42it/s, loss=0.054, pair=20.016, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:31,  1.49it/s, loss=0.054, pair=20.016, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:31,  1.49it/s, loss=0.081, pair=28.266, adv=3.337, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:41,  1.42it/s, loss=0.081, pair=28.266, adv=3.337, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:41,  1.42it/s, loss=0.084, pair=26.422, adv=3.396, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.49it/s, loss=0.084, pair=26.422, adv=3.396, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 20/333 [00:15<03:29,  1.49it/s, loss=0.089, pair=35.531, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:35,  1.45it/s, loss=0.089, pair=35.531, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:35,  1.45it/s, loss=0.056, pair=30.094, adv=3.399, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:26,  1.50it/s, loss=0.056, pair=30.094, adv=3.399, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:26,  1.50it/s, loss=0.082, pair=26.031, adv=3.421, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:43,  1.38it/s, loss=0.082, pair=26.031, adv=3.421, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 23/333 [00:17<03:43,  1.38it/s, loss=0.051, pair=27.125, adv=3.352, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.45it/s, loss=0.051, pair=27.125, adv=3.352, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.45it/s, loss=0.103, pair=29.062, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:40,  1.40it/s, loss=0.103, pair=29.062, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:40,  1.40it/s, loss=0.050, pair=21.172, adv=3.409, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:31,  1.45it/s, loss=0.050, pair=21.172, adv=3.409, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:31,  1.45it/s, loss=0.190, pair=29.828, adv=3.348, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:35,  1.42it/s, loss=0.190, pair=29.828, adv=3.348, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:35,  1.42it/s, loss=0.054, pair=17.109, adv=3.345, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:25,  1.49it/s, loss=0.054, pair=17.109, adv=3.345, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:25,  1.49it/s, loss=0.073, pair=17.641, adv=3.373, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:39,  1.39it/s, loss=0.073, pair=17.641, adv=3.373, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:39,  1.39it/s, loss=0.050, pair=25.641, adv=3.342, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:27,  1.46it/s, loss=0.050, pair=25.641, adv=3.342, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 30/333 [00:22<03:27,  1.46it/s, loss=0.079, pair=34.375, adv=3.324, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:37,  1.39it/s, loss=0.079, pair=34.375, adv=3.324, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:37,  1.39it/s, loss=0.053, pair=13.562, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:27,  1.45it/s, loss=0.053, pair=13.562, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:27,  1.45it/s, loss=0.094, pair=27.625, adv=3.375, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.094, pair=27.625, adv=3.375, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 33/333 [00:24<03:29,  1.43it/s, loss=0.063, pair=24.922, adv=3.422, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.063, pair=24.922, adv=3.422, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.082, pair=21.344, adv=3.333, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:30,  1.41it/s, loss=0.082, pair=21.344, adv=3.333, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:30,  1.41it/s, loss=0.050, pair=27.297, adv=3.362, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:21,  1.47it/s, loss=0.050, pair=27.297, adv=3.362, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 36/333 [00:26<03:21,  1.47it/s, loss=0.086, pair=30.609, adv=3.349, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:22,  1.46it/s, loss=0.086, pair=30.609, adv=3.349, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:22,  1.46it/s, loss=0.051, pair=24.094, adv=3.392, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.051, pair=24.094, adv=3.392, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.106, pair=28.859, adv=3.403, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:22,  1.45it/s, loss=0.106, pair=28.859, adv=3.403, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:22,  1.45it/s, loss=0.053, pair=19.312, adv=3.354, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:14,  1.51it/s, loss=0.053, pair=19.312, adv=3.354, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:14,  1.51it/s, loss=0.105, pair=28.000, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:22,  1.44it/s, loss=0.105, pair=28.000, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:22,  1.44it/s, loss=0.050, pair=27.641, adv=3.325, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:14,  1.50it/s, loss=0.050, pair=27.641, adv=3.325, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:14,  1.50it/s, loss=0.078, pair=22.984, adv=3.355, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.078, pair=22.984, adv=3.355, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.046, pair=20.734, adv=3.401, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.046, pair=20.734, adv=3.401, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.095, pair=23.500, adv=3.375, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:16,  1.47it/s, loss=0.095, pair=23.500, adv=3.375, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:16,  1.47it/s, loss=0.055, pair=26.578, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:08,  1.52it/s, loss=0.055, pair=26.578, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:08,  1.52it/s, loss=0.083, pair=25.625, adv=3.380, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:17,  1.45it/s, loss=0.083, pair=25.625, adv=3.380, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:17,  1.45it/s, loss=0.061, pair=31.500, adv=3.409, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:08,  1.51it/s, loss=0.061, pair=31.500, adv=3.409, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:08,  1.51it/s, loss=0.087, pair=35.375, adv=3.370, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:13,  1.47it/s, loss=0.087, pair=35.375, adv=3.370, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:13,  1.47it/s, loss=0.052, pair=26.000, adv=3.382, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:06,  1.52it/s, loss=0.052, pair=26.000, adv=3.382, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:06,  1.52it/s, loss=0.089, pair=28.484, adv=3.343, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:13,  1.45it/s, loss=0.089, pair=28.484, adv=3.343, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:13,  1.45it/s, loss=0.175, pair=19.781, adv=3.329, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:03,  1.53it/s, loss=0.175, pair=19.781, adv=3.329, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:03,  1.53it/s, loss=0.098, pair=21.453, adv=3.389, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:09,  1.48it/s, loss=0.098, pair=21.453, adv=3.389, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:09,  1.48it/s, loss=0.063, pair=26.531, adv=3.377, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:02,  1.53it/s, loss=0.063, pair=26.531, adv=3.377, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:02,  1.53it/s, loss=0.103, pair=36.500, adv=3.374, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:07,  1.49it/s, loss=0.103, pair=36.500, adv=3.374, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:07,  1.49it/s, loss=0.061, pair=23.219, adv=3.368, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<02:58,  1.55it/s, loss=0.061, pair=23.219, adv=3.368, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<02:58,  1.55it/s, loss=0.085, pair=26.562, adv=3.374, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:09,  1.46it/s, loss=0.085, pair=26.562, adv=3.374, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:09,  1.46it/s, loss=0.049, pair=23.344, adv=3.372, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:02,  1.51it/s, loss=0.049, pair=23.344, adv=3.372, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:02,  1.51it/s, loss=0.201, pair=30.625, adv=3.383, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:09,  1.45it/s, loss=0.201, pair=30.625, adv=3.383, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:09,  1.45it/s, loss=0.064, pair=27.188, adv=3.372, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:02,  1.49it/s, loss=0.064, pair=27.188, adv=3.372, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:02,  1.49it/s, loss=0.086, pair=25.922, adv=3.377, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.086, pair=25.922, adv=3.377, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.050, pair=21.375, adv=3.439, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:01,  1.49it/s, loss=0.050, pair=21.375, adv=3.439, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.104, pair=25.219, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:07,  1.44it/s, loss=0.104, pair=25.219, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.071, pair=20.344, adv=3.358, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:00,  1.49it/s, loss=0.071, pair=20.344, adv=3.358, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:00,  1.49it/s, loss=0.079, pair=25.531, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:06,  1.43it/s, loss=0.079, pair=25.531, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:06,  1.43it/s, loss=0.060, pair=31.672, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:00,  1.48it/s, loss=0.060, pair=31.672, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.086, pair=22.891, adv=3.389, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:03,  1.45it/s, loss=0.086, pair=22.891, adv=3.389, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:03,  1.45it/s, loss=0.053, pair=23.000, adv=3.347, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:55,  1.51it/s, loss=0.053, pair=23.000, adv=3.347, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:55,  1.51it/s, loss=0.149, pair=21.547, adv=3.352, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:11,  1.38it/s, loss=0.149, pair=21.547, adv=3.352, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:11,  1.38it/s, loss=0.048, pair=25.203, adv=3.387, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:58,  1.47it/s, loss=0.048, pair=25.203, adv=3.387, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:58,  1.47it/s, loss=0.103, pair=23.109, adv=3.356, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.103, pair=23.109, adv=3.356, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.046, pair=31.062, adv=3.352, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:57,  1.47it/s, loss=0.046, pair=31.062, adv=3.352, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:57,  1.47it/s, loss=0.087, pair=29.391, adv=3.380, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:02,  1.43it/s, loss=0.087, pair=29.391, adv=3.380, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:02,  1.43it/s, loss=0.047, pair=23.188, adv=3.367, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:53,  1.49it/s, loss=0.047, pair=23.188, adv=3.367, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:53,  1.49it/s, loss=0.092, pair=17.359, adv=3.384, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<02:59,  1.44it/s, loss=0.092, pair=17.359, adv=3.384, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<02:59,  1.44it/s, loss=0.061, pair=21.969, adv=3.331, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.061, pair=21.969, adv=3.331, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.100, pair=23.297, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:55,  1.45it/s, loss=0.100, pair=23.297, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:55,  1.45it/s, loss=0.049, pair=32.250, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:50,  1.50it/s, loss=0.049, pair=32.250, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:50,  1.50it/s, loss=0.086, pair=24.672, adv=3.310, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<03:00,  1.40it/s, loss=0.086, pair=24.672, adv=3.310, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<03:00,  1.40it/s, loss=0.053, pair=22.047, adv=3.394, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:52,  1.46it/s, loss=0.053, pair=22.047, adv=3.394, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:52,  1.46it/s, loss=0.073, pair=28.578, adv=3.344, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.073, pair=28.578, adv=3.344, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.065, pair=29.594, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:54,  1.44it/s, loss=0.065, pair=29.594, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:54,  1.44it/s, loss=0.082, pair=26.625, adv=3.361, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:58,  1.40it/s, loss=0.082, pair=26.625, adv=3.361, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:58,  1.40it/s, loss=0.056, pair=23.312, adv=3.366, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.056, pair=23.312, adv=3.366, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.137, pair=29.812, adv=3.386, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:52,  1.44it/s, loss=0.137, pair=29.812, adv=3.386, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:52,  1.44it/s, loss=0.056, pair=30.828, adv=3.391, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:44,  1.50it/s, loss=0.056, pair=30.828, adv=3.391, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:44,  1.50it/s, loss=0.095, pair=24.188, adv=3.358, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.095, pair=24.188, adv=3.358, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.054, pair=31.141, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:45,  1.48it/s, loss=0.054, pair=31.141, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:45,  1.48it/s, loss=0.194, pair=22.375, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:51,  1.42it/s, loss=0.194, pair=22.375, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:51,  1.42it/s, loss=0.059, pair=27.234, adv=3.374, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.059, pair=27.234, adv=3.374, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:46,  1.46it/s, loss=0.065, pair=24.031, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:49,  1.43it/s, loss=0.065, pair=24.031, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:49,  1.43it/s, loss=0.047, pair=20.109, adv=3.363, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.047, pair=20.109, adv=3.363, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.100, pair=22.797, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:48,  1.42it/s, loss=0.100, pair=22.797, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:48,  1.42it/s, loss=0.053, pair=24.312, adv=3.381, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.053, pair=24.312, adv=3.381, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.088, pair=24.047, adv=3.382, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:49,  1.40it/s, loss=0.088, pair=24.047, adv=3.382, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:49,  1.40it/s, loss=0.043, pair=31.625, adv=3.400, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:40,  1.48it/s, loss=0.043, pair=31.625, adv=3.400, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:40,  1.48it/s, loss=0.160, pair=26.328, adv=3.381, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:47,  1.41it/s, loss=0.160, pair=26.328, adv=3.381, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:47,  1.41it/s, loss=0.088, pair=31.297, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:40,  1.46it/s, loss=0.088, pair=31.297, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:40,  1.46it/s, loss=0.189, pair=24.406, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:42,  1.44it/s, loss=0.189, pair=24.406, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.053, pair=29.266, adv=3.332, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.053, pair=29.266, adv=3.332, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.101, pair=26.188, adv=3.351, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:42,  1.42it/s, loss=0.101, pair=26.188, adv=3.351, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:42,  1.42it/s, loss=0.056, pair=27.984, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:35,  1.49it/s, loss=0.056, pair=27.984, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:35,  1.49it/s, loss=0.084, pair=28.391, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.084, pair=28.391, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.049, pair=23.547, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:32,  1.50it/s, loss=0.049, pair=23.547, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:32,  1.50it/s, loss=0.119, pair=24.281, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:37,  1.45it/s, loss=0.119, pair=24.281, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:37,  1.45it/s, loss=0.060, pair=20.703, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.060, pair=20.703, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:33,  1.48it/s, loss=0.087, pair=37.625, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:46,  1.36it/s, loss=0.087, pair=37.625, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:46,  1.36it/s, loss=0.044, pair=21.156, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:35,  1.45it/s, loss=0.044, pair=21.156, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:35,  1.45it/s, loss=0.068, pair=23.156, adv=3.424, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:43,  1.37it/s, loss=0.068, pair=23.156, adv=3.424, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:43,  1.37it/s, loss=0.074, pair=21.172, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:33,  1.45it/s, loss=0.074, pair=21.172, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:33,  1.45it/s, loss=0.114, pair=17.531, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:37,  1.41it/s, loss=0.114, pair=17.531, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.071, pair=26.297, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:29,  1.48it/s, loss=0.071, pair=26.297, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:29,  1.48it/s, loss=0.068, pair=28.594, adv=3.338, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:35,  1.41it/s, loss=0.068, pair=28.594, adv=3.338, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:35,  1.41it/s, loss=0.091, pair=27.922, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:25,  1.50it/s, loss=0.091, pair=27.922, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:25,  1.50it/s, loss=0.217, pair=24.922, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.217, pair=24.922, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.057, pair=25.891, adv=3.335, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.057, pair=25.891, adv=3.335, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:27,  1.47it/s, loss=0.079, pair=23.500, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:32,  1.42it/s, loss=0.079, pair=23.500, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:32,  1.42it/s, loss=0.051, pair=25.672, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:25,  1.48it/s, loss=0.051, pair=25.672, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:25,  1.48it/s, loss=0.077, pair=19.688, adv=3.362, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:30,  1.42it/s, loss=0.077, pair=19.688, adv=3.362, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:30,  1.42it/s, loss=0.068, pair=22.375, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:24,  1.48it/s, loss=0.068, pair=22.375, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:24,  1.48it/s, loss=0.074, pair=22.391, adv=3.344, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:30,  1.41it/s, loss=0.074, pair=22.391, adv=3.344, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:30,  1.41it/s, loss=0.051, pair=19.812, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.051, pair=19.812, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:23,  1.47it/s, loss=0.156, pair=23.250, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.42it/s, loss=0.156, pair=23.250, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.42it/s, loss=0.056, pair=21.734, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:19,  1.50it/s, loss=0.056, pair=21.734, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:19,  1.50it/s, loss=0.387, pair=22.781, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:20,  1.48it/s, loss=0.387, pair=22.781, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:20,  1.48it/s, loss=0.060, pair=24.516, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:13,  1.55it/s, loss=0.060, pair=24.516, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:13,  1.55it/s, loss=0.094, pair=17.250, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:25,  1.41it/s, loss=0.094, pair=17.250, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:25,  1.41it/s, loss=0.052, pair=29.484, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:20,  1.46it/s, loss=0.052, pair=29.484, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:20,  1.46it/s, loss=0.091, pair=31.062, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.41it/s, loss=0.091, pair=31.062, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.41it/s, loss=0.052, pair=23.953, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:14,  1.50it/s, loss=0.052, pair=23.953, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:14,  1.50it/s, loss=0.084, pair=22.141, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:25,  1.39it/s, loss=0.084, pair=22.141, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:25,  1.39it/s, loss=0.050, pair=25.938, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:17,  1.47it/s, loss=0.050, pair=25.938, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:17,  1.47it/s, loss=0.080, pair=29.859, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:21,  1.42it/s, loss=0.080, pair=29.859, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:21,  1.42it/s, loss=0.048, pair=19.266, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:15,  1.47it/s, loss=0.048, pair=19.266, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:15,  1.47it/s, loss=0.091, pair=27.797, adv=3.341, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.091, pair=27.797, adv=3.341, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:18,  1.43it/s, loss=0.059, pair=25.016, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:12,  1.48it/s, loss=0.059, pair=25.016, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:12,  1.48it/s, loss=0.116, pair=29.938, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:22,  1.38it/s, loss=0.116, pair=29.938, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.38it/s, loss=0.045, pair=28.062, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.045, pair=28.062, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:11,  1.48it/s, loss=0.196, pair=29.203, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.196, pair=29.203, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.061, pair=26.219, adv=3.430, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:11,  1.47it/s, loss=0.061, pair=26.219, adv=3.430, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:11,  1.47it/s, loss=0.080, pair=29.219, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.080, pair=29.219, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.043, pair=14.703, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.043, pair=14.703, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.070, pair=26.625, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:15,  1.40it/s, loss=0.070, pair=26.625, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:15,  1.40it/s, loss=0.038, pair=24.734, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:09,  1.46it/s, loss=0.038, pair=24.734, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:09,  1.46it/s, loss=0.090, pair=35.031, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:11,  1.43it/s, loss=0.090, pair=35.031, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:11,  1.43it/s, loss=0.055, pair=20.219, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:02,  1.53it/s, loss=0.055, pair=20.219, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:02,  1.53it/s, loss=0.088, pair=25.297, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.088, pair=25.297, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.45it/s, loss=0.085, pair=23.344, adv=3.354, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:01,  1.52it/s, loss=0.085, pair=23.344, adv=3.354, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:01,  1.52it/s, loss=0.188, pair=18.688, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:07,  1.44it/s, loss=0.188, pair=18.688, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:07,  1.44it/s, loss=0.059, pair=23.828, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:01,  1.50it/s, loss=0.059, pair=23.828, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:01,  1.50it/s, loss=0.082, pair=24.078, adv=3.328, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:08,  1.42it/s, loss=0.082, pair=24.078, adv=3.328, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:08,  1.42it/s, loss=0.040, pair=25.266, adv=3.368, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:01,  1.48it/s, loss=0.040, pair=25.266, adv=3.368, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:01,  1.48it/s, loss=0.119, pair=31.188, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:11,  1.37it/s, loss=0.119, pair=31.188, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:11,  1.37it/s, loss=0.047, pair=28.703, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:03,  1.45it/s, loss=0.047, pair=28.703, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:03,  1.45it/s, loss=0.088, pair=25.047, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.088, pair=25.047, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.048, pair=23.375, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<02:01,  1.46it/s, loss=0.048, pair=23.375, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<02:01,  1.46it/s, loss=0.096, pair=26.375, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:05,  1.40it/s, loss=0.096, pair=26.375, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:05,  1.40it/s, loss=0.053, pair=30.906, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.053, pair=30.906, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:57,  1.49it/s, loss=0.062, pair=32.750, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:02,  1.42it/s, loss=0.062, pair=32.750, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:02,  1.42it/s, loss=0.051, pair=21.422, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:56,  1.49it/s, loss=0.051, pair=21.422, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:56,  1.49it/s, loss=0.087, pair=28.609, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:02,  1.40it/s, loss=0.087, pair=28.609, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:02,  1.40it/s, loss=0.053, pair=25.078, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.47it/s, loss=0.053, pair=25.078, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.47it/s, loss=0.083, pair=22.719, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<01:59,  1.43it/s, loss=0.083, pair=22.719, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:59,  1.43it/s, loss=0.054, pair=34.312, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.054, pair=34.312, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:54,  1.48it/s, loss=0.084, pair=28.531, adv=3.331, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.084, pair=28.531, adv=3.331, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.053, pair=19.672, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:51,  1.50it/s, loss=0.053, pair=19.672, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:51,  1.50it/s, loss=0.068, pair=22.109, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<02:01,  1.37it/s, loss=0.068, pair=22.109, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<02:01,  1.37it/s, loss=0.051, pair=29.375, adv=3.340, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.45it/s, loss=0.051, pair=29.375, adv=3.340, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.45it/s, loss=0.105, pair=31.891, adv=3.382, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:57,  1.40it/s, loss=0.105, pair=31.891, adv=3.382, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:57,  1.40it/s, loss=0.055, pair=31.312, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:52,  1.45it/s, loss=0.055, pair=31.312, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:52,  1.45it/s, loss=0.069, pair=22.500, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:59,  1.36it/s, loss=0.069, pair=22.500, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:59,  1.36it/s, loss=0.057, pair=25.609, adv=3.344, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.45it/s, loss=0.057, pair=25.609, adv=3.344, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.45it/s, loss=0.065, pair=30.922, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:55,  1.39it/s, loss=0.065, pair=30.922, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:55,  1.39it/s, loss=0.046, pair=26.859, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:48,  1.47it/s, loss=0.046, pair=26.859, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:48,  1.47it/s, loss=0.088, pair=25.844, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:49,  1.44it/s, loss=0.088, pair=25.844, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:49,  1.44it/s, loss=0.068, pair=22.891, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:46,  1.47it/s, loss=0.068, pair=22.891, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:46,  1.47it/s, loss=0.065, pair=24.703, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:52,  1.38it/s, loss=0.065, pair=24.703, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:52,  1.38it/s, loss=0.041, pair=26.438, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:46,  1.45it/s, loss=0.041, pair=26.438, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:46,  1.45it/s, loss=0.071, pair=35.375, adv=3.418, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:50,  1.40it/s, loss=0.071, pair=35.375, adv=3.418, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:50,  1.40it/s, loss=0.052, pair=24.609, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.48it/s, loss=0.052, pair=24.609, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:43,  1.48it/s, loss=0.081, pair=22.188, adv=3.342, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.42it/s, loss=0.081, pair=22.188, adv=3.342, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.42it/s, loss=0.052, pair=22.734, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.052, pair=22.734, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.212, pair=25.172, adv=3.337, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:45,  1.43it/s, loss=0.212, pair=25.172, adv=3.337, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:45,  1.43it/s, loss=0.048, pair=23.719, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.048, pair=23.719, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:40,  1.48it/s, loss=0.119, pair=22.422, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:42,  1.44it/s, loss=0.119, pair=22.422, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:42,  1.44it/s, loss=0.253, pair=30.516, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:39,  1.48it/s, loss=0.253, pair=30.516, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:39,  1.48it/s, loss=0.073, pair=25.531, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.073, pair=25.531, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:44,  1.40it/s, loss=0.049, pair=18.547, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.049, pair=18.547, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.102, pair=26.734, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.102, pair=26.734, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:40,  1.43it/s, loss=0.060, pair=25.578, adv=3.355, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.060, pair=25.578, adv=3.355, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:36,  1.48it/s, loss=0.081, pair=20.078, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:38,  1.44it/s, loss=0.081, pair=20.078, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:38,  1.44it/s, loss=0.101, pair=23.891, adv=3.332, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:35,  1.48it/s, loss=0.101, pair=23.891, adv=3.332, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.072, pair=20.047, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:42,  1.36it/s, loss=0.072, pair=20.047, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:42,  1.36it/s, loss=0.048, pair=32.594, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:36,  1.44it/s, loss=0.048, pair=32.594, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:36,  1.44it/s, loss=0.183, pair=28.281, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:41,  1.36it/s, loss=0.183, pair=28.281, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:41,  1.36it/s, loss=0.045, pair=28.688, adv=3.368, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:35,  1.44it/s, loss=0.045, pair=28.688, adv=3.368, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:35,  1.44it/s, loss=0.205, pair=25.547, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.205, pair=25.547, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:37,  1.39it/s, loss=0.048, pair=26.062, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.47it/s, loss=0.048, pair=26.062, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.47it/s, loss=0.090, pair=27.094, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:33,  1.44it/s, loss=0.090, pair=27.094, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:33,  1.44it/s, loss=0.050, pair=31.094, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:28,  1.50it/s, loss=0.050, pair=31.094, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:28,  1.50it/s, loss=0.084, pair=22.203, adv=3.361, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.084, pair=22.203, adv=3.361, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.043, pair=27.781, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.50it/s, loss=0.043, pair=27.781, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:27,  1.50it/s, loss=0.097, pair=18.922, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.44it/s, loss=0.097, pair=18.922, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:30,  1.44it/s, loss=0.046, pair=29.328, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:25,  1.51it/s, loss=0.046, pair=29.328, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:25,  1.51it/s, loss=0.065, pair=22.859, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:27,  1.46it/s, loss=0.065, pair=22.859, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:27,  1.46it/s, loss=0.044, pair=24.766, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:23,  1.52it/s, loss=0.044, pair=24.766, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:23,  1.52it/s, loss=0.088, pair=36.000, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:26,  1.45it/s, loss=0.088, pair=36.000, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:26,  1.45it/s, loss=0.049, pair=32.656, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:22,  1.51it/s, loss=0.049, pair=32.656, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:22,  1.51it/s, loss=0.085, pair=28.859, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.085, pair=28.859, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.44it/s, loss=0.052, pair=21.266, adv=3.331, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.052, pair=21.266, adv=3.331, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.070, pair=18.109, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:24,  1.44it/s, loss=0.070, pair=18.109, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.042, pair=25.109, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:19,  1.52it/s, loss=0.042, pair=25.109, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:19,  1.52it/s, loss=0.134, pair=30.562, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.134, pair=30.562, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.057, pair=23.281, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:19,  1.50it/s, loss=0.057, pair=23.281, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:19,  1.50it/s, loss=0.081, pair=24.047, adv=3.382, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.081, pair=24.047, adv=3.382, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.131, pair=26.234, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.48it/s, loss=0.131, pair=26.234, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:18,  1.48it/s, loss=0.099, pair=33.562, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:20,  1.45it/s, loss=0.099, pair=33.562, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:20,  1.45it/s, loss=0.055, pair=23.625, adv=3.359, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:16,  1.50it/s, loss=0.055, pair=23.625, adv=3.359, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:16,  1.50it/s, loss=0.190, pair=26.219, adv=3.359, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.190, pair=26.219, adv=3.359, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:18,  1.45it/s, loss=0.038, pair=24.562, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.038, pair=24.562, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.082, pair=30.766, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:17,  1.44it/s, loss=0.082, pair=30.766, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:17,  1.44it/s, loss=0.044, pair=26.594, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.50it/s, loss=0.044, pair=26.594, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:14,  1.50it/s, loss=0.079, pair=27.766, adv=3.353, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.079, pair=27.766, adv=3.353, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.046, pair=25.312, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.046, pair=25.312, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.205, pair=25.734, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.205, pair=25.734, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.43it/s, loss=0.041, pair=34.188, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.041, pair=34.188, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.062, pair=27.531, adv=3.341, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:14,  1.41it/s, loss=0.062, pair=27.531, adv=3.341, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:14,  1.41it/s, loss=0.050, pair=30.234, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.48it/s, loss=0.050, pair=30.234, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.48it/s, loss=0.100, pair=23.375, adv=3.359, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.42it/s, loss=0.100, pair=23.375, adv=3.359, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.42it/s, loss=0.047, pair=23.953, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.047, pair=23.953, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.060, pair=25.891, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:11,  1.43it/s, loss=0.060, pair=25.891, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.43it/s, loss=0.043, pair=28.609, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.043, pair=28.609, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:07,  1.49it/s, loss=0.103, pair=23.297, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:09,  1.43it/s, loss=0.103, pair=23.297, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:09,  1.43it/s, loss=0.062, pair=28.141, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:05,  1.51it/s, loss=0.062, pair=28.141, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.066, pair=24.109, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.40it/s, loss=0.066, pair=24.109, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.40it/s, loss=0.044, pair=27.391, adv=3.355, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:04,  1.51it/s, loss=0.044, pair=27.391, adv=3.355, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.51it/s, loss=0.100, pair=31.250, adv=3.353, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.100, pair=31.250, adv=3.353, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.051, pair=28.469, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.051, pair=28.469, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.090, pair=23.625, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.090, pair=23.625, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.047, pair=28.094, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.48it/s, loss=0.047, pair=28.094, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.064, pair=28.484, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:04,  1.42it/s, loss=0.064, pair=28.484, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.42it/s, loss=0.053, pair=25.031, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.48it/s, loss=0.053, pair=25.031, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.48it/s, loss=0.071, pair=23.578, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:03,  1.41it/s, loss=0.071, pair=23.578, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.41it/s, loss=0.043, pair=13.523, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.49it/s, loss=0.043, pair=13.523, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.49it/s, loss=0.102, pair=19.344, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.102, pair=19.344, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.050, pair=27.891, adv=3.342, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.050, pair=27.891, adv=3.342, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.212, pair=20.125, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<01:01,  1.39it/s, loss=0.212, pair=20.125, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:01,  1.39it/s, loss=0.061, pair=29.578, adv=3.355, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:58,  1.46it/s, loss=0.061, pair=29.578, adv=3.355, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.46it/s, loss=0.083, pair=26.938, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.42it/s, loss=0.083, pair=26.938, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.42it/s, loss=0.045, pair=26.750, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.045, pair=26.750, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.082, pair=27.125, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.44it/s, loss=0.082, pair=27.125, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:57,  1.44it/s, loss=0.048, pair=28.891, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.50it/s, loss=0.048, pair=28.891, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.50it/s, loss=0.080, pair=24.500, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:54,  1.46it/s, loss=0.080, pair=24.500, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:54,  1.46it/s, loss=0.049, pair=18.047, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.049, pair=18.047, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:52,  1.51it/s, loss=0.090, pair=19.703, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:52,  1.48it/s, loss=0.090, pair=19.703, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:52,  1.48it/s, loss=0.042, pair=25.375, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:49,  1.55it/s, loss=0.042, pair=25.375, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:49,  1.55it/s, loss=0.076, pair=24.406, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:51,  1.47it/s, loss=0.076, pair=24.406, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:51,  1.47it/s, loss=0.051, pair=24.562, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 258/333 [02:57<00:48,  1.53it/s, loss=0.051, pair=24.562, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:48,  1.53it/s, loss=0.065, pair=29.953, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:50,  1.48it/s, loss=0.065, pair=29.953, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:50,  1.48it/s, loss=0.056, pair=19.812, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:47,  1.55it/s, loss=0.056, pair=19.812, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:47,  1.55it/s, loss=0.059, pair=20.469, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.44it/s, loss=0.059, pair=20.469, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.44it/s, loss=0.049, pair=24.188, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:46,  1.52it/s, loss=0.049, pair=24.188, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:46,  1.52it/s, loss=0.133, pair=21.250, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:49,  1.40it/s, loss=0.133, pair=21.250, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.40it/s, loss=0.042, pair=17.922, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.042, pair=17.922, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.188, pair=25.250, adv=3.354, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:47,  1.42it/s, loss=0.188, pair=25.250, adv=3.354, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.42it/s, loss=0.045, pair=30.547, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.045, pair=30.547, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.271, pair=31.781, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.271, pair=31.781, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.047, pair=27.141, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:43,  1.51it/s, loss=0.047, pair=27.141, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.256, pair=24.234, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:43,  1.47it/s, loss=0.256, pair=24.234, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:43,  1.47it/s, loss=0.053, pair=19.094, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.52it/s, loss=0.053, pair=19.094, adv=3.349, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.52it/s, loss=0.078, pair=29.547, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 271/333 [03:06<00:42,  1.45it/s, loss=0.078, pair=29.547, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.45it/s, loss=0.054, pair=20.266, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:40,  1.51it/s, loss=0.054, pair=20.266, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.51it/s, loss=0.076, pair=26.297, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:41,  1.44it/s, loss=0.076, pair=26.297, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:41,  1.44it/s, loss=0.053, pair=21.141, adv=3.335, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 274/333 [03:08<00:39,  1.51it/s, loss=0.053, pair=21.141, adv=3.335, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:39,  1.51it/s, loss=0.111, pair=27.734, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:40,  1.45it/s, loss=0.111, pair=27.734, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.45it/s, loss=0.046, pair=30.031, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.50it/s, loss=0.046, pair=30.031, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:37,  1.50it/s, loss=0.073, pair=27.922, adv=3.350, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:40,  1.39it/s, loss=0.073, pair=27.922, adv=3.350, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:40,  1.39it/s, loss=0.051, pair=27.266, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:36,  1.50it/s, loss=0.051, pair=27.266, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:36,  1.50it/s, loss=0.083, pair=24.438, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:38,  1.39it/s, loss=0.083, pair=24.438, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:38,  1.39it/s, loss=0.044, pair=30.297, adv=3.322, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.47it/s, loss=0.044, pair=30.297, adv=3.322, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.47it/s, loss=0.062, pair=22.109, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 281/333 [03:13<00:36,  1.43it/s, loss=0.062, pair=22.109, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.43it/s, loss=0.046, pair=24.109, adv=3.339, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.046, pair=24.109, adv=3.339, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.191, pair=22.844, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:34,  1.44it/s, loss=0.191, pair=22.844, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:34,  1.44it/s, loss=0.049, pair=25.156, adv=3.330, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 284/333 [03:15<00:32,  1.49it/s, loss=0.049, pair=25.156, adv=3.330, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.49it/s, loss=0.072, pair=23.312, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.072, pair=23.312, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.43it/s, loss=0.051, pair=29.375, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.051, pair=29.375, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.258, pair=28.109, adv=3.340, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 287/333 [03:17<00:32,  1.42it/s, loss=0.258, pair=28.109, adv=3.340, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.42it/s, loss=0.038, pair=21.531, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.48it/s, loss=0.038, pair=21.531, adv=3.358, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.48it/s, loss=0.079, pair=33.281, adv=3.324, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.079, pair=33.281, adv=3.324, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.049, pair=32.531, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 290/333 [03:19<00:29,  1.46it/s, loss=0.049, pair=32.531, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.46it/s, loss=0.063, pair=21.453, adv=3.382, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.41it/s, loss=0.063, pair=21.453, adv=3.382, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.044, pair=24.109, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:28,  1.46it/s, loss=0.044, pair=24.109, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:28,  1.46it/s, loss=0.084, pair=26.219, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.084, pair=26.219, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.047, pair=24.781, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:26,  1.49it/s, loss=0.047, pair=24.781, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.49it/s, loss=0.086, pair=29.969, adv=3.370, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.086, pair=29.969, adv=3.370, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.43it/s, loss=0.040, pair=24.875, adv=3.361, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.48it/s, loss=0.040, pair=24.875, adv=3.361, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.48it/s, loss=0.068, pair=31.031, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 297/333 [03:24<00:25,  1.39it/s, loss=0.068, pair=31.031, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.39it/s, loss=0.042, pair=30.781, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:24,  1.44it/s, loss=0.042, pair=30.781, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:24,  1.44it/s, loss=0.110, pair=37.438, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.40it/s, loss=0.110, pair=37.438, adv=3.348, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.40it/s, loss=0.049, pair=26.875, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 300/333 [03:26<00:22,  1.49it/s, loss=0.049, pair=26.875, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.074, pair=24.609, adv=3.362, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.39it/s, loss=0.074, pair=24.609, adv=3.362, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.39it/s, loss=0.073, pair=23.328, adv=3.370, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:21,  1.47it/s, loss=0.073, pair=23.328, adv=3.370, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:21,  1.47it/s, loss=0.186, pair=26.594, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.40it/s, loss=0.186, pair=26.594, adv=3.374, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.40it/s, loss=0.038, pair=18.531, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.038, pair=18.531, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.47it/s, loss=0.082, pair=22.453, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.082, pair=22.453, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.040, pair=26.391, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 306/333 [03:30<00:18,  1.49it/s, loss=0.040, pair=26.391, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.49it/s, loss=0.347, pair=26.625, adv=3.306, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:18,  1.40it/s, loss=0.347, pair=26.625, adv=3.306, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.40it/s, loss=0.049, pair=31.625, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.049, pair=31.625, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.48it/s, loss=0.169, pair=25.078, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.46it/s, loss=0.169, pair=25.078, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.46it/s, loss=0.069, pair=18.375, adv=3.356, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:15,  1.51it/s, loss=0.069, pair=18.375, adv=3.356, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.059, pair=27.797, adv=3.345, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.059, pair=27.797, adv=3.345, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.44it/s, loss=0.065, pair=44.312, adv=3.322, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.065, pair=44.312, adv=3.322, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.062, pair=23.359, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:14,  1.38it/s, loss=0.062, pair=23.359, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.38it/s, loss=0.048, pair=29.641, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:13,  1.46it/s, loss=0.048, pair=29.641, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:13,  1.46it/s, loss=0.080, pair=29.172, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.080, pair=29.172, adv=3.352, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.055, pair=28.250, adv=3.427, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.45it/s, loss=0.055, pair=28.250, adv=3.427, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.45it/s, loss=0.070, pair=24.016, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.41it/s, loss=0.070, pair=24.016, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.41it/s, loss=0.053, pair=22.578, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.053, pair=22.578, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.089, pair=31.922, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.089, pair=31.922, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.049, pair=23.469, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.049, pair=23.469, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.52it/s, loss=0.085, pair=25.766, adv=3.341, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.085, pair=25.766, adv=3.341, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.043, pair=26.500, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.043, pair=26.500, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.072, pair=21.234, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:06,  1.47it/s, loss=0.072, pair=21.234, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.47it/s, loss=0.052, pair=19.391, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.052, pair=19.391, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.52it/s, loss=0.083, pair=27.156, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.083, pair=27.156, adv=3.357, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.046, pair=31.359, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.046, pair=31.359, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.074, pair=19.609, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.074, pair=19.609, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.039, pair=33.281, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.039, pair=33.281, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.081, pair=28.859, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.40it/s, loss=0.081, pair=28.859, adv=3.364, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.40it/s, loss=0.043, pair=29.641, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.043, pair=29.641, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.085, pair=29.406, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.085, pair=29.406, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.049, pair=21.766, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.049, pair=21.766, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.52it/s, loss=0.184, pair=20.844, adv=3.363, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.46it/s, loss=0.184, pair=20.844, adv=3.363, sprd=0.0
                                                                                                              
Epoch 009/60 [S1:deg_only]  loss=0.0813  mat=0.3217  sens=26.8549  pair=25.8466  adv=3.3737(rand=3.37)  deg=0.0244  orth=0.0144  spread=0.0015  q_mean=50.7  q_std=20.4  α=0.10 β=0.00 γ=1.00 λ_grl=0.583  lr=9.59e-05  230s

Ep 010/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 010/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.085, pair=29.406, adv=3.355, sprd=0.000]
Ep 010/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:38,  1.20s/it, loss=0.085, pair=29.406, adv=3.355, sprd=0.000
Ep 010/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:38,  1.20s/it, loss=0.045, pair=23.812, adv=3.355, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:43,  1.17it/s, loss=0.045, pair=23.812, adv=3.355, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:43,  1.17it/s, loss=0.085, pair=22.391, adv=3.381, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:28,  1.23it/s, loss=0.085, pair=22.391, adv=3.381, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:28,  1.23it/s, loss=0.048, pair=22.516, adv=3.359, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:02,  1.36it/s, loss=0.048, pair=22.516, adv=3.359, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:02,  1.36it/s, loss=0.057, pair=33.250, adv=3.353, sprd=0.000
Ep 010/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:08,  1.32it/s, loss=0.057, pair=33.250, adv=3.353, sprd=0.000
Ep 010/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:08,  1.32it/s, loss=0.062, pair=19.969, adv=3.372, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:49,  1.42it/s, loss=0.062, pair=19.969, adv=3.372, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:49,  1.42it/s, loss=0.070, pair=29.922, adv=3.368, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:52,  1.40it/s, loss=0.070, pair=29.922, adv=3.368, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:52,  1.40it/s, loss=0.048, pair=29.625, adv=3.387, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:41,  1.47it/s, loss=0.048, pair=29.625, adv=3.387, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:41,  1.47it/s, loss=0.071, pair=34.219, adv=3.402, sprd=0.000
Ep 010/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:49,  1.41it/s, loss=0.071, pair=34.219, adv=3.402, sprd=0.000
Ep 010/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:49,  1.41it/s, loss=0.043, pair=26.484, adv=3.395, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:37,  1.48it/s, loss=0.043, pair=26.484, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:37,  1.48it/s, loss=0.065, pair=25.391, adv=3.355, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:48,  1.41it/s, loss=0.065, pair=25.391, adv=3.355, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:48,  1.41it/s, loss=0.048, pair=37.719, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:36,  1.49it/s, loss=0.048, pair=37.719, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:36,  1.49it/s, loss=0.126, pair=27.500, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.126, pair=27.500, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:45,  1.42it/s, loss=0.036, pair=25.234, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.036, pair=25.234, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.207, pair=27.281, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:41,  1.44it/s, loss=0.207, pair=27.281, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:41,  1.44it/s, loss=0.055, pair=29.219, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:32,  1.49it/s, loss=0.055, pair=29.219, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:32,  1.49it/s, loss=0.105, pair=27.000, adv=3.379, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:38,  1.45it/s, loss=0.105, pair=27.000, adv=3.379, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:38,  1.45it/s, loss=0.039, pair=28.031, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:29,  1.50it/s, loss=0.039, pair=28.031, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:29,  1.50it/s, loss=0.108, pair=25.469, adv=3.365, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:36,  1.45it/s, loss=0.108, pair=25.469, adv=3.365, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:36,  1.45it/s, loss=0.045, pair=30.000, adv=3.382, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.045, pair=30.000, adv=3.382, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.077, pair=30.875, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:36,  1.44it/s, loss=0.077, pair=30.875, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:36,  1.44it/s, loss=0.069, pair=33.906, adv=3.351, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.069, pair=33.906, adv=3.351, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.070, pair=33.000, adv=3.378, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:44,  1.38it/s, loss=0.070, pair=33.000, adv=3.378, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:44,  1.38it/s, loss=0.040, pair=33.375, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:32,  1.45it/s, loss=0.040, pair=33.375, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.45it/s, loss=0.057, pair=27.844, adv=3.327, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:40,  1.40it/s, loss=0.057, pair=27.844, adv=3.327, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:40,  1.40it/s, loss=0.079, pair=30.109, adv=3.381, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:27,  1.48it/s, loss=0.079, pair=30.109, adv=3.381, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:27,  1.48it/s, loss=0.076, pair=26.125, adv=3.391, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:41,  1.38it/s, loss=0.076, pair=26.125, adv=3.391, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:41,  1.38it/s, loss=0.086, pair=24.922, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:24,  1.49it/s, loss=0.086, pair=24.922, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.100, pair=16.547, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.41it/s, loss=0.100, pair=16.547, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:36,  1.41it/s, loss=0.048, pair=25.797, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.048, pair=25.797, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.089, pair=23.781, adv=3.411, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:31,  1.43it/s, loss=0.089, pair=23.781, adv=3.411, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:31,  1.43it/s, loss=0.065, pair=21.656, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.065, pair=21.656, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.114, pair=37.688, adv=3.398, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:30,  1.42it/s, loss=0.114, pair=37.688, adv=3.398, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:30,  1.42it/s, loss=0.072, pair=30.609, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:22,  1.48it/s, loss=0.072, pair=30.609, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:22,  1.48it/s, loss=0.116, pair=24.578, adv=3.352, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:31,  1.41it/s, loss=0.116, pair=24.578, adv=3.352, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:31,  1.41it/s, loss=0.216, pair=28.672, adv=3.359, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.216, pair=28.672, adv=3.359, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.118, pair=31.766, adv=3.353, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:26,  1.43it/s, loss=0.118, pair=31.766, adv=3.353, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:26,  1.43it/s, loss=0.059, pair=34.062, adv=3.351, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:19,  1.48it/s, loss=0.059, pair=34.062, adv=3.351, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:19,  1.48it/s, loss=0.076, pair=26.625, adv=3.336, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:23,  1.44it/s, loss=0.076, pair=26.625, adv=3.336, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:23,  1.44it/s, loss=0.039, pair=29.672, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.039, pair=29.672, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.089, pair=36.094, adv=3.418, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:21,  1.45it/s, loss=0.089, pair=36.094, adv=3.418, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:21,  1.45it/s, loss=0.061, pair=19.516, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:13,  1.51it/s, loss=0.061, pair=19.516, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:13,  1.51it/s, loss=0.082, pair=25.312, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:20,  1.45it/s, loss=0.082, pair=25.312, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:20,  1.45it/s, loss=0.057, pair=21.281, adv=3.363, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:12,  1.50it/s, loss=0.057, pair=21.281, adv=3.363, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:12,  1.50it/s, loss=0.080, pair=26.375, adv=3.355, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:20,  1.44it/s, loss=0.080, pair=26.375, adv=3.355, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:20,  1.44it/s, loss=0.041, pair=24.766, adv=3.369, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.47it/s, loss=0.041, pair=24.766, adv=3.369, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.47it/s, loss=0.132, pair=28.562, adv=3.366, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:22,  1.41it/s, loss=0.132, pair=28.562, adv=3.366, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:22,  1.41it/s, loss=0.050, pair=19.906, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:13,  1.48it/s, loss=0.050, pair=19.906, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:13,  1.48it/s, loss=0.151, pair=25.109, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:19,  1.43it/s, loss=0.151, pair=25.109, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:19,  1.43it/s, loss=0.056, pair=22.594, adv=3.343, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:10,  1.49it/s, loss=0.056, pair=22.594, adv=3.343, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:10,  1.49it/s, loss=0.100, pair=24.422, adv=3.392, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:23,  1.38it/s, loss=0.100, pair=24.422, adv=3.392, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:23,  1.38it/s, loss=0.047, pair=28.531, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.047, pair=28.531, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.127, pair=28.078, adv=3.333, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:14,  1.44it/s, loss=0.127, pair=28.078, adv=3.333, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:14,  1.44it/s, loss=0.041, pair=26.828, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:03,  1.52it/s, loss=0.041, pair=26.828, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:03,  1.52it/s, loss=0.090, pair=27.062, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.090, pair=27.062, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.048, pair=33.188, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:05,  1.50it/s, loss=0.048, pair=33.188, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:05,  1.50it/s, loss=0.187, pair=31.562, adv=3.419, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:12,  1.43it/s, loss=0.187, pair=31.562, adv=3.419, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:12,  1.43it/s, loss=0.047, pair=31.500, adv=3.378, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.52it/s, loss=0.047, pair=31.500, adv=3.378, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:01,  1.52it/s, loss=0.078, pair=33.719, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:09,  1.45it/s, loss=0.078, pair=33.719, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:09,  1.45it/s, loss=0.066, pair=28.109, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:01,  1.50it/s, loss=0.066, pair=28.109, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:01,  1.50it/s, loss=0.064, pair=29.562, adv=3.385, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.064, pair=29.562, adv=3.385, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.051, pair=23.406, adv=3.406, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:01,  1.49it/s, loss=0.051, pair=23.406, adv=3.406, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.076, pair=31.188, adv=3.351, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:11,  1.41it/s, loss=0.076, pair=31.188, adv=3.351, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:11,  1.41it/s, loss=0.056, pair=26.359, adv=3.355, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:02,  1.48it/s, loss=0.056, pair=26.359, adv=3.355, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:02,  1.48it/s, loss=0.064, pair=37.125, adv=3.373, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:10,  1.41it/s, loss=0.064, pair=37.125, adv=3.373, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:10,  1.41it/s, loss=0.047, pair=23.781, adv=3.406, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:00,  1.48it/s, loss=0.047, pair=23.781, adv=3.406, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.189, pair=24.656, adv=3.368, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:07,  1.42it/s, loss=0.189, pair=24.656, adv=3.368, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:07,  1.42it/s, loss=0.047, pair=19.344, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<03:01,  1.46it/s, loss=0.047, pair=19.344, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<03:01,  1.46it/s, loss=0.055, pair=21.531, adv=3.364, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:09,  1.40it/s, loss=0.055, pair=21.531, adv=3.364, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:09,  1.40it/s, loss=0.045, pair=26.812, adv=3.375, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:56,  1.49it/s, loss=0.045, pair=26.812, adv=3.375, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:56,  1.49it/s, loss=0.138, pair=23.250, adv=3.354, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:02,  1.44it/s, loss=0.138, pair=23.250, adv=3.354, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:02,  1.44it/s, loss=0.077, pair=26.641, adv=3.372, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:53,  1.51it/s, loss=0.077, pair=26.641, adv=3.372, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:53,  1.51it/s, loss=0.083, pair=34.375, adv=3.392, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:08,  1.38it/s, loss=0.083, pair=34.375, adv=3.392, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:08,  1.38it/s, loss=0.064, pair=22.781, adv=3.404, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.064, pair=22.781, adv=3.404, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:57,  1.46it/s, loss=0.078, pair=23.391, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:05,  1.39it/s, loss=0.078, pair=23.391, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:05,  1.39it/s, loss=0.052, pair=25.812, adv=3.371, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:54,  1.47it/s, loss=0.052, pair=25.812, adv=3.371, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:54,  1.47it/s, loss=0.076, pair=24.234, adv=3.366, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:57,  1.44it/s, loss=0.076, pair=24.234, adv=3.366, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<02:57,  1.44it/s, loss=0.050, pair=25.891, adv=3.402, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:51,  1.48it/s, loss=0.050, pair=25.891, adv=3.402, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:51,  1.48it/s, loss=0.074, pair=25.172, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:57,  1.43it/s, loss=0.074, pair=25.172, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:57,  1.43it/s, loss=0.047, pair=22.750, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:51,  1.47it/s, loss=0.047, pair=22.750, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:51,  1.47it/s, loss=0.082, pair=29.656, adv=3.389, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:06,  1.35it/s, loss=0.082, pair=29.656, adv=3.389, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:06,  1.35it/s, loss=0.062, pair=18.406, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:55,  1.43it/s, loss=0.062, pair=18.406, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:55,  1.43it/s, loss=0.141, pair=31.672, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:56,  1.42it/s, loss=0.141, pair=31.672, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:56,  1.42it/s, loss=0.057, pair=19.781, adv=3.382, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.057, pair=19.781, adv=3.382, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:49,  1.47it/s, loss=0.471, pair=27.547, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:56,  1.41it/s, loss=0.471, pair=27.547, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:56,  1.41it/s, loss=0.043, pair=25.594, adv=3.339, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:47,  1.47it/s, loss=0.043, pair=25.594, adv=3.339, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:47,  1.47it/s, loss=0.050, pair=28.562, adv=3.381, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.050, pair=28.562, adv=3.381, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.049, pair=26.250, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.049, pair=26.250, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.090, pair=23.531, adv=3.359, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:46,  1.46it/s, loss=0.090, pair=23.531, adv=3.359, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:46,  1.46it/s, loss=0.042, pair=18.359, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:39,  1.53it/s, loss=0.042, pair=18.359, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:39,  1.53it/s, loss=0.089, pair=27.766, adv=3.341, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:46,  1.45it/s, loss=0.089, pair=27.766, adv=3.341, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:46,  1.45it/s, loss=0.043, pair=23.828, adv=3.371, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:40,  1.50it/s, loss=0.043, pair=23.828, adv=3.371, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:40,  1.50it/s, loss=0.089, pair=25.391, adv=3.381, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:48,  1.42it/s, loss=0.089, pair=25.391, adv=3.381, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:48,  1.42it/s, loss=0.048, pair=24.266, adv=3.383, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:43,  1.46it/s, loss=0.048, pair=24.266, adv=3.383, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:43,  1.46it/s, loss=0.078, pair=30.266, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:48,  1.41it/s, loss=0.078, pair=30.266, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:48,  1.41it/s, loss=0.048, pair=28.406, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:41,  1.47it/s, loss=0.048, pair=28.406, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:41,  1.47it/s, loss=0.091, pair=31.672, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.091, pair=31.672, adv=3.374, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.049, pair=29.578, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:38,  1.48it/s, loss=0.049, pair=29.578, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:38,  1.48it/s, loss=0.065, pair=27.656, adv=3.342, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:46,  1.41it/s, loss=0.065, pair=27.656, adv=3.342, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:46,  1.41it/s, loss=0.040, pair=17.891, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.040, pair=17.891, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:37,  1.48it/s, loss=0.071, pair=27.609, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:45,  1.40it/s, loss=0.071, pair=27.609, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:45,  1.40it/s, loss=0.049, pair=25.109, adv=3.356, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:38,  1.46it/s, loss=0.049, pair=25.109, adv=3.356, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:38,  1.46it/s, loss=0.048, pair=25.016, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:45,  1.39it/s, loss=0.048, pair=25.016, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:45,  1.39it/s, loss=0.033, pair=22.688, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.48it/s, loss=0.033, pair=22.688, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.48it/s, loss=0.078, pair=24.047, adv=3.340, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:39,  1.43it/s, loss=0.078, pair=24.047, adv=3.340, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:39,  1.43it/s, loss=0.042, pair=26.406, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.042, pair=26.406, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.346, pair=28.812, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.43it/s, loss=0.346, pair=28.812, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.43it/s, loss=0.037, pair=31.609, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:30,  1.50it/s, loss=0.037, pair=31.609, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:30,  1.50it/s, loss=0.071, pair=19.562, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:34,  1.45it/s, loss=0.071, pair=19.562, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:34,  1.45it/s, loss=0.037, pair=26.562, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:27,  1.51it/s, loss=0.037, pair=26.562, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:27,  1.51it/s, loss=0.146, pair=29.391, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:36,  1.42it/s, loss=0.146, pair=29.391, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:36,  1.42it/s, loss=0.037, pair=29.609, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:27,  1.50it/s, loss=0.037, pair=29.609, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:27,  1.50it/s, loss=0.203, pair=26.750, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.203, pair=26.750, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.048, pair=29.219, adv=3.328, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:26,  1.49it/s, loss=0.048, pair=29.219, adv=3.328, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:26,  1.49it/s, loss=0.054, pair=35.156, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:32,  1.43it/s, loss=0.054, pair=35.156, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:32,  1.43it/s, loss=0.043, pair=31.922, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:24,  1.50it/s, loss=0.043, pair=31.922, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:24,  1.50it/s, loss=0.069, pair=24.547, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:34,  1.40it/s, loss=0.069, pair=24.547, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:34,  1.40it/s, loss=0.042, pair=26.594, adv=3.356, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:27,  1.46it/s, loss=0.042, pair=26.594, adv=3.356, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:27,  1.46it/s, loss=0.067, pair=24.219, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:36,  1.36it/s, loss=0.067, pair=24.219, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:36,  1.36it/s, loss=0.040, pair=31.375, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:26,  1.45it/s, loss=0.040, pair=31.375, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:26,  1.45it/s, loss=0.056, pair=20.609, adv=3.336, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:30,  1.41it/s, loss=0.056, pair=20.609, adv=3.336, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:30,  1.41it/s, loss=0.043, pair=20.391, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:19,  1.52it/s, loss=0.043, pair=20.391, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:19,  1.52it/s, loss=0.068, pair=31.266, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:32,  1.38it/s, loss=0.068, pair=31.266, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:32,  1.38it/s, loss=0.041, pair=27.453, adv=3.341, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:24,  1.45it/s, loss=0.041, pair=27.453, adv=3.341, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:24,  1.45it/s, loss=0.061, pair=19.703, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:28,  1.40it/s, loss=0.061, pair=19.703, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:28,  1.40it/s, loss=0.058, pair=25.281, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.058, pair=25.281, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:21,  1.46it/s, loss=0.102, pair=21.625, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:31,  1.36it/s, loss=0.102, pair=21.625, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:31,  1.36it/s, loss=0.054, pair=25.641, adv=3.347, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:23,  1.43it/s, loss=0.054, pair=25.641, adv=3.347, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:23,  1.43it/s, loss=0.065, pair=21.469, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:27,  1.38it/s, loss=0.065, pair=21.469, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:27,  1.38it/s, loss=0.048, pair=23.953, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:20,  1.44it/s, loss=0.048, pair=23.953, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 130/333 [01:31<02:20,  1.44it/s, loss=0.064, pair=31.938, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:28,  1.36it/s, loss=0.064, pair=31.938, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:28,  1.36it/s, loss=0.082, pair=19.359, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:19,  1.44it/s, loss=0.082, pair=19.359, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:19,  1.44it/s, loss=0.123, pair=25.406, adv=3.353, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:28,  1.34it/s, loss=0.123, pair=25.406, adv=3.353, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 133/333 [01:33<02:28,  1.34it/s, loss=0.042, pair=26.375, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:19,  1.43it/s, loss=0.042, pair=26.375, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:19,  1.43it/s, loss=0.094, pair=20.000, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:23,  1.38it/s, loss=0.094, pair=20.000, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:23,  1.38it/s, loss=0.064, pair=26.297, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.064, pair=26.297, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:13,  1.48it/s, loss=0.087, pair=23.719, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:20,  1.39it/s, loss=0.087, pair=23.719, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:20,  1.39it/s, loss=0.052, pair=20.688, adv=3.366, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:13,  1.46it/s, loss=0.052, pair=20.688, adv=3.366, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:13,  1.46it/s, loss=0.115, pair=19.531, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:14,  1.44it/s, loss=0.115, pair=19.531, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:14,  1.44it/s, loss=0.053, pair=29.578, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.053, pair=29.578, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.075, pair=25.859, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.075, pair=25.859, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:13,  1.44it/s, loss=0.061, pair=28.359, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:05,  1.52it/s, loss=0.061, pair=28.359, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:05,  1.52it/s, loss=0.063, pair=27.719, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.44it/s, loss=0.063, pair=27.719, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.44it/s, loss=0.048, pair=29.750, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:06,  1.50it/s, loss=0.048, pair=29.750, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:06,  1.50it/s, loss=0.082, pair=25.281, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:11,  1.43it/s, loss=0.082, pair=25.281, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:11,  1.43it/s, loss=0.047, pair=22.875, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:05,  1.49it/s, loss=0.047, pair=22.875, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 146/333 [01:42<02:05,  1.49it/s, loss=0.083, pair=31.844, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.44it/s, loss=0.083, pair=31.844, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.44it/s, loss=0.046, pair=21.844, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:02,  1.52it/s, loss=0.046, pair=21.844, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:02,  1.52it/s, loss=0.053, pair=18.672, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:05,  1.46it/s, loss=0.053, pair=18.672, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:05,  1.46it/s, loss=0.052, pair=29.781, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:01,  1.50it/s, loss=0.052, pair=29.781, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:01,  1.50it/s, loss=0.183, pair=26.469, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:05,  1.44it/s, loss=0.183, pair=26.469, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:05,  1.44it/s, loss=0.045, pair=29.391, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:00,  1.50it/s, loss=0.045, pair=29.391, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:00,  1.50it/s, loss=0.073, pair=32.719, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:03,  1.45it/s, loss=0.073, pair=32.719, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:03,  1.45it/s, loss=0.041, pair=21.172, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:57,  1.52it/s, loss=0.041, pair=21.172, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<01:57,  1.52it/s, loss=0.153, pair=25.875, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.153, pair=25.875, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:03,  1.44it/s, loss=0.048, pair=31.109, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:58,  1.50it/s, loss=0.048, pair=31.109, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:58,  1.50it/s, loss=0.091, pair=30.859, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:03,  1.42it/s, loss=0.091, pair=30.859, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:03,  1.42it/s, loss=0.060, pair=30.688, adv=3.446, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.060, pair=30.688, adv=3.446, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:56,  1.50it/s, loss=0.053, pair=30.234, adv=3.353, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.053, pair=30.234, adv=3.353, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.039, pair=28.719, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.039, pair=28.719, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:54,  1.51it/s, loss=0.082, pair=20.641, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:00,  1.43it/s, loss=0.082, pair=20.641, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:00,  1.43it/s, loss=0.042, pair=23.766, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.042, pair=23.766, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.181, pair=16.578, adv=3.362, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.181, pair=16.578, adv=3.362, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.050, pair=32.656, adv=3.413, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:52,  1.50it/s, loss=0.050, pair=32.656, adv=3.413, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:52,  1.50it/s, loss=0.092, pair=28.984, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.092, pair=28.984, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.045, pair=28.375, adv=3.417, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:52,  1.48it/s, loss=0.045, pair=28.375, adv=3.417, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:52,  1.48it/s, loss=0.057, pair=25.672, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<02:01,  1.37it/s, loss=0.057, pair=25.672, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<02:01,  1.37it/s, loss=0.043, pair=21.562, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.46it/s, loss=0.043, pair=21.562, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:53,  1.46it/s, loss=0.080, pair=20.719, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.080, pair=20.719, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.045, pair=29.406, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:51,  1.46it/s, loss=0.045, pair=29.406, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:51,  1.46it/s, loss=0.073, pair=25.844, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:55,  1.40it/s, loss=0.073, pair=25.844, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:55,  1.40it/s, loss=0.041, pair=27.703, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.46it/s, loss=0.041, pair=27.703, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.46it/s, loss=0.077, pair=23.062, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:53,  1.42it/s, loss=0.077, pair=23.062, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:53,  1.42it/s, loss=0.038, pair=32.250, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:47,  1.47it/s, loss=0.038, pair=32.250, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:47,  1.47it/s, loss=0.087, pair=34.406, adv=3.355, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:54,  1.38it/s, loss=0.087, pair=34.406, adv=3.355, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:54,  1.38it/s, loss=0.040, pair=20.391, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:48,  1.45it/s, loss=0.040, pair=20.391, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:48,  1.45it/s, loss=0.062, pair=32.344, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:51,  1.40it/s, loss=0.062, pair=32.344, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:51,  1.40it/s, loss=0.035, pair=28.453, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:44,  1.48it/s, loss=0.035, pair=28.453, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 178/333 [02:04<01:44,  1.48it/s, loss=0.090, pair=18.938, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:51,  1.38it/s, loss=0.090, pair=18.938, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:51,  1.38it/s, loss=0.068, pair=32.312, adv=3.414, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.47it/s, loss=0.068, pair=32.312, adv=3.414, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:43,  1.47it/s, loss=0.135, pair=27.906, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.135, pair=27.906, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:47,  1.41it/s, loss=0.043, pair=26.547, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.043, pair=26.547, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.084, pair=21.562, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.084, pair=21.562, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:46,  1.41it/s, loss=0.040, pair=27.016, adv=3.325, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.040, pair=27.016, adv=3.325, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:40,  1.48it/s, loss=0.075, pair=27.203, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:43,  1.43it/s, loss=0.075, pair=27.203, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:43,  1.43it/s, loss=0.043, pair=29.484, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.043, pair=29.484, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.121, pair=17.297, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.41it/s, loss=0.121, pair=17.297, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:43,  1.41it/s, loss=0.044, pair=27.906, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:35,  1.51it/s, loss=0.044, pair=27.906, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:35,  1.51it/s, loss=0.077, pair=27.031, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:40,  1.44it/s, loss=0.077, pair=27.031, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:40,  1.44it/s, loss=0.052, pair=19.016, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:35,  1.50it/s, loss=0.052, pair=19.016, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:35,  1.50it/s, loss=0.141, pair=29.109, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:37,  1.46it/s, loss=0.141, pair=29.109, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:37,  1.46it/s, loss=0.037, pair=19.766, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:31,  1.54it/s, loss=0.037, pair=19.766, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:31,  1.54it/s, loss=0.090, pair=32.781, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:35,  1.47it/s, loss=0.090, pair=32.781, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:35,  1.47it/s, loss=0.065, pair=28.656, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:31,  1.52it/s, loss=0.065, pair=28.656, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:31,  1.52it/s, loss=0.056, pair=29.234, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.056, pair=29.234, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.048, pair=30.500, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:32,  1.48it/s, loss=0.048, pair=30.500, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.48it/s, loss=0.070, pair=23.234, adv=3.417, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:34,  1.44it/s, loss=0.070, pair=23.234, adv=3.417, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:34,  1.44it/s, loss=0.043, pair=30.203, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:29,  1.51it/s, loss=0.043, pair=30.203, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:29,  1.51it/s, loss=0.074, pair=19.625, adv=3.367, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:32,  1.45it/s, loss=0.074, pair=19.625, adv=3.367, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:32,  1.45it/s, loss=0.039, pair=31.688, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:28,  1.51it/s, loss=0.039, pair=31.688, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:28,  1.51it/s, loss=0.063, pair=24.531, adv=3.334, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:36,  1.37it/s, loss=0.063, pair=24.531, adv=3.334, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:36,  1.37it/s, loss=0.043, pair=25.266, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:29,  1.46it/s, loss=0.043, pair=25.266, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:29,  1.46it/s, loss=0.055, pair=21.734, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:31,  1.41it/s, loss=0.055, pair=21.734, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:31,  1.41it/s, loss=0.047, pair=27.938, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.047, pair=27.938, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:27,  1.47it/s, loss=0.060, pair=22.344, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:33,  1.37it/s, loss=0.060, pair=22.344, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:33,  1.37it/s, loss=0.042, pair=32.906, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:27,  1.46it/s, loss=0.042, pair=32.906, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:27,  1.46it/s, loss=0.074, pair=24.844, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:28,  1.43it/s, loss=0.074, pair=24.844, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:28,  1.43it/s, loss=0.035, pair=28.641, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:23,  1.49it/s, loss=0.035, pair=28.641, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:23,  1.49it/s, loss=0.077, pair=34.938, adv=3.349, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.077, pair=34.938, adv=3.349, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:28,  1.40it/s, loss=0.062, pair=26.391, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.062, pair=26.391, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:22,  1.49it/s, loss=0.058, pair=32.875, adv=3.353, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.058, pair=32.875, adv=3.353, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.051, pair=24.734, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:21,  1.48it/s, loss=0.051, pair=24.734, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:21,  1.48it/s, loss=0.230, pair=24.812, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.230, pair=24.812, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:24,  1.42it/s, loss=0.054, pair=23.562, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.054, pair=23.562, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.122, pair=22.016, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:23,  1.42it/s, loss=0.122, pair=22.016, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.42it/s, loss=0.077, pair=32.625, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.077, pair=32.625, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:19,  1.47it/s, loss=0.077, pair=29.750, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:20,  1.44it/s, loss=0.077, pair=29.750, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:20,  1.44it/s, loss=0.052, pair=23.812, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:16,  1.51it/s, loss=0.052, pair=23.812, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:16,  1.51it/s, loss=0.075, pair=25.703, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.075, pair=25.703, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:18,  1.45it/s, loss=0.048, pair=27.141, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.048, pair=27.141, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.069, pair=25.891, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.069, pair=25.891, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.042, pair=30.531, adv=3.367, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.042, pair=30.531, adv=3.367, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:14,  1.49it/s, loss=0.058, pair=23.141, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:15,  1.45it/s, loss=0.058, pair=23.141, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:15,  1.45it/s, loss=0.033, pair=20.125, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.033, pair=20.125, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.079, pair=26.500, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.46it/s, loss=0.079, pair=26.500, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:14,  1.46it/s, loss=0.044, pair=23.594, adv=3.376, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:10,  1.51it/s, loss=0.044, pair=23.594, adv=3.376, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:10,  1.51it/s, loss=0.087, pair=25.312, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:15,  1.41it/s, loss=0.087, pair=25.312, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:15,  1.41it/s, loss=0.037, pair=28.516, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.49it/s, loss=0.037, pair=28.516, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.49it/s, loss=0.106, pair=21.484, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.41it/s, loss=0.106, pair=21.484, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:13,  1.41it/s, loss=0.046, pair=24.500, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.48it/s, loss=0.046, pair=24.500, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.48it/s, loss=0.058, pair=24.109, adv=3.352, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:12,  1.40it/s, loss=0.058, pair=24.109, adv=3.352, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:12,  1.40it/s, loss=0.040, pair=23.547, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.040, pair=23.547, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:07,  1.49it/s, loss=0.082, pair=19.188, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.42it/s, loss=0.082, pair=19.188, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.42it/s, loss=0.060, pair=25.844, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:06,  1.49it/s, loss=0.060, pair=25.844, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.237, pair=25.453, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.237, pair=25.453, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:09,  1.42it/s, loss=0.064, pair=35.000, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.47it/s, loss=0.064, pair=35.000, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.47it/s, loss=0.074, pair=29.172, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:08,  1.41it/s, loss=0.074, pair=29.172, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:08,  1.41it/s, loss=0.049, pair=23.984, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.049, pair=23.984, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.062, pair=28.094, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.062, pair=28.094, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.043, pair=28.969, adv=3.339, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.49it/s, loss=0.043, pair=28.969, adv=3.339, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.059, pair=26.219, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.059, pair=26.219, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:05,  1.40it/s, loss=0.056, pair=22.672, adv=3.350, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.056, pair=22.672, adv=3.350, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:01,  1.49it/s, loss=0.059, pair=25.562, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.059, pair=25.562, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.034, pair=29.562, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<01:00,  1.47it/s, loss=0.034, pair=29.562, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.47it/s, loss=0.159, pair=30.078, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.159, pair=30.078, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:02,  1.42it/s, loss=0.097, pair=22.688, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.097, pair=22.688, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.069, pair=31.328, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.069, pair=31.328, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.198, pair=26.312, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:56,  1.49it/s, loss=0.198, pair=26.312, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:56,  1.49it/s, loss=0.077, pair=28.250, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.077, pair=28.250, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.040, pair=23.344, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:57,  1.46it/s, loss=0.040, pair=23.344, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:57,  1.46it/s, loss=0.064, pair=31.141, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.064, pair=31.141, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.40it/s, loss=0.041, pair=33.000, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.041, pair=33.000, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:55,  1.47it/s, loss=0.074, pair=26.828, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.43it/s, loss=0.074, pair=26.828, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.43it/s, loss=0.042, pair=26.875, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.48it/s, loss=0.042, pair=26.875, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.48it/s, loss=0.049, pair=25.984, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.44it/s, loss=0.049, pair=25.984, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.44it/s, loss=0.041, pair=26.312, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.51it/s, loss=0.041, pair=26.312, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.51it/s, loss=0.201, pair=26.172, adv=3.345, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.201, pair=26.172, adv=3.345, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.057, pair=24.984, adv=3.366, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.48it/s, loss=0.057, pair=24.984, adv=3.366, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.48it/s, loss=0.100, pair=29.609, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:54,  1.37it/s, loss=0.100, pair=29.609, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:54,  1.37it/s, loss=0.049, pair=21.875, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.47it/s, loss=0.049, pair=21.875, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.47it/s, loss=0.073, pair=26.672, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.073, pair=26.672, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.42it/s, loss=0.040, pair=24.625, adv=3.337, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.040, pair=24.625, adv=3.337, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.078, pair=26.703, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:48,  1.44it/s, loss=0.078, pair=26.703, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:48,  1.44it/s, loss=0.036, pair=23.734, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:45,  1.50it/s, loss=0.036, pair=23.734, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:45,  1.50it/s, loss=0.050, pair=26.531, adv=3.346, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.050, pair=26.531, adv=3.346, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.051, pair=34.281, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.051, pair=34.281, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.070, pair=33.125, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.070, pair=33.125, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.43it/s, loss=0.042, pair=34.094, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.48it/s, loss=0.042, pair=34.094, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.48it/s, loss=0.070, pair=22.062, adv=3.347, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.070, pair=22.062, adv=3.347, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.44it/s, loss=0.052, pair=29.703, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.50it/s, loss=0.052, pair=29.703, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:41,  1.50it/s, loss=0.069, pair=32.500, adv=3.355, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.44it/s, loss=0.069, pair=32.500, adv=3.355, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.44it/s, loss=0.059, pair=25.125, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:40,  1.52it/s, loss=0.059, pair=25.125, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.52it/s, loss=0.055, pair=26.312, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:43,  1.39it/s, loss=0.055, pair=26.312, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:43,  1.39it/s, loss=0.042, pair=26.922, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.042, pair=26.922, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:40,  1.47it/s, loss=0.074, pair=22.406, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.074, pair=22.406, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.039, pair=25.922, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.51it/s, loss=0.039, pair=25.922, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:37,  1.51it/s, loss=0.077, pair=29.594, adv=3.327, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.42it/s, loss=0.077, pair=29.594, adv=3.327, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.42it/s, loss=0.052, pair=29.062, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.47it/s, loss=0.052, pair=29.062, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:37,  1.47it/s, loss=0.064, pair=30.609, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:40,  1.35it/s, loss=0.064, pair=30.609, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:40,  1.35it/s, loss=0.033, pair=26.484, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.43it/s, loss=0.033, pair=26.484, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.43it/s, loss=0.116, pair=31.594, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:38,  1.35it/s, loss=0.116, pair=31.594, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:38,  1.35it/s, loss=0.046, pair=17.828, adv=3.412, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:35,  1.45it/s, loss=0.046, pair=17.828, adv=3.412, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:35,  1.45it/s, loss=0.096, pair=27.203, adv=3.392, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.40it/s, loss=0.096, pair=27.203, adv=3.392, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.40it/s, loss=0.053, pair=28.531, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:33,  1.46it/s, loss=0.053, pair=28.531, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:33,  1.46it/s, loss=0.110, pair=29.312, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:34,  1.41it/s, loss=0.110, pair=29.312, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:34,  1.41it/s, loss=0.039, pair=27.953, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.039, pair=27.953, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.48it/s, loss=0.087, pair=37.500, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.42it/s, loss=0.087, pair=37.500, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:32,  1.42it/s, loss=0.055, pair=29.016, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:29,  1.51it/s, loss=0.055, pair=29.016, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:29,  1.51it/s, loss=0.084, pair=23.734, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.46it/s, loss=0.084, pair=23.734, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.46it/s, loss=0.043, pair=27.250, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.52it/s, loss=0.043, pair=27.250, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:28,  1.52it/s, loss=0.073, pair=25.438, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:28,  1.46it/s, loss=0.073, pair=25.438, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:28,  1.46it/s, loss=0.056, pair=21.578, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.51it/s, loss=0.056, pair=21.578, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.51it/s, loss=0.095, pair=30.141, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.46it/s, loss=0.095, pair=30.141, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:27,  1.46it/s, loss=0.067, pair=29.719, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.50it/s, loss=0.067, pair=29.719, adv=3.365, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.50it/s, loss=0.058, pair=26.828, adv=3.351, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.058, pair=26.828, adv=3.351, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.053, pair=25.922, adv=3.395, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.053, pair=25.922, adv=3.395, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.49it/s, loss=0.079, pair=30.688, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.43it/s, loss=0.079, pair=30.688, adv=3.364, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.43it/s, loss=0.039, pair=26.438, adv=3.326, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.50it/s, loss=0.039, pair=26.438, adv=3.326, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.50it/s, loss=0.091, pair=26.891, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.091, pair=26.891, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.44it/s, loss=0.041, pair=31.062, adv=3.362, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.48it/s, loss=0.041, pair=31.062, adv=3.362, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.48it/s, loss=0.182, pair=27.109, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:21,  1.46it/s, loss=0.182, pair=27.109, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:21,  1.46it/s, loss=0.039, pair=33.125, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.51it/s, loss=0.039, pair=33.125, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.51it/s, loss=0.061, pair=26.297, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.061, pair=26.297, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.051, pair=17.906, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.51it/s, loss=0.051, pair=17.906, adv=3.361, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.084, pair=24.484, adv=3.392, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.46it/s, loss=0.084, pair=24.484, adv=3.392, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.46it/s, loss=0.039, pair=32.375, adv=3.343, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:17,  1.52it/s, loss=0.039, pair=32.375, adv=3.343, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:17,  1.52it/s, loss=0.047, pair=25.094, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:17,  1.45it/s, loss=0.047, pair=25.094, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:17,  1.45it/s, loss=0.046, pair=24.031, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.52it/s, loss=0.046, pair=24.031, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.52it/s, loss=0.069, pair=24.531, adv=3.414, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.41it/s, loss=0.069, pair=24.531, adv=3.414, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.41it/s, loss=0.043, pair=25.969, adv=3.362, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.48it/s, loss=0.043, pair=25.969, adv=3.362, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.48it/s, loss=0.075, pair=29.141, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.40it/s, loss=0.075, pair=29.141, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.044, pair=27.906, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.47it/s, loss=0.044, pair=27.906, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.47it/s, loss=0.069, pair=30.922, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.069, pair=30.922, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.040, pair=25.609, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:13,  1.46it/s, loss=0.040, pair=25.609, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:13,  1.46it/s, loss=0.085, pair=24.266, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.085, pair=24.266, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.40it/s, loss=0.039, pair=26.062, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.46it/s, loss=0.039, pair=26.062, adv=3.360, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.46it/s, loss=0.055, pair=19.219, adv=3.356, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.055, pair=19.219, adv=3.356, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.047, pair=26.234, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.047, pair=26.234, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.070, pair=20.078, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.070, pair=20.078, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.042, pair=27.422, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.042, pair=27.422, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.093, pair=30.625, adv=3.334, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.41it/s, loss=0.093, pair=30.625, adv=3.334, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.042, pair=27.328, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.042, pair=27.328, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.48it/s, loss=0.074, pair=18.047, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.074, pair=18.047, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.054, pair=21.250, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.054, pair=21.250, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.054, pair=24.078, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.46it/s, loss=0.054, pair=24.078, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.46it/s, loss=0.059, pair=34.000, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.059, pair=34.000, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.057, pair=20.141, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.38it/s, loss=0.057, pair=20.141, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.38it/s, loss=0.045, pair=30.266, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.46it/s, loss=0.045, pair=30.266, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.46it/s, loss=0.073, pair=27.484, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.073, pair=27.484, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.063, pair=33.750, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.50it/s, loss=0.063, pair=33.750, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.50it/s, loss=0.085, pair=31.000, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.085, pair=31.000, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.039, pair=25.531, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.039, pair=25.531, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.079, pair=29.750, adv=3.348, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.45it/s, loss=0.079, pair=29.750, adv=3.348, sprd=0.0
                                                                                                              
Epoch 010/60 [S1:deg_only]  loss=0.0715  mat=0.2874  sens=27.7317  pair=26.7227  adv=3.3778(rand=3.37)  deg=0.0221  orth=0.0125  spread=0.0011  q_mean=50.7  q_std=21.0  α=0.10 β=0.00 γ=1.00 λ_grl=0.600  lr=9.48e-05  230s

Ep 011/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 011/60 [S1→S2:ramp]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.059, pair=35.812, adv=3.375, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<07:01,  1.27s/it, loss=0.059, pair=35.812, adv=3.375, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<07:01,  1.27s/it, loss=0.049, pair=25.969, adv=3.395, sprd=0.002]
Ep 011/60 [S1→S2:ramp]:   1%| | 2/333 [00:01<04:43,  1.17it/s, loss=0.049, pair=25.969, adv=3.395, sprd=0.002]
Ep 011/60 [S1→S2:ramp]:   1%| | 2/333 [00:02<04:43,  1.17it/s, loss=0.075, pair=31.281, adv=3.351, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 3/333 [00:02<04:42,  1.17it/s, loss=0.075, pair=31.281, adv=3.351, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 3/333 [00:03<04:42,  1.17it/s, loss=0.048, pair=23.703, adv=3.403, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 4/333 [00:03<04:06,  1.33it/s, loss=0.048, pair=23.703, adv=3.403, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 4/333 [00:04<04:06,  1.33it/s, loss=0.061, pair=24.812, adv=3.376, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:09,  1.31it/s, loss=0.061, pair=24.812, adv=3.376, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:09,  1.31it/s, loss=0.066, pair=23.500, adv=3.388, sprd=0.002]
Ep 011/60 [S1→S2:ramp]:   2%| | 6/333 [00:04<03:47,  1.43it/s, loss=0.066, pair=23.500, adv=3.388, sprd=0.002]
Ep 011/60 [S1→S2:ramp]:   2%| | 6/333 [00:05<03:47,  1.43it/s, loss=0.302, pair=24.766, adv=3.378, sprd=0.003]
Ep 011/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<03:54,  1.39it/s, loss=0.302, pair=24.766, adv=3.378, sprd=0.003]
Ep 011/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<03:54,  1.39it/s, loss=0.046, pair=27.797, adv=3.373, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 8/333 [00:05<03:41,  1.47it/s, loss=0.046, pair=27.797, adv=3.373, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 8/333 [00:06<03:41,  1.47it/s, loss=0.095, pair=34.406, adv=3.350, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   3%| | 9/333 [00:06<03:53,  1.39it/s, loss=0.095, pair=34.406, adv=3.350, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   3%| | 9/333 [00:07<03:53,  1.39it/s, loss=0.056, pair=22.875, adv=3.398, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:39,  1.47it/s, loss=0.056, pair=22.875, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:39,  1.47it/s, loss=0.121, pair=29.984, adv=3.358, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:47,  1.42it/s, loss=0.121, pair=29.984, adv=3.358, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:47,  1.42it/s, loss=0.051, pair=23.969, adv=3.380, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:36,  1.48it/s, loss=0.051, pair=23.969, adv=3.380, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:36,  1.48it/s, loss=0.110, pair=31.672, adv=3.353, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.110, pair=31.672, adv=3.353, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:45,  1.42it/s, loss=0.100, pair=20.875, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.100, pair=20.875, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.190, pair=30.344, adv=3.349, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:45,  1.41it/s, loss=0.190, pair=30.344, adv=3.349, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:45,  1.41it/s, loss=0.044, pair=26.469, adv=3.389, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:36,  1.46it/s, loss=0.044, pair=26.469, adv=3.389, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:36,  1.46it/s, loss=0.070, pair=26.531, adv=3.379, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.070, pair=26.531, adv=3.379, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.053, pair=18.172, adv=3.379, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:29,  1.50it/s, loss=0.053, pair=18.172, adv=3.379, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:29,  1.50it/s, loss=0.064, pair=29.297, adv=3.369, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:39,  1.43it/s, loss=0.064, pair=29.297, adv=3.369, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:39,  1.43it/s, loss=0.054, pair=15.430, adv=3.372, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.49it/s, loss=0.054, pair=15.430, adv=3.372, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.49it/s, loss=0.092, pair=25.078, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:34,  1.46it/s, loss=0.092, pair=25.078, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:34,  1.46it/s, loss=0.047, pair=15.578, adv=3.389, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.047, pair=15.578, adv=3.389, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.082, pair=26.672, adv=3.341, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.082, pair=26.672, adv=3.341, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   7%| | 23/333 [00:17<03:40,  1.41it/s, loss=0.040, pair=28.047, adv=3.345, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.040, pair=28.047, adv=3.345, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.396, pair=28.688, adv=3.344, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:33,  1.44it/s, loss=0.396, pair=28.688, adv=3.344, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:33,  1.44it/s, loss=0.066, pair=21.781, adv=3.418, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:27,  1.48it/s, loss=0.066, pair=21.781, adv=3.418, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:27,  1.48it/s, loss=0.055, pair=24.172, adv=3.354, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:39,  1.39it/s, loss=0.055, pair=24.172, adv=3.354, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:39,  1.39it/s, loss=0.041, pair=31.422, adv=3.363, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:28,  1.47it/s, loss=0.041, pair=31.422, adv=3.363, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:28,  1.47it/s, loss=0.174, pair=26.312, adv=3.383, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:39,  1.38it/s, loss=0.174, pair=26.312, adv=3.383, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:39,  1.38it/s, loss=0.037, pair=31.625, adv=3.390, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.037, pair=31.625, adv=3.390, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.072, pair=26.156, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:30,  1.43it/s, loss=0.072, pair=26.156, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:30,  1.43it/s, loss=0.038, pair=19.281, adv=3.347, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:23,  1.48it/s, loss=0.038, pair=19.281, adv=3.347, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:23,  1.48it/s, loss=0.078, pair=35.031, adv=3.410, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:27,  1.45it/s, loss=0.078, pair=35.031, adv=3.410, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:27,  1.45it/s, loss=0.038, pair=28.047, adv=3.375, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.038, pair=28.047, adv=3.375, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.169, pair=26.688, adv=3.357, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.169, pair=26.688, adv=3.357, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:29,  1.42it/s, loss=0.036, pair=30.000, adv=3.367, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:16,  1.51it/s, loss=0.036, pair=30.000, adv=3.367, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:16,  1.51it/s, loss=0.072, pair=26.781, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:21,  1.47it/s, loss=0.072, pair=26.781, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:21,  1.47it/s, loss=0.046, pair=24.312, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.046, pair=24.312, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.056, pair=32.156, adv=3.373, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.44it/s, loss=0.056, pair=32.156, adv=3.373, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.44it/s, loss=0.041, pair=24.484, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:13,  1.51it/s, loss=0.041, pair=24.484, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:13,  1.51it/s, loss=0.077, pair=23.422, adv=3.386, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:18,  1.47it/s, loss=0.077, pair=23.422, adv=3.386, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:18,  1.47it/s, loss=0.065, pair=24.531, adv=3.413, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:10,  1.52it/s, loss=0.065, pair=24.531, adv=3.413, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:10,  1.52it/s, loss=0.077, pair=33.844, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.077, pair=33.844, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.033, pair=28.672, adv=3.358, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:15,  1.48it/s, loss=0.033, pair=28.672, adv=3.358, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:15,  1.48it/s, loss=0.173, pair=26.812, adv=3.378, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.173, pair=26.812, adv=3.378, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:21,  1.43it/s, loss=0.035, pair=29.750, adv=3.336, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.035, pair=29.750, adv=3.336, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.073, pair=30.453, adv=3.393, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:20,  1.43it/s, loss=0.073, pair=30.453, adv=3.393, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:20,  1.43it/s, loss=0.048, pair=20.375, adv=3.369, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:13,  1.47it/s, loss=0.048, pair=20.375, adv=3.369, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:13,  1.47it/s, loss=0.088, pair=20.875, adv=3.343, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.088, pair=20.875, adv=3.343, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.039, pair=32.625, adv=3.371, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:11,  1.48it/s, loss=0.039, pair=32.625, adv=3.371, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:11,  1.48it/s, loss=0.176, pair=27.750, adv=3.372, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:16,  1.43it/s, loss=0.176, pair=27.750, adv=3.372, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:16,  1.43it/s, loss=0.041, pair=26.891, adv=3.374, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:10,  1.48it/s, loss=0.041, pair=26.891, adv=3.374, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:10,  1.48it/s, loss=0.176, pair=31.562, adv=3.366, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:14,  1.44it/s, loss=0.176, pair=31.562, adv=3.366, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:14,  1.44it/s, loss=0.032, pair=30.406, adv=3.379, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:07,  1.49it/s, loss=0.032, pair=30.406, adv=3.379, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:07,  1.49it/s, loss=0.074, pair=26.812, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.074, pair=26.812, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.039, pair=25.719, adv=3.427, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:05,  1.49it/s, loss=0.039, pair=25.719, adv=3.427, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:05,  1.49it/s, loss=0.092, pair=26.641, adv=3.419, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:08,  1.46it/s, loss=0.092, pair=26.641, adv=3.419, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:08,  1.46it/s, loss=0.033, pair=23.922, adv=3.385, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.033, pair=23.922, adv=3.385, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:41<03:01,  1.51it/s, loss=0.058, pair=22.719, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.058, pair=22.719, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.031, pair=30.062, adv=3.381, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:04,  1.48it/s, loss=0.031, pair=30.062, adv=3.381, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:04,  1.48it/s, loss=0.054, pair=36.281, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.054, pair=36.281, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:43<03:10,  1.43it/s, loss=0.036, pair=22.438, adv=3.433, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.036, pair=22.438, adv=3.433, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.068, pair=28.297, adv=3.400, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:07,  1.44it/s, loss=0.068, pair=28.297, adv=3.400, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.042, pair=21.406, adv=3.419, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:59,  1.50it/s, loss=0.042, pair=21.406, adv=3.419, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<02:59,  1.50it/s, loss=0.056, pair=27.203, adv=3.377, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.39it/s, loss=0.056, pair=27.203, adv=3.377, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.39it/s, loss=0.057, pair=24.234, adv=3.361, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<03:01,  1.47it/s, loss=0.057, pair=24.234, adv=3.361, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<03:01,  1.47it/s, loss=0.082, pair=28.719, adv=3.361, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:08,  1.41it/s, loss=0.082, pair=28.719, adv=3.361, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:08,  1.41it/s, loss=0.054, pair=26.641, adv=3.426, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<03:00,  1.47it/s, loss=0.054, pair=26.641, adv=3.426, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<03:00,  1.47it/s, loss=0.059, pair=21.344, adv=3.353, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:05,  1.42it/s, loss=0.059, pair=21.344, adv=3.353, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.037, pair=29.281, adv=3.362, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:58,  1.48it/s, loss=0.037, pair=29.281, adv=3.362, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:58,  1.48it/s, loss=0.053, pair=20.688, adv=3.388, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.053, pair=20.688, adv=3.388, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:50<03:06,  1.41it/s, loss=0.037, pair=20.891, adv=3.336, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:59,  1.45it/s, loss=0.037, pair=20.891, adv=3.336, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:59,  1.45it/s, loss=0.221, pair=22.109, adv=3.405, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:08,  1.38it/s, loss=0.221, pair=22.109, adv=3.405, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:08,  1.38it/s, loss=0.052, pair=21.312, adv=3.403, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:55,  1.48it/s, loss=0.052, pair=21.312, adv=3.403, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:52<02:55,  1.48it/s, loss=0.207, pair=30.969, adv=3.401, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.207, pair=30.969, adv=3.401, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.039, pair=27.422, adv=3.366, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:56,  1.45it/s, loss=0.039, pair=27.422, adv=3.366, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:56,  1.45it/s, loss=0.059, pair=26.203, adv=3.362, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:01,  1.41it/s, loss=0.059, pair=26.203, adv=3.362, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.037, pair=34.750, adv=3.370, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:50,  1.50it/s, loss=0.037, pair=34.750, adv=3.370, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:55<02:50,  1.50it/s, loss=0.053, pair=25.125, adv=3.347, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<03:04,  1.38it/s, loss=0.053, pair=25.125, adv=3.347, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<03:04,  1.38it/s, loss=0.046, pair=28.125, adv=3.403, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:54,  1.45it/s, loss=0.046, pair=28.125, adv=3.403, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:54,  1.45it/s, loss=0.137, pair=20.562, adv=3.357, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<03:01,  1.39it/s, loss=0.137, pair=20.562, adv=3.357, sprd=0.002
Ep 011/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:57<03:01,  1.39it/s, loss=0.041, pair=34.719, adv=3.410, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:52,  1.45it/s, loss=0.041, pair=34.719, adv=3.410, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:52,  1.45it/s, loss=0.086, pair=26.438, adv=3.364, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:59,  1.39it/s, loss=0.086, pair=26.438, adv=3.364, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<02:59,  1.39it/s, loss=0.040, pair=23.672, adv=3.346, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:51,  1.45it/s, loss=0.040, pair=23.672, adv=3.346, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:59<02:51,  1.45it/s, loss=0.075, pair=26.516, adv=3.342, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:58,  1.39it/s, loss=0.075, pair=26.516, adv=3.342, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:58,  1.39it/s, loss=0.031, pair=30.141, adv=3.382, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:49,  1.46it/s, loss=0.031, pair=30.141, adv=3.382, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:49,  1.46it/s, loss=0.083, pair=25.625, adv=3.382, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.083, pair=25.625, adv=3.382, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.035, pair=28.625, adv=3.387, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:47,  1.46it/s, loss=0.035, pair=28.625, adv=3.387, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:47,  1.46it/s, loss=0.161, pair=24.000, adv=3.367, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:52,  1.41it/s, loss=0.161, pair=24.000, adv=3.367, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:52,  1.41it/s, loss=0.041, pair=26.156, adv=3.361, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:45,  1.46it/s, loss=0.041, pair=26.156, adv=3.361, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:03<02:45,  1.46it/s, loss=0.076, pair=24.984, adv=3.361, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.076, pair=24.984, adv=3.361, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.032, pair=29.953, adv=3.378, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:43,  1.47it/s, loss=0.032, pair=29.953, adv=3.378, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:43,  1.47it/s, loss=0.083, pair=28.406, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:48,  1.43it/s, loss=0.083, pair=28.406, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:05<02:48,  1.43it/s, loss=0.044, pair=27.297, adv=3.397, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.044, pair=27.297, adv=3.397, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:06<02:40,  1.49it/s, loss=0.098, pair=33.656, adv=3.435, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.098, pair=33.656, adv=3.435, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.049, pair=26.297, adv=3.390, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:39,  1.49it/s, loss=0.049, pair=26.297, adv=3.390, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:39,  1.49it/s, loss=0.076, pair=24.406, adv=3.404, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:41,  1.47it/s, loss=0.076, pair=24.406, adv=3.404, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:41,  1.47it/s, loss=0.046, pair=24.156, adv=3.374, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:32,  1.54it/s, loss=0.046, pair=24.156, adv=3.374, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:32,  1.54it/s, loss=0.093, pair=23.203, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:41,  1.45it/s, loss=0.093, pair=23.203, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:41,  1.45it/s, loss=0.037, pair=27.875, adv=3.357, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:34,  1.51it/s, loss=0.037, pair=27.875, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:10<02:34,  1.51it/s, loss=0.079, pair=25.547, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:39,  1.46it/s, loss=0.079, pair=25.547, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:39,  1.46it/s, loss=0.037, pair=29.703, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:30,  1.53it/s, loss=0.037, pair=29.703, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:30,  1.53it/s, loss=0.050, pair=17.812, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.050, pair=17.812, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:12<02:39,  1.44it/s, loss=0.037, pair=27.719, adv=3.429, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:31,  1.51it/s, loss=0.037, pair=27.719, adv=3.429, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:31,  1.51it/s, loss=0.079, pair=27.812, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:37,  1.45it/s, loss=0.079, pair=27.812, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:37,  1.45it/s, loss=0.049, pair=22.578, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.049, pair=22.578, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.058, pair=25.531, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:41,  1.40it/s, loss=0.058, pair=25.531, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:41,  1.40it/s, loss=0.044, pair=25.906, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:33,  1.46it/s, loss=0.044, pair=25.906, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:33,  1.46it/s, loss=0.057, pair=27.719, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:41,  1.39it/s, loss=0.057, pair=27.719, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:16<02:41,  1.39it/s, loss=0.121, pair=25.719, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:33,  1.45it/s, loss=0.121, pair=25.719, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:17<02:33,  1.45it/s, loss=0.258, pair=25.812, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.258, pair=25.812, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.046, pair=24.859, adv=3.331, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:29,  1.47it/s, loss=0.046, pair=24.859, adv=3.331, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:29,  1.47it/s, loss=0.059, pair=30.344, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:41,  1.36it/s, loss=0.059, pair=30.344, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:19<02:41,  1.36it/s, loss=0.035, pair=21.938, adv=3.356, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:29,  1.47it/s, loss=0.035, pair=21.938, adv=3.356, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:29,  1.47it/s, loss=0.057, pair=33.594, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:35,  1.40it/s, loss=0.057, pair=33.594, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:35,  1.40it/s, loss=0.036, pair=27.375, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.036, pair=27.375, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:21<02:25,  1.49it/s, loss=0.107, pair=33.594, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:41,  1.34it/s, loss=0.107, pair=33.594, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:41,  1.34it/s, loss=0.043, pair=30.609, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:28,  1.44it/s, loss=0.043, pair=30.609, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:28,  1.44it/s, loss=0.081, pair=28.469, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:32,  1.41it/s, loss=0.081, pair=28.469, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:23<02:32,  1.41it/s, loss=0.033, pair=28.312, adv=3.341, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:24,  1.48it/s, loss=0.033, pair=28.312, adv=3.341, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:24<02:24,  1.48it/s, loss=0.074, pair=16.656, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:32,  1.39it/s, loss=0.074, pair=16.656, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:32,  1.39it/s, loss=0.026, pair=21.469, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.026, pair=21.469, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.057, pair=32.719, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.057, pair=32.719, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:26<02:26,  1.43it/s, loss=0.038, pair=16.578, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:19,  1.49it/s, loss=0.038, pair=16.578, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:19,  1.49it/s, loss=0.087, pair=22.922, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:24,  1.44it/s, loss=0.087, pair=22.922, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:24,  1.44it/s, loss=0.051, pair=28.891, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:17,  1.51it/s, loss=0.051, pair=28.891, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:28<02:17,  1.51it/s, loss=0.069, pair=24.875, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:20,  1.46it/s, loss=0.069, pair=24.875, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:20,  1.46it/s, loss=0.048, pair=27.250, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:13,  1.54it/s, loss=0.048, pair=27.250, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:13,  1.54it/s, loss=0.057, pair=21.172, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:20,  1.45it/s, loss=0.057, pair=21.172, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:30<02:20,  1.45it/s, loss=0.046, pair=26.312, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.046, pair=26.312, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.085, pair=18.297, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:18,  1.46it/s, loss=0.085, pair=18.297, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:18,  1.46it/s, loss=0.054, pair=32.938, adv=3.343, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:14,  1.50it/s, loss=0.054, pair=32.938, adv=3.343, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:32<02:14,  1.50it/s, loss=0.064, pair=27.344, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:20,  1.42it/s, loss=0.064, pair=27.344, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:20,  1.42it/s, loss=0.032, pair=19.859, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:12,  1.51it/s, loss=0.032, pair=19.859, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:12,  1.51it/s, loss=0.071, pair=26.672, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:17,  1.44it/s, loss=0.071, pair=26.672, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:34<02:17,  1.44it/s, loss=0.039, pair=26.875, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:09,  1.52it/s, loss=0.039, pair=26.875, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:09,  1.52it/s, loss=0.118, pair=33.281, adv=3.331, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.118, pair=33.281, adv=3.331, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:15,  1.45it/s, loss=0.043, pair=24.844, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:09,  1.51it/s, loss=0.043, pair=24.844, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:09,  1.51it/s, loss=0.065, pair=17.688, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.065, pair=17.688, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.033, pair=28.906, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.033, pair=28.906, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.070, pair=29.641, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:12,  1.45it/s, loss=0.070, pair=29.641, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:12,  1.45it/s, loss=0.036, pair=22.484, adv=3.365, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.036, pair=22.484, adv=3.365, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.054, pair=27.266, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:12,  1.43it/s, loss=0.054, pair=27.266, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:12,  1.43it/s, loss=0.053, pair=20.516, adv=3.336, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.053, pair=20.516, adv=3.336, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:07,  1.48it/s, loss=0.053, pair=27.562, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:14,  1.40it/s, loss=0.053, pair=27.562, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:14,  1.40it/s, loss=0.044, pair=27.016, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:07,  1.47it/s, loss=0.044, pair=27.016, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.134, pair=27.094, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:13,  1.39it/s, loss=0.134, pair=27.094, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:13,  1.39it/s, loss=0.041, pair=25.750, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.041, pair=25.750, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:43<02:06,  1.46it/s, loss=0.179, pair=27.156, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.179, pair=27.156, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.046, pair=25.641, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.046, pair=25.641, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.129, pair=25.172, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:10,  1.39it/s, loss=0.129, pair=25.172, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:45<02:10,  1.39it/s, loss=0.034, pair=28.516, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:04,  1.46it/s, loss=0.034, pair=28.516, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:46<02:04,  1.46it/s, loss=0.054, pair=28.516, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.054, pair=28.516, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.035, pair=21.984, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:03,  1.44it/s, loss=0.035, pair=21.984, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<02:03,  1.44it/s, loss=0.048, pair=20.672, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:06,  1.40it/s, loss=0.048, pair=20.672, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:48<02:06,  1.40it/s, loss=0.033, pair=28.359, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.033, pair=28.359, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.070, pair=35.375, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.070, pair=35.375, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:08,  1.37it/s, loss=0.030, pair=30.016, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<02:01,  1.44it/s, loss=0.030, pair=30.016, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:50<02:01,  1.44it/s, loss=0.078, pair=27.266, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.078, pair=27.266, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.090, pair=34.469, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:57,  1.47it/s, loss=0.090, pair=34.469, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:57,  1.47it/s, loss=0.067, pair=31.703, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:59,  1.44it/s, loss=0.067, pair=31.703, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.034, pair=32.250, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.50it/s, loss=0.034, pair=32.250, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.50it/s, loss=0.062, pair=28.156, adv=3.348, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:55,  1.47it/s, loss=0.062, pair=28.156, adv=3.348, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<01:55,  1.47it/s, loss=0.044, pair=35.531, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:49,  1.55it/s, loss=0.044, pair=35.531, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:49,  1.55it/s, loss=0.064, pair=24.250, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:54,  1.47it/s, loss=0.064, pair=24.250, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:54,  1.47it/s, loss=0.041, pair=27.156, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:48,  1.54it/s, loss=0.041, pair=27.156, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:48,  1.54it/s, loss=0.178, pair=28.172, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:52,  1.47it/s, loss=0.178, pair=28.172, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:56<01:52,  1.47it/s, loss=0.040, pair=20.891, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.040, pair=20.891, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.056, pair=31.234, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:52,  1.45it/s, loss=0.056, pair=31.234, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:52,  1.45it/s, loss=0.055, pair=28.625, adv=3.350, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:48,  1.51it/s, loss=0.055, pair=28.625, adv=3.350, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:48,  1.51it/s, loss=0.788, pair=19.703, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:50,  1.46it/s, loss=0.788, pair=19.703, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:50,  1.46it/s, loss=0.040, pair=18.578, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:45,  1.52it/s, loss=0.040, pair=18.578, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:45,  1.52it/s, loss=0.062, pair=23.875, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:51,  1.43it/s, loss=0.062, pair=23.875, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:51,  1.43it/s, loss=0.029, pair=25.312, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.029, pair=25.312, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.045, pair=14.570, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:50,  1.43it/s, loss=0.045, pair=14.570, adv=3.345, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.044, pair=25.688, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.044, pair=25.688, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.059, pair=29.125, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:48,  1.43it/s, loss=0.059, pair=29.125, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:48,  1.43it/s, loss=0.031, pair=33.531, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:41,  1.52it/s, loss=0.031, pair=33.531, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:41,  1.52it/s, loss=0.076, pair=33.812, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:45,  1.46it/s, loss=0.076, pair=33.812, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:45,  1.46it/s, loss=0.037, pair=24.797, adv=3.340, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:41,  1.51it/s, loss=0.037, pair=24.797, adv=3.340, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:05<01:41,  1.51it/s, loss=0.054, pair=34.344, adv=3.350, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:45,  1.44it/s, loss=0.054, pair=34.344, adv=3.350, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:45,  1.44it/s, loss=0.046, pair=23.562, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.046, pair=23.562, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.052, pair=23.656, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.052, pair=23.656, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:07<01:46,  1.41it/s, loss=0.038, pair=22.766, adv=3.342, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.038, pair=22.766, adv=3.342, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.062, pair=29.859, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:46,  1.39it/s, loss=0.062, pair=29.859, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:46,  1.39it/s, loss=0.033, pair=23.984, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:40,  1.47it/s, loss=0.033, pair=23.984, adv=3.352, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:40,  1.47it/s, loss=0.068, pair=27.500, adv=3.331, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.068, pair=27.500, adv=3.331, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.048, pair=24.234, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:38,  1.47it/s, loss=0.048, pair=24.234, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:38,  1.47it/s, loss=0.085, pair=25.594, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:42,  1.41it/s, loss=0.085, pair=25.594, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:42,  1.41it/s, loss=0.040, pair=22.750, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:37,  1.47it/s, loss=0.040, pair=22.750, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:12<01:37,  1.47it/s, loss=0.070, pair=28.125, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.070, pair=28.125, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.034, pair=30.188, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:35,  1.47it/s, loss=0.034, pair=30.188, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.049, pair=28.656, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.049, pair=28.656, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.048, pair=33.312, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:33,  1.48it/s, loss=0.048, pair=33.312, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.48it/s, loss=0.058, pair=24.203, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.42it/s, loss=0.058, pair=24.203, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:37,  1.42it/s, loss=0.053, pair=28.047, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:33,  1.46it/s, loss=0.053, pair=28.047, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:16<01:33,  1.46it/s, loss=0.103, pair=34.875, adv=3.336, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.40it/s, loss=0.103, pair=34.875, adv=3.336, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.40it/s, loss=0.047, pair=30.141, adv=3.376, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:31,  1.48it/s, loss=0.047, pair=30.141, adv=3.376, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.055, pair=24.516, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:33,  1.43it/s, loss=0.055, pair=24.516, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:18<01:33,  1.43it/s, loss=0.038, pair=27.266, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:29,  1.49it/s, loss=0.038, pair=27.266, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:29,  1.49it/s, loss=0.066, pair=33.469, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:31,  1.44it/s, loss=0.066, pair=33.469, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:31,  1.44it/s, loss=0.028, pair=30.344, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.50it/s, loss=0.028, pair=30.344, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:27,  1.50it/s, loss=0.054, pair=34.438, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.43it/s, loss=0.054, pair=34.438, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.43it/s, loss=0.038, pair=24.688, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:27,  1.48it/s, loss=0.038, pair=24.688, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.48it/s, loss=0.087, pair=22.734, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:31,  1.40it/s, loss=0.087, pair=22.734, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:31,  1.40it/s, loss=0.047, pair=28.828, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.47it/s, loss=0.047, pair=28.828, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:23<01:26,  1.47it/s, loss=0.173, pair=26.797, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.173, pair=26.797, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.033, pair=20.391, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:25,  1.47it/s, loss=0.033, pair=20.391, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:25,  1.47it/s, loss=0.077, pair=27.422, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:27,  1.42it/s, loss=0.077, pair=27.422, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:25<01:27,  1.42it/s, loss=0.034, pair=23.281, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.034, pair=23.281, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.059, pair=24.516, adv=3.348, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:26,  1.41it/s, loss=0.059, pair=24.516, adv=3.348, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.029, pair=22.469, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:20,  1.50it/s, loss=0.029, pair=22.469, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:27<01:20,  1.50it/s, loss=0.068, pair=21.453, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.43it/s, loss=0.068, pair=21.453, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.43it/s, loss=0.033, pair=26.438, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:20,  1.49it/s, loss=0.033, pair=26.438, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:20,  1.49it/s, loss=0.056, pair=17.953, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:23,  1.41it/s, loss=0.056, pair=17.953, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.031, pair=27.766, adv=3.425, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:18,  1.48it/s, loss=0.031, pair=27.766, adv=3.425, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:18,  1.48it/s, loss=0.206, pair=30.047, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:22,  1.41it/s, loss=0.206, pair=30.047, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:22,  1.41it/s, loss=0.051, pair=35.062, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.49it/s, loss=0.051, pair=35.062, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.49it/s, loss=0.055, pair=18.391, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:21,  1.40it/s, loss=0.055, pair=18.391, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:21,  1.40it/s, loss=0.032, pair=22.328, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:17,  1.46it/s, loss=0.032, pair=22.328, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:17,  1.46it/s, loss=0.089, pair=22.859, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.089, pair=22.859, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.046, pair=23.797, adv=3.322, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:14,  1.48it/s, loss=0.046, pair=23.797, adv=3.322, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:34<01:14,  1.48it/s, loss=0.225, pair=24.594, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:16,  1.43it/s, loss=0.225, pair=24.594, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:16,  1.43it/s, loss=0.047, pair=23.031, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:13,  1.48it/s, loss=0.047, pair=23.031, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:13,  1.48it/s, loss=0.060, pair=28.953, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:17,  1.39it/s, loss=0.060, pair=28.953, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:36<01:17,  1.39it/s, loss=0.050, pair=33.531, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:13,  1.46it/s, loss=0.050, pair=33.531, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:13,  1.46it/s, loss=0.054, pair=25.672, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:14,  1.43it/s, loss=0.054, pair=25.672, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:14,  1.43it/s, loss=0.066, pair=23.969, adv=3.365, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:09,  1.50it/s, loss=0.066, pair=23.969, adv=3.365, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:09,  1.50it/s, loss=0.094, pair=33.000, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:14,  1.40it/s, loss=0.094, pair=33.000, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:14,  1.40it/s, loss=0.033, pair=25.766, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:10,  1.47it/s, loss=0.033, pair=25.766, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:10,  1.47it/s, loss=0.077, pair=15.875, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:09,  1.46it/s, loss=0.077, pair=15.875, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:09,  1.46it/s, loss=0.052, pair=27.391, adv=3.348, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.52it/s, loss=0.052, pair=27.391, adv=3.348, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.52it/s, loss=0.070, pair=32.938, adv=3.330, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:09,  1.45it/s, loss=0.070, pair=32.938, adv=3.330, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:09,  1.45it/s, loss=0.043, pair=30.500, adv=3.353, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:05,  1.51it/s, loss=0.043, pair=30.500, adv=3.353, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.078, pair=33.781, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:07,  1.45it/s, loss=0.078, pair=33.781, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:07,  1.45it/s, loss=0.030, pair=31.016, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:04,  1.50it/s, loss=0.030, pair=31.016, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:04,  1.50it/s, loss=0.448, pair=30.875, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:05,  1.46it/s, loss=0.448, pair=30.875, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:44<01:05,  1.46it/s, loss=0.037, pair=30.719, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:02,  1.52it/s, loss=0.037, pair=30.719, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:45<01:02,  1.52it/s, loss=0.259, pair=28.031, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.259, pair=28.031, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.030, pair=23.969, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:02,  1.49it/s, loss=0.030, pair=23.969, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.061, pair=20.391, adv=3.341, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.061, pair=20.391, adv=3.341, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:47<01:05,  1.40it/s, loss=0.044, pair=28.609, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:02,  1.46it/s, loss=0.044, pair=28.609, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:02,  1.46it/s, loss=0.063, pair=25.984, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:04,  1.41it/s, loss=0.063, pair=25.984, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:48<01:04,  1.41it/s, loss=0.063, pair=20.797, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<01:00,  1.46it/s, loss=0.063, pair=20.797, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:49<01:00,  1.46it/s, loss=0.057, pair=29.375, adv=3.344, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:02,  1.40it/s, loss=0.057, pair=29.375, adv=3.344, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:02,  1.40it/s, loss=0.044, pair=25.609, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:59,  1.47it/s, loss=0.044, pair=25.609, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:59,  1.47it/s, loss=0.194, pair=29.578, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:01,  1.39it/s, loss=0.194, pair=29.578, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:51<01:01,  1.39it/s, loss=0.035, pair=26.391, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:58,  1.46it/s, loss=0.035, pair=26.391, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:52<00:58,  1.46it/s, loss=0.078, pair=29.969, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<01:00,  1.40it/s, loss=0.078, pair=29.969, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<01:00,  1.40it/s, loss=0.031, pair=33.969, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:56,  1.47it/s, loss=0.031, pair=33.969, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.059, pair=27.609, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.059, pair=27.609, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:54<00:58,  1.40it/s, loss=0.033, pair=29.266, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.033, pair=29.266, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.053, pair=26.359, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:56,  1.41it/s, loss=0.053, pair=26.359, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.041, pair=29.250, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:53,  1.48it/s, loss=0.041, pair=29.250, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:56<00:53,  1.48it/s, loss=0.063, pair=25.828, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.41it/s, loss=0.063, pair=25.828, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.41it/s, loss=0.025, pair=20.672, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:51,  1.48it/s, loss=0.025, pair=20.672, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.48it/s, loss=0.087, pair=22.781, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:53,  1.41it/s, loss=0.087, pair=22.781, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:58<00:53,  1.41it/s, loss=0.027, pair=26.609, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.48it/s, loss=0.027, pair=26.609, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.48it/s, loss=0.117, pair=23.219, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:51,  1.42it/s, loss=0.117, pair=23.219, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:51,  1.42it/s, loss=0.033, pair=26.703, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.51it/s, loss=0.033, pair=26.703, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:48,  1.51it/s, loss=0.067, pair=29.016, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.067, pair=29.016, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.039, pair=31.391, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:47,  1.50it/s, loss=0.039, pair=31.391, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:47,  1.50it/s, loss=0.126, pair=21.875, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.43it/s, loss=0.126, pair=21.875, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.43it/s, loss=0.040, pair=35.562, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.040, pair=35.562, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:03<00:45,  1.51it/s, loss=0.059, pair=26.125, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.059, pair=26.125, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.068, pair=24.844, adv=3.347, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:44,  1.49it/s, loss=0.068, pair=24.844, adv=3.347, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:44,  1.49it/s, loss=0.053, pair=34.375, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.053, pair=34.375, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.037, pair=29.172, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:42,  1.52it/s, loss=0.037, pair=29.172, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:42,  1.52it/s, loss=0.067, pair=21.703, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:44,  1.43it/s, loss=0.067, pair=21.703, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.033, pair=23.656, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.50it/s, loss=0.033, pair=23.656, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:07<00:42,  1.50it/s, loss=0.054, pair=26.484, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.44it/s, loss=0.054, pair=26.484, adv=3.377, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.44it/s, loss=0.038, pair=24.297, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.038, pair=24.297, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:40,  1.50it/s, loss=0.098, pair=23.344, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:40,  1.47it/s, loss=0.098, pair=23.344, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:09<00:40,  1.47it/s, loss=0.044, pair=25.141, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:38,  1.52it/s, loss=0.044, pair=25.141, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:38,  1.52it/s, loss=0.099, pair=16.266, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.45it/s, loss=0.099, pair=16.266, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.45it/s, loss=0.033, pair=26.703, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:37,  1.51it/s, loss=0.033, pair=26.703, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:11<00:37,  1.51it/s, loss=0.066, pair=26.312, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.066, pair=26.312, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.036, pair=20.875, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.52it/s, loss=0.036, pair=20.875, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.52it/s, loss=0.095, pair=26.000, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.45it/s, loss=0.095, pair=26.000, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:13<00:37,  1.45it/s, loss=0.039, pair=26.797, adv=3.391, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:34,  1.53it/s, loss=0.039, pair=26.797, adv=3.391, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:34,  1.53it/s, loss=0.129, pair=32.219, adv=3.322, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:35,  1.45it/s, loss=0.129, pair=32.219, adv=3.322, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:35,  1.45it/s, loss=0.034, pair=21.969, adv=3.354, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.034, pair=21.969, adv=3.354, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.061, pair=24.703, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.061, pair=24.703, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.028, pair=22.312, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.51it/s, loss=0.028, pair=22.312, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.51it/s, loss=0.050, pair=21.719, adv=3.391, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.45it/s, loss=0.050, pair=21.719, adv=3.391, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.45it/s, loss=0.036, pair=21.562, adv=3.353, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:30,  1.53it/s, loss=0.036, pair=21.562, adv=3.353, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:30,  1.53it/s, loss=0.053, pair=16.969, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:32,  1.43it/s, loss=0.053, pair=16.969, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:32,  1.43it/s, loss=0.024, pair=30.828, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:30,  1.50it/s, loss=0.024, pair=30.828, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.50it/s, loss=0.057, pair=22.297, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.057, pair=22.297, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.038, pair=26.234, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:29,  1.47it/s, loss=0.038, pair=26.234, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.47it/s, loss=0.096, pair=36.094, adv=3.353, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:31,  1.35it/s, loss=0.096, pair=36.094, adv=3.353, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:31,  1.35it/s, loss=0.035, pair=27.531, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:28,  1.43it/s, loss=0.035, pair=27.531, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:28,  1.43it/s, loss=0.097, pair=27.938, adv=3.349, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.39it/s, loss=0.097, pair=27.938, adv=3.349, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.39it/s, loss=0.051, pair=26.297, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.45it/s, loss=0.051, pair=26.297, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.45it/s, loss=0.068, pair=18.625, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.41it/s, loss=0.068, pair=18.625, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:24<00:27,  1.41it/s, loss=0.031, pair=23.641, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.031, pair=23.641, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.053, pair=31.609, adv=3.378, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:24,  1.44it/s, loss=0.053, pair=31.609, adv=3.378, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:24,  1.44it/s, loss=0.029, pair=33.938, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.49it/s, loss=0.029, pair=33.938, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.49it/s, loss=0.059, pair=26.703, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.39it/s, loss=0.059, pair=26.703, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.39it/s, loss=0.033, pair=33.750, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:22,  1.46it/s, loss=0.033, pair=33.750, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.46it/s, loss=0.049, pair=32.781, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.41it/s, loss=0.049, pair=32.781, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.41it/s, loss=0.025, pair=28.484, adv=3.328, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:21,  1.47it/s, loss=0.025, pair=28.484, adv=3.328, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:29<00:21,  1.47it/s, loss=0.039, pair=22.750, adv=3.418, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.41it/s, loss=0.039, pair=22.750, adv=3.418, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.41it/s, loss=0.037, pair=30.031, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.037, pair=30.031, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.47it/s, loss=0.047, pair=22.641, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.41it/s, loss=0.047, pair=22.641, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:31<00:19,  1.41it/s, loss=0.026, pair=30.422, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.026, pair=30.422, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.940, pair=30.078, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.42it/s, loss=0.940, pair=30.078, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.42it/s, loss=0.040, pair=28.500, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.49it/s, loss=0.040, pair=28.500, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.49it/s, loss=0.041, pair=31.125, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.41it/s, loss=0.041, pair=31.125, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.41it/s, loss=0.026, pair=31.922, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.50it/s, loss=0.026, pair=31.922, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.50it/s, loss=0.064, pair=28.656, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.46it/s, loss=0.064, pair=28.656, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.46it/s, loss=0.033, pair=28.531, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:13,  1.51it/s, loss=0.033, pair=28.531, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:13,  1.51it/s, loss=0.038, pair=26.891, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.038, pair=26.891, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:13,  1.43it/s, loss=0.030, pair=20.391, adv=3.351, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.030, pair=20.391, adv=3.351, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.48it/s, loss=0.081, pair=21.312, adv=3.346, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.081, pair=21.312, adv=3.346, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.025, pair=21.688, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.025, pair=21.688, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.075, pair=23.859, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.37it/s, loss=0.075, pair=23.859, adv=3.355, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.37it/s, loss=0.032, pair=28.672, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.032, pair=28.672, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.45it/s, loss=0.040, pair=24.453, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.040, pair=24.453, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.025, pair=31.406, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.46it/s, loss=0.025, pair=31.406, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.46it/s, loss=0.053, pair=24.297, adv=3.378, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.053, pair=24.297, adv=3.378, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.028, pair=28.094, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.028, pair=28.094, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.145, pair=33.688, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.145, pair=33.688, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.029, pair=22.203, adv=3.333, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.47it/s, loss=0.029, pair=22.203, adv=3.333, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.081, pair=30.734, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.081, pair=30.734, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.040, pair=27.375, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.040, pair=27.375, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.072, pair=30.172, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.072, pair=30.172, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.027, pair=19.828, adv=3.349, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.50it/s, loss=0.027, pair=19.828, adv=3.349, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.50it/s, loss=0.055, pair=24.047, adv=3.342, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.055, pair=24.047, adv=3.342, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.025, pair=23.156, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.025, pair=23.156, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:48<00:01,  1.51it/s, loss=0.048, pair=26.078, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.048, pair=26.078, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.032, pair=28.109, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.032, pair=28.109, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.169, pair=26.078, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.42it/s, loss=0.169, pair=26.078, adv=3.374, sprd=0.00
                                                                                                              
Epoch 011/60 [S1→S2:ramp]  loss=0.0704  mat=0.2154  sens=27.6118  pair=26.6031  adv=3.3770(rand=3.37)  deg=0.0278  orth=0.0137  spread=0.0010  q_mean=50.4  q_std=21.1  α=0.10 β=0.00 γ=1.00 λ_grl=0.600  lr=9.36e-05  230s

Ep 012/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 012/60 [S1→S2:ramp]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.924, pair=27.469, adv=3.344, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<06:12,  1.12s/it, loss=0.924, pair=27.469, adv=3.344, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<06:12,  1.12s/it, loss=0.918, pair=28.484, adv=3.383, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   1%| | 2/333 [00:01<04:26,  1.24it/s, loss=0.918, pair=28.484, adv=3.383, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   1%| | 2/333 [00:02<04:26,  1.24it/s, loss=0.803, pair=23.859, adv=3.339, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 3/333 [00:02<04:21,  1.26it/s, loss=0.803, pair=23.859, adv=3.339, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 3/333 [00:03<04:21,  1.26it/s, loss=0.881, pair=27.172, adv=3.282, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 4/333 [00:03<03:56,  1.39it/s, loss=0.881, pair=27.172, adv=3.282, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 4/333 [00:03<03:56,  1.39it/s, loss=0.713, pair=20.891, adv=3.166, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 5/333 [00:03<04:05,  1.34it/s, loss=0.713, pair=20.891, adv=3.166, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:05,  1.34it/s, loss=0.674, pair=20.156, adv=3.172, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   2%| | 6/333 [00:04<03:48,  1.43it/s, loss=0.674, pair=20.156, adv=3.172, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   2%| | 6/333 [00:05<03:48,  1.43it/s, loss=0.511, pair=14.531, adv=3.198, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<03:56,  1.38it/s, loss=0.511, pair=14.531, adv=3.198, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<03:56,  1.38it/s, loss=0.683, pair=20.172, adv=3.089, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:   2%| | 8/333 [00:05<03:42,  1.46it/s, loss=0.683, pair=20.172, adv=3.089, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:   2%| | 8/333 [00:06<03:42,  1.46it/s, loss=0.955, pair=24.219, adv=3.090, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   3%| | 9/333 [00:06<03:50,  1.41it/s, loss=0.955, pair=24.219, adv=3.090, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   3%| | 9/333 [00:07<03:50,  1.41it/s, loss=0.849, pair=25.953, adv=2.987, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:38,  1.48it/s, loss=0.849, pair=25.953, adv=2.987, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:38,  1.48it/s, loss=1.037, pair=26.938, adv=2.950, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:47,  1.41it/s, loss=1.037, pair=26.938, adv=2.950, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:47,  1.41it/s, loss=1.033, pair=31.734, adv=3.024, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:37,  1.48it/s, loss=1.033, pair=31.734, adv=3.024, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:37,  1.48it/s, loss=0.856, pair=25.359, adv=2.997, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:54,  1.36it/s, loss=0.856, pair=25.359, adv=2.997, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:54,  1.36it/s, loss=0.919, pair=28.000, adv=2.926, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:40,  1.45it/s, loss=0.919, pair=28.000, adv=2.926, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:40,  1.45it/s, loss=0.953, pair=20.469, adv=2.979, sprd=0.003
Ep 012/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:46,  1.41it/s, loss=0.953, pair=20.469, adv=2.979, sprd=0.003
Ep 012/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:46,  1.41it/s, loss=0.722, pair=20.969, adv=2.719, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.722, pair=20.969, adv=2.719, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.935, pair=27.766, adv=2.730, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:42,  1.42it/s, loss=0.935, pair=27.766, adv=2.730, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:42,  1.42it/s, loss=0.688, pair=18.672, adv=2.842, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:32,  1.49it/s, loss=0.688, pair=18.672, adv=2.842, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:32,  1.49it/s, loss=1.350, pair=21.156, adv=2.806, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:42,  1.41it/s, loss=1.350, pair=21.156, adv=2.806, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:42,  1.41it/s, loss=0.606, pair=15.727, adv=2.855, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.606, pair=15.727, adv=2.855, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.817, pair=18.516, adv=2.716, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:40,  1.41it/s, loss=0.817, pair=18.516, adv=2.716, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:40,  1.41it/s, loss=0.838, pair=23.141, adv=2.945, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:32,  1.46it/s, loss=0.838, pair=23.141, adv=2.945, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:32,  1.46it/s, loss=0.672, pair=16.328, adv=2.800, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:39,  1.41it/s, loss=0.672, pair=16.328, adv=2.800, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:39,  1.41it/s, loss=0.678, pair=19.641, adv=2.722, sprd=0.005
Ep 012/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:30,  1.47it/s, loss=0.678, pair=19.641, adv=2.722, sprd=0.005
Ep 012/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:30,  1.47it/s, loss=0.649, pair=15.695, adv=2.896, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:39,  1.40it/s, loss=0.649, pair=15.695, adv=2.896, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:39,  1.40it/s, loss=0.660, pair=17.812, adv=2.724, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:30,  1.46it/s, loss=0.660, pair=17.812, adv=2.724, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:30,  1.46it/s, loss=1.127, pair=19.594, adv=2.719, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:34,  1.43it/s, loss=1.127, pair=19.594, adv=2.719, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:34,  1.43it/s, loss=0.735, pair=20.734, adv=2.665, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:24,  1.49it/s, loss=0.735, pair=20.734, adv=2.665, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.651, pair=15.961, adv=2.796, sprd=0.010
Ep 012/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:32,  1.43it/s, loss=0.651, pair=15.961, adv=2.796, sprd=0.010
Ep 012/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:32,  1.43it/s, loss=0.635, pair=15.664, adv=2.837, sprd=0.011
Ep 012/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.635, pair=15.664, adv=2.837, sprd=0.011
Ep 012/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.631, pair=11.586, adv=2.831, sprd=0.014
Ep 012/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:40,  1.37it/s, loss=0.631, pair=11.586, adv=2.831, sprd=0.014
Ep 012/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:40,  1.37it/s, loss=0.569, pair=8.445, adv=2.867, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:27,  1.45it/s, loss=0.569, pair=8.445, adv=2.867, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:27,  1.45it/s, loss=0.599, pair=10.711, adv=2.838, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:33,  1.40it/s, loss=0.599, pair=10.711, adv=2.838, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:33,  1.40it/s, loss=0.653, pair=9.664, adv=2.901, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:24,  1.47it/s, loss=0.653, pair=9.664, adv=2.901, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:24,  1.47it/s, loss=0.633, pair=13.172, adv=2.713, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:33,  1.40it/s, loss=0.633, pair=13.172, adv=2.713, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:33,  1.40it/s, loss=0.575, pair=10.453, adv=2.888, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.575, pair=10.453, adv=2.888, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  11%| | 36/333 [00:26<03:23,  1.46it/s, loss=0.599, pair=13.523, adv=2.702, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:30,  1.41it/s, loss=0.599, pair=13.523, adv=2.702, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:30,  1.41it/s, loss=0.472, pair=8.930, adv=2.589, sprd=0.014]
Ep 012/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:18,  1.48it/s, loss=0.472, pair=8.930, adv=2.589, sprd=0.014]
Ep 012/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:18,  1.48it/s, loss=0.640, pair=10.055, adv=2.577, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.640, pair=10.055, adv=2.577, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  12%| | 39/333 [00:28<03:25,  1.43it/s, loss=0.545, pair=10.836, adv=2.729, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:14,  1.51it/s, loss=0.545, pair=10.836, adv=2.729, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:14,  1.51it/s, loss=0.439, pair=7.219, adv=2.681, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:22,  1.44it/s, loss=0.439, pair=7.219, adv=2.681, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:22,  1.44it/s, loss=0.516, pair=4.285, adv=2.567, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:12,  1.51it/s, loss=0.516, pair=4.285, adv=2.567, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:12,  1.51it/s, loss=0.384, pair=4.316, adv=2.704, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.384, pair=4.316, adv=2.704, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.401, pair=4.559, adv=2.730, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:13,  1.49it/s, loss=0.401, pair=4.559, adv=2.730, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:13,  1.49it/s, loss=0.793, pair=7.371, adv=2.755, sprd=0.023]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:20,  1.43it/s, loss=0.793, pair=7.371, adv=2.755, sprd=0.023]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:20,  1.43it/s, loss=0.635, pair=11.180, adv=2.576, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.635, pair=11.180, adv=2.576, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.601, pair=7.602, adv=2.599, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:16,  1.46it/s, loss=0.601, pair=7.602, adv=2.599, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:16,  1.46it/s, loss=0.444, pair=5.875, adv=2.657, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:08,  1.51it/s, loss=0.444, pair=5.875, adv=2.657, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:08,  1.51it/s, loss=0.493, pair=7.887, adv=2.553, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.493, pair=7.887, adv=2.553, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.441, pair=5.398, adv=2.685, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:07,  1.51it/s, loss=0.441, pair=5.398, adv=2.685, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:07,  1.51it/s, loss=0.549, pair=9.172, adv=2.578, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:13,  1.45it/s, loss=0.549, pair=9.172, adv=2.578, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:13,  1.45it/s, loss=0.497, pair=7.617, adv=2.552, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:05,  1.52it/s, loss=0.497, pair=7.617, adv=2.552, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:05,  1.52it/s, loss=0.583, pair=11.469, adv=2.634, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:12,  1.45it/s, loss=0.583, pair=11.469, adv=2.634, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:12,  1.45it/s, loss=0.414, pair=5.605, adv=2.613, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:03,  1.52it/s, loss=0.414, pair=5.605, adv=2.613, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:03,  1.52it/s, loss=0.483, pair=5.531, adv=2.400, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:11,  1.45it/s, loss=0.483, pair=5.531, adv=2.400, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:11,  1.45it/s, loss=0.986, pair=10.023, adv=2.606, sprd=0.021
Ep 012/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:04,  1.50it/s, loss=0.986, pair=10.023, adv=2.606, sprd=0.021
Ep 012/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.541, pair=6.227, adv=2.577, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:17,  1.40it/s, loss=0.541, pair=6.227, adv=2.577, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:17,  1.40it/s, loss=0.510, pair=9.711, adv=2.369, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:06,  1.47it/s, loss=0.510, pair=9.711, adv=2.369, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:41<03:06,  1.47it/s, loss=0.585, pair=5.848, adv=2.404, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:15,  1.41it/s, loss=0.585, pair=5.848, adv=2.404, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:15,  1.41it/s, loss=0.500, pair=7.016, adv=2.430, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:04,  1.48it/s, loss=0.500, pair=7.016, adv=2.430, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:04,  1.48it/s, loss=0.587, pair=10.172, adv=2.411, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:09,  1.44it/s, loss=0.587, pair=10.172, adv=2.411, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:43<03:09,  1.44it/s, loss=0.488, pair=9.906, adv=2.363, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.488, pair=9.906, adv=2.363, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.560, pair=10.938, adv=2.399, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:09,  1.42it/s, loss=0.560, pair=10.938, adv=2.399, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:09,  1.42it/s, loss=0.620, pair=10.477, adv=2.429, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<03:00,  1.49it/s, loss=0.620, pair=10.477, adv=2.429, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<03:00,  1.49it/s, loss=0.476, pair=8.383, adv=2.433, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:02,  1.47it/s, loss=0.476, pair=8.383, adv=2.433, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:02,  1.47it/s, loss=0.505, pair=10.406, adv=2.299, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<02:55,  1.52it/s, loss=0.505, pair=10.406, adv=2.299, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<02:55,  1.52it/s, loss=0.692, pair=10.305, adv=2.409, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:02,  1.46it/s, loss=0.692, pair=10.305, adv=2.409, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:02,  1.46it/s, loss=0.484, pair=8.891, adv=2.362, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:54,  1.51it/s, loss=0.484, pair=8.891, adv=2.362, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:54,  1.51it/s, loss=0.472, pair=8.125, adv=2.164, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:07,  1.41it/s, loss=0.472, pair=8.125, adv=2.164, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:07,  1.41it/s, loss=0.476, pair=8.625, adv=2.115, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:55,  1.50it/s, loss=0.476, pair=8.625, adv=2.115, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:55,  1.50it/s, loss=0.543, pair=7.734, adv=2.505, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:05,  1.41it/s, loss=0.543, pair=7.734, adv=2.505, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:05,  1.41it/s, loss=0.474, pair=5.898, adv=2.364, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:56,  1.48it/s, loss=0.474, pair=5.898, adv=2.364, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.522, pair=9.195, adv=2.235, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:04,  1.41it/s, loss=0.522, pair=9.195, adv=2.235, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:04,  1.41it/s, loss=0.424, pair=6.309, adv=2.420, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:55,  1.48it/s, loss=0.424, pair=6.309, adv=2.420, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:52<02:55,  1.48it/s, loss=0.437, pair=6.000, adv=2.294, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:59,  1.43it/s, loss=0.437, pair=6.000, adv=2.294, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:59,  1.43it/s, loss=0.439, pair=3.715, adv=2.260, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.439, pair=3.715, adv=2.260, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.561, pair=6.102, adv=2.199, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.561, pair=6.102, adv=2.199, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.458, pair=5.574, adv=2.372, sprd=0.021]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:49,  1.50it/s, loss=0.458, pair=5.574, adv=2.372, sprd=0.021]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:49,  1.50it/s, loss=0.454, pair=4.984, adv=2.230, sprd=0.021]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:56,  1.44it/s, loss=0.454, pair=4.984, adv=2.230, sprd=0.021]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:56,  1.44it/s, loss=0.554, pair=9.312, adv=2.293, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:48,  1.50it/s, loss=0.554, pair=9.312, adv=2.293, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:48,  1.50it/s, loss=0.469, pair=5.914, adv=2.120, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.469, pair=5.914, adv=2.120, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.535, pair=8.164, adv=2.039, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:45,  1.51it/s, loss=0.535, pair=8.164, adv=2.039, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:45,  1.51it/s, loss=0.361, pair=3.822, adv=2.037, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:50,  1.46it/s, loss=0.361, pair=3.822, adv=2.037, sprd=0.019]
Ep 012/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<02:50,  1.46it/s, loss=0.412, pair=5.562, adv=2.191, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:43,  1.53it/s, loss=0.412, pair=5.562, adv=2.191, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:43,  1.53it/s, loss=0.546, pair=6.223, adv=2.062, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:48,  1.47it/s, loss=0.546, pair=6.223, adv=2.062, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:48,  1.47it/s, loss=0.547, pair=6.473, adv=2.271, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:43,  1.51it/s, loss=0.547, pair=6.473, adv=2.271, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:43,  1.51it/s, loss=0.456, pair=6.008, adv=2.088, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.42it/s, loss=0.456, pair=6.008, adv=2.088, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.42it/s, loss=0.365, pair=5.148, adv=2.073, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:42,  1.51it/s, loss=0.365, pair=5.148, adv=2.073, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:42,  1.51it/s, loss=0.528, pair=7.250, adv=2.112, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:55,  1.39it/s, loss=0.528, pair=7.250, adv=2.112, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:55,  1.39it/s, loss=0.397, pair=5.707, adv=2.076, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.397, pair=5.707, adv=2.076, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.431, pair=7.496, adv=2.013, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:50,  1.42it/s, loss=0.431, pair=7.496, adv=2.013, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.490, pair=7.516, adv=2.093, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:43,  1.47it/s, loss=0.490, pair=7.516, adv=2.093, sprd=0.018]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:43,  1.47it/s, loss=0.422, pair=6.441, adv=1.941, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.422, pair=6.441, adv=1.941, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.459, pair=6.434, adv=2.129, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:40,  1.49it/s, loss=0.459, pair=6.434, adv=2.129, sprd=0.020]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.511, pair=8.711, adv=2.009, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:47,  1.42it/s, loss=0.511, pair=8.711, adv=2.009, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:47,  1.42it/s, loss=0.310, pair=4.281, adv=1.972, sprd=0.014]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:39,  1.48it/s, loss=0.310, pair=4.281, adv=1.972, sprd=0.014]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:39,  1.48it/s, loss=0.540, pair=8.797, adv=2.143, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.540, pair=8.797, adv=2.143, sprd=0.017]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.358, pair=5.555, adv=1.986, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:38,  1.48it/s, loss=0.358, pair=5.555, adv=1.986, sprd=0.015]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:38,  1.48it/s, loss=0.493, pair=9.148, adv=1.977, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:42,  1.44it/s, loss=0.493, pair=9.148, adv=1.977, sprd=0.016]
Ep 012/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.532, pair=11.914, adv=2.026, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:36,  1.49it/s, loss=0.532, pair=11.914, adv=2.026, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:36,  1.49it/s, loss=0.502, pair=9.820, adv=1.962, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:42,  1.42it/s, loss=0.502, pair=9.820, adv=1.962, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:42,  1.42it/s, loss=0.458, pair=7.277, adv=1.859, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:35,  1.49it/s, loss=0.458, pair=7.277, adv=1.859, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:35,  1.49it/s, loss=0.441, pair=6.191, adv=2.011, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:42,  1.42it/s, loss=0.441, pair=6.191, adv=2.011, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:42,  1.42it/s, loss=0.470, pair=9.078, adv=1.900, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:34,  1.48it/s, loss=0.470, pair=9.078, adv=1.900, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:34,  1.48it/s, loss=0.443, pair=6.422, adv=1.924, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:40,  1.42it/s, loss=0.443, pair=6.422, adv=1.924, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:40,  1.42it/s, loss=0.398, pair=6.879, adv=2.018, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:34,  1.47it/s, loss=0.398, pair=6.879, adv=2.018, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:34,  1.47it/s, loss=0.450, pair=6.891, adv=1.847, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:37,  1.43it/s, loss=0.450, pair=6.891, adv=1.847, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:37,  1.43it/s, loss=0.495, pair=8.125, adv=1.994, sprd=0.020
Ep 012/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:32,  1.48it/s, loss=0.495, pair=8.125, adv=1.994, sprd=0.020
Ep 012/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:32,  1.48it/s, loss=0.485, pair=8.375, adv=1.886, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:37,  1.42it/s, loss=0.485, pair=8.375, adv=1.886, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:37,  1.42it/s, loss=0.459, pair=7.371, adv=1.759, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:26,  1.52it/s, loss=0.459, pair=7.371, adv=1.759, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:26,  1.52it/s, loss=0.397, pair=4.426, adv=1.718, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:31,  1.46it/s, loss=0.397, pair=4.426, adv=1.718, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:31,  1.46it/s, loss=0.408, pair=4.016, adv=1.705, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:24,  1.53it/s, loss=0.408, pair=4.016, adv=1.705, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:24,  1.53it/s, loss=0.446, pair=4.246, adv=1.883, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:35,  1.42it/s, loss=0.446, pair=4.246, adv=1.883, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:35,  1.42it/s, loss=0.392, pair=5.992, adv=1.777, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:25,  1.51it/s, loss=0.392, pair=5.992, adv=1.777, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:25,  1.51it/s, loss=0.486, pair=5.949, adv=1.862, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:32,  1.43it/s, loss=0.486, pair=5.949, adv=1.862, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:32,  1.43it/s, loss=0.416, pair=6.383, adv=1.760, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:19<02:20,  1.55it/s, loss=0.416, pair=6.383, adv=1.760, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:20,  1.55it/s, loss=0.457, pair=5.965, adv=1.881, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:28,  1.45it/s, loss=0.457, pair=5.965, adv=1.881, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:28,  1.45it/s, loss=0.629, pair=7.375, adv=1.891, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.629, pair=7.375, adv=1.891, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:22,  1.51it/s, loss=0.549, pair=10.320, adv=1.677, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:27,  1.45it/s, loss=0.549, pair=10.320, adv=1.677, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:27,  1.45it/s, loss=0.474, pair=7.098, adv=1.839, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:21,  1.51it/s, loss=0.474, pair=7.098, adv=1.839, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:21,  1.51it/s, loss=0.483, pair=7.805, adv=1.841, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:26,  1.45it/s, loss=0.483, pair=7.805, adv=1.841, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:26,  1.45it/s, loss=0.396, pair=6.645, adv=1.644, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:23<02:18,  1.52it/s, loss=0.396, pair=6.645, adv=1.644, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:18,  1.52it/s, loss=0.418, pair=5.340, adv=1.807, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:24<02:24,  1.45it/s, loss=0.418, pair=5.340, adv=1.807, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:24,  1.45it/s, loss=0.428, pair=6.469, adv=1.788, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:17,  1.52it/s, loss=0.428, pair=6.469, adv=1.788, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:17,  1.52it/s, loss=0.504, pair=8.898, adv=1.770, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:22,  1.46it/s, loss=0.504, pair=8.898, adv=1.770, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:22,  1.46it/s, loss=0.503, pair=8.578, adv=2.051, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:26<02:18,  1.50it/s, loss=0.503, pair=8.578, adv=2.051, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:18,  1.50it/s, loss=0.536, pair=7.676, adv=1.893, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:23,  1.43it/s, loss=0.536, pair=7.676, adv=1.893, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:23,  1.43it/s, loss=0.409, pair=5.242, adv=1.657, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:15,  1.51it/s, loss=0.409, pair=5.242, adv=1.657, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:15,  1.51it/s, loss=0.478, pair=8.891, adv=1.564, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:28<02:20,  1.46it/s, loss=0.478, pair=8.891, adv=1.564, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:20,  1.46it/s, loss=0.458, pair=7.227, adv=1.910, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:15,  1.50it/s, loss=0.458, pair=7.227, adv=1.910, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:15,  1.50it/s, loss=0.827, pair=5.383, adv=1.761, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:18,  1.46it/s, loss=0.827, pair=5.383, adv=1.761, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:18,  1.46it/s, loss=0.415, pair=7.266, adv=1.682, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:30<02:11,  1.52it/s, loss=0.415, pair=7.266, adv=1.682, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:11,  1.52it/s, loss=0.505, pair=9.086, adv=1.642, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:15,  1.48it/s, loss=0.505, pair=9.086, adv=1.642, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:15,  1.48it/s, loss=0.408, pair=7.184, adv=1.667, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:08,  1.55it/s, loss=0.408, pair=7.184, adv=1.667, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:08,  1.55it/s, loss=0.444, pair=6.902, adv=1.758, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:32<02:16,  1.46it/s, loss=0.444, pair=6.902, adv=1.758, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:16,  1.46it/s, loss=0.499, pair=8.602, adv=1.715, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:10,  1.51it/s, loss=0.499, pair=8.602, adv=1.715, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:10,  1.51it/s, loss=0.501, pair=5.965, adv=1.733, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.501, pair=5.965, adv=1.733, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.369, pair=5.332, adv=1.678, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:34<02:09,  1.50it/s, loss=0.369, pair=5.332, adv=1.678, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:09,  1.50it/s, loss=0.529, pair=9.531, adv=1.733, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:35<02:15,  1.43it/s, loss=0.529, pair=9.531, adv=1.733, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.512, pair=8.219, adv=1.600, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:06,  1.52it/s, loss=0.512, pair=8.219, adv=1.600, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:06,  1.52it/s, loss=0.431, pair=5.496, adv=1.753, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:36<02:14,  1.43it/s, loss=0.431, pair=5.496, adv=1.753, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.489, pair=8.648, adv=1.867, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:37<02:07,  1.49it/s, loss=0.489, pair=8.648, adv=1.867, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:07,  1.49it/s, loss=0.397, pair=5.727, adv=1.715, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:13,  1.42it/s, loss=0.397, pair=5.727, adv=1.715, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:13,  1.42it/s, loss=0.463, pair=6.418, adv=1.692, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:38<02:06,  1.49it/s, loss=0.463, pair=6.418, adv=1.692, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:06,  1.49it/s, loss=0.593, pair=5.426, adv=1.653, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:39<02:10,  1.44it/s, loss=0.593, pair=5.426, adv=1.653, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:10,  1.44it/s, loss=0.433, pair=4.801, adv=1.622, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:03,  1.52it/s, loss=0.433, pair=4.801, adv=1.622, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:03,  1.52it/s, loss=0.552, pair=5.629, adv=1.673, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:40<02:08,  1.45it/s, loss=0.552, pair=5.629, adv=1.673, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.462, pair=7.074, adv=1.734, sprd=0.020
Ep 012/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:41<02:03,  1.50it/s, loss=0.462, pair=7.074, adv=1.734, sprd=0.020
Ep 012/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:03,  1.50it/s, loss=0.419, pair=4.164, adv=1.713, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:08,  1.43it/s, loss=0.419, pair=4.164, adv=1.713, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:08,  1.43it/s, loss=0.409, pair=5.172, adv=1.660, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:42<02:02,  1.49it/s, loss=0.409, pair=5.172, adv=1.660, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:02,  1.49it/s, loss=0.510, pair=5.473, adv=1.695, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:43<02:07,  1.43it/s, loss=0.510, pair=5.473, adv=1.695, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.444, pair=6.910, adv=1.713, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:44<02:01,  1.50it/s, loss=0.444, pair=6.910, adv=1.713, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:01,  1.50it/s, loss=0.410, pair=3.842, adv=1.705, sprd=0.020
Ep 012/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:05,  1.44it/s, loss=0.410, pair=3.842, adv=1.705, sprd=0.020
Ep 012/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:05,  1.44it/s, loss=0.463, pair=7.273, adv=1.543, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:45<01:58,  1.51it/s, loss=0.463, pair=7.273, adv=1.543, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<01:58,  1.51it/s, loss=0.581, pair=5.387, adv=1.694, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:46<02:03,  1.44it/s, loss=0.581, pair=5.387, adv=1.694, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.433, pair=7.125, adv=1.668, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:57,  1.50it/s, loss=0.433, pair=7.125, adv=1.668, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:57,  1.50it/s, loss=0.424, pair=4.750, adv=1.716, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:47<02:03,  1.43it/s, loss=0.424, pair=4.750, adv=1.716, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:03,  1.43it/s, loss=0.438, pair=5.859, adv=1.696, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:48<01:57,  1.49it/s, loss=0.438, pair=5.859, adv=1.696, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.444, pair=6.227, adv=1.810, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:08,  1.35it/s, loss=0.444, pair=6.227, adv=1.810, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:08,  1.35it/s, loss=0.334, pair=3.600, adv=1.617, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:49<02:00,  1.44it/s, loss=0.334, pair=3.600, adv=1.617, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<02:00,  1.44it/s, loss=0.421, pair=4.488, adv=1.742, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:50<02:03,  1.39it/s, loss=0.421, pair=4.488, adv=1.742, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:03,  1.39it/s, loss=0.404, pair=7.055, adv=1.690, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:57,  1.45it/s, loss=0.404, pair=7.055, adv=1.690, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:57,  1.45it/s, loss=0.413, pair=6.824, adv=1.671, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<02:01,  1.40it/s, loss=0.413, pair=6.824, adv=1.671, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<02:01,  1.40it/s, loss=0.450, pair=7.840, adv=1.639, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:52<01:54,  1.48it/s, loss=0.450, pair=7.840, adv=1.639, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.439, pair=6.199, adv=1.713, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:53<02:02,  1.38it/s, loss=0.439, pair=6.199, adv=1.713, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<02:02,  1.38it/s, loss=0.399, pair=6.277, adv=1.567, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:54,  1.45it/s, loss=0.399, pair=6.277, adv=1.567, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:54,  1.45it/s, loss=0.458, pair=6.969, adv=1.558, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:54<01:57,  1.41it/s, loss=0.458, pair=6.969, adv=1.558, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.41it/s, loss=0.469, pair=7.527, adv=1.627, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:55<01:51,  1.48it/s, loss=0.469, pair=7.527, adv=1.627, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:51,  1.48it/s, loss=0.384, pair=4.965, adv=1.790, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:57,  1.40it/s, loss=0.384, pair=4.965, adv=1.790, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:57,  1.40it/s, loss=0.370, pair=5.566, adv=1.651, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:56<01:50,  1.47it/s, loss=0.370, pair=5.566, adv=1.651, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:50,  1.47it/s, loss=0.550, pair=6.777, adv=1.619, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:57<01:54,  1.42it/s, loss=0.550, pair=6.777, adv=1.619, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:54,  1.42it/s, loss=0.384, pair=6.062, adv=1.638, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:49,  1.48it/s, loss=0.384, pair=6.062, adv=1.638, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:49,  1.48it/s, loss=0.431, pair=5.688, adv=1.648, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:52,  1.42it/s, loss=0.431, pair=5.688, adv=1.648, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:52,  1.42it/s, loss=0.452, pair=6.582, adv=1.766, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  52%|▌| 174/333 [01:59<01:49,  1.46it/s, loss=0.452, pair=6.582, adv=1.766, sprd=0.019
Ep 012/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:49,  1.46it/s, loss=0.370, pair=4.477, adv=1.681, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:57,  1.35it/s, loss=0.370, pair=4.477, adv=1.681, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:57,  1.35it/s, loss=0.365, pair=4.906, adv=1.635, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:49,  1.44it/s, loss=0.365, pair=4.906, adv=1.635, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:49,  1.44it/s, loss=0.412, pair=4.543, adv=1.710, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:01<01:53,  1.38it/s, loss=0.412, pair=4.543, adv=1.710, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:53,  1.38it/s, loss=0.372, pair=3.707, adv=1.491, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:45,  1.47it/s, loss=0.372, pair=3.707, adv=1.491, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.356, pair=5.516, adv=1.603, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:48,  1.41it/s, loss=0.356, pair=5.516, adv=1.603, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:48,  1.41it/s, loss=0.516, pair=9.844, adv=1.653, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:03<01:43,  1.47it/s, loss=0.516, pair=9.844, adv=1.653, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:43,  1.47it/s, loss=0.498, pair=6.441, adv=1.707, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.498, pair=6.441, adv=1.707, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.359, pair=5.973, adv=1.653, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.359, pair=5.973, adv=1.653, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:41,  1.49it/s, loss=0.411, pair=6.820, adv=1.643, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.411, pair=6.820, adv=1.643, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.415, pair=6.570, adv=1.718, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:06<01:40,  1.48it/s, loss=0.415, pair=6.570, adv=1.718, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.398, pair=6.180, adv=1.594, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:44,  1.42it/s, loss=0.398, pair=6.180, adv=1.594, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:44,  1.42it/s, loss=0.519, pair=6.207, adv=1.691, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.519, pair=6.207, adv=1.691, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.415, pair=5.844, adv=1.566, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:08<01:42,  1.43it/s, loss=0.415, pair=5.844, adv=1.566, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.43it/s, loss=0.411, pair=6.516, adv=1.592, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:36,  1.50it/s, loss=0.411, pair=6.516, adv=1.592, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.499, pair=9.367, adv=1.545, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:39,  1.44it/s, loss=0.499, pair=9.367, adv=1.545, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:39,  1.44it/s, loss=0.455, pair=8.086, adv=1.593, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:10<01:36,  1.49it/s, loss=0.455, pair=8.086, adv=1.593, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:36,  1.49it/s, loss=0.416, pair=6.547, adv=1.501, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:38,  1.45it/s, loss=0.416, pair=6.547, adv=1.501, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:38,  1.45it/s, loss=0.288, pair=4.508, adv=1.402, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:32,  1.52it/s, loss=0.288, pair=4.508, adv=1.402, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:32,  1.52it/s, loss=0.350, pair=5.027, adv=1.621, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:12<01:37,  1.44it/s, loss=0.350, pair=5.027, adv=1.621, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:37,  1.44it/s, loss=0.425, pair=7.047, adv=1.397, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:32,  1.51it/s, loss=0.425, pair=7.047, adv=1.397, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:32,  1.51it/s, loss=0.446, pair=6.922, adv=1.536, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:35,  1.45it/s, loss=0.446, pair=6.922, adv=1.536, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:35,  1.45it/s, loss=0.321, pair=3.188, adv=1.363, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:14<01:29,  1.52it/s, loss=0.321, pair=3.188, adv=1.363, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:29,  1.52it/s, loss=0.435, pair=6.438, adv=1.582, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:33,  1.46it/s, loss=0.435, pair=6.438, adv=1.582, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:33,  1.46it/s, loss=0.440, pair=9.125, adv=1.483, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:28,  1.53it/s, loss=0.440, pair=9.125, adv=1.483, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:28,  1.53it/s, loss=0.940, pair=8.828, adv=1.569, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:16<01:33,  1.43it/s, loss=0.940, pair=8.828, adv=1.569, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:33,  1.43it/s, loss=0.361, pair=5.098, adv=1.533, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:17<01:29,  1.48it/s, loss=0.361, pair=5.098, adv=1.533, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:29,  1.48it/s, loss=0.369, pair=5.277, adv=1.529, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:36,  1.37it/s, loss=0.369, pair=5.277, adv=1.529, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:36,  1.37it/s, loss=0.313, pair=4.594, adv=1.320, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:18<01:29,  1.46it/s, loss=0.313, pair=4.594, adv=1.320, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:29,  1.46it/s, loss=0.346, pair=4.770, adv=1.500, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:19<01:31,  1.41it/s, loss=0.346, pair=4.770, adv=1.500, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.41it/s, loss=0.400, pair=7.406, adv=1.579, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:27,  1.47it/s, loss=0.400, pair=7.406, adv=1.579, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.412, pair=4.332, adv=1.432, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:29,  1.43it/s, loss=0.412, pair=4.332, adv=1.432, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:29,  1.43it/s, loss=0.465, pair=8.711, adv=1.357, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:21<01:23,  1.51it/s, loss=0.465, pair=8.711, adv=1.357, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:23,  1.51it/s, loss=0.615, pair=7.113, adv=1.520, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.43it/s, loss=0.615, pair=7.113, adv=1.520, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.43it/s, loss=0.385, pair=6.297, adv=1.540, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.50it/s, loss=0.385, pair=6.297, adv=1.540, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.50it/s, loss=0.365, pair=6.359, adv=1.510, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:23<01:26,  1.44it/s, loss=0.365, pair=6.359, adv=1.510, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.296, pair=3.771, adv=1.538, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:21,  1.50it/s, loss=0.296, pair=3.771, adv=1.538, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:21,  1.50it/s, loss=0.410, pair=5.531, adv=1.485, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:24,  1.45it/s, loss=0.410, pair=5.531, adv=1.485, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:24,  1.45it/s, loss=0.461, pair=6.766, adv=1.429, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:25<01:20,  1.50it/s, loss=0.461, pair=6.766, adv=1.429, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:20,  1.50it/s, loss=0.566, pair=7.449, adv=1.361, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:26<01:22,  1.45it/s, loss=0.566, pair=7.449, adv=1.361, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:22,  1.45it/s, loss=0.367, pair=5.770, adv=1.388, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:19,  1.50it/s, loss=0.367, pair=5.770, adv=1.388, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:19,  1.50it/s, loss=0.431, pair=7.000, adv=1.611, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:27<01:21,  1.44it/s, loss=0.431, pair=7.000, adv=1.611, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:21,  1.44it/s, loss=0.361, pair=5.133, adv=1.330, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:28<01:17,  1.52it/s, loss=0.361, pair=5.133, adv=1.330, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:17,  1.52it/s, loss=0.443, pair=3.107, adv=1.412, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:19,  1.47it/s, loss=0.443, pair=3.107, adv=1.412, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:19,  1.47it/s, loss=0.380, pair=6.516, adv=1.474, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:29<01:16,  1.51it/s, loss=0.380, pair=6.516, adv=1.474, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:16,  1.51it/s, loss=0.422, pair=6.707, adv=1.436, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:30<01:20,  1.41it/s, loss=0.422, pair=6.707, adv=1.436, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.443, pair=7.582, adv=1.566, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.443, pair=7.582, adv=1.566, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.377, pair=4.973, adv=1.336, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:20,  1.40it/s, loss=0.377, pair=4.973, adv=1.336, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:20,  1.40it/s, loss=0.375, pair=5.453, adv=1.540, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:32<01:15,  1.47it/s, loss=0.375, pair=5.453, adv=1.540, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:15,  1.47it/s, loss=0.443, pair=7.543, adv=1.362, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:16,  1.44it/s, loss=0.443, pair=7.543, adv=1.362, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:16,  1.44it/s, loss=0.435, pair=6.168, adv=1.378, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:33<01:12,  1.51it/s, loss=0.435, pair=6.168, adv=1.378, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.463, pair=4.707, adv=1.591, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:34<01:13,  1.46it/s, loss=0.463, pair=4.707, adv=1.591, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:13,  1.46it/s, loss=0.349, pair=4.734, adv=1.379, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:09,  1.53it/s, loss=0.349, pair=4.734, adv=1.379, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:09,  1.53it/s, loss=0.377, pair=5.980, adv=1.390, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:14,  1.43it/s, loss=0.377, pair=5.980, adv=1.390, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:14,  1.43it/s, loss=0.394, pair=7.484, adv=1.341, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:36<01:10,  1.49it/s, loss=0.394, pair=7.484, adv=1.341, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:10,  1.49it/s, loss=0.430, pair=6.414, adv=1.489, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:13,  1.42it/s, loss=0.430, pair=6.414, adv=1.489, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:13,  1.42it/s, loss=0.318, pair=5.191, adv=1.358, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:37<01:08,  1.51it/s, loss=0.318, pair=5.191, adv=1.358, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:08,  1.51it/s, loss=0.453, pair=7.453, adv=1.370, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:38<01:09,  1.46it/s, loss=0.453, pair=7.453, adv=1.370, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:09,  1.46it/s, loss=0.393, pair=6.961, adv=1.339, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:39<01:06,  1.53it/s, loss=0.393, pair=6.961, adv=1.339, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.53it/s, loss=0.433, pair=8.344, adv=1.361, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:08,  1.47it/s, loss=0.433, pair=8.344, adv=1.361, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:08,  1.47it/s, loss=0.325, pair=4.730, adv=1.465, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:40<01:05,  1.51it/s, loss=0.325, pair=4.730, adv=1.465, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:05,  1.51it/s, loss=0.422, pair=8.453, adv=1.550, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:41<01:08,  1.43it/s, loss=0.422, pair=8.453, adv=1.550, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:08,  1.43it/s, loss=0.356, pair=6.117, adv=1.420, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:05,  1.48it/s, loss=0.356, pair=6.117, adv=1.420, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:05,  1.48it/s, loss=0.464, pair=8.625, adv=1.298, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:42<01:08,  1.39it/s, loss=0.464, pair=8.625, adv=1.298, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:08,  1.39it/s, loss=0.394, pair=7.387, adv=1.377, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:43<01:04,  1.47it/s, loss=0.394, pair=7.387, adv=1.377, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:04,  1.47it/s, loss=0.371, pair=5.203, adv=1.493, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:06,  1.41it/s, loss=0.371, pair=5.203, adv=1.493, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:06,  1.41it/s, loss=0.340, pair=6.152, adv=1.546, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:44<01:03,  1.47it/s, loss=0.340, pair=6.152, adv=1.546, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.47it/s, loss=0.327, pair=4.625, adv=1.406, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:45<01:07,  1.35it/s, loss=0.327, pair=4.625, adv=1.406, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:07,  1.35it/s, loss=0.353, pair=6.559, adv=1.394, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:46<01:03,  1.44it/s, loss=0.353, pair=6.559, adv=1.394, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:03,  1.44it/s, loss=0.334, pair=5.164, adv=1.338, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:04,  1.40it/s, loss=0.334, pair=5.164, adv=1.338, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:04,  1.40it/s, loss=0.361, pair=4.770, adv=1.418, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:47<00:59,  1.49it/s, loss=0.361, pair=4.770, adv=1.418, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<00:59,  1.49it/s, loss=0.441, pair=8.852, adv=1.409, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:01,  1.43it/s, loss=0.441, pair=8.852, adv=1.409, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:01,  1.43it/s, loss=0.322, pair=5.605, adv=1.451, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.322, pair=5.605, adv=1.451, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.361, pair=6.438, adv=1.429, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:49<01:00,  1.43it/s, loss=0.361, pair=6.438, adv=1.429, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.43it/s, loss=0.410, pair=8.297, adv=1.381, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:56,  1.51it/s, loss=0.410, pair=8.297, adv=1.381, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.51it/s, loss=0.332, pair=5.516, adv=1.350, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:57,  1.45it/s, loss=0.332, pair=5.516, adv=1.350, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:57,  1.45it/s, loss=0.428, pair=5.359, adv=1.232, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:51<00:54,  1.52it/s, loss=0.428, pair=5.359, adv=1.232, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:54,  1.52it/s, loss=0.383, pair=6.020, adv=1.352, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:52<00:55,  1.48it/s, loss=0.383, pair=6.020, adv=1.352, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:55,  1.48it/s, loss=0.407, pair=7.359, adv=1.532, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:53,  1.52it/s, loss=0.407, pair=7.359, adv=1.532, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:53,  1.52it/s, loss=0.341, pair=4.438, adv=1.426, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:53<00:54,  1.47it/s, loss=0.341, pair=4.438, adv=1.426, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:54,  1.47it/s, loss=0.514, pair=10.852, adv=1.397, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:54<00:52,  1.51it/s, loss=0.514, pair=10.852, adv=1.397, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.297, pair=3.846, adv=1.514, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:53,  1.45it/s, loss=0.297, pair=3.846, adv=1.514, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:53,  1.45it/s, loss=0.398, pair=8.258, adv=1.457, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:55<00:51,  1.51it/s, loss=0.398, pair=8.258, adv=1.457, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:51,  1.51it/s, loss=0.456, pair=9.461, adv=1.494, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:56<00:52,  1.46it/s, loss=0.456, pair=9.461, adv=1.494, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:52,  1.46it/s, loss=0.411, pair=8.172, adv=1.287, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:49,  1.51it/s, loss=0.411, pair=8.172, adv=1.287, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:49,  1.51it/s, loss=0.529, pair=7.137, adv=1.529, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:57<00:51,  1.44it/s, loss=0.529, pair=7.137, adv=1.529, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:51,  1.44it/s, loss=0.372, pair=7.102, adv=1.380, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:58<00:48,  1.50it/s, loss=0.372, pair=7.102, adv=1.380, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.50it/s, loss=0.562, pair=7.477, adv=1.473, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  78%|▊| 261/333 [02:59<00:50,  1.44it/s, loss=0.562, pair=7.477, adv=1.473, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  78%|▊| 261/333 [02:59<00:50,  1.44it/s, loss=0.472, pair=6.574, adv=1.342, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  79%|▊| 262/333 [02:59<00:47,  1.49it/s, loss=0.472, pair=6.574, adv=1.342, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:47,  1.49it/s, loss=0.330, pair=4.641, adv=1.485, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:00<00:50,  1.40it/s, loss=0.330, pair=4.641, adv=1.485, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:50,  1.40it/s, loss=0.355, pair=5.668, adv=1.523, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:01<00:46,  1.48it/s, loss=0.355, pair=5.668, adv=1.523, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.48it/s, loss=0.363, pair=5.133, adv=1.416, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:47,  1.42it/s, loss=0.363, pair=5.133, adv=1.416, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:47,  1.42it/s, loss=0.361, pair=5.957, adv=1.469, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:02<00:45,  1.48it/s, loss=0.361, pair=5.957, adv=1.469, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:45,  1.48it/s, loss=0.438, pair=7.527, adv=1.379, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:03<00:47,  1.38it/s, loss=0.438, pair=7.527, adv=1.379, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:47,  1.38it/s, loss=0.376, pair=5.984, adv=1.406, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:44,  1.46it/s, loss=0.376, pair=5.984, adv=1.406, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:44,  1.46it/s, loss=0.466, pair=4.359, adv=1.512, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:04<00:45,  1.41it/s, loss=0.466, pair=4.359, adv=1.512, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:45,  1.41it/s, loss=0.328, pair=4.234, adv=1.442, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:05<00:42,  1.47it/s, loss=0.328, pair=4.234, adv=1.442, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.47it/s, loss=0.377, pair=6.023, adv=1.357, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.44it/s, loss=0.377, pair=6.023, adv=1.357, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.44it/s, loss=0.247, pair=3.100, adv=1.382, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:06<00:40,  1.51it/s, loss=0.247, pair=3.100, adv=1.382, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.51it/s, loss=0.440, pair=4.875, adv=1.406, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:07<00:40,  1.46it/s, loss=0.440, pair=4.875, adv=1.406, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:40,  1.46it/s, loss=0.345, pair=6.129, adv=1.462, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:38,  1.52it/s, loss=0.345, pair=6.129, adv=1.462, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:38,  1.52it/s, loss=0.428, pair=6.777, adv=1.325, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:08<00:41,  1.39it/s, loss=0.428, pair=6.777, adv=1.325, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:41,  1.39it/s, loss=0.432, pair=9.023, adv=1.429, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:09<00:38,  1.46it/s, loss=0.432, pair=9.023, adv=1.429, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.46it/s, loss=0.313, pair=4.418, adv=1.320, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:10<00:39,  1.40it/s, loss=0.313, pair=4.418, adv=1.320, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:10<00:39,  1.40it/s, loss=0.361, pair=6.488, adv=1.471, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:10<00:37,  1.47it/s, loss=0.361, pair=6.488, adv=1.471, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:37,  1.47it/s, loss=0.356, pair=5.895, adv=1.484, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:11<00:38,  1.41it/s, loss=0.356, pair=5.895, adv=1.484, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:38,  1.41it/s, loss=0.435, pair=8.062, adv=1.287, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:12<00:35,  1.48it/s, loss=0.435, pair=8.062, adv=1.287, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.48it/s, loss=0.371, pair=6.652, adv=1.272, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.43it/s, loss=0.371, pair=6.652, adv=1.272, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.43it/s, loss=0.426, pair=7.055, adv=1.412, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:13<00:33,  1.50it/s, loss=0.426, pair=7.055, adv=1.412, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:33,  1.50it/s, loss=0.408, pair=6.918, adv=1.380, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:14<00:35,  1.43it/s, loss=0.408, pair=6.918, adv=1.380, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.43it/s, loss=0.404, pair=6.719, adv=1.248, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.404, pair=6.719, adv=1.248, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.413, pair=6.668, adv=1.348, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:15<00:33,  1.42it/s, loss=0.413, pair=6.668, adv=1.348, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.42it/s, loss=0.295, pair=4.047, adv=1.397, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:16<00:31,  1.49it/s, loss=0.295, pair=4.047, adv=1.397, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.402, pair=6.441, adv=1.337, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:33,  1.38it/s, loss=0.402, pair=6.441, adv=1.337, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:33,  1.38it/s, loss=0.409, pair=3.846, adv=1.410, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:17<00:30,  1.46it/s, loss=0.409, pair=3.846, adv=1.410, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:30,  1.46it/s, loss=0.324, pair=2.938, adv=1.426, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:18<00:31,  1.41it/s, loss=0.324, pair=2.938, adv=1.426, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.41it/s, loss=0.302, pair=4.371, adv=1.381, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:29,  1.47it/s, loss=0.302, pair=4.371, adv=1.381, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.47it/s, loss=0.321, pair=4.645, adv=1.469, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.40it/s, loss=0.321, pair=4.645, adv=1.469, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.40it/s, loss=0.247, pair=3.084, adv=1.362, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:20<00:27,  1.48it/s, loss=0.247, pair=3.084, adv=1.362, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:27,  1.48it/s, loss=0.317, pair=5.469, adv=1.373, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:21<00:27,  1.45it/s, loss=0.317, pair=5.469, adv=1.373, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:21<00:27,  1.45it/s, loss=0.395, pair=8.164, adv=1.405, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:21<00:26,  1.50it/s, loss=0.395, pair=8.164, adv=1.405, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.50it/s, loss=0.335, pair=5.203, adv=1.302, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:22<00:26,  1.43it/s, loss=0.335, pair=5.203, adv=1.302, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.282, pair=4.699, adv=1.416, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:23<00:24,  1.48it/s, loss=0.282, pair=4.699, adv=1.416, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.48it/s, loss=0.339, pair=5.539, adv=1.347, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.44it/s, loss=0.339, pair=5.539, adv=1.347, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.44it/s, loss=0.367, pair=6.445, adv=1.304, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:24<00:23,  1.48it/s, loss=0.367, pair=6.445, adv=1.304, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.48it/s, loss=0.394, pair=6.660, adv=1.331, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:25<00:23,  1.42it/s, loss=0.394, pair=6.660, adv=1.331, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.42it/s, loss=0.356, pair=6.570, adv=1.306, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:21,  1.51it/s, loss=0.356, pair=6.570, adv=1.306, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:21,  1.51it/s, loss=0.365, pair=5.281, adv=1.392, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:26<00:22,  1.44it/s, loss=0.365, pair=5.281, adv=1.392, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.44it/s, loss=0.356, pair=6.230, adv=1.409, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:27<00:20,  1.50it/s, loss=0.356, pair=6.230, adv=1.409, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.391, pair=5.613, adv=1.405, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:20,  1.45it/s, loss=0.391, pair=5.613, adv=1.405, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:20,  1.45it/s, loss=0.346, pair=6.387, adv=1.327, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:28<00:19,  1.51it/s, loss=0.346, pair=6.387, adv=1.327, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.51it/s, loss=0.276, pair=3.338, adv=1.438, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:29<00:19,  1.45it/s, loss=0.276, pair=3.338, adv=1.438, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.45it/s, loss=0.391, pair=8.102, adv=1.344, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:17,  1.51it/s, loss=0.391, pair=8.102, adv=1.344, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:17,  1.51it/s, loss=0.397, pair=6.406, adv=1.511, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:30<00:18,  1.42it/s, loss=0.397, pair=6.406, adv=1.511, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.42it/s, loss=0.289, pair=5.074, adv=1.293, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:31<00:16,  1.48it/s, loss=0.289, pair=5.074, adv=1.293, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.314, pair=4.598, adv=1.301, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:32<00:16,  1.45it/s, loss=0.314, pair=4.598, adv=1.301, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:32<00:16,  1.45it/s, loss=0.425, pair=8.945, adv=1.469, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:32<00:15,  1.50it/s, loss=0.425, pair=8.945, adv=1.469, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.50it/s, loss=0.372, pair=7.312, adv=1.362, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:33<00:15,  1.39it/s, loss=0.372, pair=7.312, adv=1.362, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.39it/s, loss=0.388, pair=7.531, adv=1.482, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:34<00:14,  1.45it/s, loss=0.388, pair=7.531, adv=1.482, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.45it/s, loss=0.360, pair=6.238, adv=1.310, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.42it/s, loss=0.360, pair=6.238, adv=1.310, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.42it/s, loss=0.359, pair=6.445, adv=1.436, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:35<00:12,  1.47it/s, loss=0.359, pair=6.445, adv=1.436, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.47it/s, loss=0.593, pair=5.371, adv=1.443, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:36<00:12,  1.42it/s, loss=0.593, pair=5.371, adv=1.443, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.378, pair=6.953, adv=1.683, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.378, pair=6.953, adv=1.683, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.489, pair=8.383, adv=1.285, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:37<00:11,  1.37it/s, loss=0.489, pair=8.383, adv=1.285, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.37it/s, loss=0.391, pair=7.297, adv=1.371, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:38<00:10,  1.45it/s, loss=0.391, pair=7.297, adv=1.371, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.490, pair=5.805, adv=1.322, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.490, pair=5.805, adv=1.322, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.357, pair=6.047, adv=1.376, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:39<00:08,  1.47it/s, loss=0.357, pair=6.047, adv=1.376, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.47it/s, loss=0.361, pair=5.371, adv=1.418, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:40<00:08,  1.40it/s, loss=0.361, pair=5.371, adv=1.418, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.358, pair=5.605, adv=1.467, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.46it/s, loss=0.358, pair=5.605, adv=1.467, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.46it/s, loss=0.304, pair=3.953, adv=1.380, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.37it/s, loss=0.304, pair=3.953, adv=1.380, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.37it/s, loss=0.311, pair=4.434, adv=1.371, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:42<00:06,  1.45it/s, loss=0.311, pair=4.434, adv=1.371, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.45it/s, loss=0.331, pair=4.293, adv=1.343, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:43<00:05,  1.36it/s, loss=0.331, pair=4.293, adv=1.343, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.36it/s, loss=0.347, pair=4.746, adv=1.314, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.47it/s, loss=0.347, pair=4.746, adv=1.314, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.47it/s, loss=0.546, pair=5.809, adv=1.333, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:44<00:04,  1.37it/s, loss=0.546, pair=5.809, adv=1.333, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.37it/s, loss=0.310, pair=4.219, adv=1.308, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:45<00:03,  1.45it/s, loss=0.310, pair=4.219, adv=1.308, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.45it/s, loss=0.438, pair=5.809, adv=1.266, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.438, pair=5.809, adv=1.266, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.344, pair=4.828, adv=1.432, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:46<00:02,  1.47it/s, loss=0.344, pair=4.828, adv=1.432, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.422, pair=6.281, adv=1.527, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:47<00:01,  1.41it/s, loss=0.422, pair=6.281, adv=1.527, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.41it/s, loss=0.279, pair=4.074, adv=1.307, sprd=0.012
Ep 012/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.279, pair=4.074, adv=1.307, sprd=0.012
Ep 012/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.516, pair=6.305, adv=1.388, sprd=0.011
Ep 012/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.46it/s, loss=0.516, pair=6.305, adv=1.388, sprd=0.011
                                                                                                              
Epoch 012/60 [S1→S2:ramp]  loss=0.4721  mat=0.2002  sens=8.5387  pair=7.9859  adv=1.8425(rand=3.37)  deg=0.0276  orth=0.0387  spread=0.0138  q_mean=50.1  q_std=12.4  α=0.12 β=0.03 γ=0.96 λ_grl=0.600  lr=9.23e-05  229s

Ep 013/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 013/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.465, pair=4.320, adv=1.391, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:50,  1.24s/it, loss=0.465, pair=4.320, adv=1.391, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:50,  1.24s/it, loss=0.637, pair=6.117, adv=1.312, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:46,  1.15it/s, loss=0.637, pair=6.117, adv=1.312, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:46,  1.15it/s, loss=0.465, pair=3.857, adv=1.326, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:32,  1.21it/s, loss=0.465, pair=3.857, adv=1.326, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:32,  1.21it/s, loss=0.526, pair=5.719, adv=1.175, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:58,  1.38it/s, loss=0.526, pair=5.719, adv=1.175, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:58,  1.38it/s, loss=0.478, pair=4.422, adv=1.409, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<04:01,  1.36it/s, loss=0.478, pair=4.422, adv=1.409, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:01,  1.36it/s, loss=0.599, pair=7.008, adv=1.441, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:46,  1.44it/s, loss=0.599, pair=7.008, adv=1.441, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:46,  1.44it/s, loss=0.579, pair=4.281, adv=1.431, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:52,  1.40it/s, loss=0.579, pair=4.281, adv=1.431, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:52,  1.40it/s, loss=0.534, pair=5.727, adv=1.307, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:41,  1.47it/s, loss=0.534, pair=5.727, adv=1.307, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:41,  1.47it/s, loss=0.424, pair=3.693, adv=1.245, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:46,  1.43it/s, loss=0.424, pair=3.693, adv=1.245, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:46,  1.43it/s, loss=0.515, pair=5.566, adv=1.303, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.515, pair=5.566, adv=1.303, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:35,  1.50it/s, loss=0.454, pair=3.883, adv=1.291, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:44,  1.44it/s, loss=0.454, pair=3.883, adv=1.291, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:44,  1.44it/s, loss=0.612, pair=7.184, adv=1.313, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:34,  1.50it/s, loss=0.612, pair=7.184, adv=1.313, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:34,  1.50it/s, loss=0.671, pair=5.250, adv=1.276, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:43,  1.43it/s, loss=0.671, pair=5.250, adv=1.276, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:43,  1.43it/s, loss=0.549, pair=5.258, adv=1.450, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.549, pair=5.258, adv=1.450, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.572, pair=5.863, adv=1.373, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:49,  1.38it/s, loss=0.572, pair=5.863, adv=1.373, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:49,  1.38it/s, loss=0.514, pair=5.242, adv=1.286, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:33,  1.49it/s, loss=0.514, pair=5.242, adv=1.286, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:33,  1.49it/s, loss=0.504, pair=4.367, adv=1.444, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:45,  1.40it/s, loss=0.504, pair=4.367, adv=1.444, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:45,  1.40it/s, loss=0.955, pair=5.875, adv=1.297, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:34,  1.47it/s, loss=0.955, pair=5.875, adv=1.297, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:34,  1.47it/s, loss=0.617, pair=6.238, adv=1.298, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:41,  1.41it/s, loss=0.617, pair=6.238, adv=1.298, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:41,  1.41it/s, loss=0.642, pair=7.133, adv=1.372, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:30,  1.48it/s, loss=0.642, pair=7.133, adv=1.372, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:30,  1.48it/s, loss=0.601, pair=6.527, adv=1.193, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:36,  1.44it/s, loss=0.601, pair=6.527, adv=1.193, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:36,  1.44it/s, loss=0.540, pair=5.723, adv=1.215, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:22,  1.54it/s, loss=0.540, pair=5.723, adv=1.215, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:22,  1.54it/s, loss=0.512, pair=4.559, adv=1.380, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:32,  1.46it/s, loss=0.512, pair=4.559, adv=1.380, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:32,  1.46it/s, loss=0.434, pair=3.576, adv=1.344, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:19,  1.55it/s, loss=0.434, pair=3.576, adv=1.344, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:19,  1.55it/s, loss=0.669, pair=7.172, adv=1.302, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:31,  1.46it/s, loss=0.669, pair=7.172, adv=1.302, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:31,  1.46it/s, loss=0.378, pair=2.779, adv=1.355, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:21,  1.53it/s, loss=0.378, pair=2.779, adv=1.355, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:21,  1.53it/s, loss=0.507, pair=4.195, adv=1.506, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:40,  1.39it/s, loss=0.507, pair=4.195, adv=1.506, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:40,  1.39it/s, loss=0.351, pair=2.377, adv=1.250, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:26,  1.48it/s, loss=0.351, pair=2.377, adv=1.250, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:26,  1.48it/s, loss=0.493, pair=3.170, adv=1.301, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:40,  1.38it/s, loss=0.493, pair=3.170, adv=1.301, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:40,  1.38it/s, loss=0.580, pair=5.738, adv=1.261, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:27,  1.46it/s, loss=0.580, pair=5.738, adv=1.261, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:27,  1.46it/s, loss=0.475, pair=3.398, adv=1.459, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:41,  1.36it/s, loss=0.475, pair=3.398, adv=1.459, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:41,  1.36it/s, loss=0.510, pair=4.332, adv=1.292, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:28,  1.44it/s, loss=0.510, pair=4.332, adv=1.292, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:28,  1.44it/s, loss=0.607, pair=5.098, adv=1.469, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:36,  1.39it/s, loss=0.607, pair=5.098, adv=1.469, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:36,  1.39it/s, loss=0.523, pair=4.645, adv=1.201, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:24,  1.46it/s, loss=0.523, pair=4.645, adv=1.201, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:24,  1.46it/s, loss=0.476, pair=2.967, adv=1.257, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:29,  1.43it/s, loss=0.476, pair=2.967, adv=1.257, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:29,  1.43it/s, loss=0.622, pair=5.676, adv=1.534, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:21,  1.47it/s, loss=0.622, pair=5.676, adv=1.534, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:21,  1.47it/s, loss=0.437, pair=3.098, adv=1.346, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:23,  1.46it/s, loss=0.437, pair=3.098, adv=1.346, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:23,  1.46it/s, loss=0.517, pair=3.305, adv=1.576, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:17,  1.49it/s, loss=0.517, pair=3.305, adv=1.576, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:17,  1.49it/s, loss=0.543, pair=2.443, adv=1.200, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.543, pair=2.443, adv=1.200, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.383, pair=1.964, adv=1.314, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:13,  1.51it/s, loss=0.383, pair=1.964, adv=1.314, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:13,  1.51it/s, loss=0.983, pair=3.162, adv=1.359, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:20,  1.46it/s, loss=0.983, pair=3.162, adv=1.359, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:20,  1.46it/s, loss=0.506, pair=3.732, adv=1.502, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:11,  1.52it/s, loss=0.506, pair=3.732, adv=1.502, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:11,  1.52it/s, loss=0.425, pair=2.197, adv=1.339, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:29<03:17,  1.47it/s, loss=0.425, pair=2.197, adv=1.339, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:17,  1.47it/s, loss=0.534, pair=3.965, adv=1.375, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:08,  1.54it/s, loss=0.534, pair=3.965, adv=1.375, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:08,  1.54it/s, loss=0.559, pair=4.648, adv=1.321, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:13,  1.48it/s, loss=0.559, pair=4.648, adv=1.321, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:13,  1.48it/s, loss=0.492, pair=3.877, adv=1.309, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:06,  1.54it/s, loss=0.492, pair=3.877, adv=1.309, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:06,  1.54it/s, loss=0.603, pair=4.980, adv=1.365, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:16,  1.46it/s, loss=0.603, pair=4.980, adv=1.365, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:16,  1.46it/s, loss=0.560, pair=4.520, adv=1.293, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:09,  1.51it/s, loss=0.560, pair=4.520, adv=1.293, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:09,  1.51it/s, loss=0.545, pair=4.016, adv=1.416, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:24,  1.39it/s, loss=0.545, pair=4.016, adv=1.416, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:24,  1.39it/s, loss=0.464, pair=3.061, adv=1.341, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:13,  1.46it/s, loss=0.464, pair=3.061, adv=1.341, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:13,  1.46it/s, loss=0.447, pair=3.098, adv=1.333, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:19,  1.41it/s, loss=0.447, pair=3.098, adv=1.333, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:19,  1.41it/s, loss=0.498, pair=3.771, adv=1.510, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:11,  1.46it/s, loss=0.498, pair=3.771, adv=1.510, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:11,  1.46it/s, loss=0.456, pair=2.893, adv=1.357, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:18,  1.41it/s, loss=0.456, pair=2.893, adv=1.357, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.489, pair=3.096, adv=1.457, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:10,  1.46it/s, loss=0.489, pair=3.096, adv=1.457, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:10,  1.46it/s, loss=0.548, pair=3.936, adv=1.336, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:20,  1.39it/s, loss=0.548, pair=3.936, adv=1.336, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:20,  1.39it/s, loss=0.478, pair=2.799, adv=1.611, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:11,  1.45it/s, loss=0.478, pair=2.799, adv=1.611, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:11,  1.45it/s, loss=0.451, pair=2.668, adv=1.511, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:19,  1.39it/s, loss=0.451, pair=2.668, adv=1.511, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:19,  1.39it/s, loss=0.552, pair=3.936, adv=1.442, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:09,  1.45it/s, loss=0.552, pair=3.936, adv=1.442, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:41<03:09,  1.45it/s, loss=0.489, pair=3.389, adv=1.338, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:20,  1.37it/s, loss=0.489, pair=3.389, adv=1.338, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:20,  1.37it/s, loss=0.445, pair=2.406, adv=1.557, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:10,  1.43it/s, loss=0.445, pair=2.406, adv=1.557, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:10,  1.43it/s, loss=0.577, pair=3.014, adv=1.454, sprd=0.027]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:16,  1.38it/s, loss=0.577, pair=3.014, adv=1.454, sprd=0.027]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:43<03:16,  1.38it/s, loss=0.475, pair=3.443, adv=1.286, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:06,  1.45it/s, loss=0.475, pair=3.443, adv=1.286, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:06,  1.45it/s, loss=0.548, pair=3.641, adv=1.364, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:11,  1.41it/s, loss=0.548, pair=3.641, adv=1.364, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:11,  1.41it/s, loss=0.531, pair=4.227, adv=1.432, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<03:02,  1.47it/s, loss=0.531, pair=4.227, adv=1.432, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<03:02,  1.47it/s, loss=0.475, pair=2.811, adv=1.243, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.475, pair=2.811, adv=1.243, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.520, pair=4.027, adv=1.136, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<02:56,  1.51it/s, loss=0.520, pair=4.027, adv=1.136, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<02:56,  1.51it/s, loss=0.504, pair=2.250, adv=1.333, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:05,  1.44it/s, loss=0.504, pair=2.250, adv=1.333, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:05,  1.44it/s, loss=0.443, pair=2.316, adv=1.302, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.443, pair=2.316, adv=1.302, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:48<02:57,  1.49it/s, loss=0.491, pair=2.699, adv=1.399, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.491, pair=2.699, adv=1.399, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.451, pair=2.680, adv=1.305, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:55,  1.50it/s, loss=0.451, pair=2.680, adv=1.305, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:55,  1.50it/s, loss=0.435, pair=2.406, adv=1.238, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.435, pair=2.406, adv=1.238, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.418, pair=2.316, adv=1.302, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:53,  1.51it/s, loss=0.418, pair=2.316, adv=1.302, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:53,  1.51it/s, loss=1.048, pair=3.656, adv=1.237, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<02:58,  1.46it/s, loss=1.048, pair=3.656, adv=1.237, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<02:58,  1.46it/s, loss=0.480, pair=3.064, adv=1.471, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:51,  1.51it/s, loss=0.480, pair=3.064, adv=1.471, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:52<02:51,  1.51it/s, loss=0.510, pair=2.846, adv=1.406, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:58,  1.44it/s, loss=0.510, pair=2.846, adv=1.406, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:58,  1.44it/s, loss=0.522, pair=4.285, adv=1.157, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:49,  1.52it/s, loss=0.522, pair=4.285, adv=1.157, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:49,  1.52it/s, loss=0.519, pair=3.219, adv=1.454, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:58,  1.43it/s, loss=0.519, pair=3.219, adv=1.454, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:54<02:58,  1.43it/s, loss=0.424, pair=2.055, adv=1.414, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:51,  1.49it/s, loss=0.424, pair=2.055, adv=1.414, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:51,  1.49it/s, loss=0.442, pair=2.330, adv=1.378, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:58,  1.43it/s, loss=0.442, pair=2.330, adv=1.378, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:58,  1.43it/s, loss=0.436, pair=2.311, adv=1.366, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:50,  1.49it/s, loss=0.436, pair=2.311, adv=1.366, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:50,  1.49it/s, loss=0.593, pair=3.398, adv=1.207, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:54,  1.45it/s, loss=0.593, pair=3.398, adv=1.207, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:54,  1.45it/s, loss=0.513, pair=3.602, adv=1.367, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:48,  1.49it/s, loss=0.513, pair=3.602, adv=1.367, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.559, pair=2.416, adv=1.299, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:56,  1.42it/s, loss=0.559, pair=2.416, adv=1.299, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<02:56,  1.42it/s, loss=0.474, pair=3.334, adv=1.210, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:45,  1.50it/s, loss=0.474, pair=3.334, adv=1.210, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:45,  1.50it/s, loss=0.567, pair=4.480, adv=1.314, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:52,  1.44it/s, loss=0.567, pair=4.480, adv=1.314, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:52,  1.44it/s, loss=0.482, pair=3.049, adv=1.357, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:44,  1.50it/s, loss=0.482, pair=3.049, adv=1.357, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:44,  1.50it/s, loss=0.498, pair=3.035, adv=1.270, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.498, pair=3.035, adv=1.270, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.470, pair=3.104, adv=1.388, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:45,  1.48it/s, loss=0.470, pair=3.104, adv=1.388, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:45,  1.48it/s, loss=0.460, pair=2.229, adv=1.239, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:51,  1.42it/s, loss=0.460, pair=2.229, adv=1.239, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:51,  1.42it/s, loss=0.501, pair=3.383, adv=1.409, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:43,  1.49it/s, loss=0.501, pair=3.383, adv=1.409, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:43,  1.49it/s, loss=0.919, pair=2.883, adv=1.214, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:47,  1.44it/s, loss=0.919, pair=2.883, adv=1.214, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:47,  1.44it/s, loss=0.401, pair=1.927, adv=1.242, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:40,  1.51it/s, loss=0.401, pair=1.927, adv=1.242, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:40,  1.51it/s, loss=0.497, pair=3.238, adv=1.116, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:43,  1.47it/s, loss=0.497, pair=3.238, adv=1.116, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:43,  1.47it/s, loss=0.480, pair=2.961, adv=1.359, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:37,  1.52it/s, loss=0.480, pair=2.961, adv=1.359, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:37,  1.52it/s, loss=0.410, pair=1.780, adv=1.255, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.410, pair=1.780, adv=1.255, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.428, pair=2.521, adv=1.074, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:35,  1.52it/s, loss=0.428, pair=2.521, adv=1.074, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:35,  1.52it/s, loss=0.759, pair=3.186, adv=1.280, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.759, pair=3.186, adv=1.280, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.445, pair=2.623, adv=0.998, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:37,  1.49it/s, loss=0.445, pair=2.623, adv=0.998, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:37,  1.49it/s, loss=0.432, pair=1.980, adv=1.266, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:42,  1.44it/s, loss=0.432, pair=1.980, adv=1.266, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.440, pair=2.480, adv=1.337, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.440, pair=2.480, adv=1.337, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.533, pair=3.465, adv=1.319, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:41,  1.43it/s, loss=0.533, pair=3.465, adv=1.319, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:41,  1.43it/s, loss=0.405, pair=1.832, adv=1.235, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:34,  1.49it/s, loss=0.405, pair=1.832, adv=1.235, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:34,  1.49it/s, loss=0.417, pair=1.884, adv=1.131, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.417, pair=1.884, adv=1.131, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.484, pair=2.938, adv=1.272, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:33,  1.49it/s, loss=0.484, pair=2.938, adv=1.272, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.500, pair=2.797, adv=1.232, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:40,  1.42it/s, loss=0.500, pair=2.797, adv=1.232, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:40,  1.42it/s, loss=0.512, pair=2.938, adv=1.122, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.512, pair=2.938, adv=1.122, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.482, pair=3.008, adv=1.199, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:39,  1.42it/s, loss=0.482, pair=3.008, adv=1.199, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=1.532, pair=3.025, adv=1.340, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:30,  1.50it/s, loss=1.532, pair=3.025, adv=1.340, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:30,  1.50it/s, loss=0.476, pair=3.213, adv=1.221, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:35,  1.44it/s, loss=0.476, pair=3.213, adv=1.221, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:35,  1.44it/s, loss=0.522, pair=3.654, adv=1.364, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:29,  1.49it/s, loss=0.522, pair=3.654, adv=1.364, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:29,  1.49it/s, loss=0.507, pair=2.502, adv=1.221, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:41,  1.38it/s, loss=0.507, pair=2.502, adv=1.221, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:41,  1.38it/s, loss=0.449, pair=2.385, adv=1.274, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:30,  1.46it/s, loss=0.449, pair=2.385, adv=1.274, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:30,  1.46it/s, loss=0.516, pair=1.769, adv=1.326, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.516, pair=1.769, adv=1.326, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.403, pair=2.000, adv=1.339, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:29,  1.47it/s, loss=0.403, pair=2.000, adv=1.339, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:29,  1.47it/s, loss=0.489, pair=3.340, adv=1.103, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:31,  1.44it/s, loss=0.489, pair=3.340, adv=1.103, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:31,  1.44it/s, loss=0.444, pair=1.757, adv=1.279, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.444, pair=1.757, adv=1.279, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.447, pair=2.463, adv=1.213, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:35,  1.39it/s, loss=0.447, pair=2.463, adv=1.213, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:35,  1.39it/s, loss=0.491, pair=3.412, adv=1.263, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:25,  1.48it/s, loss=0.491, pair=3.412, adv=1.263, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:25,  1.48it/s, loss=0.619, pair=2.994, adv=1.454, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:32,  1.41it/s, loss=0.619, pair=2.994, adv=1.454, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:32,  1.41it/s, loss=0.476, pair=2.953, adv=1.342, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:23,  1.49it/s, loss=0.476, pair=2.953, adv=1.342, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:23,  1.49it/s, loss=0.528, pair=2.443, adv=1.306, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:26,  1.45it/s, loss=0.528, pair=2.443, adv=1.306, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:26,  1.45it/s, loss=0.417, pair=1.825, adv=1.424, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.417, pair=1.825, adv=1.424, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.433, pair=1.998, adv=1.488, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:29,  1.40it/s, loss=0.433, pair=1.998, adv=1.488, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:29,  1.40it/s, loss=0.425, pair=2.129, adv=1.259, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:21,  1.47it/s, loss=0.425, pair=2.129, adv=1.259, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:21,  1.47it/s, loss=0.473, pair=2.096, adv=1.310, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.473, pair=2.096, adv=1.310, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.419, pair=1.729, adv=1.201, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:26<02:18,  1.50it/s, loss=0.419, pair=1.729, adv=1.201, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:18,  1.50it/s, loss=0.583, pair=3.479, adv=1.150, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:25,  1.41it/s, loss=0.583, pair=3.479, adv=1.150, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:25,  1.41it/s, loss=0.459, pair=2.416, adv=1.154, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.459, pair=2.416, adv=1.154, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.448, pair=1.646, adv=1.313, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:23,  1.42it/s, loss=0.448, pair=1.646, adv=1.313, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:23,  1.42it/s, loss=0.422, pair=1.847, adv=1.285, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:18,  1.47it/s, loss=0.422, pair=1.847, adv=1.285, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.509, pair=2.150, adv=1.284, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.509, pair=2.150, adv=1.284, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:21,  1.43it/s, loss=0.457, pair=2.596, adv=1.063, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:13,  1.51it/s, loss=0.457, pair=2.596, adv=1.063, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:13,  1.51it/s, loss=0.546, pair=3.361, adv=1.348, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:17,  1.45it/s, loss=0.546, pair=3.361, adv=1.348, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:17,  1.45it/s, loss=0.394, pair=1.370, adv=1.240, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:09,  1.53it/s, loss=0.394, pair=1.370, adv=1.240, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:09,  1.53it/s, loss=0.460, pair=2.439, adv=1.266, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:17,  1.44it/s, loss=0.460, pair=2.439, adv=1.266, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:17,  1.44it/s, loss=0.395, pair=1.649, adv=1.270, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:10,  1.51it/s, loss=0.395, pair=1.649, adv=1.270, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:10,  1.51it/s, loss=0.515, pair=2.588, adv=1.229, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:17,  1.43it/s, loss=0.515, pair=2.588, adv=1.229, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.460, pair=2.430, adv=1.204, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.460, pair=2.430, adv=1.204, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.738, pair=2.299, adv=1.345, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:35<02:16,  1.42it/s, loss=0.738, pair=2.299, adv=1.345, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:16,  1.42it/s, loss=0.440, pair=2.490, adv=1.256, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:10,  1.47it/s, loss=0.440, pair=2.490, adv=1.256, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:10,  1.47it/s, loss=0.465, pair=1.723, adv=1.241, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:13,  1.43it/s, loss=0.465, pair=1.723, adv=1.241, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:13,  1.43it/s, loss=0.371, pair=1.369, adv=1.191, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:37<02:08,  1.49it/s, loss=0.371, pair=1.369, adv=1.191, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.404, pair=1.313, adv=1.204, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:13,  1.43it/s, loss=0.404, pair=1.313, adv=1.204, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:13,  1.43it/s, loss=0.431, pair=2.330, adv=1.254, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:06,  1.49it/s, loss=0.431, pair=2.330, adv=1.254, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:06,  1.49it/s, loss=0.452, pair=2.381, adv=1.317, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:16,  1.38it/s, loss=0.452, pair=2.381, adv=1.317, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:16,  1.38it/s, loss=0.373, pair=1.675, adv=1.358, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:09,  1.44it/s, loss=0.373, pair=1.675, adv=1.358, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:09,  1.44it/s, loss=0.600, pair=4.441, adv=1.165, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:16,  1.36it/s, loss=0.600, pair=4.441, adv=1.165, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:16,  1.36it/s, loss=0.471, pair=3.373, adv=1.312, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:08,  1.44it/s, loss=0.471, pair=3.373, adv=1.312, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:08,  1.44it/s, loss=0.440, pair=2.422, adv=1.225, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:12,  1.39it/s, loss=0.440, pair=2.422, adv=1.225, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:12,  1.39it/s, loss=0.463, pair=3.055, adv=1.194, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:05,  1.46it/s, loss=0.463, pair=3.055, adv=1.194, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:05,  1.46it/s, loss=0.472, pair=2.553, adv=1.325, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:10,  1.40it/s, loss=0.472, pair=2.553, adv=1.325, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:10,  1.40it/s, loss=0.492, pair=3.711, adv=1.190, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:44<02:03,  1.46it/s, loss=0.492, pair=3.711, adv=1.190, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:03,  1.46it/s, loss=0.474, pair=3.006, adv=1.167, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:07,  1.41it/s, loss=0.474, pair=3.006, adv=1.167, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.423, pair=2.490, adv=1.308, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:01,  1.47it/s, loss=0.423, pair=2.490, adv=1.308, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<02:01,  1.47it/s, loss=0.539, pair=3.971, adv=1.219, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:05,  1.41it/s, loss=0.539, pair=3.971, adv=1.219, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:05,  1.41it/s, loss=0.440, pair=2.557, adv=1.377, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<02:00,  1.47it/s, loss=0.440, pair=2.557, adv=1.377, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.457, pair=2.652, adv=1.317, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:05,  1.40it/s, loss=0.457, pair=2.652, adv=1.317, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:05,  1.40it/s, loss=0.527, pair=3.266, adv=1.210, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:59,  1.47it/s, loss=0.527, pair=3.266, adv=1.210, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:59,  1.47it/s, loss=0.445, pair=2.281, adv=1.190, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:00,  1.44it/s, loss=0.445, pair=2.281, adv=1.190, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.450, pair=2.938, adv=1.159, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.450, pair=2.938, adv=1.159, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:54,  1.51it/s, loss=0.462, pair=2.791, adv=1.300, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:59,  1.44it/s, loss=0.462, pair=2.791, adv=1.300, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:59,  1.44it/s, loss=0.483, pair=2.922, adv=1.319, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:55,  1.49it/s, loss=0.483, pair=2.922, adv=1.319, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:55,  1.49it/s, loss=0.534, pair=2.830, adv=1.220, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<02:03,  1.37it/s, loss=0.534, pair=2.830, adv=1.220, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<02:03,  1.37it/s, loss=0.433, pair=2.213, adv=1.300, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.433, pair=2.213, adv=1.300, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:55,  1.46it/s, loss=0.466, pair=2.234, adv=1.107, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.466, pair=2.234, adv=1.107, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.487, pair=2.730, adv=1.317, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:53,  1.47it/s, loss=0.487, pair=2.730, adv=1.317, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:53,  1.47it/s, loss=0.511, pair=2.908, adv=1.129, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.511, pair=2.908, adv=1.129, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.402, pair=1.750, adv=1.247, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:55<01:49,  1.50it/s, loss=0.402, pair=1.750, adv=1.247, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:49,  1.50it/s, loss=0.463, pair=2.055, adv=1.060, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:54,  1.44it/s, loss=0.463, pair=2.055, adv=1.060, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:54,  1.44it/s, loss=0.433, pair=2.494, adv=1.176, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.433, pair=2.494, adv=1.176, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.413, pair=1.829, adv=1.199, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:53,  1.42it/s, loss=0.413, pair=1.829, adv=1.199, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:53,  1.42it/s, loss=0.427, pair=1.879, adv=1.189, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:49,  1.48it/s, loss=0.427, pair=1.879, adv=1.189, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:49,  1.48it/s, loss=0.426, pair=2.088, adv=1.071, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:51,  1.44it/s, loss=0.426, pair=2.088, adv=1.071, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:51,  1.44it/s, loss=0.506, pair=3.924, adv=1.093, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.506, pair=3.924, adv=1.093, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.473, pair=2.545, adv=1.260, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:49,  1.44it/s, loss=0.473, pair=2.545, adv=1.260, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:49,  1.44it/s, loss=0.430, pair=2.762, adv=1.198, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.430, pair=2.762, adv=1.198, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.459, pair=2.449, adv=1.381, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.459, pair=2.449, adv=1.381, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.441, pair=2.523, adv=1.305, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:43,  1.49it/s, loss=0.441, pair=2.523, adv=1.305, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:43,  1.49it/s, loss=0.622, pair=3.469, adv=1.070, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:43,  1.48it/s, loss=0.622, pair=3.469, adv=1.070, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:43,  1.48it/s, loss=0.417, pair=2.127, adv=1.295, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:40,  1.52it/s, loss=0.417, pair=2.127, adv=1.295, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:40,  1.52it/s, loss=0.459, pair=2.477, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.459, pair=2.477, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.457, pair=2.787, adv=1.308, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.457, pair=2.787, adv=1.308, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:41,  1.49it/s, loss=0.469, pair=2.961, adv=1.198, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.44it/s, loss=0.469, pair=2.961, adv=1.198, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.44it/s, loss=0.502, pair=2.766, adv=1.184, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:06<01:39,  1.50it/s, loss=0.502, pair=2.766, adv=1.184, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.50it/s, loss=0.471, pair=1.996, adv=1.124, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:45,  1.41it/s, loss=0.471, pair=1.996, adv=1.124, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:45,  1.41it/s, loss=0.484, pair=2.020, adv=1.177, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:38,  1.50it/s, loss=0.484, pair=2.020, adv=1.177, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:38,  1.50it/s, loss=0.481, pair=2.744, adv=1.076, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:43,  1.41it/s, loss=0.481, pair=2.744, adv=1.076, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:43,  1.41it/s, loss=0.420, pair=1.872, adv=1.260, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:38,  1.47it/s, loss=0.420, pair=1.872, adv=1.260, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:38,  1.47it/s, loss=0.501, pair=2.783, adv=1.337, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:43,  1.39it/s, loss=0.501, pair=2.783, adv=1.337, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:43,  1.39it/s, loss=0.444, pair=2.338, adv=1.096, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:37,  1.47it/s, loss=0.444, pair=2.338, adv=1.096, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:37,  1.47it/s, loss=0.561, pair=3.123, adv=1.368, sprd=0.027
Ep 013/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:40,  1.41it/s, loss=0.561, pair=3.123, adv=1.368, sprd=0.027
Ep 013/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:40,  1.41it/s, loss=0.406, pair=1.259, adv=1.184, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:35,  1.48it/s, loss=0.406, pair=1.259, adv=1.184, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.508, pair=2.904, adv=1.357, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.42it/s, loss=0.508, pair=2.904, adv=1.357, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.42it/s, loss=0.437, pair=2.145, adv=1.164, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:34,  1.48it/s, loss=0.437, pair=2.145, adv=1.164, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.48it/s, loss=0.460, pair=2.471, adv=1.247, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.41it/s, loss=0.460, pair=2.471, adv=1.247, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:37,  1.41it/s, loss=0.394, pair=1.931, adv=1.059, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:31,  1.50it/s, loss=0.394, pair=1.931, adv=1.059, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:31,  1.50it/s, loss=0.496, pair=2.832, adv=1.238, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:36,  1.41it/s, loss=0.496, pair=2.832, adv=1.238, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:36,  1.41it/s, loss=0.357, pair=1.196, adv=1.235, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:30,  1.49it/s, loss=0.357, pair=1.196, adv=1.235, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:30,  1.49it/s, loss=0.504, pair=3.000, adv=1.272, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:36,  1.39it/s, loss=0.504, pair=3.000, adv=1.272, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:18<01:36,  1.39it/s, loss=0.399, pair=1.824, adv=1.142, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:31,  1.46it/s, loss=0.399, pair=1.824, adv=1.142, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:31,  1.46it/s, loss=0.572, pair=1.849, adv=1.168, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:33,  1.41it/s, loss=0.572, pair=1.849, adv=1.168, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:33,  1.41it/s, loss=0.529, pair=2.730, adv=1.097, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:28,  1.48it/s, loss=0.529, pair=2.730, adv=1.097, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:28,  1.48it/s, loss=0.431, pair=1.497, adv=1.153, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.431, pair=1.497, adv=1.153, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.524, pair=2.424, adv=1.191, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:24,  1.53it/s, loss=0.524, pair=2.424, adv=1.191, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:24,  1.53it/s, loss=0.430, pair=1.757, adv=1.121, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:27,  1.46it/s, loss=0.430, pair=1.757, adv=1.121, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:27,  1.46it/s, loss=0.440, pair=2.197, adv=1.114, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:23,  1.52it/s, loss=0.440, pair=2.197, adv=1.114, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:23,  1.52it/s, loss=0.412, pair=1.550, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.43it/s, loss=0.412, pair=1.550, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.43it/s, loss=0.527, pair=3.545, adv=1.251, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:24,  1.48it/s, loss=0.527, pair=3.545, adv=1.251, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:24,  1.48it/s, loss=0.426, pair=1.516, adv=1.240, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.426, pair=1.516, adv=1.240, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.393, pair=1.490, adv=1.139, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:22,  1.49it/s, loss=0.393, pair=1.490, adv=1.139, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.582, pair=2.885, adv=1.188, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:24,  1.44it/s, loss=0.582, pair=2.885, adv=1.188, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.505, pair=2.771, adv=1.187, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:21,  1.49it/s, loss=0.505, pair=2.771, adv=1.187, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:21,  1.49it/s, loss=0.535, pair=3.074, adv=1.204, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:26<01:23,  1.43it/s, loss=0.535, pair=3.074, adv=1.204, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:23,  1.43it/s, loss=0.433, pair=2.029, adv=1.216, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:19,  1.50it/s, loss=0.433, pair=2.029, adv=1.216, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:19,  1.50it/s, loss=0.445, pair=1.624, adv=1.175, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.445, pair=1.624, adv=1.175, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.427, pair=2.156, adv=1.239, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:28<01:18,  1.48it/s, loss=0.427, pair=2.156, adv=1.239, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:18,  1.48it/s, loss=0.437, pair=2.293, adv=1.281, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:22,  1.41it/s, loss=0.437, pair=2.293, adv=1.281, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:22,  1.41it/s, loss=0.443, pair=2.484, adv=1.158, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.443, pair=2.484, adv=1.158, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.453, pair=2.516, adv=1.244, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.453, pair=2.516, adv=1.244, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.525, pair=3.301, adv=1.191, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.525, pair=3.301, adv=1.191, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=1.000, pair=2.105, adv=1.196, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=1.000, pair=2.105, adv=1.196, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.458, pair=2.652, adv=1.226, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:14,  1.48it/s, loss=0.458, pair=2.652, adv=1.226, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:14,  1.48it/s, loss=0.380, pair=1.407, adv=1.207, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:20,  1.36it/s, loss=0.380, pair=1.407, adv=1.207, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:20,  1.36it/s, loss=0.454, pair=2.572, adv=1.199, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:15,  1.43it/s, loss=0.454, pair=2.572, adv=1.199, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:15,  1.43it/s, loss=0.464, pair=2.740, adv=1.320, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:18,  1.38it/s, loss=0.464, pair=2.740, adv=1.320, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:18,  1.38it/s, loss=0.426, pair=2.342, adv=1.096, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:13,  1.46it/s, loss=0.426, pair=2.342, adv=1.096, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:13,  1.46it/s, loss=0.474, pair=2.217, adv=1.274, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:15,  1.40it/s, loss=0.474, pair=2.217, adv=1.274, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:15,  1.40it/s, loss=0.491, pair=3.039, adv=1.196, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:12,  1.45it/s, loss=0.491, pair=3.039, adv=1.196, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:12,  1.45it/s, loss=0.468, pair=1.783, adv=1.282, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:14,  1.40it/s, loss=0.468, pair=1.783, adv=1.282, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:14,  1.40it/s, loss=0.444, pair=2.660, adv=1.026, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.444, pair=2.660, adv=1.026, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.487, pair=2.863, adv=1.249, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:13,  1.39it/s, loss=0.487, pair=2.863, adv=1.249, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:13,  1.39it/s, loss=0.543, pair=3.787, adv=1.310, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:09,  1.45it/s, loss=0.543, pair=3.787, adv=1.310, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:09,  1.45it/s, loss=0.496, pair=2.625, adv=1.159, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:11,  1.40it/s, loss=0.496, pair=2.625, adv=1.159, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:11,  1.40it/s, loss=0.373, pair=1.347, adv=1.213, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:06,  1.48it/s, loss=0.373, pair=1.347, adv=1.213, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:06,  1.48it/s, loss=0.405, pair=1.731, adv=1.229, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.405, pair=1.731, adv=1.229, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.410, pair=2.324, adv=1.126, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:05,  1.49it/s, loss=0.410, pair=2.324, adv=1.126, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:05,  1.49it/s, loss=0.474, pair=2.943, adv=0.944, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:07,  1.42it/s, loss=0.474, pair=2.943, adv=0.944, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.414, pair=2.232, adv=1.141, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:03,  1.49it/s, loss=0.414, pair=2.232, adv=1.141, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:03,  1.49it/s, loss=0.546, pair=3.848, adv=1.115, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:04,  1.45it/s, loss=0.546, pair=3.848, adv=1.115, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:04,  1.45it/s, loss=0.361, pair=1.378, adv=1.032, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:01,  1.52it/s, loss=0.361, pair=1.378, adv=1.032, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:01,  1.52it/s, loss=0.424, pair=1.958, adv=1.076, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:02,  1.47it/s, loss=0.424, pair=1.958, adv=1.076, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:02,  1.47it/s, loss=0.553, pair=3.982, adv=1.120, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:46<00:59,  1.52it/s, loss=0.553, pair=3.982, adv=1.120, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<00:59,  1.52it/s, loss=0.465, pair=2.076, adv=1.303, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:02,  1.45it/s, loss=0.465, pair=2.076, adv=1.303, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:48<01:02,  1.45it/s, loss=0.641, pair=2.270, adv=1.047, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<00:58,  1.53it/s, loss=0.641, pair=2.270, adv=1.047, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<00:58,  1.53it/s, loss=0.421, pair=2.268, adv=1.089, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:00,  1.46it/s, loss=0.421, pair=2.268, adv=1.089, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:00,  1.46it/s, loss=0.384, pair=2.049, adv=1.196, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:57,  1.51it/s, loss=0.384, pair=2.049, adv=1.196, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:57,  1.51it/s, loss=0.433, pair=2.447, adv=1.073, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.43it/s, loss=0.433, pair=2.447, adv=1.073, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.43it/s, loss=0.364, pair=1.556, adv=1.278, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:56,  1.50it/s, loss=0.364, pair=1.556, adv=1.278, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.590, pair=3.377, adv=1.292, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:58,  1.43it/s, loss=0.590, pair=3.377, adv=1.292, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<00:58,  1.43it/s, loss=0.384, pair=1.880, adv=1.107, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.384, pair=1.880, adv=1.107, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.595, pair=2.443, adv=1.329, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.595, pair=2.443, adv=1.329, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.443, pair=2.572, adv=1.324, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:55,  1.46it/s, loss=0.443, pair=2.572, adv=1.324, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.443, pair=2.648, adv=1.121, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:56,  1.42it/s, loss=0.443, pair=2.648, adv=1.121, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:55<00:56,  1.42it/s, loss=0.392, pair=2.014, adv=1.132, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:53,  1.49it/s, loss=0.392, pair=2.014, adv=1.132, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:53,  1.49it/s, loss=0.496, pair=3.133, adv=1.213, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:54,  1.43it/s, loss=0.496, pair=3.133, adv=1.213, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.456, pair=2.984, adv=1.215, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:51,  1.49it/s, loss=0.456, pair=2.984, adv=1.215, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.49it/s, loss=0.403, pair=2.055, adv=1.209, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.403, pair=2.055, adv=1.209, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.418, pair=2.246, adv=1.211, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:51,  1.46it/s, loss=0.418, pair=2.246, adv=1.211, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:51,  1.46it/s, loss=0.412, pair=1.897, adv=1.293, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:53,  1.39it/s, loss=0.412, pair=1.897, adv=1.293, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:53,  1.39it/s, loss=0.400, pair=2.156, adv=1.306, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:49,  1.47it/s, loss=0.400, pair=2.156, adv=1.306, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:49,  1.47it/s, loss=0.446, pair=2.496, adv=1.297, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:51,  1.41it/s, loss=0.446, pair=2.496, adv=1.297, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:51,  1.41it/s, loss=0.437, pair=2.080, adv=1.253, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:48,  1.46it/s, loss=0.437, pair=2.080, adv=1.253, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:48,  1.46it/s, loss=0.469, pair=2.502, adv=1.236, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.41it/s, loss=0.469, pair=2.502, adv=1.236, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.470, pair=3.299, adv=1.185, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:47,  1.47it/s, loss=0.470, pair=3.299, adv=1.185, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:47,  1.47it/s, loss=0.444, pair=2.248, adv=1.220, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:48,  1.40it/s, loss=0.444, pair=2.248, adv=1.220, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:48,  1.40it/s, loss=0.428, pair=2.010, adv=1.154, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:46,  1.45it/s, loss=0.428, pair=2.010, adv=1.154, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:46,  1.45it/s, loss=0.459, pair=1.998, adv=1.189, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.40it/s, loss=0.459, pair=1.998, adv=1.189, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.40it/s, loss=0.626, pair=2.408, adv=1.343, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:44,  1.45it/s, loss=0.626, pair=2.408, adv=1.343, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:44,  1.45it/s, loss=0.569, pair=2.350, adv=1.197, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:45,  1.41it/s, loss=0.569, pair=2.350, adv=1.197, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:45,  1.41it/s, loss=0.426, pair=2.475, adv=1.106, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.47it/s, loss=0.426, pair=2.475, adv=1.106, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:07<00:42,  1.47it/s, loss=0.478, pair=2.873, adv=1.156, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.42it/s, loss=0.478, pair=2.873, adv=1.156, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.42it/s, loss=0.416, pair=2.723, adv=0.980, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.416, pair=2.723, adv=0.980, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:40,  1.50it/s, loss=0.402, pair=1.342, adv=1.221, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:43,  1.38it/s, loss=0.402, pair=1.342, adv=1.221, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:09<00:43,  1.38it/s, loss=0.384, pair=2.068, adv=1.257, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:40,  1.46it/s, loss=0.384, pair=2.068, adv=1.257, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:40,  1.46it/s, loss=0.382, pair=1.358, adv=1.277, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.42it/s, loss=0.382, pair=1.358, adv=1.277, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.42it/s, loss=0.458, pair=3.021, adv=1.216, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.47it/s, loss=0.458, pair=3.021, adv=1.216, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:11<00:38,  1.47it/s, loss=0.475, pair=3.123, adv=1.222, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.41it/s, loss=0.475, pair=3.123, adv=1.222, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.41it/s, loss=0.382, pair=2.145, adv=1.019, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.382, pair=2.145, adv=1.019, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.456, pair=3.176, adv=1.136, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.44it/s, loss=0.456, pair=3.176, adv=1.136, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:13<00:37,  1.44it/s, loss=0.449, pair=1.998, adv=1.018, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.50it/s, loss=0.449, pair=1.998, adv=1.018, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.50it/s, loss=0.422, pair=2.096, adv=1.155, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.42it/s, loss=0.422, pair=2.096, adv=1.155, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.373, pair=1.314, adv=1.096, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.47it/s, loss=0.373, pair=1.314, adv=1.096, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.47it/s, loss=0.437, pair=1.962, adv=1.234, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.44it/s, loss=0.437, pair=1.962, adv=1.234, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.44it/s, loss=0.375, pair=1.729, adv=1.157, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.53it/s, loss=0.375, pair=1.729, adv=1.157, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.53it/s, loss=0.505, pair=3.117, adv=1.170, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:32,  1.46it/s, loss=0.505, pair=3.117, adv=1.170, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:32,  1.46it/s, loss=0.425, pair=2.314, adv=1.148, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:30,  1.53it/s, loss=0.425, pair=2.314, adv=1.148, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:18<00:30,  1.53it/s, loss=0.415, pair=2.150, adv=1.175, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:31,  1.45it/s, loss=0.415, pair=2.150, adv=1.175, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:31,  1.45it/s, loss=0.479, pair=3.357, adv=1.123, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:29,  1.50it/s, loss=0.479, pair=3.357, adv=1.123, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:29,  1.50it/s, loss=0.551, pair=3.441, adv=1.166, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.551, pair=3.441, adv=1.166, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.386, pair=2.117, adv=1.107, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:28,  1.52it/s, loss=0.386, pair=2.117, adv=1.107, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.52it/s, loss=0.424, pair=2.148, adv=1.146, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:28,  1.46it/s, loss=0.424, pair=2.148, adv=1.146, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:28,  1.46it/s, loss=0.467, pair=2.693, adv=1.247, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:27,  1.49it/s, loss=0.467, pair=2.693, adv=1.247, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.49it/s, loss=0.460, pair=2.252, adv=1.141, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:27,  1.43it/s, loss=0.460, pair=2.252, adv=1.141, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:27,  1.43it/s, loss=0.421, pair=2.158, adv=1.144, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.48it/s, loss=0.421, pair=2.158, adv=1.144, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.503, pair=2.318, adv=1.165, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.38it/s, loss=0.503, pair=2.318, adv=1.165, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:24<00:27,  1.38it/s, loss=0.417, pair=2.365, adv=1.226, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.46it/s, loss=0.417, pair=2.365, adv=1.226, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.46it/s, loss=0.421, pair=1.845, adv=1.260, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.40it/s, loss=0.421, pair=1.845, adv=1.260, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.40it/s, loss=0.404, pair=2.393, adv=1.061, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.47it/s, loss=0.404, pair=2.393, adv=1.061, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.47it/s, loss=0.456, pair=2.602, adv=1.136, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.40it/s, loss=0.456, pair=2.602, adv=1.136, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.40it/s, loss=0.381, pair=1.494, adv=1.120, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:21,  1.50it/s, loss=0.381, pair=1.494, adv=1.120, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:21,  1.50it/s, loss=0.346, pair=0.916, adv=1.217, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.44it/s, loss=0.346, pair=0.916, adv=1.217, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.406, pair=2.148, adv=1.037, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.406, pair=2.148, adv=1.037, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:29<00:20,  1.50it/s, loss=0.458, pair=2.555, adv=1.171, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.42it/s, loss=0.458, pair=2.555, adv=1.171, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.42it/s, loss=0.420, pair=2.314, adv=1.304, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.48it/s, loss=0.420, pair=2.314, adv=1.304, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.48it/s, loss=0.430, pair=2.355, adv=1.059, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.430, pair=2.355, adv=1.059, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.456, pair=2.781, adv=1.038, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:17,  1.51it/s, loss=0.456, pair=2.781, adv=1.038, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:17,  1.51it/s, loss=0.461, pair=2.906, adv=0.981, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:17,  1.45it/s, loss=0.461, pair=2.906, adv=0.981, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:17,  1.45it/s, loss=0.412, pair=1.898, adv=1.169, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.52it/s, loss=0.412, pair=1.898, adv=1.169, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.52it/s, loss=0.417, pair=1.892, adv=1.223, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.46it/s, loss=0.417, pair=1.892, adv=1.223, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.46it/s, loss=0.435, pair=2.334, adv=1.248, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.49it/s, loss=0.435, pair=2.334, adv=1.248, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.49it/s, loss=0.549, pair=2.285, adv=1.072, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.45it/s, loss=0.549, pair=2.285, adv=1.072, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.45it/s, loss=0.512, pair=2.137, adv=1.307, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.512, pair=2.137, adv=1.307, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.444, pair=1.928, adv=1.077, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:13,  1.46it/s, loss=0.444, pair=1.928, adv=1.077, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:13,  1.46it/s, loss=0.482, pair=2.881, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.482, pair=2.881, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.50it/s, loss=0.434, pair=2.330, adv=1.234, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.434, pair=2.330, adv=1.234, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.461, pair=3.074, adv=1.216, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.461, pair=3.074, adv=1.216, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.571, pair=4.379, adv=1.206, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.37it/s, loss=0.571, pair=4.379, adv=1.206, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.37it/s, loss=0.412, pair=2.270, adv=1.250, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.44it/s, loss=0.412, pair=2.270, adv=1.250, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.44it/s, loss=0.478, pair=1.407, adv=1.110, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.43it/s, loss=0.478, pair=1.407, adv=1.110, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.462, pair=2.957, adv=1.180, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.462, pair=2.957, adv=1.180, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.48it/s, loss=0.454, pair=2.047, adv=1.105, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.454, pair=2.047, adv=1.105, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.420, pair=2.008, adv=1.221, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.420, pair=2.008, adv=1.221, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.528, pair=3.604, adv=1.144, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.43it/s, loss=0.528, pair=3.604, adv=1.144, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.43it/s, loss=0.389, pair=1.661, adv=1.225, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.389, pair=1.661, adv=1.225, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.539, pair=4.027, adv=1.062, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.48it/s, loss=0.539, pair=4.027, adv=1.062, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.48it/s, loss=0.381, pair=1.674, adv=1.152, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.51it/s, loss=0.381, pair=1.674, adv=1.152, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.520, pair=3.725, adv=1.257, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.520, pair=3.725, adv=1.257, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.423, pair=2.727, adv=1.170, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.423, pair=2.727, adv=1.170, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.415, pair=2.146, adv=1.077, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.415, pair=2.146, adv=1.077, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.444, pair=1.777, adv=0.921, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:01,  1.55it/s, loss=0.444, pair=1.777, adv=0.921, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:48<00:01,  1.55it/s, loss=0.526, pair=2.209, adv=1.191, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.46it/s, loss=0.526, pair=2.209, adv=1.191, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.46it/s, loss=0.431, pair=2.623, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.431, pair=2.623, adv=1.267, sprd=0.023
Ep 013/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.427, pair=2.203, adv=1.066, sprd=0.020
Ep 013/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.43it/s, loss=0.427, pair=2.203, adv=1.066, sprd=0.020
                                                                                                              
Epoch 013/60 [S1→S2:ramp]  loss=0.4845  mat=0.2146  sens=3.2074  pair=2.8345  adv=1.2430(rand=3.37)  deg=0.0208  orth=0.0380  spread=0.0206  q_mean=50.0  q_std=9.5  α=0.14 β=0.06 γ=0.92 λ_grl=0.600  lr=9.09e-05  229s

Ep 014/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 014/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.707, pair=3.068, adv=1.256, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:34,  1.19s/it, loss=0.707, pair=3.068, adv=1.256, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:34,  1.19s/it, loss=0.638, pair=3.770, adv=1.139, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:41,  1.17it/s, loss=0.638, pair=3.770, adv=1.139, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:41,  1.17it/s, loss=0.541, pair=2.580, adv=1.260, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:33,  1.21it/s, loss=0.541, pair=2.580, adv=1.260, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:33,  1.21it/s, loss=0.480, pair=1.935, adv=1.104, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:57,  1.39it/s, loss=0.480, pair=1.935, adv=1.104, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   1%|  | 4/333 [00:04<03:57,  1.39it/s, loss=0.513, pair=2.195, adv=1.115, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:11,  1.30it/s, loss=0.513, pair=2.195, adv=1.115, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:11,  1.30it/s, loss=0.440, pair=1.771, adv=1.076, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:49,  1.43it/s, loss=0.440, pair=1.771, adv=1.076, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:49,  1.43it/s, loss=0.583, pair=3.342, adv=1.150, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:55,  1.38it/s, loss=0.583, pair=3.342, adv=1.150, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:55,  1.38it/s, loss=0.546, pair=2.682, adv=1.024, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:42,  1.46it/s, loss=0.546, pair=2.682, adv=1.024, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:42,  1.46it/s, loss=0.568, pair=2.955, adv=1.096, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:50,  1.40it/s, loss=0.568, pair=2.955, adv=1.096, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:50,  1.40it/s, loss=0.435, pair=1.744, adv=1.134, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:37,  1.49it/s, loss=0.435, pair=1.744, adv=1.134, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:37,  1.49it/s, loss=0.511, pair=1.971, adv=1.141, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:41,  1.45it/s, loss=0.511, pair=1.971, adv=1.141, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:41,  1.45it/s, loss=0.417, pair=1.162, adv=1.066, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:26,  1.55it/s, loss=0.417, pair=1.162, adv=1.066, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:26,  1.55it/s, loss=0.489, pair=1.349, adv=1.058, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.489, pair=1.349, adv=1.058, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.447, pair=1.513, adv=1.143, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   4%| | 14/333 [00:09<03:32,  1.50it/s, loss=0.447, pair=1.513, adv=1.143, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:32,  1.50it/s, loss=0.538, pair=2.205, adv=1.083, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.538, pair=2.205, adv=1.083, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.493, pair=2.016, adv=1.253, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:33,  1.48it/s, loss=0.493, pair=2.016, adv=1.253, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:33,  1.48it/s, loss=0.651, pair=2.477, adv=1.078, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.651, pair=2.477, adv=1.078, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.497, pair=1.664, adv=1.071, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:31,  1.49it/s, loss=0.497, pair=1.664, adv=1.071, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:31,  1.49it/s, loss=0.454, pair=1.273, adv=1.198, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:37,  1.44it/s, loss=0.454, pair=1.273, adv=1.198, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:37,  1.44it/s, loss=0.521, pair=2.146, adv=1.187, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.521, pair=2.146, adv=1.187, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.460, pair=1.290, adv=1.059, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:34,  1.45it/s, loss=0.460, pair=1.290, adv=1.059, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:34,  1.45it/s, loss=0.445, pair=1.403, adv=1.051, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:23,  1.53it/s, loss=0.445, pair=1.403, adv=1.051, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:23,  1.53it/s, loss=0.660, pair=3.043, adv=1.166, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.660, pair=3.043, adv=1.166, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.442, pair=1.198, adv=1.107, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:26,  1.50it/s, loss=0.442, pair=1.198, adv=1.107, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:26,  1.50it/s, loss=0.516, pair=1.960, adv=1.020, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:33,  1.44it/s, loss=0.516, pair=1.960, adv=1.020, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:33,  1.44it/s, loss=0.546, pair=2.152, adv=1.285, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:25,  1.50it/s, loss=0.546, pair=2.152, adv=1.285, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:25,  1.50it/s, loss=0.595, pair=1.842, adv=0.986, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:30,  1.46it/s, loss=0.595, pair=1.842, adv=0.986, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:30,  1.46it/s, loss=0.549, pair=2.336, adv=1.173, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:20,  1.52it/s, loss=0.549, pair=2.336, adv=1.173, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:20,  1.52it/s, loss=0.487, pair=1.240, adv=1.320, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.487, pair=1.240, adv=1.320, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.572, pair=2.020, adv=1.186, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:   9%| | 30/333 [00:20<03:23,  1.49it/s, loss=0.572, pair=2.020, adv=1.186, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.594, pair=2.223, adv=1.186, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:32,  1.42it/s, loss=0.594, pair=2.223, adv=1.186, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.496, pair=1.578, adv=1.152, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.496, pair=1.578, adv=1.152, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.535, pair=1.669, adv=1.143, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.535, pair=1.669, adv=1.143, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.470, pair=1.393, adv=1.011, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:13,  1.54it/s, loss=0.470, pair=1.393, adv=1.011, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:13,  1.54it/s, loss=0.531, pair=1.423, adv=1.163, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:25,  1.45it/s, loss=0.531, pair=1.423, adv=1.163, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:25,  1.45it/s, loss=0.474, pair=1.242, adv=1.278, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  11%| | 36/333 [00:24<03:17,  1.51it/s, loss=0.474, pair=1.242, adv=1.278, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:17,  1.51it/s, loss=0.572, pair=2.039, adv=1.176, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:25,  1.44it/s, loss=0.572, pair=2.039, adv=1.176, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:25,  1.44it/s, loss=0.499, pair=1.038, adv=1.164, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.499, pair=1.038, adv=1.164, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.455, pair=1.056, adv=1.107, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.44it/s, loss=0.455, pair=1.056, adv=1.107, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.44it/s, loss=0.448, pair=1.101, adv=1.052, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:12,  1.52it/s, loss=0.448, pair=1.101, adv=1.052, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:12,  1.52it/s, loss=0.515, pair=1.163, adv=1.205, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:28,  1.40it/s, loss=0.515, pair=1.163, adv=1.205, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:28,  1.40it/s, loss=0.504, pair=1.196, adv=1.257, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.47it/s, loss=0.504, pair=1.196, adv=1.257, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.47it/s, loss=0.512, pair=1.312, adv=1.336, sprd=0.031]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:29<03:33,  1.36it/s, loss=0.512, pair=1.312, adv=1.336, sprd=0.031]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:33,  1.36it/s, loss=0.496, pair=1.166, adv=1.143, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:16,  1.47it/s, loss=0.496, pair=1.166, adv=1.143, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:16,  1.47it/s, loss=0.504, pair=1.253, adv=1.170, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:25,  1.40it/s, loss=0.504, pair=1.253, adv=1.170, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:25,  1.40it/s, loss=0.450, pair=0.889, adv=1.016, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:14,  1.48it/s, loss=0.450, pair=0.889, adv=1.016, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.516, pair=1.213, adv=1.231, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:22,  1.42it/s, loss=0.516, pair=1.213, adv=1.231, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:22,  1.42it/s, loss=0.488, pair=1.169, adv=1.192, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:12,  1.48it/s, loss=0.488, pair=1.169, adv=1.192, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:12,  1.48it/s, loss=0.618, pair=1.220, adv=1.276, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.618, pair=1.220, adv=1.276, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.488, pair=1.092, adv=1.202, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:10,  1.48it/s, loss=0.488, pair=1.092, adv=1.202, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:10,  1.48it/s, loss=0.545, pair=1.467, adv=1.160, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:12,  1.46it/s, loss=0.545, pair=1.467, adv=1.160, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:12,  1.46it/s, loss=0.460, pair=1.165, adv=1.095, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:35<03:04,  1.52it/s, loss=0.460, pair=1.165, adv=1.095, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:04,  1.52it/s, loss=0.477, pair=0.996, adv=1.132, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:13,  1.45it/s, loss=0.477, pair=0.996, adv=1.132, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:13,  1.45it/s, loss=0.494, pair=1.266, adv=1.243, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:06,  1.50it/s, loss=0.494, pair=1.266, adv=1.243, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:06,  1.50it/s, loss=0.469, pair=0.958, adv=1.277, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:13,  1.43it/s, loss=0.469, pair=0.958, adv=1.277, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:13,  1.43it/s, loss=0.511, pair=1.191, adv=1.152, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:03,  1.51it/s, loss=0.511, pair=1.191, adv=1.152, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:03,  1.51it/s, loss=0.494, pair=1.157, adv=1.313, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:19,  1.39it/s, loss=0.494, pair=1.157, adv=1.313, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:19,  1.39it/s, loss=0.473, pair=0.800, adv=1.257, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:07,  1.47it/s, loss=0.473, pair=0.800, adv=1.257, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:07,  1.47it/s, loss=0.487, pair=1.146, adv=1.249, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:40<03:13,  1.41it/s, loss=0.487, pair=1.146, adv=1.249, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:13,  1.41it/s, loss=0.433, pair=0.764, adv=1.273, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:05,  1.47it/s, loss=0.433, pair=0.764, adv=1.273, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:05,  1.47it/s, loss=0.493, pair=1.033, adv=1.365, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:20,  1.36it/s, loss=0.493, pair=1.033, adv=1.365, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:20,  1.36it/s, loss=0.485, pair=1.404, adv=1.227, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:42<03:07,  1.45it/s, loss=0.485, pair=1.404, adv=1.227, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:07,  1.45it/s, loss=0.530, pair=1.603, adv=1.265, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:21,  1.34it/s, loss=0.530, pair=1.603, adv=1.265, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:21,  1.34it/s, loss=0.438, pair=0.864, adv=1.361, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<03:08,  1.43it/s, loss=0.438, pair=0.864, adv=1.361, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<03:08,  1.43it/s, loss=0.534, pair=0.877, adv=1.248, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.38it/s, loss=0.534, pair=0.877, adv=1.248, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.38it/s, loss=0.465, pair=1.161, adv=1.269, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<03:02,  1.46it/s, loss=0.465, pair=1.161, adv=1.269, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<03:02,  1.46it/s, loss=0.452, pair=0.981, adv=1.193, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:09,  1.40it/s, loss=0.452, pair=0.981, adv=1.193, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:09,  1.40it/s, loss=0.480, pair=1.273, adv=1.244, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.480, pair=1.273, adv=1.244, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.526, pair=1.286, adv=1.266, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:06,  1.42it/s, loss=0.526, pair=1.286, adv=1.266, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:06,  1.42it/s, loss=0.483, pair=1.305, adv=1.138, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:57,  1.48it/s, loss=0.483, pair=1.305, adv=1.138, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:57,  1.48it/s, loss=0.606, pair=1.346, adv=1.095, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<02:59,  1.46it/s, loss=0.606, pair=1.346, adv=1.095, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<02:59,  1.46it/s, loss=0.458, pair=0.828, adv=1.287, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:51,  1.52it/s, loss=0.458, pair=0.828, adv=1.287, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:51,  1.52it/s, loss=0.481, pair=1.011, adv=1.255, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<02:58,  1.46it/s, loss=0.481, pair=1.011, adv=1.255, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<02:58,  1.46it/s, loss=0.441, pair=1.157, adv=1.099, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:48,  1.53it/s, loss=0.441, pair=1.157, adv=1.099, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:48,  1.53it/s, loss=0.507, pair=1.011, adv=1.212, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<02:56,  1.46it/s, loss=0.507, pair=1.011, adv=1.212, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:56,  1.46it/s, loss=0.396, pair=0.599, adv=1.053, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:47,  1.53it/s, loss=0.396, pair=0.599, adv=1.053, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:47,  1.53it/s, loss=0.517, pair=1.187, adv=1.321, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.517, pair=1.187, adv=1.321, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.473, pair=1.031, adv=1.326, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:48,  1.51it/s, loss=0.473, pair=1.031, adv=1.326, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:48,  1.51it/s, loss=0.531, pair=1.178, adv=1.112, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:57,  1.43it/s, loss=0.531, pair=1.178, adv=1.112, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:57,  1.43it/s, loss=0.446, pair=0.753, adv=1.204, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:49,  1.49it/s, loss=0.446, pair=0.753, adv=1.204, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.523, pair=1.538, adv=1.098, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.523, pair=1.538, adv=1.098, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.450, pair=0.804, adv=1.243, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:49,  1.48it/s, loss=0.450, pair=0.804, adv=1.243, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:49,  1.48it/s, loss=0.461, pair=0.787, adv=1.142, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<03:01,  1.38it/s, loss=0.461, pair=0.787, adv=1.142, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<03:01,  1.38it/s, loss=0.501, pair=1.383, adv=1.102, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:50,  1.46it/s, loss=0.501, pair=1.383, adv=1.102, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:50,  1.46it/s, loss=0.579, pair=0.825, adv=1.125, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:53,  1.43it/s, loss=0.579, pair=0.825, adv=1.125, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.494, pair=1.288, adv=1.279, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:46,  1.48it/s, loss=0.494, pair=1.288, adv=1.279, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:46,  1.48it/s, loss=0.491, pair=0.978, adv=1.263, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:51,  1.43it/s, loss=0.491, pair=0.978, adv=1.263, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:51,  1.43it/s, loss=0.970, pair=1.087, adv=1.242, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:44,  1.49it/s, loss=0.970, pair=1.087, adv=1.242, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.451, pair=0.561, adv=1.213, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:48,  1.45it/s, loss=0.451, pair=0.561, adv=1.213, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:48,  1.45it/s, loss=0.703, pair=1.040, adv=1.204, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:40,  1.52it/s, loss=0.703, pair=1.040, adv=1.204, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:40,  1.52it/s, loss=0.492, pair=0.926, adv=1.325, sprd=0.033]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:50,  1.42it/s, loss=0.492, pair=0.926, adv=1.325, sprd=0.033]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.480, pair=1.063, adv=1.156, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.480, pair=1.063, adv=1.156, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.644, pair=0.942, adv=1.222, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:49,  1.42it/s, loss=0.644, pair=0.942, adv=1.222, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:49,  1.42it/s, loss=0.474, pair=0.980, adv=1.178, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:41,  1.48it/s, loss=0.474, pair=0.980, adv=1.178, sprd=0.029]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.509, pair=0.851, adv=1.108, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:45,  1.44it/s, loss=0.509, pair=0.851, adv=1.108, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:45,  1.44it/s, loss=0.505, pair=1.276, adv=1.186, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:38,  1.49it/s, loss=0.505, pair=1.276, adv=1.186, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:38,  1.49it/s, loss=0.523, pair=1.007, adv=1.188, sprd=0.032]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:44,  1.43it/s, loss=0.523, pair=1.007, adv=1.188, sprd=0.032]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:44,  1.43it/s, loss=0.486, pair=1.087, adv=1.069, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:36,  1.50it/s, loss=0.486, pair=1.087, adv=1.069, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.527, pair=1.125, adv=1.138, sprd=0.031]
Ep 014/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.527, pair=1.125, adv=1.138, sprd=0.031]
Ep 014/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.456, pair=0.680, adv=1.286, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:08<02:35,  1.50it/s, loss=0.456, pair=0.680, adv=1.286, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.586, pair=0.522, adv=1.197, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:39,  1.46it/s, loss=0.586, pair=0.522, adv=1.197, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:39,  1.46it/s, loss=0.484, pair=1.084, adv=1.206, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:32,  1.51it/s, loss=0.484, pair=1.084, adv=1.206, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:32,  1.51it/s, loss=0.497, pair=0.888, adv=1.089, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:40,  1.43it/s, loss=0.497, pair=0.888, adv=1.089, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:40,  1.43it/s, loss=0.445, pair=0.818, adv=1.125, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:32,  1.50it/s, loss=0.445, pair=0.818, adv=1.125, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:32,  1.50it/s, loss=0.457, pair=0.474, adv=1.193, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:38,  1.44it/s, loss=0.457, pair=0.474, adv=1.193, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:38,  1.44it/s, loss=0.512, pair=1.408, adv=1.167, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.512, pair=1.408, adv=1.167, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.494, pair=0.911, adv=1.352, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:41,  1.40it/s, loss=0.494, pair=0.911, adv=1.352, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:41,  1.40it/s, loss=0.448, pair=0.837, adv=1.230, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:33,  1.47it/s, loss=0.448, pair=0.837, adv=1.230, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:33,  1.47it/s, loss=0.529, pair=1.075, adv=1.107, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:36,  1.44it/s, loss=0.529, pair=1.075, adv=1.107, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:36,  1.44it/s, loss=0.520, pair=1.076, adv=1.082, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:26,  1.52it/s, loss=0.520, pair=1.076, adv=1.082, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:26,  1.52it/s, loss=0.519, pair=0.962, adv=1.235, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:35,  1.43it/s, loss=0.519, pair=0.962, adv=1.235, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:35,  1.43it/s, loss=0.527, pair=1.066, adv=1.142, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:28,  1.49it/s, loss=0.527, pair=1.066, adv=1.142, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:28,  1.49it/s, loss=0.490, pair=1.057, adv=1.309, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:41,  1.37it/s, loss=0.490, pair=1.057, adv=1.309, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:41,  1.37it/s, loss=0.515, pair=1.478, adv=1.263, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:31,  1.44it/s, loss=0.515, pair=1.478, adv=1.263, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:31,  1.44it/s, loss=0.579, pair=1.226, adv=1.256, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:35,  1.40it/s, loss=0.579, pair=1.226, adv=1.256, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:35,  1.40it/s, loss=0.454, pair=1.032, adv=1.137, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.454, pair=1.032, adv=1.137, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.523, pair=1.064, adv=1.136, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:30,  1.44it/s, loss=0.523, pair=1.064, adv=1.136, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.444, pair=0.735, adv=1.167, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.444, pair=0.735, adv=1.167, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.728, pair=1.354, adv=1.348, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:31,  1.41it/s, loss=0.728, pair=1.354, adv=1.348, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:31,  1.41it/s, loss=0.430, pair=0.583, adv=1.378, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:24,  1.47it/s, loss=0.430, pair=0.583, adv=1.378, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:24,  1.47it/s, loss=0.613, pair=0.708, adv=1.143, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:34,  1.37it/s, loss=0.613, pair=0.708, adv=1.143, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:34,  1.37it/s, loss=0.808, pair=0.875, adv=1.198, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:25,  1.45it/s, loss=0.808, pair=0.875, adv=1.198, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:25,  1.45it/s, loss=0.506, pair=1.070, adv=1.161, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:35,  1.35it/s, loss=0.506, pair=1.070, adv=1.161, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:35,  1.35it/s, loss=0.466, pair=0.855, adv=1.288, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:26,  1.43it/s, loss=0.466, pair=0.855, adv=1.288, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:26,  1.43it/s, loss=0.497, pair=1.048, adv=1.235, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:31,  1.37it/s, loss=0.497, pair=1.048, adv=1.235, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:31,  1.37it/s, loss=0.529, pair=0.812, adv=1.202, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:22,  1.45it/s, loss=0.529, pair=0.812, adv=1.202, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:22,  1.45it/s, loss=0.489, pair=0.963, adv=1.117, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:24,  1.43it/s, loss=0.489, pair=0.963, adv=1.117, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:24,  1.43it/s, loss=0.486, pair=1.545, adv=1.119, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:15,  1.51it/s, loss=0.486, pair=1.545, adv=1.119, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:15,  1.51it/s, loss=0.499, pair=0.926, adv=1.165, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:26,  1.39it/s, loss=0.499, pair=0.926, adv=1.165, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:26,  1.39it/s, loss=0.436, pair=0.856, adv=1.186, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:18,  1.47it/s, loss=0.436, pair=0.856, adv=1.186, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.528, pair=1.185, adv=1.191, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:21,  1.42it/s, loss=0.528, pair=1.185, adv=1.191, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:21,  1.42it/s, loss=0.460, pair=0.716, adv=1.228, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.48it/s, loss=0.460, pair=0.716, adv=1.228, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.48it/s, loss=0.639, pair=1.438, adv=1.098, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:19,  1.44it/s, loss=0.639, pair=1.438, adv=1.098, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.433, pair=0.570, adv=1.193, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:12,  1.50it/s, loss=0.433, pair=0.570, adv=1.193, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:12,  1.50it/s, loss=0.471, pair=0.826, adv=1.215, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:15,  1.47it/s, loss=0.471, pair=0.826, adv=1.215, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:15,  1.47it/s, loss=0.494, pair=1.155, adv=1.297, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:11,  1.50it/s, loss=0.494, pair=1.155, adv=1.297, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:11,  1.50it/s, loss=0.494, pair=1.276, adv=1.157, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:17,  1.43it/s, loss=0.494, pair=1.276, adv=1.157, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.482, pair=1.134, adv=1.256, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.482, pair=1.134, adv=1.256, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:11,  1.48it/s, loss=0.538, pair=1.484, adv=1.190, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.538, pair=1.484, adv=1.190, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.460, pair=0.846, adv=1.302, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:11,  1.47it/s, loss=0.460, pair=0.846, adv=1.302, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:11,  1.47it/s, loss=0.546, pair=1.826, adv=1.121, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:16,  1.41it/s, loss=0.546, pair=1.826, adv=1.121, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:16,  1.41it/s, loss=0.436, pair=0.856, adv=1.213, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:10,  1.47it/s, loss=0.436, pair=0.856, adv=1.213, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:10,  1.47it/s, loss=0.529, pair=1.296, adv=1.109, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:14,  1.41it/s, loss=0.529, pair=1.296, adv=1.109, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:14,  1.41it/s, loss=0.428, pair=0.485, adv=1.186, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:08,  1.47it/s, loss=0.428, pair=0.485, adv=1.186, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:08,  1.47it/s, loss=0.521, pair=1.329, adv=1.104, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:16,  1.38it/s, loss=0.521, pair=1.329, adv=1.104, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:16,  1.38it/s, loss=0.461, pair=1.205, adv=1.187, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:07,  1.46it/s, loss=0.461, pair=1.205, adv=1.187, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:07,  1.46it/s, loss=0.575, pair=0.860, adv=1.280, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:12,  1.41it/s, loss=0.575, pair=0.860, adv=1.280, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:12,  1.41it/s, loss=0.494, pair=0.797, adv=1.321, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.494, pair=0.797, adv=1.321, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.457, pair=1.067, adv=1.010, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:07,  1.44it/s, loss=0.457, pair=1.067, adv=1.010, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:07,  1.44it/s, loss=0.458, pair=1.227, adv=1.128, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:01,  1.51it/s, loss=0.458, pair=1.227, adv=1.128, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:01,  1.51it/s, loss=0.517, pair=1.333, adv=1.102, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:11,  1.38it/s, loss=0.517, pair=1.333, adv=1.102, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:45<02:11,  1.38it/s, loss=0.455, pair=0.974, adv=1.142, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:02,  1.47it/s, loss=0.455, pair=0.974, adv=1.142, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:02,  1.47it/s, loss=0.444, pair=0.732, adv=1.071, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:06,  1.42it/s, loss=0.444, pair=0.732, adv=1.071, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:06,  1.42it/s, loss=0.479, pair=1.203, adv=1.330, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:01,  1.48it/s, loss=0.479, pair=1.203, adv=1.330, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<02:01,  1.48it/s, loss=0.446, pair=0.627, adv=1.075, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.446, pair=0.627, adv=1.075, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.487, pair=0.816, adv=1.252, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:57,  1.50it/s, loss=0.487, pair=0.816, adv=1.252, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<01:57,  1.50it/s, loss=0.462, pair=0.555, adv=1.221, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:03,  1.43it/s, loss=0.462, pair=0.555, adv=1.221, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:03,  1.43it/s, loss=0.440, pair=0.835, adv=1.097, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.440, pair=0.835, adv=1.097, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.463, pair=0.688, adv=1.209, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:04,  1.39it/s, loss=0.463, pair=0.688, adv=1.209, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:04,  1.39it/s, loss=0.446, pair=0.946, adv=1.152, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:57,  1.48it/s, loss=0.446, pair=0.946, adv=1.152, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:57,  1.48it/s, loss=0.459, pair=0.962, adv=1.218, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:01,  1.41it/s, loss=0.459, pair=0.962, adv=1.218, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:01,  1.41it/s, loss=0.464, pair=1.040, adv=0.995, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:54,  1.50it/s, loss=0.464, pair=1.040, adv=0.995, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.50it/s, loss=0.621, pair=1.569, adv=1.050, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:57,  1.44it/s, loss=0.621, pair=1.569, adv=1.050, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<01:57,  1.44it/s, loss=0.507, pair=1.266, adv=1.286, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.507, pair=1.266, adv=1.286, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.470, pair=0.860, adv=1.116, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<02:01,  1.38it/s, loss=0.470, pair=0.860, adv=1.116, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<02:01,  1.38it/s, loss=0.441, pair=0.548, adv=1.136, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:54,  1.46it/s, loss=0.441, pair=0.548, adv=1.136, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.492, pair=0.665, adv=1.054, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.492, pair=0.665, adv=1.054, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:56<01:55,  1.43it/s, loss=0.472, pair=1.117, adv=1.061, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.472, pair=1.117, adv=1.061, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.459, pair=0.838, adv=1.245, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:54,  1.44it/s, loss=0.459, pair=0.838, adv=1.245, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:54,  1.44it/s, loss=0.469, pair=0.880, adv=1.202, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.469, pair=0.880, adv=1.202, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.576, pair=1.332, adv=1.049, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:51,  1.46it/s, loss=0.576, pair=1.332, adv=1.049, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:51,  1.46it/s, loss=0.454, pair=0.933, adv=1.168, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:45,  1.52it/s, loss=0.454, pair=0.933, adv=1.168, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:45,  1.52it/s, loss=0.479, pair=0.856, adv=1.173, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.479, pair=0.856, adv=1.173, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:50,  1.45it/s, loss=0.455, pair=0.716, adv=1.253, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.455, pair=0.716, adv=1.253, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.472, pair=0.695, adv=1.171, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:53,  1.39it/s, loss=0.472, pair=0.695, adv=1.171, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:53,  1.39it/s, loss=0.581, pair=0.707, adv=1.126, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:47,  1.47it/s, loss=0.581, pair=0.707, adv=1.126, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:47,  1.47it/s, loss=0.552, pair=1.101, adv=1.300, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:55,  1.36it/s, loss=0.552, pair=1.101, adv=1.300, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:55,  1.36it/s, loss=0.666, pair=0.490, adv=1.101, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:46,  1.46it/s, loss=0.666, pair=0.490, adv=1.101, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:46,  1.46it/s, loss=0.523, pair=0.800, adv=1.204, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:53,  1.36it/s, loss=0.523, pair=0.800, adv=1.204, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:53,  1.36it/s, loss=0.507, pair=0.916, adv=1.147, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:44,  1.46it/s, loss=0.507, pair=0.916, adv=1.147, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:05<01:44,  1.46it/s, loss=0.525, pair=0.860, adv=1.307, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.525, pair=0.860, adv=1.307, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.479, pair=0.782, adv=1.410, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:43,  1.46it/s, loss=0.479, pair=0.782, adv=1.410, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.475, pair=0.536, adv=1.215, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.475, pair=0.536, adv=1.215, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:07<01:46,  1.41it/s, loss=0.459, pair=0.682, adv=1.085, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.49it/s, loss=0.459, pair=0.682, adv=1.085, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.49it/s, loss=0.462, pair=0.627, adv=1.231, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:42,  1.44it/s, loss=0.462, pair=0.627, adv=1.231, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:42,  1.44it/s, loss=0.456, pair=0.441, adv=1.252, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.456, pair=0.441, adv=1.252, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.454, pair=0.650, adv=1.157, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.454, pair=0.650, adv=1.157, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.503, pair=1.196, adv=1.192, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:37,  1.49it/s, loss=0.503, pair=1.196, adv=1.192, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:37,  1.49it/s, loss=0.592, pair=0.649, adv=1.102, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:38,  1.45it/s, loss=0.592, pair=0.649, adv=1.102, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:38,  1.45it/s, loss=0.507, pair=1.263, adv=1.135, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:33,  1.54it/s, loss=0.507, pair=1.263, adv=1.135, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:33,  1.54it/s, loss=0.565, pair=0.626, adv=1.136, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:35,  1.49it/s, loss=0.565, pair=0.626, adv=1.136, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:35,  1.49it/s, loss=0.440, pair=0.385, adv=1.238, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:31,  1.54it/s, loss=0.440, pair=0.385, adv=1.238, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:31,  1.54it/s, loss=0.607, pair=1.645, adv=1.277, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:36,  1.45it/s, loss=0.607, pair=1.645, adv=1.277, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:36,  1.45it/s, loss=0.485, pair=0.615, adv=1.233, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:32,  1.50it/s, loss=0.485, pair=0.615, adv=1.233, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:32,  1.50it/s, loss=0.609, pair=0.637, adv=1.243, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:35,  1.44it/s, loss=0.609, pair=0.637, adv=1.243, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:35,  1.44it/s, loss=0.458, pair=0.869, adv=1.116, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:30,  1.51it/s, loss=0.458, pair=0.869, adv=1.116, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:30,  1.51it/s, loss=0.491, pair=0.771, adv=1.189, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:33,  1.45it/s, loss=0.491, pair=0.771, adv=1.189, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:33,  1.45it/s, loss=0.445, pair=0.771, adv=1.071, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:29,  1.51it/s, loss=0.445, pair=0.771, adv=1.071, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:29,  1.51it/s, loss=0.428, pair=0.641, adv=1.180, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:32,  1.45it/s, loss=0.428, pair=0.641, adv=1.180, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:32,  1.45it/s, loss=0.470, pair=0.782, adv=1.172, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:17<01:28,  1.50it/s, loss=0.470, pair=0.782, adv=1.172, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:28,  1.50it/s, loss=0.479, pair=0.818, adv=1.149, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:30,  1.45it/s, loss=0.479, pair=0.818, adv=1.149, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:30,  1.45it/s, loss=0.430, pair=0.728, adv=1.108, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:26,  1.51it/s, loss=0.430, pair=0.728, adv=1.108, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:26,  1.51it/s, loss=0.601, pair=1.376, adv=1.301, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:33,  1.39it/s, loss=0.601, pair=1.376, adv=1.301, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:33,  1.39it/s, loss=0.541, pair=1.237, adv=1.222, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:28,  1.46it/s, loss=0.541, pair=1.237, adv=1.222, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:28,  1.46it/s, loss=0.597, pair=0.989, adv=1.277, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:30,  1.42it/s, loss=0.597, pair=0.989, adv=1.277, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:30,  1.42it/s, loss=0.484, pair=1.204, adv=1.039, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.484, pair=1.204, adv=1.039, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.514, pair=1.020, adv=1.211, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:27,  1.43it/s, loss=0.514, pair=1.020, adv=1.211, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:27,  1.43it/s, loss=0.436, pair=0.873, adv=1.050, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.51it/s, loss=0.436, pair=0.873, adv=1.050, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:23,  1.51it/s, loss=0.462, pair=0.731, adv=1.069, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:25,  1.45it/s, loss=0.462, pair=0.731, adv=1.069, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:25,  1.45it/s, loss=0.466, pair=1.106, adv=1.238, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:22,  1.50it/s, loss=0.466, pair=1.106, adv=1.238, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:22,  1.50it/s, loss=0.455, pair=0.763, adv=1.162, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:27,  1.40it/s, loss=0.455, pair=0.763, adv=1.162, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:27,  1.40it/s, loss=0.450, pair=0.836, adv=1.201, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:22,  1.46it/s, loss=0.450, pair=0.836, adv=1.201, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:27<01:22,  1.46it/s, loss=0.530, pair=1.230, adv=1.206, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.530, pair=1.230, adv=1.206, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.518, pair=1.320, adv=1.207, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:22,  1.45it/s, loss=0.518, pair=1.320, adv=1.207, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:22,  1.45it/s, loss=0.492, pair=1.390, adv=1.021, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:26,  1.36it/s, loss=0.492, pair=1.390, adv=1.021, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:29<01:26,  1.36it/s, loss=0.517, pair=1.766, adv=1.200, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:20,  1.45it/s, loss=0.517, pair=1.766, adv=1.200, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:20,  1.45it/s, loss=0.509, pair=1.327, adv=1.198, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:21,  1.42it/s, loss=0.509, pair=1.327, adv=1.198, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:21,  1.42it/s, loss=0.445, pair=0.699, adv=1.155, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:18,  1.47it/s, loss=0.445, pair=0.699, adv=1.155, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:18,  1.47it/s, loss=0.502, pair=1.079, adv=1.259, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.502, pair=1.079, adv=1.259, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.475, pair=1.130, adv=1.253, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.475, pair=1.130, adv=1.253, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.493, pair=1.021, adv=1.188, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:20,  1.40it/s, loss=0.493, pair=1.021, adv=1.188, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:20,  1.40it/s, loss=0.430, pair=0.793, adv=1.223, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:15,  1.46it/s, loss=0.430, pair=0.793, adv=1.223, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:15,  1.46it/s, loss=0.542, pair=0.736, adv=1.217, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:18,  1.41it/s, loss=0.542, pair=0.736, adv=1.217, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:18,  1.41it/s, loss=0.461, pair=1.124, adv=1.230, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:13,  1.47it/s, loss=0.461, pair=1.124, adv=1.230, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:13,  1.47it/s, loss=0.451, pair=0.700, adv=1.199, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.42it/s, loss=0.451, pair=0.700, adv=1.199, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.42it/s, loss=0.473, pair=1.123, adv=1.335, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:12,  1.48it/s, loss=0.473, pair=1.123, adv=1.335, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.516, pair=1.205, adv=1.082, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:16,  1.39it/s, loss=0.516, pair=1.205, adv=1.082, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:16,  1.39it/s, loss=0.731, pair=1.299, adv=1.303, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:11,  1.47it/s, loss=0.731, pair=1.299, adv=1.303, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.522, pair=0.834, adv=1.307, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:14,  1.39it/s, loss=0.522, pair=0.834, adv=1.307, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:14,  1.39it/s, loss=0.454, pair=0.766, adv=1.263, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:10,  1.46it/s, loss=0.454, pair=0.766, adv=1.263, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:10,  1.46it/s, loss=0.517, pair=1.171, adv=1.230, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:12,  1.41it/s, loss=0.517, pair=1.171, adv=1.230, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:12,  1.41it/s, loss=0.466, pair=0.737, adv=1.235, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:08,  1.47it/s, loss=0.466, pair=0.737, adv=1.235, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:08,  1.47it/s, loss=0.579, pair=0.760, adv=1.226, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:10,  1.41it/s, loss=0.579, pair=0.760, adv=1.226, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:10,  1.41it/s, loss=0.473, pair=1.012, adv=1.216, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:06,  1.49it/s, loss=0.473, pair=1.012, adv=1.216, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.491, pair=1.020, adv=1.130, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:10,  1.38it/s, loss=0.491, pair=1.020, adv=1.130, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:10,  1.38it/s, loss=0.447, pair=0.845, adv=1.223, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:05,  1.48it/s, loss=0.447, pair=0.845, adv=1.223, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:05,  1.48it/s, loss=0.478, pair=0.633, adv=1.328, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:07,  1.42it/s, loss=0.478, pair=0.633, adv=1.328, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.454, pair=0.507, adv=1.327, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:03,  1.48it/s, loss=0.454, pair=0.507, adv=1.327, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:45<01:03,  1.48it/s, loss=0.477, pair=0.722, adv=1.150, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.477, pair=0.722, adv=1.150, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.456, pair=0.611, adv=1.228, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:02,  1.48it/s, loss=0.456, pair=0.611, adv=1.228, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.511, pair=0.966, adv=1.287, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:04,  1.43it/s, loss=0.511, pair=0.966, adv=1.287, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:47<01:04,  1.43it/s, loss=0.447, pair=0.929, adv=1.191, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.447, pair=0.929, adv=1.191, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.502, pair=0.979, adv=1.179, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:02,  1.45it/s, loss=0.502, pair=0.979, adv=1.179, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:48<01:02,  1.45it/s, loss=0.448, pair=0.802, adv=1.207, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<00:58,  1.52it/s, loss=0.448, pair=0.802, adv=1.207, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:49<00:58,  1.52it/s, loss=0.487, pair=0.603, adv=1.244, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:01,  1.44it/s, loss=0.487, pair=0.603, adv=1.244, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:01,  1.44it/s, loss=0.451, pair=0.745, adv=1.259, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:57,  1.50it/s, loss=0.451, pair=0.745, adv=1.259, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.478, pair=0.735, adv=1.209, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.478, pair=0.735, adv=1.209, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.438, pair=0.749, adv=1.237, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:55,  1.53it/s, loss=0.438, pair=0.749, adv=1.237, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:55,  1.53it/s, loss=0.594, pair=0.640, adv=1.354, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:57,  1.45it/s, loss=0.594, pair=0.640, adv=1.354, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<00:57,  1.45it/s, loss=0.469, pair=0.923, adv=1.235, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:54,  1.53it/s, loss=0.469, pair=0.923, adv=1.235, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:54,  1.53it/s, loss=0.450, pair=0.532, adv=1.205, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:56,  1.46it/s, loss=0.450, pair=0.532, adv=1.205, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:56,  1.46it/s, loss=0.468, pair=0.714, adv=1.344, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:53,  1.52it/s, loss=0.468, pair=0.714, adv=1.344, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:53,  1.52it/s, loss=0.558, pair=0.562, adv=1.213, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:54,  1.46it/s, loss=0.558, pair=0.562, adv=1.213, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:55<00:54,  1.46it/s, loss=0.478, pair=0.525, adv=1.383, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.478, pair=0.525, adv=1.383, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.525, pair=0.398, adv=1.200, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:55,  1.40it/s, loss=0.525, pair=0.398, adv=1.200, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.40it/s, loss=0.452, pair=0.603, adv=1.135, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:52,  1.48it/s, loss=0.452, pair=0.603, adv=1.135, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:52,  1.48it/s, loss=0.480, pair=0.790, adv=1.332, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.480, pair=0.790, adv=1.332, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.465, pair=0.692, adv=1.210, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:51,  1.46it/s, loss=0.465, pair=0.692, adv=1.210, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:51,  1.46it/s, loss=0.478, pair=0.829, adv=1.249, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.478, pair=0.829, adv=1.249, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:52,  1.42it/s, loss=0.452, pair=0.790, adv=1.166, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.49it/s, loss=0.452, pair=0.790, adv=1.166, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:48,  1.49it/s, loss=0.466, pair=0.641, adv=1.166, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.466, pair=0.641, adv=1.166, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.674, pair=0.429, adv=1.249, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:47,  1.48it/s, loss=0.674, pair=0.429, adv=1.249, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:47,  1.48it/s, loss=0.483, pair=0.653, adv=1.174, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.43it/s, loss=0.483, pair=0.653, adv=1.174, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.43it/s, loss=0.496, pair=0.648, adv=1.209, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:45,  1.50it/s, loss=0.496, pair=0.648, adv=1.209, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:45,  1.50it/s, loss=0.474, pair=0.532, adv=1.235, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:46,  1.45it/s, loss=0.474, pair=0.532, adv=1.235, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:46,  1.45it/s, loss=0.447, pair=0.465, adv=1.255, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:44,  1.52it/s, loss=0.447, pair=0.465, adv=1.255, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:44,  1.52it/s, loss=0.510, pair=0.722, adv=1.225, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.45it/s, loss=0.510, pair=0.722, adv=1.225, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.45it/s, loss=0.516, pair=0.812, adv=1.247, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.49it/s, loss=0.516, pair=0.812, adv=1.247, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.483, pair=0.933, adv=1.242, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:44,  1.45it/s, loss=0.483, pair=0.933, adv=1.242, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:44,  1.45it/s, loss=0.452, pair=0.656, adv=1.212, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.452, pair=0.656, adv=1.212, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.557, pair=0.896, adv=1.096, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.43it/s, loss=0.557, pair=0.896, adv=1.096, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.43it/s, loss=0.465, pair=0.604, adv=1.388, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.49it/s, loss=0.465, pair=0.604, adv=1.388, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:41,  1.49it/s, loss=0.474, pair=0.473, adv=1.383, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.42it/s, loss=0.474, pair=0.473, adv=1.383, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.42it/s, loss=0.440, pair=0.471, adv=1.292, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:39,  1.48it/s, loss=0.440, pair=0.471, adv=1.292, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.48it/s, loss=0.512, pair=0.649, adv=1.183, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.42it/s, loss=0.512, pair=0.649, adv=1.183, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.42it/s, loss=0.416, pair=0.443, adv=1.131, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.416, pair=0.443, adv=1.131, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.541, pair=0.936, adv=1.283, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:10<00:38,  1.45it/s, loss=0.541, pair=0.936, adv=1.283, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.45it/s, loss=0.537, pair=0.871, adv=1.242, sprd=0.033
Ep 014/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.49it/s, loss=0.537, pair=0.871, adv=1.242, sprd=0.033
Ep 014/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.49it/s, loss=0.478, pair=0.821, adv=1.141, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:36,  1.46it/s, loss=0.478, pair=0.821, adv=1.141, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:36,  1.46it/s, loss=0.479, pair=0.762, adv=1.357, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:12<00:34,  1.53it/s, loss=0.479, pair=0.762, adv=1.357, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:34,  1.53it/s, loss=0.504, pair=0.893, adv=1.275, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:35,  1.46it/s, loss=0.504, pair=0.893, adv=1.275, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:35,  1.46it/s, loss=0.446, pair=0.557, adv=1.382, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.50it/s, loss=0.446, pair=0.557, adv=1.382, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.50it/s, loss=0.473, pair=0.725, adv=1.222, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.45it/s, loss=0.473, pair=0.725, adv=1.222, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.45it/s, loss=0.491, pair=0.888, adv=1.247, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.491, pair=0.888, adv=1.247, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.50it/s, loss=0.613, pair=0.671, adv=1.268, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.613, pair=0.671, adv=1.268, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.43it/s, loss=0.464, pair=0.825, adv=1.346, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.464, pair=0.825, adv=1.346, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.533, pair=0.890, adv=1.318, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:33,  1.39it/s, loss=0.533, pair=0.890, adv=1.318, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:33,  1.39it/s, loss=0.465, pair=0.604, adv=1.526, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:31,  1.45it/s, loss=0.465, pair=0.604, adv=1.526, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:31,  1.45it/s, loss=0.620, pair=0.557, adv=1.364, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.620, pair=0.557, adv=1.364, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.488, pair=0.479, adv=1.472, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:29,  1.45it/s, loss=0.488, pair=0.479, adv=1.472, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.45it/s, loss=0.460, pair=0.556, adv=1.314, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.41it/s, loss=0.460, pair=0.556, adv=1.314, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.483, pair=0.857, adv=1.136, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:27,  1.49it/s, loss=0.483, pair=0.857, adv=1.136, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.49it/s, loss=0.563, pair=0.621, adv=1.450, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.563, pair=0.621, adv=1.450, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.473, pair=0.846, adv=1.315, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.48it/s, loss=0.473, pair=0.846, adv=1.315, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.502, pair=0.396, adv=1.228, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.502, pair=0.396, adv=1.228, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.461, pair=0.692, adv=1.308, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:23<00:24,  1.49it/s, loss=0.461, pair=0.692, adv=1.308, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.469, pair=0.633, adv=1.356, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.42it/s, loss=0.469, pair=0.633, adv=1.356, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.494, pair=0.496, adv=1.449, sprd=0.034
Ep 014/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.48it/s, loss=0.494, pair=0.496, adv=1.449, sprd=0.034
Ep 014/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.48it/s, loss=0.528, pair=0.577, adv=1.217, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.43it/s, loss=0.528, pair=0.577, adv=1.217, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.43it/s, loss=0.482, pair=0.855, adv=1.295, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:22,  1.49it/s, loss=0.482, pair=0.855, adv=1.295, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.476, pair=0.760, adv=1.201, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.42it/s, loss=0.476, pair=0.760, adv=1.201, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.42it/s, loss=0.456, pair=0.552, adv=1.357, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.48it/s, loss=0.456, pair=0.552, adv=1.357, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.48it/s, loss=0.473, pair=0.469, adv=1.261, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:20,  1.43it/s, loss=0.473, pair=0.469, adv=1.261, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:20,  1.43it/s, loss=0.440, pair=0.455, adv=1.423, sprd=0.033
Ep 014/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.48it/s, loss=0.440, pair=0.455, adv=1.423, sprd=0.033
Ep 014/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.48it/s, loss=0.453, pair=0.412, adv=1.263, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:20,  1.39it/s, loss=0.453, pair=0.412, adv=1.263, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:20,  1.39it/s, loss=0.443, pair=0.576, adv=1.378, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:18,  1.45it/s, loss=0.443, pair=0.576, adv=1.378, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.45it/s, loss=0.481, pair=0.545, adv=1.299, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.41it/s, loss=0.481, pair=0.545, adv=1.299, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.41it/s, loss=0.491, pair=0.904, adv=1.247, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.491, pair=0.904, adv=1.247, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.48it/s, loss=0.522, pair=0.795, adv=1.302, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.522, pair=0.795, adv=1.302, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.504, pair=1.233, adv=1.232, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.49it/s, loss=0.504, pair=1.233, adv=1.232, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.49it/s, loss=0.626, pair=0.684, adv=1.266, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.626, pair=0.684, adv=1.266, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.44it/s, loss=0.479, pair=0.631, adv=1.337, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.479, pair=0.631, adv=1.337, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.489, pair=0.529, adv=1.276, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.42it/s, loss=0.489, pair=0.529, adv=1.276, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.483, pair=0.668, adv=1.152, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.483, pair=0.668, adv=1.152, sprd=0.032
Ep 014/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.50it/s, loss=0.473, pair=0.493, adv=1.289, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.43it/s, loss=0.473, pair=0.493, adv=1.289, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.43it/s, loss=0.457, pair=0.547, adv=1.259, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.457, pair=0.547, adv=1.259, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.472, pair=0.506, adv=1.155, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.45it/s, loss=0.472, pair=0.506, adv=1.155, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.45it/s, loss=0.432, pair=0.456, adv=1.219, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:09,  1.53it/s, loss=0.432, pair=0.456, adv=1.219, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:09,  1.53it/s, loss=0.495, pair=0.803, adv=1.268, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.495, pair=0.803, adv=1.268, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.437, pair=0.482, adv=1.367, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.437, pair=0.482, adv=1.367, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.499, pair=0.945, adv=1.231, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.499, pair=0.945, adv=1.231, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.444, pair=0.701, adv=1.222, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.444, pair=0.701, adv=1.222, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.455, pair=0.541, adv=1.254, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:06,  1.45it/s, loss=0.455, pair=0.541, adv=1.254, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.483, pair=0.611, adv=1.310, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.483, pair=0.611, adv=1.310, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.437, pair=0.446, adv=1.167, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.39it/s, loss=0.437, pair=0.446, adv=1.167, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.39it/s, loss=0.448, pair=0.761, adv=1.181, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.448, pair=0.761, adv=1.181, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.490, pair=0.827, adv=1.284, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.490, pair=0.827, adv=1.284, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.566, pair=0.500, adv=1.127, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:45<00:03,  1.53it/s, loss=0.566, pair=0.500, adv=1.127, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.53it/s, loss=0.503, pair=0.774, adv=1.324, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.503, pair=0.774, adv=1.324, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.451, pair=0.438, adv=1.392, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.451, pair=0.438, adv=1.392, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.472, pair=0.791, adv=1.076, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.472, pair=0.791, adv=1.076, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.455, pair=0.604, adv=1.338, sprd=0.031
Ep 014/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.47it/s, loss=0.455, pair=0.604, adv=1.338, sprd=0.031
Ep 014/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.472, pair=0.414, adv=1.297, sprd=0.032
Ep 014/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.41it/s, loss=0.472, pair=0.414, adv=1.297, sprd=0.032
                                                                                                              
Epoch 014/60 [S1→S2:ramp]  loss=0.4997  mat=0.2181  sens=1.3735  pair=1.0111  adv=1.2079(rand=3.37)  deg=0.0209  orth=0.0337  spread=0.0274  q_mean=50.0  q_std=8.6  α=0.16 β=0.09 γ=0.88 λ_grl=0.600  lr=8.94e-05  229s

Ep 015/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 015/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.586, pair=0.535, adv=1.343, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:34,  1.19s/it, loss=0.586, pair=0.535, adv=1.343, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:34,  1.19s/it, loss=0.504, pair=0.676, adv=1.141, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:33,  1.21it/s, loss=0.504, pair=0.676, adv=1.141, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:33,  1.21it/s, loss=0.550, pair=0.876, adv=1.301, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:34,  1.20it/s, loss=0.550, pair=0.876, adv=1.301, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:34,  1.20it/s, loss=0.487, pair=0.693, adv=1.324, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:58,  1.38it/s, loss=0.487, pair=0.693, adv=1.324, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:58,  1.38it/s, loss=0.547, pair=0.762, adv=1.217, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<04:00,  1.36it/s, loss=0.547, pair=0.762, adv=1.217, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:00,  1.36it/s, loss=0.477, pair=0.469, adv=1.383, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:47,  1.44it/s, loss=0.477, pair=0.469, adv=1.383, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:47,  1.44it/s, loss=0.483, pair=0.381, adv=1.269, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:52,  1.40it/s, loss=0.483, pair=0.381, adv=1.269, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:52,  1.40it/s, loss=0.458, pair=0.328, adv=1.353, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:40,  1.47it/s, loss=0.458, pair=0.328, adv=1.353, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:40,  1.47it/s, loss=0.508, pair=0.461, adv=1.399, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:46,  1.43it/s, loss=0.508, pair=0.461, adv=1.399, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:46,  1.43it/s, loss=0.485, pair=0.534, adv=1.381, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.485, pair=0.534, adv=1.381, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:35,  1.50it/s, loss=0.491, pair=0.501, adv=1.309, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.491, pair=0.501, adv=1.309, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.532, pair=0.874, adv=1.240, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:35,  1.49it/s, loss=0.532, pair=0.874, adv=1.240, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:35,  1.49it/s, loss=0.478, pair=0.479, adv=1.390, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:47,  1.41it/s, loss=0.478, pair=0.479, adv=1.390, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:47,  1.41it/s, loss=0.472, pair=0.466, adv=1.353, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:36,  1.47it/s, loss=0.472, pair=0.466, adv=1.353, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:36,  1.47it/s, loss=0.515, pair=0.697, adv=1.354, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:45,  1.41it/s, loss=0.515, pair=0.697, adv=1.354, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:45,  1.41it/s, loss=0.561, pair=0.732, adv=1.428, sprd=0.034]
Ep 015/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:35,  1.47it/s, loss=0.561, pair=0.732, adv=1.428, sprd=0.034]
Ep 015/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:35,  1.47it/s, loss=0.490, pair=0.411, adv=1.434, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:44,  1.41it/s, loss=0.490, pair=0.411, adv=1.434, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:44,  1.41it/s, loss=0.471, pair=0.468, adv=1.233, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:29,  1.50it/s, loss=0.471, pair=0.468, adv=1.233, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:29,  1.50it/s, loss=0.477, pair=0.392, adv=1.298, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:42,  1.41it/s, loss=0.477, pair=0.392, adv=1.298, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:42,  1.41it/s, loss=0.477, pair=0.357, adv=1.337, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:26,  1.51it/s, loss=0.477, pair=0.357, adv=1.337, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:26,  1.51it/s, loss=0.550, pair=0.268, adv=1.341, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:37,  1.44it/s, loss=0.550, pair=0.268, adv=1.341, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:37,  1.44it/s, loss=0.503, pair=0.688, adv=1.420, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:28,  1.49it/s, loss=0.503, pair=0.688, adv=1.420, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:28,  1.49it/s, loss=0.532, pair=0.693, adv=1.448, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:37,  1.43it/s, loss=0.532, pair=0.693, adv=1.448, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:37,  1.43it/s, loss=0.469, pair=0.305, adv=1.529, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:27,  1.49it/s, loss=0.469, pair=0.305, adv=1.529, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:27,  1.49it/s, loss=0.538, pair=0.446, adv=1.487, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:37,  1.42it/s, loss=0.538, pair=0.446, adv=1.487, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:37,  1.42it/s, loss=0.488, pair=0.600, adv=1.300, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:25,  1.49it/s, loss=0.488, pair=0.600, adv=1.300, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:25,  1.49it/s, loss=0.516, pair=0.532, adv=1.312, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:32,  1.44it/s, loss=0.516, pair=0.532, adv=1.312, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.434, pair=0.251, adv=1.289, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:21,  1.52it/s, loss=0.434, pair=0.251, adv=1.289, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:21,  1.52it/s, loss=0.466, pair=0.271, adv=1.368, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:29,  1.45it/s, loss=0.466, pair=0.271, adv=1.368, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:29,  1.45it/s, loss=0.468, pair=0.347, adv=1.330, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   9%| | 30/333 [00:20<03:20,  1.51it/s, loss=0.468, pair=0.347, adv=1.330, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:20,  1.51it/s, loss=0.512, pair=0.406, adv=1.476, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:28,  1.45it/s, loss=0.512, pair=0.406, adv=1.476, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:28,  1.45it/s, loss=0.489, pair=0.445, adv=1.426, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.489, pair=0.445, adv=1.426, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.487, pair=0.417, adv=1.303, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.487, pair=0.417, adv=1.303, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.474, pair=0.373, adv=1.445, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.474, pair=0.373, adv=1.445, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.541, pair=0.626, adv=1.477, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:28,  1.43it/s, loss=0.541, pair=0.626, adv=1.477, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:28,  1.43it/s, loss=0.492, pair=0.490, adv=1.335, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:18,  1.49it/s, loss=0.492, pair=0.490, adv=1.335, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:18,  1.49it/s, loss=0.514, pair=0.531, adv=1.271, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:24,  1.45it/s, loss=0.514, pair=0.531, adv=1.271, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:24,  1.45it/s, loss=0.490, pair=0.271, adv=1.464, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.490, pair=0.271, adv=1.464, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.656, pair=0.219, adv=1.513, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:21,  1.46it/s, loss=0.656, pair=0.219, adv=1.513, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:21,  1.46it/s, loss=0.513, pair=0.349, adv=1.520, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:14,  1.51it/s, loss=0.513, pair=0.349, adv=1.520, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:14,  1.51it/s, loss=0.486, pair=0.275, adv=1.382, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:29,  1.40it/s, loss=0.486, pair=0.275, adv=1.382, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:29,  1.40it/s, loss=0.502, pair=0.444, adv=1.535, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.46it/s, loss=0.502, pair=0.444, adv=1.535, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.46it/s, loss=0.483, pair=0.173, adv=1.310, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:29<03:21,  1.44it/s, loss=0.483, pair=0.173, adv=1.310, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.456, pair=0.190, adv=1.354, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.456, pair=0.190, adv=1.354, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.476, pair=0.296, adv=1.309, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:18,  1.45it/s, loss=0.476, pair=0.296, adv=1.309, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:18,  1.45it/s, loss=0.509, pair=0.378, adv=1.510, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:12,  1.49it/s, loss=0.509, pair=0.378, adv=1.510, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.488, pair=0.217, adv=1.512, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:20,  1.42it/s, loss=0.488, pair=0.217, adv=1.512, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:20,  1.42it/s, loss=0.492, pair=0.445, adv=1.489, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:11,  1.49it/s, loss=0.492, pair=0.445, adv=1.489, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:11,  1.49it/s, loss=0.582, pair=0.146, adv=1.520, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:33<03:18,  1.43it/s, loss=0.582, pair=0.146, adv=1.520, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.471, pair=0.332, adv=1.467, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:09,  1.49it/s, loss=0.471, pair=0.332, adv=1.467, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:09,  1.49it/s, loss=0.469, pair=0.297, adv=1.470, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:24,  1.38it/s, loss=0.469, pair=0.297, adv=1.470, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:24,  1.38it/s, loss=0.485, pair=0.260, adv=1.427, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:13,  1.45it/s, loss=0.485, pair=0.260, adv=1.427, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:13,  1.45it/s, loss=0.513, pair=0.625, adv=1.550, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:23,  1.38it/s, loss=0.513, pair=0.625, adv=1.550, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:23,  1.38it/s, loss=0.500, pair=0.543, adv=1.411, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:09,  1.48it/s, loss=0.500, pair=0.543, adv=1.411, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:09,  1.48it/s, loss=0.983, pair=0.328, adv=1.396, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.983, pair=0.328, adv=1.396, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.473, pair=0.396, adv=1.442, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:03,  1.51it/s, loss=0.473, pair=0.396, adv=1.442, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:03,  1.51it/s, loss=0.504, pair=0.312, adv=1.430, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:10,  1.45it/s, loss=0.504, pair=0.312, adv=1.430, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:10,  1.45it/s, loss=0.485, pair=0.302, adv=1.468, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:04,  1.49it/s, loss=0.485, pair=0.302, adv=1.468, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:04,  1.49it/s, loss=0.472, pair=0.328, adv=1.334, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:40<03:09,  1.44it/s, loss=0.472, pair=0.328, adv=1.334, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:09,  1.44it/s, loss=0.462, pair=0.251, adv=1.476, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:02,  1.50it/s, loss=0.462, pair=0.251, adv=1.476, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:02,  1.50it/s, loss=0.611, pair=0.358, adv=1.392, sprd=0.034]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.611, pair=0.358, adv=1.392, sprd=0.034]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.499, pair=0.470, adv=1.510, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:42<03:01,  1.49it/s, loss=0.499, pair=0.470, adv=1.510, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.498, pair=0.458, adv=1.510, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:08,  1.43it/s, loss=0.498, pair=0.458, adv=1.510, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:08,  1.43it/s, loss=0.461, pair=0.334, adv=1.486, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:59,  1.50it/s, loss=0.461, pair=0.334, adv=1.486, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<02:59,  1.50it/s, loss=0.486, pair=0.314, adv=1.521, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.38it/s, loss=0.486, pair=0.314, adv=1.521, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.38it/s, loss=0.467, pair=0.256, adv=1.326, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<03:00,  1.48it/s, loss=0.467, pair=0.256, adv=1.326, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.491, pair=0.188, adv=1.436, sprd=0.034]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:09,  1.40it/s, loss=0.491, pair=0.188, adv=1.436, sprd=0.034]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:09,  1.40it/s, loss=0.461, pair=0.322, adv=1.408, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:58,  1.48it/s, loss=0.461, pair=0.322, adv=1.408, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:58,  1.48it/s, loss=0.497, pair=0.412, adv=1.534, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:06,  1.41it/s, loss=0.497, pair=0.412, adv=1.534, sprd=0.032]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:06,  1.41it/s, loss=0.485, pair=0.208, adv=1.287, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:53,  1.52it/s, loss=0.485, pair=0.208, adv=1.287, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:53,  1.52it/s, loss=0.513, pair=0.450, adv=1.441, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.513, pair=0.450, adv=1.441, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.459, pair=0.291, adv=1.472, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:54,  1.50it/s, loss=0.459, pair=0.291, adv=1.472, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:54,  1.50it/s, loss=0.495, pair=0.377, adv=1.518, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:01,  1.43it/s, loss=0.495, pair=0.377, adv=1.518, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:01,  1.43it/s, loss=0.493, pair=0.363, adv=1.511, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.493, pair=0.363, adv=1.511, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.484, pair=0.471, adv=1.410, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<03:03,  1.41it/s, loss=0.484, pair=0.471, adv=1.410, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:03,  1.41it/s, loss=0.517, pair=0.506, adv=1.512, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:55,  1.47it/s, loss=0.517, pair=0.506, adv=1.512, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:55,  1.47it/s, loss=0.506, pair=0.453, adv=1.491, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:08,  1.36it/s, loss=0.506, pair=0.453, adv=1.491, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:54<03:08,  1.36it/s, loss=0.456, pair=0.238, adv=1.566, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:57,  1.43it/s, loss=0.456, pair=0.238, adv=1.566, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:57,  1.43it/s, loss=0.478, pair=0.336, adv=1.506, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:59,  1.41it/s, loss=0.478, pair=0.336, adv=1.506, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.516, pair=0.501, adv=1.501, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.516, pair=0.501, adv=1.501, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:50,  1.48it/s, loss=0.489, pair=0.338, adv=1.416, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.489, pair=0.338, adv=1.416, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.470, pair=0.278, adv=1.651, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:48,  1.49it/s, loss=0.470, pair=0.278, adv=1.651, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.492, pair=0.358, adv=1.477, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<03:01,  1.37it/s, loss=0.492, pair=0.358, adv=1.477, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<03:01,  1.37it/s, loss=0.515, pair=0.415, adv=1.508, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.515, pair=0.415, adv=1.508, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.481, pair=0.228, adv=1.576, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:57,  1.40it/s, loss=0.481, pair=0.228, adv=1.576, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:57,  1.40it/s, loss=0.453, pair=0.249, adv=1.606, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:47,  1.48it/s, loss=0.453, pair=0.249, adv=1.606, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:47,  1.48it/s, loss=0.506, pair=0.336, adv=1.430, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.506, pair=0.336, adv=1.430, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.438, pair=0.179, adv=1.346, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:41,  1.52it/s, loss=0.438, pair=0.179, adv=1.346, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:41,  1.52it/s, loss=0.530, pair=0.362, adv=1.582, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:50,  1.43it/s, loss=0.530, pair=0.362, adv=1.582, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:50,  1.43it/s, loss=0.462, pair=0.239, adv=1.436, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:41,  1.50it/s, loss=0.462, pair=0.239, adv=1.436, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:03<02:41,  1.50it/s, loss=0.476, pair=0.400, adv=1.484, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:52,  1.40it/s, loss=0.476, pair=0.400, adv=1.484, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:52,  1.40it/s, loss=0.446, pair=0.198, adv=1.579, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:43,  1.47it/s, loss=0.446, pair=0.198, adv=1.579, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:43,  1.47it/s, loss=0.478, pair=0.238, adv=1.498, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:49,  1.41it/s, loss=0.478, pair=0.238, adv=1.498, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:05<02:49,  1.41it/s, loss=0.448, pair=0.239, adv=1.470, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.448, pair=0.239, adv=1.470, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=1.061, pair=0.257, adv=1.471, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=1.061, pair=0.257, adv=1.471, sprd=0.033]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.493, pair=0.323, adv=1.539, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:39,  1.49it/s, loss=0.493, pair=0.323, adv=1.539, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:39,  1.49it/s, loss=0.691, pair=0.302, adv=1.517, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.691, pair=0.302, adv=1.517, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.465, pair=0.225, adv=1.502, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:40,  1.47it/s, loss=0.465, pair=0.225, adv=1.502, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:40,  1.47it/s, loss=0.687, pair=0.315, adv=1.484, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:42,  1.44it/s, loss=0.687, pair=0.315, adv=1.484, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.482, pair=0.324, adv=1.409, sprd=0.031]
Ep 015/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:33,  1.52it/s, loss=0.482, pair=0.324, adv=1.409, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:33,  1.52it/s, loss=0.485, pair=0.481, adv=1.471, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:38,  1.47it/s, loss=0.485, pair=0.481, adv=1.471, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:38,  1.47it/s, loss=0.475, pair=0.463, adv=1.529, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:32,  1.52it/s, loss=0.475, pair=0.463, adv=1.529, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:32,  1.52it/s, loss=0.643, pair=0.815, adv=1.525, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:37,  1.46it/s, loss=0.643, pair=0.815, adv=1.525, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:37,  1.46it/s, loss=0.570, pair=1.107, adv=1.430, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:30,  1.52it/s, loss=0.570, pair=1.107, adv=1.430, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:30,  1.52it/s, loss=0.522, pair=0.544, adv=1.656, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:39,  1.43it/s, loss=0.522, pair=0.544, adv=1.656, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:39,  1.43it/s, loss=0.448, pair=0.309, adv=1.500, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:30,  1.51it/s, loss=0.448, pair=0.309, adv=1.500, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:30,  1.51it/s, loss=0.482, pair=0.213, adv=1.601, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:37,  1.43it/s, loss=0.482, pair=0.213, adv=1.601, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:37,  1.43it/s, loss=0.501, pair=0.454, adv=1.651, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:31,  1.49it/s, loss=0.501, pair=0.454, adv=1.651, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:31,  1.49it/s, loss=0.470, pair=0.229, adv=1.399, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:41,  1.39it/s, loss=0.470, pair=0.229, adv=1.399, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:41,  1.39it/s, loss=0.463, pair=0.348, adv=1.530, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:32,  1.46it/s, loss=0.463, pair=0.348, adv=1.530, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:32,  1.46it/s, loss=0.472, pair=0.239, adv=1.569, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:36,  1.42it/s, loss=0.472, pair=0.239, adv=1.569, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:36,  1.42it/s, loss=0.479, pair=0.349, adv=1.531, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:28,  1.49it/s, loss=0.479, pair=0.349, adv=1.531, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:28,  1.49it/s, loss=0.590, pair=0.359, adv=1.566, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:32,  1.45it/s, loss=0.590, pair=0.359, adv=1.566, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:32,  1.45it/s, loss=0.466, pair=0.296, adv=1.558, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:25,  1.51it/s, loss=0.466, pair=0.296, adv=1.558, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:25,  1.51it/s, loss=0.500, pair=0.378, adv=1.443, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:29,  1.46it/s, loss=0.500, pair=0.378, adv=1.443, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:29,  1.46it/s, loss=0.431, pair=0.184, adv=1.442, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:19<02:22,  1.53it/s, loss=0.431, pair=0.184, adv=1.442, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:22,  1.53it/s, loss=0.536, pair=0.448, adv=1.605, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:33,  1.41it/s, loss=0.536, pair=0.448, adv=1.605, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:33,  1.41it/s, loss=0.457, pair=0.207, adv=1.612, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:25,  1.48it/s, loss=0.457, pair=0.207, adv=1.612, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:25,  1.48it/s, loss=1.030, pair=1.870, adv=1.459, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:32,  1.40it/s, loss=1.030, pair=1.870, adv=1.459, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:32,  1.40it/s, loss=0.489, pair=0.200, adv=1.563, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:26,  1.46it/s, loss=0.489, pair=0.200, adv=1.563, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:26,  1.46it/s, loss=0.493, pair=0.254, adv=1.517, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:31,  1.40it/s, loss=0.493, pair=0.254, adv=1.517, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:31,  1.40it/s, loss=0.464, pair=0.226, adv=1.423, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.464, pair=0.226, adv=1.423, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.499, pair=0.293, adv=1.575, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:24<02:28,  1.42it/s, loss=0.499, pair=0.293, adv=1.575, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:28,  1.42it/s, loss=0.450, pair=0.260, adv=1.532, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:21,  1.48it/s, loss=0.450, pair=0.260, adv=1.532, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:21,  1.48it/s, loss=0.468, pair=0.291, adv=1.489, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.468, pair=0.291, adv=1.489, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.477, pair=0.273, adv=1.509, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:26<02:16,  1.51it/s, loss=0.477, pair=0.273, adv=1.509, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:16,  1.51it/s, loss=0.489, pair=0.449, adv=1.466, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:22,  1.45it/s, loss=0.489, pair=0.449, adv=1.466, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:22,  1.45it/s, loss=0.626, pair=0.557, adv=1.647, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:16,  1.50it/s, loss=0.626, pair=0.557, adv=1.647, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:16,  1.50it/s, loss=0.473, pair=0.168, adv=1.525, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.473, pair=0.168, adv=1.525, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.486, pair=0.360, adv=1.457, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:13,  1.52it/s, loss=0.486, pair=0.360, adv=1.457, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:13,  1.52it/s, loss=0.575, pair=0.251, adv=1.633, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:25,  1.39it/s, loss=0.575, pair=0.251, adv=1.633, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:25,  1.39it/s, loss=0.448, pair=0.229, adv=1.502, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.448, pair=0.229, adv=1.502, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.491, pair=0.477, adv=1.533, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:22,  1.40it/s, loss=0.491, pair=0.477, adv=1.533, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:22,  1.40it/s, loss=0.464, pair=0.358, adv=1.499, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:12,  1.50it/s, loss=0.464, pair=0.358, adv=1.499, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:12,  1.50it/s, loss=0.533, pair=0.553, adv=1.584, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:24,  1.37it/s, loss=0.533, pair=0.553, adv=1.584, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:24,  1.37it/s, loss=0.469, pair=0.191, adv=1.586, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:16,  1.44it/s, loss=0.469, pair=0.191, adv=1.586, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:16,  1.44it/s, loss=0.470, pair=0.284, adv=1.552, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:25,  1.35it/s, loss=0.470, pair=0.284, adv=1.552, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:25,  1.35it/s, loss=0.466, pair=0.305, adv=1.594, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:15,  1.44it/s, loss=0.466, pair=0.305, adv=1.594, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:15,  1.44it/s, loss=0.488, pair=0.283, adv=1.396, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.488, pair=0.283, adv=1.396, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.540, pair=0.735, adv=1.630, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.540, pair=0.735, adv=1.630, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.504, pair=0.428, adv=1.629, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:16,  1.41it/s, loss=0.504, pair=0.428, adv=1.629, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:16,  1.41it/s, loss=0.480, pair=0.464, adv=1.523, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.480, pair=0.464, adv=1.523, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.482, pair=0.217, adv=1.598, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:10,  1.45it/s, loss=0.482, pair=0.217, adv=1.598, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:10,  1.45it/s, loss=0.490, pair=0.370, adv=1.570, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:03,  1.53it/s, loss=0.490, pair=0.370, adv=1.570, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:03,  1.53it/s, loss=0.477, pair=0.360, adv=1.583, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:09,  1.45it/s, loss=0.477, pair=0.360, adv=1.583, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:09,  1.45it/s, loss=0.465, pair=0.413, adv=1.532, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:03,  1.51it/s, loss=0.465, pair=0.413, adv=1.532, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:03,  1.51it/s, loss=0.529, pair=0.518, adv=1.775, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:09,  1.44it/s, loss=0.529, pair=0.518, adv=1.775, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:09,  1.44it/s, loss=0.480, pair=0.437, adv=1.502, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:01,  1.52it/s, loss=0.480, pair=0.437, adv=1.502, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:01,  1.52it/s, loss=0.531, pair=0.562, adv=1.455, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:06,  1.45it/s, loss=0.531, pair=0.562, adv=1.455, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:06,  1.45it/s, loss=0.477, pair=0.442, adv=1.600, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<01:59,  1.53it/s, loss=0.477, pair=0.442, adv=1.600, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<01:59,  1.53it/s, loss=0.568, pair=0.210, adv=1.576, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:04,  1.46it/s, loss=0.568, pair=0.210, adv=1.576, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:04,  1.46it/s, loss=0.460, pair=0.181, adv=1.593, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:44<02:00,  1.51it/s, loss=0.460, pair=0.181, adv=1.593, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:00,  1.51it/s, loss=0.458, pair=0.194, adv=1.510, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:03,  1.46it/s, loss=0.458, pair=0.194, adv=1.510, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:03,  1.46it/s, loss=0.526, pair=0.516, adv=1.677, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<01:59,  1.49it/s, loss=0.526, pair=0.516, adv=1.677, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<01:59,  1.49it/s, loss=0.490, pair=0.314, adv=1.575, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:46<02:03,  1.45it/s, loss=0.490, pair=0.314, adv=1.575, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.45it/s, loss=0.504, pair=0.521, adv=1.665, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:58,  1.49it/s, loss=0.504, pair=0.521, adv=1.665, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<01:58,  1.49it/s, loss=0.588, pair=0.339, adv=1.567, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:02,  1.44it/s, loss=0.588, pair=0.339, adv=1.567, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:02,  1.44it/s, loss=0.463, pair=0.353, adv=1.535, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:48<01:56,  1.50it/s, loss=0.463, pair=0.353, adv=1.535, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.576, pair=0.893, adv=1.718, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:00,  1.44it/s, loss=0.576, pair=0.893, adv=1.718, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.466, pair=0.371, adv=1.561, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.466, pair=0.371, adv=1.561, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.491, pair=0.311, adv=1.596, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:50<01:56,  1.48it/s, loss=0.491, pair=0.311, adv=1.596, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:56,  1.48it/s, loss=0.639, pair=0.290, adv=1.765, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:53,  1.51it/s, loss=0.639, pair=0.290, adv=1.765, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:53,  1.51it/s, loss=0.504, pair=0.480, adv=1.546, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:57,  1.45it/s, loss=0.504, pair=0.480, adv=1.546, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:57,  1.45it/s, loss=0.483, pair=0.413, adv=1.783, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:52<01:52,  1.50it/s, loss=0.483, pair=0.413, adv=1.783, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:52,  1.50it/s, loss=0.489, pair=0.377, adv=1.571, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:53<01:56,  1.45it/s, loss=0.489, pair=0.377, adv=1.571, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:56,  1.45it/s, loss=0.477, pair=0.401, adv=1.625, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:52,  1.49it/s, loss=0.477, pair=0.401, adv=1.625, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:52,  1.49it/s, loss=0.552, pair=0.506, adv=1.745, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.42it/s, loss=0.552, pair=0.506, adv=1.745, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.42it/s, loss=0.533, pair=0.790, adv=1.746, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:55<01:51,  1.47it/s, loss=0.533, pair=0.790, adv=1.746, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:51,  1.47it/s, loss=0.506, pair=0.450, adv=1.749, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:55,  1.42it/s, loss=0.506, pair=0.450, adv=1.749, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:55,  1.42it/s, loss=0.601, pair=0.444, adv=1.780, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:51,  1.46it/s, loss=0.601, pair=0.444, adv=1.780, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:51,  1.46it/s, loss=0.563, pair=1.036, adv=1.533, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:57<01:52,  1.44it/s, loss=0.563, pair=1.036, adv=1.533, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:52,  1.44it/s, loss=0.477, pair=0.401, adv=1.621, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:48,  1.49it/s, loss=0.477, pair=0.401, adv=1.621, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:48,  1.49it/s, loss=0.538, pair=0.529, adv=1.618, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:51,  1.43it/s, loss=0.538, pair=0.529, adv=1.618, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:51,  1.43it/s, loss=0.490, pair=0.488, adv=1.709, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  52%|▌| 174/333 [01:59<01:45,  1.50it/s, loss=0.490, pair=0.488, adv=1.709, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.50it/s, loss=0.506, pair=0.472, adv=1.613, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:48,  1.46it/s, loss=0.506, pair=0.472, adv=1.613, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:48,  1.46it/s, loss=0.476, pair=0.221, adv=1.589, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:43,  1.52it/s, loss=0.476, pair=0.221, adv=1.589, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:43,  1.52it/s, loss=0.513, pair=0.390, adv=1.785, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:01<01:47,  1.45it/s, loss=0.513, pair=0.390, adv=1.785, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:47,  1.45it/s, loss=0.489, pair=0.389, adv=1.481, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:41,  1.53it/s, loss=0.489, pair=0.389, adv=1.481, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:41,  1.53it/s, loss=0.536, pair=0.536, adv=1.614, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:44,  1.47it/s, loss=0.536, pair=0.536, adv=1.614, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:44,  1.47it/s, loss=0.528, pair=0.391, adv=1.620, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:03<01:41,  1.51it/s, loss=0.528, pair=0.391, adv=1.620, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:41,  1.51it/s, loss=0.528, pair=0.353, adv=1.759, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.528, pair=0.353, adv=1.759, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.454, pair=0.300, adv=1.612, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:40,  1.51it/s, loss=0.454, pair=0.300, adv=1.612, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:40,  1.51it/s, loss=0.470, pair=0.155, adv=1.625, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:05<01:43,  1.45it/s, loss=0.470, pair=0.155, adv=1.625, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:43,  1.45it/s, loss=0.451, pair=0.232, adv=1.672, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:06<01:38,  1.52it/s, loss=0.451, pair=0.232, adv=1.672, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:38,  1.52it/s, loss=0.561, pair=0.460, adv=1.662, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:42,  1.44it/s, loss=0.561, pair=0.460, adv=1.662, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:42,  1.44it/s, loss=0.453, pair=0.234, adv=1.683, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:07<01:37,  1.51it/s, loss=0.453, pair=0.234, adv=1.683, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:37,  1.51it/s, loss=0.509, pair=0.269, adv=1.694, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:08<01:42,  1.43it/s, loss=0.509, pair=0.269, adv=1.694, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.43it/s, loss=0.457, pair=0.180, adv=1.609, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:37,  1.49it/s, loss=0.457, pair=0.180, adv=1.609, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:37,  1.49it/s, loss=0.494, pair=0.235, adv=1.636, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:09<01:40,  1.43it/s, loss=0.494, pair=0.235, adv=1.636, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.507, pair=0.243, adv=1.599, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:10<01:36,  1.48it/s, loss=0.507, pair=0.243, adv=1.599, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.527, pair=0.363, adv=1.677, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:43,  1.38it/s, loss=0.527, pair=0.363, adv=1.677, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:43,  1.38it/s, loss=0.492, pair=0.225, adv=1.807, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:37,  1.45it/s, loss=0.492, pair=0.225, adv=1.807, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:37,  1.45it/s, loss=0.470, pair=0.267, adv=1.592, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:12<01:40,  1.40it/s, loss=0.470, pair=0.267, adv=1.592, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:40,  1.40it/s, loss=0.583, pair=0.230, adv=1.737, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:34,  1.48it/s, loss=0.583, pair=0.230, adv=1.737, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.48it/s, loss=0.597, pair=0.267, adv=1.612, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.42it/s, loss=0.597, pair=0.267, adv=1.612, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.42it/s, loss=0.497, pair=0.363, adv=1.793, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:14<01:32,  1.49it/s, loss=0.497, pair=0.363, adv=1.793, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:32,  1.49it/s, loss=0.499, pair=0.335, adv=1.703, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:39,  1.37it/s, loss=0.499, pair=0.335, adv=1.703, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:39,  1.37it/s, loss=0.443, pair=0.194, adv=1.686, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:32,  1.46it/s, loss=0.443, pair=0.194, adv=1.686, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.488, pair=0.282, adv=1.735, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:36,  1.39it/s, loss=0.488, pair=0.282, adv=1.735, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:36,  1.39it/s, loss=0.482, pair=0.302, adv=1.572, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:17<01:29,  1.48it/s, loss=0.482, pair=0.302, adv=1.572, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:29,  1.48it/s, loss=0.506, pair=0.201, adv=1.742, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.506, pair=0.201, adv=1.742, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.471, pair=0.309, adv=1.768, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:18<01:27,  1.50it/s, loss=0.471, pair=0.309, adv=1.768, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.50it/s, loss=0.484, pair=0.166, adv=1.647, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:19<01:29,  1.45it/s, loss=0.484, pair=0.166, adv=1.647, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:29,  1.45it/s, loss=0.505, pair=0.224, adv=1.743, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:26,  1.50it/s, loss=0.505, pair=0.224, adv=1.743, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:26,  1.50it/s, loss=0.493, pair=0.213, adv=1.574, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:28,  1.45it/s, loss=0.493, pair=0.213, adv=1.574, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:28,  1.45it/s, loss=0.467, pair=0.170, adv=1.726, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:21<01:23,  1.52it/s, loss=0.467, pair=0.170, adv=1.726, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:23,  1.52it/s, loss=0.474, pair=0.220, adv=1.764, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.43it/s, loss=0.474, pair=0.220, adv=1.764, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.43it/s, loss=0.578, pair=0.204, adv=1.700, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.50it/s, loss=0.578, pair=0.204, adv=1.700, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.50it/s, loss=0.569, pair=0.162, adv=1.757, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:23<01:25,  1.45it/s, loss=0.569, pair=0.162, adv=1.757, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:25,  1.45it/s, loss=0.505, pair=0.145, adv=1.623, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:21,  1.51it/s, loss=0.505, pair=0.145, adv=1.623, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:21,  1.51it/s, loss=0.495, pair=0.211, adv=1.840, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:25,  1.42it/s, loss=0.495, pair=0.211, adv=1.840, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:25,  1.42it/s, loss=0.497, pair=0.432, adv=1.738, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:25<01:21,  1.48it/s, loss=0.497, pair=0.432, adv=1.738, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:21,  1.48it/s, loss=0.718, pair=0.294, adv=1.708, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:26<01:25,  1.41it/s, loss=0.718, pair=0.294, adv=1.708, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:25,  1.41it/s, loss=0.467, pair=0.167, adv=1.853, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.467, pair=0.167, adv=1.853, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.465, pair=0.188, adv=1.685, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:25,  1.38it/s, loss=0.465, pair=0.188, adv=1.685, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:25,  1.38it/s, loss=0.460, pair=0.259, adv=1.662, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:28<01:19,  1.47it/s, loss=0.460, pair=0.259, adv=1.662, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.484, pair=0.256, adv=1.726, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:24,  1.37it/s, loss=0.484, pair=0.256, adv=1.726, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:24,  1.37it/s, loss=0.494, pair=0.355, adv=1.846, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:19,  1.45it/s, loss=0.494, pair=0.355, adv=1.846, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:19,  1.45it/s, loss=0.498, pair=0.285, adv=1.571, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:30<01:20,  1.42it/s, loss=0.498, pair=0.285, adv=1.571, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.433, pair=0.129, adv=1.638, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:15,  1.49it/s, loss=0.433, pair=0.129, adv=1.638, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:15,  1.49it/s, loss=0.553, pair=0.648, adv=1.661, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:18,  1.42it/s, loss=0.553, pair=0.648, adv=1.661, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:18,  1.42it/s, loss=0.470, pair=0.219, adv=1.645, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:32<01:14,  1.49it/s, loss=0.470, pair=0.219, adv=1.645, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.501, pair=0.227, adv=1.800, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:17,  1.43it/s, loss=0.501, pair=0.227, adv=1.800, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:17,  1.43it/s, loss=0.456, pair=0.281, adv=1.676, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.456, pair=0.281, adv=1.676, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.592, pair=0.692, adv=1.890, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:34<01:15,  1.42it/s, loss=0.592, pair=0.692, adv=1.890, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.42it/s, loss=1.743, pair=0.207, adv=1.745, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:10,  1.51it/s, loss=1.743, pair=0.207, adv=1.745, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:10,  1.51it/s, loss=0.480, pair=0.224, adv=1.844, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:13,  1.43it/s, loss=0.480, pair=0.224, adv=1.844, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:13,  1.43it/s, loss=0.464, pair=0.200, adv=1.663, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:36<01:10,  1.50it/s, loss=0.464, pair=0.200, adv=1.663, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:10,  1.50it/s, loss=0.540, pair=0.265, adv=1.812, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:12,  1.44it/s, loss=0.540, pair=0.265, adv=1.812, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:12,  1.44it/s, loss=0.453, pair=0.136, adv=1.685, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:07,  1.52it/s, loss=0.453, pair=0.136, adv=1.685, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:07,  1.52it/s, loss=0.534, pair=0.291, adv=1.660, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:13,  1.38it/s, loss=0.534, pair=0.291, adv=1.660, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:13,  1.38it/s, loss=0.505, pair=0.232, adv=1.810, sprd=0.035
Ep 015/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:39<01:09,  1.45it/s, loss=0.505, pair=0.232, adv=1.810, sprd=0.035
Ep 015/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:09,  1.45it/s, loss=0.508, pair=0.298, adv=1.732, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:11,  1.40it/s, loss=0.508, pair=0.298, adv=1.732, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:11,  1.40it/s, loss=0.474, pair=0.245, adv=1.854, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:07,  1.47it/s, loss=0.474, pair=0.245, adv=1.854, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:07,  1.47it/s, loss=0.487, pair=0.278, adv=1.777, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:41<01:09,  1.41it/s, loss=0.487, pair=0.278, adv=1.777, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:09,  1.41it/s, loss=0.451, pair=0.093, adv=1.762, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:05,  1.48it/s, loss=0.451, pair=0.093, adv=1.762, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:05,  1.48it/s, loss=0.486, pair=0.226, adv=1.726, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:08,  1.41it/s, loss=0.486, pair=0.226, adv=1.726, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:08,  1.41it/s, loss=0.469, pair=0.288, adv=1.725, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:43<01:04,  1.48it/s, loss=0.469, pair=0.288, adv=1.725, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.520, pair=0.268, adv=1.700, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:06,  1.42it/s, loss=0.520, pair=0.268, adv=1.700, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.504, pair=0.365, adv=1.839, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.46it/s, loss=0.504, pair=0.365, adv=1.839, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.46it/s, loss=0.540, pair=0.355, adv=1.821, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:45<01:05,  1.41it/s, loss=0.540, pair=0.355, adv=1.821, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.41it/s, loss=0.475, pair=0.374, adv=1.749, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:46<01:01,  1.49it/s, loss=0.475, pair=0.374, adv=1.749, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.508, pair=0.366, adv=1.738, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:03,  1.42it/s, loss=0.508, pair=0.366, adv=1.738, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:03,  1.42it/s, loss=0.571, pair=0.396, adv=1.865, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:47<01:00,  1.47it/s, loss=0.571, pair=0.396, adv=1.865, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<01:00,  1.47it/s, loss=0.579, pair=0.672, adv=1.870, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:02,  1.41it/s, loss=0.579, pair=0.672, adv=1.870, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:02,  1.41it/s, loss=0.512, pair=0.494, adv=1.819, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:59,  1.47it/s, loss=0.512, pair=0.494, adv=1.819, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:59,  1.47it/s, loss=0.504, pair=0.291, adv=1.791, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.41it/s, loss=0.504, pair=0.291, adv=1.791, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.41it/s, loss=0.501, pair=0.286, adv=1.906, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:57,  1.47it/s, loss=0.501, pair=0.286, adv=1.906, sprd=0.034
Ep 015/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:57,  1.47it/s, loss=0.935, pair=0.354, adv=1.698, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<01:01,  1.36it/s, loss=0.935, pair=0.354, adv=1.698, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<01:01,  1.36it/s, loss=0.509, pair=0.382, adv=1.764, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:57,  1.44it/s, loss=0.509, pair=0.382, adv=1.764, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:57,  1.44it/s, loss=0.487, pair=0.097, adv=1.799, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<01:00,  1.35it/s, loss=0.487, pair=0.097, adv=1.799, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<01:00,  1.35it/s, loss=0.472, pair=0.185, adv=1.964, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:56,  1.43it/s, loss=0.472, pair=0.185, adv=1.964, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:56,  1.43it/s, loss=0.496, pair=0.192, adv=1.745, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:58,  1.38it/s, loss=0.496, pair=0.192, adv=1.745, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:55<00:58,  1.38it/s, loss=0.480, pair=0.339, adv=1.697, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:54,  1.46it/s, loss=0.480, pair=0.339, adv=1.697, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:54,  1.46it/s, loss=0.504, pair=0.231, adv=1.790, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:57,  1.36it/s, loss=0.504, pair=0.231, adv=1.790, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:57,  1.36it/s, loss=0.471, pair=0.127, adv=1.880, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:53,  1.43it/s, loss=0.471, pair=0.127, adv=1.880, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:53,  1.43it/s, loss=0.494, pair=0.230, adv=1.735, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.40it/s, loss=0.494, pair=0.230, adv=1.735, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.40it/s, loss=0.494, pair=0.344, adv=1.852, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:51,  1.46it/s, loss=0.494, pair=0.344, adv=1.852, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:51,  1.46it/s, loss=0.508, pair=0.183, adv=1.962, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.41it/s, loss=0.508, pair=0.183, adv=1.962, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:52,  1.41it/s, loss=0.533, pair=0.667, adv=1.812, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:49,  1.47it/s, loss=0.533, pair=0.667, adv=1.812, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:49,  1.47it/s, loss=0.564, pair=0.308, adv=1.936, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:52,  1.36it/s, loss=0.564, pair=0.308, adv=1.936, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:52,  1.36it/s, loss=0.642, pair=0.245, adv=1.910, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:49,  1.44it/s, loss=0.642, pair=0.245, adv=1.910, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:49,  1.44it/s, loss=0.511, pair=0.141, adv=1.949, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.40it/s, loss=0.511, pair=0.141, adv=1.949, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.40it/s, loss=0.562, pair=0.160, adv=1.940, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.47it/s, loss=0.562, pair=0.160, adv=1.940, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.47it/s, loss=0.479, pair=0.182, adv=1.860, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:48,  1.42it/s, loss=0.479, pair=0.182, adv=1.860, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:48,  1.42it/s, loss=0.476, pair=0.177, adv=1.837, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:45,  1.48it/s, loss=0.476, pair=0.177, adv=1.837, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:45,  1.48it/s, loss=0.715, pair=0.453, adv=1.921, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.715, pair=0.453, adv=1.921, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.492, pair=0.429, adv=1.706, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.51it/s, loss=0.492, pair=0.429, adv=1.706, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.494, pair=0.296, adv=1.897, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:45,  1.42it/s, loss=0.494, pair=0.296, adv=1.897, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:45,  1.42it/s, loss=0.478, pair=0.309, adv=1.812, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.478, pair=0.309, adv=1.812, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.555, pair=0.349, adv=2.014, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.44it/s, loss=0.555, pair=0.349, adv=2.014, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.44it/s, loss=0.490, pair=0.347, adv=1.913, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.490, pair=0.347, adv=1.913, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:40,  1.50it/s, loss=0.487, pair=0.137, adv=1.918, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:41,  1.43it/s, loss=0.487, pair=0.137, adv=1.918, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:41,  1.43it/s, loss=0.484, pair=0.261, adv=1.841, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:39,  1.48it/s, loss=0.484, pair=0.261, adv=1.841, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.48it/s, loss=0.505, pair=0.141, adv=1.900, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.43it/s, loss=0.505, pair=0.141, adv=1.900, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.486, pair=0.218, adv=1.890, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.486, pair=0.218, adv=1.890, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.587, pair=0.170, adv=1.903, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:10<00:38,  1.45it/s, loss=0.587, pair=0.170, adv=1.903, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.45it/s, loss=0.470, pair=0.285, adv=1.757, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.51it/s, loss=0.470, pair=0.285, adv=1.757, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.51it/s, loss=0.505, pair=0.305, adv=1.826, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:39,  1.38it/s, loss=0.505, pair=0.305, adv=1.826, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:13<00:39,  1.38it/s, loss=0.505, pair=0.359, adv=1.806, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.47it/s, loss=0.505, pair=0.359, adv=1.806, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.47it/s, loss=0.469, pair=0.170, adv=1.848, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:37,  1.37it/s, loss=0.469, pair=0.170, adv=1.848, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:37,  1.37it/s, loss=0.444, pair=0.144, adv=1.849, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.46it/s, loss=0.444, pair=0.144, adv=1.849, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.46it/s, loss=0.552, pair=0.284, adv=1.942, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.40it/s, loss=0.552, pair=0.284, adv=1.942, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.40it/s, loss=0.474, pair=0.264, adv=1.873, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:33,  1.47it/s, loss=0.474, pair=0.264, adv=1.873, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:33,  1.47it/s, loss=0.487, pair=0.500, adv=1.797, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.42it/s, loss=0.487, pair=0.500, adv=1.797, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.496, pair=0.210, adv=1.873, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.50it/s, loss=0.496, pair=0.210, adv=1.873, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.50it/s, loss=0.527, pair=0.186, adv=1.865, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:31,  1.45it/s, loss=0.527, pair=0.186, adv=1.865, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:31,  1.45it/s, loss=0.482, pair=0.255, adv=1.968, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:29,  1.52it/s, loss=0.482, pair=0.255, adv=1.968, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:29,  1.52it/s, loss=0.502, pair=0.406, adv=1.809, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.502, pair=0.406, adv=1.809, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.454, pair=0.095, adv=1.919, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:28,  1.48it/s, loss=0.454, pair=0.095, adv=1.919, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.48it/s, loss=0.499, pair=0.229, adv=1.904, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:30,  1.39it/s, loss=0.499, pair=0.229, adv=1.904, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:30,  1.39it/s, loss=0.486, pair=0.309, adv=1.822, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:28,  1.46it/s, loss=0.486, pair=0.309, adv=1.822, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:28,  1.46it/s, loss=0.517, pair=0.235, adv=2.008, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.42it/s, loss=0.517, pair=0.235, adv=2.008, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.42it/s, loss=0.466, pair=0.218, adv=1.922, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.50it/s, loss=0.466, pair=0.218, adv=1.922, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.50it/s, loss=0.557, pair=0.203, adv=1.879, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.44it/s, loss=0.557, pair=0.203, adv=1.879, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.44it/s, loss=0.483, pair=0.186, adv=1.938, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.50it/s, loss=0.483, pair=0.186, adv=1.938, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.50it/s, loss=0.483, pair=0.150, adv=1.839, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:24,  1.45it/s, loss=0.483, pair=0.150, adv=1.839, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:24,  1.45it/s, loss=0.481, pair=0.298, adv=1.749, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.52it/s, loss=0.481, pair=0.298, adv=1.749, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.52it/s, loss=0.515, pair=0.479, adv=1.860, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.515, pair=0.479, adv=1.860, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.468, pair=0.281, adv=1.739, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:21,  1.50it/s, loss=0.468, pair=0.281, adv=1.739, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:21,  1.50it/s, loss=0.487, pair=0.236, adv=1.760, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.43it/s, loss=0.487, pair=0.236, adv=1.760, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.43it/s, loss=0.471, pair=0.282, adv=1.780, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.52it/s, loss=0.471, pair=0.282, adv=1.780, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.52it/s, loss=0.508, pair=0.227, adv=1.858, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:20,  1.47it/s, loss=0.508, pair=0.227, adv=1.858, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:20,  1.47it/s, loss=0.488, pair=0.366, adv=1.980, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.51it/s, loss=0.488, pair=0.366, adv=1.980, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.501, pair=0.186, adv=1.842, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.45it/s, loss=0.501, pair=0.186, adv=1.842, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.45it/s, loss=0.496, pair=0.288, adv=1.964, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:17,  1.51it/s, loss=0.496, pair=0.288, adv=1.964, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:17,  1.51it/s, loss=0.471, pair=0.164, adv=1.741, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:17,  1.46it/s, loss=0.471, pair=0.164, adv=1.741, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:17,  1.46it/s, loss=0.512, pair=0.337, adv=1.894, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.51it/s, loss=0.512, pair=0.337, adv=1.894, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.51it/s, loss=0.591, pair=0.194, adv=2.008, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:32<00:16,  1.45it/s, loss=0.591, pair=0.194, adv=2.008, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.45it/s, loss=0.500, pair=0.176, adv=1.955, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.51it/s, loss=0.500, pair=0.176, adv=1.955, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.483, pair=0.236, adv=1.856, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.483, pair=0.236, adv=1.856, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.489, pair=0.272, adv=1.960, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:34<00:14,  1.49it/s, loss=0.489, pair=0.272, adv=1.960, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.49it/s, loss=0.575, pair=0.811, adv=1.934, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.41it/s, loss=0.575, pair=0.811, adv=1.934, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.482, pair=0.166, adv=2.038, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.47it/s, loss=0.482, pair=0.166, adv=2.038, sprd=0.032
Ep 015/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.47it/s, loss=0.554, pair=0.214, adv=2.059, sprd=0.035
Ep 015/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.554, pair=0.214, adv=2.059, sprd=0.035
Ep 015/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.505, pair=0.288, adv=2.006, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.505, pair=0.288, adv=2.006, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.47it/s, loss=0.508, pair=0.142, adv=2.033, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.41it/s, loss=0.508, pair=0.142, adv=2.033, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.41it/s, loss=0.502, pair=0.231, adv=1.735, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.50it/s, loss=0.502, pair=0.231, adv=1.735, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.50it/s, loss=0.498, pair=0.176, adv=2.027, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.43it/s, loss=0.498, pair=0.176, adv=2.027, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.476, pair=0.176, adv=1.831, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.476, pair=0.176, adv=1.831, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.581, pair=0.084, adv=2.044, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.581, pair=0.084, adv=2.044, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.462, pair=0.169, adv=1.934, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.462, pair=0.169, adv=1.934, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.495, pair=0.320, adv=1.890, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.495, pair=0.320, adv=1.890, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:06,  1.46it/s, loss=0.434, pair=0.172, adv=1.747, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:05,  1.54it/s, loss=0.434, pair=0.172, adv=1.747, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:05,  1.54it/s, loss=0.486, pair=0.290, adv=1.874, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:43<00:05,  1.41it/s, loss=0.486, pair=0.290, adv=1.874, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.41it/s, loss=0.479, pair=0.300, adv=1.976, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.479, pair=0.300, adv=1.976, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.611, pair=0.334, adv=1.986, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.611, pair=0.334, adv=1.986, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.526, pair=0.286, adv=2.075, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:45<00:03,  1.48it/s, loss=0.526, pair=0.286, adv=2.075, sprd=0.033
Ep 015/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.492, pair=0.215, adv=1.978, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.42it/s, loss=0.492, pair=0.215, adv=1.978, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.504, pair=0.364, adv=1.978, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.504, pair=0.364, adv=1.978, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.501, pair=0.240, adv=1.939, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:47<00:01,  1.44it/s, loss=0.501, pair=0.240, adv=1.939, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.460, pair=0.200, adv=1.914, sprd=0.028
Ep 015/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.460, pair=0.200, adv=1.914, sprd=0.028
Ep 015/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.52it/s, loss=0.542, pair=0.225, adv=1.938, sprd=0.029
Ep 015/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.45it/s, loss=0.542, pair=0.225, adv=1.938, sprd=0.029
                                                                                                              
Epoch 015/60 [S1→S2:ramp]  loss=0.5119  mat=0.2236  sens=0.8346  pair=0.3425  adv=1.6405(rand=3.37)  deg=0.0210  orth=0.0296  spread=0.0294  q_mean=50.2  q_std=9.3  α=0.18 β=0.12 γ=0.84 λ_grl=0.600  lr=8.78e-05  229s

Ep 016/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 016/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.511, pair=0.246, adv=1.847, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:04,  1.10s/it, loss=0.511, pair=0.246, adv=1.847, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:04,  1.10s/it, loss=0.515, pair=0.335, adv=2.069, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:31,  1.22it/s, loss=0.515, pair=0.335, adv=2.069, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:31,  1.22it/s, loss=0.514, pair=0.321, adv=1.982, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:37,  1.19it/s, loss=0.514, pair=0.321, adv=1.982, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:37,  1.19it/s, loss=0.501, pair=0.321, adv=1.867, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:00,  1.37it/s, loss=0.501, pair=0.321, adv=1.867, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:00,  1.37it/s, loss=0.533, pair=0.193, adv=1.939, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<04:01,  1.36it/s, loss=0.533, pair=0.193, adv=1.939, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:01,  1.36it/s, loss=0.513, pair=0.228, adv=1.858, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:41,  1.47it/s, loss=0.513, pair=0.228, adv=1.858, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:41,  1.47it/s, loss=0.516, pair=0.344, adv=1.776, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:46,  1.44it/s, loss=0.516, pair=0.344, adv=1.776, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:46,  1.44it/s, loss=0.487, pair=0.137, adv=2.100, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:36,  1.50it/s, loss=0.487, pair=0.137, adv=2.100, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:36,  1.50it/s, loss=0.621, pair=0.944, adv=2.013, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:53,  1.39it/s, loss=0.621, pair=0.944, adv=2.013, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:53,  1.39it/s, loss=0.510, pair=0.226, adv=2.019, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:39,  1.47it/s, loss=0.510, pair=0.226, adv=2.019, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:39,  1.47it/s, loss=0.558, pair=0.260, adv=1.964, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:50,  1.40it/s, loss=0.558, pair=0.260, adv=1.964, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:50,  1.40it/s, loss=0.535, pair=0.319, adv=2.094, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:39,  1.46it/s, loss=0.535, pair=0.319, adv=2.094, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:39,  1.46it/s, loss=0.506, pair=0.261, adv=1.913, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:55,  1.36it/s, loss=0.506, pair=0.261, adv=1.913, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:55,  1.36it/s, loss=0.492, pair=0.189, adv=1.862, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:37,  1.47it/s, loss=0.492, pair=0.189, adv=1.862, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:37,  1.47it/s, loss=0.568, pair=0.391, adv=2.151, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:43,  1.43it/s, loss=0.568, pair=0.391, adv=2.151, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:43,  1.43it/s, loss=0.519, pair=0.392, adv=1.893, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:29,  1.51it/s, loss=0.519, pair=0.392, adv=1.893, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:29,  1.51it/s, loss=0.536, pair=0.203, adv=2.091, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.536, pair=0.203, adv=2.091, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.500, pair=0.208, adv=1.959, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:30,  1.50it/s, loss=0.500, pair=0.208, adv=1.959, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:30,  1.50it/s, loss=0.495, pair=0.123, adv=1.900, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:37,  1.45it/s, loss=0.495, pair=0.123, adv=1.900, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:37,  1.45it/s, loss=0.520, pair=0.279, adv=2.042, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.520, pair=0.279, adv=2.042, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.539, pair=0.370, adv=2.046, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:43,  1.39it/s, loss=0.539, pair=0.370, adv=2.046, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:43,  1.39it/s, loss=0.505, pair=0.190, adv=2.173, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:31,  1.47it/s, loss=0.505, pair=0.190, adv=2.173, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:31,  1.47it/s, loss=0.509, pair=0.269, adv=1.852, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.509, pair=0.269, adv=1.852, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.490, pair=0.171, adv=1.912, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:23,  1.52it/s, loss=0.490, pair=0.171, adv=1.912, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:23,  1.52it/s, loss=0.563, pair=0.228, adv=2.082, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:33,  1.44it/s, loss=0.563, pair=0.228, adv=2.082, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:33,  1.44it/s, loss=0.509, pair=0.295, adv=1.952, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:22,  1.51it/s, loss=0.509, pair=0.295, adv=1.952, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:22,  1.51it/s, loss=0.516, pair=0.166, adv=1.790, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:32,  1.44it/s, loss=0.516, pair=0.166, adv=1.790, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.476, pair=0.179, adv=1.905, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:19,  1.53it/s, loss=0.476, pair=0.179, adv=1.905, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:19,  1.53it/s, loss=0.548, pair=0.169, adv=2.218, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:31,  1.43it/s, loss=0.548, pair=0.169, adv=2.218, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:31,  1.43it/s, loss=0.517, pair=0.230, adv=2.075, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   9%| | 30/333 [00:20<03:22,  1.50it/s, loss=0.517, pair=0.230, adv=2.075, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:22,  1.50it/s, loss=0.601, pair=0.218, adv=2.068, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:37,  1.39it/s, loss=0.601, pair=0.218, adv=2.068, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:37,  1.39it/s, loss=0.537, pair=0.208, adv=1.998, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:25,  1.46it/s, loss=0.537, pair=0.208, adv=1.998, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:25,  1.46it/s, loss=0.556, pair=0.114, adv=2.163, sprd=0.036]
Ep 016/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.556, pair=0.114, adv=2.163, sprd=0.036]
Ep 016/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.599, pair=0.155, adv=2.062, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:19,  1.50it/s, loss=0.599, pair=0.155, adv=2.062, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:19,  1.50it/s, loss=0.542, pair=0.195, adv=2.155, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:26,  1.44it/s, loss=0.542, pair=0.195, adv=2.155, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:26,  1.44it/s, loss=0.519, pair=0.222, adv=2.117, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:18,  1.49it/s, loss=0.519, pair=0.222, adv=2.117, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:18,  1.49it/s, loss=0.554, pair=0.195, adv=2.265, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:38,  1.35it/s, loss=0.554, pair=0.195, adv=2.265, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:38,  1.35it/s, loss=0.488, pair=0.214, adv=1.967, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:23,  1.45it/s, loss=0.488, pair=0.214, adv=1.967, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:23,  1.45it/s, loss=0.553, pair=0.244, adv=2.107, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:33,  1.38it/s, loss=0.553, pair=0.244, adv=2.107, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:33,  1.38it/s, loss=0.531, pair=0.200, adv=2.105, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:20,  1.46it/s, loss=0.531, pair=0.200, adv=2.105, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:20,  1.46it/s, loss=0.559, pair=0.437, adv=2.030, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:25,  1.42it/s, loss=0.559, pair=0.437, adv=2.030, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:25,  1.42it/s, loss=0.537, pair=0.351, adv=2.030, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:13,  1.50it/s, loss=0.537, pair=0.351, adv=2.030, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:13,  1.50it/s, loss=0.552, pair=0.163, adv=2.316, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:20,  1.45it/s, loss=0.552, pair=0.163, adv=2.316, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:20,  1.45it/s, loss=0.537, pair=0.337, adv=2.001, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:09,  1.53it/s, loss=0.537, pair=0.337, adv=2.001, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:09,  1.53it/s, loss=0.515, pair=0.154, adv=1.955, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:22,  1.42it/s, loss=0.515, pair=0.154, adv=1.955, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:22,  1.42it/s, loss=0.506, pair=0.261, adv=1.948, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:11,  1.50it/s, loss=0.506, pair=0.261, adv=1.948, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:11,  1.50it/s, loss=0.562, pair=0.441, adv=2.048, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:21,  1.42it/s, loss=0.562, pair=0.441, adv=2.048, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:21,  1.42it/s, loss=0.514, pair=0.280, adv=2.154, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:10,  1.50it/s, loss=0.514, pair=0.280, adv=2.154, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:10,  1.50it/s, loss=0.572, pair=0.309, adv=2.231, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.572, pair=0.309, adv=2.231, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.516, pair=0.159, adv=2.148, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:12,  1.47it/s, loss=0.516, pair=0.159, adv=2.148, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:12,  1.47it/s, loss=0.584, pair=0.500, adv=2.211, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:24,  1.38it/s, loss=0.584, pair=0.500, adv=2.211, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:24,  1.38it/s, loss=0.537, pair=0.262, adv=2.143, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:13,  1.46it/s, loss=0.537, pair=0.262, adv=2.143, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:13,  1.46it/s, loss=0.657, pair=0.277, adv=2.117, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:17,  1.42it/s, loss=0.657, pair=0.277, adv=2.117, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:17,  1.42it/s, loss=0.732, pair=0.525, adv=2.120, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:06,  1.50it/s, loss=0.732, pair=0.525, adv=2.120, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:06,  1.50it/s, loss=0.522, pair=0.348, adv=1.875, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:17,  1.41it/s, loss=0.522, pair=0.348, adv=1.875, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:17,  1.41it/s, loss=0.550, pair=0.375, adv=2.140, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:07,  1.48it/s, loss=0.550, pair=0.375, adv=2.140, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:07,  1.48it/s, loss=0.534, pair=0.183, adv=2.185, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:16,  1.40it/s, loss=0.534, pair=0.183, adv=2.185, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:16,  1.40it/s, loss=0.507, pair=0.257, adv=2.206, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:04,  1.49it/s, loss=0.507, pair=0.257, adv=2.206, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:41<03:04,  1.49it/s, loss=0.553, pair=0.182, adv=2.171, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:13,  1.42it/s, loss=0.553, pair=0.182, adv=2.171, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:13,  1.42it/s, loss=0.514, pair=0.188, adv=2.196, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:03,  1.48it/s, loss=0.514, pair=0.188, adv=2.196, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:03,  1.48it/s, loss=0.569, pair=0.252, adv=2.250, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:12,  1.41it/s, loss=0.569, pair=0.252, adv=2.250, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:43<03:12,  1.41it/s, loss=1.063, pair=0.399, adv=2.232, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.50it/s, loss=1.063, pair=0.399, adv=2.232, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.50it/s, loss=0.551, pair=0.370, adv=2.102, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:09,  1.42it/s, loss=0.551, pair=0.370, adv=2.102, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:09,  1.42it/s, loss=0.516, pair=0.312, adv=2.139, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:58,  1.51it/s, loss=0.516, pair=0.312, adv=2.139, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<02:58,  1.51it/s, loss=0.590, pair=0.523, adv=2.099, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.590, pair=0.523, adv=2.099, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.538, pair=0.319, adv=2.228, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<02:57,  1.50it/s, loss=0.538, pair=0.319, adv=2.228, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<02:57,  1.50it/s, loss=0.631, pair=0.253, adv=2.254, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.631, pair=0.253, adv=2.254, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:04,  1.44it/s, loss=0.480, pair=0.195, adv=2.077, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:54,  1.52it/s, loss=0.480, pair=0.195, adv=2.077, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:54,  1.52it/s, loss=0.556, pair=0.234, adv=2.216, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:01,  1.45it/s, loss=0.556, pair=0.234, adv=2.216, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:01,  1.45it/s, loss=0.569, pair=0.414, adv=2.220, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:51,  1.54it/s, loss=0.569, pair=0.414, adv=2.220, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:51,  1.54it/s, loss=0.571, pair=0.224, adv=2.390, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.571, pair=0.224, adv=2.390, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.529, pair=0.262, adv=2.292, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:53,  1.50it/s, loss=0.529, pair=0.262, adv=2.292, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:53,  1.50it/s, loss=0.543, pair=0.256, adv=2.144, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<02:59,  1.45it/s, loss=0.543, pair=0.256, adv=2.144, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<02:59,  1.45it/s, loss=0.490, pair=0.131, adv=2.248, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:51,  1.51it/s, loss=0.490, pair=0.131, adv=2.248, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:51,  1.51it/s, loss=0.535, pair=0.255, adv=2.099, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<02:57,  1.45it/s, loss=0.535, pair=0.255, adv=2.099, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:57,  1.45it/s, loss=0.546, pair=0.336, adv=2.266, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:50,  1.51it/s, loss=0.546, pair=0.336, adv=2.266, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:50,  1.51it/s, loss=0.554, pair=0.180, adv=2.475, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:59,  1.43it/s, loss=0.554, pair=0.180, adv=2.475, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:59,  1.43it/s, loss=0.503, pair=0.145, adv=2.117, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:47,  1.52it/s, loss=0.503, pair=0.145, adv=2.117, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:47,  1.52it/s, loss=0.519, pair=0.073, adv=2.358, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<03:01,  1.40it/s, loss=0.519, pair=0.073, adv=2.358, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<03:01,  1.40it/s, loss=0.483, pair=0.082, adv=2.171, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:51,  1.48it/s, loss=0.483, pair=0.082, adv=2.171, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:51,  1.48it/s, loss=0.631, pair=0.144, adv=2.551, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:58,  1.41it/s, loss=0.631, pair=0.144, adv=2.551, sprd=0.034]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:58,  1.41it/s, loss=0.503, pair=0.117, adv=2.246, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:48,  1.49it/s, loss=0.503, pair=0.117, adv=2.246, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.534, pair=0.167, adv=2.291, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<03:01,  1.38it/s, loss=0.534, pair=0.167, adv=2.291, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<03:01,  1.38it/s, loss=0.546, pair=0.257, adv=2.252, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:50,  1.46it/s, loss=0.546, pair=0.257, adv=2.252, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:50,  1.46it/s, loss=0.518, pair=0.157, adv=2.180, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:55,  1.41it/s, loss=0.518, pair=0.157, adv=2.180, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:55,  1.41it/s, loss=0.613, pair=0.634, adv=2.496, sprd=0.033]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:49,  1.46it/s, loss=0.613, pair=0.634, adv=2.496, sprd=0.033]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:49,  1.46it/s, loss=0.516, pair=0.086, adv=2.192, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:53,  1.42it/s, loss=0.516, pair=0.086, adv=2.192, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:53,  1.42it/s, loss=0.519, pair=0.125, adv=2.277, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:46,  1.47it/s, loss=0.519, pair=0.125, adv=2.277, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:46,  1.47it/s, loss=0.545, pair=0.210, adv=2.245, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:50,  1.43it/s, loss=0.545, pair=0.210, adv=2.245, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:50,  1.43it/s, loss=0.513, pair=0.111, adv=2.310, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:42,  1.50it/s, loss=0.513, pair=0.111, adv=2.310, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:42,  1.50it/s, loss=0.532, pair=0.136, adv=2.368, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:48,  1.43it/s, loss=0.532, pair=0.136, adv=2.368, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:48,  1.43it/s, loss=0.525, pair=0.106, adv=2.406, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.525, pair=0.106, adv=2.406, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.540, pair=0.156, adv=2.345, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.540, pair=0.156, adv=2.345, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.501, pair=0.114, adv=2.167, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:38,  1.51it/s, loss=0.501, pair=0.114, adv=2.167, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:38,  1.51it/s, loss=0.551, pair=0.088, adv=2.326, sprd=0.033]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:44,  1.44it/s, loss=0.551, pair=0.088, adv=2.326, sprd=0.033]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:44,  1.44it/s, loss=0.503, pair=0.127, adv=2.132, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:36,  1.52it/s, loss=0.503, pair=0.127, adv=2.132, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:36,  1.52it/s, loss=0.559, pair=0.163, adv=2.350, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:44,  1.43it/s, loss=0.559, pair=0.163, adv=2.350, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:44,  1.43it/s, loss=0.545, pair=0.309, adv=2.360, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:36,  1.50it/s, loss=0.545, pair=0.309, adv=2.360, sprd=0.032]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.572, pair=0.260, adv=2.607, sprd=0.035]
Ep 016/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.572, pair=0.260, adv=2.607, sprd=0.035]
Ep 016/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:43,  1.43it/s, loss=0.495, pair=0.118, adv=2.265, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.495, pair=0.118, adv=2.265, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.534, pair=0.194, adv=2.430, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:41,  1.44it/s, loss=0.534, pair=0.194, adv=2.430, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:41,  1.44it/s, loss=0.531, pair=0.167, adv=2.320, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:34,  1.49it/s, loss=0.531, pair=0.167, adv=2.320, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:34,  1.49it/s, loss=0.550, pair=0.239, adv=2.390, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:38,  1.45it/s, loss=0.550, pair=0.239, adv=2.390, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:38,  1.45it/s, loss=0.510, pair=0.144, adv=2.245, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:32,  1.50it/s, loss=0.510, pair=0.144, adv=2.245, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:32,  1.50it/s, loss=0.600, pair=0.217, adv=2.593, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:41,  1.41it/s, loss=0.600, pair=0.217, adv=2.593, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:41,  1.41it/s, loss=0.515, pair=0.139, adv=2.320, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:35,  1.46it/s, loss=0.515, pair=0.139, adv=2.320, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:35,  1.46it/s, loss=0.577, pair=0.140, adv=2.404, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:41,  1.40it/s, loss=0.577, pair=0.140, adv=2.404, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:41,  1.40it/s, loss=0.517, pair=0.120, adv=2.311, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:33,  1.46it/s, loss=0.517, pair=0.120, adv=2.311, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:33,  1.46it/s, loss=0.559, pair=0.274, adv=2.192, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:36,  1.43it/s, loss=0.559, pair=0.274, adv=2.192, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:36,  1.43it/s, loss=0.535, pair=0.294, adv=2.322, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:29,  1.49it/s, loss=0.535, pair=0.294, adv=2.322, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:29,  1.49it/s, loss=0.561, pair=0.203, adv=2.416, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:36,  1.42it/s, loss=0.561, pair=0.203, adv=2.416, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:36,  1.42it/s, loss=0.556, pair=0.182, adv=2.461, sprd=0.036
Ep 016/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.556, pair=0.182, adv=2.461, sprd=0.036
Ep 016/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:31,  1.46it/s, loss=0.560, pair=0.174, adv=2.289, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.560, pair=0.174, adv=2.289, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.549, pair=0.193, adv=2.300, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:28,  1.47it/s, loss=0.549, pair=0.193, adv=2.300, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:28,  1.47it/s, loss=0.541, pair=0.162, adv=2.327, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.541, pair=0.162, adv=2.327, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.528, pair=0.144, adv=2.275, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.528, pair=0.144, adv=2.275, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.673, pair=0.278, adv=2.330, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:28,  1.46it/s, loss=0.673, pair=0.278, adv=2.330, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:28,  1.46it/s, loss=0.520, pair=0.192, adv=2.385, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.520, pair=0.192, adv=2.385, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:22,  1.51it/s, loss=0.550, pair=0.148, adv=2.474, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.550, pair=0.148, adv=2.474, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.498, pair=0.093, adv=2.367, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:22,  1.49it/s, loss=0.498, pair=0.093, adv=2.367, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:22,  1.49it/s, loss=0.566, pair=0.109, adv=2.664, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:31,  1.40it/s, loss=0.566, pair=0.109, adv=2.664, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:31,  1.40it/s, loss=0.515, pair=0.186, adv=2.364, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.515, pair=0.186, adv=2.364, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.633, pair=0.289, adv=2.338, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:24<02:25,  1.44it/s, loss=0.633, pair=0.289, adv=2.338, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:25,  1.44it/s, loss=0.545, pair=0.171, adv=2.565, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:19,  1.49it/s, loss=0.545, pair=0.171, adv=2.565, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:19,  1.49it/s, loss=0.537, pair=0.255, adv=2.317, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:29,  1.39it/s, loss=0.537, pair=0.255, adv=2.317, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:29,  1.39it/s, loss=0.544, pair=0.149, adv=2.381, sprd=0.035
Ep 016/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:23,  1.44it/s, loss=0.544, pair=0.149, adv=2.381, sprd=0.035
Ep 016/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:23,  1.44it/s, loss=0.550, pair=0.139, adv=2.371, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:27,  1.40it/s, loss=0.550, pair=0.139, adv=2.371, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:27,  1.40it/s, loss=0.500, pair=0.130, adv=2.331, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.500, pair=0.130, adv=2.331, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.552, pair=0.177, adv=2.433, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:23,  1.42it/s, loss=0.552, pair=0.177, adv=2.433, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:23,  1.42it/s, loss=0.527, pair=0.117, adv=2.550, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:18,  1.47it/s, loss=0.527, pair=0.117, adv=2.550, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.542, pair=0.253, adv=2.504, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:27,  1.37it/s, loss=0.542, pair=0.253, adv=2.504, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:27,  1.37it/s, loss=0.528, pair=0.145, adv=2.417, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:17,  1.46it/s, loss=0.528, pair=0.145, adv=2.417, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:17,  1.46it/s, loss=0.507, pair=0.144, adv=2.223, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:21,  1.42it/s, loss=0.507, pair=0.144, adv=2.223, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:21,  1.42it/s, loss=0.500, pair=0.137, adv=2.259, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:11,  1.51it/s, loss=0.500, pair=0.137, adv=2.259, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:11,  1.51it/s, loss=0.570, pair=0.263, adv=2.320, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.570, pair=0.263, adv=2.320, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.503, pair=0.183, adv=2.293, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:11,  1.50it/s, loss=0.503, pair=0.183, adv=2.293, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:11,  1.50it/s, loss=0.647, pair=0.195, adv=2.505, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:16,  1.44it/s, loss=0.647, pair=0.195, adv=2.505, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:16,  1.44it/s, loss=0.553, pair=0.168, adv=2.510, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.49it/s, loss=0.553, pair=0.168, adv=2.510, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:11,  1.49it/s, loss=0.561, pair=0.180, adv=2.604, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.561, pair=0.180, adv=2.604, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.527, pair=0.231, adv=2.367, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:10,  1.48it/s, loss=0.527, pair=0.231, adv=2.367, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.559, pair=0.244, adv=2.453, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:19,  1.37it/s, loss=0.559, pair=0.244, adv=2.453, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:19,  1.37it/s, loss=0.497, pair=0.172, adv=2.382, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:10,  1.46it/s, loss=0.497, pair=0.172, adv=2.382, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:10,  1.46it/s, loss=0.578, pair=0.214, adv=2.351, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:14,  1.41it/s, loss=0.578, pair=0.214, adv=2.351, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:14,  1.41it/s, loss=0.527, pair=0.141, adv=2.629, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:09,  1.46it/s, loss=0.527, pair=0.141, adv=2.629, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:09,  1.46it/s, loss=0.583, pair=0.188, adv=2.617, sprd=0.036
Ep 016/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:12,  1.42it/s, loss=0.583, pair=0.188, adv=2.617, sprd=0.036
Ep 016/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:12,  1.42it/s, loss=0.504, pair=0.123, adv=2.379, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:05,  1.49it/s, loss=0.504, pair=0.123, adv=2.379, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:05,  1.49it/s, loss=0.636, pair=0.136, adv=2.391, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:10,  1.43it/s, loss=0.636, pair=0.136, adv=2.391, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:10,  1.43it/s, loss=0.529, pair=0.223, adv=2.460, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:02,  1.51it/s, loss=0.529, pair=0.223, adv=2.460, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:43<02:02,  1.51it/s, loss=0.538, pair=0.153, adv=2.365, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.538, pair=0.153, adv=2.365, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.533, pair=0.316, adv=2.374, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:04,  1.48it/s, loss=0.533, pair=0.316, adv=2.374, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:04,  1.48it/s, loss=0.563, pair=0.206, adv=2.501, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:07,  1.42it/s, loss=0.563, pair=0.206, adv=2.501, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:07,  1.42it/s, loss=0.549, pair=0.278, adv=2.465, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:44<02:01,  1.50it/s, loss=0.549, pair=0.278, adv=2.465, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:01,  1.50it/s, loss=0.505, pair=0.126, adv=2.333, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:07,  1.41it/s, loss=0.505, pair=0.126, adv=2.333, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.611, pair=0.355, adv=2.533, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.611, pair=0.355, adv=2.533, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<02:00,  1.48it/s, loss=0.530, pair=0.162, adv=2.366, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:02,  1.45it/s, loss=0.530, pair=0.162, adv=2.366, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:02,  1.45it/s, loss=0.529, pair=0.088, adv=2.506, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:58,  1.50it/s, loss=0.529, pair=0.088, adv=2.506, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<01:58,  1.50it/s, loss=0.539, pair=0.119, adv=2.367, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:03,  1.43it/s, loss=0.539, pair=0.119, adv=2.367, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:03,  1.43it/s, loss=0.571, pair=0.130, adv=2.570, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:59,  1.46it/s, loss=0.571, pair=0.130, adv=2.570, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:59,  1.46it/s, loss=0.508, pair=0.122, adv=2.206, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:08,  1.36it/s, loss=0.508, pair=0.122, adv=2.206, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:08,  1.36it/s, loss=0.526, pair=0.156, adv=2.336, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:58,  1.46it/s, loss=0.526, pair=0.156, adv=2.336, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:58,  1.46it/s, loss=0.541, pair=0.145, adv=2.506, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:06,  1.36it/s, loss=0.541, pair=0.145, adv=2.506, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:06,  1.36it/s, loss=0.505, pair=0.084, adv=2.442, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:58,  1.44it/s, loss=0.505, pair=0.084, adv=2.442, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:58,  1.44it/s, loss=0.528, pair=0.113, adv=2.303, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<02:02,  1.39it/s, loss=0.528, pair=0.113, adv=2.303, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<02:02,  1.39it/s, loss=0.513, pair=0.107, adv=2.440, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.513, pair=0.107, adv=2.440, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:55,  1.46it/s, loss=0.551, pair=0.120, adv=2.553, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<02:00,  1.40it/s, loss=0.551, pair=0.120, adv=2.553, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<02:00,  1.40it/s, loss=0.538, pair=0.152, adv=2.660, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:54,  1.45it/s, loss=0.538, pair=0.152, adv=2.660, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:54,  1.45it/s, loss=0.611, pair=0.216, adv=2.479, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.42it/s, loss=0.611, pair=0.216, adv=2.479, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:56<01:57,  1.42it/s, loss=0.533, pair=0.136, adv=2.515, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:52,  1.47it/s, loss=0.533, pair=0.136, adv=2.515, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:52,  1.47it/s, loss=0.516, pair=0.124, adv=2.315, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:55,  1.41it/s, loss=0.516, pair=0.124, adv=2.315, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:55,  1.41it/s, loss=0.526, pair=0.115, adv=2.470, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.526, pair=0.115, adv=2.470, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.513, pair=0.075, adv=2.384, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:57,  1.38it/s, loss=0.513, pair=0.075, adv=2.384, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:57,  1.38it/s, loss=0.509, pair=0.106, adv=2.485, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:50,  1.46it/s, loss=0.509, pair=0.106, adv=2.485, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:50,  1.46it/s, loss=0.510, pair=0.110, adv=2.450, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:54,  1.40it/s, loss=0.510, pair=0.110, adv=2.450, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:54,  1.40it/s, loss=0.500, pair=0.148, adv=2.317, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.500, pair=0.148, adv=2.317, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:01<01:46,  1.49it/s, loss=0.528, pair=0.271, adv=2.363, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:50,  1.42it/s, loss=0.528, pair=0.271, adv=2.363, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:50,  1.42it/s, loss=0.534, pair=0.200, adv=2.559, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:46,  1.48it/s, loss=0.534, pair=0.200, adv=2.559, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:46,  1.48it/s, loss=0.648, pair=0.899, adv=2.251, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:47,  1.46it/s, loss=0.648, pair=0.899, adv=2.251, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:03<01:47,  1.46it/s, loss=0.531, pair=0.204, adv=2.384, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.531, pair=0.204, adv=2.384, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.540, pair=0.171, adv=2.438, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:45,  1.46it/s, loss=0.540, pair=0.171, adv=2.438, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:45,  1.46it/s, loss=0.534, pair=0.129, adv=2.574, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:41,  1.51it/s, loss=0.534, pair=0.129, adv=2.574, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:05<01:41,  1.51it/s, loss=0.639, pair=0.169, adv=2.578, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:45,  1.44it/s, loss=0.639, pair=0.169, adv=2.578, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:45,  1.44it/s, loss=0.505, pair=0.146, adv=2.431, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.505, pair=0.146, adv=2.431, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.536, pair=0.214, adv=2.526, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.44it/s, loss=0.536, pair=0.214, adv=2.526, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:07<01:44,  1.44it/s, loss=0.541, pair=0.116, adv=2.630, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.49it/s, loss=0.541, pair=0.116, adv=2.630, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.49it/s, loss=0.514, pair=0.137, adv=2.290, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:42,  1.44it/s, loss=0.514, pair=0.137, adv=2.290, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:42,  1.44it/s, loss=0.500, pair=0.106, adv=2.523, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:38,  1.50it/s, loss=0.500, pair=0.106, adv=2.523, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:38,  1.50it/s, loss=0.571, pair=0.184, adv=2.665, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:47,  1.36it/s, loss=0.571, pair=0.184, adv=2.665, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:47,  1.36it/s, loss=0.521, pair=0.077, adv=2.604, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:40,  1.44it/s, loss=0.521, pair=0.077, adv=2.604, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:40,  1.44it/s, loss=0.539, pair=0.144, adv=2.586, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:44,  1.38it/s, loss=0.539, pair=0.144, adv=2.586, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:44,  1.38it/s, loss=0.544, pair=0.094, adv=2.720, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:39,  1.44it/s, loss=0.544, pair=0.094, adv=2.720, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:12<01:39,  1.44it/s, loss=0.545, pair=0.091, adv=2.500, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.545, pair=0.091, adv=2.500, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.529, pair=0.105, adv=2.645, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:36,  1.46it/s, loss=0.529, pair=0.105, adv=2.645, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:36,  1.46it/s, loss=0.557, pair=0.201, adv=2.695, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.41it/s, loss=0.557, pair=0.201, adv=2.695, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:14<01:38,  1.41it/s, loss=0.538, pair=0.141, adv=2.668, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.538, pair=0.141, adv=2.668, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.546, pair=0.204, adv=2.479, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:38,  1.40it/s, loss=0.546, pair=0.204, adv=2.479, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.527, pair=0.095, adv=2.583, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:32,  1.48it/s, loss=0.527, pair=0.095, adv=2.583, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:16<01:32,  1.48it/s, loss=0.555, pair=0.280, adv=2.575, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.555, pair=0.280, adv=2.575, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.553, pair=0.113, adv=2.794, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:33,  1.45it/s, loss=0.553, pair=0.113, adv=2.794, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:33,  1.45it/s, loss=0.572, pair=0.121, adv=2.630, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.572, pair=0.121, adv=2.630, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=0.530, pair=0.198, adv=2.595, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:29,  1.49it/s, loss=0.530, pair=0.198, adv=2.595, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:19<01:29,  1.49it/s, loss=0.576, pair=0.176, adv=2.752, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:33,  1.42it/s, loss=0.576, pair=0.176, adv=2.752, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:33,  1.42it/s, loss=0.531, pair=0.121, adv=2.639, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:28,  1.48it/s, loss=0.531, pair=0.121, adv=2.639, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:28,  1.48it/s, loss=0.533, pair=0.111, adv=2.567, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.533, pair=0.111, adv=2.567, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:21<01:30,  1.43it/s, loss=0.529, pair=0.209, adv=2.596, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:26,  1.49it/s, loss=0.529, pair=0.209, adv=2.596, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:26,  1.49it/s, loss=0.637, pair=0.253, adv=2.800, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:29,  1.43it/s, loss=0.637, pair=0.253, adv=2.800, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:29,  1.43it/s, loss=0.526, pair=0.208, adv=2.430, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:25,  1.48it/s, loss=0.526, pair=0.208, adv=2.430, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:23<01:25,  1.48it/s, loss=0.543, pair=0.157, adv=2.547, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.543, pair=0.157, adv=2.547, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.514, pair=0.192, adv=2.336, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.50it/s, loss=0.514, pair=0.192, adv=2.336, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:23,  1.50it/s, loss=0.536, pair=0.158, adv=2.518, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:30,  1.38it/s, loss=0.536, pair=0.158, adv=2.518, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:25<01:30,  1.38it/s, loss=0.589, pair=0.141, adv=2.626, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:24,  1.46it/s, loss=0.589, pair=0.141, adv=2.626, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:24,  1.46it/s, loss=0.563, pair=0.082, adv=2.625, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:25,  1.43it/s, loss=0.563, pair=0.082, adv=2.625, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:25,  1.43it/s, loss=0.546, pair=0.178, adv=2.583, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:20,  1.51it/s, loss=0.546, pair=0.178, adv=2.583, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:27<01:20,  1.51it/s, loss=0.552, pair=0.159, adv=2.624, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:23,  1.43it/s, loss=0.552, pair=0.159, adv=2.624, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:23,  1.43it/s, loss=0.532, pair=0.244, adv=2.575, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.532, pair=0.244, adv=2.575, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.739, pair=0.245, adv=2.532, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.739, pair=0.245, adv=2.532, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.521, pair=0.181, adv=2.512, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:18,  1.50it/s, loss=0.521, pair=0.181, adv=2.512, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:30<01:18,  1.50it/s, loss=0.556, pair=0.143, adv=2.549, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:20,  1.44it/s, loss=0.556, pair=0.143, adv=2.549, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:20,  1.44it/s, loss=0.561, pair=0.245, adv=2.842, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:16,  1.50it/s, loss=0.561, pair=0.245, adv=2.842, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:16,  1.50it/s, loss=0.547, pair=0.189, adv=2.476, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.547, pair=0.189, adv=2.476, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:32<01:20,  1.41it/s, loss=0.533, pair=0.193, adv=2.533, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.533, pair=0.193, adv=2.533, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.561, pair=0.154, adv=2.690, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:19,  1.41it/s, loss=0.561, pair=0.154, adv=2.690, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:19,  1.41it/s, loss=0.513, pair=0.150, adv=2.463, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.513, pair=0.150, adv=2.463, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:34<01:14,  1.49it/s, loss=0.540, pair=0.243, adv=2.491, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:16,  1.43it/s, loss=0.540, pair=0.243, adv=2.491, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:16,  1.43it/s, loss=0.574, pair=0.284, adv=2.706, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:13,  1.48it/s, loss=0.574, pair=0.284, adv=2.706, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:13,  1.48it/s, loss=0.554, pair=0.252, adv=2.604, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:14,  1.45it/s, loss=0.554, pair=0.252, adv=2.604, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:36<01:14,  1.45it/s, loss=0.520, pair=0.314, adv=2.428, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:11,  1.51it/s, loss=0.520, pair=0.314, adv=2.428, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:11,  1.51it/s, loss=0.647, pair=0.074, adv=2.612, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:13,  1.44it/s, loss=0.647, pair=0.074, adv=2.612, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:13,  1.44it/s, loss=0.532, pair=0.155, adv=2.570, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:09,  1.50it/s, loss=0.532, pair=0.155, adv=2.570, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:09,  1.50it/s, loss=0.649, pair=0.137, adv=2.735, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.649, pair=0.137, adv=2.735, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.605, pair=0.159, adv=2.849, sprd=0.035
Ep 016/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.605, pair=0.159, adv=2.849, sprd=0.035
Ep 016/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.548, pair=0.390, adv=2.441, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:10,  1.44it/s, loss=0.548, pair=0.390, adv=2.441, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:10,  1.44it/s, loss=0.536, pair=0.201, adv=2.645, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.51it/s, loss=0.536, pair=0.201, adv=2.645, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.51it/s, loss=0.548, pair=0.314, adv=2.419, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:08,  1.47it/s, loss=0.548, pair=0.314, adv=2.419, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:08,  1.47it/s, loss=0.521, pair=0.251, adv=2.521, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:04,  1.52it/s, loss=0.521, pair=0.251, adv=2.521, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:04,  1.52it/s, loss=0.547, pair=0.271, adv=2.564, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:07,  1.45it/s, loss=0.547, pair=0.271, adv=2.564, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:07,  1.45it/s, loss=0.508, pair=0.119, adv=2.634, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:03,  1.53it/s, loss=0.508, pair=0.119, adv=2.634, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:03,  1.53it/s, loss=0.498, pair=0.097, adv=2.415, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:08,  1.41it/s, loss=0.498, pair=0.097, adv=2.415, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:44<01:08,  1.41it/s, loss=0.530, pair=0.109, adv=2.804, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.530, pair=0.109, adv=2.804, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.610, pair=0.102, adv=2.473, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.610, pair=0.102, adv=2.473, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.528, pair=0.126, adv=2.696, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:02,  1.50it/s, loss=0.528, pair=0.126, adv=2.696, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.50it/s, loss=0.580, pair=0.212, adv=2.817, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:04,  1.43it/s, loss=0.580, pair=0.212, adv=2.817, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:47<01:04,  1.43it/s, loss=0.547, pair=0.309, adv=2.739, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:01,  1.48it/s, loss=0.547, pair=0.309, adv=2.739, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:01,  1.48it/s, loss=0.573, pair=0.237, adv=2.791, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:04,  1.39it/s, loss=0.573, pair=0.237, adv=2.791, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:48<01:04,  1.39it/s, loss=0.568, pair=0.307, adv=2.652, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<01:00,  1.47it/s, loss=0.568, pair=0.307, adv=2.652, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:49<01:00,  1.47it/s, loss=0.554, pair=0.181, adv=2.670, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:03,  1.40it/s, loss=0.554, pair=0.181, adv=2.670, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:03,  1.40it/s, loss=0.509, pair=0.124, adv=2.610, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:59,  1.46it/s, loss=0.509, pair=0.124, adv=2.610, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:59,  1.46it/s, loss=0.574, pair=0.138, adv=2.772, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:01,  1.41it/s, loss=0.574, pair=0.138, adv=2.772, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:51<01:01,  1.41it/s, loss=0.623, pair=0.319, adv=2.729, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:57,  1.48it/s, loss=0.623, pair=0.319, adv=2.729, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:57,  1.48it/s, loss=0.634, pair=0.698, adv=2.541, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:57,  1.46it/s, loss=0.634, pair=0.698, adv=2.541, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<00:57,  1.46it/s, loss=0.528, pair=0.179, adv=2.620, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:54,  1.53it/s, loss=0.528, pair=0.179, adv=2.620, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:54,  1.53it/s, loss=0.557, pair=0.211, adv=2.801, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:56,  1.44it/s, loss=0.557, pair=0.211, adv=2.801, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:56,  1.44it/s, loss=0.525, pair=0.168, adv=2.689, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:53,  1.50it/s, loss=0.525, pair=0.168, adv=2.689, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:53,  1.50it/s, loss=0.545, pair=0.109, adv=2.548, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:54,  1.46it/s, loss=0.545, pair=0.109, adv=2.548, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:55<00:54,  1.46it/s, loss=0.551, pair=0.188, adv=2.580, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:51,  1.53it/s, loss=0.551, pair=0.188, adv=2.580, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:56<00:51,  1.53it/s, loss=0.547, pair=0.124, adv=2.803, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:54,  1.42it/s, loss=0.547, pair=0.124, adv=2.803, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:54,  1.42it/s, loss=0.575, pair=0.274, adv=2.836, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:52,  1.48it/s, loss=0.575, pair=0.274, adv=2.836, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:52,  1.48it/s, loss=0.595, pair=0.298, adv=2.884, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:53,  1.42it/s, loss=0.595, pair=0.298, adv=2.884, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:58<00:53,  1.42it/s, loss=0.584, pair=0.461, adv=2.769, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.584, pair=0.461, adv=2.769, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.587, pair=0.561, adv=2.547, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:51,  1.44it/s, loss=0.587, pair=0.561, adv=2.547, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:51,  1.44it/s, loss=0.579, pair=0.271, adv=2.980, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.49it/s, loss=0.579, pair=0.271, adv=2.980, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:48,  1.49it/s, loss=0.543, pair=0.193, adv=2.794, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.44it/s, loss=0.543, pair=0.193, adv=2.794, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.44it/s, loss=0.534, pair=0.131, adv=2.769, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:46,  1.53it/s, loss=0.534, pair=0.131, adv=2.769, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:46,  1.53it/s, loss=0.539, pair=0.163, adv=2.566, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:48,  1.46it/s, loss=0.539, pair=0.163, adv=2.566, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:02<00:48,  1.46it/s, loss=0.577, pair=0.320, adv=2.940, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.577, pair=0.320, adv=2.940, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.623, pair=0.328, adv=2.613, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:48,  1.40it/s, loss=0.623, pair=0.328, adv=2.613, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:48,  1.40it/s, loss=0.569, pair=0.381, adv=2.627, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:45,  1.49it/s, loss=0.569, pair=0.381, adv=2.627, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:45,  1.49it/s, loss=0.563, pair=0.189, adv=2.687, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.42it/s, loss=0.563, pair=0.189, adv=2.687, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.42it/s, loss=0.547, pair=0.205, adv=2.868, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.49it/s, loss=0.547, pair=0.205, adv=2.868, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.528, pair=0.200, adv=2.699, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:45,  1.42it/s, loss=0.528, pair=0.200, adv=2.699, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:45,  1.42it/s, loss=0.526, pair=0.149, adv=2.850, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.526, pair=0.149, adv=2.850, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:07<00:42,  1.49it/s, loss=0.540, pair=0.172, adv=2.713, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.39it/s, loss=0.540, pair=0.172, adv=2.713, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.39it/s, loss=0.524, pair=0.195, adv=2.695, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.524, pair=0.195, adv=2.695, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:41,  1.48it/s, loss=0.581, pair=0.236, adv=3.039, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.42it/s, loss=0.581, pair=0.236, adv=3.039, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:09<00:42,  1.42it/s, loss=0.550, pair=0.190, adv=2.898, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.49it/s, loss=0.550, pair=0.190, adv=2.898, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.49it/s, loss=0.591, pair=0.270, adv=2.734, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:39,  1.47it/s, loss=0.591, pair=0.270, adv=2.734, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:39,  1.47it/s, loss=0.540, pair=0.168, adv=2.844, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:36,  1.54it/s, loss=0.540, pair=0.168, adv=2.844, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:11<00:36,  1.54it/s, loss=0.577, pair=0.235, adv=2.991, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.43it/s, loss=0.577, pair=0.235, adv=2.991, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.43it/s, loss=0.564, pair=0.171, adv=2.991, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.49it/s, loss=0.564, pair=0.171, adv=2.991, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.49it/s, loss=0.544, pair=0.172, adv=2.784, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.43it/s, loss=0.544, pair=0.172, adv=2.784, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:13<00:37,  1.43it/s, loss=0.546, pair=0.198, adv=2.937, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.546, pair=0.198, adv=2.937, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.569, pair=0.160, adv=2.811, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.44it/s, loss=0.569, pair=0.160, adv=2.811, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:36,  1.44it/s, loss=0.501, pair=0.110, adv=2.590, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:33,  1.54it/s, loss=0.501, pair=0.110, adv=2.590, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:33,  1.54it/s, loss=0.562, pair=0.170, adv=2.867, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.43it/s, loss=0.562, pair=0.170, adv=2.867, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.43it/s, loss=0.587, pair=0.195, adv=2.897, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.49it/s, loss=0.587, pair=0.195, adv=2.897, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.49it/s, loss=0.558, pair=0.202, adv=2.954, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:34,  1.41it/s, loss=0.558, pair=0.202, adv=2.954, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:34,  1.41it/s, loss=0.535, pair=0.181, adv=2.797, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.50it/s, loss=0.535, pair=0.181, adv=2.797, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.50it/s, loss=0.551, pair=0.167, adv=2.745, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:32,  1.40it/s, loss=0.551, pair=0.167, adv=2.745, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:32,  1.40it/s, loss=0.556, pair=0.104, adv=2.917, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:30,  1.47it/s, loss=0.556, pair=0.104, adv=2.917, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.47it/s, loss=0.597, pair=0.168, adv=2.929, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:32,  1.36it/s, loss=0.597, pair=0.168, adv=2.929, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:20<00:32,  1.36it/s, loss=0.556, pair=0.269, adv=2.935, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.44it/s, loss=0.556, pair=0.269, adv=2.935, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.44it/s, loss=0.570, pair=0.164, adv=3.045, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:31,  1.35it/s, loss=0.570, pair=0.164, adv=3.045, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:31,  1.35it/s, loss=0.588, pair=0.385, adv=2.968, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:28,  1.44it/s, loss=0.588, pair=0.385, adv=2.968, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:28,  1.44it/s, loss=0.577, pair=0.276, adv=2.951, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:29,  1.34it/s, loss=0.577, pair=0.276, adv=2.951, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:29,  1.34it/s, loss=0.551, pair=0.287, adv=2.857, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:27,  1.42it/s, loss=0.551, pair=0.287, adv=2.857, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:27,  1.42it/s, loss=0.584, pair=0.260, adv=2.833, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.41it/s, loss=0.584, pair=0.260, adv=2.833, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:24<00:27,  1.41it/s, loss=0.555, pair=0.221, adv=3.044, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.48it/s, loss=0.555, pair=0.221, adv=3.044, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:25<00:25,  1.48it/s, loss=0.574, pair=0.196, adv=2.916, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.574, pair=0.196, adv=2.916, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.545, pair=0.178, adv=2.963, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.48it/s, loss=0.545, pair=0.178, adv=2.963, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.48it/s, loss=0.557, pair=0.163, adv=3.048, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.43it/s, loss=0.557, pair=0.163, adv=3.048, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.43it/s, loss=0.540, pair=0.162, adv=3.150, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:22,  1.50it/s, loss=0.540, pair=0.162, adv=3.150, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.50it/s, loss=0.549, pair=0.192, adv=2.735, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.45it/s, loss=0.549, pair=0.192, adv=2.735, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.45it/s, loss=0.572, pair=0.251, adv=3.121, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.49it/s, loss=0.572, pair=0.251, adv=3.121, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:29<00:20,  1.49it/s, loss=0.578, pair=0.341, adv=2.803, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:20,  1.46it/s, loss=0.578, pair=0.341, adv=2.803, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:20,  1.46it/s, loss=0.570, pair=0.196, adv=3.291, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.50it/s, loss=0.570, pair=0.196, adv=3.291, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.50it/s, loss=0.574, pair=0.176, adv=3.013, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.43it/s, loss=0.574, pair=0.176, adv=3.013, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:31<00:19,  1.43it/s, loss=0.546, pair=0.100, adv=3.234, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.546, pair=0.100, adv=3.234, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.652, pair=0.106, adv=2.853, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.38it/s, loss=0.652, pair=0.106, adv=2.853, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.38it/s, loss=0.554, pair=0.186, adv=2.850, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:17,  1.47it/s, loss=0.554, pair=0.186, adv=2.850, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:33<00:17,  1.47it/s, loss=0.653, pair=0.187, adv=3.015, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.653, pair=0.187, adv=3.015, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.551, pair=0.187, adv=3.066, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.51it/s, loss=0.551, pair=0.187, adv=3.066, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.575, pair=0.164, adv=3.207, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.39it/s, loss=0.575, pair=0.164, adv=3.207, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.39it/s, loss=0.549, pair=0.203, adv=3.032, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.47it/s, loss=0.549, pair=0.203, adv=3.032, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.47it/s, loss=0.565, pair=0.212, adv=2.842, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.565, pair=0.212, adv=2.842, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.571, pair=0.189, adv=3.166, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.46it/s, loss=0.571, pair=0.189, adv=3.166, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.46it/s, loss=0.566, pair=0.180, adv=3.104, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:13,  1.35it/s, loss=0.566, pair=0.180, adv=3.104, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:38<00:13,  1.35it/s, loss=0.571, pair=0.199, adv=3.141, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.44it/s, loss=0.571, pair=0.199, adv=3.141, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.44it/s, loss=0.585, pair=0.317, adv=2.952, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.37it/s, loss=0.585, pair=0.317, adv=2.952, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.37it/s, loss=0.574, pair=0.121, adv=3.339, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.574, pair=0.121, adv=3.339, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.45it/s, loss=0.579, pair=0.243, adv=2.984, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:10,  1.38it/s, loss=0.579, pair=0.243, adv=2.984, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:10,  1.38it/s, loss=0.538, pair=0.169, adv=2.682, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.538, pair=0.169, adv=2.682, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.48it/s, loss=0.597, pair=0.148, adv=3.367, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.597, pair=0.148, adv=3.367, sprd=0.033
Ep 016/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.40it/s, loss=0.551, pair=0.179, adv=3.085, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.46it/s, loss=0.551, pair=0.179, adv=3.085, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:43<00:07,  1.46it/s, loss=0.566, pair=0.126, adv=3.235, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.37it/s, loss=0.566, pair=0.126, adv=3.235, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.37it/s, loss=0.574, pair=0.239, adv=3.280, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.44it/s, loss=0.574, pair=0.239, adv=3.280, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.44it/s, loss=0.569, pair=0.288, adv=2.989, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.569, pair=0.288, adv=2.989, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.573, pair=0.245, adv=3.169, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.573, pair=0.245, adv=3.169, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.668, pair=0.205, adv=2.951, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.668, pair=0.205, adv=2.951, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.571, pair=0.140, adv=3.214, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.571, pair=0.140, adv=3.214, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.616, pair=0.203, adv=3.288, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.616, pair=0.203, adv=3.288, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.540, pair=0.122, adv=3.144, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.540, pair=0.122, adv=3.144, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.557, pair=0.153, adv=2.822, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.557, pair=0.153, adv=2.822, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.45it/s, loss=0.533, pair=0.172, adv=2.985, sprd=0.027
Ep 016/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.533, pair=0.172, adv=2.985, sprd=0.027
Ep 016/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.884, pair=0.194, adv=3.173, sprd=0.028
Ep 016/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.45it/s, loss=0.884, pair=0.194, adv=3.173, sprd=0.028
                                                                                                              
Epoch 016/60 [S1→S2:ramp]  loss=0.5519  mat=0.2287  sens=0.9588  pair=0.2100  adv=2.4960(rand=3.37)  deg=0.0195  orth=0.0186  spread=0.0288  q_mean=50.1  q_std=9.9  α=0.20 β=0.15 γ=0.80 λ_grl=0.600  lr=8.61e-05  230s

Ep 017/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 017/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.631, pair=0.226, adv=2.994, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:41,  1.21s/it, loss=0.631, pair=0.226, adv=2.994, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:41,  1.21s/it, loss=0.706, pair=0.326, adv=3.450, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:46,  1.16it/s, loss=0.706, pair=0.326, adv=3.450, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:46,  1.16it/s, loss=0.692, pair=0.345, adv=3.150, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:24,  1.25it/s, loss=0.692, pair=0.345, adv=3.150, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:24,  1.25it/s, loss=0.674, pair=0.624, adv=3.089, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:54,  1.40it/s, loss=0.674, pair=0.624, adv=3.089, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:54,  1.40it/s, loss=0.657, pair=0.524, adv=2.860, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<03:50,  1.42it/s, loss=0.657, pair=0.524, adv=2.860, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<03:50,  1.42it/s, loss=0.762, pair=0.403, adv=3.143, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:36,  1.51it/s, loss=0.762, pair=0.403, adv=3.143, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:36,  1.51it/s, loss=0.649, pair=0.365, adv=3.240, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:43,  1.46it/s, loss=0.649, pair=0.365, adv=3.240, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:43,  1.46it/s, loss=0.612, pair=0.373, adv=3.113, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:31,  1.54it/s, loss=0.612, pair=0.373, adv=3.113, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:31,  1.54it/s, loss=0.624, pair=0.268, adv=3.001, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:46,  1.43it/s, loss=0.624, pair=0.268, adv=3.001, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:46,  1.43it/s, loss=0.639, pair=0.397, adv=3.039, sprd=0.033]
Ep 017/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.639, pair=0.397, adv=3.039, sprd=0.033]
Ep 017/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.620, pair=0.162, adv=3.043, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   3%| | 11/333 [00:07<03:47,  1.42it/s, loss=0.620, pair=0.162, adv=3.043, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:47,  1.42it/s, loss=0.637, pair=0.379, adv=3.056, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:35,  1.49it/s, loss=0.637, pair=0.379, adv=3.056, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:35,  1.49it/s, loss=0.631, pair=0.377, adv=2.879, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.631, pair=0.377, adv=2.879, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.569, pair=0.184, adv=2.977, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   4%| | 14/333 [00:09<03:32,  1.50it/s, loss=0.569, pair=0.184, adv=2.977, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:32,  1.50it/s, loss=0.607, pair=0.127, adv=2.970, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:43,  1.42it/s, loss=0.607, pair=0.127, adv=2.970, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:43,  1.42it/s, loss=0.638, pair=0.289, adv=3.245, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:29,  1.52it/s, loss=0.638, pair=0.289, adv=3.245, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:29,  1.52it/s, loss=0.626, pair=0.179, adv=3.157, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   5%| | 17/333 [00:11<03:40,  1.43it/s, loss=0.626, pair=0.179, adv=3.157, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.579, pair=0.174, adv=3.008, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:30,  1.50it/s, loss=0.579, pair=0.174, adv=3.008, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:30,  1.50it/s, loss=0.616, pair=0.150, adv=3.217, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:38,  1.44it/s, loss=0.616, pair=0.150, adv=3.217, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:38,  1.44it/s, loss=0.557, pair=0.089, adv=2.778, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   6%| | 20/333 [00:13<03:26,  1.52it/s, loss=0.557, pair=0.089, adv=2.778, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:26,  1.52it/s, loss=0.583, pair=0.110, adv=2.945, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:44,  1.39it/s, loss=0.583, pair=0.110, adv=2.945, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:44,  1.39it/s, loss=0.587, pair=0.114, adv=3.087, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:32,  1.46it/s, loss=0.587, pair=0.114, adv=3.087, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:32,  1.46it/s, loss=0.717, pair=0.104, adv=3.122, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:41,  1.40it/s, loss=0.717, pair=0.104, adv=3.122, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:41,  1.40it/s, loss=0.612, pair=0.161, adv=3.294, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:31,  1.46it/s, loss=0.612, pair=0.161, adv=3.294, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.574, pair=0.116, adv=2.872, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:41,  1.39it/s, loss=0.574, pair=0.116, adv=2.872, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:41,  1.39it/s, loss=0.700, pair=0.196, adv=3.134, sprd=0.034]
Ep 017/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:32,  1.45it/s, loss=0.700, pair=0.196, adv=3.134, sprd=0.034]
Ep 017/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:32,  1.45it/s, loss=0.570, pair=0.072, adv=2.844, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:36,  1.42it/s, loss=0.570, pair=0.072, adv=2.844, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:36,  1.42it/s, loss=0.571, pair=0.186, adv=2.885, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:23,  1.50it/s, loss=0.571, pair=0.186, adv=2.885, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:23,  1.50it/s, loss=0.560, pair=0.126, adv=2.732, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:31,  1.43it/s, loss=0.560, pair=0.126, adv=2.732, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:31,  1.43it/s, loss=0.599, pair=0.155, adv=3.151, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:   9%| | 30/333 [00:20<03:21,  1.50it/s, loss=0.599, pair=0.155, adv=3.151, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:21,  1.50it/s, loss=0.931, pair=0.160, adv=2.798, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:22,  1.49it/s, loss=0.931, pair=0.160, adv=2.798, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:22,  1.49it/s, loss=0.596, pair=0.194, adv=3.062, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:18,  1.52it/s, loss=0.596, pair=0.194, adv=3.062, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:18,  1.52it/s, loss=0.597, pair=0.099, adv=2.978, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  10%| | 33/333 [00:22<03:26,  1.45it/s, loss=0.597, pair=0.099, adv=2.978, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:26,  1.45it/s, loss=0.622, pair=0.116, adv=3.124, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:17,  1.52it/s, loss=0.622, pair=0.116, adv=3.124, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:17,  1.52it/s, loss=0.577, pair=0.080, adv=2.926, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:24,  1.45it/s, loss=0.577, pair=0.080, adv=2.926, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:24,  1.45it/s, loss=0.583, pair=0.167, adv=2.694, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  11%| | 36/333 [00:24<03:14,  1.53it/s, loss=0.583, pair=0.167, adv=2.694, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:14,  1.53it/s, loss=0.605, pair=0.124, adv=2.966, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:33,  1.38it/s, loss=0.605, pair=0.124, adv=2.966, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:33,  1.38it/s, loss=0.579, pair=0.119, adv=3.111, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:20,  1.47it/s, loss=0.579, pair=0.119, adv=3.111, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:20,  1.47it/s, loss=0.581, pair=0.102, adv=2.869, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:26,  1.42it/s, loss=0.581, pair=0.102, adv=2.869, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:26,  1.42it/s, loss=0.629, pair=0.181, adv=2.754, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.629, pair=0.181, adv=2.754, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.594, pair=0.146, adv=2.639, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:23,  1.43it/s, loss=0.594, pair=0.146, adv=2.639, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:23,  1.43it/s, loss=0.588, pair=0.224, adv=2.988, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:13,  1.50it/s, loss=0.588, pair=0.224, adv=2.988, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:13,  1.50it/s, loss=0.609, pair=0.134, adv=3.259, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:29<03:21,  1.44it/s, loss=0.609, pair=0.134, adv=3.259, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.558, pair=0.090, adv=2.823, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:13,  1.50it/s, loss=0.558, pair=0.090, adv=2.823, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:13,  1.50it/s, loss=0.599, pair=0.286, adv=2.760, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:18,  1.45it/s, loss=0.599, pair=0.286, adv=2.760, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:18,  1.45it/s, loss=0.574, pair=0.110, adv=2.972, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:11,  1.50it/s, loss=0.574, pair=0.110, adv=2.972, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:11,  1.50it/s, loss=0.814, pair=0.129, adv=3.005, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:20,  1.42it/s, loss=0.814, pair=0.129, adv=3.005, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:20,  1.42it/s, loss=0.587, pair=0.250, adv=2.853, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:10,  1.49it/s, loss=0.587, pair=0.250, adv=2.853, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:10,  1.49it/s, loss=0.605, pair=0.124, adv=2.768, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:33<03:24,  1.39it/s, loss=0.605, pair=0.124, adv=2.768, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:24,  1.39it/s, loss=0.598, pair=0.144, adv=3.018, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:14,  1.45it/s, loss=0.598, pair=0.144, adv=3.018, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:14,  1.45it/s, loss=0.600, pair=0.157, adv=2.789, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:20,  1.41it/s, loss=0.600, pair=0.157, adv=2.789, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:20,  1.41it/s, loss=0.580, pair=0.203, adv=2.709, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:35<03:08,  1.49it/s, loss=0.580, pair=0.203, adv=2.709, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.613, pair=0.192, adv=2.793, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:20,  1.39it/s, loss=0.613, pair=0.192, adv=2.793, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:20,  1.39it/s, loss=0.618, pair=0.194, adv=3.274, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:08,  1.48it/s, loss=0.618, pair=0.194, adv=3.274, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:08,  1.48it/s, loss=0.635, pair=0.293, adv=2.660, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.635, pair=0.293, adv=2.660, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.628, pair=0.264, adv=2.908, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:07,  1.48it/s, loss=0.628, pair=0.264, adv=2.908, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:07,  1.48it/s, loss=0.684, pair=0.185, adv=2.778, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:15,  1.41it/s, loss=0.684, pair=0.185, adv=2.778, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:15,  1.41it/s, loss=0.633, pair=0.144, adv=2.866, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:05,  1.48it/s, loss=0.633, pair=0.144, adv=2.866, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:05,  1.48it/s, loss=0.601, pair=0.089, adv=2.986, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:40<03:17,  1.39it/s, loss=0.601, pair=0.089, adv=2.986, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:17,  1.39it/s, loss=0.552, pair=0.153, adv=2.634, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:02,  1.50it/s, loss=0.552, pair=0.153, adv=2.634, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:02,  1.50it/s, loss=0.616, pair=0.215, adv=2.987, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:11,  1.42it/s, loss=0.616, pair=0.215, adv=2.987, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:11,  1.42it/s, loss=0.607, pair=0.353, adv=2.763, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:42<03:01,  1.49it/s, loss=0.607, pair=0.353, adv=2.763, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.657, pair=0.348, adv=3.111, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:09,  1.43it/s, loss=0.657, pair=0.348, adv=3.111, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:09,  1.43it/s, loss=0.609, pair=0.504, adv=2.591, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:58,  1.51it/s, loss=0.609, pair=0.504, adv=2.591, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:58,  1.51it/s, loss=0.625, pair=0.217, adv=3.023, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:44<03:06,  1.44it/s, loss=0.625, pair=0.217, adv=3.023, sprd=0.032]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:06,  1.44it/s, loss=0.562, pair=0.145, adv=2.777, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<02:59,  1.49it/s, loss=0.562, pair=0.145, adv=2.777, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<02:59,  1.49it/s, loss=0.651, pair=0.073, adv=2.728, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:02,  1.46it/s, loss=0.651, pair=0.073, adv=2.728, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:02,  1.46it/s, loss=0.568, pair=0.126, adv=2.973, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:46<02:55,  1.51it/s, loss=0.568, pair=0.126, adv=2.973, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:55,  1.51it/s, loss=0.597, pair=0.088, adv=2.906, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:03,  1.44it/s, loss=0.597, pair=0.088, adv=2.906, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:03,  1.44it/s, loss=0.550, pair=0.087, adv=2.801, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:55,  1.50it/s, loss=0.550, pair=0.087, adv=2.801, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:55,  1.50it/s, loss=0.580, pair=0.099, adv=3.009, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:02,  1.44it/s, loss=0.580, pair=0.099, adv=3.009, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:02,  1.44it/s, loss=0.547, pair=0.078, adv=2.793, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:52,  1.52it/s, loss=0.547, pair=0.078, adv=2.793, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:52,  1.52it/s, loss=0.566, pair=0.111, adv=2.684, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<02:59,  1.45it/s, loss=0.566, pair=0.111, adv=2.684, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<02:59,  1.45it/s, loss=0.552, pair=0.085, adv=2.867, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:50<02:49,  1.53it/s, loss=0.552, pair=0.085, adv=2.867, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:49,  1.53it/s, loss=0.573, pair=0.106, adv=2.816, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<02:59,  1.44it/s, loss=0.573, pair=0.106, adv=2.816, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:59,  1.44it/s, loss=0.560, pair=0.145, adv=2.888, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.560, pair=0.145, adv=2.888, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.589, pair=0.158, adv=2.848, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.589, pair=0.158, adv=2.848, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.570, pair=0.131, adv=2.619, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:46,  1.53it/s, loss=0.570, pair=0.131, adv=2.619, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:46,  1.53it/s, loss=0.692, pair=0.105, adv=3.134, sprd=0.033]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:54,  1.45it/s, loss=0.692, pair=0.105, adv=3.134, sprd=0.033]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:54,  1.45it/s, loss=0.574, pair=0.137, adv=2.912, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:46,  1.52it/s, loss=0.574, pair=0.137, adv=2.912, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:46,  1.52it/s, loss=0.598, pair=0.170, adv=2.959, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:55<02:54,  1.44it/s, loss=0.598, pair=0.170, adv=2.959, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:54,  1.44it/s, loss=0.591, pair=0.157, adv=2.974, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:46,  1.51it/s, loss=0.591, pair=0.157, adv=2.974, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:46,  1.51it/s, loss=0.598, pair=0.123, adv=3.012, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.598, pair=0.123, adv=3.012, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.595, pair=0.201, adv=2.882, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:57<02:44,  1.51it/s, loss=0.595, pair=0.201, adv=2.882, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:44,  1.51it/s, loss=0.585, pair=0.117, adv=2.857, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:53,  1.43it/s, loss=0.585, pair=0.117, adv=2.857, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.779, pair=0.080, adv=2.865, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:45,  1.49it/s, loss=0.779, pair=0.080, adv=2.865, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:45,  1.49it/s, loss=0.624, pair=0.170, adv=3.163, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 87/333 [00:59<02:50,  1.44it/s, loss=0.624, pair=0.170, adv=3.163, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:50,  1.44it/s, loss=0.587, pair=0.177, adv=2.867, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:41,  1.52it/s, loss=0.587, pair=0.177, adv=2.867, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:41,  1.52it/s, loss=0.727, pair=0.225, adv=3.060, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:47,  1.45it/s, loss=0.727, pair=0.225, adv=3.060, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:47,  1.45it/s, loss=0.566, pair=0.122, adv=2.945, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:01<02:40,  1.51it/s, loss=0.566, pair=0.122, adv=2.945, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:40,  1.51it/s, loss=0.615, pair=0.248, adv=3.103, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:48,  1.44it/s, loss=0.615, pair=0.248, adv=3.103, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:48,  1.44it/s, loss=0.581, pair=0.145, adv=2.970, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:40,  1.50it/s, loss=0.581, pair=0.145, adv=2.970, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:40,  1.50it/s, loss=0.685, pair=0.216, adv=2.927, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:03<02:44,  1.46it/s, loss=0.685, pair=0.216, adv=2.927, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:44,  1.46it/s, loss=0.628, pair=0.115, adv=3.142, sprd=0.035]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:40,  1.49it/s, loss=0.628, pair=0.115, adv=3.142, sprd=0.035]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.586, pair=0.102, adv=2.692, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.586, pair=0.102, adv=2.692, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.572, pair=0.192, adv=2.901, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:05<02:38,  1.49it/s, loss=0.572, pair=0.192, adv=2.901, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:38,  1.49it/s, loss=0.603, pair=0.090, adv=2.990, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:06<02:46,  1.42it/s, loss=0.603, pair=0.090, adv=2.990, sprd=0.030]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.567, pair=0.201, adv=2.771, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:36,  1.50it/s, loss=0.567, pair=0.201, adv=2.771, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.607, pair=0.161, adv=3.143, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:44,  1.42it/s, loss=0.607, pair=0.161, adv=3.143, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:44,  1.42it/s, loss=0.588, pair=0.175, adv=2.824, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:08<02:33,  1.51it/s, loss=0.588, pair=0.175, adv=2.824, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:33,  1.51it/s, loss=0.690, pair=0.607, adv=2.568, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:36,  1.48it/s, loss=0.690, pair=0.607, adv=2.568, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:36,  1.48it/s, loss=0.582, pair=0.218, adv=3.002, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:09<02:29,  1.54it/s, loss=0.582, pair=0.218, adv=3.002, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:29,  1.54it/s, loss=0.606, pair=0.279, adv=2.910, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:10<02:40,  1.43it/s, loss=0.606, pair=0.279, adv=2.910, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:40,  1.43it/s, loss=0.572, pair=0.164, adv=2.906, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:32,  1.50it/s, loss=0.572, pair=0.164, adv=2.906, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:32,  1.50it/s, loss=0.617, pair=0.233, adv=2.915, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:44,  1.39it/s, loss=0.617, pair=0.233, adv=2.915, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:44,  1.39it/s, loss=0.612, pair=0.315, adv=2.815, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:12<02:33,  1.48it/s, loss=0.612, pair=0.315, adv=2.815, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.590, pair=0.231, adv=2.662, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:38,  1.42it/s, loss=0.590, pair=0.231, adv=2.662, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:38,  1.42it/s, loss=0.597, pair=0.096, adv=3.229, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:33,  1.47it/s, loss=0.597, pair=0.096, adv=3.229, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:33,  1.47it/s, loss=0.589, pair=0.167, adv=2.817, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:14<02:37,  1.42it/s, loss=0.589, pair=0.167, adv=2.817, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:37,  1.42it/s, loss=0.609, pair=0.112, adv=3.265, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:31,  1.47it/s, loss=0.609, pair=0.112, adv=3.265, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:31,  1.47it/s, loss=0.590, pair=0.134, adv=2.971, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:42,  1.37it/s, loss=0.590, pair=0.134, adv=2.971, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:42,  1.37it/s, loss=0.613, pair=0.110, adv=3.268, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:16<02:33,  1.44it/s, loss=0.613, pair=0.110, adv=3.268, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:33,  1.44it/s, loss=0.591, pair=0.116, adv=2.737, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:17<02:36,  1.40it/s, loss=0.591, pair=0.116, adv=2.737, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:36,  1.40it/s, loss=0.553, pair=0.127, adv=2.749, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:26,  1.50it/s, loss=0.553, pair=0.127, adv=2.749, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:26,  1.50it/s, loss=0.582, pair=0.113, adv=2.634, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:31,  1.44it/s, loss=0.582, pair=0.113, adv=2.634, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:31,  1.44it/s, loss=0.584, pair=0.091, adv=3.123, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:19<02:25,  1.49it/s, loss=0.584, pair=0.091, adv=3.123, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.607, pair=0.134, adv=3.111, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:32,  1.42it/s, loss=0.607, pair=0.134, adv=3.111, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:32,  1.42it/s, loss=0.599, pair=0.094, adv=2.971, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.599, pair=0.094, adv=2.971, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.586, pair=0.112, adv=2.899, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:21<02:29,  1.43it/s, loss=0.586, pair=0.112, adv=2.899, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.579, pair=0.127, adv=3.172, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:22,  1.50it/s, loss=0.579, pair=0.127, adv=3.172, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:22,  1.50it/s, loss=0.616, pair=0.085, adv=3.104, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:28,  1.42it/s, loss=0.616, pair=0.085, adv=3.104, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:28,  1.42it/s, loss=0.588, pair=0.142, adv=2.997, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:23<02:23,  1.48it/s, loss=0.588, pair=0.142, adv=2.997, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:23,  1.48it/s, loss=0.592, pair=0.123, adv=2.902, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:24<02:26,  1.43it/s, loss=0.592, pair=0.123, adv=2.902, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.561, pair=0.089, adv=2.904, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:18,  1.51it/s, loss=0.561, pair=0.089, adv=2.904, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:18,  1.51it/s, loss=1.456, pair=0.122, adv=2.775, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:25<02:21,  1.47it/s, loss=1.456, pair=0.122, adv=2.775, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:21,  1.47it/s, loss=0.601, pair=0.117, adv=3.257, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:26<02:17,  1.50it/s, loss=0.601, pair=0.117, adv=3.257, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:17,  1.50it/s, loss=0.588, pair=0.171, adv=2.798, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:21,  1.45it/s, loss=0.588, pair=0.171, adv=2.798, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:21,  1.45it/s, loss=0.587, pair=0.154, adv=3.040, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:27<02:15,  1.51it/s, loss=0.587, pair=0.154, adv=3.040, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:15,  1.51it/s, loss=0.592, pair=0.138, adv=2.924, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:28<02:21,  1.44it/s, loss=0.592, pair=0.138, adv=2.924, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.665, pair=0.066, adv=3.122, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.665, pair=0.066, adv=3.122, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.603, pair=0.137, adv=3.181, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:29<02:21,  1.43it/s, loss=0.603, pair=0.137, adv=3.181, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.578, pair=0.158, adv=2.948, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:30<02:13,  1.50it/s, loss=0.578, pair=0.158, adv=2.948, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:13,  1.50it/s, loss=0.660, pair=0.059, adv=3.241, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:20,  1.43it/s, loss=0.660, pair=0.059, adv=3.241, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:20,  1.43it/s, loss=0.553, pair=0.099, adv=2.762, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:31<02:13,  1.50it/s, loss=0.553, pair=0.099, adv=2.762, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:13,  1.50it/s, loss=0.602, pair=0.101, adv=3.287, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:32<02:18,  1.43it/s, loss=0.602, pair=0.101, adv=3.287, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.577, pair=0.092, adv=3.239, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:11,  1.50it/s, loss=0.577, pair=0.092, adv=3.239, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:11,  1.50it/s, loss=0.591, pair=0.061, adv=3.123, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:15,  1.44it/s, loss=0.591, pair=0.061, adv=3.123, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:15,  1.44it/s, loss=0.549, pair=0.124, adv=2.935, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:34<02:08,  1.52it/s, loss=0.549, pair=0.124, adv=2.935, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:08,  1.52it/s, loss=0.580, pair=0.182, adv=3.010, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:35<02:14,  1.44it/s, loss=0.580, pair=0.182, adv=3.010, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:35<02:14,  1.44it/s, loss=0.565, pair=0.113, adv=2.943, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:35<02:06,  1.52it/s, loss=0.565, pair=0.113, adv=2.943, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:06,  1.52it/s, loss=0.549, pair=0.061, adv=2.882, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:36<02:11,  1.46it/s, loss=0.549, pair=0.061, adv=2.882, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:11,  1.46it/s, loss=0.585, pair=0.096, adv=3.168, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:37<02:06,  1.51it/s, loss=0.585, pair=0.096, adv=3.168, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.614, pair=0.078, adv=3.435, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:12,  1.43it/s, loss=0.614, pair=0.078, adv=3.435, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:12,  1.43it/s, loss=0.790, pair=0.080, adv=3.271, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:38<02:06,  1.49it/s, loss=0.790, pair=0.080, adv=3.271, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:06,  1.49it/s, loss=0.646, pair=0.162, adv=3.123, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:39<02:08,  1.46it/s, loss=0.646, pair=0.162, adv=3.123, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:08,  1.46it/s, loss=0.577, pair=0.132, adv=3.107, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:03,  1.51it/s, loss=0.577, pair=0.132, adv=3.107, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:03,  1.51it/s, loss=0.609, pair=0.092, adv=3.318, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:40<02:09,  1.44it/s, loss=0.609, pair=0.092, adv=3.318, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:09,  1.44it/s, loss=0.566, pair=0.097, adv=3.070, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:41<02:03,  1.49it/s, loss=0.566, pair=0.097, adv=3.070, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:03,  1.49it/s, loss=0.599, pair=0.211, adv=3.211, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:11,  1.39it/s, loss=0.599, pair=0.211, adv=3.211, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:11,  1.39it/s, loss=0.561, pair=0.140, adv=3.156, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:42<02:03,  1.48it/s, loss=0.561, pair=0.140, adv=3.156, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.601, pair=0.119, adv=3.446, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:43<02:13,  1.37it/s, loss=0.601, pair=0.119, adv=3.446, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:13,  1.37it/s, loss=0.570, pair=0.156, adv=3.285, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:44<02:04,  1.46it/s, loss=0.570, pair=0.156, adv=3.285, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:04,  1.46it/s, loss=0.655, pair=0.125, adv=3.615, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:11,  1.37it/s, loss=0.655, pair=0.125, adv=3.615, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:11,  1.37it/s, loss=0.619, pair=0.201, adv=3.581, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:45<02:03,  1.45it/s, loss=0.619, pair=0.201, adv=3.581, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:03,  1.45it/s, loss=0.612, pair=0.164, adv=3.234, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:46<02:07,  1.39it/s, loss=0.612, pair=0.164, adv=3.234, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:07,  1.39it/s, loss=0.593, pair=0.159, adv=3.399, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<02:00,  1.47it/s, loss=0.593, pair=0.159, adv=3.399, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<02:00,  1.47it/s, loss=0.630, pair=0.199, adv=3.310, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:47<02:02,  1.43it/s, loss=0.630, pair=0.199, adv=3.310, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:02,  1.43it/s, loss=0.584, pair=0.153, adv=3.349, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:48<01:57,  1.49it/s, loss=0.584, pair=0.153, adv=3.349, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.587, pair=0.056, adv=3.322, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:02,  1.42it/s, loss=0.587, pair=0.056, adv=3.322, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:02,  1.42it/s, loss=0.676, pair=0.098, adv=3.483, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:49<01:56,  1.49it/s, loss=0.676, pair=0.098, adv=3.483, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:56,  1.49it/s, loss=0.601, pair=0.072, adv=3.460, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:50<02:01,  1.42it/s, loss=0.601, pair=0.072, adv=3.460, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.600, pair=0.107, adv=3.246, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:54,  1.49it/s, loss=0.600, pair=0.107, adv=3.246, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.49it/s, loss=0.584, pair=0.141, adv=3.127, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<02:03,  1.38it/s, loss=0.584, pair=0.141, adv=3.127, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<02:03,  1.38it/s, loss=0.602, pair=0.134, adv=3.202, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:52<01:56,  1.45it/s, loss=0.602, pair=0.134, adv=3.202, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:56,  1.45it/s, loss=0.592, pair=0.100, adv=3.238, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:53<02:00,  1.40it/s, loss=0.592, pair=0.100, adv=3.238, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<02:00,  1.40it/s, loss=0.592, pair=0.081, adv=3.459, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:53,  1.47it/s, loss=0.592, pair=0.081, adv=3.459, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:53,  1.47it/s, loss=0.652, pair=0.134, adv=3.492, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:54<01:57,  1.42it/s, loss=0.652, pair=0.134, adv=3.492, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.42it/s, loss=0.617, pair=0.139, adv=3.544, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:55<01:52,  1.47it/s, loss=0.617, pair=0.139, adv=3.544, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:52,  1.47it/s, loss=0.605, pair=0.110, adv=3.405, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:56,  1.41it/s, loss=0.605, pair=0.110, adv=3.405, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:56,  1.41it/s, loss=0.627, pair=0.095, adv=3.358, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:56<01:50,  1.48it/s, loss=0.627, pair=0.095, adv=3.358, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:50,  1.48it/s, loss=0.668, pair=0.106, adv=3.115, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:57<01:51,  1.46it/s, loss=0.668, pair=0.106, adv=3.115, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:51,  1.46it/s, loss=0.642, pair=0.155, adv=3.306, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:47,  1.50it/s, loss=0.642, pair=0.155, adv=3.306, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:47,  1.50it/s, loss=0.756, pair=0.249, adv=3.368, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:58<01:52,  1.43it/s, loss=0.756, pair=0.249, adv=3.368, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:52,  1.43it/s, loss=0.551, pair=0.187, adv=2.940, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  52%|▌| 174/333 [01:59<01:45,  1.51it/s, loss=0.551, pair=0.187, adv=2.940, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.607, pair=0.180, adv=3.138, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:49,  1.44it/s, loss=0.607, pair=0.180, adv=3.138, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:49,  1.44it/s, loss=0.574, pair=0.073, adv=3.516, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:00<01:44,  1.50it/s, loss=0.574, pair=0.073, adv=3.516, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.611, pair=0.081, adv=3.447, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:01<01:47,  1.45it/s, loss=0.611, pair=0.081, adv=3.447, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:47,  1.45it/s, loss=0.816, pair=0.110, adv=3.517, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:43,  1.50it/s, loss=0.816, pair=0.110, adv=3.517, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:43,  1.50it/s, loss=0.628, pair=0.191, adv=3.471, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:02<01:47,  1.43it/s, loss=0.628, pair=0.191, adv=3.471, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:47,  1.43it/s, loss=0.601, pair=0.158, adv=3.236, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:03<01:42,  1.50it/s, loss=0.601, pair=0.158, adv=3.236, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:42,  1.50it/s, loss=0.640, pair=0.229, adv=3.669, sprd=0.034
Ep 017/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.640, pair=0.229, adv=3.669, sprd=0.034
Ep 017/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.567, pair=0.113, adv=3.056, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:04<01:41,  1.49it/s, loss=0.567, pair=0.113, adv=3.056, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.590, pair=0.185, adv=3.067, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:05<01:48,  1.39it/s, loss=0.590, pair=0.185, adv=3.067, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:48,  1.39it/s, loss=0.622, pair=0.096, adv=3.392, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:06<01:43,  1.44it/s, loss=0.622, pair=0.096, adv=3.392, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:43,  1.44it/s, loss=0.617, pair=0.093, adv=3.156, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:45,  1.40it/s, loss=0.617, pair=0.093, adv=3.156, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:45,  1.40it/s, loss=0.584, pair=0.068, adv=3.455, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:07<01:40,  1.46it/s, loss=0.584, pair=0.068, adv=3.455, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:40,  1.46it/s, loss=0.621, pair=0.048, adv=3.300, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:08<01:44,  1.40it/s, loss=0.621, pair=0.048, adv=3.300, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.603, pair=0.151, adv=3.231, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:38,  1.46it/s, loss=0.603, pair=0.151, adv=3.231, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:38,  1.46it/s, loss=0.629, pair=0.206, adv=2.992, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:09<01:41,  1.42it/s, loss=0.629, pair=0.206, adv=2.992, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:41,  1.42it/s, loss=0.588, pair=0.134, adv=3.633, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:10<01:36,  1.49it/s, loss=0.588, pair=0.134, adv=3.633, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:36,  1.49it/s, loss=0.627, pair=0.234, adv=3.364, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:39,  1.43it/s, loss=0.627, pair=0.234, adv=3.364, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:39,  1.43it/s, loss=0.591, pair=0.146, adv=3.251, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:11<01:34,  1.49it/s, loss=0.591, pair=0.146, adv=3.251, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:34,  1.49it/s, loss=0.630, pair=0.232, adv=3.331, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:12<01:38,  1.42it/s, loss=0.630, pair=0.232, adv=3.331, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.42it/s, loss=0.594, pair=0.200, adv=3.423, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:33,  1.49it/s, loss=0.594, pair=0.200, adv=3.423, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.49it/s, loss=0.623, pair=0.153, adv=3.572, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.41it/s, loss=0.623, pair=0.153, adv=3.572, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.41it/s, loss=0.811, pair=0.183, adv=3.805, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:14<01:31,  1.49it/s, loss=0.811, pair=0.183, adv=3.805, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:31,  1.49it/s, loss=0.635, pair=0.167, adv=3.505, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:35,  1.42it/s, loss=0.635, pair=0.167, adv=3.505, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:35,  1.42it/s, loss=0.610, pair=0.146, adv=3.594, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:32,  1.45it/s, loss=0.610, pair=0.146, adv=3.594, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:32,  1.45it/s, loss=0.603, pair=0.106, adv=3.289, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:16<01:34,  1.41it/s, loss=0.603, pair=0.106, adv=3.289, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:34,  1.41it/s, loss=0.577, pair=0.053, adv=3.345, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:17<01:29,  1.48it/s, loss=0.577, pair=0.053, adv=3.345, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:29,  1.48it/s, loss=0.599, pair=0.070, adv=3.452, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.599, pair=0.070, adv=3.452, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.586, pair=0.087, adv=3.693, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:18<01:28,  1.47it/s, loss=0.586, pair=0.087, adv=3.693, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:28,  1.47it/s, loss=0.599, pair=0.137, adv=3.340, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:19<01:32,  1.41it/s, loss=0.599, pair=0.137, adv=3.340, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:32,  1.41it/s, loss=0.573, pair=0.078, adv=3.250, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:25,  1.50it/s, loss=0.573, pair=0.078, adv=3.250, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:25,  1.50it/s, loss=0.614, pair=0.109, adv=3.452, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:20<01:28,  1.44it/s, loss=0.614, pair=0.109, adv=3.452, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:28,  1.44it/s, loss=0.573, pair=0.114, adv=3.184, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:21<01:24,  1.50it/s, loss=0.573, pair=0.114, adv=3.184, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.606, pair=0.099, adv=3.363, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:30,  1.39it/s, loss=0.606, pair=0.099, adv=3.363, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:30,  1.39it/s, loss=0.582, pair=0.086, adv=3.264, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:22<01:24,  1.48it/s, loss=0.582, pair=0.086, adv=3.264, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:24,  1.48it/s, loss=0.596, pair=0.074, adv=3.256, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:23<01:27,  1.42it/s, loss=0.596, pair=0.074, adv=3.256, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:27,  1.42it/s, loss=0.606, pair=0.101, adv=3.462, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:23,  1.47it/s, loss=0.606, pair=0.101, adv=3.462, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:23,  1.47it/s, loss=0.595, pair=0.154, adv=3.041, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:25,  1.43it/s, loss=0.595, pair=0.154, adv=3.041, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:25,  1.43it/s, loss=0.591, pair=0.069, adv=3.657, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:25<01:21,  1.48it/s, loss=0.591, pair=0.069, adv=3.657, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:21,  1.48it/s, loss=0.667, pair=0.135, adv=3.419, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:26<01:24,  1.42it/s, loss=0.667, pair=0.135, adv=3.419, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.594, pair=0.138, adv=3.505, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.594, pair=0.138, adv=3.505, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.626, pair=0.118, adv=3.426, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:27<01:23,  1.41it/s, loss=0.626, pair=0.118, adv=3.426, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:23,  1.41it/s, loss=0.584, pair=0.214, adv=3.299, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:28<01:18,  1.50it/s, loss=0.584, pair=0.214, adv=3.299, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:18,  1.50it/s, loss=0.635, pair=0.154, adv=3.611, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:21,  1.42it/s, loss=0.635, pair=0.154, adv=3.611, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:21,  1.42it/s, loss=0.597, pair=0.185, adv=3.145, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:29<01:17,  1.48it/s, loss=0.597, pair=0.185, adv=3.145, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.608, pair=0.128, adv=3.391, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:30<01:20,  1.42it/s, loss=0.608, pair=0.128, adv=3.391, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.700, pair=0.129, adv=3.665, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:16,  1.47it/s, loss=0.700, pair=0.129, adv=3.665, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:16,  1.47it/s, loss=0.580, pair=0.091, adv=3.217, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:31<01:17,  1.44it/s, loss=0.580, pair=0.091, adv=3.217, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:17,  1.44it/s, loss=0.622, pair=0.118, adv=3.972, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:32<01:14,  1.49it/s, loss=0.622, pair=0.118, adv=3.972, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.615, pair=0.137, adv=3.278, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:17,  1.43it/s, loss=0.615, pair=0.137, adv=3.278, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:17,  1.43it/s, loss=0.578, pair=0.178, adv=2.988, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:33<01:10,  1.54it/s, loss=0.578, pair=0.178, adv=2.988, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:10,  1.54it/s, loss=0.611, pair=0.170, adv=3.417, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:34<01:16,  1.42it/s, loss=0.611, pair=0.170, adv=3.417, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:16,  1.42it/s, loss=0.568, pair=0.134, adv=3.227, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:12,  1.48it/s, loss=0.568, pair=0.134, adv=3.227, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.624, pair=0.176, adv=3.728, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:14,  1.43it/s, loss=0.624, pair=0.176, adv=3.728, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:14,  1.43it/s, loss=0.627, pair=0.404, adv=3.271, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:36<01:09,  1.51it/s, loss=0.627, pair=0.404, adv=3.271, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:09,  1.51it/s, loss=0.776, pair=0.494, adv=3.352, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:11,  1.46it/s, loss=0.776, pair=0.494, adv=3.352, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:11,  1.46it/s, loss=0.594, pair=0.267, adv=3.303, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:37<01:07,  1.52it/s, loss=0.594, pair=0.267, adv=3.303, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:07,  1.52it/s, loss=0.639, pair=0.167, adv=3.331, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:38<01:12,  1.41it/s, loss=0.639, pair=0.167, adv=3.331, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:12,  1.41it/s, loss=0.586, pair=0.197, adv=3.699, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:39<01:08,  1.48it/s, loss=0.586, pair=0.197, adv=3.699, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.661, pair=0.128, adv=2.891, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:09,  1.43it/s, loss=0.661, pair=0.128, adv=2.891, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:09,  1.43it/s, loss=0.614, pair=0.203, adv=3.599, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:40<01:06,  1.48it/s, loss=0.614, pair=0.203, adv=3.599, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:06,  1.48it/s, loss=0.697, pair=0.136, adv=3.634, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:41<01:09,  1.41it/s, loss=0.697, pair=0.136, adv=3.634, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:09,  1.41it/s, loss=0.581, pair=0.128, adv=3.439, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:05,  1.49it/s, loss=0.581, pair=0.128, adv=3.439, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:05,  1.49it/s, loss=0.607, pair=0.072, adv=3.739, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:09,  1.38it/s, loss=0.607, pair=0.072, adv=3.739, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:09,  1.38it/s, loss=0.599, pair=0.060, adv=3.793, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:43<01:05,  1.46it/s, loss=0.599, pair=0.060, adv=3.793, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:05,  1.46it/s, loss=0.604, pair=0.049, adv=3.378, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:06,  1.41it/s, loss=0.604, pair=0.049, adv=3.378, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:06,  1.41it/s, loss=0.580, pair=0.081, adv=3.601, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:44<01:03,  1.47it/s, loss=0.580, pair=0.081, adv=3.601, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.47it/s, loss=0.592, pair=0.162, adv=3.069, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:45<01:03,  1.44it/s, loss=0.592, pair=0.162, adv=3.069, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:03,  1.44it/s, loss=0.582, pair=0.130, adv=3.405, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:46<01:00,  1.50it/s, loss=0.582, pair=0.130, adv=3.405, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:00,  1.50it/s, loss=0.617, pair=0.055, adv=3.741, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:03,  1.42it/s, loss=0.617, pair=0.055, adv=3.741, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:03,  1.42it/s, loss=0.681, pair=0.093, adv=3.317, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:47<00:58,  1.51it/s, loss=0.681, pair=0.093, adv=3.317, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<00:58,  1.51it/s, loss=0.605, pair=0.275, adv=3.184, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:00,  1.45it/s, loss=0.605, pair=0.275, adv=3.184, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:00,  1.45it/s, loss=0.606, pair=0.232, adv=3.483, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:48<00:56,  1.53it/s, loss=0.606, pair=0.232, adv=3.483, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:56,  1.53it/s, loss=0.636, pair=0.106, adv=3.409, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:49<00:59,  1.45it/s, loss=0.636, pair=0.106, adv=3.409, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<00:59,  1.45it/s, loss=0.606, pair=0.088, adv=3.780, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:56,  1.51it/s, loss=0.606, pair=0.088, adv=3.780, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.51it/s, loss=0.605, pair=0.110, adv=3.219, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:59,  1.40it/s, loss=0.605, pair=0.110, adv=3.219, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:59,  1.40it/s, loss=0.589, pair=0.129, adv=3.307, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:51<00:56,  1.48it/s, loss=0.589, pair=0.129, adv=3.307, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:56,  1.48it/s, loss=0.608, pair=0.087, adv=3.535, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:52<00:58,  1.41it/s, loss=0.608, pair=0.087, adv=3.535, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.588, pair=0.125, adv=3.665, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:54,  1.48it/s, loss=0.588, pair=0.125, adv=3.665, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:54,  1.48it/s, loss=0.626, pair=0.081, adv=3.592, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:53<00:56,  1.42it/s, loss=0.626, pair=0.081, adv=3.592, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:56,  1.42it/s, loss=0.599, pair=0.106, adv=3.624, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:54<00:52,  1.49it/s, loss=0.599, pair=0.106, adv=3.624, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:52,  1.49it/s, loss=0.736, pair=0.036, adv=3.389, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:54,  1.43it/s, loss=0.736, pair=0.036, adv=3.389, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:54,  1.43it/s, loss=0.580, pair=0.133, adv=3.118, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:55<00:50,  1.52it/s, loss=0.580, pair=0.133, adv=3.118, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:50,  1.52it/s, loss=0.623, pair=0.101, adv=3.560, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:56<00:54,  1.39it/s, loss=0.623, pair=0.101, adv=3.560, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.592, pair=0.134, adv=3.565, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:50,  1.47it/s, loss=0.592, pair=0.134, adv=3.565, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.47it/s, loss=0.590, pair=0.096, adv=3.275, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.590, pair=0.096, adv=3.275, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.608, pair=0.049, adv=3.170, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:58<00:49,  1.49it/s, loss=0.608, pair=0.049, adv=3.170, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:49,  1.49it/s, loss=0.566, pair=0.093, adv=3.062, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  78%|▊| 261/333 [02:59<00:50,  1.42it/s, loss=0.566, pair=0.093, adv=3.062, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.584, pair=0.079, adv=3.560, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:47,  1.48it/s, loss=0.584, pair=0.079, adv=3.560, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:47,  1.48it/s, loss=0.603, pair=0.071, adv=3.356, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:00<00:51,  1.36it/s, loss=0.603, pair=0.071, adv=3.356, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:51,  1.36it/s, loss=0.548, pair=0.046, adv=3.078, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:01<00:47,  1.46it/s, loss=0.548, pair=0.046, adv=3.078, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:47,  1.46it/s, loss=0.630, pair=0.184, adv=3.677, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:49,  1.36it/s, loss=0.630, pair=0.184, adv=3.677, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:49,  1.36it/s, loss=0.591, pair=0.167, adv=3.469, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:02<00:46,  1.45it/s, loss=0.591, pair=0.167, adv=3.469, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:46,  1.45it/s, loss=0.697, pair=0.153, adv=3.581, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:03<00:46,  1.41it/s, loss=0.697, pair=0.153, adv=3.581, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.41it/s, loss=0.585, pair=0.112, adv=3.514, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.48it/s, loss=0.585, pair=0.112, adv=3.514, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.48it/s, loss=0.602, pair=0.109, adv=3.455, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:45,  1.41it/s, loss=0.602, pair=0.109, adv=3.455, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:45,  1.41it/s, loss=0.580, pair=0.070, adv=3.468, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:05<00:42,  1.47it/s, loss=0.580, pair=0.070, adv=3.468, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.47it/s, loss=0.783, pair=0.118, adv=3.448, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:44,  1.38it/s, loss=0.783, pair=0.118, adv=3.448, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.38it/s, loss=0.846, pair=0.262, adv=3.359, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.846, pair=0.262, adv=3.359, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.640, pair=0.363, adv=3.080, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:07<00:42,  1.43it/s, loss=0.640, pair=0.363, adv=3.080, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.683, pair=0.443, adv=3.576, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:39,  1.50it/s, loss=0.683, pair=0.443, adv=3.576, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.50it/s, loss=0.742, pair=0.366, adv=3.328, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.42it/s, loss=0.742, pair=0.366, adv=3.328, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.42it/s, loss=0.615, pair=0.253, adv=3.542, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:09<00:38,  1.47it/s, loss=0.615, pair=0.253, adv=3.542, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.47it/s, loss=0.627, pair=0.213, adv=3.496, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:10<00:38,  1.44it/s, loss=0.627, pair=0.213, adv=3.496, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.585, pair=0.129, adv=3.394, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.51it/s, loss=0.585, pair=0.129, adv=3.394, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.51it/s, loss=0.606, pair=0.074, adv=3.655, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:11<00:37,  1.45it/s, loss=0.606, pair=0.074, adv=3.655, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.45it/s, loss=0.589, pair=0.105, adv=3.425, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:12<00:35,  1.49it/s, loss=0.589, pair=0.105, adv=3.425, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.625, pair=0.215, adv=3.509, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:35,  1.45it/s, loss=0.625, pair=0.215, adv=3.509, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:35,  1.45it/s, loss=0.591, pair=0.271, adv=3.288, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:13<00:33,  1.52it/s, loss=0.591, pair=0.271, adv=3.288, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:33,  1.52it/s, loss=0.709, pair=0.221, adv=3.616, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:14<00:34,  1.45it/s, loss=0.709, pair=0.221, adv=3.616, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.45it/s, loss=0.589, pair=0.101, adv=3.702, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.589, pair=0.101, adv=3.702, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.600, pair=0.204, adv=3.078, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:15<00:32,  1.46it/s, loss=0.600, pair=0.204, adv=3.078, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:32,  1.46it/s, loss=0.577, pair=0.157, adv=3.244, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:16<00:30,  1.52it/s, loss=0.577, pair=0.157, adv=3.244, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:30,  1.52it/s, loss=0.764, pair=0.037, adv=3.396, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:32,  1.40it/s, loss=0.764, pair=0.037, adv=3.396, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:32,  1.40it/s, loss=0.579, pair=0.222, adv=3.184, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:17<00:30,  1.50it/s, loss=0.579, pair=0.222, adv=3.184, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:30,  1.50it/s, loss=0.664, pair=0.126, adv=3.427, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:18<00:30,  1.44it/s, loss=0.664, pair=0.126, adv=3.427, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.44it/s, loss=0.636, pair=0.395, adv=3.496, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:28,  1.52it/s, loss=0.636, pair=0.395, adv=3.496, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.52it/s, loss=0.710, pair=0.108, adv=3.628, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:28,  1.46it/s, loss=0.710, pair=0.108, adv=3.628, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:28,  1.46it/s, loss=0.576, pair=0.133, adv=3.432, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:20<00:26,  1.53it/s, loss=0.576, pair=0.133, adv=3.432, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:26,  1.53it/s, loss=0.628, pair=0.110, adv=3.734, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:21<00:27,  1.45it/s, loss=0.628, pair=0.110, adv=3.734, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:21<00:27,  1.45it/s, loss=0.604, pair=0.150, adv=3.677, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:21<00:26,  1.50it/s, loss=0.604, pair=0.150, adv=3.677, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.50it/s, loss=0.688, pair=0.135, adv=3.541, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:22<00:26,  1.43it/s, loss=0.688, pair=0.135, adv=3.541, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.605, pair=0.083, adv=3.516, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:23<00:25,  1.48it/s, loss=0.605, pair=0.083, adv=3.516, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.48it/s, loss=0.612, pair=0.140, adv=3.407, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.40it/s, loss=0.612, pair=0.140, adv=3.407, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.40it/s, loss=0.601, pair=0.099, adv=3.469, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:24<00:23,  1.47it/s, loss=0.601, pair=0.099, adv=3.469, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.47it/s, loss=0.597, pair=0.077, adv=3.305, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:25<00:24,  1.39it/s, loss=0.597, pair=0.077, adv=3.305, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.39it/s, loss=0.600, pair=0.162, adv=3.620, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:22,  1.48it/s, loss=0.600, pair=0.162, adv=3.620, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.48it/s, loss=0.590, pair=0.088, adv=3.381, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:23,  1.36it/s, loss=0.590, pair=0.088, adv=3.381, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:23,  1.36it/s, loss=0.578, pair=0.102, adv=3.294, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:27<00:21,  1.45it/s, loss=0.578, pair=0.102, adv=3.294, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:21,  1.45it/s, loss=0.590, pair=0.140, adv=3.233, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:21,  1.43it/s, loss=0.590, pair=0.140, adv=3.233, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:21,  1.43it/s, loss=0.592, pair=0.101, adv=3.501, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:28<00:19,  1.50it/s, loss=0.592, pair=0.101, adv=3.501, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.50it/s, loss=0.599, pair=0.079, adv=3.565, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:29<00:19,  1.41it/s, loss=0.599, pair=0.079, adv=3.565, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.41it/s, loss=0.729, pair=0.071, adv=3.311, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:17,  1.51it/s, loss=0.729, pair=0.071, adv=3.311, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:17,  1.51it/s, loss=0.600, pair=0.107, adv=3.155, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:17,  1.45it/s, loss=0.600, pair=0.107, adv=3.155, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:17,  1.45it/s, loss=0.570, pair=0.160, adv=3.154, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:31<00:16,  1.51it/s, loss=0.570, pair=0.160, adv=3.154, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.51it/s, loss=0.585, pair=0.054, adv=3.344, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:32<00:16,  1.46it/s, loss=0.585, pair=0.054, adv=3.344, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.46it/s, loss=0.616, pair=0.176, adv=3.533, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.50it/s, loss=0.616, pair=0.176, adv=3.533, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.50it/s, loss=0.618, pair=0.115, adv=3.568, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:33<00:15,  1.38it/s, loss=0.618, pair=0.115, adv=3.568, sprd=0.033
Ep 017/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.38it/s, loss=0.592, pair=0.089, adv=3.429, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:34<00:14,  1.45it/s, loss=0.592, pair=0.089, adv=3.429, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.45it/s, loss=0.622, pair=0.066, adv=3.544, sprd=0.037
Ep 017/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.35it/s, loss=0.622, pair=0.066, adv=3.544, sprd=0.037
Ep 017/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.35it/s, loss=0.596, pair=0.084, adv=3.443, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:35<00:13,  1.45it/s, loss=0.596, pair=0.084, adv=3.443, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:13,  1.45it/s, loss=0.588, pair=0.076, adv=3.270, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:36<00:12,  1.39it/s, loss=0.588, pair=0.076, adv=3.270, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.39it/s, loss=0.619, pair=0.092, adv=3.397, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.619, pair=0.092, adv=3.397, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.614, pair=0.096, adv=3.424, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.614, pair=0.096, adv=3.424, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.589, pair=0.138, adv=3.256, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:38<00:10,  1.48it/s, loss=0.589, pair=0.138, adv=3.256, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.638, pair=0.143, adv=3.779, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.42it/s, loss=0.638, pair=0.143, adv=3.779, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.576, pair=0.089, adv=3.665, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.576, pair=0.089, adv=3.665, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.600, pair=0.123, adv=3.378, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.600, pair=0.123, adv=3.378, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.601, pair=0.080, adv=3.707, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.49it/s, loss=0.601, pair=0.080, adv=3.707, sprd=0.032
Ep 017/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.613, pair=0.098, adv=3.613, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.613, pair=0.098, adv=3.613, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.579, pair=0.106, adv=3.447, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:42<00:05,  1.51it/s, loss=0.579, pair=0.106, adv=3.447, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:05,  1.51it/s, loss=0.603, pair=0.091, adv=3.540, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.603, pair=0.091, adv=3.540, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.569, pair=0.069, adv=3.427, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.569, pair=0.069, adv=3.427, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.593, pair=0.045, adv=3.660, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.38it/s, loss=0.593, pair=0.045, adv=3.660, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.38it/s, loss=0.576, pair=0.038, adv=3.508, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:45<00:03,  1.45it/s, loss=0.576, pair=0.038, adv=3.508, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.45it/s, loss=0.621, pair=0.055, adv=3.503, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.621, pair=0.055, adv=3.503, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.561, pair=0.065, adv=3.227, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.561, pair=0.065, adv=3.227, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.635, pair=0.086, adv=3.531, sprd=0.035
Ep 017/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.635, pair=0.086, adv=3.531, sprd=0.035
Ep 017/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.582, pair=0.062, adv=3.596, sprd=0.027
Ep 017/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.582, pair=0.062, adv=3.596, sprd=0.027
Ep 017/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.622, pair=0.069, adv=3.475, sprd=0.027
Ep 017/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.41it/s, loss=0.622, pair=0.069, adv=3.475, sprd=0.027
                                                                                                              
Epoch 017/60 [S1→S2:ramp]  loss=0.6160  mat=0.2300  sens=1.0983  pair=0.1513  adv=3.2141(rand=3.37)  deg=0.0223  orth=0.0247  spread=0.0278  q_mean=50.1  q_std=10.7  α=0.22 β=0.18 γ=0.76 λ_grl=0.600  lr=8.43e-05  229s

Ep 018/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 018/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.635, pair=0.035, adv=3.488, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:31,  1.18s/it, loss=0.635, pair=0.035, adv=3.488, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:31,  1.18s/it, loss=0.599, pair=0.059, adv=3.477, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:33,  1.21it/s, loss=0.599, pair=0.059, adv=3.477, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:33,  1.21it/s, loss=0.638, pair=0.044, adv=3.311, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:16,  1.29it/s, loss=0.638, pair=0.044, adv=3.311, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:16,  1.29it/s, loss=0.625, pair=0.111, adv=3.354, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:49,  1.44it/s, loss=0.625, pair=0.111, adv=3.354, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:49,  1.44it/s, loss=0.624, pair=0.053, adv=3.470, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<04:09,  1.31it/s, loss=0.624, pair=0.053, adv=3.470, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:09,  1.31it/s, loss=0.663, pair=0.059, adv=3.810, sprd=0.034]
Ep 018/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:52,  1.41it/s, loss=0.663, pair=0.059, adv=3.810, sprd=0.034]
Ep 018/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:52,  1.41it/s, loss=0.638, pair=0.143, adv=3.083, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:54,  1.39it/s, loss=0.638, pair=0.143, adv=3.083, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:54,  1.39it/s, loss=0.599, pair=0.102, adv=3.038, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:41,  1.47it/s, loss=0.599, pair=0.102, adv=3.038, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:41,  1.47it/s, loss=0.692, pair=0.088, adv=3.203, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:47,  1.43it/s, loss=0.692, pair=0.088, adv=3.203, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:47,  1.43it/s, loss=0.600, pair=0.040, adv=3.240, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:37,  1.49it/s, loss=0.600, pair=0.040, adv=3.240, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:37,  1.49it/s, loss=0.603, pair=0.057, adv=3.085, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   3%| | 11/333 [00:07<03:44,  1.44it/s, loss=0.603, pair=0.057, adv=3.085, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:44,  1.44it/s, loss=0.600, pair=0.053, adv=3.370, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:33,  1.50it/s, loss=0.600, pair=0.053, adv=3.370, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:33,  1.50it/s, loss=0.634, pair=0.110, adv=3.275, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:40,  1.45it/s, loss=0.634, pair=0.110, adv=3.275, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:40,  1.45it/s, loss=0.600, pair=0.081, adv=3.145, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   4%| | 14/333 [00:09<03:30,  1.51it/s, loss=0.600, pair=0.081, adv=3.145, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:30,  1.51it/s, loss=0.626, pair=0.054, adv=3.620, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:50,  1.38it/s, loss=0.626, pair=0.054, adv=3.620, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:50,  1.38it/s, loss=0.634, pair=0.071, adv=3.527, sprd=0.032]
Ep 018/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:39,  1.45it/s, loss=0.634, pair=0.071, adv=3.527, sprd=0.032]
Ep 018/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:39,  1.45it/s, loss=0.639, pair=0.154, adv=3.413, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:47,  1.39it/s, loss=0.639, pair=0.154, adv=3.413, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:47,  1.39it/s, loss=0.782, pair=0.041, adv=3.375, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:35,  1.46it/s, loss=0.782, pair=0.041, adv=3.375, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:35,  1.46it/s, loss=0.628, pair=0.108, adv=3.273, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:40,  1.43it/s, loss=0.628, pair=0.108, adv=3.273, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:40,  1.43it/s, loss=0.615, pair=0.083, adv=3.448, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.615, pair=0.083, adv=3.448, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.658, pair=0.079, adv=3.671, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:38,  1.43it/s, loss=0.658, pair=0.079, adv=3.671, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:38,  1.43it/s, loss=0.624, pair=0.048, adv=3.557, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:31,  1.47it/s, loss=0.624, pair=0.048, adv=3.557, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:31,  1.47it/s, loss=0.649, pair=0.063, adv=3.883, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:34,  1.45it/s, loss=0.649, pair=0.063, adv=3.883, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:34,  1.45it/s, loss=0.607, pair=0.068, adv=3.281, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:24,  1.51it/s, loss=0.607, pair=0.068, adv=3.281, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:24,  1.51it/s, loss=0.654, pair=0.100, adv=3.789, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:32,  1.45it/s, loss=0.654, pair=0.100, adv=3.789, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:32,  1.45it/s, loss=0.610, pair=0.066, adv=3.459, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:23,  1.51it/s, loss=0.610, pair=0.066, adv=3.459, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:23,  1.51it/s, loss=0.623, pair=0.021, adv=3.706, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:33,  1.43it/s, loss=0.623, pair=0.021, adv=3.706, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:33,  1.43it/s, loss=0.625, pair=0.076, adv=3.456, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:27,  1.47it/s, loss=0.625, pair=0.076, adv=3.456, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:27,  1.47it/s, loss=0.632, pair=0.038, adv=3.803, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:40,  1.38it/s, loss=0.632, pair=0.038, adv=3.803, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:40,  1.38it/s, loss=0.645, pair=0.024, adv=3.367, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:26,  1.47it/s, loss=0.645, pair=0.024, adv=3.367, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:26,  1.47it/s, loss=0.644, pair=0.074, adv=3.527, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:40,  1.37it/s, loss=0.644, pair=0.074, adv=3.527, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:40,  1.37it/s, loss=0.628, pair=0.111, adv=3.739, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:28,  1.44it/s, loss=0.628, pair=0.111, adv=3.739, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:28,  1.44it/s, loss=0.665, pair=0.096, adv=3.437, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:35,  1.39it/s, loss=0.665, pair=0.096, adv=3.437, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:35,  1.39it/s, loss=0.602, pair=0.061, adv=3.332, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:21,  1.48it/s, loss=0.602, pair=0.061, adv=3.332, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:21,  1.48it/s, loss=0.634, pair=0.052, adv=3.417, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.634, pair=0.052, adv=3.417, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:29,  1.42it/s, loss=0.615, pair=0.066, adv=3.470, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.615, pair=0.066, adv=3.470, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.649, pair=0.056, adv=3.717, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:25,  1.44it/s, loss=0.649, pair=0.056, adv=3.717, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:25,  1.44it/s, loss=0.629, pair=0.171, adv=3.477, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:16,  1.51it/s, loss=0.629, pair=0.171, adv=3.477, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:16,  1.51it/s, loss=0.604, pair=0.051, adv=3.271, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.45it/s, loss=0.604, pair=0.051, adv=3.271, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.45it/s, loss=0.621, pair=0.104, adv=3.339, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.621, pair=0.104, adv=3.339, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.623, pair=0.037, adv=3.629, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:29,  1.39it/s, loss=0.623, pair=0.037, adv=3.629, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:29,  1.39it/s, loss=0.623, pair=0.081, adv=3.649, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.46it/s, loss=0.623, pair=0.081, adv=3.649, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:18,  1.46it/s, loss=0.630, pair=0.050, adv=3.663, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:26,  1.40it/s, loss=0.630, pair=0.050, adv=3.663, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:26,  1.40it/s, loss=0.624, pair=0.077, adv=3.468, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:13,  1.50it/s, loss=0.624, pair=0.077, adv=3.468, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:13,  1.50it/s, loss=0.630, pair=0.037, adv=3.783, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:23,  1.41it/s, loss=0.630, pair=0.037, adv=3.783, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:23,  1.41it/s, loss=0.599, pair=0.161, adv=3.024, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:11,  1.50it/s, loss=0.599, pair=0.161, adv=3.024, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:11,  1.50it/s, loss=0.603, pair=0.049, adv=3.162, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:15,  1.46it/s, loss=0.603, pair=0.049, adv=3.162, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:15,  1.46it/s, loss=0.616, pair=0.065, adv=3.572, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:06,  1.52it/s, loss=0.616, pair=0.065, adv=3.572, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:06,  1.52it/s, loss=0.617, pair=0.033, adv=3.536, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:16,  1.44it/s, loss=0.617, pair=0.033, adv=3.536, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:16,  1.44it/s, loss=0.577, pair=0.041, adv=3.115, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:03,  1.54it/s, loss=0.577, pair=0.041, adv=3.115, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:03,  1.54it/s, loss=0.619, pair=0.059, adv=3.683, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:22,  1.39it/s, loss=0.619, pair=0.059, adv=3.683, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:22,  1.39it/s, loss=0.616, pair=0.064, adv=3.415, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.616, pair=0.064, adv=3.415, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.632, pair=0.053, adv=3.430, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:20,  1.40it/s, loss=0.632, pair=0.053, adv=3.430, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:20,  1.40it/s, loss=0.613, pair=0.037, adv=3.293, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:07,  1.49it/s, loss=0.613, pair=0.037, adv=3.293, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:07,  1.49it/s, loss=0.642, pair=0.074, adv=3.634, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.642, pair=0.074, adv=3.634, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.589, pair=0.037, adv=3.284, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:04,  1.50it/s, loss=0.589, pair=0.037, adv=3.284, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.652, pair=0.068, adv=3.540, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:13,  1.43it/s, loss=0.652, pair=0.068, adv=3.540, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:13,  1.43it/s, loss=0.638, pair=0.111, adv=3.755, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:05,  1.49it/s, loss=0.638, pair=0.111, adv=3.755, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:41<03:05,  1.49it/s, loss=0.670, pair=0.195, adv=3.580, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:10,  1.44it/s, loss=0.670, pair=0.195, adv=3.580, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:10,  1.44it/s, loss=0.606, pair=0.056, adv=3.389, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:02,  1.50it/s, loss=0.606, pair=0.056, adv=3.389, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:02,  1.50it/s, loss=0.629, pair=0.072, adv=3.601, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:12,  1.42it/s, loss=0.629, pair=0.072, adv=3.601, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:12,  1.42it/s, loss=0.588, pair=0.069, adv=3.249, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:42<03:01,  1.50it/s, loss=0.588, pair=0.069, adv=3.249, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.50it/s, loss=0.623, pair=0.056, adv=3.659, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:14,  1.39it/s, loss=0.623, pair=0.056, adv=3.659, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:14,  1.39it/s, loss=0.614, pair=0.053, adv=3.523, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<03:03,  1.47it/s, loss=0.614, pair=0.053, adv=3.523, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<03:03,  1.47it/s, loss=0.646, pair=0.075, adv=3.551, sprd=0.032]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:14,  1.38it/s, loss=0.646, pair=0.075, adv=3.551, sprd=0.032]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:14,  1.38it/s, loss=0.591, pair=0.028, adv=3.561, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<03:03,  1.46it/s, loss=0.591, pair=0.028, adv=3.561, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<03:03,  1.46it/s, loss=0.617, pair=0.121, adv=3.034, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:03,  1.45it/s, loss=0.617, pair=0.121, adv=3.034, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:03,  1.45it/s, loss=0.610, pair=0.055, adv=3.758, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:56,  1.50it/s, loss=0.610, pair=0.055, adv=3.758, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:56,  1.50it/s, loss=0.738, pair=0.044, adv=3.420, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:06,  1.42it/s, loss=0.738, pair=0.044, adv=3.420, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:06,  1.42it/s, loss=0.610, pair=0.054, adv=3.350, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:58,  1.47it/s, loss=0.610, pair=0.054, adv=3.350, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:58,  1.47it/s, loss=0.649, pair=0.118, adv=3.283, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:05,  1.41it/s, loss=0.649, pair=0.118, adv=3.283, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:05,  1.41it/s, loss=0.598, pair=0.136, adv=3.052, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:54,  1.50it/s, loss=0.598, pair=0.136, adv=3.052, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:54,  1.50it/s, loss=0.620, pair=0.047, adv=3.398, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:02,  1.43it/s, loss=0.620, pair=0.047, adv=3.398, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:02,  1.43it/s, loss=0.646, pair=0.117, adv=3.371, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.646, pair=0.117, adv=3.371, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:52<02:55,  1.47it/s, loss=0.677, pair=0.203, adv=3.535, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.677, pair=0.203, adv=3.535, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.618, pair=0.109, adv=3.365, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.618, pair=0.109, adv=3.365, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.665, pair=0.072, adv=3.480, sprd=0.034]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:57,  1.44it/s, loss=0.665, pair=0.072, adv=3.480, sprd=0.034]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:54<02:57,  1.44it/s, loss=0.635, pair=0.090, adv=3.558, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:48,  1.52it/s, loss=0.635, pair=0.090, adv=3.558, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:48,  1.52it/s, loss=0.639, pair=0.086, adv=3.364, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:56,  1.44it/s, loss=0.639, pair=0.086, adv=3.364, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:56,  1.44it/s, loss=0.612, pair=0.056, adv=3.520, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:48,  1.50it/s, loss=0.612, pair=0.056, adv=3.520, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:48,  1.50it/s, loss=0.629, pair=0.043, adv=3.821, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<03:02,  1.38it/s, loss=0.629, pair=0.043, adv=3.821, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<03:02,  1.38it/s, loss=0.602, pair=0.050, adv=3.385, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:51,  1.46it/s, loss=0.602, pair=0.050, adv=3.385, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:51,  1.46it/s, loss=0.616, pair=0.091, adv=3.266, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:54,  1.43it/s, loss=0.616, pair=0.091, adv=3.266, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<02:54,  1.43it/s, loss=0.643, pair=0.059, adv=3.823, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.643, pair=0.059, adv=3.823, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:59<02:48,  1.48it/s, loss=0.636, pair=0.091, adv=3.584, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<03:00,  1.37it/s, loss=0.636, pair=0.091, adv=3.584, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<03:00,  1.37it/s, loss=0.631, pair=0.049, adv=3.604, sprd=0.033]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:50,  1.45it/s, loss=0.631, pair=0.049, adv=3.604, sprd=0.033]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:50,  1.45it/s, loss=0.642, pair=0.091, adv=3.549, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:56,  1.39it/s, loss=0.642, pair=0.091, adv=3.549, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:01<02:56,  1.39it/s, loss=0.617, pair=0.094, adv=3.622, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:48,  1.46it/s, loss=0.617, pair=0.094, adv=3.622, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:48,  1.46it/s, loss=0.629, pair=0.094, adv=3.062, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:50,  1.43it/s, loss=0.629, pair=0.094, adv=3.062, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:50,  1.43it/s, loss=0.603, pair=0.087, adv=3.403, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:43,  1.49it/s, loss=0.603, pair=0.087, adv=3.403, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:03<02:43,  1.49it/s, loss=0.622, pair=0.050, adv=3.574, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.622, pair=0.050, adv=3.574, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.619, pair=0.111, adv=3.328, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:41,  1.49it/s, loss=0.619, pair=0.111, adv=3.328, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:41,  1.49it/s, loss=0.720, pair=0.110, adv=3.555, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.720, pair=0.110, adv=3.555, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:05<02:50,  1.41it/s, loss=0.624, pair=0.100, adv=3.566, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.624, pair=0.100, adv=3.566, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.662, pair=0.056, adv=3.535, sprd=0.033]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:49,  1.41it/s, loss=0.662, pair=0.056, adv=3.535, sprd=0.033]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:49,  1.41it/s, loss=0.620, pair=0.055, adv=3.699, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:41,  1.47it/s, loss=0.620, pair=0.055, adv=3.699, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:41,  1.47it/s, loss=0.675, pair=0.161, adv=3.683, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.675, pair=0.161, adv=3.683, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.634, pair=0.073, adv=3.441, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:39,  1.47it/s, loss=0.634, pair=0.073, adv=3.441, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:39,  1.47it/s, loss=0.648, pair=0.091, adv=3.467, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.648, pair=0.091, adv=3.467, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:43,  1.43it/s, loss=0.632, pair=0.027, adv=3.634, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.632, pair=0.027, adv=3.634, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:10<02:37,  1.48it/s, loss=0.621, pair=0.064, adv=3.344, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:50,  1.36it/s, loss=0.621, pair=0.064, adv=3.344, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:50,  1.36it/s, loss=0.607, pair=0.049, adv=3.332, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:39,  1.44it/s, loss=0.607, pair=0.049, adv=3.332, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:39,  1.44it/s, loss=0.612, pair=0.036, adv=3.521, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:45,  1.39it/s, loss=0.612, pair=0.036, adv=3.521, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:12<02:45,  1.39it/s, loss=0.623, pair=0.100, adv=3.465, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:36,  1.47it/s, loss=0.623, pair=0.100, adv=3.465, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:36,  1.47it/s, loss=0.709, pair=0.077, adv=3.505, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:41,  1.41it/s, loss=0.709, pair=0.077, adv=3.505, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:41,  1.41it/s, loss=0.632, pair=0.125, adv=3.494, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:34,  1.47it/s, loss=0.632, pair=0.125, adv=3.494, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:14<02:34,  1.47it/s, loss=0.667, pair=0.124, adv=3.386, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:39,  1.41it/s, loss=0.667, pair=0.124, adv=3.386, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:39,  1.41it/s, loss=0.668, pair=0.290, adv=3.379, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:31,  1.49it/s, loss=0.668, pair=0.290, adv=3.379, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:31,  1.49it/s, loss=0.671, pair=0.112, adv=3.703, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:36,  1.43it/s, loss=0.671, pair=0.112, adv=3.703, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:16<02:36,  1.43it/s, loss=0.618, pair=0.047, adv=3.374, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:30,  1.48it/s, loss=0.618, pair=0.047, adv=3.374, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:17<02:30,  1.48it/s, loss=0.648, pair=0.086, adv=3.318, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.648, pair=0.086, adv=3.318, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.616, pair=0.081, adv=3.718, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.616, pair=0.081, adv=3.718, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:31,  1.46it/s, loss=0.652, pair=0.183, adv=3.704, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:39,  1.38it/s, loss=0.652, pair=0.183, adv=3.704, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:19<02:39,  1.38it/s, loss=0.641, pair=0.113, adv=3.547, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:30,  1.46it/s, loss=0.641, pair=0.113, adv=3.547, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:30,  1.46it/s, loss=0.650, pair=0.089, adv=3.582, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:41,  1.35it/s, loss=0.650, pair=0.089, adv=3.582, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:41,  1.35it/s, loss=0.597, pair=0.046, adv=3.261, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:29,  1.45it/s, loss=0.597, pair=0.046, adv=3.261, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:21<02:29,  1.45it/s, loss=0.668, pair=0.115, adv=3.500, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:36,  1.38it/s, loss=0.668, pair=0.115, adv=3.500, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:36,  1.38it/s, loss=0.602, pair=0.053, adv=3.351, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:25,  1.48it/s, loss=0.602, pair=0.053, adv=3.351, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:25,  1.48it/s, loss=0.649, pair=0.051, adv=3.390, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:30,  1.42it/s, loss=0.649, pair=0.051, adv=3.390, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:23<02:30,  1.42it/s, loss=0.570, pair=0.070, adv=2.903, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:21,  1.51it/s, loss=0.570, pair=0.070, adv=2.903, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:24<02:21,  1.51it/s, loss=0.629, pair=0.036, adv=3.372, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:28,  1.43it/s, loss=0.629, pair=0.036, adv=3.372, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:28,  1.43it/s, loss=0.634, pair=0.099, adv=3.438, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.634, pair=0.099, adv=3.438, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.625, pair=0.099, adv=3.394, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:32,  1.38it/s, loss=0.625, pair=0.099, adv=3.394, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:26<02:32,  1.38it/s, loss=0.604, pair=0.075, adv=3.606, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:24,  1.45it/s, loss=0.604, pair=0.075, adv=3.606, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:24,  1.45it/s, loss=0.695, pair=0.065, adv=3.176, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.695, pair=0.065, adv=3.176, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:26,  1.42it/s, loss=0.618, pair=0.061, adv=3.463, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:19,  1.49it/s, loss=0.618, pair=0.061, adv=3.463, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:28<02:19,  1.49it/s, loss=0.634, pair=0.036, adv=3.521, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.634, pair=0.036, adv=3.521, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.597, pair=0.040, adv=3.249, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:15,  1.52it/s, loss=0.597, pair=0.040, adv=3.249, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:15,  1.52it/s, loss=0.625, pair=0.057, adv=3.175, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:20,  1.45it/s, loss=0.625, pair=0.057, adv=3.175, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:30<02:20,  1.45it/s, loss=0.598, pair=0.121, adv=3.265, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:12,  1.53it/s, loss=0.598, pair=0.121, adv=3.265, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:12,  1.53it/s, loss=0.680, pair=0.063, adv=3.642, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:25,  1.39it/s, loss=0.680, pair=0.063, adv=3.642, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:25,  1.39it/s, loss=0.638, pair=0.118, adv=3.616, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:17,  1.46it/s, loss=0.638, pair=0.118, adv=3.616, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:32<02:17,  1.46it/s, loss=0.633, pair=0.068, adv=3.439, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:19,  1.43it/s, loss=0.633, pair=0.068, adv=3.439, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:19,  1.43it/s, loss=0.607, pair=0.056, adv=3.789, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:13,  1.49it/s, loss=0.607, pair=0.056, adv=3.789, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:13,  1.49it/s, loss=0.642, pair=0.038, adv=3.567, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.642, pair=0.038, adv=3.567, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:34<02:19,  1.42it/s, loss=0.595, pair=0.052, adv=3.352, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:10,  1.51it/s, loss=0.595, pair=0.052, adv=3.352, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:35<02:10,  1.51it/s, loss=0.715, pair=0.071, adv=3.757, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:15,  1.45it/s, loss=0.715, pair=0.071, adv=3.757, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:15,  1.45it/s, loss=0.580, pair=0.066, adv=3.115, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:06,  1.54it/s, loss=0.580, pair=0.066, adv=3.115, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:06,  1.54it/s, loss=0.649, pair=0.096, adv=3.594, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.649, pair=0.096, adv=3.594, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.673, pair=0.093, adv=3.461, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:07,  1.52it/s, loss=0.673, pair=0.093, adv=3.461, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:07,  1.52it/s, loss=0.609, pair=0.087, adv=3.087, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:12,  1.45it/s, loss=0.609, pair=0.087, adv=3.087, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:12,  1.45it/s, loss=0.621, pair=0.039, adv=3.360, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.621, pair=0.039, adv=3.360, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:39<02:07,  1.50it/s, loss=0.617, pair=0.045, adv=3.335, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:12,  1.44it/s, loss=0.617, pair=0.045, adv=3.335, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:12,  1.44it/s, loss=0.631, pair=0.067, adv=3.553, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:05,  1.50it/s, loss=0.631, pair=0.067, adv=3.553, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:05,  1.50it/s, loss=0.632, pair=0.074, adv=3.412, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:14,  1.40it/s, loss=0.632, pair=0.074, adv=3.412, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:41<02:14,  1.40it/s, loss=0.609, pair=0.072, adv=3.523, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:06,  1.48it/s, loss=0.609, pair=0.072, adv=3.523, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:06,  1.48it/s, loss=0.647, pair=0.067, adv=3.474, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:15,  1.37it/s, loss=0.647, pair=0.067, adv=3.474, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.627, pair=0.029, adv=3.860, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:07,  1.45it/s, loss=0.627, pair=0.029, adv=3.860, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:43<02:07,  1.45it/s, loss=0.639, pair=0.148, adv=3.443, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.639, pair=0.148, adv=3.443, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.635, pair=0.173, adv=3.609, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.635, pair=0.173, adv=3.609, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.634, pair=0.141, adv=3.526, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:06,  1.44it/s, loss=0.634, pair=0.141, adv=3.526, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:45<02:06,  1.44it/s, loss=0.609, pair=0.055, adv=3.411, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:00,  1.51it/s, loss=0.609, pair=0.055, adv=3.411, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:00,  1.51it/s, loss=0.626, pair=0.066, adv=3.648, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:04,  1.45it/s, loss=0.626, pair=0.066, adv=3.648, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:04,  1.45it/s, loss=0.620, pair=0.093, adv=3.588, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<01:58,  1.51it/s, loss=0.620, pair=0.093, adv=3.588, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<01:58,  1.51it/s, loss=0.656, pair=0.056, adv=3.394, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.656, pair=0.056, adv=3.394, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.606, pair=0.030, adv=3.360, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:57,  1.50it/s, loss=0.606, pair=0.030, adv=3.360, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<01:57,  1.50it/s, loss=0.615, pair=0.033, adv=3.421, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:07,  1.38it/s, loss=0.615, pair=0.033, adv=3.421, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:07,  1.38it/s, loss=0.588, pair=0.032, adv=3.445, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:59,  1.47it/s, loss=0.588, pair=0.032, adv=3.445, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:50<01:59,  1.47it/s, loss=0.630, pair=0.044, adv=3.214, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.630, pair=0.044, adv=3.214, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.596, pair=0.054, adv=3.726, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.596, pair=0.054, adv=3.726, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:54,  1.51it/s, loss=0.618, pair=0.048, adv=3.309, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:57,  1.46it/s, loss=0.618, pair=0.048, adv=3.309, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:57,  1.46it/s, loss=0.590, pair=0.041, adv=3.099, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:50,  1.55it/s, loss=0.590, pair=0.041, adv=3.099, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:50,  1.55it/s, loss=0.629, pair=0.082, adv=3.265, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:55,  1.47it/s, loss=0.629, pair=0.082, adv=3.265, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<01:55,  1.47it/s, loss=0.591, pair=0.044, adv=3.392, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:49,  1.54it/s, loss=0.591, pair=0.044, adv=3.392, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:49,  1.54it/s, loss=0.650, pair=0.170, adv=3.337, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:54,  1.47it/s, loss=0.650, pair=0.170, adv=3.337, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:54,  1.47it/s, loss=0.607, pair=0.053, adv=3.409, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:49,  1.52it/s, loss=0.607, pair=0.053, adv=3.409, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:49,  1.52it/s, loss=0.632, pair=0.068, adv=3.626, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:54,  1.45it/s, loss=0.632, pair=0.068, adv=3.626, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:56<01:54,  1.45it/s, loss=0.626, pair=0.028, adv=3.442, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:50,  1.50it/s, loss=0.626, pair=0.028, adv=3.442, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:50,  1.50it/s, loss=0.615, pair=0.026, adv=3.734, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:54,  1.43it/s, loss=0.615, pair=0.026, adv=3.734, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.623, pair=0.052, adv=3.773, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.623, pair=0.052, adv=3.773, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.629, pair=0.079, adv=3.595, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:54,  1.42it/s, loss=0.629, pair=0.079, adv=3.595, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:54,  1.42it/s, loss=0.624, pair=0.322, adv=2.959, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:45,  1.52it/s, loss=0.624, pair=0.322, adv=2.959, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:45,  1.52it/s, loss=0.626, pair=0.048, adv=3.481, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:49,  1.46it/s, loss=0.626, pair=0.048, adv=3.481, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:49,  1.46it/s, loss=0.610, pair=0.027, adv=3.606, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.610, pair=0.027, adv=3.606, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.633, pair=0.080, adv=3.776, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:53,  1.39it/s, loss=0.633, pair=0.080, adv=3.776, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:53,  1.39it/s, loss=0.611, pair=0.074, adv=3.542, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:46,  1.47it/s, loss=0.611, pair=0.074, adv=3.542, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:46,  1.47it/s, loss=0.623, pair=0.039, adv=3.610, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:54,  1.36it/s, loss=0.623, pair=0.039, adv=3.610, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:03<01:54,  1.36it/s, loss=0.627, pair=0.042, adv=3.715, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:47,  1.44it/s, loss=0.627, pair=0.042, adv=3.715, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:47,  1.44it/s, loss=0.714, pair=0.038, adv=3.773, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:49,  1.40it/s, loss=0.714, pair=0.038, adv=3.773, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:49,  1.40it/s, loss=0.602, pair=0.042, adv=3.366, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:44,  1.47it/s, loss=0.602, pair=0.042, adv=3.366, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:05<01:44,  1.47it/s, loss=0.725, pair=0.092, adv=3.546, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:48,  1.41it/s, loss=0.725, pair=0.092, adv=3.546, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:48,  1.41it/s, loss=0.608, pair=0.050, adv=3.690, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:42,  1.47it/s, loss=0.608, pair=0.050, adv=3.690, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.634, pair=0.085, adv=3.567, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:43,  1.44it/s, loss=0.634, pair=0.085, adv=3.567, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:07<01:43,  1.44it/s, loss=0.630, pair=0.100, adv=3.464, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.50it/s, loss=0.630, pair=0.100, adv=3.464, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.50it/s, loss=0.615, pair=0.023, adv=3.908, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:44,  1.42it/s, loss=0.615, pair=0.023, adv=3.908, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:44,  1.42it/s, loss=0.586, pair=0.061, adv=3.291, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:37,  1.51it/s, loss=0.586, pair=0.061, adv=3.291, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:37,  1.51it/s, loss=0.621, pair=0.042, adv=3.342, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:40,  1.45it/s, loss=0.621, pair=0.042, adv=3.342, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:40,  1.45it/s, loss=0.647, pair=0.181, adv=3.537, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:36,  1.51it/s, loss=0.647, pair=0.181, adv=3.537, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:36,  1.51it/s, loss=0.648, pair=0.082, adv=3.437, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:39,  1.44it/s, loss=0.648, pair=0.082, adv=3.437, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:39,  1.44it/s, loss=0.611, pair=0.084, adv=3.494, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:34,  1.52it/s, loss=0.611, pair=0.084, adv=3.494, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:34,  1.52it/s, loss=0.666, pair=0.096, adv=3.828, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:39,  1.43it/s, loss=0.666, pair=0.096, adv=3.828, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.626, pair=0.107, adv=3.530, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:33,  1.50it/s, loss=0.626, pair=0.107, adv=3.530, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:33,  1.50it/s, loss=0.651, pair=0.053, adv=3.646, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:36,  1.45it/s, loss=0.651, pair=0.053, adv=3.646, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:36,  1.45it/s, loss=0.713, pair=0.208, adv=3.738, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:30,  1.53it/s, loss=0.713, pair=0.208, adv=3.738, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:30,  1.53it/s, loss=0.632, pair=0.049, adv=3.554, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.41it/s, loss=0.632, pair=0.049, adv=3.554, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:37,  1.41it/s, loss=0.640, pair=0.103, adv=3.280, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:32,  1.49it/s, loss=0.640, pair=0.103, adv=3.280, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:16<01:32,  1.49it/s, loss=0.665, pair=0.192, adv=3.630, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:33,  1.45it/s, loss=0.665, pair=0.192, adv=3.630, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:33,  1.45it/s, loss=0.620, pair=0.048, adv=3.588, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:29,  1.51it/s, loss=0.620, pair=0.048, adv=3.588, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:29,  1.51it/s, loss=0.634, pair=0.083, adv=3.725, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:32,  1.44it/s, loss=0.634, pair=0.083, adv=3.725, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:32,  1.44it/s, loss=0.638, pair=0.209, adv=3.464, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:17<01:28,  1.51it/s, loss=0.638, pair=0.209, adv=3.464, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:28,  1.51it/s, loss=0.630, pair=0.130, adv=3.526, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:35,  1.39it/s, loss=0.630, pair=0.130, adv=3.526, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:35,  1.39it/s, loss=0.629, pair=0.154, adv=3.482, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.629, pair=0.154, adv=3.482, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:27,  1.49it/s, loss=0.726, pair=0.054, adv=3.726, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:32,  1.41it/s, loss=0.726, pair=0.054, adv=3.726, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:32,  1.41it/s, loss=0.621, pair=0.086, adv=3.521, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:27,  1.48it/s, loss=0.621, pair=0.086, adv=3.521, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.48it/s, loss=0.634, pair=0.096, adv=3.588, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:28,  1.44it/s, loss=0.634, pair=0.096, adv=3.588, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:28,  1.44it/s, loss=0.621, pair=0.108, adv=3.765, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.621, pair=0.108, adv=3.765, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.662, pair=0.082, adv=3.954, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.42it/s, loss=0.662, pair=0.082, adv=3.954, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.612, pair=0.040, adv=3.354, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:24,  1.47it/s, loss=0.612, pair=0.040, adv=3.354, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:24,  1.47it/s, loss=0.668, pair=0.036, adv=2.978, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.668, pair=0.036, adv=2.978, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.600, pair=0.093, adv=3.233, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:21,  1.52it/s, loss=0.600, pair=0.093, adv=3.233, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:21,  1.52it/s, loss=0.600, pair=0.051, adv=3.021, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:24,  1.45it/s, loss=0.600, pair=0.051, adv=3.021, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:24,  1.45it/s, loss=0.610, pair=0.125, adv=3.585, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:19,  1.51it/s, loss=0.610, pair=0.125, adv=3.585, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:27<01:19,  1.51it/s, loss=0.610, pair=0.048, adv=3.649, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.610, pair=0.048, adv=3.649, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.582, pair=0.098, adv=3.187, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:19,  1.50it/s, loss=0.582, pair=0.098, adv=3.187, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:19,  1.50it/s, loss=0.626, pair=0.045, adv=3.621, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.42it/s, loss=0.626, pair=0.045, adv=3.621, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:29<01:22,  1.42it/s, loss=0.635, pair=0.075, adv=3.646, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.635, pair=0.075, adv=3.646, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.630, pair=0.099, adv=3.423, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:22,  1.41it/s, loss=0.630, pair=0.099, adv=3.423, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:22,  1.41it/s, loss=0.599, pair=0.073, adv=3.428, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.599, pair=0.073, adv=3.428, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.629, pair=0.089, adv=3.461, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.629, pair=0.089, adv=3.461, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.612, pair=0.112, adv=3.482, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:15,  1.49it/s, loss=0.612, pair=0.112, adv=3.482, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:15,  1.49it/s, loss=0.641, pair=0.150, adv=3.423, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:17,  1.44it/s, loss=0.641, pair=0.150, adv=3.423, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:17,  1.44it/s, loss=0.616, pair=0.114, adv=3.415, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:13,  1.52it/s, loss=0.616, pair=0.114, adv=3.415, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:13,  1.52it/s, loss=0.608, pair=0.107, adv=3.397, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:16,  1.44it/s, loss=0.608, pair=0.107, adv=3.397, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.630, pair=0.127, adv=3.363, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.630, pair=0.127, adv=3.363, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.648, pair=0.025, adv=3.735, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.648, pair=0.025, adv=3.735, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.608, pair=0.031, adv=3.336, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:10,  1.52it/s, loss=0.608, pair=0.031, adv=3.336, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:10,  1.52it/s, loss=0.632, pair=0.059, adv=3.551, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:13,  1.45it/s, loss=0.632, pair=0.059, adv=3.551, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:13,  1.45it/s, loss=0.608, pair=0.071, adv=3.586, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:09,  1.51it/s, loss=0.608, pair=0.071, adv=3.586, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:09,  1.51it/s, loss=0.647, pair=0.094, adv=3.580, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:15,  1.38it/s, loss=0.647, pair=0.094, adv=3.580, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:15,  1.38it/s, loss=0.577, pair=0.059, adv=2.882, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:10,  1.47it/s, loss=0.577, pair=0.059, adv=2.882, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:10,  1.47it/s, loss=0.631, pair=0.089, adv=3.562, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:11,  1.43it/s, loss=0.631, pair=0.089, adv=3.562, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:11,  1.43it/s, loss=0.610, pair=0.039, adv=3.362, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:39<01:07,  1.51it/s, loss=0.610, pair=0.039, adv=3.362, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:07,  1.51it/s, loss=0.679, pair=0.172, adv=3.771, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:09,  1.44it/s, loss=0.679, pair=0.172, adv=3.771, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:09,  1.44it/s, loss=0.592, pair=0.039, adv=3.474, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:05,  1.52it/s, loss=0.592, pair=0.039, adv=3.474, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:05,  1.52it/s, loss=0.643, pair=0.068, adv=3.349, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:08,  1.44it/s, loss=0.643, pair=0.068, adv=3.349, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:08,  1.44it/s, loss=0.606, pair=0.128, adv=3.504, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:03,  1.54it/s, loss=0.606, pair=0.128, adv=3.504, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:03,  1.54it/s, loss=0.625, pair=0.106, adv=3.523, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.625, pair=0.106, adv=3.523, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.600, pair=0.060, adv=3.517, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:43<01:03,  1.50it/s, loss=0.600, pair=0.060, adv=3.517, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:03,  1.50it/s, loss=0.757, pair=0.098, adv=3.411, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:05,  1.43it/s, loss=0.757, pair=0.098, adv=3.411, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.621, pair=0.141, adv=3.483, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:02,  1.50it/s, loss=0.621, pair=0.141, adv=3.483, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.50it/s, loss=0.613, pair=0.037, adv=3.307, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.613, pair=0.037, adv=3.307, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.642, pair=0.075, adv=3.903, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:46<01:02,  1.47it/s, loss=0.642, pair=0.075, adv=3.903, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:02,  1.47it/s, loss=0.643, pair=0.120, adv=3.125, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:03,  1.41it/s, loss=0.643, pair=0.120, adv=3.125, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:48<01:03,  1.41it/s, loss=0.625, pair=0.122, adv=3.342, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<01:00,  1.48it/s, loss=0.625, pair=0.122, adv=3.342, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<01:00,  1.48it/s, loss=0.669, pair=0.167, adv=3.643, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:01,  1.43it/s, loss=0.669, pair=0.167, adv=3.643, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:01,  1.43it/s, loss=0.590, pair=0.060, adv=3.243, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.590, pair=0.060, adv=3.243, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.623, pair=0.062, adv=3.177, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.42it/s, loss=0.623, pair=0.062, adv=3.177, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.42it/s, loss=0.570, pair=0.140, adv=2.786, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:56,  1.52it/s, loss=0.570, pair=0.140, adv=2.786, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.52it/s, loss=0.662, pair=0.175, adv=3.928, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:58,  1.44it/s, loss=0.662, pair=0.175, adv=3.928, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.637, pair=0.144, adv=3.706, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.637, pair=0.144, adv=3.706, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.654, pair=0.127, adv=3.593, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.654, pair=0.127, adv=3.593, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.623, pair=0.225, adv=3.276, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:53,  1.52it/s, loss=0.623, pair=0.225, adv=3.276, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:53,  1.52it/s, loss=0.719, pair=0.065, adv=3.719, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:55,  1.45it/s, loss=0.719, pair=0.065, adv=3.719, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:55,  1.45it/s, loss=0.623, pair=0.027, adv=3.661, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:54<00:52,  1.49it/s, loss=0.623, pair=0.027, adv=3.661, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:52,  1.49it/s, loss=0.635, pair=0.041, adv=3.523, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:54,  1.43it/s, loss=0.635, pair=0.041, adv=3.523, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.614, pair=0.073, adv=3.610, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:51,  1.49it/s, loss=0.614, pair=0.073, adv=3.610, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.49it/s, loss=0.624, pair=0.030, adv=3.583, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:55,  1.37it/s, loss=0.624, pair=0.030, adv=3.583, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:55,  1.37it/s, loss=0.629, pair=0.033, adv=3.425, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:52,  1.43it/s, loss=0.629, pair=0.033, adv=3.425, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:52,  1.43it/s, loss=0.651, pair=0.115, adv=3.501, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:53,  1.38it/s, loss=0.651, pair=0.115, adv=3.501, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:53,  1.38it/s, loss=0.622, pair=0.082, adv=3.758, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:50,  1.45it/s, loss=0.622, pair=0.082, adv=3.758, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:50,  1.45it/s, loss=0.640, pair=0.057, adv=3.430, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:51,  1.39it/s, loss=0.640, pair=0.057, adv=3.430, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:51,  1.39it/s, loss=0.606, pair=0.047, adv=3.366, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:48,  1.47it/s, loss=0.606, pair=0.047, adv=3.366, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:48,  1.47it/s, loss=0.668, pair=0.129, adv=3.427, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.668, pair=0.129, adv=3.427, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.632, pair=0.168, adv=3.423, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:01<00:46,  1.49it/s, loss=0.632, pair=0.168, adv=3.423, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.641, pair=0.140, adv=3.316, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:47,  1.44it/s, loss=0.641, pair=0.140, adv=3.316, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:47,  1.44it/s, loss=0.593, pair=0.060, adv=3.277, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:44,  1.52it/s, loss=0.593, pair=0.060, adv=3.277, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:44,  1.52it/s, loss=0.651, pair=0.138, adv=3.534, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.651, pair=0.138, adv=3.534, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.643, pair=0.161, adv=3.357, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.50it/s, loss=0.643, pair=0.161, adv=3.357, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.50it/s, loss=0.627, pair=0.079, adv=3.169, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:44,  1.42it/s, loss=0.627, pair=0.079, adv=3.169, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:44,  1.42it/s, loss=0.607, pair=0.057, adv=3.262, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.47it/s, loss=0.607, pair=0.057, adv=3.262, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.47it/s, loss=0.636, pair=0.074, adv=3.391, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.41it/s, loss=0.636, pair=0.074, adv=3.391, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.41it/s, loss=0.635, pair=0.071, adv=3.635, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.46it/s, loss=0.635, pair=0.071, adv=3.635, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:41,  1.46it/s, loss=0.635, pair=0.027, adv=3.584, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:43,  1.37it/s, loss=0.635, pair=0.027, adv=3.584, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:43,  1.37it/s, loss=0.619, pair=0.054, adv=3.398, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:41,  1.44it/s, loss=0.619, pair=0.054, adv=3.398, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:41,  1.44it/s, loss=0.619, pair=0.017, adv=3.641, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:42,  1.35it/s, loss=0.619, pair=0.017, adv=3.641, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:42,  1.35it/s, loss=0.616, pair=0.025, adv=3.587, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:39,  1.43it/s, loss=0.616, pair=0.025, adv=3.587, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:11<00:39,  1.43it/s, loss=0.641, pair=0.112, adv=3.337, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.41it/s, loss=0.641, pair=0.112, adv=3.337, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.41it/s, loss=0.610, pair=0.034, adv=3.501, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.610, pair=0.034, adv=3.501, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.647, pair=0.037, adv=3.611, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:38,  1.41it/s, loss=0.647, pair=0.037, adv=3.611, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:13<00:38,  1.41it/s, loss=0.642, pair=0.257, adv=3.352, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.48it/s, loss=0.642, pair=0.257, adv=3.352, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.48it/s, loss=0.682, pair=0.303, adv=3.389, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:37,  1.38it/s, loss=0.682, pair=0.303, adv=3.389, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:37,  1.38it/s, loss=0.659, pair=0.346, adv=3.147, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.46it/s, loss=0.659, pair=0.346, adv=3.147, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.46it/s, loss=0.628, pair=0.097, adv=3.402, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.628, pair=0.097, adv=3.402, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.588, pair=0.064, adv=3.087, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.49it/s, loss=0.588, pair=0.064, adv=3.087, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.49it/s, loss=0.641, pair=0.047, adv=3.758, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.44it/s, loss=0.641, pair=0.047, adv=3.758, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.44it/s, loss=0.632, pair=0.093, adv=3.718, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.632, pair=0.093, adv=3.718, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.643, pair=0.046, adv=3.559, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:33,  1.37it/s, loss=0.643, pair=0.046, adv=3.559, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:33,  1.37it/s, loss=0.617, pair=0.075, adv=3.335, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:31,  1.45it/s, loss=0.617, pair=0.075, adv=3.335, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:31,  1.45it/s, loss=0.660, pair=0.192, adv=3.675, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.41it/s, loss=0.660, pair=0.192, adv=3.675, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:20<00:31,  1.41it/s, loss=0.601, pair=0.047, adv=3.523, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.47it/s, loss=0.601, pair=0.047, adv=3.523, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.47it/s, loss=0.658, pair=0.098, adv=3.428, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.42it/s, loss=0.658, pair=0.098, adv=3.428, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:29,  1.42it/s, loss=0.627, pair=0.179, adv=3.311, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:27,  1.49it/s, loss=0.627, pair=0.179, adv=3.311, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.49it/s, loss=0.869, pair=0.213, adv=3.522, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:27,  1.44it/s, loss=0.869, pair=0.213, adv=3.522, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:27,  1.44it/s, loss=0.613, pair=0.036, adv=3.454, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.50it/s, loss=0.613, pair=0.036, adv=3.454, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.50it/s, loss=0.649, pair=0.050, adv=3.887, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.44it/s, loss=0.649, pair=0.050, adv=3.887, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.44it/s, loss=0.597, pair=0.010, adv=3.522, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.50it/s, loss=0.597, pair=0.010, adv=3.522, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.50it/s, loss=0.639, pair=0.177, adv=3.464, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.42it/s, loss=0.639, pair=0.177, adv=3.464, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.671, pair=0.218, adv=3.736, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.49it/s, loss=0.671, pair=0.218, adv=3.736, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.49it/s, loss=0.677, pair=0.158, adv=3.369, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.46it/s, loss=0.677, pair=0.158, adv=3.369, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.46it/s, loss=0.618, pair=0.051, adv=3.653, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:21,  1.51it/s, loss=0.618, pair=0.051, adv=3.653, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:21,  1.51it/s, loss=0.715, pair=0.054, adv=3.604, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.45it/s, loss=0.715, pair=0.054, adv=3.604, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.45it/s, loss=0.618, pair=0.036, adv=3.844, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.49it/s, loss=0.618, pair=0.036, adv=3.844, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:29<00:20,  1.49it/s, loss=0.616, pair=0.147, adv=3.118, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.39it/s, loss=0.616, pair=0.147, adv=3.118, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.39it/s, loss=0.641, pair=0.147, adv=3.374, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.641, pair=0.147, adv=3.374, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.47it/s, loss=0.648, pair=0.134, adv=3.332, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.41it/s, loss=0.648, pair=0.134, adv=3.332, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:31<00:19,  1.41it/s, loss=0.672, pair=0.373, adv=3.268, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:17,  1.51it/s, loss=0.672, pair=0.373, adv=3.268, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:17,  1.51it/s, loss=0.622, pair=0.052, adv=3.214, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.43it/s, loss=0.622, pair=0.052, adv=3.214, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.43it/s, loss=0.623, pair=0.036, adv=3.335, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.623, pair=0.036, adv=3.335, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.48it/s, loss=0.635, pair=0.089, adv=3.418, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.635, pair=0.089, adv=3.418, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.581, pair=0.018, adv=3.256, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.51it/s, loss=0.581, pair=0.018, adv=3.256, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.623, pair=0.029, adv=3.395, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.40it/s, loss=0.623, pair=0.029, adv=3.395, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.601, pair=0.024, adv=3.540, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.47it/s, loss=0.601, pair=0.024, adv=3.540, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.47it/s, loss=0.635, pair=0.089, adv=3.332, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.38it/s, loss=0.635, pair=0.089, adv=3.332, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.38it/s, loss=0.651, pair=0.422, adv=3.094, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.651, pair=0.422, adv=3.094, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.50it/s, loss=0.665, pair=0.097, adv=3.711, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.665, pair=0.097, adv=3.711, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.619, pair=0.181, adv=3.183, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.619, pair=0.181, adv=3.183, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.628, pair=0.079, adv=3.622, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.628, pair=0.079, adv=3.622, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.631, pair=0.111, adv=3.458, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.46it/s, loss=0.631, pair=0.111, adv=3.458, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.46it/s, loss=0.597, pair=0.028, adv=3.137, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.597, pair=0.028, adv=3.137, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.616, pair=0.024, adv=3.635, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.616, pair=0.024, adv=3.635, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.48it/s, loss=0.631, pair=0.039, adv=3.536, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.631, pair=0.039, adv=3.536, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.613, pair=0.049, adv=3.413, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.613, pair=0.049, adv=3.413, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.652, pair=0.063, adv=3.334, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.39it/s, loss=0.652, pair=0.063, adv=3.334, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.39it/s, loss=0.628, pair=0.036, adv=3.811, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.46it/s, loss=0.628, pair=0.036, adv=3.811, sprd=0.032
Ep 018/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.46it/s, loss=0.626, pair=0.106, adv=3.290, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.626, pair=0.106, adv=3.290, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.590, pair=0.037, adv=3.490, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.51it/s, loss=0.590, pair=0.037, adv=3.490, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.624, pair=0.048, adv=3.599, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.624, pair=0.048, adv=3.599, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.623, pair=0.065, adv=3.567, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.623, pair=0.065, adv=3.567, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.628, pair=0.045, adv=3.488, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.628, pair=0.045, adv=3.488, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.703, pair=0.051, adv=3.601, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.703, pair=0.051, adv=3.601, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.627, pair=0.053, adv=3.426, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.627, pair=0.053, adv=3.426, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.605, pair=0.060, adv=3.403, sprd=0.027
Ep 018/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.605, pair=0.060, adv=3.403, sprd=0.027
Ep 018/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.659, pair=0.085, adv=3.435, sprd=0.027
Ep 018/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.40it/s, loss=0.659, pair=0.085, adv=3.435, sprd=0.027
                                                                                                              
Epoch 018/60 [S1→S2:ramp]  loss=0.6318  mat=0.2332  sens=1.0834  pair=0.0847  adv=3.4691(rand=3.37)  deg=0.0179  orth=0.0101  spread=0.0272  q_mean=50.1  q_std=11.2  α=0.24 β=0.21 γ=0.72 λ_grl=0.600  lr=8.24e-05  230s

Ep 019/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 019/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.830, pair=0.443, adv=3.834, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<05:39,  1.02s/it, loss=0.830, pair=0.443, adv=3.834, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<05:39,  1.02s/it, loss=0.621, pair=0.042, adv=3.167, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:14,  1.30it/s, loss=0.621, pair=0.042, adv=3.167, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:14,  1.30it/s, loss=0.652, pair=0.024, adv=3.641, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:10,  1.32it/s, loss=0.652, pair=0.024, adv=3.641, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:10,  1.32it/s, loss=0.633, pair=0.030, adv=3.496, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   1%|  | 4/333 [00:02<03:51,  1.42it/s, loss=0.633, pair=0.030, adv=3.496, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:51,  1.42it/s, loss=0.650, pair=0.044, adv=3.640, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<03:59,  1.37it/s, loss=0.650, pair=0.044, adv=3.640, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<03:59,  1.37it/s, loss=0.646, pair=0.065, adv=3.477, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:42,  1.47it/s, loss=0.646, pair=0.065, adv=3.477, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:42,  1.47it/s, loss=0.653, pair=0.025, adv=3.443, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<04:00,  1.36it/s, loss=0.653, pair=0.025, adv=3.443, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<04:00,  1.36it/s, loss=0.643, pair=0.020, adv=3.512, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:44,  1.45it/s, loss=0.643, pair=0.020, adv=3.512, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:44,  1.45it/s, loss=0.666, pair=0.063, adv=3.607, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:46,  1.43it/s, loss=0.666, pair=0.063, adv=3.607, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:46,  1.43it/s, loss=0.635, pair=0.062, adv=3.238, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:32,  1.52it/s, loss=0.635, pair=0.062, adv=3.238, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:32,  1.52it/s, loss=0.671, pair=0.055, adv=3.494, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   3%| | 11/333 [00:07<03:39,  1.46it/s, loss=0.671, pair=0.055, adv=3.494, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:39,  1.46it/s, loss=0.626, pair=0.083, adv=3.152, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:28,  1.54it/s, loss=0.626, pair=0.083, adv=3.152, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:28,  1.54it/s, loss=0.634, pair=0.038, adv=3.330, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:40,  1.45it/s, loss=0.634, pair=0.038, adv=3.330, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:40,  1.45it/s, loss=0.651, pair=0.010, adv=3.701, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:   4%| | 14/333 [00:09<03:32,  1.50it/s, loss=0.651, pair=0.010, adv=3.701, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:32,  1.50it/s, loss=0.675, pair=0.062, adv=3.519, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:44,  1.42it/s, loss=0.675, pair=0.062, adv=3.519, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:44,  1.42it/s, loss=0.639, pair=0.034, adv=3.342, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:30,  1.50it/s, loss=0.639, pair=0.034, adv=3.342, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:30,  1.50it/s, loss=0.651, pair=0.064, adv=3.392, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   5%| | 17/333 [00:11<03:37,  1.46it/s, loss=0.651, pair=0.064, adv=3.392, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:37,  1.46it/s, loss=0.656, pair=0.041, adv=3.544, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:31,  1.49it/s, loss=0.656, pair=0.041, adv=3.544, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:31,  1.49it/s, loss=0.664, pair=0.057, adv=3.787, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:46,  1.39it/s, loss=0.664, pair=0.057, adv=3.787, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:46,  1.39it/s, loss=0.657, pair=0.018, adv=3.628, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   6%| | 20/333 [00:13<03:34,  1.46it/s, loss=0.657, pair=0.018, adv=3.628, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.656, pair=0.040, adv=3.590, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:43,  1.39it/s, loss=0.656, pair=0.040, adv=3.590, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:43,  1.39it/s, loss=0.631, pair=0.016, adv=3.516, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:32,  1.47it/s, loss=0.631, pair=0.016, adv=3.516, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:32,  1.47it/s, loss=0.634, pair=0.039, adv=3.188, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.634, pair=0.039, adv=3.188, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.653, pair=0.037, adv=3.615, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:30,  1.47it/s, loss=0.653, pair=0.037, adv=3.615, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:30,  1.47it/s, loss=0.711, pair=0.021, adv=3.533, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:38,  1.41it/s, loss=0.711, pair=0.021, adv=3.533, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:38,  1.41it/s, loss=0.650, pair=0.053, adv=3.458, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:28,  1.47it/s, loss=0.650, pair=0.053, adv=3.458, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:28,  1.47it/s, loss=0.675, pair=0.025, adv=3.668, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:43,  1.37it/s, loss=0.675, pair=0.025, adv=3.668, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:43,  1.37it/s, loss=0.649, pair=0.073, adv=3.557, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:30,  1.45it/s, loss=0.649, pair=0.073, adv=3.557, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:30,  1.45it/s, loss=0.666, pair=0.027, adv=3.762, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:37,  1.40it/s, loss=0.666, pair=0.027, adv=3.762, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:37,  1.40it/s, loss=0.654, pair=0.060, adv=3.369, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   9%| | 30/333 [00:20<03:26,  1.47it/s, loss=0.654, pair=0.060, adv=3.369, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:26,  1.47it/s, loss=0.700, pair=0.023, adv=3.140, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:30,  1.43it/s, loss=0.700, pair=0.023, adv=3.140, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:30,  1.43it/s, loss=0.662, pair=0.011, adv=3.522, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.662, pair=0.011, adv=3.522, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.663, pair=0.032, adv=3.601, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.663, pair=0.032, adv=3.601, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.671, pair=0.034, adv=3.400, sprd=0.033]
Ep 019/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:22,  1.47it/s, loss=0.671, pair=0.034, adv=3.400, sprd=0.033]
Ep 019/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:22,  1.47it/s, loss=0.666, pair=0.117, adv=3.286, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:27,  1.44it/s, loss=0.666, pair=0.117, adv=3.286, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:27,  1.44it/s, loss=0.660, pair=0.135, adv=3.230, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:18,  1.49it/s, loss=0.660, pair=0.135, adv=3.230, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:18,  1.49it/s, loss=0.705, pair=0.069, adv=3.635, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:29,  1.41it/s, loss=0.705, pair=0.069, adv=3.635, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:29,  1.41it/s, loss=0.694, pair=0.071, adv=3.516, sprd=0.032]
Ep 019/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:21,  1.46it/s, loss=0.694, pair=0.071, adv=3.516, sprd=0.032]
Ep 019/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:21,  1.46it/s, loss=0.652, pair=0.046, adv=3.329, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.652, pair=0.046, adv=3.329, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.631, pair=0.060, adv=3.394, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:15,  1.50it/s, loss=0.631, pair=0.060, adv=3.394, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:15,  1.50it/s, loss=0.663, pair=0.084, adv=3.378, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:21,  1.45it/s, loss=0.663, pair=0.084, adv=3.378, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:21,  1.45it/s, loss=0.642, pair=0.038, adv=3.498, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:13,  1.50it/s, loss=0.642, pair=0.038, adv=3.498, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:13,  1.50it/s, loss=0.662, pair=0.063, adv=3.391, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:29<03:21,  1.44it/s, loss=0.662, pair=0.063, adv=3.391, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.645, pair=0.082, adv=3.331, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.645, pair=0.082, adv=3.331, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.709, pair=0.063, adv=3.684, sprd=0.032]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:23,  1.41it/s, loss=0.709, pair=0.063, adv=3.684, sprd=0.032]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:23,  1.41it/s, loss=0.643, pair=0.082, adv=3.360, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:13,  1.48it/s, loss=0.643, pair=0.082, adv=3.360, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:13,  1.48it/s, loss=0.679, pair=0.033, adv=3.556, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:20,  1.42it/s, loss=0.679, pair=0.033, adv=3.556, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:20,  1.42it/s, loss=0.681, pair=0.053, adv=3.574, sprd=0.032]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:14,  1.47it/s, loss=0.681, pair=0.053, adv=3.574, sprd=0.032]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:14,  1.47it/s, loss=0.710, pair=0.061, adv=3.628, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:23,  1.40it/s, loss=0.710, pair=0.061, adv=3.628, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:23,  1.40it/s, loss=0.645, pair=0.039, adv=3.538, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:14,  1.46it/s, loss=0.645, pair=0.039, adv=3.538, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:14,  1.46it/s, loss=0.639, pair=0.037, adv=3.708, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:22,  1.39it/s, loss=0.639, pair=0.037, adv=3.708, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:22,  1.39it/s, loss=0.608, pair=0.047, adv=3.061, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:09,  1.49it/s, loss=0.608, pair=0.047, adv=3.061, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:09,  1.49it/s, loss=0.638, pair=0.085, adv=3.084, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:12,  1.45it/s, loss=0.638, pair=0.085, adv=3.084, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:12,  1.45it/s, loss=0.653, pair=0.072, adv=3.619, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:06,  1.50it/s, loss=0.653, pair=0.072, adv=3.619, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:06,  1.50it/s, loss=0.676, pair=0.142, adv=3.107, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:11,  1.45it/s, loss=0.676, pair=0.142, adv=3.107, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:11,  1.45it/s, loss=0.644, pair=0.020, adv=3.518, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:05,  1.49it/s, loss=0.644, pair=0.020, adv=3.518, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:05,  1.49it/s, loss=0.672, pair=0.047, adv=3.705, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:13,  1.43it/s, loss=0.672, pair=0.047, adv=3.705, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:13,  1.43it/s, loss=0.659, pair=0.064, adv=3.476, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.659, pair=0.064, adv=3.476, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.682, pair=0.050, adv=3.633, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:40<03:12,  1.42it/s, loss=0.682, pair=0.050, adv=3.633, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.623, pair=0.042, adv=3.123, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:02,  1.50it/s, loss=0.623, pair=0.042, adv=3.123, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:02,  1.50it/s, loss=0.656, pair=0.024, adv=3.456, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.656, pair=0.024, adv=3.456, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.628, pair=0.016, adv=3.548, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:42<03:01,  1.50it/s, loss=0.628, pair=0.016, adv=3.548, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.50it/s, loss=0.668, pair=0.043, adv=3.383, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:05,  1.46it/s, loss=0.668, pair=0.043, adv=3.383, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:05,  1.46it/s, loss=0.613, pair=0.048, adv=3.248, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:55,  1.53it/s, loss=0.613, pair=0.048, adv=3.248, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:55,  1.53it/s, loss=0.662, pair=0.057, adv=3.558, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:44<03:05,  1.44it/s, loss=0.662, pair=0.057, adv=3.558, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:05,  1.44it/s, loss=0.642, pair=0.057, adv=3.326, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<02:56,  1.51it/s, loss=0.642, pair=0.057, adv=3.326, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<02:56,  1.51it/s, loss=0.679, pair=0.172, adv=3.312, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:05,  1.43it/s, loss=0.679, pair=0.172, adv=3.312, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:05,  1.43it/s, loss=0.635, pair=0.049, adv=3.479, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:46<02:56,  1.50it/s, loss=0.635, pair=0.049, adv=3.479, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:56,  1.50it/s, loss=0.670, pair=0.045, adv=3.417, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:02,  1.45it/s, loss=0.670, pair=0.045, adv=3.417, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:02,  1.45it/s, loss=0.639, pair=0.040, adv=3.428, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:53,  1.51it/s, loss=0.639, pair=0.040, adv=3.428, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:53,  1.51it/s, loss=0.674, pair=0.040, adv=3.545, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:02,  1.44it/s, loss=0.674, pair=0.040, adv=3.545, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:02,  1.44it/s, loss=0.645, pair=0.033, adv=3.482, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:54,  1.50it/s, loss=0.645, pair=0.033, adv=3.482, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:54,  1.50it/s, loss=0.651, pair=0.035, adv=3.536, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:06,  1.39it/s, loss=0.651, pair=0.035, adv=3.536, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:06,  1.39it/s, loss=0.643, pair=0.031, adv=3.437, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.643, pair=0.031, adv=3.437, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.660, pair=0.078, adv=3.567, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<03:04,  1.40it/s, loss=0.660, pair=0.078, adv=3.567, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.698, pair=0.039, adv=4.013, sprd=0.034]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:56,  1.45it/s, loss=0.698, pair=0.039, adv=4.013, sprd=0.034]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:56,  1.45it/s, loss=0.657, pair=0.046, adv=3.422, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:03,  1.40it/s, loss=0.657, pair=0.046, adv=3.422, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:03,  1.40it/s, loss=0.696, pair=0.247, adv=3.318, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:53,  1.47it/s, loss=0.696, pair=0.247, adv=3.318, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.679, pair=0.052, adv=3.906, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:58,  1.42it/s, loss=0.679, pair=0.052, adv=3.906, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:58,  1.42it/s, loss=0.654, pair=0.084, adv=3.457, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:50,  1.49it/s, loss=0.654, pair=0.084, adv=3.457, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:50,  1.49it/s, loss=0.662, pair=0.094, adv=3.450, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:55<02:53,  1.45it/s, loss=0.662, pair=0.094, adv=3.450, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:53,  1.45it/s, loss=0.644, pair=0.069, adv=3.504, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:46,  1.51it/s, loss=0.644, pair=0.069, adv=3.504, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:46,  1.51it/s, loss=0.712, pair=0.234, adv=3.524, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:55,  1.43it/s, loss=0.712, pair=0.234, adv=3.524, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:55,  1.43it/s, loss=0.655, pair=0.059, adv=3.553, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:57<02:46,  1.49it/s, loss=0.655, pair=0.059, adv=3.553, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:46,  1.49it/s, loss=0.656, pair=0.051, adv=3.257, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:54,  1.42it/s, loss=0.656, pair=0.051, adv=3.257, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:54,  1.42it/s, loss=0.624, pair=0.019, adv=3.301, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:46,  1.49it/s, loss=0.624, pair=0.019, adv=3.301, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:46,  1.49it/s, loss=0.667, pair=0.032, adv=3.380, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.667, pair=0.032, adv=3.380, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.658, pair=0.099, adv=3.406, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:45,  1.48it/s, loss=0.658, pair=0.099, adv=3.406, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:45,  1.48it/s, loss=0.652, pair=0.065, adv=3.227, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:50,  1.43it/s, loss=0.652, pair=0.065, adv=3.227, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:50,  1.43it/s, loss=0.640, pair=0.077, adv=3.576, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:42,  1.50it/s, loss=0.640, pair=0.077, adv=3.576, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:42,  1.50it/s, loss=0.652, pair=0.087, adv=3.434, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:50,  1.42it/s, loss=0.652, pair=0.087, adv=3.434, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.652, pair=0.098, adv=3.481, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:42,  1.48it/s, loss=0.652, pair=0.098, adv=3.481, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:42,  1.48it/s, loss=0.681, pair=0.074, adv=3.895, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:52,  1.39it/s, loss=0.681, pair=0.074, adv=3.895, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:52,  1.39it/s, loss=0.640, pair=0.057, adv=3.285, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:43,  1.46it/s, loss=0.640, pair=0.057, adv=3.285, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:43,  1.46it/s, loss=0.666, pair=0.050, adv=3.698, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:49,  1.40it/s, loss=0.666, pair=0.050, adv=3.698, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:49,  1.40it/s, loss=0.638, pair=0.096, adv=3.443, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:38,  1.50it/s, loss=0.638, pair=0.096, adv=3.443, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:38,  1.50it/s, loss=0.664, pair=0.031, adv=3.363, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:06<02:43,  1.44it/s, loss=0.664, pair=0.031, adv=3.363, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:43,  1.44it/s, loss=0.634, pair=0.068, adv=3.642, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:36,  1.50it/s, loss=0.634, pair=0.068, adv=3.642, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.681, pair=0.122, adv=3.569, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:49,  1.38it/s, loss=0.681, pair=0.122, adv=3.569, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:49,  1.38it/s, loss=0.635, pair=0.102, adv=3.230, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:38,  1.47it/s, loss=0.635, pair=0.102, adv=3.230, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:38,  1.47it/s, loss=0.649, pair=0.026, adv=3.206, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:40,  1.45it/s, loss=0.649, pair=0.026, adv=3.206, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:40,  1.45it/s, loss=0.648, pair=0.080, adv=3.216, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:34,  1.49it/s, loss=0.648, pair=0.080, adv=3.216, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:34,  1.49it/s, loss=0.713, pair=0.162, adv=3.251, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:40,  1.43it/s, loss=0.713, pair=0.162, adv=3.251, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:40,  1.43it/s, loss=0.662, pair=0.170, adv=3.139, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:33,  1.49it/s, loss=0.662, pair=0.170, adv=3.139, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.685, pair=0.171, adv=3.586, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:44,  1.39it/s, loss=0.685, pair=0.171, adv=3.586, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:44,  1.39it/s, loss=0.654, pair=0.173, adv=3.217, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.654, pair=0.173, adv=3.217, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:33,  1.48it/s, loss=0.659, pair=0.082, adv=3.760, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:13<02:45,  1.37it/s, loss=0.659, pair=0.082, adv=3.760, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:45,  1.37it/s, loss=0.653, pair=0.067, adv=3.488, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:35,  1.45it/s, loss=0.653, pair=0.067, adv=3.488, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:35,  1.45it/s, loss=0.662, pair=0.069, adv=3.736, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:44,  1.36it/s, loss=0.662, pair=0.069, adv=3.736, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:44,  1.36it/s, loss=0.897, pair=1.257, adv=3.048, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:15<02:30,  1.48it/s, loss=0.897, pair=1.257, adv=3.048, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:30,  1.48it/s, loss=0.648, pair=0.046, adv=3.829, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:16<02:37,  1.41it/s, loss=0.648, pair=0.046, adv=3.829, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.675, pair=0.182, adv=3.415, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:27,  1.49it/s, loss=0.675, pair=0.182, adv=3.415, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:27,  1.49it/s, loss=0.649, pair=0.034, adv=3.581, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.649, pair=0.034, adv=3.581, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.664, pair=0.047, adv=4.051, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:18<02:26,  1.50it/s, loss=0.664, pair=0.047, adv=4.051, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:26,  1.50it/s, loss=0.666, pair=0.041, adv=3.635, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:34,  1.41it/s, loss=0.666, pair=0.041, adv=3.635, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:34,  1.41it/s, loss=0.626, pair=0.035, adv=3.081, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:23,  1.52it/s, loss=0.626, pair=0.035, adv=3.081, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:23,  1.52it/s, loss=0.670, pair=0.052, adv=3.342, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:20<02:32,  1.41it/s, loss=0.670, pair=0.052, adv=3.342, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:32,  1.41it/s, loss=0.651, pair=0.042, adv=3.403, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:24,  1.49it/s, loss=0.651, pair=0.042, adv=3.403, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:24,  1.49it/s, loss=0.647, pair=0.046, adv=3.319, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.647, pair=0.046, adv=3.319, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.662, pair=0.021, adv=3.668, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:22<02:22,  1.49it/s, loss=0.662, pair=0.021, adv=3.668, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:22,  1.49it/s, loss=0.661, pair=0.044, adv=3.423, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:27,  1.43it/s, loss=0.661, pair=0.044, adv=3.423, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:27,  1.43it/s, loss=0.635, pair=0.023, adv=3.432, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.635, pair=0.023, adv=3.432, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.742, pair=0.073, adv=3.514, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:24<02:26,  1.43it/s, loss=0.742, pair=0.073, adv=3.514, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.629, pair=0.020, adv=3.791, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:19,  1.50it/s, loss=0.629, pair=0.020, adv=3.791, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:19,  1.50it/s, loss=0.681, pair=0.071, adv=3.955, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:25,  1.43it/s, loss=0.681, pair=0.071, adv=3.955, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:25,  1.43it/s, loss=0.651, pair=0.121, adv=3.407, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:26<02:16,  1.52it/s, loss=0.651, pair=0.121, adv=3.407, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:16,  1.52it/s, loss=0.684, pair=0.033, adv=3.832, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:23,  1.43it/s, loss=0.684, pair=0.033, adv=3.832, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:23,  1.43it/s, loss=0.635, pair=0.073, adv=3.671, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:16,  1.50it/s, loss=0.635, pair=0.073, adv=3.671, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:16,  1.50it/s, loss=0.675, pair=0.050, adv=3.716, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:28<02:21,  1.44it/s, loss=0.675, pair=0.050, adv=3.716, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.642, pair=0.024, adv=3.595, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:15,  1.50it/s, loss=0.642, pair=0.024, adv=3.595, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:15,  1.50it/s, loss=0.660, pair=0.037, adv=3.363, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:18,  1.46it/s, loss=0.660, pair=0.037, adv=3.363, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:18,  1.46it/s, loss=0.629, pair=0.021, adv=3.410, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:30<02:11,  1.53it/s, loss=0.629, pair=0.021, adv=3.410, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:11,  1.53it/s, loss=0.644, pair=0.014, adv=3.427, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:31<02:16,  1.46it/s, loss=0.644, pair=0.014, adv=3.427, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:16,  1.46it/s, loss=0.629, pair=0.021, adv=3.565, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:11,  1.52it/s, loss=0.629, pair=0.021, adv=3.565, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:11,  1.52it/s, loss=0.721, pair=0.010, adv=3.815, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:15,  1.46it/s, loss=0.721, pair=0.010, adv=3.815, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:15,  1.46it/s, loss=0.626, pair=0.035, adv=3.603, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:33<02:10,  1.51it/s, loss=0.626, pair=0.035, adv=3.603, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:10,  1.51it/s, loss=0.666, pair=0.037, adv=3.886, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:16,  1.43it/s, loss=0.666, pair=0.037, adv=3.886, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:16,  1.43it/s, loss=0.657, pair=0.039, adv=3.441, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:34<02:08,  1.52it/s, loss=0.657, pair=0.039, adv=3.441, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:08,  1.52it/s, loss=0.635, pair=0.020, adv=3.309, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:35<02:13,  1.45it/s, loss=0.635, pair=0.020, adv=3.309, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:13,  1.45it/s, loss=0.643, pair=0.015, adv=3.810, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:08,  1.51it/s, loss=0.643, pair=0.015, adv=3.810, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:08,  1.51it/s, loss=0.674, pair=0.017, adv=3.725, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:12,  1.45it/s, loss=0.674, pair=0.017, adv=3.725, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:12,  1.45it/s, loss=0.621, pair=0.008, adv=3.424, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:37<02:06,  1.51it/s, loss=0.621, pair=0.008, adv=3.424, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.662, pair=0.040, adv=3.581, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:14,  1.41it/s, loss=0.662, pair=0.040, adv=3.581, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:14,  1.41it/s, loss=0.621, pair=0.035, adv=3.367, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:05,  1.51it/s, loss=0.621, pair=0.035, adv=3.367, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:05,  1.51it/s, loss=0.677, pair=0.057, adv=3.745, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:39<02:09,  1.46it/s, loss=0.677, pair=0.057, adv=3.745, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:09,  1.46it/s, loss=0.638, pair=0.035, adv=3.552, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:03,  1.52it/s, loss=0.638, pair=0.035, adv=3.552, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:03,  1.52it/s, loss=0.669, pair=0.088, adv=3.532, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.669, pair=0.088, adv=3.532, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.657, pair=0.051, adv=3.909, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:41<02:03,  1.50it/s, loss=0.657, pair=0.051, adv=3.909, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:03,  1.50it/s, loss=0.670, pair=0.121, adv=3.784, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:42<02:08,  1.44it/s, loss=0.670, pair=0.121, adv=3.784, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:08,  1.44it/s, loss=0.632, pair=0.022, adv=3.577, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:01,  1.50it/s, loss=0.632, pair=0.022, adv=3.577, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:01,  1.50it/s, loss=0.652, pair=0.049, adv=3.528, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:43<02:10,  1.39it/s, loss=0.652, pair=0.049, adv=3.528, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:10,  1.39it/s, loss=0.654, pair=0.098, adv=3.811, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:44<02:03,  1.47it/s, loss=0.654, pair=0.098, adv=3.811, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.673, pair=0.036, adv=3.614, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:07,  1.42it/s, loss=0.673, pair=0.036, adv=3.614, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:07,  1.42it/s, loss=0.637, pair=0.029, adv=3.924, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:45<02:00,  1.48it/s, loss=0.637, pair=0.029, adv=3.924, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.649, pair=0.047, adv=3.489, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:46<02:03,  1.45it/s, loss=0.649, pair=0.047, adv=3.489, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:03,  1.45it/s, loss=0.657, pair=0.074, adv=3.589, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<01:56,  1.52it/s, loss=0.657, pair=0.074, adv=3.589, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<01:56,  1.52it/s, loss=0.673, pair=0.010, adv=3.650, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:05,  1.40it/s, loss=0.673, pair=0.010, adv=3.650, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:05,  1.40it/s, loss=0.699, pair=0.023, adv=3.826, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:48<01:57,  1.49it/s, loss=0.699, pair=0.023, adv=3.826, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.639, pair=0.031, adv=3.775, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:49<02:03,  1.41it/s, loss=0.639, pair=0.031, adv=3.775, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.687, pair=0.040, adv=3.974, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:58,  1.46it/s, loss=0.687, pair=0.040, adv=3.974, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:58,  1.46it/s, loss=0.665, pair=0.042, adv=3.828, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:50<02:01,  1.42it/s, loss=0.665, pair=0.042, adv=3.828, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.656, pair=0.147, adv=3.556, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:51<01:53,  1.51it/s, loss=0.656, pair=0.147, adv=3.556, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:53,  1.51it/s, loss=0.697, pair=0.049, adv=3.585, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:58,  1.43it/s, loss=0.697, pair=0.049, adv=3.585, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:58,  1.43it/s, loss=0.657, pair=0.036, adv=3.708, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:52<01:53,  1.49it/s, loss=0.657, pair=0.036, adv=3.708, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.673, pair=0.037, adv=3.969, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:53<01:58,  1.42it/s, loss=0.673, pair=0.037, adv=3.969, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.644, pair=0.022, adv=3.766, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:53,  1.48it/s, loss=0.644, pair=0.022, adv=3.766, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:53,  1.48it/s, loss=0.668, pair=0.044, adv=3.436, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:54<01:56,  1.43it/s, loss=0.668, pair=0.044, adv=3.436, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:56,  1.43it/s, loss=0.654, pair=0.033, adv=3.712, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:55<01:50,  1.50it/s, loss=0.654, pair=0.033, adv=3.712, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:50,  1.50it/s, loss=0.647, pair=0.027, adv=3.457, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:56,  1.40it/s, loss=0.647, pair=0.027, adv=3.457, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:56,  1.40it/s, loss=0.648, pair=0.071, adv=3.885, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:56<01:48,  1.50it/s, loss=0.648, pair=0.071, adv=3.885, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.657, pair=0.052, adv=3.615, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:57<01:52,  1.44it/s, loss=0.657, pair=0.052, adv=3.615, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:52,  1.44it/s, loss=0.642, pair=0.082, adv=3.431, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:47,  1.50it/s, loss=0.642, pair=0.082, adv=3.431, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:47,  1.50it/s, loss=0.676, pair=0.062, adv=3.362, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.676, pair=0.062, adv=3.362, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.624, pair=0.036, adv=3.328, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  52%|▌| 174/333 [01:59<01:44,  1.51it/s, loss=0.624, pair=0.036, adv=3.328, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:44,  1.51it/s, loss=0.679, pair=0.042, adv=3.380, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:49,  1.45it/s, loss=0.679, pair=0.042, adv=3.380, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:49,  1.45it/s, loss=0.645, pair=0.044, adv=3.787, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:00<01:44,  1.50it/s, loss=0.645, pair=0.044, adv=3.787, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.671, pair=0.078, adv=3.500, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:01<01:49,  1.43it/s, loss=0.671, pair=0.078, adv=3.500, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.43it/s, loss=0.637, pair=0.036, adv=3.624, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:43,  1.50it/s, loss=0.637, pair=0.036, adv=3.624, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:43,  1.50it/s, loss=0.647, pair=0.023, adv=3.096, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:47,  1.43it/s, loss=0.647, pair=0.023, adv=3.096, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:47,  1.43it/s, loss=0.638, pair=0.052, adv=3.381, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:03<01:42,  1.49it/s, loss=0.638, pair=0.052, adv=3.381, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.675, pair=0.043, adv=3.859, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:04<01:47,  1.42it/s, loss=0.675, pair=0.043, adv=3.859, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:47,  1.42it/s, loss=0.623, pair=0.014, adv=3.393, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.623, pair=0.014, adv=3.393, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.647, pair=0.031, adv=3.366, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:05<01:45,  1.43it/s, loss=0.647, pair=0.031, adv=3.366, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:45,  1.43it/s, loss=0.647, pair=0.051, adv=3.930, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:06<01:40,  1.48it/s, loss=0.647, pair=0.051, adv=3.930, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.665, pair=0.041, adv=3.845, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:44,  1.41it/s, loss=0.665, pair=0.041, adv=3.845, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:44,  1.41it/s, loss=0.627, pair=0.022, adv=3.605, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:07<01:39,  1.48it/s, loss=0.627, pair=0.022, adv=3.605, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:39,  1.48it/s, loss=0.675, pair=0.019, adv=3.826, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:08<01:42,  1.42it/s, loss=0.675, pair=0.019, adv=3.826, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.625, pair=0.052, adv=3.545, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:36,  1.51it/s, loss=0.625, pair=0.052, adv=3.545, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:36,  1.51it/s, loss=0.662, pair=0.031, adv=3.535, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:09<01:39,  1.45it/s, loss=0.662, pair=0.031, adv=3.535, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:39,  1.45it/s, loss=0.828, pair=0.068, adv=3.331, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:10<01:35,  1.50it/s, loss=0.828, pair=0.068, adv=3.331, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:35,  1.50it/s, loss=0.675, pair=0.022, adv=3.571, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:38,  1.44it/s, loss=0.675, pair=0.022, adv=3.571, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:11<01:38,  1.44it/s, loss=0.665, pair=0.066, adv=3.559, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:11<01:34,  1.49it/s, loss=0.665, pair=0.066, adv=3.559, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:34,  1.49it/s, loss=0.647, pair=0.050, adv=3.302, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:12<01:38,  1.42it/s, loss=0.647, pair=0.050, adv=3.302, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.42it/s, loss=0.621, pair=0.030, adv=3.635, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:13<01:33,  1.49it/s, loss=0.621, pair=0.030, adv=3.635, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.49it/s, loss=0.659, pair=0.028, adv=3.379, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:35,  1.45it/s, loss=0.659, pair=0.028, adv=3.379, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:35,  1.45it/s, loss=0.644, pair=0.012, adv=3.492, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:14<01:31,  1.50it/s, loss=0.644, pair=0.012, adv=3.492, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:31,  1.50it/s, loss=0.736, pair=0.045, adv=3.585, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:33,  1.46it/s, loss=0.736, pair=0.045, adv=3.585, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:15<01:33,  1.46it/s, loss=0.629, pair=0.005, adv=3.858, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:15<01:28,  1.52it/s, loss=0.629, pair=0.005, adv=3.858, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:28,  1.52it/s, loss=0.655, pair=0.011, adv=3.788, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:16<01:32,  1.45it/s, loss=0.655, pair=0.011, adv=3.788, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:32,  1.45it/s, loss=0.642, pair=0.105, adv=3.480, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:17<01:26,  1.53it/s, loss=0.642, pair=0.105, adv=3.480, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:26,  1.53it/s, loss=0.662, pair=0.040, adv=3.647, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:31,  1.44it/s, loss=0.662, pair=0.040, adv=3.647, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:31,  1.44it/s, loss=0.643, pair=0.024, adv=3.505, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:18<01:27,  1.49it/s, loss=0.643, pair=0.024, adv=3.505, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.666, pair=0.019, adv=3.563, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:19<01:31,  1.42it/s, loss=0.666, pair=0.019, adv=3.563, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.678, pair=0.023, adv=3.726, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:26,  1.49it/s, loss=0.678, pair=0.023, adv=3.726, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:26,  1.49it/s, loss=0.670, pair=0.027, adv=3.487, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:20<01:31,  1.40it/s, loss=0.670, pair=0.027, adv=3.487, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:31,  1.40it/s, loss=0.628, pair=0.027, adv=3.960, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:21<01:24,  1.50it/s, loss=0.628, pair=0.027, adv=3.960, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.666, pair=0.026, adv=3.565, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.42it/s, loss=0.666, pair=0.026, adv=3.565, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.42it/s, loss=0.639, pair=0.060, adv=3.595, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:22<01:24,  1.49it/s, loss=0.639, pair=0.060, adv=3.595, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:24,  1.49it/s, loss=0.644, pair=0.070, adv=3.720, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:23<01:25,  1.44it/s, loss=0.644, pair=0.070, adv=3.720, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:25,  1.44it/s, loss=0.658, pair=0.054, adv=3.703, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:21,  1.51it/s, loss=0.658, pair=0.054, adv=3.703, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:24<01:21,  1.51it/s, loss=0.756, pair=0.083, adv=3.402, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:24<01:23,  1.46it/s, loss=0.756, pair=0.083, adv=3.402, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:23,  1.46it/s, loss=0.645, pair=0.085, adv=4.036, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:25<01:20,  1.51it/s, loss=0.645, pair=0.085, adv=4.036, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:20,  1.51it/s, loss=0.699, pair=0.045, adv=3.415, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:26<01:23,  1.44it/s, loss=0.699, pair=0.045, adv=3.415, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:26<01:23,  1.44it/s, loss=0.630, pair=0.039, adv=3.728, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:26<01:18,  1.52it/s, loss=0.630, pair=0.039, adv=3.728, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:18,  1.52it/s, loss=0.656, pair=0.065, adv=3.512, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:27<01:21,  1.45it/s, loss=0.656, pair=0.065, adv=3.512, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:21,  1.45it/s, loss=0.653, pair=0.045, adv=3.658, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:28<01:18,  1.50it/s, loss=0.653, pair=0.045, adv=3.658, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:18,  1.50it/s, loss=0.686, pair=0.050, adv=3.587, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:21,  1.43it/s, loss=0.686, pair=0.050, adv=3.587, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:29<01:21,  1.43it/s, loss=0.606, pair=0.038, adv=2.955, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:29<01:16,  1.51it/s, loss=0.606, pair=0.038, adv=2.955, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:16,  1.51it/s, loss=0.733, pair=0.065, adv=3.565, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:30<01:18,  1.45it/s, loss=0.733, pair=0.065, adv=3.565, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:30<01:18,  1.45it/s, loss=0.613, pair=0.095, adv=2.930, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:30<01:13,  1.53it/s, loss=0.613, pair=0.095, adv=2.930, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:31<01:13,  1.53it/s, loss=0.667, pair=0.039, adv=3.367, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:31<01:17,  1.45it/s, loss=0.667, pair=0.039, adv=3.367, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:17,  1.45it/s, loss=0.651, pair=0.041, adv=3.478, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:32<01:13,  1.50it/s, loss=0.651, pair=0.041, adv=3.478, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:13,  1.50it/s, loss=0.666, pair=0.033, adv=3.460, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:16,  1.43it/s, loss=0.666, pair=0.033, adv=3.460, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:33<01:16,  1.43it/s, loss=0.624, pair=0.035, adv=3.247, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:33<01:12,  1.50it/s, loss=0.624, pair=0.035, adv=3.247, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.654, pair=0.056, adv=3.446, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:34<01:15,  1.44it/s, loss=0.654, pair=0.056, adv=3.446, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.44it/s, loss=0.592, pair=0.084, adv=2.909, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:10,  1.52it/s, loss=0.592, pair=0.084, adv=2.909, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:35<01:10,  1.52it/s, loss=0.692, pair=0.063, adv=3.698, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:35<01:13,  1.44it/s, loss=0.692, pair=0.063, adv=3.698, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:13,  1.44it/s, loss=0.633, pair=0.032, adv=3.310, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:36<01:09,  1.52it/s, loss=0.633, pair=0.032, adv=3.310, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:09,  1.52it/s, loss=0.666, pair=0.034, adv=3.447, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:11,  1.45it/s, loss=0.666, pair=0.034, adv=3.447, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:37<01:11,  1.45it/s, loss=0.677, pair=0.019, adv=3.567, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:37<01:07,  1.53it/s, loss=0.677, pair=0.019, adv=3.567, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:07,  1.53it/s, loss=0.671, pair=0.072, adv=3.433, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:38<01:09,  1.48it/s, loss=0.671, pair=0.072, adv=3.433, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:09,  1.48it/s, loss=0.645, pair=0.076, adv=3.893, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:39<01:05,  1.53it/s, loss=0.645, pair=0.076, adv=3.893, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:39<01:05,  1.53it/s, loss=0.659, pair=0.046, adv=3.306, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:39<01:08,  1.47it/s, loss=0.659, pair=0.046, adv=3.306, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:08,  1.47it/s, loss=0.669, pair=0.213, adv=3.347, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:40<01:04,  1.54it/s, loss=0.669, pair=0.213, adv=3.347, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:04,  1.54it/s, loss=0.684, pair=0.136, adv=3.694, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:41<01:07,  1.46it/s, loss=0.684, pair=0.136, adv=3.694, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:41<01:07,  1.46it/s, loss=0.662, pair=0.149, adv=3.439, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:41<01:04,  1.51it/s, loss=0.662, pair=0.149, adv=3.439, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:42<01:04,  1.51it/s, loss=0.670, pair=0.092, adv=3.580, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:42<01:09,  1.39it/s, loss=0.670, pair=0.092, adv=3.580, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:09,  1.39it/s, loss=0.667, pair=0.083, adv=3.491, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:43<01:05,  1.45it/s, loss=0.667, pair=0.083, adv=3.491, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:43<01:05,  1.45it/s, loss=0.616, pair=0.060, adv=3.036, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:43<01:07,  1.40it/s, loss=0.616, pair=0.060, adv=3.036, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:44<01:07,  1.40it/s, loss=0.644, pair=0.078, adv=3.280, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:44<01:03,  1.46it/s, loss=0.644, pair=0.078, adv=3.280, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.46it/s, loss=0.726, pair=0.072, adv=3.470, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:45<01:03,  1.45it/s, loss=0.726, pair=0.072, adv=3.470, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:45<01:03,  1.45it/s, loss=0.650, pair=0.067, adv=3.938, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:45<01:00,  1.50it/s, loss=0.650, pair=0.067, adv=3.938, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:46<01:00,  1.50it/s, loss=0.670, pair=0.136, adv=3.556, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:46<01:05,  1.38it/s, loss=0.670, pair=0.136, adv=3.556, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:05,  1.38it/s, loss=0.670, pair=0.136, adv=3.839, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:47<01:01,  1.45it/s, loss=0.670, pair=0.136, adv=3.839, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<01:01,  1.45it/s, loss=0.678, pair=0.071, adv=3.553, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:03,  1.38it/s, loss=0.678, pair=0.071, adv=3.553, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:48<01:03,  1.38it/s, loss=0.634, pair=0.028, adv=3.719, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:48<01:00,  1.45it/s, loss=0.634, pair=0.028, adv=3.719, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<01:00,  1.45it/s, loss=0.660, pair=0.106, adv=3.776, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:49<01:01,  1.39it/s, loss=0.660, pair=0.106, adv=3.776, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<01:01,  1.39it/s, loss=0.671, pair=0.059, adv=3.693, sprd=0.035
Ep 019/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:58,  1.44it/s, loss=0.671, pair=0.059, adv=3.693, sprd=0.035
Ep 019/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:50<00:58,  1.44it/s, loss=0.757, pair=0.040, adv=3.921, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:50<01:00,  1.40it/s, loss=0.757, pair=0.040, adv=3.921, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<01:00,  1.40it/s, loss=0.692, pair=0.022, adv=3.982, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:51<00:57,  1.44it/s, loss=0.692, pair=0.022, adv=3.982, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:57,  1.44it/s, loss=0.649, pair=0.045, adv=3.596, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:52<00:59,  1.39it/s, loss=0.649, pair=0.045, adv=3.596, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:59,  1.39it/s, loss=0.635, pair=0.038, adv=3.767, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:55,  1.45it/s, loss=0.635, pair=0.038, adv=3.767, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:55,  1.45it/s, loss=0.665, pair=0.055, adv=3.674, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:53<00:58,  1.37it/s, loss=0.665, pair=0.055, adv=3.674, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:58,  1.37it/s, loss=0.652, pair=0.024, adv=3.755, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:54<00:54,  1.44it/s, loss=0.652, pair=0.024, adv=3.755, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:54,  1.44it/s, loss=0.662, pair=0.020, adv=3.790, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:56,  1.39it/s, loss=0.662, pair=0.020, adv=3.790, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:55<00:56,  1.39it/s, loss=0.645, pair=0.031, adv=3.668, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:55<00:52,  1.46it/s, loss=0.645, pair=0.031, adv=3.668, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:52,  1.46it/s, loss=0.637, pair=0.044, adv=3.081, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:56<00:52,  1.43it/s, loss=0.637, pair=0.044, adv=3.081, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:52,  1.43it/s, loss=0.637, pair=0.052, adv=3.818, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:50,  1.48it/s, loss=0.637, pair=0.052, adv=3.818, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:57<00:50,  1.48it/s, loss=0.692, pair=0.033, adv=3.587, sprd=0.035
Ep 019/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:57<00:52,  1.42it/s, loss=0.692, pair=0.033, adv=3.587, sprd=0.035
Ep 019/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.632, pair=0.056, adv=3.691, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:58<00:49,  1.48it/s, loss=0.632, pair=0.056, adv=3.691, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:49,  1.48it/s, loss=0.663, pair=0.028, adv=3.737, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  78%|▊| 261/333 [02:59<00:50,  1.43it/s, loss=0.663, pair=0.028, adv=3.737, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  78%|▊| 261/333 [02:59<00:50,  1.43it/s, loss=0.676, pair=0.053, adv=3.848, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  79%|▊| 262/333 [02:59<00:48,  1.46it/s, loss=0.676, pair=0.053, adv=3.848, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:48,  1.46it/s, loss=0.678, pair=0.053, adv=3.540, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:00<00:52,  1.34it/s, loss=0.678, pair=0.053, adv=3.540, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:52,  1.34it/s, loss=0.648, pair=0.048, adv=3.490, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:01<00:48,  1.43it/s, loss=0.648, pair=0.048, adv=3.490, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:48,  1.43it/s, loss=0.646, pair=0.010, adv=3.548, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:49,  1.37it/s, loss=0.646, pair=0.010, adv=3.548, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:49,  1.37it/s, loss=0.654, pair=0.030, adv=3.457, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:02<00:46,  1.44it/s, loss=0.654, pair=0.030, adv=3.457, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:46,  1.44it/s, loss=0.671, pair=0.033, adv=3.307, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:03<00:47,  1.39it/s, loss=0.671, pair=0.033, adv=3.307, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:47,  1.39it/s, loss=0.632, pair=0.044, adv=3.592, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:44,  1.46it/s, loss=0.632, pair=0.044, adv=3.592, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:44,  1.46it/s, loss=0.652, pair=0.020, adv=3.356, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:47,  1.36it/s, loss=0.652, pair=0.020, adv=3.356, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:47,  1.36it/s, loss=0.631, pair=0.057, adv=3.365, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:05<00:43,  1.45it/s, loss=0.631, pair=0.057, adv=3.365, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:43,  1.45it/s, loss=0.687, pair=0.071, adv=3.811, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:06<00:44,  1.41it/s, loss=0.687, pair=0.071, adv=3.811, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.41it/s, loss=0.643, pair=0.056, adv=3.610, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.643, pair=0.056, adv=3.610, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.653, pair=0.038, adv=3.664, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:07<00:42,  1.43it/s, loss=0.653, pair=0.038, adv=3.664, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.647, pair=0.053, adv=3.779, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:08<00:39,  1.50it/s, loss=0.647, pair=0.053, adv=3.779, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.50it/s, loss=0.688, pair=0.145, adv=3.636, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:39,  1.46it/s, loss=0.688, pair=0.145, adv=3.636, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:39,  1.46it/s, loss=0.669, pair=0.026, adv=3.798, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:09<00:38,  1.49it/s, loss=0.669, pair=0.026, adv=3.798, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.666, pair=0.083, adv=3.549, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:10<00:38,  1.45it/s, loss=0.666, pair=0.083, adv=3.549, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.45it/s, loss=0.660, pair=0.055, adv=3.573, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.50it/s, loss=0.660, pair=0.055, adv=3.573, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.50it/s, loss=0.647, pair=0.035, adv=3.630, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:11<00:38,  1.40it/s, loss=0.647, pair=0.035, adv=3.630, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:38,  1.40it/s, loss=0.611, pair=0.103, adv=2.949, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:12<00:35,  1.50it/s, loss=0.611, pair=0.103, adv=2.949, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.50it/s, loss=0.715, pair=0.047, adv=3.207, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.44it/s, loss=0.715, pair=0.047, adv=3.207, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.44it/s, loss=0.655, pair=0.036, adv=3.879, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:13<00:34,  1.48it/s, loss=0.655, pair=0.036, adv=3.879, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.620, pair=0.040, adv=3.084, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:14<00:34,  1.43it/s, loss=0.620, pair=0.040, adv=3.084, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.43it/s, loss=0.650, pair=0.095, adv=3.797, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.650, pair=0.095, adv=3.797, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.658, pair=0.009, adv=3.933, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:15<00:33,  1.44it/s, loss=0.658, pair=0.009, adv=3.933, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.44it/s, loss=0.647, pair=0.022, adv=3.543, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:16<00:31,  1.49it/s, loss=0.647, pair=0.022, adv=3.543, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.658, pair=0.023, adv=3.489, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:31,  1.45it/s, loss=0.658, pair=0.023, adv=3.489, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:17<00:31,  1.45it/s, loss=0.636, pair=0.048, adv=3.478, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:17<00:29,  1.52it/s, loss=0.636, pair=0.048, adv=3.478, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:29,  1.52it/s, loss=0.659, pair=0.045, adv=3.320, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:18<00:30,  1.46it/s, loss=0.659, pair=0.045, adv=3.320, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.46it/s, loss=0.627, pair=0.027, adv=3.582, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:19<00:28,  1.52it/s, loss=0.627, pair=0.027, adv=3.582, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.52it/s, loss=0.665, pair=0.051, adv=3.467, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:28,  1.45it/s, loss=0.665, pair=0.051, adv=3.467, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:20<00:28,  1.45it/s, loss=0.638, pair=0.020, adv=3.454, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:20<00:27,  1.51it/s, loss=0.638, pair=0.020, adv=3.454, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:27,  1.51it/s, loss=0.671, pair=0.016, adv=3.467, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:21<00:27,  1.43it/s, loss=0.671, pair=0.016, adv=3.467, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:27,  1.43it/s, loss=0.638, pair=0.013, adv=3.549, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.49it/s, loss=0.638, pair=0.013, adv=3.549, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.49it/s, loss=0.646, pair=0.022, adv=3.632, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:22<00:26,  1.42it/s, loss=0.646, pair=0.022, adv=3.632, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.636, pair=0.016, adv=3.482, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:23<00:25,  1.47it/s, loss=0.636, pair=0.016, adv=3.482, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.642, pair=0.008, adv=3.715, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.42it/s, loss=0.642, pair=0.008, adv=3.715, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.42it/s, loss=0.616, pair=0.028, adv=3.243, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:24<00:23,  1.50it/s, loss=0.616, pair=0.028, adv=3.243, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.50it/s, loss=0.673, pair=0.018, adv=3.582, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:25<00:23,  1.42it/s, loss=0.673, pair=0.018, adv=3.582, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.42it/s, loss=0.654, pair=0.039, adv=3.708, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:26<00:22,  1.47it/s, loss=0.654, pair=0.039, adv=3.708, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.47it/s, loss=0.663, pair=0.015, adv=3.749, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:23,  1.36it/s, loss=0.663, pair=0.015, adv=3.749, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:23,  1.36it/s, loss=0.693, pair=0.025, adv=3.429, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:27<00:21,  1.46it/s, loss=0.693, pair=0.025, adv=3.429, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:21,  1.46it/s, loss=0.666, pair=0.102, adv=3.437, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:28<00:21,  1.38it/s, loss=0.666, pair=0.102, adv=3.437, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.647, pair=0.081, adv=3.403, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.46it/s, loss=0.647, pair=0.081, adv=3.403, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.46it/s, loss=0.678, pair=0.092, adv=3.692, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:29<00:19,  1.41it/s, loss=0.678, pair=0.092, adv=3.692, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.41it/s, loss=0.663, pair=0.075, adv=3.811, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:30<00:18,  1.47it/s, loss=0.663, pair=0.075, adv=3.811, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.47it/s, loss=0.667, pair=0.051, adv=3.721, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.42it/s, loss=0.667, pair=0.051, adv=3.721, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.42it/s, loss=0.626, pair=0.049, adv=3.203, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:31<00:16,  1.50it/s, loss=0.626, pair=0.049, adv=3.203, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.50it/s, loss=0.663, pair=0.022, adv=3.623, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:32<00:16,  1.43it/s, loss=0.663, pair=0.022, adv=3.623, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.641, pair=0.044, adv=3.459, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.50it/s, loss=0.641, pair=0.044, adv=3.459, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.50it/s, loss=0.663, pair=0.035, adv=3.573, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:33<00:15,  1.46it/s, loss=0.663, pair=0.035, adv=3.573, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.46it/s, loss=0.628, pair=0.015, adv=3.475, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:34<00:13,  1.53it/s, loss=0.628, pair=0.015, adv=3.475, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:13,  1.53it/s, loss=0.655, pair=0.029, adv=3.453, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:13,  1.45it/s, loss=0.655, pair=0.029, adv=3.453, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:35<00:13,  1.45it/s, loss=0.630, pair=0.022, adv=3.597, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:35<00:12,  1.50it/s, loss=0.630, pair=0.022, adv=3.597, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.683, pair=0.045, adv=3.624, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:36<00:13,  1.37it/s, loss=0.683, pair=0.045, adv=3.624, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:13,  1.37it/s, loss=0.620, pair=0.032, adv=3.332, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.620, pair=0.032, adv=3.332, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.686, pair=0.083, adv=3.547, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:37<00:11,  1.41it/s, loss=0.686, pair=0.083, adv=3.547, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.41it/s, loss=0.807, pair=0.602, adv=3.584, sprd=0.035
Ep 019/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:38<00:10,  1.47it/s, loss=0.807, pair=0.602, adv=3.584, sprd=0.035
Ep 019/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.705, pair=0.083, adv=3.784, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:39<00:10,  1.37it/s, loss=0.705, pair=0.083, adv=3.784, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:10,  1.37it/s, loss=0.666, pair=0.051, adv=3.622, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:09,  1.44it/s, loss=0.666, pair=0.051, adv=3.622, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:09,  1.44it/s, loss=0.667, pair=0.046, adv=3.359, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:40<00:08,  1.39it/s, loss=0.667, pair=0.046, adv=3.359, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.39it/s, loss=0.653, pair=0.075, adv=3.449, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.47it/s, loss=0.653, pair=0.075, adv=3.449, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.656, pair=0.013, adv=3.317, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.41it/s, loss=0.656, pair=0.013, adv=3.317, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.41it/s, loss=0.629, pair=0.029, adv=3.418, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.629, pair=0.029, adv=3.418, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.663, pair=0.081, adv=3.320, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.663, pair=0.081, adv=3.320, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.643, pair=0.044, adv=3.497, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.51it/s, loss=0.643, pair=0.044, adv=3.497, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.51it/s, loss=0.671, pair=0.034, adv=3.709, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:44<00:04,  1.46it/s, loss=0.671, pair=0.034, adv=3.709, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.46it/s, loss=0.649, pair=0.056, adv=3.810, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.649, pair=0.056, adv=3.810, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.666, pair=0.035, adv=3.486, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.47it/s, loss=0.666, pair=0.035, adv=3.486, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.47it/s, loss=0.645, pair=0.045, adv=3.619, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:46<00:01,  1.51it/s, loss=0.645, pair=0.045, adv=3.619, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.664, pair=0.051, adv=3.478, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:47<00:01,  1.47it/s, loss=0.664, pair=0.051, adv=3.478, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.47it/s, loss=0.732, pair=0.041, adv=3.306, sprd=0.030
Ep 019/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.53it/s, loss=0.732, pair=0.041, adv=3.306, sprd=0.030
Ep 019/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.53it/s, loss=0.646, pair=0.012, adv=3.541, sprd=0.027
Ep 019/60 [S1→S2:ramp]: 100%|█| 333/333 [03:48<00:00,  1.43it/s, loss=0.646, pair=0.012, adv=3.541, sprd=0.027
                                                                                                              
Epoch 019/60 [S1→S2:ramp]  loss=0.6597  mat=0.2324  sens=1.0619  pair=0.0597  adv=3.5337(rand=3.37)  deg=0.0175  orth=0.0096  spread=0.0266  q_mean=50.1  q_std=11.8  α=0.26 β=0.24 γ=0.68 λ_grl=0.600  lr=8.04e-05  229s

Ep 020/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 020/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.668, pair=0.017, adv=3.500, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:26,  1.16s/it, loss=0.668, pair=0.017, adv=3.500, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:26,  1.16s/it, loss=0.656, pair=0.021, adv=3.328, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:33,  1.21it/s, loss=0.656, pair=0.021, adv=3.328, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:33,  1.21it/s, loss=0.688, pair=0.013, adv=3.622, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:24,  1.25it/s, loss=0.688, pair=0.013, adv=3.622, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:24,  1.25it/s, loss=0.676, pair=0.027, adv=3.818, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:01,  1.36it/s, loss=0.676, pair=0.027, adv=3.818, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:01,  1.36it/s, loss=0.719, pair=0.035, adv=3.755, sprd=0.036]
Ep 020/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<04:08,  1.32it/s, loss=0.719, pair=0.035, adv=3.755, sprd=0.036]
Ep 020/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:08,  1.32it/s, loss=0.682, pair=0.082, adv=3.394, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:48,  1.43it/s, loss=0.682, pair=0.082, adv=3.394, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:48,  1.43it/s, loss=0.714, pair=0.031, adv=3.946, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:57,  1.37it/s, loss=0.714, pair=0.031, adv=3.946, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:57,  1.37it/s, loss=0.684, pair=0.052, adv=3.474, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:43,  1.46it/s, loss=0.684, pair=0.052, adv=3.474, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:43,  1.46it/s, loss=0.691, pair=0.024, adv=3.835, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:47,  1.42it/s, loss=0.691, pair=0.024, adv=3.835, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:47,  1.42it/s, loss=0.671, pair=0.034, adv=3.551, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:37,  1.49it/s, loss=0.671, pair=0.034, adv=3.551, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:37,  1.49it/s, loss=0.803, pair=0.430, adv=3.697, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   3%| | 11/333 [00:07<03:40,  1.46it/s, loss=0.803, pair=0.430, adv=3.697, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:40,  1.46it/s, loss=0.687, pair=0.027, adv=3.677, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:31,  1.52it/s, loss=0.687, pair=0.027, adv=3.677, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:31,  1.52it/s, loss=0.677, pair=0.005, adv=3.515, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:52,  1.38it/s, loss=0.677, pair=0.005, adv=3.515, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:52,  1.38it/s, loss=0.665, pair=0.020, adv=3.520, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:39,  1.45it/s, loss=0.665, pair=0.020, adv=3.520, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:39,  1.45it/s, loss=0.708, pair=0.024, adv=3.559, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:46,  1.40it/s, loss=0.708, pair=0.024, adv=3.559, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:46,  1.40it/s, loss=0.674, pair=0.026, adv=3.675, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:36,  1.46it/s, loss=0.674, pair=0.026, adv=3.675, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:36,  1.46it/s, loss=0.684, pair=0.016, adv=3.503, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:45,  1.40it/s, loss=0.684, pair=0.016, adv=3.503, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:45,  1.40it/s, loss=0.673, pair=0.045, adv=3.505, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:31,  1.49it/s, loss=0.673, pair=0.045, adv=3.505, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:31,  1.49it/s, loss=0.701, pair=0.029, adv=3.768, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:46,  1.39it/s, loss=0.701, pair=0.029, adv=3.768, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:46,  1.39it/s, loss=0.682, pair=0.014, adv=3.413, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:35,  1.45it/s, loss=0.682, pair=0.014, adv=3.413, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   6%| | 20/333 [00:15<03:35,  1.45it/s, loss=0.707, pair=0.019, adv=3.445, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:53,  1.33it/s, loss=0.707, pair=0.019, adv=3.445, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:53,  1.33it/s, loss=0.678, pair=0.088, adv=3.305, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:35,  1.44it/s, loss=0.678, pair=0.088, adv=3.305, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:35,  1.44it/s, loss=0.687, pair=0.023, adv=3.522, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:43,  1.39it/s, loss=0.687, pair=0.023, adv=3.522, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   7%| | 23/333 [00:17<03:43,  1.39it/s, loss=0.666, pair=0.019, adv=3.450, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.666, pair=0.019, adv=3.450, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.710, pair=0.069, adv=3.441, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:34,  1.43it/s, loss=0.710, pair=0.069, adv=3.441, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:34,  1.43it/s, loss=0.688, pair=0.014, adv=3.800, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:27,  1.48it/s, loss=0.688, pair=0.014, adv=3.800, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:27,  1.48it/s, loss=0.713, pair=0.082, adv=3.642, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:33,  1.43it/s, loss=0.713, pair=0.082, adv=3.642, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:33,  1.43it/s, loss=0.710, pair=0.065, adv=3.711, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:26,  1.47it/s, loss=0.710, pair=0.065, adv=3.711, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:26,  1.47it/s, loss=0.696, pair=0.082, adv=3.322, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:32,  1.43it/s, loss=0.696, pair=0.082, adv=3.322, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:32,  1.43it/s, loss=0.677, pair=0.048, adv=3.486, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.677, pair=0.048, adv=3.486, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.717, pair=0.077, adv=3.662, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:29,  1.44it/s, loss=0.717, pair=0.077, adv=3.662, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:29,  1.44it/s, loss=0.665, pair=0.014, adv=3.907, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:22,  1.49it/s, loss=0.665, pair=0.014, adv=3.907, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:22,  1.49it/s, loss=0.700, pair=0.071, adv=3.642, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:30,  1.43it/s, loss=0.700, pair=0.071, adv=3.642, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:30,  1.43it/s, loss=0.691, pair=0.008, adv=3.827, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:22,  1.48it/s, loss=0.691, pair=0.008, adv=3.827, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:22,  1.48it/s, loss=0.727, pair=0.122, adv=3.677, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.727, pair=0.122, adv=3.677, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:29,  1.42it/s, loss=0.669, pair=0.050, adv=3.226, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:21,  1.48it/s, loss=0.669, pair=0.050, adv=3.226, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  11%| | 36/333 [00:26<03:21,  1.48it/s, loss=0.681, pair=0.026, adv=3.473, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:25,  1.44it/s, loss=0.681, pair=0.026, adv=3.473, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:25,  1.44it/s, loss=0.678, pair=0.017, adv=3.435, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:17,  1.50it/s, loss=0.678, pair=0.017, adv=3.435, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:17,  1.50it/s, loss=0.691, pair=0.062, adv=3.262, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:22,  1.45it/s, loss=0.691, pair=0.062, adv=3.262, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  12%| | 39/333 [00:28<03:22,  1.45it/s, loss=0.686, pair=0.066, adv=3.827, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:14,  1.50it/s, loss=0.686, pair=0.066, adv=3.827, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:14,  1.50it/s, loss=0.698, pair=0.016, adv=3.478, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:23,  1.44it/s, loss=0.698, pair=0.016, adv=3.478, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:23,  1.44it/s, loss=0.675, pair=0.069, adv=3.704, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:14,  1.49it/s, loss=0.675, pair=0.069, adv=3.704, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:14,  1.49it/s, loss=0.723, pair=0.078, adv=3.079, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.723, pair=0.078, adv=3.079, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:21,  1.44it/s, loss=0.648, pair=0.014, adv=3.159, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:13,  1.49it/s, loss=0.648, pair=0.014, adv=3.159, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:13,  1.49it/s, loss=0.691, pair=0.042, adv=3.614, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:18,  1.45it/s, loss=0.691, pair=0.042, adv=3.614, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:18,  1.45it/s, loss=0.639, pair=0.024, adv=3.163, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:08,  1.52it/s, loss=0.639, pair=0.024, adv=3.163, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:08,  1.52it/s, loss=0.685, pair=0.007, adv=3.459, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:17,  1.45it/s, loss=0.685, pair=0.007, adv=3.459, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:17,  1.45it/s, loss=0.662, pair=0.044, adv=3.322, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:08,  1.51it/s, loss=0.662, pair=0.044, adv=3.322, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:08,  1.51it/s, loss=0.734, pair=0.045, adv=3.441, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.41it/s, loss=0.734, pair=0.045, adv=3.441, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.41it/s, loss=0.665, pair=0.029, adv=3.538, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:09,  1.50it/s, loss=0.665, pair=0.029, adv=3.538, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:09,  1.50it/s, loss=0.695, pair=0.038, adv=3.473, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:15,  1.44it/s, loss=0.695, pair=0.038, adv=3.473, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:15,  1.44it/s, loss=0.693, pair=0.028, adv=3.882, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:06,  1.50it/s, loss=0.693, pair=0.028, adv=3.882, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:06,  1.50it/s, loss=0.680, pair=0.015, adv=3.963, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:14,  1.44it/s, loss=0.680, pair=0.015, adv=3.963, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:14,  1.44it/s, loss=0.663, pair=0.062, adv=3.467, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:03,  1.52it/s, loss=0.663, pair=0.062, adv=3.467, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:03,  1.52it/s, loss=0.695, pair=0.033, adv=3.761, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.695, pair=0.033, adv=3.761, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.668, pair=0.048, adv=3.243, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:05,  1.49it/s, loss=0.668, pair=0.048, adv=3.243, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:05,  1.49it/s, loss=0.679, pair=0.034, adv=3.839, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:13,  1.43it/s, loss=0.679, pair=0.034, adv=3.839, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:13,  1.43it/s, loss=0.662, pair=0.057, adv=3.578, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.662, pair=0.057, adv=3.578, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.705, pair=0.032, adv=3.689, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:40<03:07,  1.46it/s, loss=0.705, pair=0.032, adv=3.689, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:07,  1.46it/s, loss=0.655, pair=0.029, adv=3.460, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<02:58,  1.53it/s, loss=0.655, pair=0.029, adv=3.460, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<02:58,  1.53it/s, loss=0.708, pair=0.064, adv=3.801, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:06,  1.46it/s, loss=0.708, pair=0.064, adv=3.801, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:06,  1.46it/s, loss=0.656, pair=0.025, adv=3.568, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:42<02:58,  1.52it/s, loss=0.656, pair=0.025, adv=3.568, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<02:58,  1.52it/s, loss=0.688, pair=0.031, adv=4.005, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:07,  1.44it/s, loss=0.688, pair=0.031, adv=4.005, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.686, pair=0.050, adv=3.736, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:55,  1.53it/s, loss=0.686, pair=0.050, adv=3.736, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<02:55,  1.53it/s, loss=0.688, pair=0.044, adv=3.354, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:03,  1.46it/s, loss=0.688, pair=0.044, adv=3.354, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:03,  1.46it/s, loss=0.666, pair=0.027, adv=3.867, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<02:57,  1.51it/s, loss=0.666, pair=0.027, adv=3.867, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<02:57,  1.51it/s, loss=0.694, pair=0.052, adv=3.579, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:02,  1.46it/s, loss=0.694, pair=0.052, adv=3.579, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:02,  1.46it/s, loss=0.685, pair=0.025, adv=3.780, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:46<02:52,  1.53it/s, loss=0.685, pair=0.025, adv=3.780, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:52,  1.53it/s, loss=0.687, pair=0.023, adv=3.604, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<02:59,  1.47it/s, loss=0.687, pair=0.023, adv=3.604, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<02:59,  1.47it/s, loss=0.672, pair=0.022, adv=3.902, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:53,  1.52it/s, loss=0.672, pair=0.022, adv=3.902, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:53,  1.52it/s, loss=0.679, pair=0.047, adv=3.829, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.679, pair=0.047, adv=3.829, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.701, pair=0.055, adv=3.597, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:56,  1.48it/s, loss=0.701, pair=0.055, adv=3.597, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.730, pair=0.034, adv=3.497, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:06,  1.39it/s, loss=0.730, pair=0.034, adv=3.497, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:06,  1.39it/s, loss=0.688, pair=0.025, adv=3.901, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:58,  1.45it/s, loss=0.688, pair=0.025, adv=3.901, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:58,  1.45it/s, loss=0.687, pair=0.011, adv=3.485, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<03:01,  1.42it/s, loss=0.687, pair=0.011, adv=3.485, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.672, pair=0.024, adv=3.468, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:52,  1.49it/s, loss=0.672, pair=0.024, adv=3.468, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:52,  1.49it/s, loss=0.701, pair=0.011, adv=3.796, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:04,  1.39it/s, loss=0.701, pair=0.011, adv=3.796, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:04,  1.39it/s, loss=0.681, pair=0.024, adv=3.700, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:56,  1.45it/s, loss=0.681, pair=0.024, adv=3.700, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:56,  1.45it/s, loss=0.687, pair=0.052, adv=3.621, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:59,  1.41it/s, loss=0.687, pair=0.052, adv=3.621, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.680, pair=0.033, adv=3.518, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:51,  1.47it/s, loss=0.680, pair=0.033, adv=3.518, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:51,  1.47it/s, loss=0.705, pair=0.004, adv=3.803, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:59,  1.40it/s, loss=0.705, pair=0.004, adv=3.803, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:59,  1.40it/s, loss=0.659, pair=0.005, adv=3.727, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:51,  1.46it/s, loss=0.659, pair=0.005, adv=3.727, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:51,  1.46it/s, loss=0.693, pair=0.008, adv=3.627, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:57,  1.41it/s, loss=0.693, pair=0.008, adv=3.627, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<02:57,  1.41it/s, loss=0.683, pair=0.027, adv=3.694, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.683, pair=0.027, adv=3.694, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.691, pair=0.017, adv=3.797, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:57,  1.39it/s, loss=0.691, pair=0.017, adv=3.797, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:57,  1.39it/s, loss=0.652, pair=0.007, adv=3.279, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:48,  1.47it/s, loss=0.652, pair=0.007, adv=3.279, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:48,  1.47it/s, loss=0.671, pair=0.023, adv=3.635, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:58,  1.38it/s, loss=0.671, pair=0.023, adv=3.635, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:58,  1.38it/s, loss=0.673, pair=0.031, adv=3.507, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:48,  1.46it/s, loss=0.673, pair=0.031, adv=3.507, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:48,  1.46it/s, loss=0.687, pair=0.015, adv=3.642, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:54,  1.40it/s, loss=0.687, pair=0.015, adv=3.642, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:54,  1.40it/s, loss=0.683, pair=0.010, adv=3.714, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.683, pair=0.010, adv=3.714, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:03<02:46,  1.46it/s, loss=0.807, pair=0.050, adv=3.404, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:52,  1.40it/s, loss=0.807, pair=0.050, adv=3.404, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:52,  1.40it/s, loss=0.669, pair=0.017, adv=3.516, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:45,  1.46it/s, loss=0.669, pair=0.017, adv=3.516, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:45,  1.46it/s, loss=0.750, pair=0.211, adv=3.665, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.750, pair=0.211, adv=3.665, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:05<02:47,  1.43it/s, loss=0.703, pair=0.177, adv=3.547, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.703, pair=0.177, adv=3.547, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.709, pair=0.111, adv=3.560, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.709, pair=0.111, adv=3.560, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.698, pair=0.123, adv=3.404, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:39,  1.48it/s, loss=0.698, pair=0.123, adv=3.404, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:39,  1.48it/s, loss=0.693, pair=0.049, adv=3.310, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:47,  1.41it/s, loss=0.693, pair=0.049, adv=3.310, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:47,  1.41it/s, loss=0.680, pair=0.134, adv=3.338, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:37,  1.49it/s, loss=0.680, pair=0.134, adv=3.338, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:37,  1.49it/s, loss=0.700, pair=0.086, adv=3.433, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.700, pair=0.086, adv=3.433, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:45,  1.41it/s, loss=0.741, pair=0.142, adv=3.762, sprd=0.036]
Ep 020/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:39,  1.46it/s, loss=0.741, pair=0.142, adv=3.762, sprd=0.036
Ep 020/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:10<02:39,  1.46it/s, loss=0.710, pair=0.111, adv=3.357, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:46,  1.39it/s, loss=0.710, pair=0.111, adv=3.357, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:46,  1.39it/s, loss=0.682, pair=0.069, adv=3.403, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:37,  1.47it/s, loss=0.682, pair=0.069, adv=3.403, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:37,  1.47it/s, loss=0.693, pair=0.041, adv=3.504, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:53,  1.32it/s, loss=0.693, pair=0.041, adv=3.504, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:12<02:53,  1.32it/s, loss=0.687, pair=0.035, adv=3.723, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:42,  1.41it/s, loss=0.687, pair=0.035, adv=3.723, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:42,  1.41it/s, loss=0.819, pair=0.080, adv=3.532, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:45,  1.38it/s, loss=0.819, pair=0.080, adv=3.532, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:45,  1.38it/s, loss=0.703, pair=0.202, adv=3.330, sprd=0.018
Ep 020/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:34,  1.47it/s, loss=0.703, pair=0.202, adv=3.330, sprd=0.018
Ep 020/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:14<02:34,  1.47it/s, loss=0.702, pair=0.120, adv=3.510, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:38,  1.43it/s, loss=0.702, pair=0.120, adv=3.510, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:38,  1.43it/s, loss=0.691, pair=0.115, adv=3.412, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:31,  1.48it/s, loss=0.691, pair=0.115, adv=3.412, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:31,  1.48it/s, loss=0.802, pair=0.059, adv=3.542, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:40,  1.40it/s, loss=0.802, pair=0.059, adv=3.542, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:16<02:40,  1.40it/s, loss=0.684, pair=0.031, adv=3.478, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:33,  1.46it/s, loss=0.684, pair=0.031, adv=3.478, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:17<02:33,  1.46it/s, loss=0.692, pair=0.060, adv=3.564, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.692, pair=0.060, adv=3.564, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.684, pair=0.086, adv=3.493, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:28,  1.49it/s, loss=0.684, pair=0.086, adv=3.493, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:28,  1.49it/s, loss=0.710, pair=0.097, adv=3.258, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:32,  1.45it/s, loss=0.710, pair=0.097, adv=3.258, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:19<02:32,  1.45it/s, loss=0.654, pair=0.021, adv=3.267, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:27,  1.49it/s, loss=0.654, pair=0.021, adv=3.267, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:27,  1.49it/s, loss=0.808, pair=0.017, adv=3.782, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:32,  1.43it/s, loss=0.808, pair=0.017, adv=3.782, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:32,  1.43it/s, loss=0.662, pair=0.030, adv=3.523, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:24,  1.50it/s, loss=0.662, pair=0.030, adv=3.523, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:21<02:24,  1.50it/s, loss=0.671, pair=0.082, adv=3.122, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:28,  1.46it/s, loss=0.671, pair=0.082, adv=3.122, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:28,  1.46it/s, loss=0.681, pair=0.017, adv=3.790, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.681, pair=0.017, adv=3.790, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:22,  1.51it/s, loss=0.687, pair=0.056, adv=3.545, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.687, pair=0.056, adv=3.545, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:23<02:28,  1.44it/s, loss=0.676, pair=0.035, adv=3.705, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:20,  1.51it/s, loss=0.676, pair=0.035, adv=3.705, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:20,  1.51it/s, loss=0.742, pair=0.061, adv=3.405, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:23<02:24,  1.47it/s, loss=0.742, pair=0.061, adv=3.405, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:24,  1.47it/s, loss=0.669, pair=0.013, adv=3.687, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:19,  1.51it/s, loss=0.669, pair=0.013, adv=3.687, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:19,  1.51it/s, loss=0.802, pair=0.034, adv=3.460, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:25,  1.45it/s, loss=0.802, pair=0.034, adv=3.460, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:25,  1.45it/s, loss=0.659, pair=0.017, adv=3.609, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:25<02:18,  1.51it/s, loss=0.659, pair=0.017, adv=3.609, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:18,  1.51it/s, loss=0.673, pair=0.033, adv=3.312, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:29,  1.39it/s, loss=0.673, pair=0.033, adv=3.312, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:29,  1.39it/s, loss=0.686, pair=0.025, adv=3.730, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.686, pair=0.025, adv=3.730, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.704, pair=0.024, adv=3.627, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:27<02:26,  1.40it/s, loss=0.704, pair=0.024, adv=3.627, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:26,  1.40it/s, loss=0.679, pair=0.021, adv=3.529, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:17,  1.50it/s, loss=0.679, pair=0.021, adv=3.529, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:17,  1.50it/s, loss=0.697, pair=0.028, adv=3.625, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.697, pair=0.028, adv=3.625, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.680, pair=0.063, adv=3.424, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:29<02:14,  1.50it/s, loss=0.680, pair=0.063, adv=3.424, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:14,  1.50it/s, loss=0.681, pair=0.034, adv=3.441, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:20,  1.44it/s, loss=0.681, pair=0.034, adv=3.441, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:20,  1.44it/s, loss=0.673, pair=0.025, adv=3.837, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:14,  1.50it/s, loss=0.673, pair=0.025, adv=3.837, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:32<02:14,  1.50it/s, loss=0.672, pair=0.025, adv=3.205, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:20,  1.43it/s, loss=0.672, pair=0.025, adv=3.205, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:20,  1.43it/s, loss=0.654, pair=0.004, adv=3.263, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:14,  1.48it/s, loss=0.654, pair=0.004, adv=3.263, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:14,  1.48it/s, loss=0.692, pair=0.033, adv=3.879, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:20,  1.41it/s, loss=0.692, pair=0.033, adv=3.879, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:34<02:20,  1.41it/s, loss=0.682, pair=0.064, adv=3.681, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.682, pair=0.064, adv=3.681, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.670, pair=0.024, adv=3.262, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:21,  1.39it/s, loss=0.670, pair=0.024, adv=3.262, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:21,  1.39it/s, loss=0.658, pair=0.026, adv=3.688, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.49it/s, loss=0.658, pair=0.026, adv=3.688, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:11,  1.49it/s, loss=0.697, pair=0.013, adv=3.595, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:20,  1.38it/s, loss=0.697, pair=0.013, adv=3.595, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:20,  1.38it/s, loss=0.712, pair=0.263, adv=3.265, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:10,  1.48it/s, loss=0.712, pair=0.263, adv=3.265, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.700, pair=0.026, adv=3.795, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.700, pair=0.026, adv=3.795, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.686, pair=0.025, adv=3.639, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.686, pair=0.025, adv=3.639, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.666, pair=0.019, adv=3.185, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:13,  1.42it/s, loss=0.666, pair=0.019, adv=3.185, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:13,  1.42it/s, loss=0.668, pair=0.027, adv=3.633, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.668, pair=0.027, adv=3.633, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:07,  1.48it/s, loss=0.765, pair=0.364, adv=3.445, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:09,  1.45it/s, loss=0.765, pair=0.364, adv=3.445, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:09,  1.45it/s, loss=0.666, pair=0.031, adv=3.682, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:04,  1.51it/s, loss=0.666, pair=0.031, adv=3.682, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:04,  1.51it/s, loss=0.688, pair=0.007, adv=3.918, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:11,  1.42it/s, loss=0.688, pair=0.007, adv=3.918, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:11,  1.42it/s, loss=0.668, pair=0.049, adv=3.585, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:03,  1.50it/s, loss=0.668, pair=0.049, adv=3.585, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:43<02:03,  1.50it/s, loss=0.680, pair=0.011, adv=3.648, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:08,  1.43it/s, loss=0.680, pair=0.011, adv=3.648, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:08,  1.43it/s, loss=0.651, pair=0.018, adv=3.629, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:01,  1.50it/s, loss=0.651, pair=0.018, adv=3.629, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:01,  1.50it/s, loss=0.672, pair=0.015, adv=3.588, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:11,  1.38it/s, loss=0.672, pair=0.015, adv=3.588, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:45<02:11,  1.38it/s, loss=0.660, pair=0.024, adv=3.474, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.660, pair=0.024, adv=3.474, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.666, pair=0.018, adv=3.651, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:45<02:11,  1.37it/s, loss=0.666, pair=0.018, adv=3.651, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:11,  1.37it/s, loss=0.672, pair=0.017, adv=3.788, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:04,  1.44it/s, loss=0.672, pair=0.017, adv=3.788, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<02:04,  1.44it/s, loss=0.698, pair=0.046, adv=3.792, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.698, pair=0.046, adv=3.792, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.684, pair=0.080, adv=3.154, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:47<02:01,  1.45it/s, loss=0.684, pair=0.080, adv=3.154, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<02:01,  1.45it/s, loss=0.715, pair=0.124, adv=3.762, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:03,  1.42it/s, loss=0.715, pair=0.124, adv=3.762, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:03,  1.42it/s, loss=0.665, pair=0.040, adv=3.325, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.665, pair=0.040, adv=3.325, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:50<01:57,  1.49it/s, loss=0.706, pair=0.039, adv=3.369, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:05,  1.38it/s, loss=0.706, pair=0.039, adv=3.369, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:05,  1.38it/s, loss=0.670, pair=0.055, adv=3.862, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:57,  1.47it/s, loss=0.670, pair=0.055, adv=3.862, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:57,  1.47it/s, loss=0.717, pair=0.079, adv=3.773, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<02:05,  1.37it/s, loss=0.717, pair=0.079, adv=3.773, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:52<02:05,  1.37it/s, loss=0.679, pair=0.002, adv=3.904, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:59,  1.43it/s, loss=0.679, pair=0.002, adv=3.904, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:53<01:59,  1.43it/s, loss=0.728, pair=0.021, adv=4.019, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<02:05,  1.36it/s, loss=0.728, pair=0.021, adv=4.019, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<02:05,  1.36it/s, loss=0.680, pair=0.023, adv=3.806, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:58,  1.43it/s, loss=0.680, pair=0.023, adv=3.806, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:58,  1.43it/s, loss=0.691, pair=0.037, adv=3.496, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:59,  1.40it/s, loss=0.691, pair=0.037, adv=3.496, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:59,  1.40it/s, loss=0.686, pair=0.049, adv=3.768, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:54,  1.46it/s, loss=0.686, pair=0.049, adv=3.768, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.709, pair=0.040, adv=4.027, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:58,  1.40it/s, loss=0.709, pair=0.040, adv=4.027, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:56<01:58,  1.40it/s, loss=0.676, pair=0.024, adv=3.784, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:51,  1.47it/s, loss=0.676, pair=0.024, adv=3.784, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:57<01:51,  1.47it/s, loss=0.720, pair=0.046, adv=3.880, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.720, pair=0.046, adv=3.880, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.694, pair=0.091, adv=3.560, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.694, pair=0.091, adv=3.560, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.712, pair=0.023, adv=3.902, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.712, pair=0.023, adv=3.902, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:59<01:53,  1.43it/s, loss=0.671, pair=0.012, adv=3.536, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:48,  1.48it/s, loss=0.671, pair=0.012, adv=3.536, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:48,  1.48it/s, loss=0.738, pair=0.029, adv=3.665, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:54,  1.40it/s, loss=0.738, pair=0.029, adv=3.665, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:54,  1.40it/s, loss=0.661, pair=0.037, adv=3.326, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:47,  1.47it/s, loss=0.661, pair=0.037, adv=3.326, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:01<01:47,  1.47it/s, loss=0.714, pair=0.030, adv=3.811, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:52,  1.41it/s, loss=0.714, pair=0.030, adv=3.811, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:52,  1.41it/s, loss=0.664, pair=0.023, adv=3.640, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:45,  1.49it/s, loss=0.664, pair=0.023, adv=3.640, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:45,  1.49it/s, loss=0.676, pair=0.040, adv=3.240, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:47,  1.45it/s, loss=0.676, pair=0.040, adv=3.240, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:03<01:47,  1.45it/s, loss=0.661, pair=0.067, adv=3.334, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:41,  1.52it/s, loss=0.661, pair=0.067, adv=3.334, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:41,  1.52it/s, loss=0.725, pair=0.049, adv=3.530, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:44,  1.48it/s, loss=0.725, pair=0.049, adv=3.530, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:44,  1.48it/s, loss=0.684, pair=0.022, adv=3.648, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:39,  1.53it/s, loss=0.684, pair=0.022, adv=3.648, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:05<01:39,  1.53it/s, loss=0.675, pair=0.017, adv=3.208, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.675, pair=0.017, adv=3.208, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.653, pair=0.029, adv=3.456, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:39,  1.51it/s, loss=0.653, pair=0.029, adv=3.456, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:39,  1.51it/s, loss=0.679, pair=0.011, adv=3.758, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:49,  1.38it/s, loss=0.679, pair=0.011, adv=3.758, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:07<01:49,  1.38it/s, loss=0.662, pair=0.045, adv=3.503, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:41,  1.47it/s, loss=0.662, pair=0.045, adv=3.503, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:08<01:41,  1.47it/s, loss=0.721, pair=0.011, adv=3.697, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:44,  1.41it/s, loss=0.721, pair=0.011, adv=3.697, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:44,  1.41it/s, loss=0.680, pair=0.020, adv=3.712, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:39,  1.48it/s, loss=0.680, pair=0.020, adv=3.712, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:39,  1.48it/s, loss=0.678, pair=0.021, adv=3.785, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.43it/s, loss=0.678, pair=0.021, adv=3.785, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:10<01:42,  1.43it/s, loss=0.669, pair=0.029, adv=3.517, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.669, pair=0.029, adv=3.517, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.710, pair=0.005, adv=4.004, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:40,  1.44it/s, loss=0.710, pair=0.005, adv=4.004, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:40,  1.44it/s, loss=0.672, pair=0.049, adv=3.357, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:34,  1.52it/s, loss=0.672, pair=0.049, adv=3.357, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:12<01:34,  1.52it/s, loss=1.322, pair=2.387, adv=3.810, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=1.322, pair=2.387, adv=3.810, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.687, pair=0.057, adv=3.748, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:34,  1.49it/s, loss=0.687, pair=0.057, adv=3.748, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:34,  1.49it/s, loss=0.679, pair=0.033, adv=3.634, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.43it/s, loss=0.679, pair=0.033, adv=3.634, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:14<01:38,  1.43it/s, loss=0.681, pair=0.037, adv=3.755, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.49it/s, loss=0.681, pair=0.037, adv=3.755, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.49it/s, loss=0.718, pair=0.078, adv=3.592, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:35,  1.44it/s, loss=0.718, pair=0.078, adv=3.592, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:35,  1.44it/s, loss=0.685, pair=0.017, adv=3.811, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:31,  1.50it/s, loss=0.685, pair=0.017, adv=3.811, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:16<01:31,  1.50it/s, loss=0.705, pair=0.041, adv=3.736, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:35,  1.43it/s, loss=0.705, pair=0.041, adv=3.736, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:35,  1.43it/s, loss=0.672, pair=0.020, adv=3.882, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:31,  1.48it/s, loss=0.672, pair=0.020, adv=3.882, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.760, pair=0.042, adv=3.626, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:31,  1.46it/s, loss=0.760, pair=0.042, adv=3.626, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:18<01:31,  1.46it/s, loss=0.686, pair=0.029, adv=3.649, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:27,  1.52it/s, loss=0.686, pair=0.029, adv=3.649, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:19<01:27,  1.52it/s, loss=0.689, pair=0.023, adv=3.719, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:34,  1.40it/s, loss=0.689, pair=0.023, adv=3.719, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:34,  1.40it/s, loss=0.625, pair=0.026, adv=3.150, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.50it/s, loss=0.625, pair=0.026, adv=3.150, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:27,  1.50it/s, loss=0.676, pair=0.027, adv=3.738, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.676, pair=0.027, adv=3.738, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.972, pair=1.137, adv=3.656, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:25,  1.50it/s, loss=0.972, pair=1.137, adv=3.656, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:25,  1.50it/s, loss=0.683, pair=0.009, adv=3.530, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:32,  1.39it/s, loss=0.683, pair=0.009, adv=3.530, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:32,  1.39it/s, loss=0.674, pair=0.043, adv=3.875, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.47it/s, loss=0.674, pair=0.043, adv=3.875, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:23<01:26,  1.47it/s, loss=0.691, pair=0.038, adv=3.567, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.691, pair=0.038, adv=3.567, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.626, pair=0.084, adv=2.803, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.49it/s, loss=0.626, pair=0.084, adv=2.803, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:23,  1.49it/s, loss=0.679, pair=0.013, adv=3.482, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.679, pair=0.013, adv=3.482, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:25<01:26,  1.44it/s, loss=0.697, pair=0.093, adv=3.560, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:21,  1.51it/s, loss=0.697, pair=0.093, adv=3.560, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:21,  1.51it/s, loss=0.716, pair=0.079, adv=3.902, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:24,  1.44it/s, loss=0.716, pair=0.079, adv=3.902, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.658, pair=0.018, adv=3.550, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:19,  1.51it/s, loss=0.658, pair=0.018, adv=3.550, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:27<01:19,  1.51it/s, loss=0.709, pair=0.085, adv=3.649, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.43it/s, loss=0.709, pair=0.085, adv=3.649, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.43it/s, loss=0.671, pair=0.047, adv=3.828, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:19,  1.49it/s, loss=0.671, pair=0.047, adv=3.828, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:19,  1.49it/s, loss=0.695, pair=0.043, adv=3.501, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.42it/s, loss=0.695, pair=0.043, adv=3.501, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:29<01:22,  1.42it/s, loss=0.697, pair=0.035, adv=3.832, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:19,  1.47it/s, loss=0.697, pair=0.035, adv=3.832, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:30<01:19,  1.47it/s, loss=0.704, pair=0.034, adv=3.739, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:22,  1.40it/s, loss=0.704, pair=0.034, adv=3.739, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:22,  1.40it/s, loss=0.676, pair=0.043, adv=3.464, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:18,  1.47it/s, loss=0.676, pair=0.043, adv=3.464, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:18,  1.47it/s, loss=0.721, pair=0.059, adv=3.984, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:21,  1.40it/s, loss=0.721, pair=0.059, adv=3.984, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:32<01:21,  1.40it/s, loss=0.685, pair=0.022, adv=3.637, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.47it/s, loss=0.685, pair=0.022, adv=3.637, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.47it/s, loss=0.673, pair=0.031, adv=3.515, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:32<01:17,  1.44it/s, loss=0.673, pair=0.031, adv=3.515, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:17,  1.44it/s, loss=0.692, pair=0.007, adv=3.868, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:13,  1.50it/s, loss=0.692, pair=0.007, adv=3.868, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:34<01:13,  1.50it/s, loss=0.702, pair=0.011, adv=3.542, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:17,  1.42it/s, loss=0.702, pair=0.011, adv=3.542, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:17,  1.42it/s, loss=0.665, pair=0.027, adv=3.750, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.665, pair=0.027, adv=3.750, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.766, pair=0.003, adv=3.670, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.766, pair=0.003, adv=3.670, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:36<01:15,  1.43it/s, loss=0.656, pair=0.004, adv=3.632, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:10,  1.51it/s, loss=0.656, pair=0.004, adv=3.632, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:10,  1.51it/s, loss=0.752, pair=0.234, adv=3.559, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:36<01:12,  1.47it/s, loss=0.752, pair=0.234, adv=3.559, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:12,  1.47it/s, loss=0.666, pair=0.032, adv=3.752, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:37<01:08,  1.53it/s, loss=0.666, pair=0.032, adv=3.752, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:08,  1.53it/s, loss=0.695, pair=0.011, adv=3.679, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:11,  1.45it/s, loss=0.695, pair=0.011, adv=3.679, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:11,  1.45it/s, loss=0.665, pair=0.008, adv=3.810, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:38<01:08,  1.51it/s, loss=0.665, pair=0.008, adv=3.810, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:08,  1.51it/s, loss=0.696, pair=0.015, adv=3.467, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:39<01:11,  1.42it/s, loss=0.696, pair=0.015, adv=3.467, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:11,  1.42it/s, loss=0.673, pair=0.020, adv=3.631, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.673, pair=0.020, adv=3.631, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.662, pair=0.017, adv=3.488, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:40<01:09,  1.43it/s, loss=0.662, pair=0.017, adv=3.488, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:09,  1.43it/s, loss=0.670, pair=0.003, adv=3.617, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:41<01:06,  1.48it/s, loss=0.670, pair=0.003, adv=3.617, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:06,  1.48it/s, loss=0.690, pair=0.003, adv=3.521, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:42<01:12,  1.35it/s, loss=0.690, pair=0.003, adv=3.521, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:43<01:12,  1.35it/s, loss=0.672, pair=0.004, adv=3.554, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:07,  1.44it/s, loss=0.672, pair=0.004, adv=3.554, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:07,  1.44it/s, loss=0.715, pair=0.037, adv=3.507, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:43<01:07,  1.42it/s, loss=0.715, pair=0.037, adv=3.507, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:44<01:07,  1.42it/s, loss=0.659, pair=0.017, adv=3.377, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.659, pair=0.017, adv=3.377, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.690, pair=0.011, adv=3.527, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.690, pair=0.011, adv=3.527, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.684, pair=0.009, adv=3.507, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.47it/s, loss=0.684, pair=0.009, adv=3.507, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:03,  1.47it/s, loss=0.676, pair=0.030, adv=3.684, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.676, pair=0.030, adv=3.684, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:47<01:05,  1.40it/s, loss=0.684, pair=0.070, adv=3.470, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.684, pair=0.070, adv=3.470, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.694, pair=0.025, adv=3.412, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:47<01:02,  1.43it/s, loss=0.694, pair=0.025, adv=3.412, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:48<01:02,  1.43it/s, loss=0.661, pair=0.020, adv=3.539, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:48<00:59,  1.49it/s, loss=0.661, pair=0.020, adv=3.539, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:49<00:59,  1.49it/s, loss=0.713, pair=0.014, adv=3.652, sprd=0.035
Ep 020/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:01,  1.43it/s, loss=0.713, pair=0.014, adv=3.652, sprd=0.035
Ep 020/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:49<01:01,  1.43it/s, loss=0.636, pair=0.013, adv=3.189, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:49<00:57,  1.50it/s, loss=0.636, pair=0.013, adv=3.189, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.697, pair=0.014, adv=3.785, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.697, pair=0.014, adv=3.785, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.658, pair=0.012, adv=3.456, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.51it/s, loss=0.658, pair=0.012, adv=3.456, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.51it/s, loss=0.783, pair=0.013, adv=3.843, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:51<00:58,  1.43it/s, loss=0.783, pair=0.013, adv=3.843, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:52<00:58,  1.43it/s, loss=0.660, pair=0.016, adv=3.202, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.660, pair=0.016, adv=3.202, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.734, pair=0.040, adv=3.256, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.734, pair=0.040, adv=3.256, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.699, pair=0.042, adv=3.424, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:53<00:55,  1.47it/s, loss=0.699, pair=0.042, adv=3.424, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.686, pair=0.015, adv=3.643, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:54<00:56,  1.41it/s, loss=0.686, pair=0.015, adv=3.643, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.651, pair=0.010, adv=3.453, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:55<00:53,  1.46it/s, loss=0.651, pair=0.010, adv=3.453, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 254/333 [02:56<00:53,  1.46it/s, loss=0.763, pair=0.032, adv=3.617, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.41it/s, loss=0.763, pair=0.032, adv=3.617, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.41it/s, loss=0.682, pair=0.046, adv=3.602, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:56<00:51,  1.50it/s, loss=0.682, pair=0.046, adv=3.602, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.50it/s, loss=0.786, pair=0.032, adv=3.730, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:57<00:53,  1.43it/s, loss=0.786, pair=0.032, adv=3.730, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  77%|▊| 257/333 [02:58<00:53,  1.43it/s, loss=0.694, pair=0.028, adv=3.756, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.47it/s, loss=0.694, pair=0.028, adv=3.756, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.47it/s, loss=0.693, pair=0.027, adv=3.532, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.693, pair=0.027, adv=3.532, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  78%|▊| 259/333 [02:59<00:52,  1.42it/s, loss=0.649, pair=0.038, adv=3.268, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  78%|▊| 260/333 [02:59<00:49,  1.49it/s, loss=0.649, pair=0.038, adv=3.268, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:00<00:49,  1.49it/s, loss=0.709, pair=0.112, adv=3.363, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.45it/s, loss=0.709, pair=0.112, adv=3.363, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.45it/s, loss=0.662, pair=0.071, adv=3.209, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:00<00:46,  1.53it/s, loss=0.662, pair=0.071, adv=3.209, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:01<00:46,  1.53it/s, loss=0.789, pair=0.050, adv=3.573, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:01<00:48,  1.44it/s, loss=0.789, pair=0.050, adv=3.573, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:02<00:48,  1.44it/s, loss=0.686, pair=0.033, adv=3.717, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.686, pair=0.033, adv=3.717, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.725, pair=0.014, adv=3.642, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:02<00:46,  1.45it/s, loss=0.725, pair=0.014, adv=3.642, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:03<00:46,  1.45it/s, loss=0.674, pair=0.022, adv=3.321, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:03<00:44,  1.49it/s, loss=0.674, pair=0.022, adv=3.321, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:04<00:44,  1.49it/s, loss=0.669, pair=0.027, adv=3.560, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.42it/s, loss=0.669, pair=0.027, adv=3.560, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:04<00:46,  1.42it/s, loss=0.642, pair=0.003, adv=3.060, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.49it/s, loss=0.642, pair=0.003, adv=3.060, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.674, pair=0.011, adv=3.653, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:05<00:46,  1.37it/s, loss=0.674, pair=0.011, adv=3.653, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:06<00:46,  1.37it/s, loss=0.664, pair=0.064, adv=3.243, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:06<00:43,  1.46it/s, loss=0.664, pair=0.064, adv=3.243, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:07<00:43,  1.46it/s, loss=0.733, pair=0.007, adv=3.871, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.39it/s, loss=0.733, pair=0.007, adv=3.871, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.39it/s, loss=0.683, pair=0.029, adv=3.560, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:07<00:42,  1.45it/s, loss=0.683, pair=0.029, adv=3.560, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:08<00:42,  1.45it/s, loss=0.682, pair=0.010, adv=3.612, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.40it/s, loss=0.682, pair=0.010, adv=3.612, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:09<00:42,  1.40it/s, loss=0.664, pair=0.028, adv=3.524, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.48it/s, loss=0.664, pair=0.028, adv=3.524, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.48it/s, loss=0.689, pair=0.028, adv=3.608, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.45it/s, loss=0.689, pair=0.028, adv=3.608, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.45it/s, loss=0.750, pair=0.062, adv=3.792, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.750, pair=0.062, adv=3.792, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:11<00:38,  1.49it/s, loss=0.766, pair=0.011, adv=3.794, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.766, pair=0.011, adv=3.794, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.652, pair=0.017, adv=3.531, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.50it/s, loss=0.652, pair=0.017, adv=3.531, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.50it/s, loss=0.686, pair=0.007, adv=3.651, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:12<00:38,  1.41it/s, loss=0.686, pair=0.007, adv=3.651, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:13<00:38,  1.41it/s, loss=0.672, pair=0.026, adv=3.549, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.47it/s, loss=0.672, pair=0.026, adv=3.549, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:14<00:35,  1.47it/s, loss=0.759, pair=0.134, adv=3.573, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:36,  1.41it/s, loss=0.759, pair=0.134, adv=3.573, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:14<00:36,  1.41it/s, loss=0.677, pair=0.040, adv=3.613, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.677, pair=0.040, adv=3.613, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.686, pair=0.023, adv=3.678, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.41it/s, loss=0.686, pair=0.023, adv=3.678, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:16<00:35,  1.41it/s, loss=0.679, pair=0.062, adv=3.505, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:33,  1.48it/s, loss=0.679, pair=0.062, adv=3.505, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:16<00:33,  1.48it/s, loss=0.708, pair=0.037, adv=3.663, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.44it/s, loss=0.708, pair=0.037, adv=3.663, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.44it/s, loss=0.693, pair=0.025, adv=3.571, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.693, pair=0.025, adv=3.571, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.683, pair=0.053, adv=3.549, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:33,  1.38it/s, loss=0.683, pair=0.053, adv=3.549, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:18<00:33,  1.38it/s, loss=0.684, pair=0.067, adv=3.567, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:18<00:30,  1.46it/s, loss=0.684, pair=0.067, adv=3.567, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.46it/s, loss=0.691, pair=0.032, adv=3.653, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:19<00:31,  1.41it/s, loss=0.691, pair=0.032, adv=3.653, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:20<00:31,  1.41it/s, loss=0.683, pair=0.076, adv=3.505, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:20<00:29,  1.48it/s, loss=0.683, pair=0.076, adv=3.505, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:21<00:29,  1.48it/s, loss=0.690, pair=0.043, adv=3.669, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:30,  1.37it/s, loss=0.690, pair=0.043, adv=3.669, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:21<00:30,  1.37it/s, loss=0.687, pair=0.030, adv=3.999, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:21<00:28,  1.44it/s, loss=0.687, pair=0.030, adv=3.999, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:22<00:28,  1.44it/s, loss=0.694, pair=0.054, adv=3.778, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.42it/s, loss=0.694, pair=0.054, adv=3.778, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.42it/s, loss=0.662, pair=0.033, adv=3.768, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.50it/s, loss=0.662, pair=0.033, adv=3.768, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.50it/s, loss=0.684, pair=0.037, adv=3.741, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.684, pair=0.037, adv=3.741, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.43it/s, loss=0.668, pair=0.039, adv=3.457, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:24<00:24,  1.50it/s, loss=0.668, pair=0.039, adv=3.457, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:25<00:24,  1.50it/s, loss=0.697, pair=0.063, adv=3.537, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:24,  1.46it/s, loss=0.697, pair=0.063, adv=3.537, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:25<00:24,  1.46it/s, loss=0.700, pair=0.034, adv=3.648, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.49it/s, loss=0.700, pair=0.034, adv=3.648, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.49it/s, loss=0.676, pair=0.049, adv=3.443, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.676, pair=0.049, adv=3.443, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:27<00:23,  1.44it/s, loss=0.660, pair=0.032, adv=3.740, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:21,  1.52it/s, loss=0.660, pair=0.032, adv=3.740, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:27<00:21,  1.52it/s, loss=0.770, pair=0.405, adv=3.490, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.44it/s, loss=0.770, pair=0.405, adv=3.490, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.674, pair=0.029, adv=3.751, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.674, pair=0.029, adv=3.751, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:29<00:20,  1.50it/s, loss=0.692, pair=0.054, adv=3.441, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.39it/s, loss=0.692, pair=0.054, adv=3.441, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.39it/s, loss=0.691, pair=0.031, adv=3.881, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.45it/s, loss=0.691, pair=0.031, adv=3.881, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.45it/s, loss=0.658, pair=0.012, adv=3.382, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.41it/s, loss=0.658, pair=0.012, adv=3.382, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:31<00:19,  1.41it/s, loss=0.691, pair=0.027, adv=3.677, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.691, pair=0.027, adv=3.677, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.699, pair=0.025, adv=3.548, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.41it/s, loss=0.699, pair=0.025, adv=3.548, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.41it/s, loss=0.660, pair=0.012, adv=3.663, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.660, pair=0.012, adv=3.663, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.48it/s, loss=0.691, pair=0.026, adv=3.641, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:17,  1.41it/s, loss=0.691, pair=0.026, adv=3.641, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:33<00:17,  1.41it/s, loss=0.677, pair=0.016, adv=3.812, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.46it/s, loss=0.677, pair=0.016, adv=3.812, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.46it/s, loss=0.677, pair=0.005, adv=3.660, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.40it/s, loss=0.677, pair=0.005, adv=3.660, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.659, pair=0.022, adv=3.595, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.659, pair=0.022, adv=3.595, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.680, pair=0.002, adv=3.632, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.680, pair=0.002, adv=3.632, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.662, pair=0.018, adv=3.288, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.662, pair=0.018, adv=3.288, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.680, pair=0.029, adv=3.521, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.680, pair=0.029, adv=3.521, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.42it/s, loss=0.654, pair=0.027, adv=3.660, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.654, pair=0.027, adv=3.660, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.699, pair=0.020, adv=3.523, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.699, pair=0.020, adv=3.523, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.44it/s, loss=0.679, pair=0.017, adv=3.556, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.50it/s, loss=0.679, pair=0.017, adv=3.556, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.50it/s, loss=0.673, pair=0.029, adv=3.452, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:10,  1.38it/s, loss=0.673, pair=0.029, adv=3.452, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:40<00:10,  1.38it/s, loss=0.737, pair=0.063, adv=3.526, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.46it/s, loss=0.737, pair=0.063, adv=3.526, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.46it/s, loss=0.677, pair=0.063, adv=3.311, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.41it/s, loss=0.677, pair=0.063, adv=3.311, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.665, pair=0.062, adv=3.310, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.665, pair=0.062, adv=3.310, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.721, pair=0.063, adv=3.935, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.36it/s, loss=0.721, pair=0.063, adv=3.935, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.36it/s, loss=0.693, pair=0.102, adv=3.536, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.45it/s, loss=0.693, pair=0.102, adv=3.536, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.45it/s, loss=0.811, pair=0.401, adv=3.815, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.39it/s, loss=0.811, pair=0.401, adv=3.815, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.39it/s, loss=0.682, pair=0.089, adv=3.348, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.682, pair=0.089, adv=3.348, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.713, pair=0.046, adv=3.594, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.713, pair=0.046, adv=3.594, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.683, pair=0.058, adv=3.757, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.683, pair=0.058, adv=3.757, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.691, pair=0.030, adv=3.571, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.691, pair=0.030, adv=3.571, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.692, pair=0.027, adv=3.604, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.692, pair=0.027, adv=3.604, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.696, pair=0.032, adv=3.717, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.696, pair=0.032, adv=3.717, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.671, pair=0.050, adv=3.583, sprd=0.025
Ep 020/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.671, pair=0.050, adv=3.583, sprd=0.025
Ep 020/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.695, pair=0.040, adv=3.695, sprd=0.027
Ep 020/60 [S1→S2:ramp]: 100%|█| 333/333 [03:49<00:00,  1.43it/s, loss=0.695, pair=0.040, adv=3.695, sprd=0.027
                                                                                                              
Epoch 020/60 [S1→S2:ramp]  loss=0.6929  mat=0.2309  sens=1.0597  pair=0.0544  adv=3.5862(rand=3.37)  deg=0.0183  orth=0.0080  spread=0.0264  q_mean=49.9  q_std=12.0  α=0.28 β=0.27 γ=0.64 λ_grl=0.600  lr=7.84e-05  230s

Ep 021/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 021/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.768, pair=0.075, adv=3.577, sprd=0.025]
Ep 021/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:22,  1.15s/it, loss=0.768, pair=0.075, adv=3.577, sprd=0.025]
Ep 021/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:22,  1.15s/it, loss=0.702, pair=0.009, adv=3.553, sprd=0.027]
Ep 021/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:37,  1.19it/s, loss=0.702, pair=0.009, adv=3.553, sprd=0.027]
Ep 021/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:37,  1.19it/s, loss=0.735, pair=0.047, adv=3.518, sprd=0.026]
Ep 021/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:17,  1.28it/s, loss=0.735, pair=0.047, adv=3.518, sprd=0.026]
Ep 021/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:17,  1.28it/s, loss=0.738, pair=0.058, adv=3.833, sprd=0.029]
Ep 021/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:56,  1.39it/s, loss=0.738, pair=0.058, adv=3.833, sprd=0.029]
Ep 021/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:56,  1.39it/s, loss=0.724, pair=0.026, adv=3.538, sprd=0.026]
Ep 021/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:01,  1.36it/s, loss=0.724, pair=0.026, adv=3.538, sprd=0.026]
Ep 021/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:01,  1.36it/s, loss=0.696, pair=0.046, adv=3.245, sprd=0.025]
Ep 021/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:41,  1.47it/s, loss=0.696, pair=0.046, adv=3.245, sprd=0.025]
Ep 021/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:41,  1.47it/s, loss=0.728, pair=0.034, adv=3.500, sprd=0.025]
Ep 021/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:51,  1.41it/s, loss=0.728, pair=0.034, adv=3.500, sprd=0.025]
Ep 021/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:51,  1.41it/s, loss=0.714, pair=0.021, adv=3.507, sprd=0.027]
Ep 021/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:41,  1.47it/s, loss=0.714, pair=0.021, adv=3.507, sprd=0.027]
Ep 021/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:41,  1.47it/s, loss=0.719, pair=0.028, adv=3.553, sprd=0.024]
Ep 021/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:51,  1.40it/s, loss=0.719, pair=0.028, adv=3.553, sprd=0.024]
Ep 021/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:51,  1.40it/s, loss=0.701, pair=0.056, adv=3.287, sprd=0.023]
Ep 021/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:39,  1.47it/s, loss=0.701, pair=0.056, adv=3.287, sprd=0.023]
Ep 021/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:39,  1.47it/s, loss=0.730, pair=0.039, adv=3.401, sprd=0.027]
Ep 021/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:48,  1.41it/s, loss=0.730, pair=0.039, adv=3.401, sprd=0.027]
Ep 021/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:48,  1.41it/s, loss=0.746, pair=0.029, adv=3.425, sprd=0.033]
Ep 021/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:41,  1.45it/s, loss=0.746, pair=0.029, adv=3.425, sprd=0.033]
Ep 021/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:41,  1.45it/s, loss=0.735, pair=0.116, adv=3.355, sprd=0.023]
Ep 021/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:47,  1.41it/s, loss=0.735, pair=0.116, adv=3.355, sprd=0.023]
Ep 021/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:47,  1.41it/s, loss=0.654, pair=0.016, adv=3.071, sprd=0.018]
Ep 021/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:32,  1.50it/s, loss=0.654, pair=0.016, adv=3.071, sprd=0.018]
Ep 021/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:32,  1.50it/s, loss=0.789, pair=0.049, adv=3.537, sprd=0.025]
Ep 021/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:38,  1.45it/s, loss=0.789, pair=0.049, adv=3.537, sprd=0.025]
Ep 021/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:38,  1.45it/s, loss=0.719, pair=0.030, adv=3.347, sprd=0.030]
Ep 021/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:27,  1.53it/s, loss=0.719, pair=0.030, adv=3.347, sprd=0.030]
Ep 021/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:27,  1.53it/s, loss=0.705, pair=0.036, adv=3.292, sprd=0.024]
Ep 021/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:45,  1.40it/s, loss=0.705, pair=0.036, adv=3.292, sprd=0.024]
Ep 021/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:45,  1.40it/s, loss=0.709, pair=0.099, adv=3.555, sprd=0.021]
Ep 021/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:29,  1.50it/s, loss=0.709, pair=0.099, adv=3.555, sprd=0.021]
Ep 021/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:29,  1.50it/s, loss=0.677, pair=0.046, adv=2.940, sprd=0.022]
Ep 021/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:35,  1.46it/s, loss=0.677, pair=0.046, adv=2.940, sprd=0.022]
Ep 021/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:35,  1.46it/s, loss=0.727, pair=0.181, adv=3.178, sprd=0.023]
Ep 021/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:26,  1.52it/s, loss=0.727, pair=0.181, adv=3.178, sprd=0.023]
Ep 021/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:26,  1.52it/s, loss=0.717, pair=0.148, adv=3.141, sprd=0.021]
Ep 021/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:43,  1.40it/s, loss=0.717, pair=0.148, adv=3.141, sprd=0.021]
Ep 021/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:43,  1.40it/s, loss=0.740, pair=0.049, adv=3.578, sprd=0.030]
Ep 021/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:35,  1.44it/s, loss=0.740, pair=0.049, adv=3.578, sprd=0.030]
Ep 021/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:35,  1.44it/s, loss=0.742, pair=0.144, adv=3.689, sprd=0.028]
Ep 021/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:43,  1.39it/s, loss=0.742, pair=0.144, adv=3.689, sprd=0.028]
Ep 021/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:43,  1.39it/s, loss=0.746, pair=0.172, adv=3.523, sprd=0.025]
Ep 021/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:30,  1.47it/s, loss=0.746, pair=0.172, adv=3.523, sprd=0.025]
Ep 021/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:30,  1.47it/s, loss=0.720, pair=0.028, adv=3.345, sprd=0.028]
Ep 021/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:37,  1.42it/s, loss=0.720, pair=0.028, adv=3.345, sprd=0.028]
Ep 021/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:37,  1.42it/s, loss=0.716, pair=0.052, adv=3.663, sprd=0.028]
Ep 021/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:27,  1.48it/s, loss=0.716, pair=0.052, adv=3.663, sprd=0.028]
Ep 021/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:27,  1.48it/s, loss=0.719, pair=0.063, adv=3.492, sprd=0.024]
Ep 021/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:42,  1.37it/s, loss=0.719, pair=0.063, adv=3.492, sprd=0.024]
Ep 021/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:42,  1.37it/s, loss=0.711, pair=0.074, adv=3.460, sprd=0.023]
Ep 021/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:27,  1.47it/s, loss=0.711, pair=0.074, adv=3.460, sprd=0.023]
Ep 021/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:27,  1.47it/s, loss=0.730, pair=0.053, adv=3.826, sprd=0.026]
Ep 021/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:36,  1.40it/s, loss=0.730, pair=0.053, adv=3.826, sprd=0.026]
Ep 021/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:36,  1.40it/s, loss=0.760, pair=0.316, adv=3.245, sprd=0.019]
Ep 021/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:19,  1.52it/s, loss=0.760, pair=0.316, adv=3.245, sprd=0.019]
Ep 021/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:19,  1.52it/s, loss=0.771, pair=0.187, adv=3.372, sprd=0.028]
Ep 021/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:36,  1.40it/s, loss=0.771, pair=0.187, adv=3.372, sprd=0.028]
Ep 021/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:36,  1.40it/s, loss=0.743, pair=0.109, adv=3.741, sprd=0.026]
Ep 021/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:23,  1.48it/s, loss=0.743, pair=0.109, adv=3.741, sprd=0.026]
Ep 021/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:23,  1.48it/s, loss=0.749, pair=0.091, adv=3.592, sprd=0.030]
Ep 021/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:37,  1.38it/s, loss=0.749, pair=0.091, adv=3.592, sprd=0.030]
Ep 021/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:37,  1.38it/s, loss=0.738, pair=0.120, adv=3.463, sprd=0.025]
Ep 021/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:26,  1.45it/s, loss=0.738, pair=0.120, adv=3.463, sprd=0.025]
Ep 021/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:26,  1.45it/s, loss=0.764, pair=0.134, adv=3.438, sprd=0.026]
Ep 021/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:32,  1.40it/s, loss=0.764, pair=0.134, adv=3.438, sprd=0.026]
Ep 021/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:32,  1.40it/s, loss=0.704, pair=0.049, adv=3.396, sprd=0.023]
Ep 021/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:20,  1.48it/s, loss=0.704, pair=0.049, adv=3.396, sprd=0.023]
Ep 021/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:20,  1.48it/s, loss=0.721, pair=0.089, adv=3.493, sprd=0.023]
Ep 021/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:35,  1.37it/s, loss=0.721, pair=0.089, adv=3.493, sprd=0.023]
Ep 021/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:35,  1.37it/s, loss=0.727, pair=0.042, adv=4.041, sprd=0.031]
Ep 021/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:23,  1.45it/s, loss=0.727, pair=0.042, adv=4.041, sprd=0.031]
Ep 021/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:23,  1.45it/s, loss=0.803, pair=0.107, adv=3.376, sprd=0.021]
Ep 021/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:27,  1.42it/s, loss=0.803, pair=0.107, adv=3.376, sprd=0.021]
Ep 021/60 [S2:+mat]:  12%|▍   | 39/333 [00:28<03:27,  1.42it/s, loss=0.729, pair=0.149, adv=3.551, sprd=0.024]
Ep 021/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:16,  1.49it/s, loss=0.729, pair=0.149, adv=3.551, sprd=0.024]
Ep 021/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:16,  1.49it/s, loss=0.765, pair=0.144, adv=3.716, sprd=0.028]
Ep 021/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:30,  1.38it/s, loss=0.765, pair=0.144, adv=3.716, sprd=0.028]
Ep 021/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:30,  1.38it/s, loss=0.715, pair=0.049, adv=3.514, sprd=0.023]
Ep 021/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:19,  1.46it/s, loss=0.715, pair=0.049, adv=3.514, sprd=0.023]
Ep 021/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:19,  1.46it/s, loss=0.714, pair=0.053, adv=3.589, sprd=0.025]
Ep 021/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:24,  1.42it/s, loss=0.714, pair=0.053, adv=3.589, sprd=0.025]
Ep 021/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:24,  1.42it/s, loss=0.741, pair=0.112, adv=3.567, sprd=0.029]
Ep 021/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:13,  1.49it/s, loss=0.741, pair=0.112, adv=3.567, sprd=0.029]
Ep 021/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:13,  1.49it/s, loss=0.750, pair=0.116, adv=3.815, sprd=0.022]
Ep 021/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:24,  1.41it/s, loss=0.750, pair=0.116, adv=3.815, sprd=0.022]
Ep 021/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:24,  1.41it/s, loss=0.784, pair=0.131, adv=3.666, sprd=0.026]
Ep 021/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.49it/s, loss=0.784, pair=0.131, adv=3.666, sprd=0.026]
Ep 021/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.49it/s, loss=0.719, pair=0.067, adv=3.351, sprd=0.026]
Ep 021/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:21,  1.42it/s, loss=0.719, pair=0.067, adv=3.351, sprd=0.026]
Ep 021/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:21,  1.42it/s, loss=0.727, pair=0.059, adv=3.473, sprd=0.027]
Ep 021/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:13,  1.47it/s, loss=0.727, pair=0.059, adv=3.473, sprd=0.027]
Ep 021/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:13,  1.47it/s, loss=0.735, pair=0.068, adv=3.747, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:21,  1.41it/s, loss=0.735, pair=0.068, adv=3.747, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:21,  1.41it/s, loss=0.744, pair=0.105, adv=3.528, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:10,  1.49it/s, loss=0.744, pair=0.105, adv=3.528, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:10,  1.49it/s, loss=0.752, pair=0.081, adv=3.394, sprd=0.028]
Ep 021/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:24,  1.38it/s, loss=0.752, pair=0.081, adv=3.394, sprd=0.028]
Ep 021/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:24,  1.38it/s, loss=0.726, pair=0.072, adv=3.745, sprd=0.026]
Ep 021/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:13,  1.45it/s, loss=0.726, pair=0.072, adv=3.745, sprd=0.026]
Ep 021/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:13,  1.45it/s, loss=0.726, pair=0.042, adv=3.381, sprd=0.025]
Ep 021/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:17,  1.42it/s, loss=0.726, pair=0.042, adv=3.381, sprd=0.025]
Ep 021/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:17,  1.42it/s, loss=0.701, pair=0.014, adv=3.683, sprd=0.027]
Ep 021/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:09,  1.47it/s, loss=0.701, pair=0.014, adv=3.683, sprd=0.027]
Ep 021/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:09,  1.47it/s, loss=0.721, pair=0.013, adv=3.607, sprd=0.026]
Ep 021/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:16,  1.42it/s, loss=0.721, pair=0.013, adv=3.607, sprd=0.026]
Ep 021/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:16,  1.42it/s, loss=0.689, pair=0.011, adv=3.487, sprd=0.022]
Ep 021/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.49it/s, loss=0.689, pair=0.011, adv=3.487, sprd=0.022]
Ep 021/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.49it/s, loss=0.710, pair=0.058, adv=3.421, sprd=0.020]
Ep 021/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:13,  1.43it/s, loss=0.710, pair=0.058, adv=3.421, sprd=0.020]
Ep 021/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:13,  1.43it/s, loss=0.710, pair=0.013, adv=3.602, sprd=0.029]
Ep 021/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:04,  1.49it/s, loss=0.710, pair=0.013, adv=3.602, sprd=0.029]
Ep 021/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:04,  1.49it/s, loss=0.744, pair=0.147, adv=3.440, sprd=0.022]
Ep 021/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:15,  1.40it/s, loss=0.744, pair=0.147, adv=3.440, sprd=0.022]
Ep 021/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:15,  1.40it/s, loss=0.734, pair=0.093, adv=3.646, sprd=0.028]
Ep 021/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:05,  1.47it/s, loss=0.734, pair=0.093, adv=3.646, sprd=0.028]
Ep 021/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:05,  1.47it/s, loss=0.770, pair=0.099, adv=3.416, sprd=0.029]
Ep 021/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:12,  1.42it/s, loss=0.770, pair=0.099, adv=3.416, sprd=0.029]
Ep 021/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:12,  1.42it/s, loss=0.739, pair=0.067, adv=3.504, sprd=0.029]
Ep 021/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:04,  1.47it/s, loss=0.739, pair=0.067, adv=3.504, sprd=0.029]
Ep 021/60 [S2:+mat]:  19%|▋   | 62/333 [00:44<03:04,  1.47it/s, loss=0.741, pair=0.048, adv=3.604, sprd=0.028]
Ep 021/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:13,  1.40it/s, loss=0.741, pair=0.048, adv=3.604, sprd=0.028]
Ep 021/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:13,  1.40it/s, loss=0.723, pair=0.035, adv=3.680, sprd=0.026]
Ep 021/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:02,  1.47it/s, loss=0.723, pair=0.035, adv=3.680, sprd=0.026]
Ep 021/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:02,  1.47it/s, loss=0.708, pair=0.006, adv=3.272, sprd=0.022]
Ep 021/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:10,  1.41it/s, loss=0.708, pair=0.006, adv=3.272, sprd=0.022]
Ep 021/60 [S2:+mat]:  20%|▊   | 65/333 [00:46<03:10,  1.41it/s, loss=0.709, pair=0.011, adv=3.560, sprd=0.028]
Ep 021/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:02,  1.46it/s, loss=0.709, pair=0.011, adv=3.560, sprd=0.028]
Ep 021/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:02,  1.46it/s, loss=0.704, pair=0.003, adv=3.631, sprd=0.025]
Ep 021/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:12,  1.38it/s, loss=0.704, pair=0.003, adv=3.631, sprd=0.025]
Ep 021/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:12,  1.38it/s, loss=1.166, pair=1.542, adv=3.759, sprd=0.028]
Ep 021/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:01,  1.46it/s, loss=1.166, pair=1.542, adv=3.759, sprd=0.028]
Ep 021/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<03:01,  1.46it/s, loss=0.718, pair=0.006, adv=3.436, sprd=0.024]
Ep 021/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:06,  1.41it/s, loss=0.718, pair=0.006, adv=3.436, sprd=0.024]
Ep 021/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:06,  1.41it/s, loss=0.719, pair=0.022, adv=3.628, sprd=0.028]
Ep 021/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:58,  1.47it/s, loss=0.719, pair=0.022, adv=3.628, sprd=0.028]
Ep 021/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:58,  1.47it/s, loss=0.743, pair=0.011, adv=3.476, sprd=0.029]
Ep 021/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:04,  1.42it/s, loss=0.743, pair=0.011, adv=3.476, sprd=0.029]
Ep 021/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:04,  1.42it/s, loss=0.700, pair=0.010, adv=3.726, sprd=0.027]
Ep 021/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:54,  1.50it/s, loss=0.700, pair=0.010, adv=3.726, sprd=0.027]
Ep 021/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:54,  1.50it/s, loss=0.721, pair=0.034, adv=3.422, sprd=0.028]
Ep 021/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.721, pair=0.034, adv=3.422, sprd=0.028]
Ep 021/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:00,  1.44it/s, loss=0.697, pair=0.023, adv=3.567, sprd=0.024]
Ep 021/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:50,  1.52it/s, loss=0.697, pair=0.023, adv=3.567, sprd=0.024]
Ep 021/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:50,  1.52it/s, loss=0.724, pair=0.057, adv=3.368, sprd=0.021]
Ep 021/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:59,  1.44it/s, loss=0.724, pair=0.057, adv=3.368, sprd=0.021]
Ep 021/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:59,  1.44it/s, loss=0.727, pair=0.090, adv=3.591, sprd=0.028]
Ep 021/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:51,  1.50it/s, loss=0.727, pair=0.090, adv=3.591, sprd=0.028]
Ep 021/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:51,  1.50it/s, loss=0.741, pair=0.026, adv=3.873, sprd=0.033]
Ep 021/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<03:03,  1.40it/s, loss=0.741, pair=0.026, adv=3.873, sprd=0.033]
Ep 021/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:03,  1.40it/s, loss=0.769, pair=0.061, adv=3.898, sprd=0.040]
Ep 021/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:56,  1.45it/s, loss=0.769, pair=0.061, adv=3.898, sprd=0.040]
Ep 021/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:56,  1.45it/s, loss=0.723, pair=0.040, adv=3.353, sprd=0.026]
Ep 021/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:00,  1.41it/s, loss=0.723, pair=0.040, adv=3.353, sprd=0.026]
Ep 021/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:00,  1.41it/s, loss=0.755, pair=0.133, adv=3.447, sprd=0.025]
Ep 021/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:46,  1.52it/s, loss=0.755, pair=0.133, adv=3.447, sprd=0.025]
Ep 021/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:46,  1.52it/s, loss=0.755, pair=0.040, adv=3.509, sprd=0.028]
Ep 021/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:58,  1.41it/s, loss=0.755, pair=0.040, adv=3.509, sprd=0.028]
Ep 021/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<02:58,  1.41it/s, loss=0.694, pair=0.019, adv=3.730, sprd=0.024]
Ep 021/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:48,  1.49it/s, loss=0.694, pair=0.019, adv=3.730, sprd=0.024]
Ep 021/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:48,  1.49it/s, loss=0.720, pair=0.007, adv=3.630, sprd=0.022]
Ep 021/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:57,  1.41it/s, loss=0.720, pair=0.007, adv=3.630, sprd=0.022]
Ep 021/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:57,  1.41it/s, loss=0.738, pair=0.084, adv=3.558, sprd=0.031]
Ep 021/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:48,  1.48it/s, loss=0.738, pair=0.084, adv=3.558, sprd=0.031]
Ep 021/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:48,  1.48it/s, loss=0.732, pair=0.073, adv=3.681, sprd=0.024]
Ep 021/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:55,  1.42it/s, loss=0.732, pair=0.073, adv=3.681, sprd=0.024]
Ep 021/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:55,  1.42it/s, loss=0.726, pair=0.117, adv=3.710, sprd=0.024]
Ep 021/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:45,  1.49it/s, loss=0.726, pair=0.117, adv=3.710, sprd=0.024]
Ep 021/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:45,  1.49it/s, loss=0.741, pair=0.052, adv=3.600, sprd=0.025]
Ep 021/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:52,  1.43it/s, loss=0.741, pair=0.052, adv=3.600, sprd=0.025]
Ep 021/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:52,  1.43it/s, loss=0.715, pair=0.082, adv=3.286, sprd=0.026]
Ep 021/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:41,  1.52it/s, loss=0.715, pair=0.082, adv=3.286, sprd=0.026]
Ep 021/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:41,  1.52it/s, loss=0.728, pair=0.020, adv=3.654, sprd=0.032]
Ep 021/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:48,  1.45it/s, loss=0.728, pair=0.020, adv=3.654, sprd=0.032]
Ep 021/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:48,  1.45it/s, loss=0.730, pair=0.042, adv=3.658, sprd=0.024]
Ep 021/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:42,  1.49it/s, loss=0.730, pair=0.042, adv=3.658, sprd=0.024]
Ep 021/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:42,  1.49it/s, loss=0.718, pair=0.062, adv=3.283, sprd=0.027]
Ep 021/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:50,  1.42it/s, loss=0.718, pair=0.062, adv=3.283, sprd=0.027]
Ep 021/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:50,  1.42it/s, loss=0.728, pair=0.096, adv=3.702, sprd=0.027]
Ep 021/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:41,  1.49it/s, loss=0.728, pair=0.096, adv=3.702, sprd=0.027]
Ep 021/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:41,  1.49it/s, loss=0.803, pair=0.091, adv=3.557, sprd=0.039]
Ep 021/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:49,  1.42it/s, loss=0.803, pair=0.091, adv=3.557, sprd=0.039]
Ep 021/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:49,  1.42it/s, loss=0.700, pair=0.012, adv=3.489, sprd=0.024]
Ep 021/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:39,  1.49it/s, loss=0.700, pair=0.012, adv=3.489, sprd=0.024]
Ep 021/60 [S2:+mat]:  28%|█▏  | 94/333 [01:06<02:39,  1.49it/s, loss=0.734, pair=0.015, adv=3.545, sprd=0.028]
Ep 021/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:46,  1.43it/s, loss=0.734, pair=0.015, adv=3.545, sprd=0.028]
Ep 021/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:46,  1.43it/s, loss=0.714, pair=0.007, adv=3.516, sprd=0.028]
Ep 021/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:39,  1.48it/s, loss=0.714, pair=0.007, adv=3.516, sprd=0.028]
Ep 021/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:39,  1.48it/s, loss=0.720, pair=0.005, adv=3.797, sprd=0.028]
Ep 021/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:45,  1.43it/s, loss=0.720, pair=0.005, adv=3.797, sprd=0.028]
Ep 021/60 [S2:+mat]:  29%|█▏  | 97/333 [01:08<02:45,  1.43it/s, loss=0.686, pair=0.002, adv=3.518, sprd=0.022]
Ep 021/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.686, pair=0.002, adv=3.518, sprd=0.022]
Ep 021/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.734, pair=0.027, adv=3.668, sprd=0.030]
Ep 021/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:43,  1.43it/s, loss=0.734, pair=0.027, adv=3.668, sprd=0.030]
Ep 021/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:43,  1.43it/s, loss=0.713, pair=0.026, adv=3.386, sprd=0.029]
Ep 021/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:35,  1.50it/s, loss=0.713, pair=0.026, adv=3.386, sprd=0.029]
Ep 021/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:35,  1.50it/s, loss=0.712, pair=0.047, adv=3.235, sprd=0.025]
Ep 021/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:38,  1.46it/s, loss=0.712, pair=0.047, adv=3.235, sprd=0.025]
Ep 021/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:38,  1.46it/s, loss=0.703, pair=0.029, adv=3.516, sprd=0.025]
Ep 021/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:31,  1.52it/s, loss=0.703, pair=0.029, adv=3.516, sprd=0.025]
Ep 021/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:31,  1.52it/s, loss=0.702, pair=0.022, adv=3.499, sprd=0.024]
Ep 021/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:44,  1.40it/s, loss=0.702, pair=0.022, adv=3.499, sprd=0.024]
Ep 021/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:44,  1.40it/s, loss=0.734, pair=0.015, adv=3.493, sprd=0.028]
Ep 021/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:35,  1.47it/s, loss=0.734, pair=0.015, adv=3.493, sprd=0.028]
Ep 021/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:35,  1.47it/s, loss=0.818, pair=0.097, adv=3.567, sprd=0.028]
Ep 021/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:40,  1.42it/s, loss=0.818, pair=0.097, adv=3.567, sprd=0.028]
Ep 021/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:40,  1.42it/s, loss=0.725, pair=0.022, adv=3.753, sprd=0.032]
Ep 021/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:34,  1.47it/s, loss=0.725, pair=0.022, adv=3.753, sprd=0.032]
Ep 021/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:34,  1.47it/s, loss=0.719, pair=0.044, adv=3.453, sprd=0.023]
Ep 021/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:44,  1.37it/s, loss=0.719, pair=0.044, adv=3.453, sprd=0.023]
Ep 021/60 [S2:+mat]:  32%|▉  | 107/333 [01:15<02:44,  1.37it/s, loss=0.686, pair=0.040, adv=3.392, sprd=0.022]
Ep 021/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:34,  1.46it/s, loss=0.686, pair=0.040, adv=3.392, sprd=0.022]
Ep 021/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:34,  1.46it/s, loss=0.748, pair=0.053, adv=3.416, sprd=0.027]
Ep 021/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:36,  1.43it/s, loss=0.748, pair=0.053, adv=3.416, sprd=0.027]
Ep 021/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:36,  1.43it/s, loss=0.685, pair=0.055, adv=3.170, sprd=0.022]
Ep 021/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.685, pair=0.055, adv=3.170, sprd=0.022]
Ep 021/60 [S2:+mat]:  33%|▉  | 110/333 [01:17<02:29,  1.49it/s, loss=0.769, pair=0.055, adv=3.684, sprd=0.033]
Ep 021/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.41it/s, loss=0.769, pair=0.055, adv=3.684, sprd=0.033]
Ep 021/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.41it/s, loss=0.718, pair=0.088, adv=3.453, sprd=0.024]
Ep 021/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.718, pair=0.088, adv=3.453, sprd=0.024]
Ep 021/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:28,  1.49it/s, loss=0.712, pair=0.069, adv=3.643, sprd=0.021]
Ep 021/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:33,  1.43it/s, loss=0.712, pair=0.069, adv=3.643, sprd=0.021]
Ep 021/60 [S2:+mat]:  34%|█  | 113/333 [01:19<02:33,  1.43it/s, loss=0.702, pair=0.051, adv=3.559, sprd=0.024]
Ep 021/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:26,  1.49it/s, loss=0.702, pair=0.051, adv=3.559, sprd=0.024]
Ep 021/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:26,  1.49it/s, loss=0.720, pair=0.067, adv=3.490, sprd=0.025]
Ep 021/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:37,  1.39it/s, loss=0.720, pair=0.067, adv=3.490, sprd=0.025]
Ep 021/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:37,  1.39it/s, loss=0.708, pair=0.072, adv=3.442, sprd=0.023]
Ep 021/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:27,  1.47it/s, loss=0.708, pair=0.072, adv=3.442, sprd=0.023]
Ep 021/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:27,  1.47it/s, loss=0.725, pair=0.040, adv=3.483, sprd=0.024]
Ep 021/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:35,  1.39it/s, loss=0.725, pair=0.040, adv=3.483, sprd=0.024]
Ep 021/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:35,  1.39it/s, loss=0.709, pair=0.018, adv=3.681, sprd=0.026]
Ep 021/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:26,  1.46it/s, loss=0.709, pair=0.018, adv=3.681, sprd=0.026]
Ep 021/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:26,  1.46it/s, loss=0.853, pair=0.022, adv=3.551, sprd=0.020]
Ep 021/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:34,  1.39it/s, loss=0.853, pair=0.022, adv=3.551, sprd=0.020]
Ep 021/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:34,  1.39it/s, loss=0.718, pair=0.029, adv=3.784, sprd=0.032]
Ep 021/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:27,  1.44it/s, loss=0.718, pair=0.029, adv=3.784, sprd=0.032]
Ep 021/60 [S2:+mat]:  36%|█  | 120/333 [01:24<02:27,  1.44it/s, loss=0.722, pair=0.027, adv=3.590, sprd=0.026]
Ep 021/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:31,  1.40it/s, loss=0.722, pair=0.027, adv=3.590, sprd=0.026]
Ep 021/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:31,  1.40it/s, loss=0.683, pair=0.047, adv=3.057, sprd=0.023]
Ep 021/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:22,  1.48it/s, loss=0.683, pair=0.047, adv=3.057, sprd=0.023]
Ep 021/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:22,  1.48it/s, loss=0.834, pair=0.075, adv=3.497, sprd=0.024]
Ep 021/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:27,  1.42it/s, loss=0.834, pair=0.075, adv=3.497, sprd=0.024]
Ep 021/60 [S2:+mat]:  37%|█  | 123/333 [01:26<02:27,  1.42it/s, loss=0.715, pair=0.060, adv=3.330, sprd=0.025]
Ep 021/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:20,  1.49it/s, loss=0.715, pair=0.060, adv=3.330, sprd=0.025]
Ep 021/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:20,  1.49it/s, loss=0.809, pair=0.054, adv=3.680, sprd=0.031]
Ep 021/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:28,  1.40it/s, loss=0.809, pair=0.054, adv=3.680, sprd=0.031]
Ep 021/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:28,  1.40it/s, loss=0.707, pair=0.021, adv=3.764, sprd=0.029]
Ep 021/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:21,  1.46it/s, loss=0.707, pair=0.021, adv=3.764, sprd=0.029]
Ep 021/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:21,  1.46it/s, loss=0.728, pair=0.026, adv=3.501, sprd=0.027]
Ep 021/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:25,  1.41it/s, loss=0.728, pair=0.026, adv=3.501, sprd=0.027]
Ep 021/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:25,  1.41it/s, loss=0.713, pair=0.007, adv=3.684, sprd=0.026]
Ep 021/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:19,  1.47it/s, loss=0.713, pair=0.007, adv=3.684, sprd=0.026]
Ep 021/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:19,  1.47it/s, loss=0.727, pair=0.001, adv=3.356, sprd=0.028]
Ep 021/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:24,  1.41it/s, loss=0.727, pair=0.001, adv=3.356, sprd=0.028]
Ep 021/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:24,  1.41it/s, loss=0.702, pair=0.037, adv=3.366, sprd=0.022]
Ep 021/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:17,  1.48it/s, loss=0.702, pair=0.037, adv=3.366, sprd=0.022]
Ep 021/60 [S2:+mat]:  39%|█▏ | 130/333 [01:31<02:17,  1.48it/s, loss=0.727, pair=0.010, adv=3.629, sprd=0.026]
Ep 021/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:20,  1.43it/s, loss=0.727, pair=0.010, adv=3.629, sprd=0.026]
Ep 021/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:20,  1.43it/s, loss=0.719, pair=0.091, adv=3.565, sprd=0.025]
Ep 021/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:13,  1.50it/s, loss=0.719, pair=0.091, adv=3.565, sprd=0.025]
Ep 021/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:13,  1.50it/s, loss=0.731, pair=0.016, adv=3.863, sprd=0.027]
Ep 021/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:18,  1.45it/s, loss=0.731, pair=0.016, adv=3.863, sprd=0.027]
Ep 021/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:18,  1.45it/s, loss=0.707, pair=0.088, adv=3.334, sprd=0.021]
Ep 021/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:11,  1.51it/s, loss=0.707, pair=0.088, adv=3.334, sprd=0.021]
Ep 021/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:11,  1.51it/s, loss=0.794, pair=0.048, adv=3.384, sprd=0.024]
Ep 021/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:16,  1.45it/s, loss=0.794, pair=0.048, adv=3.384, sprd=0.024]
Ep 021/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:16,  1.45it/s, loss=0.718, pair=0.032, adv=3.726, sprd=0.026]
Ep 021/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:11,  1.50it/s, loss=0.718, pair=0.032, adv=3.726, sprd=0.026]
Ep 021/60 [S2:+mat]:  41%|█▏ | 136/333 [01:35<02:11,  1.50it/s, loss=0.719, pair=0.084, adv=3.567, sprd=0.020]
Ep 021/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:15,  1.45it/s, loss=0.719, pair=0.084, adv=3.567, sprd=0.020]
Ep 021/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:15,  1.45it/s, loss=0.734, pair=0.026, adv=3.679, sprd=0.033]
Ep 021/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:11,  1.48it/s, loss=0.734, pair=0.026, adv=3.679, sprd=0.033]
Ep 021/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:11,  1.48it/s, loss=0.713, pair=0.015, adv=3.691, sprd=0.023]
Ep 021/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:15,  1.43it/s, loss=0.713, pair=0.015, adv=3.691, sprd=0.023]
Ep 021/60 [S2:+mat]:  42%|█▎ | 139/333 [01:37<02:15,  1.43it/s, loss=0.729, pair=0.036, adv=3.631, sprd=0.030]
Ep 021/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:10,  1.48it/s, loss=0.729, pair=0.036, adv=3.631, sprd=0.030]
Ep 021/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:10,  1.48it/s, loss=0.785, pair=0.008, adv=3.410, sprd=0.025]
Ep 021/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:12,  1.45it/s, loss=0.785, pair=0.008, adv=3.410, sprd=0.025]
Ep 021/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:12,  1.45it/s, loss=0.711, pair=0.013, adv=3.730, sprd=0.028]
Ep 021/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:08,  1.49it/s, loss=0.711, pair=0.013, adv=3.730, sprd=0.028]
Ep 021/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:08,  1.49it/s, loss=0.739, pair=0.102, adv=3.823, sprd=0.027]
Ep 021/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:14,  1.42it/s, loss=0.739, pair=0.102, adv=3.823, sprd=0.027]
Ep 021/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:14,  1.42it/s, loss=0.728, pair=0.124, adv=3.572, sprd=0.020]
Ep 021/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:06,  1.50it/s, loss=0.728, pair=0.124, adv=3.572, sprd=0.020]
Ep 021/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:06,  1.50it/s, loss=0.708, pair=0.046, adv=3.230, sprd=0.021]
Ep 021/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:10,  1.44it/s, loss=0.708, pair=0.046, adv=3.230, sprd=0.021]
Ep 021/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:10,  1.44it/s, loss=0.769, pair=0.292, adv=3.213, sprd=0.025]
Ep 021/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:05,  1.49it/s, loss=0.769, pair=0.292, adv=3.213, sprd=0.025]
Ep 021/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:05,  1.49it/s, loss=0.739, pair=0.055, adv=3.651, sprd=0.027]
Ep 021/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:09,  1.44it/s, loss=0.739, pair=0.055, adv=3.651, sprd=0.027]
Ep 021/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:09,  1.44it/s, loss=0.693, pair=0.029, adv=3.560, sprd=0.020]
Ep 021/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:04,  1.49it/s, loss=0.693, pair=0.029, adv=3.560, sprd=0.020]
Ep 021/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:04,  1.49it/s, loss=0.741, pair=0.065, adv=3.734, sprd=0.027]
Ep 021/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:08,  1.43it/s, loss=0.741, pair=0.065, adv=3.734, sprd=0.027]
Ep 021/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:08,  1.43it/s, loss=0.698, pair=0.030, adv=3.638, sprd=0.023]
Ep 021/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:03,  1.49it/s, loss=0.698, pair=0.030, adv=3.638, sprd=0.023]
Ep 021/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:03,  1.49it/s, loss=0.722, pair=0.010, adv=3.489, sprd=0.026]
Ep 021/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:09,  1.41it/s, loss=0.722, pair=0.010, adv=3.489, sprd=0.026]
Ep 021/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:09,  1.41it/s, loss=0.697, pair=0.009, adv=3.382, sprd=0.025]
Ep 021/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:02,  1.48it/s, loss=0.697, pair=0.009, adv=3.382, sprd=0.025]
Ep 021/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:02,  1.48it/s, loss=0.764, pair=0.059, adv=3.740, sprd=0.027]
Ep 021/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:10,  1.38it/s, loss=0.764, pair=0.059, adv=3.740, sprd=0.027]
Ep 021/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:10,  1.38it/s, loss=0.704, pair=0.022, adv=3.610, sprd=0.027]
Ep 021/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:03,  1.45it/s, loss=0.704, pair=0.022, adv=3.610, sprd=0.027]
Ep 021/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:03,  1.45it/s, loss=0.815, pair=0.003, adv=3.439, sprd=0.031]
Ep 021/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:07,  1.40it/s, loss=0.815, pair=0.003, adv=3.439, sprd=0.031]
Ep 021/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:07,  1.40it/s, loss=0.703, pair=0.008, adv=3.824, sprd=0.028]
Ep 021/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:02,  1.45it/s, loss=0.703, pair=0.008, adv=3.824, sprd=0.028]
Ep 021/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:02,  1.45it/s, loss=0.741, pair=0.073, adv=3.585, sprd=0.025]
Ep 021/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:03,  1.43it/s, loss=0.741, pair=0.073, adv=3.585, sprd=0.025]
Ep 021/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:03,  1.43it/s, loss=0.702, pair=0.037, adv=3.551, sprd=0.023]
Ep 021/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:58,  1.48it/s, loss=0.702, pair=0.037, adv=3.551, sprd=0.023]
Ep 021/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<01:58,  1.48it/s, loss=0.787, pair=0.007, adv=3.623, sprd=0.028]
Ep 021/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:02,  1.42it/s, loss=0.787, pair=0.007, adv=3.623, sprd=0.028]
Ep 021/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:02,  1.42it/s, loss=0.692, pair=0.021, adv=3.267, sprd=0.022]
Ep 021/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:56,  1.49it/s, loss=0.692, pair=0.021, adv=3.267, sprd=0.022]
Ep 021/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:56,  1.49it/s, loss=0.730, pair=0.015, adv=3.906, sprd=0.030]
Ep 021/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:06,  1.36it/s, loss=0.730, pair=0.015, adv=3.906, sprd=0.030]
Ep 021/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:06,  1.36it/s, loss=0.736, pair=0.012, adv=3.875, sprd=0.034]
Ep 021/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<02:00,  1.42it/s, loss=0.736, pair=0.012, adv=3.875, sprd=0.034]
Ep 021/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<02:00,  1.42it/s, loss=0.719, pair=0.045, adv=3.426, sprd=0.024]
Ep 021/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:06,  1.34it/s, loss=0.719, pair=0.045, adv=3.426, sprd=0.024]
Ep 021/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:06,  1.34it/s, loss=0.718, pair=0.035, adv=3.696, sprd=0.028]
Ep 021/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:59,  1.42it/s, loss=0.718, pair=0.035, adv=3.696, sprd=0.028]
Ep 021/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:59,  1.42it/s, loss=0.715, pair=0.042, adv=3.501, sprd=0.021]
Ep 021/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<02:03,  1.37it/s, loss=0.715, pair=0.042, adv=3.501, sprd=0.021]
Ep 021/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<02:03,  1.37it/s, loss=0.706, pair=0.024, adv=3.531, sprd=0.025]
Ep 021/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:55,  1.44it/s, loss=0.706, pair=0.024, adv=3.531, sprd=0.025]
Ep 021/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:55,  1.44it/s, loss=0.778, pair=0.148, adv=3.399, sprd=0.023]
Ep 021/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:56,  1.42it/s, loss=0.778, pair=0.148, adv=3.399, sprd=0.023]
Ep 021/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:56,  1.42it/s, loss=0.716, pair=0.063, adv=3.322, sprd=0.025]
Ep 021/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:51,  1.49it/s, loss=0.716, pair=0.063, adv=3.322, sprd=0.025]
Ep 021/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:51,  1.49it/s, loss=0.746, pair=0.012, adv=3.867, sprd=0.023]
Ep 021/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.746, pair=0.012, adv=3.867, sprd=0.023]
Ep 021/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.732, pair=0.018, adv=3.341, sprd=0.034]
Ep 021/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:50,  1.47it/s, loss=0.732, pair=0.018, adv=3.341, sprd=0.034]
Ep 021/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:50,  1.47it/s, loss=0.853, pair=0.219, adv=3.487, sprd=0.026]
Ep 021/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:54,  1.41it/s, loss=0.853, pair=0.219, adv=3.487, sprd=0.026]
Ep 021/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:54,  1.41it/s, loss=0.694, pair=0.008, adv=3.495, sprd=0.023]
Ep 021/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:48,  1.48it/s, loss=0.694, pair=0.008, adv=3.495, sprd=0.023]
Ep 021/60 [S2:+mat]:  52%|█▌ | 172/333 [02:00<01:48,  1.48it/s, loss=0.698, pair=0.022, adv=3.301, sprd=0.020]
Ep 021/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:51,  1.44it/s, loss=0.698, pair=0.022, adv=3.301, sprd=0.020]
Ep 021/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:51,  1.44it/s, loss=0.704, pair=0.010, adv=3.692, sprd=0.024]
Ep 021/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:46,  1.49it/s, loss=0.704, pair=0.010, adv=3.692, sprd=0.024]
Ep 021/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:46,  1.49it/s, loss=0.763, pair=0.040, adv=3.801, sprd=0.028]
Ep 021/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:51,  1.42it/s, loss=0.763, pair=0.040, adv=3.801, sprd=0.028]
Ep 021/60 [S2:+mat]:  53%|█▌ | 175/333 [02:02<01:51,  1.42it/s, loss=0.714, pair=0.024, adv=3.766, sprd=0.023]
Ep 021/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:45,  1.48it/s, loss=0.714, pair=0.024, adv=3.766, sprd=0.023]
Ep 021/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:45,  1.48it/s, loss=0.720, pair=0.013, adv=3.282, sprd=0.027]
Ep 021/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:48,  1.44it/s, loss=0.720, pair=0.013, adv=3.282, sprd=0.027]
Ep 021/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:48,  1.44it/s, loss=0.705, pair=0.027, adv=3.488, sprd=0.024]
Ep 021/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:43,  1.50it/s, loss=0.705, pair=0.027, adv=3.488, sprd=0.024]
Ep 021/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:43,  1.50it/s, loss=0.722, pair=0.007, adv=3.555, sprd=0.026]
Ep 021/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:46,  1.45it/s, loss=0.722, pair=0.007, adv=3.555, sprd=0.026]
Ep 021/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:46,  1.45it/s, loss=0.702, pair=0.006, adv=3.693, sprd=0.028]
Ep 021/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:41,  1.50it/s, loss=0.702, pair=0.006, adv=3.693, sprd=0.028]
Ep 021/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:41,  1.50it/s, loss=0.712, pair=0.006, adv=3.554, sprd=0.024]
Ep 021/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:46,  1.43it/s, loss=0.712, pair=0.006, adv=3.554, sprd=0.024]
Ep 021/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:46,  1.43it/s, loss=0.711, pair=0.012, adv=3.641, sprd=0.029]
Ep 021/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.711, pair=0.012, adv=3.641, sprd=0.029]
Ep 021/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.733, pair=0.020, adv=3.414, sprd=0.028]
Ep 021/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:45,  1.42it/s, loss=0.733, pair=0.020, adv=3.414, sprd=0.028]
Ep 021/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:45,  1.42it/s, loss=0.722, pair=0.012, adv=3.909, sprd=0.030]
Ep 021/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:40,  1.49it/s, loss=0.722, pair=0.012, adv=3.909, sprd=0.030]
Ep 021/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:40,  1.49it/s, loss=0.888, pair=0.031, adv=3.628, sprd=0.026]
Ep 021/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:44,  1.42it/s, loss=0.888, pair=0.031, adv=3.628, sprd=0.026]
Ep 021/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:44,  1.42it/s, loss=0.753, pair=0.025, adv=3.560, sprd=0.029]
Ep 021/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:40,  1.46it/s, loss=0.753, pair=0.025, adv=3.560, sprd=0.029]
Ep 021/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:40,  1.46it/s, loss=0.741, pair=0.025, adv=3.417, sprd=0.032]
Ep 021/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:44,  1.40it/s, loss=0.741, pair=0.025, adv=3.417, sprd=0.032]
Ep 021/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:44,  1.40it/s, loss=0.701, pair=0.039, adv=3.621, sprd=0.023]
Ep 021/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:39,  1.46it/s, loss=0.701, pair=0.039, adv=3.621, sprd=0.023]
Ep 021/60 [S2:+mat]:  56%|█▋ | 188/333 [02:11<01:39,  1.46it/s, loss=0.707, pair=0.040, adv=3.513, sprd=0.025]
Ep 021/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:43,  1.40it/s, loss=0.707, pair=0.040, adv=3.513, sprd=0.025]
Ep 021/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:43,  1.40it/s, loss=0.725, pair=0.039, adv=3.747, sprd=0.026]
Ep 021/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:37,  1.46it/s, loss=0.725, pair=0.039, adv=3.747, sprd=0.026]
Ep 021/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:37,  1.46it/s, loss=0.730, pair=0.016, adv=3.725, sprd=0.031]
Ep 021/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:41,  1.41it/s, loss=0.730, pair=0.016, adv=3.725, sprd=0.031]
Ep 021/60 [S2:+mat]:  57%|█▋ | 191/333 [02:13<01:41,  1.41it/s, loss=0.696, pair=0.012, adv=3.375, sprd=0.024]
Ep 021/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:36,  1.47it/s, loss=0.696, pair=0.012, adv=3.375, sprd=0.024]
Ep 021/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:36,  1.47it/s, loss=0.742, pair=0.015, adv=3.728, sprd=0.029]
Ep 021/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:40,  1.40it/s, loss=0.742, pair=0.015, adv=3.728, sprd=0.029]
Ep 021/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:40,  1.40it/s, loss=0.724, pair=0.013, adv=3.384, sprd=0.032]
Ep 021/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:34,  1.47it/s, loss=0.724, pair=0.013, adv=3.384, sprd=0.032]
Ep 021/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:34,  1.47it/s, loss=0.693, pair=0.035, adv=3.227, sprd=0.021]
Ep 021/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:39,  1.39it/s, loss=0.693, pair=0.035, adv=3.227, sprd=0.021]
Ep 021/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:39,  1.39it/s, loss=0.681, pair=0.008, adv=3.356, sprd=0.021]
Ep 021/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:33,  1.47it/s, loss=0.681, pair=0.008, adv=3.356, sprd=0.021]
Ep 021/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:33,  1.47it/s, loss=0.734, pair=0.046, adv=3.411, sprd=0.027]
Ep 021/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:40,  1.36it/s, loss=0.734, pair=0.046, adv=3.411, sprd=0.027]
Ep 021/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:40,  1.36it/s, loss=0.701, pair=0.041, adv=3.516, sprd=0.023]
Ep 021/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:33,  1.44it/s, loss=0.701, pair=0.041, adv=3.516, sprd=0.023]
Ep 021/60 [S2:+mat]:  59%|█▊ | 198/333 [02:18<01:33,  1.44it/s, loss=0.705, pair=0.090, adv=3.394, sprd=0.021]
Ep 021/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:34,  1.41it/s, loss=0.705, pair=0.090, adv=3.394, sprd=0.021]
Ep 021/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:34,  1.41it/s, loss=0.698, pair=0.022, adv=3.602, sprd=0.026]
Ep 021/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:30,  1.48it/s, loss=0.698, pair=0.022, adv=3.602, sprd=0.026]
Ep 021/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:30,  1.48it/s, loss=0.720, pair=0.119, adv=3.305, sprd=0.021]
Ep 021/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:32,  1.43it/s, loss=0.720, pair=0.119, adv=3.305, sprd=0.021]
Ep 021/60 [S2:+mat]:  60%|█▊ | 201/333 [02:20<01:32,  1.43it/s, loss=0.727, pair=0.075, adv=3.382, sprd=0.029]
Ep 021/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:28,  1.49it/s, loss=0.727, pair=0.075, adv=3.382, sprd=0.029]
Ep 021/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:28,  1.49it/s, loss=0.720, pair=0.044, adv=3.606, sprd=0.024]
Ep 021/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:34,  1.37it/s, loss=0.720, pair=0.044, adv=3.606, sprd=0.024]
Ep 021/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:34,  1.37it/s, loss=0.718, pair=0.089, adv=3.429, sprd=0.024]
Ep 021/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.46it/s, loss=0.718, pair=0.089, adv=3.429, sprd=0.024]
Ep 021/60 [S2:+mat]:  61%|█▊ | 204/333 [02:22<01:28,  1.46it/s, loss=0.717, pair=0.055, adv=3.795, sprd=0.022]
Ep 021/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:34,  1.36it/s, loss=0.717, pair=0.055, adv=3.795, sprd=0.022]
Ep 021/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:34,  1.36it/s, loss=0.715, pair=0.076, adv=3.563, sprd=0.026]
Ep 021/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:27,  1.45it/s, loss=0.715, pair=0.076, adv=3.563, sprd=0.026]
Ep 021/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:27,  1.45it/s, loss=0.742, pair=0.039, adv=3.717, sprd=0.025]
Ep 021/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:31,  1.37it/s, loss=0.742, pair=0.039, adv=3.717, sprd=0.025]
Ep 021/60 [S2:+mat]:  62%|█▊ | 207/333 [02:24<01:31,  1.37it/s, loss=0.678, pair=0.018, adv=3.488, sprd=0.020]
Ep 021/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:25,  1.47it/s, loss=0.678, pair=0.018, adv=3.488, sprd=0.020]
Ep 021/60 [S2:+mat]:  62%|█▊ | 208/333 [02:25<01:25,  1.47it/s, loss=0.718, pair=0.031, adv=3.447, sprd=0.025]
Ep 021/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:28,  1.41it/s, loss=0.718, pair=0.031, adv=3.447, sprd=0.025]
Ep 021/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:28,  1.41it/s, loss=0.723, pair=0.031, adv=3.456, sprd=0.025]
Ep 021/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:24,  1.46it/s, loss=0.723, pair=0.031, adv=3.456, sprd=0.025]
Ep 021/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:24,  1.46it/s, loss=0.725, pair=0.024, adv=3.655, sprd=0.026]
Ep 021/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:26,  1.41it/s, loss=0.725, pair=0.024, adv=3.655, sprd=0.026]
Ep 021/60 [S2:+mat]:  63%|█▉ | 211/333 [02:27<01:26,  1.41it/s, loss=0.718, pair=0.016, adv=3.701, sprd=0.030]
Ep 021/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:22,  1.47it/s, loss=0.718, pair=0.016, adv=3.701, sprd=0.030]
Ep 021/60 [S2:+mat]:  64%|█▉ | 212/333 [02:28<01:22,  1.47it/s, loss=0.696, pair=0.054, adv=3.249, sprd=0.022]
Ep 021/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:27,  1.36it/s, loss=0.696, pair=0.054, adv=3.249, sprd=0.022]
Ep 021/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:27,  1.36it/s, loss=0.693, pair=0.089, adv=3.012, sprd=0.024]
Ep 021/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.48it/s, loss=0.693, pair=0.089, adv=3.012, sprd=0.024]
Ep 021/60 [S2:+mat]:  64%|█▉ | 214/333 [02:29<01:20,  1.48it/s, loss=0.719, pair=0.018, adv=3.393, sprd=0.025]
Ep 021/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:23,  1.42it/s, loss=0.719, pair=0.018, adv=3.393, sprd=0.025]
Ep 021/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:23,  1.42it/s, loss=0.712, pair=0.022, adv=3.519, sprd=0.026]
Ep 021/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.48it/s, loss=0.712, pair=0.022, adv=3.519, sprd=0.026]
Ep 021/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:18,  1.48it/s, loss=0.723, pair=0.012, adv=3.515, sprd=0.028]
Ep 021/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:21,  1.42it/s, loss=0.723, pair=0.012, adv=3.515, sprd=0.028]
Ep 021/60 [S2:+mat]:  65%|█▉ | 217/333 [02:31<01:21,  1.42it/s, loss=0.701, pair=0.025, adv=3.509, sprd=0.024]
Ep 021/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.48it/s, loss=0.701, pair=0.025, adv=3.509, sprd=0.024]
Ep 021/60 [S2:+mat]:  65%|█▉ | 218/333 [02:32<01:17,  1.48it/s, loss=0.731, pair=0.016, adv=3.466, sprd=0.027]
Ep 021/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:20,  1.42it/s, loss=0.731, pair=0.016, adv=3.466, sprd=0.027]
Ep 021/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:20,  1.42it/s, loss=0.697, pair=0.033, adv=3.378, sprd=0.024]
Ep 021/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:16,  1.48it/s, loss=0.697, pair=0.033, adv=3.378, sprd=0.024]
Ep 021/60 [S2:+mat]:  66%|█▉ | 220/333 [02:33<01:16,  1.48it/s, loss=0.742, pair=0.020, adv=3.423, sprd=0.032]
Ep 021/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:18,  1.42it/s, loss=0.742, pair=0.020, adv=3.423, sprd=0.032]
Ep 021/60 [S2:+mat]:  66%|█▉ | 221/333 [02:34<01:18,  1.42it/s, loss=0.704, pair=0.020, adv=3.454, sprd=0.026]
Ep 021/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:14,  1.48it/s, loss=0.704, pair=0.020, adv=3.454, sprd=0.026]
Ep 021/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:14,  1.48it/s, loss=0.719, pair=0.043, adv=3.473, sprd=0.023]
Ep 021/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:18,  1.40it/s, loss=0.719, pair=0.043, adv=3.473, sprd=0.023]
Ep 021/60 [S2:+mat]:  67%|██ | 223/333 [02:35<01:18,  1.40it/s, loss=0.724, pair=0.053, adv=3.281, sprd=0.028]
Ep 021/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:14,  1.46it/s, loss=0.724, pair=0.053, adv=3.281, sprd=0.028]
Ep 021/60 [S2:+mat]:  67%|██ | 224/333 [02:36<01:14,  1.46it/s, loss=0.725, pair=0.099, adv=3.366, sprd=0.023]
Ep 021/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:18,  1.37it/s, loss=0.725, pair=0.099, adv=3.366, sprd=0.023]
Ep 021/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:18,  1.37it/s, loss=0.702, pair=0.032, adv=3.399, sprd=0.023]
Ep 021/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:13,  1.46it/s, loss=0.702, pair=0.032, adv=3.399, sprd=0.023]
Ep 021/60 [S2:+mat]:  68%|██ | 226/333 [02:37<01:13,  1.46it/s, loss=0.738, pair=0.052, adv=3.408, sprd=0.028]
Ep 021/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:15,  1.40it/s, loss=0.738, pair=0.052, adv=3.408, sprd=0.028]
Ep 021/60 [S2:+mat]:  68%|██ | 227/333 [02:38<01:15,  1.40it/s, loss=0.727, pair=0.089, adv=3.387, sprd=0.027]
Ep 021/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:11,  1.46it/s, loss=0.727, pair=0.089, adv=3.387, sprd=0.027]
Ep 021/60 [S2:+mat]:  68%|██ | 228/333 [02:39<01:11,  1.46it/s, loss=0.731, pair=0.040, adv=3.294, sprd=0.024]
Ep 021/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:16,  1.36it/s, loss=0.731, pair=0.040, adv=3.294, sprd=0.024]
Ep 021/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:16,  1.36it/s, loss=0.713, pair=0.086, adv=3.526, sprd=0.022]
Ep 021/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:11,  1.44it/s, loss=0.713, pair=0.086, adv=3.526, sprd=0.022]
Ep 021/60 [S2:+mat]:  69%|██ | 230/333 [02:40<01:11,  1.44it/s, loss=0.724, pair=0.041, adv=3.362, sprd=0.028]
Ep 021/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:13,  1.39it/s, loss=0.724, pair=0.041, adv=3.362, sprd=0.028]
Ep 021/60 [S2:+mat]:  69%|██ | 231/333 [02:41<01:13,  1.39it/s, loss=0.692, pair=0.052, adv=3.222, sprd=0.023]
Ep 021/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:08,  1.47it/s, loss=0.692, pair=0.052, adv=3.222, sprd=0.023]
Ep 021/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:08,  1.47it/s, loss=0.775, pair=0.179, adv=3.388, sprd=0.028]
Ep 021/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:11,  1.41it/s, loss=0.775, pair=0.179, adv=3.388, sprd=0.028]
Ep 021/60 [S2:+mat]:  70%|██ | 233/333 [02:42<01:11,  1.41it/s, loss=0.753, pair=0.096, adv=3.701, sprd=0.032]
Ep 021/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:07,  1.46it/s, loss=0.753, pair=0.096, adv=3.701, sprd=0.032]
Ep 021/60 [S2:+mat]:  70%|██ | 234/333 [02:43<01:07,  1.46it/s, loss=0.753, pair=0.115, adv=3.433, sprd=0.026]
Ep 021/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:09,  1.41it/s, loss=0.753, pair=0.115, adv=3.433, sprd=0.026]
Ep 021/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:09,  1.41it/s, loss=0.699, pair=0.043, adv=3.629, sprd=0.024]
Ep 021/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.48it/s, loss=0.699, pair=0.043, adv=3.629, sprd=0.024]
Ep 021/60 [S2:+mat]:  71%|██▏| 236/333 [02:44<01:05,  1.48it/s, loss=0.800, pair=0.036, adv=3.678, sprd=0.028]
Ep 021/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:07,  1.42it/s, loss=0.800, pair=0.036, adv=3.678, sprd=0.028]
Ep 021/60 [S2:+mat]:  71%|██▏| 237/333 [02:45<01:07,  1.42it/s, loss=0.733, pair=0.049, adv=3.710, sprd=0.031]
Ep 021/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:03,  1.49it/s, loss=0.733, pair=0.049, adv=3.710, sprd=0.031]
Ep 021/60 [S2:+mat]:  71%|██▏| 238/333 [02:46<01:03,  1.49it/s, loss=0.735, pair=0.030, adv=3.502, sprd=0.028]
Ep 021/60 [S2:+mat]:  72%|██▏| 239/333 [02:46<01:06,  1.42it/s, loss=0.735, pair=0.030, adv=3.502, sprd=0.028]
Ep 021/60 [S2:+mat]:  72%|██▏| 239/333 [02:46<01:06,  1.42it/s, loss=0.712, pair=0.051, adv=3.215, sprd=0.025]
Ep 021/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:03,  1.47it/s, loss=0.712, pair=0.051, adv=3.215, sprd=0.025]
Ep 021/60 [S2:+mat]:  72%|██▏| 240/333 [02:47<01:03,  1.47it/s, loss=0.726, pair=0.040, adv=3.486, sprd=0.027]
Ep 021/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:05,  1.40it/s, loss=0.726, pair=0.040, adv=3.486, sprd=0.027]
Ep 021/60 [S2:+mat]:  72%|██▏| 241/333 [02:48<01:05,  1.40it/s, loss=0.730, pair=0.042, adv=3.750, sprd=0.033]
Ep 021/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:02,  1.46it/s, loss=0.730, pair=0.042, adv=3.750, sprd=0.033]
Ep 021/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:02,  1.46it/s, loss=0.730, pair=0.033, adv=3.687, sprd=0.027]
Ep 021/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.41it/s, loss=0.730, pair=0.033, adv=3.687, sprd=0.027]
Ep 021/60 [S2:+mat]:  73%|██▏| 243/333 [02:49<01:03,  1.41it/s, loss=0.716, pair=0.022, adv=3.661, sprd=0.028]
Ep 021/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.46it/s, loss=0.716, pair=0.022, adv=3.661, sprd=0.028]
Ep 021/60 [S2:+mat]:  73%|██▏| 244/333 [02:50<01:00,  1.46it/s, loss=0.709, pair=0.040, adv=3.384, sprd=0.022]
Ep 021/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:01,  1.43it/s, loss=0.709, pair=0.040, adv=3.384, sprd=0.022]
Ep 021/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:01,  1.43it/s, loss=0.707, pair=0.066, adv=3.645, sprd=0.023]
Ep 021/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.50it/s, loss=0.707, pair=0.066, adv=3.645, sprd=0.023]
Ep 021/60 [S2:+mat]:  74%|██▏| 246/333 [02:51<00:58,  1.50it/s, loss=0.717, pair=0.046, adv=3.544, sprd=0.023]
Ep 021/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:02,  1.38it/s, loss=0.717, pair=0.046, adv=3.544, sprd=0.023]
Ep 021/60 [S2:+mat]:  74%|██▏| 247/333 [02:52<01:02,  1.38it/s, loss=0.725, pair=0.031, adv=3.584, sprd=0.029]
Ep 021/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:58,  1.45it/s, loss=0.725, pair=0.031, adv=3.584, sprd=0.029]
Ep 021/60 [S2:+mat]:  74%|██▏| 248/333 [02:53<00:58,  1.45it/s, loss=0.734, pair=0.062, adv=3.537, sprd=0.024]
Ep 021/60 [S2:+mat]:  75%|██▏| 249/333 [02:53<01:00,  1.40it/s, loss=0.734, pair=0.062, adv=3.537, sprd=0.024]
Ep 021/60 [S2:+mat]:  75%|██▏| 249/333 [02:53<01:00,  1.40it/s, loss=0.708, pair=0.102, adv=3.330, sprd=0.026]
Ep 021/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:56,  1.47it/s, loss=0.708, pair=0.102, adv=3.330, sprd=0.026]
Ep 021/60 [S2:+mat]:  75%|██▎| 250/333 [02:54<00:56,  1.47it/s, loss=0.714, pair=0.030, adv=3.291, sprd=0.023]
Ep 021/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:56,  1.44it/s, loss=0.714, pair=0.030, adv=3.291, sprd=0.023]
Ep 021/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:56,  1.44it/s, loss=0.696, pair=0.007, adv=3.537, sprd=0.023]
Ep 021/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:54,  1.50it/s, loss=0.696, pair=0.007, adv=3.537, sprd=0.023]
Ep 021/60 [S2:+mat]:  76%|██▎| 252/333 [02:55<00:54,  1.50it/s, loss=0.689, pair=0.055, adv=3.058, sprd=0.024]
Ep 021/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:58,  1.38it/s, loss=0.689, pair=0.055, adv=3.058, sprd=0.024]
Ep 021/60 [S2:+mat]:  76%|██▎| 253/333 [02:56<00:58,  1.38it/s, loss=0.683, pair=0.060, adv=3.136, sprd=0.022]
Ep 021/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:54,  1.45it/s, loss=0.683, pair=0.060, adv=3.136, sprd=0.022]
Ep 021/60 [S2:+mat]:  76%|██▎| 254/333 [02:57<00:54,  1.45it/s, loss=0.707, pair=0.023, adv=3.197, sprd=0.025]
Ep 021/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:55,  1.39it/s, loss=0.707, pair=0.023, adv=3.197, sprd=0.025]
Ep 021/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:55,  1.39it/s, loss=0.691, pair=0.026, adv=3.474, sprd=0.024]
Ep 021/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:52,  1.47it/s, loss=0.691, pair=0.026, adv=3.474, sprd=0.024]
Ep 021/60 [S2:+mat]:  77%|██▎| 256/333 [02:58<00:52,  1.47it/s, loss=0.777, pair=0.024, adv=3.449, sprd=0.021]
Ep 021/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:53,  1.42it/s, loss=0.777, pair=0.024, adv=3.449, sprd=0.021]
Ep 021/60 [S2:+mat]:  77%|██▎| 257/333 [02:59<00:53,  1.42it/s, loss=0.701, pair=0.033, adv=3.396, sprd=0.019]
Ep 021/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:50,  1.48it/s, loss=0.701, pair=0.033, adv=3.396, sprd=0.019]
Ep 021/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:50,  1.48it/s, loss=0.684, pair=0.004, adv=3.283, sprd=0.020]
Ep 021/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.41it/s, loss=0.684, pair=0.004, adv=3.283, sprd=0.020]
Ep 021/60 [S2:+mat]:  78%|██▎| 259/333 [03:00<00:52,  1.41it/s, loss=0.687, pair=0.018, adv=3.503, sprd=0.021]
Ep 021/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:48,  1.49it/s, loss=0.687, pair=0.018, adv=3.503, sprd=0.021]
Ep 021/60 [S2:+mat]:  78%|██▎| 260/333 [03:01<00:48,  1.49it/s, loss=0.719, pair=0.021, adv=3.817, sprd=0.023]
Ep 021/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:50,  1.44it/s, loss=0.719, pair=0.021, adv=3.817, sprd=0.023]
Ep 021/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:50,  1.44it/s, loss=0.711, pair=0.011, adv=3.445, sprd=0.025]
Ep 021/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:47,  1.48it/s, loss=0.711, pair=0.011, adv=3.445, sprd=0.025]
Ep 021/60 [S2:+mat]:  79%|██▎| 262/333 [03:02<00:47,  1.48it/s, loss=0.697, pair=0.013, adv=3.298, sprd=0.021]
Ep 021/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:48,  1.44it/s, loss=0.697, pair=0.013, adv=3.298, sprd=0.021]
Ep 021/60 [S2:+mat]:  79%|██▎| 263/333 [03:03<00:48,  1.44it/s, loss=0.708, pair=0.034, adv=3.761, sprd=0.027]
Ep 021/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:46,  1.50it/s, loss=0.708, pair=0.034, adv=3.761, sprd=0.027]
Ep 021/60 [S2:+mat]:  79%|██▍| 264/333 [03:04<00:46,  1.50it/s, loss=0.737, pair=0.017, adv=3.748, sprd=0.028]
Ep 021/60 [S2:+mat]:  80%|██▍| 265/333 [03:04<00:47,  1.44it/s, loss=0.737, pair=0.017, adv=3.748, sprd=0.028]
Ep 021/60 [S2:+mat]:  80%|██▍| 265/333 [03:04<00:47,  1.44it/s, loss=0.710, pair=0.005, adv=3.555, sprd=0.028]
Ep 021/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:44,  1.50it/s, loss=0.710, pair=0.005, adv=3.555, sprd=0.028]
Ep 021/60 [S2:+mat]:  80%|██▍| 266/333 [03:05<00:44,  1.50it/s, loss=0.741, pair=0.044, adv=3.573, sprd=0.026]
Ep 021/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:46,  1.42it/s, loss=0.741, pair=0.044, adv=3.573, sprd=0.026]
Ep 021/60 [S2:+mat]:  80%|██▍| 267/333 [03:06<00:46,  1.42it/s, loss=0.708, pair=0.020, adv=3.357, sprd=0.026]
Ep 021/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:43,  1.48it/s, loss=0.708, pair=0.020, adv=3.357, sprd=0.026]
Ep 021/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:43,  1.48it/s, loss=0.763, pair=0.011, adv=3.478, sprd=0.021]
Ep 021/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:44,  1.44it/s, loss=0.763, pair=0.011, adv=3.478, sprd=0.021]
Ep 021/60 [S2:+mat]:  81%|██▍| 269/333 [03:07<00:44,  1.44it/s, loss=0.705, pair=0.020, adv=3.742, sprd=0.029]
Ep 021/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:41,  1.50it/s, loss=0.705, pair=0.020, adv=3.742, sprd=0.029]
Ep 021/60 [S2:+mat]:  81%|██▍| 270/333 [03:08<00:41,  1.50it/s, loss=0.742, pair=0.006, adv=3.910, sprd=0.031]
Ep 021/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:43,  1.41it/s, loss=0.742, pair=0.006, adv=3.910, sprd=0.031]
Ep 021/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:43,  1.41it/s, loss=0.697, pair=0.021, adv=3.384, sprd=0.024]
Ep 021/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:40,  1.50it/s, loss=0.697, pair=0.021, adv=3.384, sprd=0.024]
Ep 021/60 [S2:+mat]:  82%|██▍| 272/333 [03:09<00:40,  1.50it/s, loss=0.708, pair=0.016, adv=3.833, sprd=0.022]
Ep 021/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:41,  1.43it/s, loss=0.708, pair=0.016, adv=3.833, sprd=0.022]
Ep 021/60 [S2:+mat]:  82%|██▍| 273/333 [03:10<00:41,  1.43it/s, loss=0.708, pair=0.017, adv=3.834, sprd=0.026]
Ep 021/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.48it/s, loss=0.708, pair=0.017, adv=3.834, sprd=0.026]
Ep 021/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.48it/s, loss=0.719, pair=0.020, adv=3.652, sprd=0.026]
Ep 021/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:42,  1.37it/s, loss=0.719, pair=0.020, adv=3.652, sprd=0.026]
Ep 021/60 [S2:+mat]:  83%|██▍| 275/333 [03:11<00:42,  1.37it/s, loss=0.719, pair=0.013, adv=3.562, sprd=0.027]
Ep 021/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:39,  1.44it/s, loss=0.719, pair=0.013, adv=3.562, sprd=0.027]
Ep 021/60 [S2:+mat]:  83%|██▍| 276/333 [03:12<00:39,  1.44it/s, loss=0.718, pair=0.045, adv=3.438, sprd=0.019]
Ep 021/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:39,  1.41it/s, loss=0.718, pair=0.045, adv=3.438, sprd=0.019]
Ep 021/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:39,  1.41it/s, loss=0.709, pair=0.054, adv=3.148, sprd=0.029]
Ep 021/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:36,  1.49it/s, loss=0.709, pair=0.054, adv=3.148, sprd=0.029]
Ep 021/60 [S2:+mat]:  83%|██▌| 278/333 [03:13<00:36,  1.49it/s, loss=0.727, pair=0.043, adv=3.632, sprd=0.025]
Ep 021/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.46it/s, loss=0.727, pair=0.043, adv=3.632, sprd=0.025]
Ep 021/60 [S2:+mat]:  84%|██▌| 279/333 [03:14<00:37,  1.46it/s, loss=0.719, pair=0.010, adv=3.728, sprd=0.022]
Ep 021/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:34,  1.52it/s, loss=0.719, pair=0.010, adv=3.728, sprd=0.022]
Ep 021/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:34,  1.52it/s, loss=0.727, pair=0.085, adv=3.430, sprd=0.022]
Ep 021/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:35,  1.47it/s, loss=0.727, pair=0.085, adv=3.430, sprd=0.022]
Ep 021/60 [S2:+mat]:  84%|██▌| 281/333 [03:15<00:35,  1.47it/s, loss=0.725, pair=0.127, adv=3.851, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:33,  1.53it/s, loss=0.725, pair=0.127, adv=3.851, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 282/333 [03:16<00:33,  1.53it/s, loss=0.727, pair=0.054, adv=3.618, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:35,  1.43it/s, loss=0.727, pair=0.054, adv=3.618, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:35,  1.43it/s, loss=0.695, pair=0.019, adv=3.679, sprd=0.024]
Ep 021/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.49it/s, loss=0.695, pair=0.019, adv=3.679, sprd=0.024]
Ep 021/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:32,  1.49it/s, loss=0.745, pair=0.013, adv=3.944, sprd=0.032]
Ep 021/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:34,  1.39it/s, loss=0.745, pair=0.013, adv=3.944, sprd=0.032]
Ep 021/60 [S2:+mat]:  86%|██▌| 285/333 [03:18<00:34,  1.39it/s, loss=0.700, pair=0.040, adv=3.595, sprd=0.021]
Ep 021/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:32,  1.46it/s, loss=0.700, pair=0.040, adv=3.595, sprd=0.021]
Ep 021/60 [S2:+mat]:  86%|██▌| 286/333 [03:19<00:32,  1.46it/s, loss=0.720, pair=0.042, adv=3.461, sprd=0.025]
Ep 021/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:32,  1.41it/s, loss=0.720, pair=0.042, adv=3.461, sprd=0.025]
Ep 021/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:32,  1.41it/s, loss=0.703, pair=0.024, adv=3.737, sprd=0.025]
Ep 021/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.48it/s, loss=0.703, pair=0.024, adv=3.737, sprd=0.025]
Ep 021/60 [S2:+mat]:  86%|██▌| 288/333 [03:20<00:30,  1.48it/s, loss=0.728, pair=0.005, adv=3.649, sprd=0.027]
Ep 021/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.43it/s, loss=0.728, pair=0.005, adv=3.649, sprd=0.027]
Ep 021/60 [S2:+mat]:  87%|██▌| 289/333 [03:21<00:30,  1.43it/s, loss=0.705, pair=0.010, adv=3.509, sprd=0.025]
Ep 021/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:28,  1.49it/s, loss=0.705, pair=0.010, adv=3.509, sprd=0.025]
Ep 021/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:28,  1.49it/s, loss=0.789, pair=0.002, adv=3.507, sprd=0.029]
Ep 021/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.43it/s, loss=0.789, pair=0.002, adv=3.507, sprd=0.029]
Ep 021/60 [S2:+mat]:  87%|██▌| 291/333 [03:22<00:29,  1.43it/s, loss=0.700, pair=0.005, adv=3.447, sprd=0.026]
Ep 021/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.51it/s, loss=0.700, pair=0.005, adv=3.447, sprd=0.026]
Ep 021/60 [S2:+mat]:  88%|██▋| 292/333 [03:23<00:27,  1.51it/s, loss=0.710, pair=0.007, adv=3.353, sprd=0.024]
Ep 021/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.45it/s, loss=0.710, pair=0.007, adv=3.353, sprd=0.024]
Ep 021/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.45it/s, loss=0.709, pair=0.056, adv=3.552, sprd=0.022]
Ep 021/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.53it/s, loss=0.709, pair=0.056, adv=3.552, sprd=0.022]
Ep 021/60 [S2:+mat]:  88%|██▋| 294/333 [03:24<00:25,  1.53it/s, loss=0.743, pair=0.020, adv=3.353, sprd=0.028]
Ep 021/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:25,  1.48it/s, loss=0.743, pair=0.020, adv=3.353, sprd=0.028]
Ep 021/60 [S2:+mat]:  89%|██▋| 295/333 [03:25<00:25,  1.48it/s, loss=0.724, pair=0.012, adv=3.499, sprd=0.030]
Ep 021/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.53it/s, loss=0.724, pair=0.012, adv=3.499, sprd=0.030]
Ep 021/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.53it/s, loss=0.708, pair=0.014, adv=3.693, sprd=0.023]
Ep 021/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.41it/s, loss=0.708, pair=0.014, adv=3.693, sprd=0.023]
Ep 021/60 [S2:+mat]:  89%|██▋| 297/333 [03:26<00:25,  1.41it/s, loss=0.730, pair=0.053, adv=3.711, sprd=0.027]
Ep 021/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.48it/s, loss=0.730, pair=0.053, adv=3.711, sprd=0.027]
Ep 021/60 [S2:+mat]:  89%|██▋| 298/333 [03:27<00:23,  1.48it/s, loss=0.745, pair=0.063, adv=3.797, sprd=0.028]
Ep 021/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:24,  1.38it/s, loss=0.745, pair=0.063, adv=3.797, sprd=0.028]
Ep 021/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:24,  1.38it/s, loss=0.704, pair=0.065, adv=3.400, sprd=0.022]
Ep 021/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.47it/s, loss=0.704, pair=0.065, adv=3.400, sprd=0.022]
Ep 021/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.47it/s, loss=0.718, pair=0.029, adv=3.484, sprd=0.023]
Ep 021/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.43it/s, loss=0.718, pair=0.029, adv=3.484, sprd=0.023]
Ep 021/60 [S2:+mat]:  90%|██▋| 301/333 [03:29<00:22,  1.43it/s, loss=0.693, pair=0.002, adv=3.702, sprd=0.025]
Ep 021/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:20,  1.50it/s, loss=0.693, pair=0.002, adv=3.702, sprd=0.025]
Ep 021/60 [S2:+mat]:  91%|██▋| 302/333 [03:30<00:20,  1.50it/s, loss=0.672, pair=0.036, adv=3.014, sprd=0.018]
Ep 021/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:20,  1.44it/s, loss=0.672, pair=0.036, adv=3.014, sprd=0.018]
Ep 021/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:20,  1.44it/s, loss=0.694, pair=0.046, adv=3.372, sprd=0.023]
Ep 021/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.51it/s, loss=0.694, pair=0.046, adv=3.372, sprd=0.023]
Ep 021/60 [S2:+mat]:  91%|██▋| 304/333 [03:31<00:19,  1.51it/s, loss=0.717, pair=0.035, adv=3.588, sprd=0.026]
Ep 021/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.44it/s, loss=0.717, pair=0.035, adv=3.588, sprd=0.026]
Ep 021/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.44it/s, loss=0.663, pair=0.016, adv=3.090, sprd=0.022]
Ep 021/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:17,  1.53it/s, loss=0.663, pair=0.016, adv=3.090, sprd=0.022]
Ep 021/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:17,  1.53it/s, loss=0.717, pair=0.031, adv=3.538, sprd=0.025]
Ep 021/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.717, pair=0.031, adv=3.538, sprd=0.025]
Ep 021/60 [S2:+mat]:  92%|██▊| 307/333 [03:33<00:18,  1.41it/s, loss=0.663, pair=0.044, adv=2.971, sprd=0.020]
Ep 021/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.53it/s, loss=0.663, pair=0.044, adv=2.971, sprd=0.020]
Ep 021/60 [S2:+mat]:  92%|██▊| 308/333 [03:34<00:16,  1.53it/s, loss=0.733, pair=0.061, adv=3.466, sprd=0.026]
Ep 021/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.44it/s, loss=0.733, pair=0.061, adv=3.466, sprd=0.026]
Ep 021/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.44it/s, loss=0.702, pair=0.057, adv=3.265, sprd=0.021]
Ep 021/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.52it/s, loss=0.702, pair=0.057, adv=3.265, sprd=0.021]
Ep 021/60 [S2:+mat]:  93%|██▊| 310/333 [03:35<00:15,  1.52it/s, loss=0.727, pair=0.073, adv=3.635, sprd=0.022]
Ep 021/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:14,  1.47it/s, loss=0.727, pair=0.073, adv=3.635, sprd=0.022]
Ep 021/60 [S2:+mat]:  93%|██▊| 311/333 [03:36<00:14,  1.47it/s, loss=0.735, pair=0.042, adv=3.427, sprd=0.032]
Ep 021/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:13,  1.50it/s, loss=0.735, pair=0.042, adv=3.427, sprd=0.032]
Ep 021/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:13,  1.50it/s, loss=0.778, pair=0.011, adv=3.716, sprd=0.026]
Ep 021/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.44it/s, loss=0.778, pair=0.011, adv=3.716, sprd=0.026]
Ep 021/60 [S2:+mat]:  94%|██▊| 313/333 [03:37<00:13,  1.44it/s, loss=0.712, pair=0.087, adv=3.564, sprd=0.024]
Ep 021/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.50it/s, loss=0.712, pair=0.087, adv=3.564, sprd=0.024]
Ep 021/60 [S2:+mat]:  94%|██▊| 314/333 [03:38<00:12,  1.50it/s, loss=0.731, pair=0.025, adv=3.660, sprd=0.029]
Ep 021/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:13,  1.38it/s, loss=0.731, pair=0.025, adv=3.660, sprd=0.029]
Ep 021/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:13,  1.38it/s, loss=0.715, pair=0.042, adv=3.611, sprd=0.025]
Ep 021/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.45it/s, loss=0.715, pair=0.042, adv=3.611, sprd=0.025]
Ep 021/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.45it/s, loss=0.722, pair=0.020, adv=3.520, sprd=0.027]
Ep 021/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.40it/s, loss=0.722, pair=0.020, adv=3.520, sprd=0.027]
Ep 021/60 [S2:+mat]:  95%|██▊| 317/333 [03:40<00:11,  1.40it/s, loss=0.727, pair=0.041, adv=3.474, sprd=0.029]
Ep 021/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.46it/s, loss=0.727, pair=0.041, adv=3.474, sprd=0.029]
Ep 021/60 [S2:+mat]:  95%|██▊| 318/333 [03:41<00:10,  1.46it/s, loss=0.878, pair=0.027, adv=3.772, sprd=0.028]
Ep 021/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.41it/s, loss=0.878, pair=0.027, adv=3.772, sprd=0.028]
Ep 021/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.41it/s, loss=0.719, pair=0.049, adv=3.846, sprd=0.027]
Ep 021/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.719, pair=0.049, adv=3.846, sprd=0.027]
Ep 021/60 [S2:+mat]:  96%|██▉| 320/333 [03:42<00:08,  1.47it/s, loss=0.733, pair=0.009, adv=3.630, sprd=0.033]
Ep 021/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.40it/s, loss=0.733, pair=0.009, adv=3.630, sprd=0.033]
Ep 021/60 [S2:+mat]:  96%|██▉| 321/333 [03:43<00:08,  1.40it/s, loss=0.687, pair=0.030, adv=3.561, sprd=0.020]
Ep 021/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.48it/s, loss=0.687, pair=0.030, adv=3.561, sprd=0.020]
Ep 021/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.48it/s, loss=0.725, pair=0.004, adv=3.805, sprd=0.028]
Ep 021/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.42it/s, loss=0.725, pair=0.004, adv=3.805, sprd=0.028]
Ep 021/60 [S2:+mat]:  97%|██▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.789, pair=0.043, adv=3.770, sprd=0.031]
Ep 021/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:05,  1.50it/s, loss=0.789, pair=0.043, adv=3.770, sprd=0.031]
Ep 021/60 [S2:+mat]:  97%|██▉| 324/333 [03:45<00:05,  1.50it/s, loss=0.732, pair=0.070, adv=3.560, sprd=0.026]
Ep 021/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.732, pair=0.070, adv=3.560, sprd=0.026]
Ep 021/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.712, pair=0.046, adv=3.685, sprd=0.026]
Ep 021/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.712, pair=0.046, adv=3.685, sprd=0.026]
Ep 021/60 [S2:+mat]:  98%|██▉| 326/333 [03:46<00:04,  1.51it/s, loss=0.716, pair=0.019, adv=3.637, sprd=0.024]
Ep 021/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.716, pair=0.019, adv=3.637, sprd=0.024]
Ep 021/60 [S2:+mat]:  98%|██▉| 327/333 [03:47<00:04,  1.45it/s, loss=0.706, pair=0.036, adv=3.581, sprd=0.023]
Ep 021/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.53it/s, loss=0.706, pair=0.036, adv=3.581, sprd=0.023]
Ep 021/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.53it/s, loss=0.736, pair=0.046, adv=3.541, sprd=0.030]
Ep 021/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.736, pair=0.046, adv=3.541, sprd=0.030]
Ep 021/60 [S2:+mat]:  99%|██▉| 329/333 [03:48<00:02,  1.45it/s, loss=0.735, pair=0.084, adv=3.414, sprd=0.028]
Ep 021/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.735, pair=0.084, adv=3.414, sprd=0.028]
Ep 021/60 [S2:+mat]:  99%|██▉| 330/333 [03:49<00:02,  1.49it/s, loss=0.738, pair=0.087, adv=3.358, sprd=0.024]
Ep 021/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.46it/s, loss=0.738, pair=0.087, adv=3.358, sprd=0.024]
Ep 021/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.46it/s, loss=0.859, pair=0.033, adv=3.362, sprd=0.026]
Ep 021/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.52it/s, loss=0.859, pair=0.033, adv=3.362, sprd=0.026]
Ep 021/60 [S2:+mat]: 100%|██▉| 332/333 [03:50<00:00,  1.52it/s, loss=0.681, pair=0.071, adv=2.944, sprd=0.017]
Ep 021/60 [S2:+mat]: 100%|███| 333/333 [03:50<00:00,  1.47it/s, loss=0.681, pair=0.071, adv=2.944, sprd=0.017]
                                                                                                              
Epoch 021/60 [S2:+mat]  loss=0.7270  mat=0.2367  sens=1.0558  pair=0.0521  adv=3.5246(rand=3.37)  deg=0.0186  orth=0.0087  spread=0.0256  q_mean=49.9  q_std=12.4  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.63e-05  231s

Ep 022/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 022/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.738, pair=0.051, adv=3.695, sprd=0.025]
Ep 022/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:30,  1.18s/it, loss=0.738, pair=0.051, adv=3.695, sprd=0.025]
Ep 022/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:30,  1.18s/it, loss=0.697, pair=0.048, adv=3.266, sprd=0.019]
Ep 022/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:32,  1.22it/s, loss=0.697, pair=0.048, adv=3.266, sprd=0.019]
Ep 022/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:32,  1.22it/s, loss=0.804, pair=0.032, adv=3.843, sprd=0.032]
Ep 022/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:23,  1.25it/s, loss=0.804, pair=0.032, adv=3.843, sprd=0.032]
Ep 022/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:23,  1.25it/s, loss=0.680, pair=0.012, adv=3.241, sprd=0.022]
Ep 022/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.39it/s, loss=0.680, pair=0.012, adv=3.241, sprd=0.022]
Ep 022/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.39it/s, loss=0.675, pair=0.049, adv=3.155, sprd=0.019]
Ep 022/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:08,  1.32it/s, loss=0.675, pair=0.049, adv=3.155, sprd=0.019]
Ep 022/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:08,  1.32it/s, loss=0.709, pair=0.049, adv=3.510, sprd=0.026]
Ep 022/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:49,  1.42it/s, loss=0.709, pair=0.049, adv=3.510, sprd=0.026]
Ep 022/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:49,  1.42it/s, loss=0.753, pair=0.027, adv=3.689, sprd=0.032]
Ep 022/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:55,  1.38it/s, loss=0.753, pair=0.027, adv=3.689, sprd=0.032]
Ep 022/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:55,  1.38it/s, loss=0.824, pair=0.329, adv=3.678, sprd=0.033]
Ep 022/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:44,  1.45it/s, loss=0.824, pair=0.329, adv=3.678, sprd=0.033]
Ep 022/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:44,  1.45it/s, loss=0.793, pair=0.040, adv=3.468, sprd=0.023]
Ep 022/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:52,  1.39it/s, loss=0.793, pair=0.040, adv=3.468, sprd=0.023]
Ep 022/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:52,  1.39it/s, loss=0.712, pair=0.066, adv=3.367, sprd=0.026]
Ep 022/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:39,  1.47it/s, loss=0.712, pair=0.066, adv=3.367, sprd=0.026]
Ep 022/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:39,  1.47it/s, loss=0.702, pair=0.048, adv=3.493, sprd=0.021]
Ep 022/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.702, pair=0.048, adv=3.493, sprd=0.021]
Ep 022/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.719, pair=0.016, adv=3.446, sprd=0.030]
Ep 022/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:38,  1.47it/s, loss=0.719, pair=0.016, adv=3.446, sprd=0.030]
Ep 022/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:38,  1.47it/s, loss=0.727, pair=0.070, adv=3.627, sprd=0.025]
Ep 022/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:46,  1.41it/s, loss=0.727, pair=0.070, adv=3.627, sprd=0.025]
Ep 022/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:46,  1.41it/s, loss=0.707, pair=0.033, adv=3.772, sprd=0.028]
Ep 022/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:37,  1.47it/s, loss=0.707, pair=0.033, adv=3.772, sprd=0.028]
Ep 022/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:37,  1.47it/s, loss=0.759, pair=0.015, adv=3.859, sprd=0.035]
Ep 022/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:47,  1.39it/s, loss=0.759, pair=0.015, adv=3.859, sprd=0.035]
Ep 022/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:47,  1.39it/s, loss=0.719, pair=0.018, adv=3.414, sprd=0.028]
Ep 022/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:36,  1.46it/s, loss=0.719, pair=0.018, adv=3.414, sprd=0.028]
Ep 022/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:36,  1.46it/s, loss=0.708, pair=0.012, adv=3.405, sprd=0.024]
Ep 022/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:44,  1.41it/s, loss=0.708, pair=0.012, adv=3.405, sprd=0.024]
Ep 022/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:44,  1.41it/s, loss=0.721, pair=0.043, adv=3.491, sprd=0.026]
Ep 022/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:35,  1.46it/s, loss=0.721, pair=0.043, adv=3.491, sprd=0.026]
Ep 022/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:35,  1.46it/s, loss=0.724, pair=0.035, adv=3.625, sprd=0.025]
Ep 022/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:42,  1.41it/s, loss=0.724, pair=0.035, adv=3.625, sprd=0.025]
Ep 022/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:42,  1.41it/s, loss=0.659, pair=0.023, adv=3.025, sprd=0.023]
Ep 022/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:26,  1.51it/s, loss=0.659, pair=0.023, adv=3.025, sprd=0.023]
Ep 022/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:26,  1.51it/s, loss=0.714, pair=0.013, adv=3.350, sprd=0.023]
Ep 022/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:33,  1.46it/s, loss=0.714, pair=0.013, adv=3.350, sprd=0.023]
Ep 022/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:33,  1.46it/s, loss=0.705, pair=0.018, adv=3.528, sprd=0.027]
Ep 022/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:25,  1.51it/s, loss=0.705, pair=0.018, adv=3.528, sprd=0.027]
Ep 022/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:25,  1.51it/s, loss=0.678, pair=0.024, adv=3.194, sprd=0.019]
Ep 022/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:33,  1.45it/s, loss=0.678, pair=0.024, adv=3.194, sprd=0.019]
Ep 022/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:33,  1.45it/s, loss=0.713, pair=0.056, adv=3.413, sprd=0.025]
Ep 022/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:24,  1.51it/s, loss=0.713, pair=0.056, adv=3.413, sprd=0.025]
Ep 022/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:24,  1.51it/s, loss=0.703, pair=0.021, adv=3.278, sprd=0.027]
Ep 022/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:35,  1.43it/s, loss=0.703, pair=0.021, adv=3.278, sprd=0.027]
Ep 022/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:35,  1.43it/s, loss=0.696, pair=0.065, adv=3.413, sprd=0.021]
Ep 022/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:21,  1.52it/s, loss=0.696, pair=0.065, adv=3.413, sprd=0.021]
Ep 022/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:21,  1.52it/s, loss=0.743, pair=0.027, adv=3.681, sprd=0.028]
Ep 022/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:32,  1.44it/s, loss=0.743, pair=0.027, adv=3.681, sprd=0.028]
Ep 022/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:32,  1.44it/s, loss=0.704, pair=0.032, adv=3.235, sprd=0.025]
Ep 022/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:21,  1.51it/s, loss=0.704, pair=0.032, adv=3.235, sprd=0.025]
Ep 022/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:21,  1.51it/s, loss=0.731, pair=0.026, adv=3.949, sprd=0.028]
Ep 022/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:36,  1.41it/s, loss=0.731, pair=0.026, adv=3.949, sprd=0.028]
Ep 022/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:36,  1.41it/s, loss=0.688, pair=0.019, adv=3.444, sprd=0.022]
Ep 022/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:21,  1.50it/s, loss=0.688, pair=0.019, adv=3.444, sprd=0.022]
Ep 022/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:21,  1.50it/s, loss=0.702, pair=0.037, adv=3.530, sprd=0.022]
Ep 022/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:29,  1.44it/s, loss=0.702, pair=0.037, adv=3.530, sprd=0.022]
Ep 022/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:29,  1.44it/s, loss=0.686, pair=0.070, adv=3.157, sprd=0.019]
Ep 022/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:15,  1.54it/s, loss=0.686, pair=0.070, adv=3.157, sprd=0.019]
Ep 022/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:15,  1.54it/s, loss=0.775, pair=0.013, adv=3.560, sprd=0.024]
Ep 022/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:25,  1.46it/s, loss=0.775, pair=0.013, adv=3.560, sprd=0.024]
Ep 022/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:25,  1.46it/s, loss=0.695, pair=0.038, adv=3.705, sprd=0.021]
Ep 022/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:14,  1.54it/s, loss=0.695, pair=0.038, adv=3.705, sprd=0.021]
Ep 022/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:14,  1.54it/s, loss=0.720, pair=0.035, adv=3.773, sprd=0.024]
Ep 022/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:23,  1.47it/s, loss=0.720, pair=0.035, adv=3.773, sprd=0.024]
Ep 022/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:23,  1.47it/s, loss=0.739, pair=0.047, adv=3.643, sprd=0.033]
Ep 022/60 [S2:+mat]:  11%|▍   | 36/333 [00:24<03:16,  1.51it/s, loss=0.739, pair=0.047, adv=3.643, sprd=0.033]
Ep 022/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:16,  1.51it/s, loss=0.731, pair=0.045, adv=3.736, sprd=0.023]
Ep 022/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:24,  1.45it/s, loss=0.731, pair=0.045, adv=3.736, sprd=0.023]
Ep 022/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:24,  1.45it/s, loss=0.706, pair=0.075, adv=3.546, sprd=0.020]
Ep 022/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:13,  1.52it/s, loss=0.706, pair=0.075, adv=3.546, sprd=0.020]
Ep 022/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:13,  1.52it/s, loss=0.715, pair=0.098, adv=3.325, sprd=0.020]
Ep 022/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:19,  1.47it/s, loss=0.715, pair=0.098, adv=3.325, sprd=0.020]
Ep 022/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:19,  1.47it/s, loss=0.732, pair=0.031, adv=3.792, sprd=0.031]
Ep 022/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:14,  1.51it/s, loss=0.732, pair=0.031, adv=3.792, sprd=0.031]
Ep 022/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:14,  1.51it/s, loss=0.726, pair=0.011, adv=3.965, sprd=0.031]
Ep 022/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:22,  1.44it/s, loss=0.726, pair=0.011, adv=3.965, sprd=0.031]
Ep 022/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:22,  1.44it/s, loss=0.729, pair=0.003, adv=4.113, sprd=0.030]
Ep 022/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:15,  1.49it/s, loss=0.729, pair=0.003, adv=4.113, sprd=0.030]
Ep 022/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:15,  1.49it/s, loss=0.743, pair=0.125, adv=3.493, sprd=0.024]
Ep 022/60 [S2:+mat]:  13%|▌   | 43/333 [00:29<03:19,  1.45it/s, loss=0.743, pair=0.125, adv=3.493, sprd=0.024]
Ep 022/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:19,  1.45it/s, loss=0.713, pair=0.061, adv=3.901, sprd=0.026]
Ep 022/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:12,  1.50it/s, loss=0.713, pair=0.061, adv=3.901, sprd=0.026]
Ep 022/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:12,  1.50it/s, loss=0.727, pair=0.067, adv=3.591, sprd=0.025]
Ep 022/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:18,  1.45it/s, loss=0.727, pair=0.067, adv=3.591, sprd=0.025]
Ep 022/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:18,  1.45it/s, loss=0.738, pair=0.020, adv=3.909, sprd=0.031]
Ep 022/60 [S2:+mat]:  14%|▌   | 46/333 [00:31<03:11,  1.50it/s, loss=0.738, pair=0.020, adv=3.909, sprd=0.031]
Ep 022/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:11,  1.50it/s, loss=0.782, pair=0.004, adv=3.587, sprd=0.025]
Ep 022/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:23,  1.40it/s, loss=0.782, pair=0.004, adv=3.587, sprd=0.025]
Ep 022/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:23,  1.40it/s, loss=0.738, pair=0.068, adv=3.944, sprd=0.030]
Ep 022/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:15,  1.46it/s, loss=0.738, pair=0.068, adv=3.944, sprd=0.030]
Ep 022/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:15,  1.46it/s, loss=0.751, pair=0.093, adv=3.680, sprd=0.027]
Ep 022/60 [S2:+mat]:  15%|▌   | 49/333 [00:33<03:21,  1.41it/s, loss=0.751, pair=0.093, adv=3.680, sprd=0.027]
Ep 022/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:21,  1.41it/s, loss=0.740, pair=0.052, adv=3.614, sprd=0.034]
Ep 022/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:14,  1.46it/s, loss=0.740, pair=0.052, adv=3.614, sprd=0.034]
Ep 022/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:14,  1.46it/s, loss=0.753, pair=0.018, adv=4.007, sprd=0.033]
Ep 022/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:24,  1.38it/s, loss=0.753, pair=0.018, adv=4.007, sprd=0.033]
Ep 022/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:24,  1.38it/s, loss=0.712, pair=0.006, adv=3.784, sprd=0.024]
Ep 022/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:11,  1.46it/s, loss=0.712, pair=0.006, adv=3.784, sprd=0.024]
Ep 022/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:11,  1.46it/s, loss=0.706, pair=0.050, adv=3.398, sprd=0.017]
Ep 022/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:24,  1.37it/s, loss=0.706, pair=0.050, adv=3.398, sprd=0.017]
Ep 022/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:24,  1.37it/s, loss=0.699, pair=0.018, adv=3.867, sprd=0.027]
Ep 022/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:14,  1.44it/s, loss=0.699, pair=0.018, adv=3.867, sprd=0.027]
Ep 022/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:14,  1.44it/s, loss=0.734, pair=0.075, adv=3.693, sprd=0.026]
Ep 022/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:16,  1.42it/s, loss=0.734, pair=0.075, adv=3.693, sprd=0.026]
Ep 022/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:16,  1.42it/s, loss=0.729, pair=0.023, adv=3.814, sprd=0.029]
Ep 022/60 [S2:+mat]:  17%|▋   | 56/333 [00:38<03:08,  1.47it/s, loss=0.729, pair=0.023, adv=3.814, sprd=0.029]
Ep 022/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:08,  1.47it/s, loss=0.768, pair=0.139, adv=3.585, sprd=0.026]
Ep 022/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:20,  1.38it/s, loss=0.768, pair=0.139, adv=3.585, sprd=0.026]
Ep 022/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:20,  1.38it/s, loss=0.682, pair=0.019, adv=3.893, sprd=0.023]
Ep 022/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:09,  1.45it/s, loss=0.682, pair=0.019, adv=3.893, sprd=0.023]
Ep 022/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:09,  1.45it/s, loss=1.041, pair=1.116, adv=3.853, sprd=0.028]
Ep 022/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:18,  1.38it/s, loss=1.041, pair=1.116, adv=3.853, sprd=0.028]
Ep 022/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:18,  1.38it/s, loss=0.697, pair=0.084, adv=3.238, sprd=0.019]
Ep 022/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:04,  1.48it/s, loss=0.697, pair=0.084, adv=3.238, sprd=0.019]
Ep 022/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:04,  1.48it/s, loss=0.732, pair=0.064, adv=3.524, sprd=0.023]
Ep 022/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:10,  1.43it/s, loss=0.732, pair=0.064, adv=3.524, sprd=0.023]
Ep 022/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:10,  1.43it/s, loss=0.702, pair=0.018, adv=3.774, sprd=0.026]
Ep 022/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:02,  1.48it/s, loss=0.702, pair=0.018, adv=3.774, sprd=0.026]
Ep 022/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:02,  1.48it/s, loss=1.104, pair=1.336, adv=4.003, sprd=0.027]
Ep 022/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:12,  1.40it/s, loss=1.104, pair=1.336, adv=4.003, sprd=0.027]
Ep 022/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:12,  1.40it/s, loss=0.712, pair=0.010, adv=3.887, sprd=0.029]
Ep 022/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:02,  1.47it/s, loss=0.712, pair=0.010, adv=3.887, sprd=0.029]
Ep 022/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:02,  1.47it/s, loss=0.703, pair=0.009, adv=3.788, sprd=0.022]
Ep 022/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.703, pair=0.009, adv=3.788, sprd=0.022]
Ep 022/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.689, pair=0.004, adv=3.635, sprd=0.022]
Ep 022/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:58,  1.49it/s, loss=0.689, pair=0.004, adv=3.635, sprd=0.022]
Ep 022/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:58,  1.49it/s, loss=0.701, pair=0.038, adv=3.805, sprd=0.021]
Ep 022/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:16,  1.36it/s, loss=0.701, pair=0.038, adv=3.805, sprd=0.021]
Ep 022/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:16,  1.36it/s, loss=0.858, pair=0.035, adv=3.742, sprd=0.028]
Ep 022/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:03,  1.44it/s, loss=0.858, pair=0.035, adv=3.742, sprd=0.028]
Ep 022/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:03,  1.44it/s, loss=0.705, pair=0.026, adv=3.754, sprd=0.022]
Ep 022/60 [S2:+mat]:  21%|▊   | 69/333 [00:47<03:08,  1.40it/s, loss=0.705, pair=0.026, adv=3.754, sprd=0.022]
Ep 022/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:08,  1.40it/s, loss=0.754, pair=0.025, adv=3.683, sprd=0.026]
Ep 022/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:59,  1.47it/s, loss=0.754, pair=0.025, adv=3.683, sprd=0.026]
Ep 022/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:59,  1.47it/s, loss=0.732, pair=0.027, adv=3.475, sprd=0.028]
Ep 022/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:07,  1.40it/s, loss=0.732, pair=0.027, adv=3.475, sprd=0.028]
Ep 022/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:07,  1.40it/s, loss=0.704, pair=0.012, adv=3.664, sprd=0.025]
Ep 022/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:58,  1.46it/s, loss=0.704, pair=0.012, adv=3.664, sprd=0.025]
Ep 022/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:58,  1.46it/s, loss=0.725, pair=0.013, adv=3.625, sprd=0.027]
Ep 022/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:04,  1.41it/s, loss=0.725, pair=0.013, adv=3.625, sprd=0.027]
Ep 022/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:04,  1.41it/s, loss=0.680, pair=0.009, adv=3.376, sprd=0.021]
Ep 022/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:54,  1.48it/s, loss=0.680, pair=0.009, adv=3.376, sprd=0.021]
Ep 022/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:54,  1.48it/s, loss=0.720, pair=0.021, adv=3.600, sprd=0.023]
Ep 022/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:02,  1.41it/s, loss=0.720, pair=0.021, adv=3.600, sprd=0.023]
Ep 022/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:02,  1.41it/s, loss=0.700, pair=0.028, adv=3.803, sprd=0.021]
Ep 022/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:51,  1.50it/s, loss=0.700, pair=0.028, adv=3.803, sprd=0.021]
Ep 022/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:51,  1.50it/s, loss=1.103, pair=1.237, adv=3.594, sprd=0.033]
Ep 022/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<03:00,  1.42it/s, loss=1.103, pair=1.237, adv=3.594, sprd=0.033]
Ep 022/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:00,  1.42it/s, loss=0.696, pair=0.008, adv=3.925, sprd=0.024]
Ep 022/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:51,  1.48it/s, loss=0.696, pair=0.008, adv=3.925, sprd=0.024]
Ep 022/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:51,  1.48it/s, loss=0.697, pair=0.015, adv=3.455, sprd=0.021]
Ep 022/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:07,  1.36it/s, loss=0.697, pair=0.015, adv=3.455, sprd=0.021]
Ep 022/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:07,  1.36it/s, loss=0.698, pair=0.024, adv=3.890, sprd=0.024]
Ep 022/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:56,  1.43it/s, loss=0.698, pair=0.024, adv=3.890, sprd=0.024]
Ep 022/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:56,  1.43it/s, loss=0.710, pair=0.022, adv=3.270, sprd=0.023]
Ep 022/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<03:00,  1.39it/s, loss=0.710, pair=0.022, adv=3.270, sprd=0.023]
Ep 022/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<03:00,  1.39it/s, loss=0.722, pair=0.046, adv=3.453, sprd=0.029]
Ep 022/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:53,  1.45it/s, loss=0.722, pair=0.046, adv=3.453, sprd=0.029]
Ep 022/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:53,  1.45it/s, loss=0.762, pair=0.151, adv=3.613, sprd=0.023]
Ep 022/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<03:01,  1.38it/s, loss=0.762, pair=0.151, adv=3.613, sprd=0.023]
Ep 022/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<03:01,  1.38it/s, loss=0.715, pair=0.044, adv=3.683, sprd=0.026]
Ep 022/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:49,  1.47it/s, loss=0.715, pair=0.044, adv=3.683, sprd=0.026]
Ep 022/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:49,  1.47it/s, loss=0.785, pair=0.038, adv=3.308, sprd=0.023]
Ep 022/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:54,  1.42it/s, loss=0.785, pair=0.038, adv=3.308, sprd=0.023]
Ep 022/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:54,  1.42it/s, loss=0.710, pair=0.019, adv=3.829, sprd=0.026]
Ep 022/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:47,  1.47it/s, loss=0.710, pair=0.019, adv=3.829, sprd=0.026]
Ep 022/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:47,  1.47it/s, loss=0.734, pair=0.062, adv=3.670, sprd=0.028]
Ep 022/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:55,  1.40it/s, loss=0.734, pair=0.062, adv=3.670, sprd=0.028]
Ep 022/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:55,  1.40it/s, loss=0.725, pair=0.046, adv=3.697, sprd=0.029]
Ep 022/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:47,  1.46it/s, loss=0.725, pair=0.046, adv=3.697, sprd=0.029]
Ep 022/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:47,  1.46it/s, loss=0.719, pair=0.059, adv=3.665, sprd=0.022]
Ep 022/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:53,  1.40it/s, loss=0.719, pair=0.059, adv=3.665, sprd=0.022]
Ep 022/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:53,  1.40it/s, loss=0.737, pair=0.121, adv=3.719, sprd=0.029]
Ep 022/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:44,  1.47it/s, loss=0.737, pair=0.121, adv=3.719, sprd=0.029]
Ep 022/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:44,  1.47it/s, loss=0.733, pair=0.030, adv=3.666, sprd=0.024]
Ep 022/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:52,  1.41it/s, loss=0.733, pair=0.030, adv=3.666, sprd=0.024]
Ep 022/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:52,  1.41it/s, loss=0.704, pair=0.015, adv=3.651, sprd=0.027]
Ep 022/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:44,  1.47it/s, loss=0.704, pair=0.015, adv=3.651, sprd=0.027]
Ep 022/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:44,  1.47it/s, loss=0.729, pair=0.036, adv=3.504, sprd=0.027]
Ep 022/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:53,  1.38it/s, loss=0.729, pair=0.036, adv=3.504, sprd=0.027]
Ep 022/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:53,  1.38it/s, loss=0.701, pair=0.050, adv=3.518, sprd=0.024]
Ep 022/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:43,  1.46it/s, loss=0.701, pair=0.050, adv=3.518, sprd=0.024]
Ep 022/60 [S2:+mat]:  28%|█▏  | 94/333 [01:06<02:43,  1.46it/s, loss=0.743, pair=0.025, adv=3.692, sprd=0.033]
Ep 022/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:49,  1.41it/s, loss=0.743, pair=0.025, adv=3.692, sprd=0.033]
Ep 022/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:49,  1.41it/s, loss=0.706, pair=0.016, adv=3.792, sprd=0.025]
Ep 022/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:40,  1.48it/s, loss=0.706, pair=0.016, adv=3.792, sprd=0.025]
Ep 022/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:40,  1.48it/s, loss=0.715, pair=0.016, adv=3.407, sprd=0.023]
Ep 022/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:44,  1.43it/s, loss=0.715, pair=0.016, adv=3.407, sprd=0.023]
Ep 022/60 [S2:+mat]:  29%|█▏  | 97/333 [01:08<02:44,  1.43it/s, loss=0.704, pair=0.028, adv=3.796, sprd=0.027]
Ep 022/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.704, pair=0.028, adv=3.796, sprd=0.027]
Ep 022/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.722, pair=0.028, adv=3.443, sprd=0.025]
Ep 022/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:43,  1.43it/s, loss=0.722, pair=0.028, adv=3.443, sprd=0.025]
Ep 022/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:43,  1.43it/s, loss=0.885, pair=0.634, adv=3.635, sprd=0.027]
Ep 022/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:37,  1.48it/s, loss=0.885, pair=0.634, adv=3.635, sprd=0.027]
Ep 022/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:37,  1.48it/s, loss=0.757, pair=0.058, adv=3.123, sprd=0.022]
Ep 022/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:40,  1.44it/s, loss=0.757, pair=0.058, adv=3.123, sprd=0.022]
Ep 022/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:40,  1.44it/s, loss=0.691, pair=0.015, adv=3.381, sprd=0.023]
Ep 022/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:33,  1.51it/s, loss=0.691, pair=0.015, adv=3.381, sprd=0.023]
Ep 022/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:33,  1.51it/s, loss=0.692, pair=0.025, adv=3.460, sprd=0.021]
Ep 022/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:40,  1.44it/s, loss=0.692, pair=0.025, adv=3.460, sprd=0.021]
Ep 022/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:40,  1.44it/s, loss=0.709, pair=0.012, adv=3.523, sprd=0.029]
Ep 022/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.49it/s, loss=0.709, pair=0.012, adv=3.523, sprd=0.029]
Ep 022/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.49it/s, loss=0.733, pair=0.011, adv=3.743, sprd=0.028]
Ep 022/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:42,  1.40it/s, loss=0.733, pair=0.011, adv=3.743, sprd=0.028]
Ep 022/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:42,  1.40it/s, loss=0.688, pair=0.058, adv=3.442, sprd=0.021]
Ep 022/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:31,  1.49it/s, loss=0.688, pair=0.058, adv=3.442, sprd=0.021]
Ep 022/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:31,  1.49it/s, loss=0.722, pair=0.013, adv=3.691, sprd=0.027]
Ep 022/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:38,  1.42it/s, loss=0.722, pair=0.013, adv=3.691, sprd=0.027]
Ep 022/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:38,  1.42it/s, loss=0.739, pair=0.013, adv=3.710, sprd=0.031]
Ep 022/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:33,  1.47it/s, loss=0.739, pair=0.013, adv=3.710, sprd=0.031]
Ep 022/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:33,  1.47it/s, loss=0.728, pair=0.033, adv=3.567, sprd=0.028]
Ep 022/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:38,  1.41it/s, loss=0.728, pair=0.033, adv=3.567, sprd=0.028]
Ep 022/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:38,  1.41it/s, loss=0.716, pair=0.047, adv=3.348, sprd=0.028]
Ep 022/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:31,  1.47it/s, loss=0.716, pair=0.047, adv=3.348, sprd=0.028]
Ep 022/60 [S2:+mat]:  33%|▉  | 110/333 [01:17<02:31,  1.47it/s, loss=0.724, pair=0.008, adv=3.425, sprd=0.028]
Ep 022/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:39,  1.39it/s, loss=0.724, pair=0.008, adv=3.425, sprd=0.028]
Ep 022/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:39,  1.39it/s, loss=0.685, pair=0.006, adv=3.637, sprd=0.021]
Ep 022/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:30,  1.47it/s, loss=0.685, pair=0.006, adv=3.637, sprd=0.021]
Ep 022/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:30,  1.47it/s, loss=0.714, pair=0.035, adv=3.351, sprd=0.022]
Ep 022/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:32,  1.45it/s, loss=0.714, pair=0.035, adv=3.351, sprd=0.022]
Ep 022/60 [S2:+mat]:  34%|█  | 113/333 [01:19<02:32,  1.45it/s, loss=0.708, pair=0.045, adv=3.351, sprd=0.027]
Ep 022/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:23,  1.52it/s, loss=0.708, pair=0.045, adv=3.351, sprd=0.027]
Ep 022/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:23,  1.52it/s, loss=0.727, pair=0.040, adv=3.635, sprd=0.028]
Ep 022/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:31,  1.44it/s, loss=0.727, pair=0.040, adv=3.635, sprd=0.028]
Ep 022/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:31,  1.44it/s, loss=0.708, pair=0.056, adv=3.543, sprd=0.023]
Ep 022/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:24,  1.50it/s, loss=0.708, pair=0.056, adv=3.543, sprd=0.023]
Ep 022/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:24,  1.50it/s, loss=0.735, pair=0.007, adv=3.799, sprd=0.028]
Ep 022/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:33,  1.41it/s, loss=0.735, pair=0.007, adv=3.799, sprd=0.028]
Ep 022/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:33,  1.41it/s, loss=0.719, pair=0.097, adv=3.646, sprd=0.026]
Ep 022/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:25,  1.48it/s, loss=0.719, pair=0.097, adv=3.646, sprd=0.026]
Ep 022/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:25,  1.48it/s, loss=0.813, pair=0.181, adv=3.679, sprd=0.025]
Ep 022/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:30,  1.42it/s, loss=0.813, pair=0.181, adv=3.679, sprd=0.025]
Ep 022/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:30,  1.42it/s, loss=0.743, pair=0.113, adv=3.595, sprd=0.027]
Ep 022/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:22,  1.49it/s, loss=0.743, pair=0.113, adv=3.595, sprd=0.027]
Ep 022/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:22,  1.49it/s, loss=0.943, pair=0.139, adv=3.437, sprd=0.026]
Ep 022/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:25,  1.45it/s, loss=0.943, pair=0.139, adv=3.437, sprd=0.026]
Ep 022/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:25,  1.45it/s, loss=0.722, pair=0.007, adv=3.593, sprd=0.034]
Ep 022/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:21,  1.49it/s, loss=0.722, pair=0.007, adv=3.593, sprd=0.034]
Ep 022/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:21,  1.49it/s, loss=0.729, pair=0.004, adv=3.985, sprd=0.028]
Ep 022/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:27,  1.42it/s, loss=0.729, pair=0.004, adv=3.985, sprd=0.028]
Ep 022/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:27,  1.42it/s, loss=0.796, pair=0.415, adv=3.422, sprd=0.022]
Ep 022/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:19,  1.50it/s, loss=0.796, pair=0.415, adv=3.422, sprd=0.022]
Ep 022/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:19,  1.50it/s, loss=0.698, pair=0.014, adv=3.720, sprd=0.027]
Ep 022/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:26,  1.42it/s, loss=0.698, pair=0.014, adv=3.720, sprd=0.027]
Ep 022/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:26,  1.42it/s, loss=0.724, pair=0.021, adv=3.763, sprd=0.030]
Ep 022/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:19,  1.48it/s, loss=0.724, pair=0.021, adv=3.763, sprd=0.030]
Ep 022/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:19,  1.48it/s, loss=0.735, pair=0.037, adv=3.326, sprd=0.027]
Ep 022/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:26,  1.41it/s, loss=0.735, pair=0.037, adv=3.326, sprd=0.027]
Ep 022/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:26,  1.41it/s, loss=0.706, pair=0.019, adv=3.500, sprd=0.026]
Ep 022/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:19,  1.47it/s, loss=0.706, pair=0.019, adv=3.500, sprd=0.026]
Ep 022/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:19,  1.47it/s, loss=0.730, pair=0.009, adv=3.727, sprd=0.029]
Ep 022/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:29,  1.36it/s, loss=0.730, pair=0.009, adv=3.727, sprd=0.029]
Ep 022/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:29,  1.36it/s, loss=0.718, pair=0.010, adv=3.605, sprd=0.028]
Ep 022/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:21,  1.44it/s, loss=0.718, pair=0.010, adv=3.605, sprd=0.028]
Ep 022/60 [S2:+mat]:  39%|█▏ | 130/333 [01:31<02:21,  1.44it/s, loss=0.743, pair=0.007, adv=3.712, sprd=0.032]
Ep 022/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:29,  1.35it/s, loss=0.743, pair=0.007, adv=3.712, sprd=0.032]
Ep 022/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:29,  1.35it/s, loss=0.729, pair=0.029, adv=3.761, sprd=0.032]
Ep 022/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:21,  1.42it/s, loss=0.729, pair=0.029, adv=3.761, sprd=0.032]
Ep 022/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:21,  1.42it/s, loss=0.710, pair=0.013, adv=3.443, sprd=0.027]
Ep 022/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:30,  1.33it/s, loss=0.710, pair=0.013, adv=3.443, sprd=0.027]
Ep 022/60 [S2:+mat]:  40%|█▏ | 133/333 [01:33<02:30,  1.33it/s, loss=0.714, pair=0.025, adv=3.513, sprd=0.029]
Ep 022/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:21,  1.41it/s, loss=0.714, pair=0.025, adv=3.513, sprd=0.029]
Ep 022/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:21,  1.41it/s, loss=0.716, pair=0.019, adv=3.428, sprd=0.028]
Ep 022/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:23,  1.38it/s, loss=0.716, pair=0.019, adv=3.428, sprd=0.028]
Ep 022/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:23,  1.38it/s, loss=0.718, pair=0.010, adv=3.502, sprd=0.030]
Ep 022/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:15,  1.46it/s, loss=0.718, pair=0.010, adv=3.502, sprd=0.030]
Ep 022/60 [S2:+mat]:  41%|█▏ | 136/333 [01:35<02:15,  1.46it/s, loss=0.712, pair=0.018, adv=3.601, sprd=0.026]
Ep 022/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:22,  1.38it/s, loss=0.712, pair=0.018, adv=3.601, sprd=0.026]
Ep 022/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:22,  1.38it/s, loss=0.739, pair=0.012, adv=3.836, sprd=0.032]
Ep 022/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:15,  1.44it/s, loss=0.739, pair=0.012, adv=3.836, sprd=0.032]
Ep 022/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:15,  1.44it/s, loss=0.713, pair=0.028, adv=3.499, sprd=0.026]
Ep 022/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:23,  1.35it/s, loss=0.713, pair=0.028, adv=3.499, sprd=0.026]
Ep 022/60 [S2:+mat]:  42%|█▎ | 139/333 [01:37<02:23,  1.35it/s, loss=0.698, pair=0.003, adv=3.718, sprd=0.027]
Ep 022/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:15,  1.42it/s, loss=0.698, pair=0.003, adv=3.718, sprd=0.027]
Ep 022/60 [S2:+mat]:  42%|█▎ | 140/333 [01:38<02:15,  1.42it/s, loss=0.688, pair=0.029, adv=3.210, sprd=0.022]
Ep 022/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:16,  1.41it/s, loss=0.688, pair=0.029, adv=3.210, sprd=0.022]
Ep 022/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:16,  1.41it/s, loss=0.711, pair=0.016, adv=3.552, sprd=0.027]
Ep 022/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:10,  1.46it/s, loss=0.711, pair=0.016, adv=3.552, sprd=0.027]
Ep 022/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:10,  1.46it/s, loss=0.711, pair=0.018, adv=3.261, sprd=0.029]
Ep 022/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:15,  1.40it/s, loss=0.711, pair=0.018, adv=3.261, sprd=0.029]
Ep 022/60 [S2:+mat]:  43%|█▎ | 143/333 [01:40<02:15,  1.40it/s, loss=0.703, pair=0.062, adv=3.322, sprd=0.026]
Ep 022/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:08,  1.47it/s, loss=0.703, pair=0.062, adv=3.322, sprd=0.026]
Ep 022/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:08,  1.47it/s, loss=0.720, pair=0.026, adv=3.303, sprd=0.024]
Ep 022/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:13,  1.40it/s, loss=0.720, pair=0.026, adv=3.303, sprd=0.024]
Ep 022/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:13,  1.40it/s, loss=0.696, pair=0.022, adv=3.461, sprd=0.024]
Ep 022/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:06,  1.48it/s, loss=0.696, pair=0.022, adv=3.461, sprd=0.024]
Ep 022/60 [S2:+mat]:  44%|█▎ | 146/333 [01:42<02:06,  1.48it/s, loss=0.732, pair=0.019, adv=3.667, sprd=0.029]
Ep 022/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:13,  1.40it/s, loss=0.732, pair=0.019, adv=3.667, sprd=0.029]
Ep 022/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:13,  1.40it/s, loss=0.708, pair=0.059, adv=3.404, sprd=0.021]
Ep 022/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:03,  1.49it/s, loss=0.708, pair=0.059, adv=3.404, sprd=0.021]
Ep 022/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:03,  1.49it/s, loss=0.691, pair=0.028, adv=3.189, sprd=0.022]
Ep 022/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:09,  1.43it/s, loss=0.691, pair=0.028, adv=3.189, sprd=0.022]
Ep 022/60 [S2:+mat]:  45%|█▎ | 149/333 [01:44<02:09,  1.43it/s, loss=0.708, pair=0.023, adv=3.661, sprd=0.025]
Ep 022/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:03,  1.48it/s, loss=0.708, pair=0.023, adv=3.661, sprd=0.025]
Ep 022/60 [S2:+mat]:  45%|█▎ | 150/333 [01:45<02:03,  1.48it/s, loss=0.721, pair=0.034, adv=3.656, sprd=0.026]
Ep 022/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:08,  1.42it/s, loss=0.721, pair=0.034, adv=3.656, sprd=0.026]
Ep 022/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:08,  1.42it/s, loss=0.694, pair=0.056, adv=3.519, sprd=0.019]
Ep 022/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:00,  1.50it/s, loss=0.694, pair=0.056, adv=3.519, sprd=0.019]
Ep 022/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:00,  1.50it/s, loss=0.724, pair=0.024, adv=3.426, sprd=0.027]
Ep 022/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:06,  1.42it/s, loss=0.724, pair=0.024, adv=3.426, sprd=0.027]
Ep 022/60 [S2:+mat]:  46%|█▍ | 153/333 [01:47<02:06,  1.42it/s, loss=0.732, pair=0.023, adv=3.668, sprd=0.033]
Ep 022/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:01,  1.48it/s, loss=0.732, pair=0.023, adv=3.668, sprd=0.033]
Ep 022/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:01,  1.48it/s, loss=0.729, pair=0.067, adv=3.605, sprd=0.023]
Ep 022/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:09,  1.37it/s, loss=0.729, pair=0.067, adv=3.605, sprd=0.023]
Ep 022/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:09,  1.37it/s, loss=0.703, pair=0.052, adv=3.622, sprd=0.025]
Ep 022/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:01,  1.46it/s, loss=0.703, pair=0.052, adv=3.622, sprd=0.025]
Ep 022/60 [S2:+mat]:  47%|█▍ | 156/333 [01:49<02:01,  1.46it/s, loss=0.780, pair=0.010, adv=3.936, sprd=0.024]
Ep 022/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:05,  1.40it/s, loss=0.780, pair=0.010, adv=3.936, sprd=0.024]
Ep 022/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:05,  1.40it/s, loss=0.779, pair=0.075, adv=3.913, sprd=0.026]
Ep 022/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:59,  1.46it/s, loss=0.779, pair=0.075, adv=3.913, sprd=0.026]
Ep 022/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<01:59,  1.46it/s, loss=0.720, pair=0.129, adv=3.357, sprd=0.017]
Ep 022/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:07,  1.37it/s, loss=0.720, pair=0.129, adv=3.357, sprd=0.017]
Ep 022/60 [S2:+mat]:  48%|█▍ | 159/333 [01:51<02:07,  1.37it/s, loss=0.771, pair=0.115, adv=3.793, sprd=0.031]
Ep 022/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<02:00,  1.44it/s, loss=0.771, pair=0.115, adv=3.793, sprd=0.031]
Ep 022/60 [S2:+mat]:  48%|█▍ | 160/333 [01:52<02:00,  1.44it/s, loss=0.730, pair=0.070, adv=3.805, sprd=0.028]
Ep 022/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:08,  1.34it/s, loss=0.730, pair=0.070, adv=3.805, sprd=0.028]
Ep 022/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:08,  1.34it/s, loss=0.731, pair=0.037, adv=3.889, sprd=0.031]
Ep 022/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<02:00,  1.41it/s, loss=0.731, pair=0.037, adv=3.889, sprd=0.031]
Ep 022/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<02:00,  1.41it/s, loss=0.734, pair=0.048, adv=3.844, sprd=0.027]
Ep 022/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:04,  1.37it/s, loss=0.734, pair=0.048, adv=3.844, sprd=0.027]
Ep 022/60 [S2:+mat]:  49%|█▍ | 163/333 [01:54<02:04,  1.37it/s, loss=0.708, pair=0.034, adv=3.705, sprd=0.024]
Ep 022/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:58,  1.43it/s, loss=0.708, pair=0.034, adv=3.705, sprd=0.024]
Ep 022/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:58,  1.43it/s, loss=0.712, pair=0.022, adv=3.529, sprd=0.024]
Ep 022/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<02:00,  1.40it/s, loss=0.712, pair=0.022, adv=3.529, sprd=0.024]
Ep 022/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<02:00,  1.40it/s, loss=0.720, pair=0.051, adv=3.507, sprd=0.028]
Ep 022/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:54,  1.46it/s, loss=0.720, pair=0.051, adv=3.507, sprd=0.028]
Ep 022/60 [S2:+mat]:  50%|█▍ | 166/333 [01:56<01:54,  1.46it/s, loss=0.715, pair=0.000, adv=3.577, sprd=0.025]
Ep 022/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:55,  1.44it/s, loss=0.715, pair=0.000, adv=3.577, sprd=0.025]
Ep 022/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:55,  1.44it/s, loss=0.693, pair=0.011, adv=3.347, sprd=0.026]
Ep 022/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:50,  1.49it/s, loss=0.693, pair=0.011, adv=3.347, sprd=0.026]
Ep 022/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:50,  1.49it/s, loss=0.687, pair=0.010, adv=3.320, sprd=0.017]
Ep 022/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.687, pair=0.010, adv=3.320, sprd=0.017]
Ep 022/60 [S2:+mat]:  51%|█▌ | 169/333 [01:58<01:54,  1.43it/s, loss=0.690, pair=0.012, adv=3.558, sprd=0.023]
Ep 022/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:49,  1.49it/s, loss=0.690, pair=0.012, adv=3.558, sprd=0.023]
Ep 022/60 [S2:+mat]:  51%|█▌ | 170/333 [01:59<01:49,  1.49it/s, loss=0.718, pair=0.038, adv=3.355, sprd=0.026]
Ep 022/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:53,  1.43it/s, loss=0.718, pair=0.038, adv=3.355, sprd=0.026]
Ep 022/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:53,  1.43it/s, loss=0.702, pair=0.013, adv=3.670, sprd=0.028]
Ep 022/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:47,  1.50it/s, loss=0.702, pair=0.013, adv=3.670, sprd=0.028]
Ep 022/60 [S2:+mat]:  52%|█▌ | 172/333 [02:00<01:47,  1.50it/s, loss=0.714, pair=0.002, adv=3.524, sprd=0.023]
Ep 022/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:53,  1.42it/s, loss=0.714, pair=0.002, adv=3.524, sprd=0.023]
Ep 022/60 [S2:+mat]:  52%|█▌ | 173/333 [02:01<01:53,  1.42it/s, loss=0.715, pair=0.015, adv=3.631, sprd=0.028]
Ep 022/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:47,  1.48it/s, loss=0.715, pair=0.015, adv=3.631, sprd=0.028]
Ep 022/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:47,  1.48it/s, loss=0.720, pair=0.030, adv=3.534, sprd=0.026]
Ep 022/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:49,  1.44it/s, loss=0.720, pair=0.030, adv=3.534, sprd=0.026]
Ep 022/60 [S2:+mat]:  53%|█▌ | 175/333 [02:02<01:49,  1.44it/s, loss=0.694, pair=0.053, adv=3.702, sprd=0.021]
Ep 022/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:43,  1.52it/s, loss=0.694, pair=0.053, adv=3.702, sprd=0.021]
Ep 022/60 [S2:+mat]:  53%|█▌ | 176/333 [02:03<01:43,  1.52it/s, loss=0.717, pair=0.033, adv=3.378, sprd=0.020]
Ep 022/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:48,  1.44it/s, loss=0.717, pair=0.033, adv=3.378, sprd=0.020]
Ep 022/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:48,  1.44it/s, loss=0.730, pair=0.027, adv=4.035, sprd=0.032]
Ep 022/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:44,  1.49it/s, loss=0.730, pair=0.027, adv=4.035, sprd=0.032]
Ep 022/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:44,  1.49it/s, loss=0.715, pair=0.017, adv=3.426, sprd=0.027]
Ep 022/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:50,  1.39it/s, loss=0.715, pair=0.017, adv=3.426, sprd=0.027]
Ep 022/60 [S2:+mat]:  54%|█▌ | 179/333 [02:05<01:50,  1.39it/s, loss=0.703, pair=0.033, adv=3.855, sprd=0.025]
Ep 022/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:43,  1.49it/s, loss=0.703, pair=0.033, adv=3.855, sprd=0.025]
Ep 022/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:43,  1.49it/s, loss=0.734, pair=0.040, adv=3.649, sprd=0.028]
Ep 022/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:46,  1.43it/s, loss=0.734, pair=0.040, adv=3.649, sprd=0.028]
Ep 022/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:46,  1.43it/s, loss=0.717, pair=0.025, adv=3.809, sprd=0.029]
Ep 022/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:41,  1.49it/s, loss=0.717, pair=0.025, adv=3.809, sprd=0.029]
Ep 022/60 [S2:+mat]:  55%|█▋ | 182/333 [02:07<01:41,  1.49it/s, loss=0.686, pair=0.016, adv=3.335, sprd=0.017]
Ep 022/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:44,  1.44it/s, loss=0.686, pair=0.016, adv=3.335, sprd=0.017]
Ep 022/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:44,  1.44it/s, loss=0.700, pair=0.023, adv=3.422, sprd=0.021]
Ep 022/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:39,  1.50it/s, loss=0.700, pair=0.023, adv=3.422, sprd=0.021]
Ep 022/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:39,  1.50it/s, loss=0.733, pair=0.046, adv=3.645, sprd=0.024]
Ep 022/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:41,  1.45it/s, loss=0.733, pair=0.046, adv=3.645, sprd=0.024]
Ep 022/60 [S2:+mat]:  56%|█▋ | 185/333 [02:09<01:41,  1.45it/s, loss=0.686, pair=0.014, adv=3.189, sprd=0.024]
Ep 022/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:36,  1.53it/s, loss=0.686, pair=0.014, adv=3.189, sprd=0.024]
Ep 022/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:36,  1.53it/s, loss=0.751, pair=0.025, adv=3.720, sprd=0.026]
Ep 022/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:40,  1.46it/s, loss=0.751, pair=0.025, adv=3.720, sprd=0.026]
Ep 022/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:40,  1.46it/s, loss=0.709, pair=0.050, adv=3.803, sprd=0.021]
Ep 022/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:35,  1.52it/s, loss=0.709, pair=0.050, adv=3.803, sprd=0.021]
Ep 022/60 [S2:+mat]:  56%|█▋ | 188/333 [02:11<01:35,  1.52it/s, loss=0.725, pair=0.035, adv=3.599, sprd=0.027]
Ep 022/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:40,  1.44it/s, loss=0.725, pair=0.035, adv=3.599, sprd=0.027]
Ep 022/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:40,  1.44it/s, loss=0.701, pair=0.040, adv=3.646, sprd=0.025]
Ep 022/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:35,  1.50it/s, loss=0.701, pair=0.040, adv=3.646, sprd=0.025]
Ep 022/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:35,  1.50it/s, loss=0.713, pair=0.020, adv=3.648, sprd=0.025]
Ep 022/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:37,  1.46it/s, loss=0.713, pair=0.020, adv=3.648, sprd=0.025]
Ep 022/60 [S2:+mat]:  57%|█▋ | 191/333 [02:13<01:37,  1.46it/s, loss=0.715, pair=0.027, adv=3.716, sprd=0.027]
Ep 022/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:33,  1.51it/s, loss=0.715, pair=0.027, adv=3.716, sprd=0.027]
Ep 022/60 [S2:+mat]:  58%|█▋ | 192/333 [02:14<01:33,  1.51it/s, loss=0.761, pair=0.024, adv=3.513, sprd=0.031]
Ep 022/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:37,  1.44it/s, loss=0.761, pair=0.024, adv=3.513, sprd=0.031]
Ep 022/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:37,  1.44it/s, loss=0.712, pair=0.024, adv=3.977, sprd=0.027]
Ep 022/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:31,  1.52it/s, loss=0.712, pair=0.024, adv=3.977, sprd=0.027]
Ep 022/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:31,  1.52it/s, loss=0.721, pair=0.008, adv=3.907, sprd=0.027]
Ep 022/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:40,  1.38it/s, loss=0.721, pair=0.008, adv=3.907, sprd=0.027]
Ep 022/60 [S2:+mat]:  59%|█▊ | 195/333 [02:16<01:40,  1.38it/s, loss=0.705, pair=0.034, adv=3.523, sprd=0.026]
Ep 022/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:34,  1.45it/s, loss=0.705, pair=0.034, adv=3.523, sprd=0.026]
Ep 022/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:34,  1.45it/s, loss=0.729, pair=0.024, adv=3.656, sprd=0.029]
Ep 022/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:39,  1.37it/s, loss=0.729, pair=0.024, adv=3.656, sprd=0.029]
Ep 022/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:39,  1.37it/s, loss=0.746, pair=0.020, adv=3.775, sprd=0.034]
Ep 022/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:34,  1.43it/s, loss=0.746, pair=0.020, adv=3.775, sprd=0.034]
Ep 022/60 [S2:+mat]:  59%|█▊ | 198/333 [02:18<01:34,  1.43it/s, loss=0.701, pair=0.182, adv=2.944, sprd=0.020]
Ep 022/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:35,  1.41it/s, loss=0.701, pair=0.182, adv=2.944, sprd=0.020]
Ep 022/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:35,  1.41it/s, loss=0.709, pair=0.040, adv=3.630, sprd=0.029]
Ep 022/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:30,  1.47it/s, loss=0.709, pair=0.040, adv=3.630, sprd=0.029]
Ep 022/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:30,  1.47it/s, loss=0.785, pair=0.025, adv=3.951, sprd=0.026]
Ep 022/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:33,  1.41it/s, loss=0.785, pair=0.025, adv=3.951, sprd=0.026]
Ep 022/60 [S2:+mat]:  60%|█▊ | 201/333 [02:20<01:33,  1.41it/s, loss=0.701, pair=0.033, adv=3.882, sprd=0.027]
Ep 022/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:28,  1.48it/s, loss=0.701, pair=0.033, adv=3.882, sprd=0.027]
Ep 022/60 [S2:+mat]:  61%|█▊ | 202/333 [02:21<01:28,  1.48it/s, loss=0.733, pair=0.027, adv=3.880, sprd=0.030]
Ep 022/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:32,  1.40it/s, loss=0.733, pair=0.027, adv=3.880, sprd=0.030]
Ep 022/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:32,  1.40it/s, loss=0.711, pair=0.024, adv=3.968, sprd=0.027]
Ep 022/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.47it/s, loss=0.711, pair=0.024, adv=3.968, sprd=0.027]
Ep 022/60 [S2:+mat]:  61%|█▊ | 204/333 [02:22<01:28,  1.47it/s, loss=0.723, pair=0.088, adv=3.446, sprd=0.023]
Ep 022/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:28,  1.45it/s, loss=0.723, pair=0.088, adv=3.446, sprd=0.023]
Ep 022/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:28,  1.45it/s, loss=0.722, pair=0.031, adv=3.445, sprd=0.024]
Ep 022/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:24,  1.51it/s, loss=0.722, pair=0.031, adv=3.445, sprd=0.024]
Ep 022/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:24,  1.51it/s, loss=0.741, pair=0.044, adv=3.593, sprd=0.026]
Ep 022/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:28,  1.42it/s, loss=0.741, pair=0.044, adv=3.593, sprd=0.026]
Ep 022/60 [S2:+mat]:  62%|█▊ | 207/333 [02:24<01:28,  1.42it/s, loss=0.701, pair=0.015, adv=3.742, sprd=0.025]
Ep 022/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:24,  1.49it/s, loss=0.701, pair=0.015, adv=3.742, sprd=0.025]
Ep 022/60 [S2:+mat]:  62%|█▊ | 208/333 [02:25<01:24,  1.49it/s, loss=0.722, pair=0.051, adv=3.675, sprd=0.022]
Ep 022/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:27,  1.41it/s, loss=0.722, pair=0.051, adv=3.675, sprd=0.022]
Ep 022/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:27,  1.41it/s, loss=0.706, pair=0.014, adv=3.745, sprd=0.028]
Ep 022/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:23,  1.47it/s, loss=0.706, pair=0.014, adv=3.745, sprd=0.028]
Ep 022/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:23,  1.47it/s, loss=0.712, pair=0.076, adv=3.753, sprd=0.021]
Ep 022/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:26,  1.41it/s, loss=0.712, pair=0.076, adv=3.753, sprd=0.021]
Ep 022/60 [S2:+mat]:  63%|█▉ | 211/333 [02:27<01:26,  1.41it/s, loss=0.718, pair=0.065, adv=3.448, sprd=0.025]
Ep 022/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:21,  1.48it/s, loss=0.718, pair=0.065, adv=3.448, sprd=0.025]
Ep 022/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:21,  1.48it/s, loss=0.742, pair=0.074, adv=3.624, sprd=0.025]
Ep 022/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:23,  1.44it/s, loss=0.742, pair=0.074, adv=3.624, sprd=0.025]
Ep 022/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:23,  1.44it/s, loss=0.707, pair=0.016, adv=3.754, sprd=0.028]
Ep 022/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:19,  1.49it/s, loss=0.707, pair=0.016, adv=3.754, sprd=0.028]
Ep 022/60 [S2:+mat]:  64%|█▉ | 214/333 [02:29<01:19,  1.49it/s, loss=0.738, pair=0.033, adv=3.453, sprd=0.028]
Ep 022/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:22,  1.43it/s, loss=0.738, pair=0.033, adv=3.453, sprd=0.028]
Ep 022/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:22,  1.43it/s, loss=0.700, pair=0.020, adv=3.667, sprd=0.024]
Ep 022/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.49it/s, loss=0.700, pair=0.020, adv=3.667, sprd=0.024]
Ep 022/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:18,  1.49it/s, loss=0.728, pair=0.043, adv=3.283, sprd=0.028]
Ep 022/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:21,  1.41it/s, loss=0.728, pair=0.043, adv=3.283, sprd=0.028]
Ep 022/60 [S2:+mat]:  65%|█▉ | 217/333 [02:31<01:21,  1.41it/s, loss=0.699, pair=0.008, adv=3.617, sprd=0.025]
Ep 022/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.48it/s, loss=0.699, pair=0.008, adv=3.617, sprd=0.025]
Ep 022/60 [S2:+mat]:  65%|█▉ | 218/333 [02:32<01:17,  1.48it/s, loss=0.727, pair=0.013, adv=3.482, sprd=0.027]
Ep 022/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:19,  1.43it/s, loss=0.727, pair=0.013, adv=3.482, sprd=0.027]
Ep 022/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:19,  1.43it/s, loss=0.695, pair=0.019, adv=3.511, sprd=0.025]
Ep 022/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:14,  1.51it/s, loss=0.695, pair=0.019, adv=3.511, sprd=0.025]
Ep 022/60 [S2:+mat]:  66%|█▉ | 220/333 [02:33<01:14,  1.51it/s, loss=0.714, pair=0.015, adv=3.775, sprd=0.029]
Ep 022/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:19,  1.41it/s, loss=0.714, pair=0.015, adv=3.775, sprd=0.029]
Ep 022/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:19,  1.41it/s, loss=0.692, pair=0.003, adv=3.402, sprd=0.025]
Ep 022/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:14,  1.48it/s, loss=0.692, pair=0.003, adv=3.402, sprd=0.025]
Ep 022/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:14,  1.48it/s, loss=0.728, pair=0.007, adv=3.621, sprd=0.026]
Ep 022/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:17,  1.42it/s, loss=0.728, pair=0.007, adv=3.621, sprd=0.026]
Ep 022/60 [S2:+mat]:  67%|██ | 223/333 [02:35<01:17,  1.42it/s, loss=0.688, pair=0.015, adv=3.641, sprd=0.024]
Ep 022/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:13,  1.49it/s, loss=0.688, pair=0.015, adv=3.641, sprd=0.024]
Ep 022/60 [S2:+mat]:  67%|██ | 224/333 [02:36<01:13,  1.49it/s, loss=0.726, pair=0.021, adv=3.605, sprd=0.027]
Ep 022/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:13,  1.46it/s, loss=0.726, pair=0.021, adv=3.605, sprd=0.027]
Ep 022/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:13,  1.46it/s, loss=0.711, pair=0.001, adv=3.660, sprd=0.028]
Ep 022/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.50it/s, loss=0.711, pair=0.001, adv=3.660, sprd=0.028]
Ep 022/60 [S2:+mat]:  68%|██ | 226/333 [02:37<01:11,  1.50it/s, loss=0.726, pair=0.015, adv=3.542, sprd=0.028]
Ep 022/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:14,  1.43it/s, loss=0.726, pair=0.015, adv=3.542, sprd=0.028]
Ep 022/60 [S2:+mat]:  68%|██ | 227/333 [02:38<01:14,  1.43it/s, loss=0.722, pair=0.013, adv=3.698, sprd=0.033]
Ep 022/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:10,  1.49it/s, loss=0.722, pair=0.013, adv=3.698, sprd=0.033]
Ep 022/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:10,  1.49it/s, loss=0.697, pair=0.015, adv=3.239, sprd=0.023]
Ep 022/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:12,  1.44it/s, loss=0.697, pair=0.015, adv=3.239, sprd=0.023]
Ep 022/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:12,  1.44it/s, loss=0.712, pair=0.021, adv=3.741, sprd=0.027]
Ep 022/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:08,  1.50it/s, loss=0.712, pair=0.021, adv=3.741, sprd=0.027]
Ep 022/60 [S2:+mat]:  69%|██ | 230/333 [02:40<01:08,  1.50it/s, loss=0.718, pair=0.018, adv=3.487, sprd=0.025]
Ep 022/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:12,  1.40it/s, loss=0.718, pair=0.018, adv=3.487, sprd=0.025]
Ep 022/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:12,  1.40it/s, loss=1.045, pair=1.195, adv=3.651, sprd=0.024]
Ep 022/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:07,  1.49it/s, loss=1.045, pair=1.195, adv=3.651, sprd=0.024]
Ep 022/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:07,  1.49it/s, loss=0.723, pair=0.048, adv=3.387, sprd=0.027]
Ep 022/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:12,  1.37it/s, loss=0.723, pair=0.048, adv=3.387, sprd=0.027]
Ep 022/60 [S2:+mat]:  70%|██ | 233/333 [02:42<01:12,  1.37it/s, loss=0.725, pair=0.053, adv=3.650, sprd=0.030]
Ep 022/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:08,  1.44it/s, loss=0.725, pair=0.053, adv=3.650, sprd=0.030]
Ep 022/60 [S2:+mat]:  70%|██ | 234/333 [02:43<01:08,  1.44it/s, loss=0.734, pair=0.049, adv=3.709, sprd=0.032]
Ep 022/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:11,  1.38it/s, loss=0.734, pair=0.049, adv=3.709, sprd=0.032]
Ep 022/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:11,  1.38it/s, loss=0.707, pair=0.021, adv=3.383, sprd=0.027]
Ep 022/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:06,  1.47it/s, loss=0.707, pair=0.021, adv=3.383, sprd=0.027]
Ep 022/60 [S2:+mat]:  71%|██▏| 236/333 [02:44<01:06,  1.47it/s, loss=0.751, pair=0.030, adv=3.780, sprd=0.030]
Ep 022/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:08,  1.40it/s, loss=0.751, pair=0.030, adv=3.780, sprd=0.030]
Ep 022/60 [S2:+mat]:  71%|██▏| 237/333 [02:45<01:08,  1.40it/s, loss=0.721, pair=0.088, adv=3.920, sprd=0.026]
Ep 022/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:04,  1.47it/s, loss=0.721, pair=0.088, adv=3.920, sprd=0.026]
Ep 022/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:04,  1.47it/s, loss=0.731, pair=0.079, adv=3.371, sprd=0.025]
Ep 022/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:05,  1.44it/s, loss=0.731, pair=0.079, adv=3.371, sprd=0.025]
Ep 022/60 [S2:+mat]:  72%|██▏| 239/333 [02:46<01:05,  1.44it/s, loss=0.694, pair=0.042, adv=3.686, sprd=0.022]
Ep 022/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.694, pair=0.042, adv=3.686, sprd=0.022]
Ep 022/60 [S2:+mat]:  72%|██▏| 240/333 [02:47<01:02,  1.49it/s, loss=0.693, pair=0.018, adv=3.477, sprd=0.022]
Ep 022/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:06,  1.38it/s, loss=0.693, pair=0.018, adv=3.477, sprd=0.022]
Ep 022/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:06,  1.38it/s, loss=0.699, pair=0.026, adv=3.490, sprd=0.022]
Ep 022/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.48it/s, loss=0.699, pair=0.026, adv=3.490, sprd=0.022]
Ep 022/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:01,  1.48it/s, loss=0.726, pair=0.026, adv=3.824, sprd=0.026]
Ep 022/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.41it/s, loss=0.726, pair=0.026, adv=3.824, sprd=0.026]
Ep 022/60 [S2:+mat]:  73%|██▏| 243/333 [02:49<01:03,  1.41it/s, loss=0.688, pair=0.009, adv=3.248, sprd=0.020]
Ep 022/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.48it/s, loss=0.688, pair=0.009, adv=3.248, sprd=0.020]
Ep 022/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.48it/s, loss=0.708, pair=0.030, adv=3.431, sprd=0.021]
Ep 022/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.43it/s, loss=0.708, pair=0.030, adv=3.431, sprd=0.021]
Ep 022/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:01,  1.43it/s, loss=0.726, pair=0.055, adv=3.733, sprd=0.031]
Ep 022/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.50it/s, loss=0.726, pair=0.055, adv=3.733, sprd=0.031]
Ep 022/60 [S2:+mat]:  74%|██▏| 246/333 [02:51<00:58,  1.50it/s, loss=0.718, pair=0.038, adv=3.841, sprd=0.024]
Ep 022/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<00:59,  1.44it/s, loss=0.718, pair=0.038, adv=3.841, sprd=0.024]
Ep 022/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<00:59,  1.44it/s, loss=0.701, pair=0.031, adv=3.553, sprd=0.026]
Ep 022/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:56,  1.50it/s, loss=0.701, pair=0.031, adv=3.553, sprd=0.026]
Ep 022/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:56,  1.50it/s, loss=0.698, pair=0.073, adv=3.166, sprd=0.021]
Ep 022/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:57,  1.46it/s, loss=0.698, pair=0.073, adv=3.166, sprd=0.021]
Ep 022/60 [S2:+mat]:  75%|██▏| 249/333 [02:53<00:57,  1.46it/s, loss=0.702, pair=0.041, adv=3.321, sprd=0.025]
Ep 022/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:54,  1.51it/s, loss=0.702, pair=0.041, adv=3.321, sprd=0.025]
Ep 022/60 [S2:+mat]:  75%|██▎| 250/333 [02:54<00:54,  1.51it/s, loss=0.810, pair=0.043, adv=3.648, sprd=0.032]
Ep 022/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:56,  1.44it/s, loss=0.810, pair=0.043, adv=3.648, sprd=0.032]
Ep 022/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:56,  1.44it/s, loss=0.702, pair=0.011, adv=3.674, sprd=0.026]
Ep 022/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:53,  1.51it/s, loss=0.702, pair=0.011, adv=3.674, sprd=0.026]
Ep 022/60 [S2:+mat]:  76%|██▎| 252/333 [02:55<00:53,  1.51it/s, loss=0.801, pair=0.027, adv=3.708, sprd=0.028]
Ep 022/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.43it/s, loss=0.801, pair=0.027, adv=3.708, sprd=0.028]
Ep 022/60 [S2:+mat]:  76%|██▎| 253/333 [02:56<00:55,  1.43it/s, loss=0.689, pair=0.013, adv=3.431, sprd=0.026]
Ep 022/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:53,  1.48it/s, loss=0.689, pair=0.013, adv=3.431, sprd=0.026]
Ep 022/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:53,  1.48it/s, loss=0.714, pair=0.020, adv=3.704, sprd=0.026]
Ep 022/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:55,  1.41it/s, loss=0.714, pair=0.020, adv=3.704, sprd=0.026]
Ep 022/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:55,  1.41it/s, loss=0.699, pair=0.026, adv=3.417, sprd=0.024]
Ep 022/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:51,  1.49it/s, loss=0.699, pair=0.026, adv=3.417, sprd=0.024]
Ep 022/60 [S2:+mat]:  77%|██▎| 256/333 [02:58<00:51,  1.49it/s, loss=0.711, pair=0.041, adv=3.569, sprd=0.025]
Ep 022/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:53,  1.41it/s, loss=0.711, pair=0.041, adv=3.569, sprd=0.025]
Ep 022/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:53,  1.41it/s, loss=0.711, pair=0.040, adv=3.479, sprd=0.027]
Ep 022/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.48it/s, loss=0.711, pair=0.040, adv=3.479, sprd=0.027]
Ep 022/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:50,  1.48it/s, loss=0.728, pair=0.010, adv=3.872, sprd=0.030]
Ep 022/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:54,  1.36it/s, loss=0.728, pair=0.010, adv=3.872, sprd=0.030]
Ep 022/60 [S2:+mat]:  78%|██▎| 259/333 [03:00<00:54,  1.36it/s, loss=0.720, pair=0.026, adv=3.541, sprd=0.033]
Ep 022/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:51,  1.42it/s, loss=0.720, pair=0.026, adv=3.541, sprd=0.033]
Ep 022/60 [S2:+mat]:  78%|██▎| 260/333 [03:01<00:51,  1.42it/s, loss=0.716, pair=0.072, adv=3.444, sprd=0.023]
Ep 022/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:52,  1.38it/s, loss=0.716, pair=0.072, adv=3.444, sprd=0.023]
Ep 022/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:52,  1.38it/s, loss=0.695, pair=0.036, adv=3.429, sprd=0.023]
Ep 022/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.47it/s, loss=0.695, pair=0.036, adv=3.429, sprd=0.023]
Ep 022/60 [S2:+mat]:  79%|██▎| 262/333 [03:02<00:48,  1.47it/s, loss=0.715, pair=0.039, adv=3.400, sprd=0.022]
Ep 022/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:48,  1.44it/s, loss=0.715, pair=0.039, adv=3.400, sprd=0.022]
Ep 022/60 [S2:+mat]:  79%|██▎| 263/333 [03:03<00:48,  1.44it/s, loss=0.708, pair=0.013, adv=3.691, sprd=0.030]
Ep 022/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:46,  1.48it/s, loss=0.708, pair=0.013, adv=3.691, sprd=0.030]
Ep 022/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:46,  1.48it/s, loss=0.724, pair=0.035, adv=3.477, sprd=0.026]
Ep 022/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.44it/s, loss=0.724, pair=0.035, adv=3.477, sprd=0.026]
Ep 022/60 [S2:+mat]:  80%|██▍| 265/333 [03:04<00:47,  1.44it/s, loss=0.712, pair=0.017, adv=3.869, sprd=0.028]
Ep 022/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:44,  1.49it/s, loss=0.712, pair=0.017, adv=3.869, sprd=0.028]
Ep 022/60 [S2:+mat]:  80%|██▍| 266/333 [03:05<00:44,  1.49it/s, loss=0.699, pair=0.004, adv=3.500, sprd=0.024]
Ep 022/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:45,  1.44it/s, loss=0.699, pair=0.004, adv=3.500, sprd=0.024]
Ep 022/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:45,  1.44it/s, loss=0.701, pair=0.029, adv=3.650, sprd=0.025]
Ep 022/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:43,  1.51it/s, loss=0.701, pair=0.029, adv=3.650, sprd=0.025]
Ep 022/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:43,  1.51it/s, loss=0.728, pair=0.033, adv=3.690, sprd=0.027]
Ep 022/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:44,  1.44it/s, loss=0.728, pair=0.033, adv=3.690, sprd=0.027]
Ep 022/60 [S2:+mat]:  81%|██▍| 269/333 [03:07<00:44,  1.44it/s, loss=0.729, pair=0.023, adv=3.514, sprd=0.031]
Ep 022/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.49it/s, loss=0.729, pair=0.023, adv=3.514, sprd=0.031]
Ep 022/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.49it/s, loss=0.765, pair=0.022, adv=3.827, sprd=0.032]
Ep 022/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:44,  1.40it/s, loss=0.765, pair=0.022, adv=3.827, sprd=0.032]
Ep 022/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:44,  1.40it/s, loss=0.704, pair=0.041, adv=3.365, sprd=0.022]
Ep 022/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.47it/s, loss=0.704, pair=0.041, adv=3.365, sprd=0.022]
Ep 022/60 [S2:+mat]:  82%|██▍| 272/333 [03:09<00:41,  1.47it/s, loss=0.711, pair=0.031, adv=3.394, sprd=0.025]
Ep 022/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:42,  1.41it/s, loss=0.711, pair=0.031, adv=3.394, sprd=0.025]
Ep 022/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:42,  1.41it/s, loss=0.710, pair=0.020, adv=3.852, sprd=0.028]
Ep 022/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.48it/s, loss=0.710, pair=0.020, adv=3.852, sprd=0.028]
Ep 022/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.48it/s, loss=0.743, pair=0.016, adv=3.717, sprd=0.027]
Ep 022/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.42it/s, loss=0.743, pair=0.016, adv=3.717, sprd=0.027]
Ep 022/60 [S2:+mat]:  83%|██▍| 275/333 [03:11<00:40,  1.42it/s, loss=0.697, pair=0.033, adv=3.455, sprd=0.022]
Ep 022/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:38,  1.49it/s, loss=0.697, pair=0.033, adv=3.455, sprd=0.022]
Ep 022/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:38,  1.49it/s, loss=0.712, pair=0.036, adv=3.532, sprd=0.026]
Ep 022/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:38,  1.45it/s, loss=0.712, pair=0.036, adv=3.532, sprd=0.026]
Ep 022/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:38,  1.45it/s, loss=0.693, pair=0.006, adv=3.500, sprd=0.024]
Ep 022/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:36,  1.52it/s, loss=0.693, pair=0.006, adv=3.500, sprd=0.024]
Ep 022/60 [S2:+mat]:  83%|██▌| 278/333 [03:13<00:36,  1.52it/s, loss=0.710, pair=0.015, adv=3.487, sprd=0.022]
Ep 022/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.45it/s, loss=0.710, pair=0.015, adv=3.487, sprd=0.022]
Ep 022/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.45it/s, loss=0.710, pair=0.014, adv=3.728, sprd=0.027]
Ep 022/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:35,  1.50it/s, loss=0.710, pair=0.014, adv=3.728, sprd=0.027]
Ep 022/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:35,  1.50it/s, loss=0.832, pair=0.028, adv=3.521, sprd=0.034]
Ep 022/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.41it/s, loss=0.832, pair=0.028, adv=3.521, sprd=0.034]
Ep 022/60 [S2:+mat]:  84%|██▌| 281/333 [03:15<00:36,  1.41it/s, loss=0.690, pair=0.066, adv=3.310, sprd=0.022]
Ep 022/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.49it/s, loss=0.690, pair=0.066, adv=3.310, sprd=0.022]
Ep 022/60 [S2:+mat]:  85%|██▌| 282/333 [03:16<00:34,  1.49it/s, loss=0.710, pair=0.021, adv=3.680, sprd=0.022]
Ep 022/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:36,  1.37it/s, loss=0.710, pair=0.021, adv=3.680, sprd=0.022]
Ep 022/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:36,  1.37it/s, loss=0.708, pair=0.006, adv=3.650, sprd=0.030]
Ep 022/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:34,  1.44it/s, loss=0.708, pair=0.006, adv=3.650, sprd=0.030]
Ep 022/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:34,  1.44it/s, loss=0.728, pair=0.038, adv=3.577, sprd=0.027]
Ep 022/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.41it/s, loss=0.728, pair=0.038, adv=3.577, sprd=0.027]
Ep 022/60 [S2:+mat]:  86%|██▌| 285/333 [03:18<00:33,  1.41it/s, loss=0.699, pair=0.015, adv=3.699, sprd=0.024]
Ep 022/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.47it/s, loss=0.699, pair=0.015, adv=3.699, sprd=0.024]
Ep 022/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.47it/s, loss=0.735, pair=0.012, adv=3.695, sprd=0.031]
Ep 022/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.42it/s, loss=0.735, pair=0.012, adv=3.695, sprd=0.031]
Ep 022/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:32,  1.42it/s, loss=0.693, pair=0.020, adv=3.370, sprd=0.023]
Ep 022/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.48it/s, loss=0.693, pair=0.020, adv=3.370, sprd=0.023]
Ep 022/60 [S2:+mat]:  86%|██▌| 288/333 [03:20<00:30,  1.48it/s, loss=0.723, pair=0.034, adv=3.475, sprd=0.027]
Ep 022/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:31,  1.41it/s, loss=0.723, pair=0.034, adv=3.475, sprd=0.027]
Ep 022/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:31,  1.41it/s, loss=0.730, pair=0.061, adv=3.788, sprd=0.028]
Ep 022/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:29,  1.46it/s, loss=0.730, pair=0.061, adv=3.788, sprd=0.028]
Ep 022/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:29,  1.46it/s, loss=0.737, pair=0.086, adv=3.351, sprd=0.026]
Ep 022/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:31,  1.35it/s, loss=0.737, pair=0.086, adv=3.351, sprd=0.026]
Ep 022/60 [S2:+mat]:  87%|██▌| 291/333 [03:22<00:31,  1.35it/s, loss=0.710, pair=0.040, adv=3.498, sprd=0.027]
Ep 022/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:28,  1.44it/s, loss=0.710, pair=0.040, adv=3.498, sprd=0.027]
Ep 022/60 [S2:+mat]:  88%|██▋| 292/333 [03:23<00:28,  1.44it/s, loss=0.753, pair=0.021, adv=3.227, sprd=0.020]
Ep 022/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:28,  1.40it/s, loss=0.753, pair=0.021, adv=3.227, sprd=0.020]
Ep 022/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:28,  1.40it/s, loss=0.686, pair=0.040, adv=3.256, sprd=0.024]
Ep 022/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:26,  1.50it/s, loss=0.686, pair=0.040, adv=3.256, sprd=0.024]
Ep 022/60 [S2:+mat]:  88%|██▋| 294/333 [03:24<00:26,  1.50it/s, loss=0.871, pair=0.530, adv=3.636, sprd=0.024]
Ep 022/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.44it/s, loss=0.871, pair=0.530, adv=3.636, sprd=0.024]
Ep 022/60 [S2:+mat]:  89%|██▋| 295/333 [03:25<00:26,  1.44it/s, loss=0.707, pair=0.028, adv=3.672, sprd=0.024]
Ep 022/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.50it/s, loss=0.707, pair=0.028, adv=3.672, sprd=0.024]
Ep 022/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.50it/s, loss=0.720, pair=0.053, adv=3.610, sprd=0.025]
Ep 022/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.39it/s, loss=0.720, pair=0.053, adv=3.610, sprd=0.025]
Ep 022/60 [S2:+mat]:  89%|██▋| 297/333 [03:26<00:25,  1.39it/s, loss=0.690, pair=0.038, adv=3.251, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.49it/s, loss=0.690, pair=0.038, adv=3.251, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 298/333 [03:27<00:23,  1.49it/s, loss=0.757, pair=0.031, adv=3.780, sprd=0.037]
Ep 022/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:25,  1.36it/s, loss=0.757, pair=0.031, adv=3.780, sprd=0.037]
Ep 022/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:25,  1.36it/s, loss=0.733, pair=0.181, adv=3.327, sprd=0.023]
Ep 022/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.45it/s, loss=0.733, pair=0.181, adv=3.327, sprd=0.023]
Ep 022/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.45it/s, loss=0.739, pair=0.166, adv=3.658, sprd=0.023]
Ep 022/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.41it/s, loss=0.739, pair=0.166, adv=3.658, sprd=0.023]
Ep 022/60 [S2:+mat]:  90%|██▋| 301/333 [03:29<00:22,  1.41it/s, loss=0.700, pair=0.059, adv=3.277, sprd=0.026]
Ep 022/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:20,  1.49it/s, loss=0.700, pair=0.059, adv=3.277, sprd=0.026]
Ep 022/60 [S2:+mat]:  91%|██▋| 302/333 [03:30<00:20,  1.49it/s, loss=0.758, pair=0.020, adv=3.653, sprd=0.034]
Ep 022/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:21,  1.42it/s, loss=0.758, pair=0.020, adv=3.653, sprd=0.034]
Ep 022/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:21,  1.42it/s, loss=0.726, pair=0.038, adv=3.781, sprd=0.031]
Ep 022/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.46it/s, loss=0.726, pair=0.038, adv=3.781, sprd=0.031]
Ep 022/60 [S2:+mat]:  91%|██▋| 304/333 [03:31<00:19,  1.46it/s, loss=0.736, pair=0.065, adv=3.422, sprd=0.024]
Ep 022/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.41it/s, loss=0.736, pair=0.065, adv=3.422, sprd=0.024]
Ep 022/60 [S2:+mat]:  92%|██▋| 305/333 [03:32<00:19,  1.41it/s, loss=0.707, pair=0.007, adv=3.484, sprd=0.031]
Ep 022/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.45it/s, loss=0.707, pair=0.007, adv=3.484, sprd=0.031]
Ep 022/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.45it/s, loss=0.715, pair=0.013, adv=3.607, sprd=0.025]
Ep 022/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.40it/s, loss=0.715, pair=0.013, adv=3.607, sprd=0.025]
Ep 022/60 [S2:+mat]:  92%|██▊| 307/333 [03:33<00:18,  1.40it/s, loss=0.712, pair=0.046, adv=3.562, sprd=0.030]
Ep 022/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:17,  1.46it/s, loss=0.712, pair=0.046, adv=3.562, sprd=0.030]
Ep 022/60 [S2:+mat]:  92%|██▊| 308/333 [03:34<00:17,  1.46it/s, loss=0.713, pair=0.029, adv=3.474, sprd=0.024]
Ep 022/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:17,  1.41it/s, loss=0.713, pair=0.029, adv=3.474, sprd=0.024]
Ep 022/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:17,  1.41it/s, loss=0.719, pair=0.058, adv=3.901, sprd=0.026]
Ep 022/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.47it/s, loss=0.719, pair=0.058, adv=3.901, sprd=0.026]
Ep 022/60 [S2:+mat]:  93%|██▊| 310/333 [03:35<00:15,  1.47it/s, loss=0.732, pair=0.041, adv=3.907, sprd=0.028]
Ep 022/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.41it/s, loss=0.732, pair=0.041, adv=3.907, sprd=0.028]
Ep 022/60 [S2:+mat]:  93%|██▊| 311/333 [03:36<00:15,  1.41it/s, loss=0.694, pair=0.045, adv=3.327, sprd=0.021]
Ep 022/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:14,  1.49it/s, loss=0.694, pair=0.045, adv=3.327, sprd=0.021]
Ep 022/60 [S2:+mat]:  94%|██▊| 312/333 [03:37<00:14,  1.49it/s, loss=0.726, pair=0.012, adv=3.834, sprd=0.028]
Ep 022/60 [S2:+mat]:  94%|██▊| 313/333 [03:37<00:14,  1.41it/s, loss=0.726, pair=0.012, adv=3.834, sprd=0.028]
Ep 022/60 [S2:+mat]:  94%|██▊| 313/333 [03:37<00:14,  1.41it/s, loss=0.701, pair=0.037, adv=3.782, sprd=0.025]
Ep 022/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.48it/s, loss=0.701, pair=0.037, adv=3.782, sprd=0.025]
Ep 022/60 [S2:+mat]:  94%|██▊| 314/333 [03:38<00:12,  1.48it/s, loss=0.711, pair=0.027, adv=3.299, sprd=0.026]
Ep 022/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.39it/s, loss=0.711, pair=0.027, adv=3.299, sprd=0.026]
Ep 022/60 [S2:+mat]:  95%|██▊| 315/333 [03:39<00:12,  1.39it/s, loss=0.708, pair=0.018, adv=3.897, sprd=0.030]
Ep 022/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.46it/s, loss=0.708, pair=0.018, adv=3.897, sprd=0.030]
Ep 022/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.46it/s, loss=0.741, pair=0.026, adv=3.667, sprd=0.030]
Ep 022/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.41it/s, loss=0.741, pair=0.026, adv=3.667, sprd=0.030]
Ep 022/60 [S2:+mat]:  95%|██▊| 317/333 [03:40<00:11,  1.41it/s, loss=0.717, pair=0.026, adv=4.040, sprd=0.030]
Ep 022/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.47it/s, loss=0.717, pair=0.026, adv=4.040, sprd=0.030]
Ep 022/60 [S2:+mat]:  95%|██▊| 318/333 [03:41<00:10,  1.47it/s, loss=0.719, pair=0.009, adv=3.773, sprd=0.027]
Ep 022/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.42it/s, loss=0.719, pair=0.009, adv=3.773, sprd=0.027]
Ep 022/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.42it/s, loss=0.692, pair=0.009, adv=3.811, sprd=0.023]
Ep 022/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.692, pair=0.009, adv=3.811, sprd=0.023]
Ep 022/60 [S2:+mat]:  96%|██▉| 320/333 [03:42<00:08,  1.50it/s, loss=0.704, pair=0.007, adv=3.630, sprd=0.025]
Ep 022/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.45it/s, loss=0.704, pair=0.007, adv=3.630, sprd=0.025]
Ep 022/60 [S2:+mat]:  96%|██▉| 321/333 [03:43<00:08,  1.45it/s, loss=0.710, pair=0.026, adv=3.576, sprd=0.027]
Ep 022/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.49it/s, loss=0.710, pair=0.026, adv=3.576, sprd=0.027]
Ep 022/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.49it/s, loss=0.734, pair=0.025, adv=3.593, sprd=0.029]
Ep 022/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.43it/s, loss=0.734, pair=0.025, adv=3.593, sprd=0.029]
Ep 022/60 [S2:+mat]:  97%|██▉| 323/333 [03:44<00:07,  1.43it/s, loss=0.679, pair=0.005, adv=3.299, sprd=0.025]
Ep 022/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:05,  1.50it/s, loss=0.679, pair=0.005, adv=3.299, sprd=0.025]
Ep 022/60 [S2:+mat]:  97%|██▉| 324/333 [03:45<00:05,  1.50it/s, loss=0.734, pair=0.010, adv=3.498, sprd=0.028]
Ep 022/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.734, pair=0.010, adv=3.498, sprd=0.028]
Ep 022/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.711, pair=0.036, adv=3.619, sprd=0.023]
Ep 022/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.711, pair=0.036, adv=3.619, sprd=0.023]
Ep 022/60 [S2:+mat]:  98%|██▉| 326/333 [03:46<00:04,  1.50it/s, loss=0.676, pair=0.014, adv=3.091, sprd=0.023]
Ep 022/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.676, pair=0.014, adv=3.091, sprd=0.023]
Ep 022/60 [S2:+mat]:  98%|██▉| 327/333 [03:47<00:04,  1.42it/s, loss=0.699, pair=0.019, adv=3.485, sprd=0.027]
Ep 022/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.50it/s, loss=0.699, pair=0.019, adv=3.485, sprd=0.027]
Ep 022/60 [S2:+mat]:  98%|██▉| 328/333 [03:48<00:03,  1.50it/s, loss=0.719, pair=0.086, adv=3.340, sprd=0.023]
Ep 022/60 [S2:+mat]:  99%|██▉| 329/333 [03:48<00:02,  1.45it/s, loss=0.719, pair=0.086, adv=3.340, sprd=0.023]
Ep 022/60 [S2:+mat]:  99%|██▉| 329/333 [03:48<00:02,  1.45it/s, loss=0.709, pair=0.056, adv=3.936, sprd=0.026]
Ep 022/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:01,  1.51it/s, loss=0.709, pair=0.056, adv=3.936, sprd=0.026]
Ep 022/60 [S2:+mat]:  99%|██▉| 330/333 [03:49<00:01,  1.51it/s, loss=0.731, pair=0.084, adv=3.736, sprd=0.026]
Ep 022/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.731, pair=0.084, adv=3.736, sprd=0.026]
Ep 022/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.706, pair=0.046, adv=3.813, sprd=0.026]
Ep 022/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.706, pair=0.046, adv=3.813, sprd=0.026]
Ep 022/60 [S2:+mat]: 100%|██▉| 332/333 [03:50<00:00,  1.50it/s, loss=0.723, pair=0.045, adv=3.605, sprd=0.023]
Ep 022/60 [S2:+mat]: 100%|███| 333/333 [03:50<00:00,  1.46it/s, loss=0.723, pair=0.045, adv=3.605, sprd=0.023]
                                                                                                              
Epoch 022/60 [S2:+mat]  loss=0.7254  mat=0.2330  sens=1.0608  pair=0.0551  adv=3.5919(rand=3.37)  deg=0.0179  orth=0.0059  spread=0.0259  q_mean=49.8  q_std=12.4  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.41e-05  231s

Ep 023/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 023/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.810, pair=0.071, adv=4.001, sprd=0.024]
Ep 023/60 [S2:+mat]:   0%|     | 1/333 [00:01<05:51,  1.06s/it, loss=0.810, pair=0.071, adv=4.001, sprd=0.024]
Ep 023/60 [S2:+mat]:   0%|     | 1/333 [00:01<05:51,  1.06s/it, loss=0.719, pair=0.042, adv=3.605, sprd=0.030]
Ep 023/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:23,  1.25it/s, loss=0.719, pair=0.042, adv=3.605, sprd=0.030]
Ep 023/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:23,  1.25it/s, loss=0.755, pair=0.140, adv=3.923, sprd=0.028]
Ep 023/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:15,  1.29it/s, loss=0.755, pair=0.140, adv=3.923, sprd=0.028]
Ep 023/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:15,  1.29it/s, loss=0.712, pair=0.118, adv=3.741, sprd=0.022]
Ep 023/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:52,  1.42it/s, loss=0.712, pair=0.118, adv=3.741, sprd=0.022]
Ep 023/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:52,  1.42it/s, loss=0.732, pair=0.061, adv=3.556, sprd=0.025]
Ep 023/60 [S2:+mat]:   2%|     | 5/333 [00:03<03:58,  1.38it/s, loss=0.732, pair=0.061, adv=3.556, sprd=0.025]
Ep 023/60 [S2:+mat]:   2%|     | 5/333 [00:04<03:58,  1.38it/s, loss=0.731, pair=0.019, adv=3.796, sprd=0.032]
Ep 023/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:44,  1.46it/s, loss=0.731, pair=0.019, adv=3.796, sprd=0.032]
Ep 023/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:44,  1.46it/s, loss=0.733, pair=0.029, adv=3.804, sprd=0.028]
Ep 023/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:57,  1.38it/s, loss=0.733, pair=0.029, adv=3.804, sprd=0.028]
Ep 023/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:57,  1.38it/s, loss=0.725, pair=0.057, adv=3.867, sprd=0.029]
Ep 023/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:43,  1.45it/s, loss=0.725, pair=0.057, adv=3.867, sprd=0.029]
Ep 023/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:43,  1.45it/s, loss=0.741, pair=0.091, adv=3.604, sprd=0.024]
Ep 023/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:53,  1.39it/s, loss=0.741, pair=0.091, adv=3.604, sprd=0.024]
Ep 023/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:53,  1.39it/s, loss=0.712, pair=0.047, adv=3.817, sprd=0.027]
Ep 023/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:42,  1.45it/s, loss=0.712, pair=0.047, adv=3.817, sprd=0.027]
Ep 023/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:42,  1.45it/s, loss=0.759, pair=0.154, adv=4.054, sprd=0.027]
Ep 023/60 [S2:+mat]:   3%|▏   | 11/333 [00:07<03:45,  1.43it/s, loss=0.759, pair=0.154, adv=4.054, sprd=0.027]
Ep 023/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.726, pair=0.014, adv=3.731, sprd=0.030]
Ep 023/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:38,  1.47it/s, loss=0.726, pair=0.014, adv=3.731, sprd=0.030]
Ep 023/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:38,  1.47it/s, loss=0.720, pair=0.024, adv=4.034, sprd=0.024]
Ep 023/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:43,  1.43it/s, loss=0.720, pair=0.024, adv=4.034, sprd=0.024]
Ep 023/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:43,  1.43it/s, loss=0.697, pair=0.046, adv=3.798, sprd=0.023]
Ep 023/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:28,  1.53it/s, loss=0.697, pair=0.046, adv=3.798, sprd=0.023]
Ep 023/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:28,  1.53it/s, loss=0.733, pair=0.014, adv=4.390, sprd=0.031]
Ep 023/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:41,  1.44it/s, loss=0.733, pair=0.014, adv=4.390, sprd=0.031]
Ep 023/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:41,  1.44it/s, loss=0.698, pair=0.063, adv=4.010, sprd=0.024]
Ep 023/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:32,  1.49it/s, loss=0.698, pair=0.063, adv=4.010, sprd=0.024]
Ep 023/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:32,  1.49it/s, loss=0.718, pair=0.026, adv=4.110, sprd=0.026]
Ep 023/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:47,  1.39it/s, loss=0.718, pair=0.026, adv=4.110, sprd=0.026]
Ep 023/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:47,  1.39it/s, loss=0.690, pair=0.017, adv=3.740, sprd=0.023]
Ep 023/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:33,  1.47it/s, loss=0.690, pair=0.017, adv=3.740, sprd=0.023]
Ep 023/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:33,  1.47it/s, loss=0.803, pair=0.034, adv=3.781, sprd=0.029]
Ep 023/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:42,  1.41it/s, loss=0.803, pair=0.034, adv=3.781, sprd=0.029]
Ep 023/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:42,  1.41it/s, loss=0.704, pair=0.095, adv=3.746, sprd=0.019]
Ep 023/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:29,  1.49it/s, loss=0.704, pair=0.095, adv=3.746, sprd=0.019]
Ep 023/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:29,  1.49it/s, loss=0.713, pair=0.032, adv=3.602, sprd=0.023]
Ep 023/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:33,  1.46it/s, loss=0.713, pair=0.032, adv=3.602, sprd=0.023]
Ep 023/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:33,  1.46it/s, loss=0.714, pair=0.028, adv=3.935, sprd=0.031]
Ep 023/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:27,  1.50it/s, loss=0.714, pair=0.028, adv=3.935, sprd=0.031]
Ep 023/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:27,  1.50it/s, loss=0.717, pair=0.009, adv=3.618, sprd=0.026]
Ep 023/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:32,  1.46it/s, loss=0.717, pair=0.009, adv=3.618, sprd=0.026]
Ep 023/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:32,  1.46it/s, loss=0.714, pair=0.030, adv=3.940, sprd=0.030]
Ep 023/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:24,  1.51it/s, loss=0.714, pair=0.030, adv=3.940, sprd=0.030]
Ep 023/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:24,  1.51it/s, loss=0.810, pair=0.011, adv=4.057, sprd=0.030]
Ep 023/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:37,  1.41it/s, loss=0.810, pair=0.011, adv=4.057, sprd=0.030]
Ep 023/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:37,  1.41it/s, loss=0.686, pair=0.038, adv=3.242, sprd=0.024]
Ep 023/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:27,  1.48it/s, loss=0.686, pair=0.038, adv=3.242, sprd=0.024]
Ep 023/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:27,  1.48it/s, loss=0.710, pair=0.011, adv=3.784, sprd=0.027]
Ep 023/60 [S2:+mat]:   8%|▎   | 27/333 [00:18<03:35,  1.42it/s, loss=0.710, pair=0.011, adv=3.784, sprd=0.027]
Ep 023/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:35,  1.42it/s, loss=0.684, pair=0.020, adv=3.987, sprd=0.021]
Ep 023/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:22,  1.50it/s, loss=0.684, pair=0.020, adv=3.987, sprd=0.021]
Ep 023/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:22,  1.50it/s, loss=0.714, pair=0.005, adv=3.523, sprd=0.020]
Ep 023/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:33,  1.42it/s, loss=0.714, pair=0.005, adv=3.523, sprd=0.020]
Ep 023/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:33,  1.42it/s, loss=0.681, pair=0.019, adv=3.573, sprd=0.021]
Ep 023/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:23,  1.49it/s, loss=0.681, pair=0.019, adv=3.573, sprd=0.021]
Ep 023/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:23,  1.49it/s, loss=0.988, pair=0.015, adv=3.713, sprd=0.017]
Ep 023/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:30,  1.43it/s, loss=0.988, pair=0.015, adv=3.713, sprd=0.017]
Ep 023/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:30,  1.43it/s, loss=0.705, pair=0.036, adv=4.028, sprd=0.026]
Ep 023/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:23,  1.48it/s, loss=0.705, pair=0.036, adv=4.028, sprd=0.026]
Ep 023/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:23,  1.48it/s, loss=0.710, pair=0.016, adv=3.723, sprd=0.025]
Ep 023/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:37,  1.38it/s, loss=0.710, pair=0.016, adv=3.723, sprd=0.025]
Ep 023/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:37,  1.38it/s, loss=0.687, pair=0.013, adv=3.961, sprd=0.024]
Ep 023/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:22,  1.48it/s, loss=0.687, pair=0.013, adv=3.961, sprd=0.024]
Ep 023/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:22,  1.48it/s, loss=0.715, pair=0.002, adv=3.993, sprd=0.023]
Ep 023/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:35,  1.38it/s, loss=0.715, pair=0.002, adv=3.993, sprd=0.023]
Ep 023/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:35,  1.38it/s, loss=0.692, pair=0.011, adv=3.861, sprd=0.023]
Ep 023/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:22,  1.47it/s, loss=0.692, pair=0.011, adv=3.861, sprd=0.023]
Ep 023/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:22,  1.47it/s, loss=0.713, pair=0.013, adv=4.155, sprd=0.026]
Ep 023/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:29,  1.41it/s, loss=0.713, pair=0.013, adv=4.155, sprd=0.026]
Ep 023/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:29,  1.41it/s, loss=0.698, pair=0.010, adv=3.794, sprd=0.026]
Ep 023/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:20,  1.47it/s, loss=0.698, pair=0.010, adv=3.794, sprd=0.026]
Ep 023/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:20,  1.47it/s, loss=0.707, pair=0.013, adv=3.585, sprd=0.021]
Ep 023/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:36,  1.36it/s, loss=0.707, pair=0.013, adv=3.585, sprd=0.021]
Ep 023/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:36,  1.36it/s, loss=0.708, pair=0.025, adv=3.789, sprd=0.027]
Ep 023/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:21,  1.46it/s, loss=0.708, pair=0.025, adv=3.789, sprd=0.027]
Ep 023/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:21,  1.46it/s, loss=0.715, pair=0.034, adv=3.764, sprd=0.022]
Ep 023/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:28,  1.40it/s, loss=0.715, pair=0.034, adv=3.764, sprd=0.022]
Ep 023/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:28,  1.40it/s, loss=0.711, pair=0.015, adv=3.898, sprd=0.027]
Ep 023/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:18,  1.46it/s, loss=0.711, pair=0.015, adv=3.898, sprd=0.027]
Ep 023/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:18,  1.46it/s, loss=0.733, pair=0.052, adv=3.601, sprd=0.029]
Ep 023/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:28,  1.39it/s, loss=0.733, pair=0.052, adv=3.601, sprd=0.029]
Ep 023/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:28,  1.39it/s, loss=0.712, pair=0.046, adv=3.664, sprd=0.023]
Ep 023/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:19,  1.45it/s, loss=0.712, pair=0.046, adv=3.664, sprd=0.023]
Ep 023/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:19,  1.45it/s, loss=0.736, pair=0.038, adv=3.901, sprd=0.027]
Ep 023/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:22,  1.42it/s, loss=0.736, pair=0.038, adv=3.901, sprd=0.027]
Ep 023/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:22,  1.42it/s, loss=0.705, pair=0.018, adv=3.650, sprd=0.025]
Ep 023/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.705, pair=0.018, adv=3.650, sprd=0.025]
Ep 023/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.701, pair=0.039, adv=3.900, sprd=0.021]
Ep 023/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:29,  1.36it/s, loss=0.701, pair=0.039, adv=3.900, sprd=0.021]
Ep 023/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:29,  1.36it/s, loss=0.736, pair=0.049, adv=3.913, sprd=0.032]
Ep 023/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:18,  1.44it/s, loss=0.736, pair=0.049, adv=3.913, sprd=0.032]
Ep 023/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:18,  1.44it/s, loss=0.734, pair=0.042, adv=3.445, sprd=0.028]
Ep 023/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:29,  1.36it/s, loss=0.734, pair=0.042, adv=3.445, sprd=0.028]
Ep 023/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:29,  1.36it/s, loss=0.716, pair=0.035, adv=3.553, sprd=0.025]
Ep 023/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:18,  1.42it/s, loss=0.716, pair=0.035, adv=3.553, sprd=0.025]
Ep 023/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:18,  1.42it/s, loss=0.736, pair=0.139, adv=3.619, sprd=0.023]
Ep 023/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:23,  1.39it/s, loss=0.736, pair=0.139, adv=3.619, sprd=0.023]
Ep 023/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:23,  1.39it/s, loss=0.698, pair=0.028, adv=3.730, sprd=0.023]
Ep 023/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:12,  1.46it/s, loss=0.698, pair=0.028, adv=3.730, sprd=0.023]
Ep 023/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:12,  1.46it/s, loss=0.724, pair=0.006, adv=3.709, sprd=0.027]
Ep 023/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:17,  1.42it/s, loss=0.724, pair=0.006, adv=3.709, sprd=0.027]
Ep 023/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:17,  1.42it/s, loss=0.696, pair=0.092, adv=3.261, sprd=0.022]
Ep 023/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:06,  1.50it/s, loss=0.696, pair=0.092, adv=3.261, sprd=0.022]
Ep 023/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:06,  1.50it/s, loss=0.734, pair=0.116, adv=3.432, sprd=0.023]
Ep 023/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:15,  1.42it/s, loss=0.734, pair=0.116, adv=3.432, sprd=0.023]
Ep 023/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:15,  1.42it/s, loss=0.723, pair=0.066, adv=3.819, sprd=0.026]
Ep 023/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.49it/s, loss=0.723, pair=0.066, adv=3.819, sprd=0.026]
Ep 023/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.49it/s, loss=0.795, pair=0.134, adv=3.658, sprd=0.019]
Ep 023/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:13,  1.43it/s, loss=0.795, pair=0.134, adv=3.658, sprd=0.019]
Ep 023/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:13,  1.43it/s, loss=0.719, pair=0.079, adv=4.002, sprd=0.025]
Ep 023/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:04,  1.49it/s, loss=0.719, pair=0.079, adv=4.002, sprd=0.025]
Ep 023/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:04,  1.49it/s, loss=0.716, pair=0.032, adv=3.919, sprd=0.025]
Ep 023/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:18,  1.38it/s, loss=0.716, pair=0.032, adv=3.919, sprd=0.025]
Ep 023/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:18,  1.38it/s, loss=0.739, pair=0.064, adv=3.873, sprd=0.030]
Ep 023/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:05,  1.47it/s, loss=0.739, pair=0.064, adv=3.873, sprd=0.030]
Ep 023/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:05,  1.47it/s, loss=0.718, pair=0.046, adv=3.453, sprd=0.021]
Ep 023/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:14,  1.40it/s, loss=0.718, pair=0.046, adv=3.453, sprd=0.021]
Ep 023/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:14,  1.40it/s, loss=0.703, pair=0.061, adv=3.398, sprd=0.023]
Ep 023/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:04,  1.47it/s, loss=0.703, pair=0.061, adv=3.398, sprd=0.023]
Ep 023/60 [S2:+mat]:  19%|▋   | 62/333 [00:44<03:04,  1.47it/s, loss=0.737, pair=0.009, adv=3.862, sprd=0.029]
Ep 023/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:10,  1.42it/s, loss=0.737, pair=0.009, adv=3.862, sprd=0.029]
Ep 023/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:10,  1.42it/s, loss=0.699, pair=0.083, adv=3.264, sprd=0.022]
Ep 023/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:01,  1.48it/s, loss=0.699, pair=0.083, adv=3.264, sprd=0.022]
Ep 023/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:01,  1.48it/s, loss=0.706, pair=0.010, adv=3.331, sprd=0.028]
Ep 023/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:12,  1.40it/s, loss=0.706, pair=0.010, adv=3.331, sprd=0.028]
Ep 023/60 [S2:+mat]:  20%|▊   | 65/333 [00:46<03:12,  1.40it/s, loss=0.691, pair=0.003, adv=3.531, sprd=0.023]
Ep 023/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:01,  1.47it/s, loss=0.691, pair=0.003, adv=3.531, sprd=0.023]
Ep 023/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:01,  1.47it/s, loss=0.715, pair=0.050, adv=3.641, sprd=0.027]
Ep 023/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:07,  1.42it/s, loss=0.715, pair=0.050, adv=3.641, sprd=0.027]
Ep 023/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:07,  1.42it/s, loss=0.693, pair=0.059, adv=3.588, sprd=0.018]
Ep 023/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:58,  1.49it/s, loss=0.693, pair=0.059, adv=3.588, sprd=0.018]
Ep 023/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<02:58,  1.49it/s, loss=0.714, pair=0.012, adv=3.641, sprd=0.022]
Ep 023/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:02,  1.45it/s, loss=0.714, pair=0.012, adv=3.641, sprd=0.022]
Ep 023/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:02,  1.45it/s, loss=0.719, pair=0.005, adv=4.045, sprd=0.030]
Ep 023/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:56,  1.49it/s, loss=0.719, pair=0.005, adv=4.045, sprd=0.030]
Ep 023/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:56,  1.49it/s, loss=0.713, pair=0.011, adv=3.571, sprd=0.025]
Ep 023/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:02,  1.43it/s, loss=0.713, pair=0.011, adv=3.571, sprd=0.025]
Ep 023/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:02,  1.43it/s, loss=0.694, pair=0.065, adv=3.713, sprd=0.023]
Ep 023/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:54,  1.49it/s, loss=0.694, pair=0.065, adv=3.713, sprd=0.023]
Ep 023/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:54,  1.49it/s, loss=0.724, pair=0.033, adv=4.063, sprd=0.027]
Ep 023/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:02,  1.42it/s, loss=0.724, pair=0.033, adv=4.063, sprd=0.027]
Ep 023/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:02,  1.42it/s, loss=0.711, pair=0.022, adv=3.814, sprd=0.025]
Ep 023/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:55,  1.48it/s, loss=0.711, pair=0.022, adv=3.814, sprd=0.025]
Ep 023/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:55,  1.48it/s, loss=0.773, pair=0.009, adv=3.889, sprd=0.025]
Ep 023/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:01,  1.42it/s, loss=0.773, pair=0.009, adv=3.889, sprd=0.025]
Ep 023/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:01,  1.42it/s, loss=0.685, pair=0.010, adv=3.718, sprd=0.022]
Ep 023/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:54,  1.47it/s, loss=0.685, pair=0.010, adv=3.718, sprd=0.022]
Ep 023/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:54,  1.47it/s, loss=0.778, pair=0.061, adv=3.490, sprd=0.021]
Ep 023/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:54,  1.46it/s, loss=0.778, pair=0.061, adv=3.490, sprd=0.021]
Ep 023/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<02:54,  1.46it/s, loss=0.697, pair=0.013, adv=3.668, sprd=0.025]
Ep 023/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:48,  1.51it/s, loss=0.697, pair=0.013, adv=3.668, sprd=0.025]
Ep 023/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:48,  1.51it/s, loss=0.705, pair=0.008, adv=3.445, sprd=0.025]
Ep 023/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:03,  1.38it/s, loss=0.705, pair=0.008, adv=3.445, sprd=0.025]
Ep 023/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:03,  1.38it/s, loss=0.689, pair=0.008, adv=3.827, sprd=0.026]
Ep 023/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:53,  1.46it/s, loss=0.689, pair=0.008, adv=3.827, sprd=0.026]
Ep 023/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:53,  1.46it/s, loss=0.790, pair=0.019, adv=3.720, sprd=0.026]
Ep 023/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:59,  1.40it/s, loss=0.790, pair=0.019, adv=3.720, sprd=0.026]
Ep 023/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<02:59,  1.40it/s, loss=0.730, pair=0.023, adv=3.516, sprd=0.022]
Ep 023/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:51,  1.47it/s, loss=0.730, pair=0.023, adv=3.516, sprd=0.022]
Ep 023/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:51,  1.47it/s, loss=0.719, pair=0.008, adv=3.975, sprd=0.024]
Ep 023/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:58,  1.40it/s, loss=0.719, pair=0.008, adv=3.975, sprd=0.024]
Ep 023/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:58,  1.40it/s, loss=0.713, pair=0.030, adv=3.636, sprd=0.026]
Ep 023/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:50,  1.46it/s, loss=0.713, pair=0.030, adv=3.636, sprd=0.026]
Ep 023/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:50,  1.46it/s, loss=0.724, pair=0.014, adv=3.451, sprd=0.026]
Ep 023/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.724, pair=0.014, adv=3.451, sprd=0.026]
Ep 023/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.702, pair=0.009, adv=3.626, sprd=0.026]
Ep 023/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:46,  1.48it/s, loss=0.702, pair=0.009, adv=3.626, sprd=0.026]
Ep 023/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:46,  1.48it/s, loss=0.722, pair=0.049, adv=3.739, sprd=0.023]
Ep 023/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:52,  1.43it/s, loss=0.722, pair=0.049, adv=3.739, sprd=0.023]
Ep 023/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:52,  1.43it/s, loss=0.688, pair=0.040, adv=3.490, sprd=0.020]
Ep 023/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:43,  1.50it/s, loss=0.688, pair=0.040, adv=3.490, sprd=0.020]
Ep 023/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:43,  1.50it/s, loss=0.741, pair=0.037, adv=4.050, sprd=0.030]
Ep 023/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:50,  1.43it/s, loss=0.741, pair=0.037, adv=4.050, sprd=0.030]
Ep 023/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:50,  1.43it/s, loss=0.698, pair=0.013, adv=3.729, sprd=0.026]
Ep 023/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.49it/s, loss=0.698, pair=0.013, adv=3.729, sprd=0.026]
Ep 023/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:43,  1.49it/s, loss=0.721, pair=0.054, adv=3.592, sprd=0.022]
Ep 023/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:46,  1.45it/s, loss=0.721, pair=0.054, adv=3.592, sprd=0.022]
Ep 023/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:46,  1.45it/s, loss=0.714, pair=0.013, adv=3.743, sprd=0.030]
Ep 023/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:41,  1.49it/s, loss=0.714, pair=0.013, adv=3.743, sprd=0.030]
Ep 023/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:41,  1.49it/s, loss=0.720, pair=0.017, adv=3.603, sprd=0.028]
Ep 023/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:46,  1.44it/s, loss=0.720, pair=0.017, adv=3.603, sprd=0.028]
Ep 023/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:46,  1.44it/s, loss=0.726, pair=0.061, adv=3.804, sprd=0.027]
Ep 023/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:39,  1.50it/s, loss=0.726, pair=0.061, adv=3.804, sprd=0.027]
Ep 023/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:39,  1.50it/s, loss=0.787, pair=0.023, adv=3.638, sprd=0.024]
Ep 023/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:43,  1.46it/s, loss=0.787, pair=0.023, adv=3.638, sprd=0.024]
Ep 023/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:43,  1.46it/s, loss=0.697, pair=0.068, adv=3.283, sprd=0.024]
Ep 023/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:35,  1.52it/s, loss=0.697, pair=0.068, adv=3.283, sprd=0.024]
Ep 023/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:35,  1.52it/s, loss=0.735, pair=0.031, adv=3.983, sprd=0.027]
Ep 023/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:43,  1.44it/s, loss=0.735, pair=0.031, adv=3.983, sprd=0.027]
Ep 023/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:43,  1.44it/s, loss=0.715, pair=0.028, adv=3.785, sprd=0.027]
Ep 023/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:36,  1.50it/s, loss=0.715, pair=0.028, adv=3.785, sprd=0.027]
Ep 023/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:36,  1.50it/s, loss=0.970, pair=0.860, adv=3.729, sprd=0.029]
Ep 023/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:48,  1.39it/s, loss=0.970, pair=0.860, adv=3.729, sprd=0.029]
Ep 023/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:48,  1.39it/s, loss=0.703, pair=0.035, adv=3.820, sprd=0.026]
Ep 023/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:38,  1.47it/s, loss=0.703, pair=0.035, adv=3.820, sprd=0.026]
Ep 023/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:38,  1.47it/s, loss=0.731, pair=0.072, adv=3.518, sprd=0.025]
Ep 023/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:49,  1.37it/s, loss=0.731, pair=0.072, adv=3.518, sprd=0.025]
Ep 023/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:49,  1.37it/s, loss=0.690, pair=0.019, adv=3.496, sprd=0.022]
Ep 023/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:39,  1.45it/s, loss=0.690, pair=0.019, adv=3.496, sprd=0.022]
Ep 023/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:39,  1.45it/s, loss=0.723, pair=0.060, adv=3.443, sprd=0.028]
Ep 023/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:45,  1.39it/s, loss=0.723, pair=0.060, adv=3.443, sprd=0.028]
Ep 023/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:45,  1.39it/s, loss=0.735, pair=0.060, adv=3.917, sprd=0.031]
Ep 023/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:38,  1.45it/s, loss=0.735, pair=0.060, adv=3.917, sprd=0.031]
Ep 023/60 [S2:+mat]:  31%|▉  | 104/333 [01:13<02:38,  1.45it/s, loss=0.750, pair=0.131, adv=3.586, sprd=0.022]
Ep 023/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:42,  1.41it/s, loss=0.750, pair=0.131, adv=3.586, sprd=0.022]
Ep 023/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:42,  1.41it/s, loss=0.706, pair=0.036, adv=3.807, sprd=0.026]
Ep 023/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:35,  1.46it/s, loss=0.706, pair=0.036, adv=3.807, sprd=0.026]
Ep 023/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:35,  1.46it/s, loss=0.721, pair=0.085, adv=3.343, sprd=0.020]
Ep 023/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:40,  1.41it/s, loss=0.721, pair=0.085, adv=3.343, sprd=0.020]
Ep 023/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:40,  1.41it/s, loss=0.706, pair=0.062, adv=3.239, sprd=0.027]
Ep 023/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:31,  1.48it/s, loss=0.706, pair=0.062, adv=3.239, sprd=0.027]
Ep 023/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:31,  1.48it/s, loss=0.732, pair=0.013, adv=3.723, sprd=0.030]
Ep 023/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:38,  1.42it/s, loss=0.732, pair=0.013, adv=3.723, sprd=0.030]
Ep 023/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:38,  1.42it/s, loss=0.717, pair=0.058, adv=3.878, sprd=0.028]
Ep 023/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:31,  1.47it/s, loss=0.717, pair=0.058, adv=3.878, sprd=0.028]
Ep 023/60 [S2:+mat]:  33%|▉  | 110/333 [01:17<02:31,  1.47it/s, loss=0.783, pair=0.043, adv=3.831, sprd=0.022]
Ep 023/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:37,  1.41it/s, loss=0.783, pair=0.043, adv=3.831, sprd=0.022]
Ep 023/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:37,  1.41it/s, loss=0.705, pair=0.026, adv=3.848, sprd=0.029]
Ep 023/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:30,  1.46it/s, loss=0.705, pair=0.026, adv=3.848, sprd=0.029]
Ep 023/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:30,  1.46it/s, loss=0.711, pair=0.013, adv=3.495, sprd=0.026]
Ep 023/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:32,  1.44it/s, loss=0.711, pair=0.013, adv=3.495, sprd=0.026]
Ep 023/60 [S2:+mat]:  34%|█  | 113/333 [01:19<02:32,  1.44it/s, loss=0.708, pair=0.094, adv=3.507, sprd=0.022]
Ep 023/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:23,  1.52it/s, loss=0.708, pair=0.094, adv=3.507, sprd=0.022]
Ep 023/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:23,  1.52it/s, loss=0.733, pair=0.092, adv=3.398, sprd=0.026]
Ep 023/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:31,  1.43it/s, loss=0.733, pair=0.092, adv=3.398, sprd=0.026]
Ep 023/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:31,  1.43it/s, loss=0.679, pair=0.063, adv=3.205, sprd=0.020]
Ep 023/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:23,  1.51it/s, loss=0.679, pair=0.063, adv=3.205, sprd=0.020]
Ep 023/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:23,  1.51it/s, loss=0.733, pair=0.105, adv=3.253, sprd=0.024]
Ep 023/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:28,  1.45it/s, loss=0.733, pair=0.105, adv=3.253, sprd=0.024]
Ep 023/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:28,  1.45it/s, loss=0.706, pair=0.025, adv=3.410, sprd=0.025]
Ep 023/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:22,  1.51it/s, loss=0.706, pair=0.025, adv=3.410, sprd=0.025]
Ep 023/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:22,  1.51it/s, loss=0.719, pair=0.027, adv=3.510, sprd=0.027]
Ep 023/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:29,  1.43it/s, loss=0.719, pair=0.027, adv=3.510, sprd=0.027]
Ep 023/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:29,  1.43it/s, loss=0.733, pair=0.112, adv=3.632, sprd=0.027]
Ep 023/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:21,  1.51it/s, loss=0.733, pair=0.112, adv=3.632, sprd=0.027]
Ep 023/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:21,  1.51it/s, loss=0.750, pair=0.111, adv=3.525, sprd=0.027]
Ep 023/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:24,  1.47it/s, loss=0.750, pair=0.111, adv=3.525, sprd=0.027]
Ep 023/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:24,  1.47it/s, loss=0.731, pair=0.040, adv=3.656, sprd=0.031]
Ep 023/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:19,  1.51it/s, loss=0.731, pair=0.040, adv=3.656, sprd=0.031]
Ep 023/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:19,  1.51it/s, loss=0.699, pair=0.016, adv=3.334, sprd=0.023]
Ep 023/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:28,  1.41it/s, loss=0.699, pair=0.016, adv=3.334, sprd=0.023]
Ep 023/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:28,  1.41it/s, loss=0.712, pair=0.012, adv=3.817, sprd=0.028]
Ep 023/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:21,  1.48it/s, loss=0.712, pair=0.012, adv=3.817, sprd=0.028]
Ep 023/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:21,  1.48it/s, loss=0.740, pair=0.055, adv=3.770, sprd=0.028]
Ep 023/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:32,  1.37it/s, loss=0.740, pair=0.055, adv=3.770, sprd=0.028]
Ep 023/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:32,  1.37it/s, loss=0.680, pair=0.030, adv=3.712, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:21,  1.46it/s, loss=0.680, pair=0.030, adv=3.712, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:21,  1.46it/s, loss=0.704, pair=0.012, adv=3.545, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:23,  1.43it/s, loss=0.704, pair=0.012, adv=3.545, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:23,  1.43it/s, loss=0.681, pair=0.002, adv=3.741, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:18,  1.49it/s, loss=0.681, pair=0.002, adv=3.741, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:18,  1.49it/s, loss=0.719, pair=0.014, adv=3.652, sprd=0.026]
Ep 023/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:23,  1.42it/s, loss=0.719, pair=0.014, adv=3.652, sprd=0.026]
Ep 023/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:23,  1.42it/s, loss=0.701, pair=0.017, adv=3.544, sprd=0.025]
Ep 023/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:16,  1.48it/s, loss=0.701, pair=0.017, adv=3.544, sprd=0.025]
Ep 023/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:16,  1.48it/s, loss=0.726, pair=0.029, adv=3.747, sprd=0.029]
Ep 023/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:25,  1.39it/s, loss=0.726, pair=0.029, adv=3.747, sprd=0.029]
Ep 023/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:25,  1.39it/s, loss=0.708, pair=0.025, adv=3.549, sprd=0.029]
Ep 023/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:17,  1.46it/s, loss=0.708, pair=0.025, adv=3.549, sprd=0.029]
Ep 023/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:17,  1.46it/s, loss=0.741, pair=0.016, adv=3.910, sprd=0.032]
Ep 023/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:22,  1.40it/s, loss=0.741, pair=0.016, adv=3.910, sprd=0.032]
Ep 023/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:22,  1.40it/s, loss=0.705, pair=0.010, adv=3.747, sprd=0.027]
Ep 023/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:16,  1.46it/s, loss=0.705, pair=0.010, adv=3.747, sprd=0.027]
Ep 023/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:16,  1.46it/s, loss=0.739, pair=0.016, adv=3.649, sprd=0.031]
Ep 023/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:22,  1.39it/s, loss=0.739, pair=0.016, adv=3.649, sprd=0.031]
Ep 023/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:22,  1.39it/s, loss=0.695, pair=0.005, adv=3.665, sprd=0.028]
Ep 023/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:15,  1.45it/s, loss=0.695, pair=0.005, adv=3.665, sprd=0.028]
Ep 023/60 [S2:+mat]:  41%|█▏ | 136/333 [01:35<02:15,  1.45it/s, loss=0.739, pair=0.105, adv=3.348, sprd=0.023]
Ep 023/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:18,  1.42it/s, loss=0.739, pair=0.105, adv=3.348, sprd=0.023]
Ep 023/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:18,  1.42it/s, loss=0.710, pair=0.073, adv=3.768, sprd=0.027]
Ep 023/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:12,  1.47it/s, loss=0.710, pair=0.073, adv=3.768, sprd=0.027]
Ep 023/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:12,  1.47it/s, loss=0.726, pair=0.063, adv=3.589, sprd=0.023]
Ep 023/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:16,  1.43it/s, loss=0.726, pair=0.063, adv=3.589, sprd=0.023]
Ep 023/60 [S2:+mat]:  42%|█▎ | 139/333 [01:37<02:16,  1.43it/s, loss=0.665, pair=0.014, adv=3.299, sprd=0.022]
Ep 023/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:09,  1.49it/s, loss=0.665, pair=0.014, adv=3.299, sprd=0.022]
Ep 023/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:09,  1.49it/s, loss=0.721, pair=0.037, adv=3.497, sprd=0.026]
Ep 023/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:14,  1.43it/s, loss=0.721, pair=0.037, adv=3.497, sprd=0.026]
Ep 023/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:14,  1.43it/s, loss=0.704, pair=0.041, adv=3.773, sprd=0.025]
Ep 023/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:08,  1.48it/s, loss=0.704, pair=0.041, adv=3.773, sprd=0.025]
Ep 023/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:08,  1.48it/s, loss=0.745, pair=0.015, adv=3.329, sprd=0.025]
Ep 023/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:15,  1.40it/s, loss=0.745, pair=0.015, adv=3.329, sprd=0.025]
Ep 023/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:15,  1.40it/s, loss=0.705, pair=0.084, adv=3.272, sprd=0.024]
Ep 023/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:08,  1.47it/s, loss=0.705, pair=0.084, adv=3.272, sprd=0.024]
Ep 023/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:08,  1.47it/s, loss=0.741, pair=0.074, adv=3.735, sprd=0.029]
Ep 023/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:12,  1.42it/s, loss=0.741, pair=0.074, adv=3.735, sprd=0.029]
Ep 023/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:12,  1.42it/s, loss=0.695, pair=0.071, adv=3.711, sprd=0.020]
Ep 023/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:04,  1.50it/s, loss=0.695, pair=0.071, adv=3.711, sprd=0.020]
Ep 023/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:04,  1.50it/s, loss=0.813, pair=0.037, adv=3.723, sprd=0.032]
Ep 023/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:09,  1.44it/s, loss=0.813, pair=0.037, adv=3.723, sprd=0.032]
Ep 023/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:09,  1.44it/s, loss=0.693, pair=0.031, adv=3.428, sprd=0.020]
Ep 023/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:02,  1.51it/s, loss=0.693, pair=0.031, adv=3.428, sprd=0.020]
Ep 023/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:02,  1.51it/s, loss=0.754, pair=0.020, adv=3.739, sprd=0.031]
Ep 023/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:08,  1.43it/s, loss=0.754, pair=0.020, adv=3.739, sprd=0.031]
Ep 023/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:08,  1.43it/s, loss=0.701, pair=0.013, adv=3.579, sprd=0.027]
Ep 023/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:02,  1.49it/s, loss=0.701, pair=0.013, adv=3.579, sprd=0.027]
Ep 023/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:02,  1.49it/s, loss=0.735, pair=0.073, adv=3.728, sprd=0.022]
Ep 023/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:07,  1.43it/s, loss=0.735, pair=0.073, adv=3.728, sprd=0.022]
Ep 023/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:07,  1.43it/s, loss=0.711, pair=0.068, adv=3.885, sprd=0.024]
Ep 023/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:01,  1.49it/s, loss=0.711, pair=0.068, adv=3.885, sprd=0.024]
Ep 023/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:01,  1.49it/s, loss=0.742, pair=0.099, adv=3.715, sprd=0.026]
Ep 023/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:09,  1.38it/s, loss=0.742, pair=0.099, adv=3.715, sprd=0.026]
Ep 023/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:09,  1.38it/s, loss=0.705, pair=0.017, adv=3.483, sprd=0.026]
Ep 023/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:02,  1.46it/s, loss=0.705, pair=0.017, adv=3.483, sprd=0.026]
Ep 023/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:02,  1.46it/s, loss=0.740, pair=0.019, adv=3.998, sprd=0.028]
Ep 023/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:11,  1.35it/s, loss=0.740, pair=0.019, adv=3.998, sprd=0.028]
Ep 023/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:11,  1.35it/s, loss=0.702, pair=0.049, adv=3.605, sprd=0.019]
Ep 023/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:01,  1.45it/s, loss=0.702, pair=0.049, adv=3.605, sprd=0.019]
Ep 023/60 [S2:+mat]:  47%|█▍ | 156/333 [01:49<02:01,  1.45it/s, loss=0.718, pair=0.029, adv=3.787, sprd=0.026]
Ep 023/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:10,  1.35it/s, loss=0.718, pair=0.029, adv=3.787, sprd=0.026]
Ep 023/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:10,  1.35it/s, loss=0.699, pair=0.040, adv=3.498, sprd=0.020]
Ep 023/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<02:00,  1.45it/s, loss=0.699, pair=0.040, adv=3.498, sprd=0.020]
Ep 023/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<02:00,  1.45it/s, loss=0.734, pair=0.028, adv=4.051, sprd=0.031]
Ep 023/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:05,  1.39it/s, loss=0.734, pair=0.028, adv=4.051, sprd=0.031]
Ep 023/60 [S2:+mat]:  48%|█▍ | 159/333 [01:51<02:05,  1.39it/s, loss=0.725, pair=0.012, adv=3.707, sprd=0.030]
Ep 023/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:59,  1.45it/s, loss=0.725, pair=0.012, adv=3.707, sprd=0.030]
Ep 023/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:59,  1.45it/s, loss=0.681, pair=0.060, adv=3.270, sprd=0.020]
Ep 023/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:04,  1.38it/s, loss=0.681, pair=0.060, adv=3.270, sprd=0.020]
Ep 023/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:04,  1.38it/s, loss=0.703, pair=0.018, adv=3.859, sprd=0.026]
Ep 023/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:58,  1.45it/s, loss=0.703, pair=0.018, adv=3.859, sprd=0.026]
Ep 023/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<01:58,  1.45it/s, loss=0.759, pair=0.202, adv=3.859, sprd=0.024]
Ep 023/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:58,  1.43it/s, loss=0.759, pair=0.202, adv=3.859, sprd=0.024]
Ep 023/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:58,  1.43it/s, loss=0.740, pair=0.040, adv=3.839, sprd=0.033]
Ep 023/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:54,  1.48it/s, loss=0.740, pair=0.040, adv=3.839, sprd=0.033]
Ep 023/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:54,  1.48it/s, loss=0.715, pair=0.020, adv=3.654, sprd=0.026]
Ep 023/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<02:00,  1.40it/s, loss=0.715, pair=0.020, adv=3.654, sprd=0.026]
Ep 023/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<02:00,  1.40it/s, loss=0.713, pair=0.031, adv=3.536, sprd=0.027]
Ep 023/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:53,  1.48it/s, loss=0.713, pair=0.031, adv=3.536, sprd=0.027]
Ep 023/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:53,  1.48it/s, loss=0.782, pair=0.049, adv=3.718, sprd=0.022]
Ep 023/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:57,  1.41it/s, loss=0.782, pair=0.049, adv=3.718, sprd=0.022]
Ep 023/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:57,  1.41it/s, loss=0.693, pair=0.045, adv=3.837, sprd=0.024]
Ep 023/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:51,  1.48it/s, loss=0.693, pair=0.045, adv=3.837, sprd=0.024]
Ep 023/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:51,  1.48it/s, loss=0.793, pair=0.020, adv=3.821, sprd=0.026]
Ep 023/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:57,  1.39it/s, loss=0.793, pair=0.020, adv=3.821, sprd=0.026]
Ep 023/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:57,  1.39it/s, loss=0.703, pair=0.031, adv=3.664, sprd=0.025]
Ep 023/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:49,  1.48it/s, loss=0.703, pair=0.031, adv=3.664, sprd=0.025]
Ep 023/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:49,  1.48it/s, loss=0.724, pair=0.023, adv=3.789, sprd=0.025]
Ep 023/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:53,  1.43it/s, loss=0.724, pair=0.023, adv=3.789, sprd=0.025]
Ep 023/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:53,  1.43it/s, loss=0.704, pair=0.044, adv=3.603, sprd=0.023]
Ep 023/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:46,  1.51it/s, loss=0.704, pair=0.044, adv=3.603, sprd=0.023]
Ep 023/60 [S2:+mat]:  52%|█▌ | 172/333 [02:00<01:46,  1.51it/s, loss=0.724, pair=0.033, adv=3.688, sprd=0.026]
Ep 023/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:51,  1.43it/s, loss=0.724, pair=0.033, adv=3.688, sprd=0.026]
Ep 023/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:51,  1.43it/s, loss=0.724, pair=0.025, adv=3.915, sprd=0.028]
Ep 023/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:46,  1.49it/s, loss=0.724, pair=0.025, adv=3.915, sprd=0.028]
Ep 023/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:46,  1.49it/s, loss=0.726, pair=0.051, adv=3.746, sprd=0.025]
Ep 023/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:50,  1.43it/s, loss=0.726, pair=0.051, adv=3.746, sprd=0.025]
Ep 023/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:50,  1.43it/s, loss=0.702, pair=0.015, adv=3.440, sprd=0.024]
Ep 023/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:44,  1.51it/s, loss=0.702, pair=0.015, adv=3.440, sprd=0.024]
Ep 023/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:44,  1.51it/s, loss=0.710, pair=0.026, adv=3.366, sprd=0.026]
Ep 023/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:49,  1.43it/s, loss=0.710, pair=0.026, adv=3.366, sprd=0.026]
Ep 023/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:49,  1.43it/s, loss=0.697, pair=0.004, adv=4.003, sprd=0.025]
Ep 023/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:43,  1.49it/s, loss=0.697, pair=0.004, adv=4.003, sprd=0.025]
Ep 023/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:43,  1.49it/s, loss=0.723, pair=0.047, adv=3.496, sprd=0.024]
Ep 023/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:47,  1.44it/s, loss=0.723, pair=0.047, adv=3.496, sprd=0.024]
Ep 023/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:47,  1.44it/s, loss=0.687, pair=0.015, adv=3.598, sprd=0.025]
Ep 023/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:42,  1.50it/s, loss=0.687, pair=0.015, adv=3.598, sprd=0.025]
Ep 023/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:42,  1.50it/s, loss=0.723, pair=0.015, adv=3.735, sprd=0.026]
Ep 023/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:45,  1.44it/s, loss=0.723, pair=0.015, adv=3.735, sprd=0.026]
Ep 023/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:45,  1.44it/s, loss=0.704, pair=0.004, adv=3.875, sprd=0.028]
Ep 023/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:41,  1.49it/s, loss=0.704, pair=0.004, adv=3.875, sprd=0.028]
Ep 023/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:41,  1.49it/s, loss=0.702, pair=0.019, adv=3.559, sprd=0.023]
Ep 023/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:42,  1.46it/s, loss=0.702, pair=0.019, adv=3.559, sprd=0.023]
Ep 023/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:42,  1.46it/s, loss=0.716, pair=0.068, adv=3.567, sprd=0.018]
Ep 023/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:37,  1.53it/s, loss=0.716, pair=0.068, adv=3.567, sprd=0.018]
Ep 023/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:37,  1.53it/s, loss=0.735, pair=0.002, adv=3.741, sprd=0.028]
Ep 023/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:42,  1.44it/s, loss=0.735, pair=0.002, adv=3.741, sprd=0.028]
Ep 023/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:42,  1.44it/s, loss=0.705, pair=0.028, adv=3.720, sprd=0.027]
Ep 023/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:38,  1.49it/s, loss=0.705, pair=0.028, adv=3.720, sprd=0.027]
Ep 023/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:38,  1.49it/s, loss=0.800, pair=0.043, adv=3.637, sprd=0.027]
Ep 023/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:42,  1.43it/s, loss=0.800, pair=0.043, adv=3.637, sprd=0.027]
Ep 023/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:42,  1.43it/s, loss=0.696, pair=0.008, adv=3.685, sprd=0.024]
Ep 023/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:37,  1.49it/s, loss=0.696, pair=0.008, adv=3.685, sprd=0.024]
Ep 023/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:37,  1.49it/s, loss=0.720, pair=0.014, adv=4.082, sprd=0.028]
Ep 023/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:41,  1.41it/s, loss=0.720, pair=0.014, adv=4.082, sprd=0.028]
Ep 023/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:41,  1.41it/s, loss=0.696, pair=0.004, adv=3.746, sprd=0.024]
Ep 023/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:37,  1.47it/s, loss=0.696, pair=0.004, adv=3.746, sprd=0.024]
Ep 023/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:37,  1.47it/s, loss=0.725, pair=0.002, adv=3.628, sprd=0.024]
Ep 023/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:41,  1.40it/s, loss=0.725, pair=0.002, adv=3.628, sprd=0.024]
Ep 023/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:41,  1.40it/s, loss=0.698, pair=0.007, adv=3.701, sprd=0.025]
Ep 023/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:35,  1.47it/s, loss=0.698, pair=0.007, adv=3.701, sprd=0.025]
Ep 023/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:35,  1.47it/s, loss=0.698, pair=0.025, adv=3.407, sprd=0.023]
Ep 023/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:39,  1.40it/s, loss=0.698, pair=0.025, adv=3.407, sprd=0.023]
Ep 023/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:39,  1.40it/s, loss=0.711, pair=0.017, adv=3.788, sprd=0.027]
Ep 023/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:34,  1.47it/s, loss=0.711, pair=0.017, adv=3.788, sprd=0.027]
Ep 023/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:34,  1.47it/s, loss=0.745, pair=0.015, adv=3.814, sprd=0.033]
Ep 023/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.42it/s, loss=0.745, pair=0.015, adv=3.814, sprd=0.033]
Ep 023/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.42it/s, loss=0.705, pair=0.012, adv=3.804, sprd=0.029]
Ep 023/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:33,  1.47it/s, loss=0.705, pair=0.012, adv=3.804, sprd=0.029]
Ep 023/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:33,  1.47it/s, loss=0.712, pair=0.030, adv=3.778, sprd=0.023]
Ep 023/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:35,  1.42it/s, loss=0.712, pair=0.030, adv=3.778, sprd=0.023]
Ep 023/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:35,  1.42it/s, loss=0.706, pair=0.043, adv=3.429, sprd=0.025]
Ep 023/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:31,  1.48it/s, loss=0.706, pair=0.043, adv=3.429, sprd=0.025]
Ep 023/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:31,  1.48it/s, loss=0.737, pair=0.009, adv=3.713, sprd=0.031]
Ep 023/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:35,  1.40it/s, loss=0.737, pair=0.009, adv=3.713, sprd=0.031]
Ep 023/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:35,  1.40it/s, loss=0.703, pair=0.019, adv=3.708, sprd=0.028]
Ep 023/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:30,  1.46it/s, loss=0.703, pair=0.019, adv=3.708, sprd=0.028]
Ep 023/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:30,  1.46it/s, loss=0.788, pair=0.021, adv=3.627, sprd=0.024]
Ep 023/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:32,  1.42it/s, loss=0.788, pair=0.021, adv=3.627, sprd=0.024]
Ep 023/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:32,  1.42it/s, loss=0.750, pair=0.052, adv=3.740, sprd=0.033]
Ep 023/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:29,  1.46it/s, loss=0.750, pair=0.052, adv=3.740, sprd=0.033]
Ep 023/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:29,  1.46it/s, loss=0.733, pair=0.038, adv=3.701, sprd=0.027]
Ep 023/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:32,  1.41it/s, loss=0.733, pair=0.038, adv=3.701, sprd=0.027]
Ep 023/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:32,  1.41it/s, loss=0.692, pair=0.001, adv=3.577, sprd=0.024]
Ep 023/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:27,  1.47it/s, loss=0.692, pair=0.001, adv=3.577, sprd=0.024]
Ep 023/60 [S2:+mat]:  61%|█▊ | 204/333 [02:22<01:27,  1.47it/s, loss=0.707, pair=0.025, adv=3.393, sprd=0.023]
Ep 023/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:33,  1.37it/s, loss=0.707, pair=0.025, adv=3.393, sprd=0.023]
Ep 023/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:33,  1.37it/s, loss=0.702, pair=0.049, adv=3.677, sprd=0.023]
Ep 023/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:26,  1.47it/s, loss=0.702, pair=0.049, adv=3.677, sprd=0.023]
Ep 023/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:26,  1.47it/s, loss=0.727, pair=0.016, adv=3.687, sprd=0.029]
Ep 023/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:29,  1.41it/s, loss=0.727, pair=0.016, adv=3.687, sprd=0.029]
Ep 023/60 [S2:+mat]:  62%|█▊ | 207/333 [02:24<01:29,  1.41it/s, loss=0.739, pair=0.028, adv=3.710, sprd=0.026]
Ep 023/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:25,  1.46it/s, loss=0.739, pair=0.028, adv=3.710, sprd=0.026]
Ep 023/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:25,  1.46it/s, loss=0.738, pair=0.028, adv=3.379, sprd=0.022]
Ep 023/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:25,  1.45it/s, loss=0.738, pair=0.028, adv=3.379, sprd=0.022]
Ep 023/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:25,  1.45it/s, loss=0.691, pair=0.014, adv=3.557, sprd=0.027]
Ep 023/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:21,  1.51it/s, loss=0.691, pair=0.014, adv=3.557, sprd=0.027]
Ep 023/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:21,  1.51it/s, loss=0.706, pair=0.023, adv=3.815, sprd=0.026]
Ep 023/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.706, pair=0.023, adv=3.815, sprd=0.026]
Ep 023/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.712, pair=0.036, adv=3.628, sprd=0.025]
Ep 023/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:19,  1.52it/s, loss=0.712, pair=0.036, adv=3.628, sprd=0.025]
Ep 023/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:19,  1.52it/s, loss=0.733, pair=0.014, adv=3.627, sprd=0.029]
Ep 023/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:23,  1.44it/s, loss=0.733, pair=0.014, adv=3.627, sprd=0.029]
Ep 023/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:23,  1.44it/s, loss=0.742, pair=0.008, adv=3.722, sprd=0.031]
Ep 023/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.47it/s, loss=0.742, pair=0.008, adv=3.722, sprd=0.031]
Ep 023/60 [S2:+mat]:  64%|█▉ | 214/333 [02:29<01:20,  1.47it/s, loss=0.801, pair=0.025, adv=3.759, sprd=0.026]
Ep 023/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:24,  1.40it/s, loss=0.801, pair=0.025, adv=3.759, sprd=0.026]
Ep 023/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:24,  1.40it/s, loss=0.690, pair=0.019, adv=3.502, sprd=0.022]
Ep 023/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:19,  1.47it/s, loss=0.690, pair=0.019, adv=3.502, sprd=0.022]
Ep 023/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:19,  1.47it/s, loss=0.720, pair=0.030, adv=3.515, sprd=0.023]
Ep 023/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:19,  1.45it/s, loss=0.720, pair=0.030, adv=3.515, sprd=0.023]
Ep 023/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:19,  1.45it/s, loss=0.694, pair=0.011, adv=3.548, sprd=0.027]
Ep 023/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:16,  1.50it/s, loss=0.694, pair=0.011, adv=3.548, sprd=0.027]
Ep 023/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:16,  1.50it/s, loss=0.788, pair=0.012, adv=3.667, sprd=0.028]
Ep 023/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:19,  1.44it/s, loss=0.788, pair=0.012, adv=3.667, sprd=0.028]
Ep 023/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:19,  1.44it/s, loss=0.709, pair=0.017, adv=3.769, sprd=0.027]
Ep 023/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:15,  1.49it/s, loss=0.709, pair=0.017, adv=3.769, sprd=0.027]
Ep 023/60 [S2:+mat]:  66%|█▉ | 220/333 [02:33<01:15,  1.49it/s, loss=0.807, pair=0.002, adv=3.585, sprd=0.027]
Ep 023/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:19,  1.41it/s, loss=0.807, pair=0.002, adv=3.585, sprd=0.027]
Ep 023/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:19,  1.41it/s, loss=0.708, pair=0.011, adv=3.428, sprd=0.027]
Ep 023/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:15,  1.48it/s, loss=0.708, pair=0.011, adv=3.428, sprd=0.027]
Ep 023/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:15,  1.48it/s, loss=0.703, pair=0.008, adv=3.576, sprd=0.026]
Ep 023/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:17,  1.41it/s, loss=0.703, pair=0.008, adv=3.576, sprd=0.026]
Ep 023/60 [S2:+mat]:  67%|██ | 223/333 [02:35<01:17,  1.41it/s, loss=0.736, pair=0.022, adv=3.469, sprd=0.027]
Ep 023/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:13,  1.48it/s, loss=0.736, pair=0.022, adv=3.469, sprd=0.027]
Ep 023/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:13,  1.48it/s, loss=0.719, pair=0.040, adv=3.367, sprd=0.025]
Ep 023/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:16,  1.42it/s, loss=0.719, pair=0.040, adv=3.367, sprd=0.025]
Ep 023/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:16,  1.42it/s, loss=0.689, pair=0.030, adv=3.150, sprd=0.024]
Ep 023/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.49it/s, loss=0.689, pair=0.030, adv=3.150, sprd=0.024]
Ep 023/60 [S2:+mat]:  68%|██ | 226/333 [02:37<01:11,  1.49it/s, loss=0.721, pair=0.007, adv=3.328, sprd=0.023]
Ep 023/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:14,  1.43it/s, loss=0.721, pair=0.007, adv=3.328, sprd=0.023]
Ep 023/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:14,  1.43it/s, loss=0.707, pair=0.006, adv=3.483, sprd=0.026]
Ep 023/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.49it/s, loss=0.707, pair=0.006, adv=3.483, sprd=0.026]
Ep 023/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:10,  1.49it/s, loss=0.750, pair=0.015, adv=3.388, sprd=0.031]
Ep 023/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:12,  1.44it/s, loss=0.750, pair=0.015, adv=3.388, sprd=0.031]
Ep 023/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:12,  1.44it/s, loss=0.717, pair=0.027, adv=3.567, sprd=0.025]
Ep 023/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:08,  1.51it/s, loss=0.717, pair=0.027, adv=3.567, sprd=0.025]
Ep 023/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:08,  1.51it/s, loss=0.698, pair=0.007, adv=3.292, sprd=0.020]
Ep 023/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:10,  1.45it/s, loss=0.698, pair=0.007, adv=3.292, sprd=0.020]
Ep 023/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:10,  1.45it/s, loss=0.710, pair=0.009, adv=3.734, sprd=0.028]
Ep 023/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:07,  1.51it/s, loss=0.710, pair=0.009, adv=3.734, sprd=0.028]
Ep 023/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:07,  1.51it/s, loss=0.691, pair=0.012, adv=3.475, sprd=0.024]
Ep 023/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:10,  1.41it/s, loss=0.691, pair=0.012, adv=3.475, sprd=0.024]
Ep 023/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:10,  1.41it/s, loss=0.677, pair=0.012, adv=3.680, sprd=0.021]
Ep 023/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:06,  1.48it/s, loss=0.677, pair=0.012, adv=3.680, sprd=0.021]
Ep 023/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:06,  1.48it/s, loss=0.721, pair=0.002, adv=3.741, sprd=0.025]
Ep 023/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:09,  1.41it/s, loss=0.721, pair=0.002, adv=3.741, sprd=0.025]
Ep 023/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:09,  1.41it/s, loss=0.677, pair=0.020, adv=3.321, sprd=0.021]
Ep 023/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:04,  1.50it/s, loss=0.677, pair=0.020, adv=3.321, sprd=0.021]
Ep 023/60 [S2:+mat]:  71%|██▏| 236/333 [02:44<01:04,  1.50it/s, loss=0.757, pair=0.091, adv=3.482, sprd=0.030]
Ep 023/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:07,  1.42it/s, loss=0.757, pair=0.091, adv=3.482, sprd=0.030]
Ep 023/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:07,  1.42it/s, loss=0.695, pair=0.020, adv=3.522, sprd=0.023]
Ep 023/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.695, pair=0.020, adv=3.522, sprd=0.023]
Ep 023/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:03,  1.50it/s, loss=0.735, pair=0.013, adv=3.613, sprd=0.028]
Ep 023/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:06,  1.42it/s, loss=0.735, pair=0.013, adv=3.613, sprd=0.028]
Ep 023/60 [S2:+mat]:  72%|██▏| 239/333 [02:46<01:06,  1.42it/s, loss=0.693, pair=0.014, adv=3.496, sprd=0.022]
Ep 023/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.693, pair=0.014, adv=3.496, sprd=0.022]
Ep 023/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.712, pair=0.031, adv=3.614, sprd=0.022]
Ep 023/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.43it/s, loss=0.712, pair=0.031, adv=3.614, sprd=0.022]
Ep 023/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:04,  1.43it/s, loss=0.702, pair=0.011, adv=3.660, sprd=0.026]
Ep 023/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.49it/s, loss=0.702, pair=0.011, adv=3.660, sprd=0.026]
Ep 023/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:01,  1.49it/s, loss=0.737, pair=0.018, adv=3.397, sprd=0.032]
Ep 023/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:04,  1.39it/s, loss=0.737, pair=0.018, adv=3.397, sprd=0.032]
Ep 023/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:04,  1.39it/s, loss=0.727, pair=0.010, adv=3.735, sprd=0.032]
Ep 023/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:01,  1.45it/s, loss=0.727, pair=0.010, adv=3.735, sprd=0.032]
Ep 023/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:01,  1.45it/s, loss=0.722, pair=0.023, adv=3.443, sprd=0.029]
Ep 023/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:04,  1.37it/s, loss=0.722, pair=0.023, adv=3.443, sprd=0.029]
Ep 023/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:04,  1.37it/s, loss=0.710, pair=0.002, adv=3.693, sprd=0.029]
Ep 023/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<01:00,  1.45it/s, loss=0.710, pair=0.002, adv=3.693, sprd=0.029]
Ep 023/60 [S2:+mat]:  74%|██▏| 246/333 [02:51<01:00,  1.45it/s, loss=0.694, pair=0.005, adv=3.517, sprd=0.023]
Ep 023/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:01,  1.40it/s, loss=0.694, pair=0.005, adv=3.517, sprd=0.023]
Ep 023/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:01,  1.40it/s, loss=0.685, pair=0.010, adv=3.418, sprd=0.023]
Ep 023/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:57,  1.47it/s, loss=0.685, pair=0.010, adv=3.418, sprd=0.023]
Ep 023/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:57,  1.47it/s, loss=0.696, pair=0.009, adv=3.516, sprd=0.021]
Ep 023/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.42it/s, loss=0.696, pair=0.009, adv=3.516, sprd=0.021]
Ep 023/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.42it/s, loss=0.684, pair=0.027, adv=3.544, sprd=0.019]
Ep 023/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:55,  1.49it/s, loss=0.684, pair=0.027, adv=3.544, sprd=0.019]
Ep 023/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.49it/s, loss=0.727, pair=0.033, adv=3.480, sprd=0.027]
Ep 023/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.44it/s, loss=0.727, pair=0.033, adv=3.480, sprd=0.027]
Ep 023/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:57,  1.44it/s, loss=0.664, pair=0.013, adv=3.138, sprd=0.021]
Ep 023/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:53,  1.52it/s, loss=0.664, pair=0.013, adv=3.138, sprd=0.021]
Ep 023/60 [S2:+mat]:  76%|██▎| 252/333 [02:55<00:53,  1.52it/s, loss=0.755, pair=0.007, adv=3.916, sprd=0.028]
Ep 023/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.44it/s, loss=0.755, pair=0.007, adv=3.916, sprd=0.028]
Ep 023/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.44it/s, loss=0.709, pair=0.043, adv=3.499, sprd=0.024]
Ep 023/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:52,  1.50it/s, loss=0.709, pair=0.043, adv=3.499, sprd=0.024]
Ep 023/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:52,  1.50it/s, loss=0.738, pair=0.060, adv=3.588, sprd=0.025]
Ep 023/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:54,  1.44it/s, loss=0.738, pair=0.060, adv=3.588, sprd=0.025]
Ep 023/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:54,  1.44it/s, loss=0.722, pair=0.030, adv=3.545, sprd=0.029]
Ep 023/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:51,  1.48it/s, loss=0.722, pair=0.030, adv=3.545, sprd=0.029]
Ep 023/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:51,  1.48it/s, loss=0.745, pair=0.029, adv=3.453, sprd=0.028]
Ep 023/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:52,  1.44it/s, loss=0.745, pair=0.029, adv=3.453, sprd=0.028]
Ep 023/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:52,  1.44it/s, loss=0.665, pair=0.007, adv=3.107, sprd=0.018]
Ep 023/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:49,  1.52it/s, loss=0.665, pair=0.007, adv=3.107, sprd=0.018]
Ep 023/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:49,  1.52it/s, loss=0.719, pair=0.044, adv=3.461, sprd=0.024]
Ep 023/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:50,  1.45it/s, loss=0.719, pair=0.044, adv=3.461, sprd=0.024]
Ep 023/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:50,  1.45it/s, loss=0.714, pair=0.024, adv=3.507, sprd=0.028]
Ep 023/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:48,  1.50it/s, loss=0.714, pair=0.024, adv=3.507, sprd=0.028]
Ep 023/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:48,  1.50it/s, loss=0.661, pair=0.040, adv=2.897, sprd=0.022]
Ep 023/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:52,  1.38it/s, loss=0.661, pair=0.040, adv=2.897, sprd=0.022]
Ep 023/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:52,  1.38it/s, loss=0.703, pair=0.012, adv=3.401, sprd=0.025]
Ep 023/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.45it/s, loss=0.703, pair=0.012, adv=3.401, sprd=0.025]
Ep 023/60 [S2:+mat]:  79%|██▎| 262/333 [03:02<00:48,  1.45it/s, loss=0.715, pair=0.058, adv=3.505, sprd=0.022]
Ep 023/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:50,  1.39it/s, loss=0.715, pair=0.058, adv=3.505, sprd=0.022]
Ep 023/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:50,  1.39it/s, loss=0.714, pair=0.101, adv=3.359, sprd=0.021]
Ep 023/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:46,  1.49it/s, loss=0.714, pair=0.101, adv=3.359, sprd=0.021]
Ep 023/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:46,  1.49it/s, loss=0.729, pair=0.033, adv=3.679, sprd=0.026]
Ep 023/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.42it/s, loss=0.729, pair=0.033, adv=3.679, sprd=0.026]
Ep 023/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.42it/s, loss=0.698, pair=0.020, adv=3.296, sprd=0.029]
Ep 023/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:44,  1.49it/s, loss=0.698, pair=0.020, adv=3.296, sprd=0.029]
Ep 023/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:44,  1.49it/s, loss=0.717, pair=0.009, adv=3.673, sprd=0.025]
Ep 023/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.42it/s, loss=0.717, pair=0.009, adv=3.673, sprd=0.025]
Ep 023/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:46,  1.42it/s, loss=0.730, pair=0.027, adv=3.574, sprd=0.033]
Ep 023/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:44,  1.48it/s, loss=0.730, pair=0.027, adv=3.574, sprd=0.033]
Ep 023/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:44,  1.48it/s, loss=0.712, pair=0.017, adv=3.600, sprd=0.023]
Ep 023/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:45,  1.40it/s, loss=0.712, pair=0.017, adv=3.600, sprd=0.023]
Ep 023/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:45,  1.40it/s, loss=0.711, pair=0.005, adv=3.379, sprd=0.027]
Ep 023/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.47it/s, loss=0.711, pair=0.005, adv=3.379, sprd=0.027]
Ep 023/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.47it/s, loss=0.702, pair=0.008, adv=3.372, sprd=0.023]
Ep 023/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:44,  1.39it/s, loss=0.702, pair=0.008, adv=3.372, sprd=0.023]
Ep 023/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:44,  1.39it/s, loss=0.750, pair=0.040, adv=3.934, sprd=0.034]
Ep 023/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.46it/s, loss=0.750, pair=0.040, adv=3.934, sprd=0.034]
Ep 023/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.46it/s, loss=0.734, pair=0.015, adv=3.643, sprd=0.028]
Ep 023/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:42,  1.41it/s, loss=0.734, pair=0.015, adv=3.643, sprd=0.028]
Ep 023/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:42,  1.41it/s, loss=0.699, pair=0.058, adv=3.374, sprd=0.020]
Ep 023/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.49it/s, loss=0.699, pair=0.058, adv=3.374, sprd=0.020]
Ep 023/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.49it/s, loss=0.742, pair=0.062, adv=3.612, sprd=0.024]
Ep 023/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.42it/s, loss=0.742, pair=0.062, adv=3.612, sprd=0.024]
Ep 023/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.42it/s, loss=0.697, pair=0.024, adv=3.434, sprd=0.026]
Ep 023/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.48it/s, loss=0.697, pair=0.024, adv=3.434, sprd=0.026]
Ep 023/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:38,  1.48it/s, loss=0.720, pair=0.023, adv=3.688, sprd=0.023]
Ep 023/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:39,  1.42it/s, loss=0.720, pair=0.023, adv=3.688, sprd=0.023]
Ep 023/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:39,  1.42it/s, loss=0.707, pair=0.026, adv=3.546, sprd=0.025]
Ep 023/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.48it/s, loss=0.707, pair=0.026, adv=3.546, sprd=0.025]
Ep 023/60 [S2:+mat]:  83%|██▌| 278/333 [03:13<00:37,  1.48it/s, loss=0.710, pair=0.020, adv=3.677, sprd=0.024]
Ep 023/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:38,  1.40it/s, loss=0.710, pair=0.020, adv=3.677, sprd=0.024]
Ep 023/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:38,  1.40it/s, loss=0.708, pair=0.017, adv=3.748, sprd=0.028]
Ep 023/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:36,  1.47it/s, loss=0.708, pair=0.017, adv=3.748, sprd=0.028]
Ep 023/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:36,  1.47it/s, loss=0.703, pair=0.026, adv=3.445, sprd=0.024]
Ep 023/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:37,  1.38it/s, loss=0.703, pair=0.026, adv=3.445, sprd=0.024]
Ep 023/60 [S2:+mat]:  84%|██▌| 281/333 [03:15<00:37,  1.38it/s, loss=0.689, pair=0.005, adv=3.476, sprd=0.024]
Ep 023/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.46it/s, loss=0.689, pair=0.005, adv=3.476, sprd=0.024]
Ep 023/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.46it/s, loss=0.740, pair=0.019, adv=3.430, sprd=0.034]
Ep 023/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:35,  1.41it/s, loss=0.740, pair=0.019, adv=3.430, sprd=0.034]
Ep 023/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:35,  1.41it/s, loss=0.686, pair=0.025, adv=3.464, sprd=0.022]
Ep 023/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.49it/s, loss=0.686, pair=0.025, adv=3.464, sprd=0.022]
Ep 023/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:32,  1.49it/s, loss=0.701, pair=0.012, adv=3.544, sprd=0.025]
Ep 023/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.41it/s, loss=0.701, pair=0.012, adv=3.544, sprd=0.025]
Ep 023/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.41it/s, loss=0.692, pair=0.043, adv=3.520, sprd=0.020]
Ep 023/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.50it/s, loss=0.692, pair=0.043, adv=3.520, sprd=0.020]
Ep 023/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.50it/s, loss=0.728, pair=0.048, adv=3.387, sprd=0.026]
Ep 023/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.42it/s, loss=0.728, pair=0.048, adv=3.387, sprd=0.026]
Ep 023/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:32,  1.42it/s, loss=0.708, pair=0.044, adv=3.543, sprd=0.025]
Ep 023/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.49it/s, loss=0.708, pair=0.044, adv=3.543, sprd=0.025]
Ep 023/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.49it/s, loss=0.710, pair=0.003, adv=3.849, sprd=0.026]
Ep 023/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:30,  1.43it/s, loss=0.710, pair=0.003, adv=3.849, sprd=0.026]
Ep 023/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.43it/s, loss=0.698, pair=0.014, adv=3.690, sprd=0.025]
Ep 023/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.49it/s, loss=0.698, pair=0.014, adv=3.690, sprd=0.025]
Ep 023/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:28,  1.49it/s, loss=0.765, pair=0.017, adv=3.673, sprd=0.019]
Ep 023/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.42it/s, loss=0.765, pair=0.017, adv=3.673, sprd=0.019]
Ep 023/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.42it/s, loss=0.707, pair=0.006, adv=3.850, sprd=0.024]
Ep 023/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.48it/s, loss=0.707, pair=0.006, adv=3.850, sprd=0.024]
Ep 023/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.48it/s, loss=0.709, pair=0.012, adv=3.771, sprd=0.023]
Ep 023/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.43it/s, loss=0.709, pair=0.012, adv=3.771, sprd=0.023]
Ep 023/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.43it/s, loss=0.683, pair=0.014, adv=3.485, sprd=0.021]
Ep 023/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:26,  1.50it/s, loss=0.683, pair=0.014, adv=3.485, sprd=0.021]
Ep 023/60 [S2:+mat]:  88%|██▋| 294/333 [03:24<00:26,  1.50it/s, loss=0.779, pair=0.016, adv=3.380, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.43it/s, loss=0.779, pair=0.016, adv=3.380, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.43it/s, loss=0.688, pair=0.013, adv=3.680, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.49it/s, loss=0.688, pair=0.013, adv=3.680, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.49it/s, loss=0.722, pair=0.020, adv=3.771, sprd=0.026]
Ep 023/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.43it/s, loss=0.722, pair=0.020, adv=3.771, sprd=0.026]
Ep 023/60 [S2:+mat]:  89%|██▋| 297/333 [03:26<00:25,  1.43it/s, loss=0.699, pair=0.010, adv=3.559, sprd=0.024]
Ep 023/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.50it/s, loss=0.699, pair=0.010, adv=3.559, sprd=0.024]
Ep 023/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.50it/s, loss=0.727, pair=0.024, adv=3.470, sprd=0.028]
Ep 023/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:23,  1.44it/s, loss=0.727, pair=0.024, adv=3.470, sprd=0.028]
Ep 023/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:23,  1.44it/s, loss=0.713, pair=0.007, adv=3.706, sprd=0.028]
Ep 023/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.48it/s, loss=0.713, pair=0.007, adv=3.706, sprd=0.028]
Ep 023/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.48it/s, loss=0.687, pair=0.008, adv=3.531, sprd=0.022]
Ep 023/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.42it/s, loss=0.687, pair=0.008, adv=3.531, sprd=0.022]
Ep 023/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.42it/s, loss=0.670, pair=0.003, adv=3.310, sprd=0.020]
Ep 023/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.48it/s, loss=0.670, pair=0.003, adv=3.310, sprd=0.020]
Ep 023/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:20,  1.48it/s, loss=0.727, pair=0.003, adv=3.546, sprd=0.029]
Ep 023/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.42it/s, loss=0.727, pair=0.003, adv=3.546, sprd=0.029]
Ep 023/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:21,  1.42it/s, loss=0.701, pair=0.023, adv=3.477, sprd=0.024]
Ep 023/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.48it/s, loss=0.701, pair=0.023, adv=3.477, sprd=0.024]
Ep 023/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.48it/s, loss=0.721, pair=0.014, adv=3.308, sprd=0.027]
Ep 023/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.42it/s, loss=0.721, pair=0.014, adv=3.308, sprd=0.027]
Ep 023/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.42it/s, loss=0.732, pair=0.017, adv=3.899, sprd=0.028]
Ep 023/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.46it/s, loss=0.732, pair=0.017, adv=3.899, sprd=0.028]
Ep 023/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.46it/s, loss=0.691, pair=0.014, adv=3.538, sprd=0.023]
Ep 023/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.691, pair=0.014, adv=3.538, sprd=0.023]
Ep 023/60 [S2:+mat]:  92%|██▊| 307/333 [03:33<00:18,  1.41it/s, loss=0.705, pair=0.028, adv=3.608, sprd=0.028]
Ep 023/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:17,  1.46it/s, loss=0.705, pair=0.028, adv=3.608, sprd=0.028]
Ep 023/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:17,  1.46it/s, loss=0.713, pair=0.004, adv=3.718, sprd=0.024]
Ep 023/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.43it/s, loss=0.713, pair=0.004, adv=3.718, sprd=0.024]
Ep 023/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.43it/s, loss=0.695, pair=0.011, adv=3.651, sprd=0.027]
Ep 023/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.695, pair=0.011, adv=3.651, sprd=0.027]
Ep 023/60 [S2:+mat]:  93%|██▊| 310/333 [03:35<00:15,  1.49it/s, loss=0.698, pair=0.027, adv=3.324, sprd=0.019]
Ep 023/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.43it/s, loss=0.698, pair=0.027, adv=3.324, sprd=0.019]
Ep 023/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.43it/s, loss=0.703, pair=0.028, adv=3.501, sprd=0.026]
Ep 023/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:14,  1.50it/s, loss=0.703, pair=0.028, adv=3.501, sprd=0.026]
Ep 023/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:14,  1.50it/s, loss=0.704, pair=0.036, adv=3.512, sprd=0.024]
Ep 023/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:14,  1.42it/s, loss=0.704, pair=0.036, adv=3.512, sprd=0.024]
Ep 023/60 [S2:+mat]:  94%|██▊| 313/333 [03:37<00:14,  1.42it/s, loss=0.709, pair=0.005, adv=3.754, sprd=0.027]
Ep 023/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.48it/s, loss=0.709, pair=0.005, adv=3.754, sprd=0.027]
Ep 023/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.48it/s, loss=0.784, pair=0.053, adv=3.423, sprd=0.022]
Ep 023/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.44it/s, loss=0.784, pair=0.053, adv=3.423, sprd=0.022]
Ep 023/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.44it/s, loss=0.716, pair=0.067, adv=3.519, sprd=0.025]
Ep 023/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.52it/s, loss=0.716, pair=0.067, adv=3.519, sprd=0.025]
Ep 023/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.52it/s, loss=0.728, pair=0.077, adv=3.601, sprd=0.024]
Ep 023/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:10,  1.45it/s, loss=0.728, pair=0.077, adv=3.601, sprd=0.024]
Ep 023/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:10,  1.45it/s, loss=0.683, pair=0.014, adv=3.609, sprd=0.020]
Ep 023/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:09,  1.53it/s, loss=0.683, pair=0.014, adv=3.609, sprd=0.020]
Ep 023/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:09,  1.53it/s, loss=0.715, pair=0.023, adv=3.522, sprd=0.023]
Ep 023/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.45it/s, loss=0.715, pair=0.023, adv=3.522, sprd=0.023]
Ep 023/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.45it/s, loss=0.705, pair=0.057, adv=3.693, sprd=0.022]
Ep 023/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.53it/s, loss=0.705, pair=0.057, adv=3.693, sprd=0.022]
Ep 023/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.53it/s, loss=0.750, pair=0.105, adv=3.865, sprd=0.028]
Ep 023/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.750, pair=0.105, adv=3.865, sprd=0.028]
Ep 023/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.45it/s, loss=0.693, pair=0.013, adv=3.753, sprd=0.025]
Ep 023/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.693, pair=0.013, adv=3.753, sprd=0.025]
Ep 023/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.50it/s, loss=0.751, pair=0.148, adv=3.616, sprd=0.022]
Ep 023/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.751, pair=0.148, adv=3.616, sprd=0.022]
Ep 023/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.702, pair=0.023, adv=3.513, sprd=0.028]
Ep 023/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.702, pair=0.023, adv=3.513, sprd=0.028]
Ep 023/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.721, pair=0.029, adv=3.477, sprd=0.026]
Ep 023/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.721, pair=0.029, adv=3.477, sprd=0.026]
Ep 023/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.45it/s, loss=0.697, pair=0.019, adv=3.709, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.697, pair=0.019, adv=3.709, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.722, pair=0.066, adv=3.411, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.722, pair=0.066, adv=3.411, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.709, pair=0.057, adv=3.549, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.709, pair=0.057, adv=3.549, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.728, pair=0.102, adv=3.357, sprd=0.022]
Ep 023/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.728, pair=0.102, adv=3.357, sprd=0.022]
Ep 023/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.735, pair=0.044, adv=3.531, sprd=0.031]
Ep 023/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.735, pair=0.044, adv=3.531, sprd=0.031]
Ep 023/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.715, pair=0.025, adv=3.818, sprd=0.026]
Ep 023/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.715, pair=0.025, adv=3.818, sprd=0.026]
Ep 023/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.915, pair=0.061, adv=3.744, sprd=0.025]
Ep 023/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.915, pair=0.061, adv=3.744, sprd=0.025]
Ep 023/60 [S2:+mat]: 100%|██▉| 332/333 [03:50<00:00,  1.51it/s, loss=0.711, pair=0.012, adv=3.610, sprd=0.026]
Ep 023/60 [S2:+mat]: 100%|███| 333/333 [03:50<00:00,  1.46it/s, loss=0.711, pair=0.012, adv=3.610, sprd=0.026]
                                                                                                              
Epoch 023/60 [S2:+mat]  loss=0.7201  mat=0.2342  sens=1.0438  pair=0.0361  adv=3.6379(rand=3.37)  deg=0.0206  orth=0.0062  spread=0.0253  q_mean=49.9  q_std=12.8  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.18e-05  230s

Ep 024/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 024/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.721, pair=0.031, adv=3.622, sprd=0.027]
Ep 024/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:59,  1.26s/it, loss=0.721, pair=0.031, adv=3.622, sprd=0.027]
Ep 024/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:59,  1.26s/it, loss=0.721, pair=0.022, adv=3.844, sprd=0.030]
Ep 024/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:55,  1.12it/s, loss=0.721, pair=0.022, adv=3.844, sprd=0.030]
Ep 024/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:55,  1.12it/s, loss=0.741, pair=0.103, adv=3.396, sprd=0.024]
Ep 024/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:32,  1.21it/s, loss=0.741, pair=0.103, adv=3.396, sprd=0.024]
Ep 024/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:32,  1.21it/s, loss=0.697, pair=0.050, adv=3.474, sprd=0.021]
Ep 024/60 [S2:+mat]:   1%|     | 4/333 [00:03<04:02,  1.36it/s, loss=0.697, pair=0.050, adv=3.474, sprd=0.021]
Ep 024/60 [S2:+mat]:   1%|     | 4/333 [00:04<04:02,  1.36it/s, loss=0.712, pair=0.006, adv=3.452, sprd=0.024]
Ep 024/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:04,  1.34it/s, loss=0.712, pair=0.006, adv=3.452, sprd=0.024]
Ep 024/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:04,  1.34it/s, loss=0.696, pair=0.047, adv=3.479, sprd=0.020]
Ep 024/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:45,  1.45it/s, loss=0.696, pair=0.047, adv=3.479, sprd=0.020]
Ep 024/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:45,  1.45it/s, loss=0.724, pair=0.034, adv=3.542, sprd=0.025]
Ep 024/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:53,  1.40it/s, loss=0.724, pair=0.034, adv=3.542, sprd=0.025]
Ep 024/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:53,  1.40it/s, loss=0.730, pair=0.092, adv=3.877, sprd=0.028]
Ep 024/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:40,  1.48it/s, loss=0.730, pair=0.092, adv=3.877, sprd=0.028]
Ep 024/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:40,  1.48it/s, loss=0.798, pair=0.078, adv=3.946, sprd=0.025]
Ep 024/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:47,  1.42it/s, loss=0.798, pair=0.078, adv=3.946, sprd=0.025]
Ep 024/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:47,  1.42it/s, loss=0.715, pair=0.021, adv=3.586, sprd=0.030]
Ep 024/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:39,  1.47it/s, loss=0.715, pair=0.021, adv=3.586, sprd=0.030]
Ep 024/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:39,  1.47it/s, loss=0.709, pair=0.026, adv=3.630, sprd=0.023]
Ep 024/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.709, pair=0.026, adv=3.630, sprd=0.023]
Ep 024/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.696, pair=0.037, adv=3.485, sprd=0.022]
Ep 024/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:32,  1.51it/s, loss=0.696, pair=0.037, adv=3.485, sprd=0.022]
Ep 024/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:32,  1.51it/s, loss=0.773, pair=0.015, adv=3.659, sprd=0.023]
Ep 024/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:38,  1.46it/s, loss=0.773, pair=0.015, adv=3.659, sprd=0.023]
Ep 024/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:38,  1.46it/s, loss=0.701, pair=0.036, adv=3.735, sprd=0.024]
Ep 024/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:30,  1.51it/s, loss=0.701, pair=0.036, adv=3.735, sprd=0.024]
Ep 024/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:30,  1.51it/s, loss=0.722, pair=0.020, adv=3.814, sprd=0.029]
Ep 024/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:52,  1.37it/s, loss=0.722, pair=0.020, adv=3.814, sprd=0.029]
Ep 024/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:52,  1.37it/s, loss=0.691, pair=0.043, adv=3.428, sprd=0.023]
Ep 024/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:39,  1.45it/s, loss=0.691, pair=0.043, adv=3.428, sprd=0.023]
Ep 024/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:39,  1.45it/s, loss=0.793, pair=0.012, adv=3.718, sprd=0.029]
Ep 024/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:47,  1.39it/s, loss=0.793, pair=0.012, adv=3.718, sprd=0.029]
Ep 024/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:47,  1.39it/s, loss=0.690, pair=0.006, adv=3.820, sprd=0.026]
Ep 024/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:36,  1.46it/s, loss=0.690, pair=0.006, adv=3.820, sprd=0.026]
Ep 024/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:36,  1.46it/s, loss=0.705, pair=0.013, adv=3.636, sprd=0.028]
Ep 024/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:45,  1.39it/s, loss=0.705, pair=0.013, adv=3.636, sprd=0.028]
Ep 024/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:45,  1.39it/s, loss=0.709, pair=0.024, adv=3.742, sprd=0.026]
Ep 024/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:35,  1.45it/s, loss=0.709, pair=0.024, adv=3.742, sprd=0.026]
Ep 024/60 [S2:+mat]:   6%|▏   | 20/333 [00:15<03:35,  1.45it/s, loss=0.699, pair=0.016, adv=3.500, sprd=0.019]
Ep 024/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:42,  1.41it/s, loss=0.699, pair=0.016, adv=3.500, sprd=0.019]
Ep 024/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:42,  1.41it/s, loss=1.199, pair=1.705, adv=3.746, sprd=0.024]
Ep 024/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:30,  1.48it/s, loss=1.199, pair=1.705, adv=3.746, sprd=0.024]
Ep 024/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:30,  1.48it/s, loss=0.796, pair=0.025, adv=3.771, sprd=0.027]
Ep 024/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:38,  1.42it/s, loss=0.796, pair=0.025, adv=3.771, sprd=0.027]
Ep 024/60 [S2:+mat]:   7%|▎   | 23/333 [00:17<03:38,  1.42it/s, loss=0.694, pair=0.074, adv=3.205, sprd=0.021]
Ep 024/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:27,  1.49it/s, loss=0.694, pair=0.074, adv=3.205, sprd=0.021]
Ep 024/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:27,  1.49it/s, loss=0.714, pair=0.039, adv=3.449, sprd=0.022]
Ep 024/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:37,  1.42it/s, loss=0.714, pair=0.039, adv=3.449, sprd=0.022]
Ep 024/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:37,  1.42it/s, loss=0.694, pair=0.042, adv=3.403, sprd=0.021]
Ep 024/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:24,  1.50it/s, loss=0.694, pair=0.042, adv=3.403, sprd=0.021]
Ep 024/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:24,  1.50it/s, loss=0.750, pair=0.013, adv=3.400, sprd=0.024]
Ep 024/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:29,  1.46it/s, loss=0.750, pair=0.013, adv=3.400, sprd=0.024]
Ep 024/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:29,  1.46it/s, loss=0.712, pair=0.023, adv=3.559, sprd=0.026]
Ep 024/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:24,  1.49it/s, loss=0.712, pair=0.023, adv=3.559, sprd=0.026]
Ep 024/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:24,  1.49it/s, loss=0.704, pair=0.010, adv=3.532, sprd=0.023]
Ep 024/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:36,  1.40it/s, loss=0.704, pair=0.010, adv=3.532, sprd=0.023]
Ep 024/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:36,  1.40it/s, loss=0.670, pair=0.023, adv=3.551, sprd=0.017]
Ep 024/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:23,  1.49it/s, loss=0.670, pair=0.023, adv=3.551, sprd=0.017]
Ep 024/60 [S2:+mat]:   9%|▎   | 30/333 [00:22<03:23,  1.49it/s, loss=0.696, pair=0.009, adv=3.287, sprd=0.022]
Ep 024/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:41,  1.37it/s, loss=0.696, pair=0.009, adv=3.287, sprd=0.022]
Ep 024/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:41,  1.37it/s, loss=0.723, pair=0.017, adv=3.502, sprd=0.032]
Ep 024/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:27,  1.45it/s, loss=0.723, pair=0.017, adv=3.502, sprd=0.032]
Ep 024/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:27,  1.45it/s, loss=0.733, pair=0.019, adv=3.800, sprd=0.031]
Ep 024/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:33,  1.40it/s, loss=0.733, pair=0.019, adv=3.800, sprd=0.031]
Ep 024/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:33,  1.40it/s, loss=0.694, pair=0.003, adv=3.595, sprd=0.024]
Ep 024/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:23,  1.47it/s, loss=0.694, pair=0.003, adv=3.595, sprd=0.024]
Ep 024/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:23,  1.47it/s, loss=0.720, pair=0.010, adv=3.375, sprd=0.025]
Ep 024/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:30,  1.41it/s, loss=0.720, pair=0.010, adv=3.375, sprd=0.025]
Ep 024/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:30,  1.41it/s, loss=0.722, pair=0.008, adv=3.827, sprd=0.031]
Ep 024/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:23,  1.46it/s, loss=0.722, pair=0.008, adv=3.827, sprd=0.031]
Ep 024/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:23,  1.46it/s, loss=0.932, pair=0.558, adv=3.867, sprd=0.037]
Ep 024/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:31,  1.40it/s, loss=0.932, pair=0.558, adv=3.867, sprd=0.037]
Ep 024/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:31,  1.40it/s, loss=0.713, pair=0.081, adv=3.621, sprd=0.024]
Ep 024/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:20,  1.47it/s, loss=0.713, pair=0.081, adv=3.621, sprd=0.024]
Ep 024/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:20,  1.47it/s, loss=0.708, pair=0.038, adv=3.475, sprd=0.023]
Ep 024/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:27,  1.42it/s, loss=0.708, pair=0.038, adv=3.475, sprd=0.023]
Ep 024/60 [S2:+mat]:  12%|▍   | 39/333 [00:28<03:27,  1.42it/s, loss=0.710, pair=0.036, adv=3.555, sprd=0.026]
Ep 024/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:18,  1.48it/s, loss=0.710, pair=0.036, adv=3.555, sprd=0.026]
Ep 024/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:18,  1.48it/s, loss=0.730, pair=0.023, adv=3.780, sprd=0.028]
Ep 024/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:26,  1.42it/s, loss=0.730, pair=0.023, adv=3.780, sprd=0.028]
Ep 024/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:26,  1.42it/s, loss=0.691, pair=0.025, adv=3.441, sprd=0.020]
Ep 024/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:14,  1.50it/s, loss=0.691, pair=0.025, adv=3.441, sprd=0.020]
Ep 024/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:14,  1.50it/s, loss=0.731, pair=0.024, adv=3.553, sprd=0.029]
Ep 024/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:26,  1.41it/s, loss=0.731, pair=0.024, adv=3.553, sprd=0.029]
Ep 024/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:26,  1.41it/s, loss=0.686, pair=0.007, adv=3.589, sprd=0.022]
Ep 024/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:14,  1.48it/s, loss=0.686, pair=0.007, adv=3.589, sprd=0.022]
Ep 024/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:14,  1.48it/s, loss=0.737, pair=0.022, adv=3.491, sprd=0.028]
Ep 024/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:25,  1.40it/s, loss=0.737, pair=0.022, adv=3.491, sprd=0.028]
Ep 024/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:25,  1.40it/s, loss=0.706, pair=0.073, adv=3.375, sprd=0.023]
Ep 024/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.706, pair=0.073, adv=3.375, sprd=0.023]
Ep 024/60 [S2:+mat]:  14%|▌   | 46/333 [00:33<03:13,  1.48it/s, loss=0.763, pair=0.107, adv=3.715, sprd=0.032]
Ep 024/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:23,  1.41it/s, loss=0.763, pair=0.107, adv=3.715, sprd=0.032]
Ep 024/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:23,  1.41it/s, loss=0.709, pair=0.023, adv=3.469, sprd=0.029]
Ep 024/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:12,  1.48it/s, loss=0.709, pair=0.023, adv=3.469, sprd=0.029]
Ep 024/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:12,  1.48it/s, loss=0.723, pair=0.003, adv=3.710, sprd=0.026]
Ep 024/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:20,  1.42it/s, loss=0.723, pair=0.003, adv=3.710, sprd=0.026]
Ep 024/60 [S2:+mat]:  15%|▌   | 49/333 [00:35<03:20,  1.42it/s, loss=0.713, pair=0.018, adv=3.746, sprd=0.028]
Ep 024/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:12,  1.47it/s, loss=0.713, pair=0.018, adv=3.746, sprd=0.028]
Ep 024/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:12,  1.47it/s, loss=0.720, pair=0.048, adv=3.536, sprd=0.022]
Ep 024/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:27,  1.36it/s, loss=0.720, pair=0.048, adv=3.536, sprd=0.022]
Ep 024/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:27,  1.36it/s, loss=0.739, pair=0.140, adv=3.361, sprd=0.023]
Ep 024/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:12,  1.46it/s, loss=0.739, pair=0.140, adv=3.361, sprd=0.023]
Ep 024/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:12,  1.46it/s, loss=0.717, pair=0.014, adv=3.317, sprd=0.028]
Ep 024/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:20,  1.39it/s, loss=0.717, pair=0.014, adv=3.317, sprd=0.028]
Ep 024/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:20,  1.39it/s, loss=0.685, pair=0.007, adv=3.347, sprd=0.022]
Ep 024/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:10,  1.46it/s, loss=0.685, pair=0.007, adv=3.347, sprd=0.022]
Ep 024/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:10,  1.46it/s, loss=0.710, pair=0.014, adv=3.598, sprd=0.026]
Ep 024/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:15,  1.42it/s, loss=0.710, pair=0.014, adv=3.598, sprd=0.026]
Ep 024/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:15,  1.42it/s, loss=0.701, pair=0.001, adv=3.685, sprd=0.030]
Ep 024/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:08,  1.47it/s, loss=0.701, pair=0.001, adv=3.685, sprd=0.030]
Ep 024/60 [S2:+mat]:  17%|▋   | 56/333 [00:40<03:08,  1.47it/s, loss=1.056, pair=1.195, adv=3.403, sprd=0.021]
Ep 024/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:21,  1.37it/s, loss=1.056, pair=1.195, adv=3.403, sprd=0.021]
Ep 024/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:21,  1.37it/s, loss=0.694, pair=0.002, adv=3.569, sprd=0.026]
Ep 024/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:09,  1.45it/s, loss=0.694, pair=0.002, adv=3.569, sprd=0.026]
Ep 024/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:09,  1.45it/s, loss=0.706, pair=0.011, adv=3.666, sprd=0.025]
Ep 024/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:15,  1.40it/s, loss=0.706, pair=0.011, adv=3.666, sprd=0.025]
Ep 024/60 [S2:+mat]:  18%|▋   | 59/333 [00:42<03:15,  1.40it/s, loss=0.682, pair=0.004, adv=3.601, sprd=0.025]
Ep 024/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:04,  1.48it/s, loss=0.682, pair=0.004, adv=3.601, sprd=0.025]
Ep 024/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:04,  1.48it/s, loss=0.712, pair=0.013, adv=3.702, sprd=0.025]
Ep 024/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:12,  1.41it/s, loss=0.712, pair=0.013, adv=3.702, sprd=0.025]
Ep 024/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:12,  1.41it/s, loss=0.693, pair=0.051, adv=3.225, sprd=0.022]
Ep 024/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:02,  1.48it/s, loss=0.693, pair=0.051, adv=3.225, sprd=0.022]
Ep 024/60 [S2:+mat]:  19%|▋   | 62/333 [00:44<03:02,  1.48it/s, loss=0.710, pair=0.052, adv=3.710, sprd=0.022]
Ep 024/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:08,  1.43it/s, loss=0.710, pair=0.052, adv=3.710, sprd=0.022]
Ep 024/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:08,  1.43it/s, loss=0.727, pair=0.006, adv=3.669, sprd=0.033]
Ep 024/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:02,  1.47it/s, loss=0.727, pair=0.006, adv=3.669, sprd=0.033]
Ep 024/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:02,  1.47it/s, loss=0.725, pair=0.037, adv=3.970, sprd=0.025]
Ep 024/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.725, pair=0.037, adv=3.970, sprd=0.025]
Ep 024/60 [S2:+mat]:  20%|▊   | 65/333 [00:46<03:07,  1.43it/s, loss=0.695, pair=0.020, adv=3.760, sprd=0.025]
Ep 024/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:59,  1.49it/s, loss=0.695, pair=0.020, adv=3.760, sprd=0.025]
Ep 024/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:59,  1.49it/s, loss=0.739, pair=0.009, adv=3.826, sprd=0.032]
Ep 024/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:08,  1.41it/s, loss=0.739, pair=0.009, adv=3.826, sprd=0.032]
Ep 024/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:08,  1.41it/s, loss=0.710, pair=0.034, adv=3.581, sprd=0.026]
Ep 024/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:58,  1.48it/s, loss=0.710, pair=0.034, adv=3.581, sprd=0.026]
Ep 024/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<02:58,  1.48it/s, loss=0.688, pair=0.019, adv=3.313, sprd=0.021]
Ep 024/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:08,  1.40it/s, loss=0.688, pair=0.019, adv=3.313, sprd=0.021]
Ep 024/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:08,  1.40it/s, loss=0.692, pair=0.001, adv=3.726, sprd=0.027]
Ep 024/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:59,  1.46it/s, loss=0.692, pair=0.001, adv=3.726, sprd=0.027]
Ep 024/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:59,  1.46it/s, loss=0.714, pair=0.007, adv=3.527, sprd=0.024]
Ep 024/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:08,  1.39it/s, loss=0.714, pair=0.007, adv=3.527, sprd=0.024]
Ep 024/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:08,  1.39it/s, loss=0.710, pair=0.007, adv=3.905, sprd=0.031]
Ep 024/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:59,  1.45it/s, loss=0.710, pair=0.007, adv=3.905, sprd=0.031]
Ep 024/60 [S2:+mat]:  22%|▊   | 72/333 [00:51<02:59,  1.45it/s, loss=0.701, pair=0.027, adv=3.396, sprd=0.022]
Ep 024/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:02,  1.42it/s, loss=0.701, pair=0.027, adv=3.396, sprd=0.022]
Ep 024/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:02,  1.42it/s, loss=0.703, pair=0.014, adv=3.560, sprd=0.025]
Ep 024/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:56,  1.47it/s, loss=0.703, pair=0.014, adv=3.560, sprd=0.025]
Ep 024/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:56,  1.47it/s, loss=0.717, pair=0.004, adv=3.688, sprd=0.024]
Ep 024/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:03,  1.41it/s, loss=0.717, pair=0.004, adv=3.688, sprd=0.024]
Ep 024/60 [S2:+mat]:  23%|▉   | 75/333 [00:53<03:03,  1.41it/s, loss=0.700, pair=0.010, adv=3.607, sprd=0.026]
Ep 024/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:54,  1.47it/s, loss=0.700, pair=0.010, adv=3.607, sprd=0.026]
Ep 024/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:54,  1.47it/s, loss=0.712, pair=0.005, adv=3.535, sprd=0.022]
Ep 024/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<03:00,  1.42it/s, loss=0.712, pair=0.005, adv=3.535, sprd=0.022]
Ep 024/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:00,  1.42it/s, loss=0.684, pair=0.008, adv=3.790, sprd=0.023]
Ep 024/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:52,  1.48it/s, loss=0.684, pair=0.008, adv=3.790, sprd=0.023]
Ep 024/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:52,  1.48it/s, loss=0.692, pair=0.015, adv=3.382, sprd=0.023]
Ep 024/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:59,  1.42it/s, loss=0.692, pair=0.015, adv=3.382, sprd=0.023]
Ep 024/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:59,  1.42it/s, loss=0.847, pair=0.550, adv=3.506, sprd=0.023]
Ep 024/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:52,  1.47it/s, loss=0.847, pair=0.550, adv=3.506, sprd=0.023]
Ep 024/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:52,  1.47it/s, loss=0.684, pair=0.007, adv=3.315, sprd=0.020]
Ep 024/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:54,  1.45it/s, loss=0.684, pair=0.007, adv=3.315, sprd=0.020]
Ep 024/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<02:54,  1.45it/s, loss=0.728, pair=0.027, adv=4.021, sprd=0.031]
Ep 024/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:48,  1.49it/s, loss=0.728, pair=0.027, adv=4.021, sprd=0.031]
Ep 024/60 [S2:+mat]:  25%|▉   | 82/333 [00:58<02:48,  1.49it/s, loss=0.711, pair=0.044, adv=3.479, sprd=0.022]
Ep 024/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:56,  1.42it/s, loss=0.711, pair=0.044, adv=3.479, sprd=0.022]
Ep 024/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:56,  1.42it/s, loss=0.677, pair=0.008, adv=3.308, sprd=0.022]
Ep 024/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:46,  1.50it/s, loss=0.677, pair=0.008, adv=3.308, sprd=0.022]
Ep 024/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:46,  1.50it/s, loss=0.719, pair=0.020, adv=3.824, sprd=0.025]
Ep 024/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:54,  1.42it/s, loss=0.719, pair=0.020, adv=3.824, sprd=0.025]
Ep 024/60 [S2:+mat]:  26%|█   | 85/333 [01:00<02:54,  1.42it/s, loss=0.715, pair=0.022, adv=3.609, sprd=0.029]
Ep 024/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:48,  1.47it/s, loss=0.715, pair=0.022, adv=3.609, sprd=0.029]
Ep 024/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:48,  1.47it/s, loss=0.783, pair=0.017, adv=3.587, sprd=0.024]
Ep 024/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:54,  1.41it/s, loss=0.783, pair=0.017, adv=3.587, sprd=0.024]
Ep 024/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:54,  1.41it/s, loss=0.700, pair=0.007, adv=3.749, sprd=0.026]
Ep 024/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:47,  1.47it/s, loss=0.700, pair=0.007, adv=3.749, sprd=0.026]
Ep 024/60 [S2:+mat]:  26%|█   | 88/333 [01:02<02:47,  1.47it/s, loss=0.686, pair=0.004, adv=3.421, sprd=0.021]
Ep 024/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:48,  1.45it/s, loss=0.686, pair=0.004, adv=3.421, sprd=0.021]
Ep 024/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:48,  1.45it/s, loss=0.697, pair=0.010, adv=3.922, sprd=0.025]
Ep 024/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:41,  1.50it/s, loss=0.697, pair=0.010, adv=3.922, sprd=0.025]
Ep 024/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:41,  1.50it/s, loss=0.718, pair=0.007, adv=3.501, sprd=0.026]
Ep 024/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:46,  1.45it/s, loss=0.718, pair=0.007, adv=3.501, sprd=0.026]
Ep 024/60 [S2:+mat]:  27%|█   | 91/333 [01:04<02:46,  1.45it/s, loss=0.697, pair=0.014, adv=3.899, sprd=0.026]
Ep 024/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:39,  1.51it/s, loss=0.697, pair=0.014, adv=3.899, sprd=0.026]
Ep 024/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:39,  1.51it/s, loss=0.726, pair=0.024, adv=3.941, sprd=0.030]
Ep 024/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:46,  1.44it/s, loss=0.726, pair=0.024, adv=3.941, sprd=0.030]
Ep 024/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:46,  1.44it/s, loss=0.712, pair=0.006, adv=3.910, sprd=0.029]
Ep 024/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:41,  1.48it/s, loss=0.712, pair=0.006, adv=3.910, sprd=0.029]
Ep 024/60 [S2:+mat]:  28%|█▏  | 94/333 [01:06<02:41,  1.48it/s, loss=0.744, pair=0.011, adv=4.072, sprd=0.031]
Ep 024/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:48,  1.41it/s, loss=0.744, pair=0.011, adv=4.072, sprd=0.031]
Ep 024/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:48,  1.41it/s, loss=0.680, pair=0.056, adv=3.258, sprd=0.019]
Ep 024/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:37,  1.50it/s, loss=0.680, pair=0.056, adv=3.258, sprd=0.019]
Ep 024/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:37,  1.50it/s, loss=0.722, pair=0.044, adv=3.584, sprd=0.025]
Ep 024/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:40,  1.47it/s, loss=0.722, pair=0.044, adv=3.584, sprd=0.025]
Ep 024/60 [S2:+mat]:  29%|█▏  | 97/333 [01:08<02:40,  1.47it/s, loss=0.687, pair=0.008, adv=3.440, sprd=0.020]
Ep 024/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:33,  1.53it/s, loss=0.687, pair=0.008, adv=3.440, sprd=0.020]
Ep 024/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:33,  1.53it/s, loss=0.727, pair=0.030, adv=3.450, sprd=0.024]
Ep 024/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:39,  1.47it/s, loss=0.727, pair=0.030, adv=3.450, sprd=0.024]
Ep 024/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:39,  1.47it/s, loss=0.692, pair=0.037, adv=3.544, sprd=0.023]
Ep 024/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:30,  1.54it/s, loss=0.692, pair=0.037, adv=3.544, sprd=0.023]
Ep 024/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:30,  1.54it/s, loss=0.704, pair=0.014, adv=3.466, sprd=0.020]
Ep 024/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:39,  1.46it/s, loss=0.704, pair=0.014, adv=3.466, sprd=0.020]
Ep 024/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:39,  1.46it/s, loss=0.693, pair=0.005, adv=3.868, sprd=0.023]
Ep 024/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:32,  1.51it/s, loss=0.693, pair=0.005, adv=3.868, sprd=0.023]
Ep 024/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:32,  1.51it/s, loss=0.727, pair=0.015, adv=3.921, sprd=0.026]
Ep 024/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:39,  1.44it/s, loss=0.727, pair=0.015, adv=3.921, sprd=0.026]
Ep 024/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:39,  1.44it/s, loss=0.691, pair=0.012, adv=4.121, sprd=0.023]
Ep 024/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.49it/s, loss=0.691, pair=0.012, adv=4.121, sprd=0.023]
Ep 024/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.49it/s, loss=0.718, pair=0.029, adv=3.853, sprd=0.024]
Ep 024/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:38,  1.44it/s, loss=0.718, pair=0.029, adv=3.853, sprd=0.024]
Ep 024/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:38,  1.44it/s, loss=0.875, pair=0.037, adv=3.939, sprd=0.024]
Ep 024/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:30,  1.50it/s, loss=0.875, pair=0.037, adv=3.939, sprd=0.024]
Ep 024/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:30,  1.50it/s, loss=0.735, pair=0.002, adv=3.885, sprd=0.030]
Ep 024/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:38,  1.43it/s, loss=0.735, pair=0.002, adv=3.885, sprd=0.030]
Ep 024/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:38,  1.43it/s, loss=0.702, pair=0.094, adv=3.517, sprd=0.020]
Ep 024/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:28,  1.52it/s, loss=0.702, pair=0.094, adv=3.517, sprd=0.020]
Ep 024/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:28,  1.52it/s, loss=0.718, pair=0.037, adv=3.846, sprd=0.030]
Ep 024/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:42,  1.38it/s, loss=0.718, pair=0.037, adv=3.846, sprd=0.030]
Ep 024/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:42,  1.38it/s, loss=0.691, pair=0.020, adv=3.672, sprd=0.023]
Ep 024/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:32,  1.46it/s, loss=0.691, pair=0.020, adv=3.672, sprd=0.023]
Ep 024/60 [S2:+mat]:  33%|▉  | 110/333 [01:17<02:32,  1.46it/s, loss=0.689, pair=0.044, adv=3.454, sprd=0.018]
Ep 024/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.42it/s, loss=0.689, pair=0.044, adv=3.454, sprd=0.018]
Ep 024/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.42it/s, loss=0.697, pair=0.014, adv=3.752, sprd=0.025]
Ep 024/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.697, pair=0.014, adv=3.752, sprd=0.025]
Ep 024/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:28,  1.49it/s, loss=0.709, pair=0.008, adv=3.839, sprd=0.028]
Ep 024/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:35,  1.42it/s, loss=0.709, pair=0.008, adv=3.839, sprd=0.028]
Ep 024/60 [S2:+mat]:  34%|█  | 113/333 [01:19<02:35,  1.42it/s, loss=0.698, pair=0.003, adv=4.047, sprd=0.025]
Ep 024/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:27,  1.48it/s, loss=0.698, pair=0.003, adv=4.047, sprd=0.025]
Ep 024/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:27,  1.48it/s, loss=0.709, pair=0.008, adv=3.877, sprd=0.024]
Ep 024/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:33,  1.42it/s, loss=0.709, pair=0.008, adv=3.877, sprd=0.024]
Ep 024/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:33,  1.42it/s, loss=0.692, pair=0.013, adv=3.828, sprd=0.025]
Ep 024/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:25,  1.49it/s, loss=0.692, pair=0.013, adv=3.828, sprd=0.025]
Ep 024/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:25,  1.49it/s, loss=0.699, pair=0.059, adv=3.750, sprd=0.019]
Ep 024/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:35,  1.39it/s, loss=0.699, pair=0.059, adv=3.750, sprd=0.019]
Ep 024/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:35,  1.39it/s, loss=0.697, pair=0.017, adv=3.767, sprd=0.025]
Ep 024/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:25,  1.48it/s, loss=0.697, pair=0.017, adv=3.767, sprd=0.025]
Ep 024/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:25,  1.48it/s, loss=0.729, pair=0.010, adv=4.113, sprd=0.029]
Ep 024/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:29,  1.43it/s, loss=0.729, pair=0.010, adv=4.113, sprd=0.029]
Ep 024/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:29,  1.43it/s, loss=0.708, pair=0.023, adv=3.818, sprd=0.025]
Ep 024/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:23,  1.49it/s, loss=0.708, pair=0.023, adv=3.818, sprd=0.025]
Ep 024/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:23,  1.49it/s, loss=0.720, pair=0.029, adv=3.539, sprd=0.023]
Ep 024/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:25,  1.46it/s, loss=0.720, pair=0.029, adv=3.539, sprd=0.023]
Ep 024/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:25,  1.46it/s, loss=0.703, pair=0.016, adv=3.809, sprd=0.028]
Ep 024/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:18,  1.52it/s, loss=0.703, pair=0.016, adv=3.809, sprd=0.028]
Ep 024/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:18,  1.52it/s, loss=0.729, pair=0.030, adv=3.822, sprd=0.027]
Ep 024/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:27,  1.42it/s, loss=0.729, pair=0.030, adv=3.822, sprd=0.027]
Ep 024/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:27,  1.42it/s, loss=1.018, pair=1.073, adv=3.925, sprd=0.027]
Ep 024/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:20,  1.49it/s, loss=1.018, pair=1.073, adv=3.925, sprd=0.027]
Ep 024/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:20,  1.49it/s, loss=0.734, pair=0.034, adv=4.074, sprd=0.031]
Ep 024/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:25,  1.43it/s, loss=0.734, pair=0.034, adv=4.074, sprd=0.031]
Ep 024/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:25,  1.43it/s, loss=0.713, pair=0.036, adv=3.564, sprd=0.026]
Ep 024/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:19,  1.49it/s, loss=0.713, pair=0.036, adv=3.564, sprd=0.026]
Ep 024/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:19,  1.49it/s, loss=0.723, pair=0.018, adv=3.837, sprd=0.028]
Ep 024/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:28,  1.39it/s, loss=0.723, pair=0.018, adv=3.837, sprd=0.028]
Ep 024/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:28,  1.39it/s, loss=0.698, pair=0.009, adv=3.894, sprd=0.024]
Ep 024/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:19,  1.47it/s, loss=0.698, pair=0.009, adv=3.894, sprd=0.024]
Ep 024/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:19,  1.47it/s, loss=0.701, pair=0.008, adv=3.573, sprd=0.027]
Ep 024/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:24,  1.42it/s, loss=0.701, pair=0.008, adv=3.573, sprd=0.027]
Ep 024/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:24,  1.42it/s, loss=0.692, pair=0.045, adv=3.500, sprd=0.018]
Ep 024/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:13,  1.52it/s, loss=0.692, pair=0.045, adv=3.500, sprd=0.018]
Ep 024/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:13,  1.52it/s, loss=0.721, pair=0.014, adv=3.659, sprd=0.029]
Ep 024/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:26,  1.38it/s, loss=0.721, pair=0.014, adv=3.659, sprd=0.029]
Ep 024/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:26,  1.38it/s, loss=0.701, pair=0.012, adv=3.802, sprd=0.026]
Ep 024/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:18,  1.45it/s, loss=0.701, pair=0.012, adv=3.802, sprd=0.026]
Ep 024/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:18,  1.45it/s, loss=0.717, pair=0.045, adv=3.749, sprd=0.021]
Ep 024/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:23,  1.39it/s, loss=0.717, pair=0.045, adv=3.749, sprd=0.021]
Ep 024/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:23,  1.39it/s, loss=0.692, pair=0.028, adv=3.659, sprd=0.024]
Ep 024/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:16,  1.46it/s, loss=0.692, pair=0.028, adv=3.659, sprd=0.024]
Ep 024/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:16,  1.46it/s, loss=0.732, pair=0.031, adv=3.940, sprd=0.027]
Ep 024/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:19,  1.41it/s, loss=0.732, pair=0.031, adv=3.940, sprd=0.027]
Ep 024/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:19,  1.41it/s, loss=0.691, pair=0.016, adv=3.541, sprd=0.024]
Ep 024/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.48it/s, loss=0.691, pair=0.016, adv=3.541, sprd=0.024]
Ep 024/60 [S2:+mat]:  41%|█▏ | 136/333 [01:35<02:12,  1.48it/s, loss=0.763, pair=0.006, adv=3.390, sprd=0.021]
Ep 024/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:15,  1.45it/s, loss=0.763, pair=0.006, adv=3.390, sprd=0.021]
Ep 024/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:15,  1.45it/s, loss=0.713, pair=0.011, adv=3.956, sprd=0.031]
Ep 024/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:11,  1.49it/s, loss=0.713, pair=0.011, adv=3.956, sprd=0.031]
Ep 024/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:11,  1.49it/s, loss=0.685, pair=0.034, adv=3.330, sprd=0.019]
Ep 024/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:15,  1.43it/s, loss=0.685, pair=0.034, adv=3.330, sprd=0.019]
Ep 024/60 [S2:+mat]:  42%|█▎ | 139/333 [01:37<02:15,  1.43it/s, loss=0.696, pair=0.023, adv=3.587, sprd=0.024]
Ep 024/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:07,  1.51it/s, loss=0.696, pair=0.023, adv=3.587, sprd=0.024]
Ep 024/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:07,  1.51it/s, loss=0.727, pair=0.028, adv=4.040, sprd=0.028]
Ep 024/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:14,  1.42it/s, loss=0.727, pair=0.028, adv=4.040, sprd=0.028]
Ep 024/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:14,  1.42it/s, loss=0.702, pair=0.043, adv=3.486, sprd=0.026]
Ep 024/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:08,  1.49it/s, loss=0.702, pair=0.043, adv=3.486, sprd=0.026]
Ep 024/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:08,  1.49it/s, loss=0.706, pair=0.007, adv=3.724, sprd=0.023]
Ep 024/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:10,  1.45it/s, loss=0.706, pair=0.007, adv=3.724, sprd=0.023]
Ep 024/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:10,  1.45it/s, loss=0.717, pair=0.006, adv=3.652, sprd=0.027]
Ep 024/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:05,  1.51it/s, loss=0.717, pair=0.006, adv=3.652, sprd=0.027]
Ep 024/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:05,  1.51it/s, loss=0.715, pair=0.016, adv=3.704, sprd=0.027]
Ep 024/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:17,  1.37it/s, loss=0.715, pair=0.016, adv=3.704, sprd=0.027]
Ep 024/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:17,  1.37it/s, loss=0.699, pair=0.019, adv=3.386, sprd=0.026]
Ep 024/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:08,  1.45it/s, loss=0.699, pair=0.019, adv=3.386, sprd=0.026]
Ep 024/60 [S2:+mat]:  44%|█▎ | 146/333 [01:42<02:08,  1.45it/s, loss=0.762, pair=0.016, adv=3.887, sprd=0.034]
Ep 024/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:15,  1.37it/s, loss=0.762, pair=0.016, adv=3.887, sprd=0.034]
Ep 024/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:15,  1.37it/s, loss=0.701, pair=0.035, adv=3.705, sprd=0.023]
Ep 024/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:07,  1.45it/s, loss=0.701, pair=0.035, adv=3.705, sprd=0.023]
Ep 024/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:07,  1.45it/s, loss=0.728, pair=0.033, adv=3.700, sprd=0.028]
Ep 024/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:11,  1.40it/s, loss=0.728, pair=0.033, adv=3.700, sprd=0.028]
Ep 024/60 [S2:+mat]:  45%|█▎ | 149/333 [01:44<02:11,  1.40it/s, loss=0.708, pair=0.028, adv=3.690, sprd=0.027]
Ep 024/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:05,  1.46it/s, loss=0.708, pair=0.028, adv=3.690, sprd=0.027]
Ep 024/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:05,  1.46it/s, loss=0.730, pair=0.011, adv=3.669, sprd=0.027]
Ep 024/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:11,  1.38it/s, loss=0.730, pair=0.011, adv=3.669, sprd=0.027]
Ep 024/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:11,  1.38it/s, loss=0.696, pair=0.060, adv=3.657, sprd=0.023]
Ep 024/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:02,  1.47it/s, loss=0.696, pair=0.060, adv=3.657, sprd=0.023]
Ep 024/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:02,  1.47it/s, loss=0.761, pair=0.057, adv=3.855, sprd=0.032]
Ep 024/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:07,  1.41it/s, loss=0.761, pair=0.057, adv=3.855, sprd=0.032]
Ep 024/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:07,  1.41it/s, loss=0.717, pair=0.068, adv=3.613, sprd=0.025]
Ep 024/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:01,  1.47it/s, loss=0.717, pair=0.068, adv=3.613, sprd=0.025]
Ep 024/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:01,  1.47it/s, loss=0.739, pair=0.021, adv=3.764, sprd=0.027]
Ep 024/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:06,  1.41it/s, loss=0.739, pair=0.021, adv=3.764, sprd=0.027]
Ep 024/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:06,  1.41it/s, loss=0.680, pair=0.008, adv=3.688, sprd=0.023]
Ep 024/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:58,  1.49it/s, loss=0.680, pair=0.008, adv=3.688, sprd=0.023]
Ep 024/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:58,  1.49it/s, loss=0.694, pair=0.009, adv=3.441, sprd=0.019]
Ep 024/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:00,  1.45it/s, loss=0.694, pair=0.009, adv=3.441, sprd=0.019]
Ep 024/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:00,  1.45it/s, loss=0.717, pair=0.013, adv=3.741, sprd=0.030]
Ep 024/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:57,  1.49it/s, loss=0.717, pair=0.013, adv=3.741, sprd=0.030]
Ep 024/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<01:57,  1.49it/s, loss=0.701, pair=0.008, adv=3.532, sprd=0.024]
Ep 024/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:02,  1.42it/s, loss=0.701, pair=0.008, adv=3.532, sprd=0.024]
Ep 024/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:02,  1.42it/s, loss=0.699, pair=0.010, adv=3.636, sprd=0.025]
Ep 024/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:57,  1.48it/s, loss=0.699, pair=0.010, adv=3.636, sprd=0.025]
Ep 024/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:57,  1.48it/s, loss=0.708, pair=0.017, adv=3.506, sprd=0.022]
Ep 024/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.43it/s, loss=0.708, pair=0.017, adv=3.506, sprd=0.022]
Ep 024/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:00,  1.43it/s, loss=0.691, pair=0.032, adv=3.584, sprd=0.024]
Ep 024/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:53,  1.50it/s, loss=0.691, pair=0.032, adv=3.584, sprd=0.024]
Ep 024/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<01:53,  1.50it/s, loss=0.697, pair=0.029, adv=3.428, sprd=0.019]
Ep 024/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:58,  1.44it/s, loss=0.697, pair=0.029, adv=3.428, sprd=0.019]
Ep 024/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:58,  1.44it/s, loss=0.708, pair=0.042, adv=3.699, sprd=0.023]
Ep 024/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:53,  1.49it/s, loss=0.708, pair=0.042, adv=3.699, sprd=0.023]
Ep 024/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:53,  1.49it/s, loss=0.800, pair=0.021, adv=3.845, sprd=0.028]
Ep 024/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:58,  1.41it/s, loss=0.800, pair=0.021, adv=3.845, sprd=0.028]
Ep 024/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<01:58,  1.41it/s, loss=0.714, pair=0.019, adv=3.538, sprd=0.030]
Ep 024/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:54,  1.46it/s, loss=0.714, pair=0.019, adv=3.538, sprd=0.030]
Ep 024/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:54,  1.46it/s, loss=0.718, pair=0.004, adv=3.532, sprd=0.025]
Ep 024/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:57,  1.41it/s, loss=0.718, pair=0.004, adv=3.532, sprd=0.025]
Ep 024/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:57,  1.41it/s, loss=0.687, pair=0.009, adv=3.430, sprd=0.022]
Ep 024/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:50,  1.50it/s, loss=0.687, pair=0.009, adv=3.430, sprd=0.022]
Ep 024/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:50,  1.50it/s, loss=0.719, pair=0.013, adv=3.556, sprd=0.027]
Ep 024/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.44it/s, loss=0.719, pair=0.013, adv=3.556, sprd=0.027]
Ep 024/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.44it/s, loss=0.717, pair=0.019, adv=3.579, sprd=0.027]
Ep 024/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:50,  1.48it/s, loss=0.717, pair=0.019, adv=3.579, sprd=0.027]
Ep 024/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:50,  1.48it/s, loss=0.735, pair=0.057, adv=3.801, sprd=0.026]
Ep 024/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:53,  1.43it/s, loss=0.735, pair=0.057, adv=3.801, sprd=0.026]
Ep 024/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:53,  1.43it/s, loss=0.693, pair=0.030, adv=3.562, sprd=0.022]
Ep 024/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:46,  1.51it/s, loss=0.693, pair=0.030, adv=3.562, sprd=0.022]
Ep 024/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:46,  1.51it/s, loss=0.723, pair=0.001, adv=3.481, sprd=0.025]
Ep 024/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:51,  1.43it/s, loss=0.723, pair=0.001, adv=3.481, sprd=0.025]
Ep 024/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:51,  1.43it/s, loss=0.730, pair=0.045, adv=3.605, sprd=0.026]
Ep 024/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:48,  1.47it/s, loss=0.730, pair=0.045, adv=3.605, sprd=0.026]
Ep 024/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:48,  1.47it/s, loss=0.726, pair=0.039, adv=3.489, sprd=0.023]
Ep 024/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:52,  1.40it/s, loss=0.726, pair=0.039, adv=3.489, sprd=0.023]
Ep 024/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:52,  1.40it/s, loss=0.693, pair=0.015, adv=3.528, sprd=0.025]
Ep 024/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:47,  1.46it/s, loss=0.693, pair=0.015, adv=3.528, sprd=0.025]
Ep 024/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:47,  1.46it/s, loss=0.804, pair=0.010, adv=3.563, sprd=0.030]
Ep 024/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:50,  1.41it/s, loss=0.804, pair=0.010, adv=3.563, sprd=0.030]
Ep 024/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:50,  1.41it/s, loss=0.684, pair=0.017, adv=3.399, sprd=0.022]
Ep 024/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:45,  1.48it/s, loss=0.684, pair=0.017, adv=3.399, sprd=0.022]
Ep 024/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:45,  1.48it/s, loss=0.695, pair=0.037, adv=3.211, sprd=0.018]
Ep 024/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:48,  1.41it/s, loss=0.695, pair=0.037, adv=3.211, sprd=0.018]
Ep 024/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:48,  1.41it/s, loss=0.705, pair=0.009, adv=3.474, sprd=0.026]
Ep 024/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:44,  1.47it/s, loss=0.705, pair=0.009, adv=3.474, sprd=0.026]
Ep 024/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:44,  1.47it/s, loss=0.711, pair=0.004, adv=3.300, sprd=0.025]
Ep 024/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:47,  1.42it/s, loss=0.711, pair=0.004, adv=3.300, sprd=0.025]
Ep 024/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:47,  1.42it/s, loss=0.694, pair=0.002, adv=3.388, sprd=0.024]
Ep 024/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:41,  1.49it/s, loss=0.694, pair=0.002, adv=3.388, sprd=0.024]
Ep 024/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:41,  1.49it/s, loss=0.699, pair=0.019, adv=3.463, sprd=0.025]
Ep 024/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:47,  1.39it/s, loss=0.699, pair=0.019, adv=3.463, sprd=0.025]
Ep 024/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:47,  1.39it/s, loss=0.700, pair=0.010, adv=3.406, sprd=0.024]
Ep 024/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:42,  1.46it/s, loss=0.700, pair=0.010, adv=3.406, sprd=0.024]
Ep 024/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:42,  1.46it/s, loss=0.741, pair=0.016, adv=3.164, sprd=0.020]
Ep 024/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.43it/s, loss=0.741, pair=0.016, adv=3.164, sprd=0.020]
Ep 024/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.43it/s, loss=0.704, pair=0.015, adv=3.512, sprd=0.024]
Ep 024/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:38,  1.49it/s, loss=0.704, pair=0.015, adv=3.512, sprd=0.024]
Ep 024/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:38,  1.49it/s, loss=0.721, pair=0.020, adv=3.557, sprd=0.028]
Ep 024/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:41,  1.43it/s, loss=0.721, pair=0.020, adv=3.557, sprd=0.028]
Ep 024/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:41,  1.43it/s, loss=0.706, pair=0.026, adv=3.721, sprd=0.027]
Ep 024/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:37,  1.49it/s, loss=0.706, pair=0.026, adv=3.721, sprd=0.027]
Ep 024/60 [S2:+mat]:  56%|█▋ | 188/333 [02:11<01:37,  1.49it/s, loss=0.711, pair=0.016, adv=3.411, sprd=0.025]
Ep 024/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:41,  1.42it/s, loss=0.711, pair=0.016, adv=3.411, sprd=0.025]
Ep 024/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:41,  1.42it/s, loss=0.699, pair=0.012, adv=3.382, sprd=0.022]
Ep 024/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:35,  1.50it/s, loss=0.699, pair=0.012, adv=3.382, sprd=0.022]
Ep 024/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:35,  1.50it/s, loss=0.707, pair=0.024, adv=3.401, sprd=0.022]
Ep 024/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:37,  1.45it/s, loss=0.707, pair=0.024, adv=3.401, sprd=0.022]
Ep 024/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:37,  1.45it/s, loss=0.711, pair=0.005, adv=3.765, sprd=0.028]
Ep 024/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:34,  1.50it/s, loss=0.711, pair=0.005, adv=3.765, sprd=0.028]
Ep 024/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:34,  1.50it/s, loss=0.677, pair=0.019, adv=3.260, sprd=0.019]
Ep 024/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:37,  1.44it/s, loss=0.677, pair=0.019, adv=3.260, sprd=0.019]
Ep 024/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:37,  1.44it/s, loss=0.711, pair=0.011, adv=3.518, sprd=0.029]
Ep 024/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:32,  1.50it/s, loss=0.711, pair=0.011, adv=3.518, sprd=0.029]
Ep 024/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:32,  1.50it/s, loss=0.706, pair=0.015, adv=3.550, sprd=0.024]
Ep 024/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:35,  1.45it/s, loss=0.706, pair=0.015, adv=3.550, sprd=0.024]
Ep 024/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:35,  1.45it/s, loss=0.719, pair=0.045, adv=3.728, sprd=0.029]
Ep 024/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:32,  1.49it/s, loss=0.719, pair=0.045, adv=3.728, sprd=0.029]
Ep 024/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:32,  1.49it/s, loss=0.716, pair=0.034, adv=3.258, sprd=0.021]
Ep 024/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:35,  1.42it/s, loss=0.716, pair=0.034, adv=3.258, sprd=0.021]
Ep 024/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:35,  1.42it/s, loss=0.727, pair=0.041, adv=3.420, sprd=0.028]
Ep 024/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:32,  1.46it/s, loss=0.727, pair=0.041, adv=3.420, sprd=0.028]
Ep 024/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:32,  1.46it/s, loss=0.761, pair=0.014, adv=3.315, sprd=0.022]
Ep 024/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:33,  1.43it/s, loss=0.761, pair=0.014, adv=3.315, sprd=0.022]
Ep 024/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:33,  1.43it/s, loss=0.725, pair=0.032, adv=3.460, sprd=0.031]
Ep 024/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:30,  1.46it/s, loss=0.725, pair=0.032, adv=3.460, sprd=0.031]
Ep 024/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:30,  1.46it/s, loss=0.702, pair=0.043, adv=3.231, sprd=0.025]
Ep 024/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:33,  1.42it/s, loss=0.702, pair=0.043, adv=3.231, sprd=0.025]
Ep 024/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:33,  1.42it/s, loss=0.690, pair=0.037, adv=3.535, sprd=0.022]
Ep 024/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:26,  1.51it/s, loss=0.690, pair=0.037, adv=3.535, sprd=0.022]
Ep 024/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:26,  1.51it/s, loss=0.752, pair=0.032, adv=3.481, sprd=0.031]
Ep 024/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:30,  1.44it/s, loss=0.752, pair=0.032, adv=3.481, sprd=0.031]
Ep 024/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:30,  1.44it/s, loss=0.774, pair=0.016, adv=3.670, sprd=0.031]
Ep 024/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:25,  1.50it/s, loss=0.774, pair=0.016, adv=3.670, sprd=0.031]
Ep 024/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:25,  1.50it/s, loss=0.715, pair=0.046, adv=3.487, sprd=0.025]
Ep 024/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:29,  1.44it/s, loss=0.715, pair=0.046, adv=3.487, sprd=0.025]
Ep 024/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:29,  1.44it/s, loss=0.723, pair=0.052, adv=3.690, sprd=0.028]
Ep 024/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:24,  1.50it/s, loss=0.723, pair=0.052, adv=3.690, sprd=0.028]
Ep 024/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:24,  1.50it/s, loss=0.729, pair=0.039, adv=3.537, sprd=0.026]
Ep 024/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:27,  1.43it/s, loss=0.729, pair=0.039, adv=3.537, sprd=0.026]
Ep 024/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:27,  1.43it/s, loss=0.690, pair=0.015, adv=3.400, sprd=0.023]
Ep 024/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:21,  1.53it/s, loss=0.690, pair=0.015, adv=3.400, sprd=0.023]
Ep 024/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:21,  1.53it/s, loss=0.706, pair=0.048, adv=3.490, sprd=0.022]
Ep 024/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:24,  1.46it/s, loss=0.706, pair=0.048, adv=3.490, sprd=0.022]
Ep 024/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:24,  1.46it/s, loss=0.711, pair=0.049, adv=3.759, sprd=0.030]
Ep 024/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:21,  1.50it/s, loss=0.711, pair=0.049, adv=3.759, sprd=0.030]
Ep 024/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:21,  1.50it/s, loss=0.737, pair=0.167, adv=3.310, sprd=0.020]
Ep 024/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:23,  1.46it/s, loss=0.737, pair=0.167, adv=3.310, sprd=0.020]
Ep 024/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:23,  1.46it/s, loss=0.697, pair=0.043, adv=3.382, sprd=0.020]
Ep 024/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:19,  1.52it/s, loss=0.697, pair=0.043, adv=3.382, sprd=0.020]
Ep 024/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:19,  1.52it/s, loss=0.711, pair=0.017, adv=3.444, sprd=0.023]
Ep 024/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:22,  1.45it/s, loss=0.711, pair=0.017, adv=3.444, sprd=0.023]
Ep 024/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:22,  1.45it/s, loss=0.713, pair=0.040, adv=3.418, sprd=0.026]
Ep 024/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:17,  1.53it/s, loss=0.713, pair=0.040, adv=3.418, sprd=0.026]
Ep 024/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:17,  1.53it/s, loss=0.722, pair=0.030, adv=3.437, sprd=0.022]
Ep 024/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:22,  1.43it/s, loss=0.722, pair=0.030, adv=3.437, sprd=0.022]
Ep 024/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:22,  1.43it/s, loss=0.718, pair=0.039, adv=3.790, sprd=0.029]
Ep 024/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.49it/s, loss=0.718, pair=0.039, adv=3.790, sprd=0.029]
Ep 024/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:18,  1.49it/s, loss=0.711, pair=0.007, adv=3.615, sprd=0.024]
Ep 024/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:22,  1.41it/s, loss=0.711, pair=0.007, adv=3.615, sprd=0.024]
Ep 024/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:22,  1.41it/s, loss=0.690, pair=0.040, adv=3.466, sprd=0.023]
Ep 024/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:17,  1.48it/s, loss=0.690, pair=0.040, adv=3.466, sprd=0.023]
Ep 024/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.48it/s, loss=0.717, pair=0.006, adv=3.586, sprd=0.024]
Ep 024/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:21,  1.40it/s, loss=0.717, pair=0.006, adv=3.586, sprd=0.024]
Ep 024/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:21,  1.40it/s, loss=0.706, pair=0.018, adv=3.576, sprd=0.027]
Ep 024/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:17,  1.46it/s, loss=0.706, pair=0.018, adv=3.576, sprd=0.027]
Ep 024/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:17,  1.46it/s, loss=0.699, pair=0.006, adv=3.622, sprd=0.025]
Ep 024/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:19,  1.41it/s, loss=0.699, pair=0.006, adv=3.622, sprd=0.025]
Ep 024/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:19,  1.41it/s, loss=0.682, pair=0.026, adv=3.280, sprd=0.022]
Ep 024/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:14,  1.49it/s, loss=0.682, pair=0.026, adv=3.280, sprd=0.022]
Ep 024/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:14,  1.49it/s, loss=0.812, pair=0.027, adv=3.601, sprd=0.030]
Ep 024/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:17,  1.42it/s, loss=0.812, pair=0.027, adv=3.601, sprd=0.030]
Ep 024/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:17,  1.42it/s, loss=0.701, pair=0.034, adv=3.411, sprd=0.023]
Ep 024/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:13,  1.49it/s, loss=0.701, pair=0.034, adv=3.411, sprd=0.023]
Ep 024/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:13,  1.49it/s, loss=0.714, pair=0.018, adv=3.756, sprd=0.025]
Ep 024/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:15,  1.43it/s, loss=0.714, pair=0.018, adv=3.756, sprd=0.025]
Ep 024/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:15,  1.43it/s, loss=0.689, pair=0.005, adv=3.472, sprd=0.022]
Ep 024/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.49it/s, loss=0.689, pair=0.005, adv=3.472, sprd=0.022]
Ep 024/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.49it/s, loss=0.707, pair=0.031, adv=3.804, sprd=0.020]
Ep 024/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:14,  1.42it/s, loss=0.707, pair=0.031, adv=3.804, sprd=0.020]
Ep 024/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:14,  1.42it/s, loss=0.703, pair=0.014, adv=3.570, sprd=0.026]
Ep 024/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:11,  1.47it/s, loss=0.703, pair=0.014, adv=3.570, sprd=0.026]
Ep 024/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:11,  1.47it/s, loss=0.714, pair=0.018, adv=3.559, sprd=0.027]
Ep 024/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:15,  1.37it/s, loss=0.714, pair=0.018, adv=3.559, sprd=0.027]
Ep 024/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:15,  1.37it/s, loss=0.683, pair=0.031, adv=3.460, sprd=0.021]
Ep 024/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:10,  1.47it/s, loss=0.683, pair=0.031, adv=3.460, sprd=0.021]
Ep 024/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:10,  1.47it/s, loss=0.694, pair=0.021, adv=3.309, sprd=0.021]
Ep 024/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:14,  1.37it/s, loss=0.694, pair=0.021, adv=3.309, sprd=0.021]
Ep 024/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:14,  1.37it/s, loss=0.702, pair=0.008, adv=3.605, sprd=0.026]
Ep 024/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:09,  1.45it/s, loss=0.702, pair=0.008, adv=3.605, sprd=0.026]
Ep 024/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:09,  1.45it/s, loss=0.779, pair=0.031, adv=3.543, sprd=0.024]
Ep 024/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:11,  1.41it/s, loss=0.779, pair=0.031, adv=3.543, sprd=0.024]
Ep 024/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:11,  1.41it/s, loss=0.695, pair=0.043, adv=3.627, sprd=0.022]
Ep 024/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:06,  1.48it/s, loss=0.695, pair=0.043, adv=3.627, sprd=0.022]
Ep 024/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:06,  1.48it/s, loss=0.697, pair=0.014, adv=3.495, sprd=0.022]
Ep 024/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.43it/s, loss=0.697, pair=0.014, adv=3.495, sprd=0.022]
Ep 024/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:08,  1.43it/s, loss=0.719, pair=0.036, adv=3.640, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.48it/s, loss=0.719, pair=0.036, adv=3.640, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.48it/s, loss=0.805, pair=0.030, adv=3.696, sprd=0.031]
Ep 024/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:08,  1.41it/s, loss=0.805, pair=0.030, adv=3.696, sprd=0.031]
Ep 024/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:08,  1.41it/s, loss=0.700, pair=0.002, adv=3.416, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:05,  1.46it/s, loss=0.700, pair=0.002, adv=3.416, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:05,  1.46it/s, loss=0.727, pair=0.084, adv=3.490, sprd=0.023]
Ep 024/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:06,  1.41it/s, loss=0.727, pair=0.084, adv=3.490, sprd=0.023]
Ep 024/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:06,  1.41it/s, loss=0.707, pair=0.098, adv=3.266, sprd=0.023]
Ep 024/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:02,  1.49it/s, loss=0.707, pair=0.098, adv=3.266, sprd=0.023]
Ep 024/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.774, pair=0.032, adv=3.422, sprd=0.028]
Ep 024/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:05,  1.40it/s, loss=0.774, pair=0.032, adv=3.422, sprd=0.028]
Ep 024/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:05,  1.40it/s, loss=0.680, pair=0.013, adv=3.371, sprd=0.021]
Ep 024/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.48it/s, loss=0.680, pair=0.013, adv=3.371, sprd=0.021]
Ep 024/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:01,  1.48it/s, loss=0.708, pair=0.020, adv=3.538, sprd=0.024]
Ep 024/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.42it/s, loss=0.708, pair=0.020, adv=3.538, sprd=0.024]
Ep 024/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.42it/s, loss=0.725, pair=0.012, adv=3.551, sprd=0.032]
Ep 024/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.47it/s, loss=0.725, pair=0.012, adv=3.551, sprd=0.032]
Ep 024/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.47it/s, loss=0.737, pair=0.013, adv=3.452, sprd=0.032]
Ep 024/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:04,  1.37it/s, loss=0.737, pair=0.013, adv=3.452, sprd=0.032]
Ep 024/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:04,  1.37it/s, loss=0.684, pair=0.005, adv=3.478, sprd=0.023]
Ep 024/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<01:00,  1.45it/s, loss=0.684, pair=0.005, adv=3.478, sprd=0.023]
Ep 024/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<01:00,  1.45it/s, loss=0.715, pair=0.001, adv=3.538, sprd=0.026]
Ep 024/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:01,  1.40it/s, loss=0.715, pair=0.001, adv=3.538, sprd=0.026]
Ep 024/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:01,  1.40it/s, loss=0.689, pair=0.005, adv=3.564, sprd=0.022]
Ep 024/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:57,  1.47it/s, loss=0.689, pair=0.005, adv=3.564, sprd=0.022]
Ep 024/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:57,  1.47it/s, loss=0.733, pair=0.008, adv=3.397, sprd=0.031]
Ep 024/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.42it/s, loss=0.733, pair=0.008, adv=3.397, sprd=0.031]
Ep 024/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.42it/s, loss=0.675, pair=0.012, adv=3.253, sprd=0.018]
Ep 024/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:55,  1.49it/s, loss=0.675, pair=0.012, adv=3.253, sprd=0.018]
Ep 024/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.49it/s, loss=0.710, pair=0.017, adv=3.496, sprd=0.021]
Ep 024/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.43it/s, loss=0.710, pair=0.017, adv=3.496, sprd=0.021]
Ep 024/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:57,  1.43it/s, loss=0.722, pair=0.026, adv=3.463, sprd=0.029]
Ep 024/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:54,  1.48it/s, loss=0.722, pair=0.026, adv=3.463, sprd=0.029]
Ep 024/60 [S2:+mat]:  76%|██▎| 252/333 [02:55<00:54,  1.48it/s, loss=0.818, pair=0.370, adv=3.625, sprd=0.024]
Ep 024/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:58,  1.36it/s, loss=0.818, pair=0.370, adv=3.625, sprd=0.024]
Ep 024/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:58,  1.36it/s, loss=0.706, pair=0.023, adv=3.725, sprd=0.025]
Ep 024/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:54,  1.44it/s, loss=0.706, pair=0.023, adv=3.725, sprd=0.025]
Ep 024/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:54,  1.44it/s, loss=0.707, pair=0.005, adv=3.565, sprd=0.024]
Ep 024/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:57,  1.36it/s, loss=0.707, pair=0.005, adv=3.565, sprd=0.024]
Ep 024/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:57,  1.36it/s, loss=0.721, pair=0.023, adv=3.803, sprd=0.029]
Ep 024/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:53,  1.43it/s, loss=0.721, pair=0.023, adv=3.803, sprd=0.029]
Ep 024/60 [S2:+mat]:  77%|██▎| 256/333 [02:58<00:53,  1.43it/s, loss=0.699, pair=0.025, adv=3.438, sprd=0.020]
Ep 024/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:57,  1.32it/s, loss=0.699, pair=0.025, adv=3.438, sprd=0.020]
Ep 024/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:57,  1.32it/s, loss=0.698, pair=0.051, adv=3.716, sprd=0.024]
Ep 024/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:53,  1.41it/s, loss=0.698, pair=0.051, adv=3.716, sprd=0.024]
Ep 024/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:53,  1.41it/s, loss=0.699, pair=0.008, adv=3.556, sprd=0.024]
Ep 024/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:54,  1.35it/s, loss=0.699, pair=0.008, adv=3.556, sprd=0.024]
Ep 024/60 [S2:+mat]:  78%|██▎| 259/333 [03:00<00:54,  1.35it/s, loss=0.697, pair=0.021, adv=3.482, sprd=0.025]
Ep 024/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:50,  1.43it/s, loss=0.697, pair=0.021, adv=3.482, sprd=0.025]
Ep 024/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:50,  1.43it/s, loss=0.717, pair=0.008, adv=3.551, sprd=0.028]
Ep 024/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:51,  1.39it/s, loss=0.717, pair=0.008, adv=3.551, sprd=0.028]
Ep 024/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:51,  1.39it/s, loss=0.692, pair=0.007, adv=3.449, sprd=0.021]
Ep 024/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.46it/s, loss=0.692, pair=0.007, adv=3.449, sprd=0.021]
Ep 024/60 [S2:+mat]:  79%|██▎| 262/333 [03:02<00:48,  1.46it/s, loss=0.699, pair=0.014, adv=3.382, sprd=0.022]
Ep 024/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:50,  1.37it/s, loss=0.699, pair=0.014, adv=3.382, sprd=0.022]
Ep 024/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:50,  1.37it/s, loss=0.675, pair=0.012, adv=3.112, sprd=0.022]
Ep 024/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:47,  1.46it/s, loss=0.675, pair=0.012, adv=3.112, sprd=0.022]
Ep 024/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:47,  1.46it/s, loss=0.744, pair=0.043, adv=3.667, sprd=0.033]
Ep 024/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:48,  1.40it/s, loss=0.744, pair=0.043, adv=3.667, sprd=0.033]
Ep 024/60 [S2:+mat]:  80%|██▍| 265/333 [03:04<00:48,  1.40it/s, loss=0.693, pair=0.006, adv=3.446, sprd=0.025]
Ep 024/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:45,  1.47it/s, loss=0.693, pair=0.006, adv=3.446, sprd=0.025]
Ep 024/60 [S2:+mat]:  80%|██▍| 266/333 [03:05<00:45,  1.47it/s, loss=0.717, pair=0.015, adv=3.565, sprd=0.029]
Ep 024/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:47,  1.39it/s, loss=0.717, pair=0.015, adv=3.565, sprd=0.029]
Ep 024/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:47,  1.39it/s, loss=0.699, pair=0.036, adv=3.527, sprd=0.023]
Ep 024/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:44,  1.47it/s, loss=0.699, pair=0.036, adv=3.527, sprd=0.023]
Ep 024/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:44,  1.47it/s, loss=0.684, pair=0.022, adv=3.638, sprd=0.019]
Ep 024/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:45,  1.39it/s, loss=0.684, pair=0.022, adv=3.638, sprd=0.019]
Ep 024/60 [S2:+mat]:  81%|██▍| 269/333 [03:07<00:45,  1.39it/s, loss=0.714, pair=0.006, adv=3.609, sprd=0.026]
Ep 024/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:43,  1.45it/s, loss=0.714, pair=0.006, adv=3.609, sprd=0.026]
Ep 024/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:43,  1.45it/s, loss=0.710, pair=0.002, adv=3.532, sprd=0.026]
Ep 024/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:43,  1.42it/s, loss=0.710, pair=0.002, adv=3.532, sprd=0.026]
Ep 024/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:43,  1.42it/s, loss=0.701, pair=0.006, adv=3.380, sprd=0.028]
Ep 024/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.48it/s, loss=0.701, pair=0.006, adv=3.380, sprd=0.028]
Ep 024/60 [S2:+mat]:  82%|██▍| 272/333 [03:09<00:41,  1.48it/s, loss=0.734, pair=0.029, adv=3.520, sprd=0.026]
Ep 024/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:42,  1.42it/s, loss=0.734, pair=0.029, adv=3.520, sprd=0.026]
Ep 024/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:42,  1.42it/s, loss=0.669, pair=0.023, adv=3.244, sprd=0.021]
Ep 024/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.49it/s, loss=0.669, pair=0.023, adv=3.244, sprd=0.021]
Ep 024/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.49it/s, loss=0.703, pair=0.014, adv=3.360, sprd=0.026]
Ep 024/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:42,  1.37it/s, loss=0.703, pair=0.014, adv=3.360, sprd=0.026]
Ep 024/60 [S2:+mat]:  83%|██▍| 275/333 [03:11<00:42,  1.37it/s, loss=0.704, pair=0.005, adv=3.689, sprd=0.027]
Ep 024/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:39,  1.44it/s, loss=0.704, pair=0.005, adv=3.689, sprd=0.027]
Ep 024/60 [S2:+mat]:  83%|██▍| 276/333 [03:12<00:39,  1.44it/s, loss=0.714, pair=0.014, adv=3.644, sprd=0.023]
Ep 024/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:40,  1.38it/s, loss=0.714, pair=0.014, adv=3.644, sprd=0.023]
Ep 024/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:40,  1.38it/s, loss=0.679, pair=0.015, adv=3.355, sprd=0.022]
Ep 024/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.47it/s, loss=0.679, pair=0.015, adv=3.355, sprd=0.022]
Ep 024/60 [S2:+mat]:  83%|██▌| 278/333 [03:13<00:37,  1.47it/s, loss=0.721, pair=0.017, adv=3.411, sprd=0.027]
Ep 024/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:38,  1.39it/s, loss=0.721, pair=0.017, adv=3.411, sprd=0.027]
Ep 024/60 [S2:+mat]:  84%|██▌| 279/333 [03:14<00:38,  1.39it/s, loss=1.045, pair=1.238, adv=3.367, sprd=0.017]
Ep 024/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:35,  1.47it/s, loss=1.045, pair=1.238, adv=3.367, sprd=0.017]
Ep 024/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:35,  1.47it/s, loss=0.731, pair=0.020, adv=3.477, sprd=0.027]
Ep 024/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.43it/s, loss=0.731, pair=0.020, adv=3.477, sprd=0.027]
Ep 024/60 [S2:+mat]:  84%|██▌| 281/333 [03:15<00:36,  1.43it/s, loss=0.711, pair=0.003, adv=3.367, sprd=0.027]
Ep 024/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.48it/s, loss=0.711, pair=0.003, adv=3.367, sprd=0.027]
Ep 024/60 [S2:+mat]:  85%|██▌| 282/333 [03:16<00:34,  1.48it/s, loss=0.726, pair=0.062, adv=3.574, sprd=0.023]
Ep 024/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:34,  1.45it/s, loss=0.726, pair=0.062, adv=3.574, sprd=0.023]
Ep 024/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:34,  1.45it/s, loss=0.697, pair=0.029, adv=3.182, sprd=0.026]
Ep 024/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.52it/s, loss=0.697, pair=0.029, adv=3.182, sprd=0.026]
Ep 024/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:32,  1.52it/s, loss=0.768, pair=0.008, adv=3.603, sprd=0.023]
Ep 024/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:32,  1.47it/s, loss=0.768, pair=0.008, adv=3.603, sprd=0.023]
Ep 024/60 [S2:+mat]:  86%|██▌| 285/333 [03:18<00:32,  1.47it/s, loss=0.682, pair=0.011, adv=3.485, sprd=0.021]
Ep 024/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.51it/s, loss=0.682, pair=0.011, adv=3.485, sprd=0.021]
Ep 024/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.51it/s, loss=0.713, pair=0.017, adv=3.529, sprd=0.027]
Ep 024/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:31,  1.46it/s, loss=0.713, pair=0.017, adv=3.529, sprd=0.027]
Ep 024/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:31,  1.46it/s, loss=0.691, pair=0.013, adv=3.419, sprd=0.025]
Ep 024/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:29,  1.51it/s, loss=0.691, pair=0.013, adv=3.419, sprd=0.025]
Ep 024/60 [S2:+mat]:  86%|██▌| 288/333 [03:20<00:29,  1.51it/s, loss=0.720, pair=0.007, adv=3.542, sprd=0.027]
Ep 024/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.45it/s, loss=0.720, pair=0.007, adv=3.542, sprd=0.027]
Ep 024/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.45it/s, loss=0.675, pair=0.004, adv=3.270, sprd=0.021]
Ep 024/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.50it/s, loss=0.675, pair=0.004, adv=3.270, sprd=0.021]
Ep 024/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:28,  1.50it/s, loss=0.708, pair=0.011, adv=3.550, sprd=0.023]
Ep 024/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.41it/s, loss=0.708, pair=0.011, adv=3.550, sprd=0.023]
Ep 024/60 [S2:+mat]:  87%|██▌| 291/333 [03:22<00:29,  1.41it/s, loss=0.663, pair=0.011, adv=3.392, sprd=0.018]
Ep 024/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.50it/s, loss=0.663, pair=0.011, adv=3.392, sprd=0.018]
Ep 024/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.50it/s, loss=0.718, pair=0.042, adv=3.501, sprd=0.027]
Ep 024/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.43it/s, loss=0.718, pair=0.042, adv=3.501, sprd=0.027]
Ep 024/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.43it/s, loss=0.721, pair=0.025, adv=3.475, sprd=0.030]
Ep 024/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:26,  1.48it/s, loss=0.721, pair=0.025, adv=3.475, sprd=0.030]
Ep 024/60 [S2:+mat]:  88%|██▋| 294/333 [03:24<00:26,  1.48it/s, loss=0.691, pair=0.008, adv=3.562, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.43it/s, loss=0.691, pair=0.008, adv=3.562, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.43it/s, loss=0.690, pair=0.005, adv=3.753, sprd=0.025]
Ep 024/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.50it/s, loss=0.690, pair=0.005, adv=3.753, sprd=0.025]
Ep 024/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.50it/s, loss=0.706, pair=0.026, adv=3.709, sprd=0.024]
Ep 024/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:26,  1.38it/s, loss=0.706, pair=0.026, adv=3.709, sprd=0.024]
Ep 024/60 [S2:+mat]:  89%|██▋| 297/333 [03:26<00:26,  1.38it/s, loss=0.697, pair=0.058, adv=3.814, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.46it/s, loss=0.697, pair=0.058, adv=3.814, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 298/333 [03:27<00:23,  1.46it/s, loss=0.710, pair=0.024, adv=3.670, sprd=0.023]
Ep 024/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:23,  1.44it/s, loss=0.710, pair=0.024, adv=3.670, sprd=0.023]
Ep 024/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:23,  1.44it/s, loss=0.706, pair=0.007, adv=3.575, sprd=0.028]
Ep 024/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.49it/s, loss=0.706, pair=0.007, adv=3.575, sprd=0.028]
Ep 024/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.49it/s, loss=0.741, pair=0.015, adv=3.652, sprd=0.026]
Ep 024/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:23,  1.39it/s, loss=0.741, pair=0.015, adv=3.652, sprd=0.026]
Ep 024/60 [S2:+mat]:  90%|██▋| 301/333 [03:29<00:23,  1.39it/s, loss=0.702, pair=0.037, adv=3.718, sprd=0.026]
Ep 024/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:21,  1.46it/s, loss=0.702, pair=0.037, adv=3.718, sprd=0.026]
Ep 024/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:21,  1.46it/s, loss=0.694, pair=0.036, adv=3.145, sprd=0.023]
Ep 024/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.41it/s, loss=0.694, pair=0.036, adv=3.145, sprd=0.023]
Ep 024/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:21,  1.41it/s, loss=0.728, pair=0.008, adv=3.792, sprd=0.032]
Ep 024/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.46it/s, loss=0.728, pair=0.008, adv=3.792, sprd=0.032]
Ep 024/60 [S2:+mat]:  91%|██▋| 304/333 [03:31<00:19,  1.46it/s, loss=0.707, pair=0.018, adv=3.547, sprd=0.021]
Ep 024/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.43it/s, loss=0.707, pair=0.018, adv=3.547, sprd=0.021]
Ep 024/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.43it/s, loss=0.712, pair=0.079, adv=3.425, sprd=0.024]
Ep 024/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.50it/s, loss=0.712, pair=0.079, adv=3.425, sprd=0.024]
Ep 024/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.50it/s, loss=0.713, pair=0.043, adv=3.508, sprd=0.021]
Ep 024/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.42it/s, loss=0.713, pair=0.043, adv=3.508, sprd=0.021]
Ep 024/60 [S2:+mat]:  92%|██▊| 307/333 [03:33<00:18,  1.42it/s, loss=0.705, pair=0.019, adv=3.646, sprd=0.025]
Ep 024/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.705, pair=0.019, adv=3.646, sprd=0.025]
Ep 024/60 [S2:+mat]:  92%|██▊| 308/333 [03:34<00:16,  1.48it/s, loss=0.738, pair=0.016, adv=3.480, sprd=0.030]
Ep 024/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.42it/s, loss=0.738, pair=0.016, adv=3.480, sprd=0.030]
Ep 024/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.42it/s, loss=0.720, pair=0.049, adv=3.451, sprd=0.023]
Ep 024/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.48it/s, loss=0.720, pair=0.049, adv=3.451, sprd=0.023]
Ep 024/60 [S2:+mat]:  93%|██▊| 310/333 [03:35<00:15,  1.48it/s, loss=0.739, pair=0.039, adv=3.414, sprd=0.029]
Ep 024/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.43it/s, loss=0.739, pair=0.039, adv=3.414, sprd=0.029]
Ep 024/60 [S2:+mat]:  93%|██▊| 311/333 [03:36<00:15,  1.43it/s, loss=0.780, pair=0.227, adv=3.617, sprd=0.027]
Ep 024/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:14,  1.47it/s, loss=0.780, pair=0.227, adv=3.617, sprd=0.027]
Ep 024/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:14,  1.47it/s, loss=0.720, pair=0.025, adv=3.462, sprd=0.026]
Ep 024/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:14,  1.38it/s, loss=0.720, pair=0.025, adv=3.462, sprd=0.026]
Ep 024/60 [S2:+mat]:  94%|██▊| 313/333 [03:37<00:14,  1.38it/s, loss=0.706, pair=0.024, adv=3.390, sprd=0.019]
Ep 024/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:13,  1.46it/s, loss=0.706, pair=0.024, adv=3.390, sprd=0.019]
Ep 024/60 [S2:+mat]:  94%|██▊| 314/333 [03:38<00:13,  1.46it/s, loss=0.729, pair=0.045, adv=3.753, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.41it/s, loss=0.729, pair=0.045, adv=3.753, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.41it/s, loss=0.705, pair=0.002, adv=3.519, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.47it/s, loss=0.705, pair=0.002, adv=3.519, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.47it/s, loss=0.718, pair=0.070, adv=3.396, sprd=0.022]
Ep 024/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.44it/s, loss=0.718, pair=0.070, adv=3.396, sprd=0.022]
Ep 024/60 [S2:+mat]:  95%|██▊| 317/333 [03:40<00:11,  1.44it/s, loss=0.710, pair=0.052, adv=3.756, sprd=0.024]
Ep 024/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.49it/s, loss=0.710, pair=0.052, adv=3.756, sprd=0.024]
Ep 024/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.49it/s, loss=0.721, pair=0.038, adv=3.545, sprd=0.025]
Ep 024/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.45it/s, loss=0.721, pair=0.038, adv=3.545, sprd=0.025]
Ep 024/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.45it/s, loss=0.698, pair=0.023, adv=3.658, sprd=0.026]
Ep 024/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.53it/s, loss=0.698, pair=0.023, adv=3.658, sprd=0.026]
Ep 024/60 [S2:+mat]:  96%|██▉| 320/333 [03:42<00:08,  1.53it/s, loss=0.714, pair=0.051, adv=3.356, sprd=0.022]
Ep 024/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.714, pair=0.051, adv=3.356, sprd=0.022]
Ep 024/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.710, pair=0.041, adv=3.544, sprd=0.023]
Ep 024/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.52it/s, loss=0.710, pair=0.041, adv=3.544, sprd=0.023]
Ep 024/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.52it/s, loss=0.714, pair=0.015, adv=3.794, sprd=0.026]
Ep 024/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.44it/s, loss=0.714, pair=0.015, adv=3.794, sprd=0.026]
Ep 024/60 [S2:+mat]:  97%|██▉| 323/333 [03:44<00:06,  1.44it/s, loss=0.681, pair=0.076, adv=3.030, sprd=0.020]
Ep 024/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:05,  1.52it/s, loss=0.681, pair=0.076, adv=3.030, sprd=0.020]
Ep 024/60 [S2:+mat]:  97%|██▉| 324/333 [03:45<00:05,  1.52it/s, loss=0.733, pair=0.070, adv=3.487, sprd=0.025]
Ep 024/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.41it/s, loss=0.733, pair=0.070, adv=3.487, sprd=0.025]
Ep 024/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.41it/s, loss=0.718, pair=0.024, adv=3.660, sprd=0.029]
Ep 024/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.718, pair=0.024, adv=3.660, sprd=0.029]
Ep 024/60 [S2:+mat]:  98%|██▉| 326/333 [03:46<00:04,  1.48it/s, loss=0.735, pair=0.054, adv=3.510, sprd=0.027]
Ep 024/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.735, pair=0.054, adv=3.510, sprd=0.027]
Ep 024/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.687, pair=0.021, adv=3.527, sprd=0.023]
Ep 024/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.687, pair=0.021, adv=3.527, sprd=0.023]
Ep 024/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.779, pair=0.009, adv=3.496, sprd=0.024]
Ep 024/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.779, pair=0.009, adv=3.496, sprd=0.024]
Ep 024/60 [S2:+mat]:  99%|██▉| 329/333 [03:48<00:02,  1.44it/s, loss=0.707, pair=0.024, adv=3.504, sprd=0.027]
Ep 024/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.707, pair=0.024, adv=3.504, sprd=0.027]
Ep 024/60 [S2:+mat]:  99%|██▉| 330/333 [03:49<00:02,  1.48it/s, loss=0.776, pair=0.151, adv=3.483, sprd=0.029]
Ep 024/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.776, pair=0.151, adv=3.483, sprd=0.029]
Ep 024/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.702, pair=0.070, adv=3.318, sprd=0.023]
Ep 024/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.702, pair=0.070, adv=3.318, sprd=0.023]
Ep 024/60 [S2:+mat]: 100%|██▉| 332/333 [03:50<00:00,  1.50it/s, loss=0.711, pair=0.035, adv=3.671, sprd=0.028]
Ep 024/60 [S2:+mat]: 100%|███| 333/333 [03:50<00:00,  1.40it/s, loss=0.711, pair=0.035, adv=3.671, sprd=0.028]
                                                                                                              
Epoch 024/60 [S2:+mat]  loss=0.7191  mat=0.2347  sens=1.0532  pair=0.0460  adv=3.5778(rand=3.37)  deg=0.0176  orth=0.0052  spread=0.0250  q_mean=49.9  q_std=13.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.95e-05  230s

Ep 025/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 025/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.736, pair=0.026, adv=3.469, sprd=0.027]
Ep 025/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:47,  1.23s/it, loss=0.736, pair=0.026, adv=3.469, sprd=0.027]
Ep 025/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:47,  1.23s/it, loss=0.696, pair=0.034, adv=3.414, sprd=0.020]
Ep 025/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:36,  1.20it/s, loss=0.696, pair=0.034, adv=3.414, sprd=0.020]
Ep 025/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:36,  1.20it/s, loss=0.782, pair=0.032, adv=3.404, sprd=0.022]
Ep 025/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:25,  1.24it/s, loss=0.782, pair=0.032, adv=3.404, sprd=0.022]
Ep 025/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:25,  1.24it/s, loss=0.690, pair=0.012, adv=3.565, sprd=0.023]
Ep 025/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:52,  1.41it/s, loss=0.690, pair=0.012, adv=3.565, sprd=0.023]
Ep 025/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:52,  1.41it/s, loss=0.718, pair=0.039, adv=3.670, sprd=0.028]
Ep 025/60 [S2:+mat]:   2%|     | 5/333 [00:03<03:58,  1.38it/s, loss=0.718, pair=0.039, adv=3.670, sprd=0.028]
Ep 025/60 [S2:+mat]:   2%|     | 5/333 [00:04<03:58,  1.38it/s, loss=0.719, pair=0.087, adv=3.457, sprd=0.025]
Ep 025/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:41,  1.48it/s, loss=0.719, pair=0.087, adv=3.457, sprd=0.025]
Ep 025/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:41,  1.48it/s, loss=0.684, pair=0.071, adv=3.009, sprd=0.020]
Ep 025/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:56,  1.38it/s, loss=0.684, pair=0.071, adv=3.009, sprd=0.020]
Ep 025/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:56,  1.38it/s, loss=0.727, pair=0.140, adv=3.553, sprd=0.020]
Ep 025/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:39,  1.48it/s, loss=0.727, pair=0.140, adv=3.553, sprd=0.020]
Ep 025/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:39,  1.48it/s, loss=0.711, pair=0.024, adv=3.630, sprd=0.025]
Ep 025/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:47,  1.42it/s, loss=0.711, pair=0.024, adv=3.630, sprd=0.025]
Ep 025/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:47,  1.42it/s, loss=0.707, pair=0.026, adv=3.435, sprd=0.021]
Ep 025/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:32,  1.52it/s, loss=0.707, pair=0.026, adv=3.435, sprd=0.021]
Ep 025/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:32,  1.52it/s, loss=0.786, pair=0.064, adv=3.302, sprd=0.025]
Ep 025/60 [S2:+mat]:   3%|▏   | 11/333 [00:07<03:40,  1.46it/s, loss=0.786, pair=0.064, adv=3.302, sprd=0.025]
Ep 025/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:40,  1.46it/s, loss=0.666, pair=0.076, adv=3.134, sprd=0.017]
Ep 025/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:29,  1.53it/s, loss=0.666, pair=0.076, adv=3.134, sprd=0.017]
Ep 025/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:29,  1.53it/s, loss=0.728, pair=0.064, adv=3.677, sprd=0.027]
Ep 025/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:43,  1.43it/s, loss=0.728, pair=0.064, adv=3.677, sprd=0.027]
Ep 025/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:43,  1.43it/s, loss=0.722, pair=0.100, adv=3.588, sprd=0.026]
Ep 025/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:32,  1.50it/s, loss=0.722, pair=0.100, adv=3.588, sprd=0.026]
Ep 025/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:32,  1.50it/s, loss=0.697, pair=0.016, adv=3.649, sprd=0.021]
Ep 025/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:42,  1.43it/s, loss=0.697, pair=0.016, adv=3.649, sprd=0.021]
Ep 025/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:42,  1.43it/s, loss=0.720, pair=0.081, adv=3.728, sprd=0.024]
Ep 025/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:32,  1.49it/s, loss=0.720, pair=0.081, adv=3.728, sprd=0.024]
Ep 025/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:32,  1.49it/s, loss=0.705, pair=0.062, adv=3.419, sprd=0.021]
Ep 025/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:46,  1.39it/s, loss=0.705, pair=0.062, adv=3.419, sprd=0.021]
Ep 025/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:46,  1.39it/s, loss=0.687, pair=0.020, adv=3.625, sprd=0.021]
Ep 025/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:35,  1.46it/s, loss=0.687, pair=0.020, adv=3.625, sprd=0.021]
Ep 025/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:35,  1.46it/s, loss=0.714, pair=0.012, adv=3.297, sprd=0.028]
Ep 025/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:44,  1.40it/s, loss=0.714, pair=0.012, adv=3.297, sprd=0.028]
Ep 025/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:44,  1.40it/s, loss=0.707, pair=0.014, adv=3.550, sprd=0.026]
Ep 025/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:32,  1.47it/s, loss=0.707, pair=0.014, adv=3.550, sprd=0.026]
Ep 025/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:32,  1.47it/s, loss=0.743, pair=0.044, adv=3.699, sprd=0.027]
Ep 025/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:42,  1.40it/s, loss=0.743, pair=0.044, adv=3.699, sprd=0.027]
Ep 025/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:42,  1.40it/s, loss=0.729, pair=0.117, adv=3.377, sprd=0.024]
Ep 025/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:30,  1.48it/s, loss=0.729, pair=0.117, adv=3.377, sprd=0.024]
Ep 025/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:30,  1.48it/s, loss=0.723, pair=0.049, adv=3.725, sprd=0.027]
Ep 025/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:37,  1.43it/s, loss=0.723, pair=0.049, adv=3.725, sprd=0.027]
Ep 025/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:37,  1.43it/s, loss=0.677, pair=0.020, adv=3.445, sprd=0.020]
Ep 025/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:27,  1.49it/s, loss=0.677, pair=0.020, adv=3.445, sprd=0.020]
Ep 025/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:27,  1.49it/s, loss=0.726, pair=0.014, adv=3.397, sprd=0.027]
Ep 025/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:35,  1.43it/s, loss=0.726, pair=0.014, adv=3.397, sprd=0.027]
Ep 025/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:35,  1.43it/s, loss=0.709, pair=0.009, adv=3.558, sprd=0.027]
Ep 025/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:25,  1.49it/s, loss=0.709, pair=0.009, adv=3.558, sprd=0.027]
Ep 025/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:25,  1.49it/s, loss=0.688, pair=0.049, adv=3.090, sprd=0.022]
Ep 025/60 [S2:+mat]:   8%|▎   | 27/333 [00:18<03:31,  1.45it/s, loss=0.688, pair=0.049, adv=3.090, sprd=0.022]
Ep 025/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:31,  1.45it/s, loss=0.677, pair=0.022, adv=3.395, sprd=0.018]
Ep 025/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:20,  1.52it/s, loss=0.677, pair=0.022, adv=3.395, sprd=0.018]
Ep 025/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:20,  1.52it/s, loss=0.730, pair=0.054, adv=3.756, sprd=0.028]
Ep 025/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:37,  1.40it/s, loss=0.730, pair=0.054, adv=3.756, sprd=0.028]
Ep 025/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:37,  1.40it/s, loss=0.720, pair=0.033, adv=3.438, sprd=0.028]
Ep 025/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:27,  1.46it/s, loss=0.720, pair=0.033, adv=3.438, sprd=0.028]
Ep 025/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:27,  1.46it/s, loss=0.707, pair=0.031, adv=3.690, sprd=0.022]
Ep 025/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:34,  1.41it/s, loss=0.707, pair=0.031, adv=3.690, sprd=0.022]
Ep 025/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:34,  1.41it/s, loss=0.692, pair=0.006, adv=3.496, sprd=0.021]
Ep 025/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:25,  1.47it/s, loss=0.692, pair=0.006, adv=3.496, sprd=0.021]
Ep 025/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:25,  1.47it/s, loss=0.713, pair=0.020, adv=3.723, sprd=0.025]
Ep 025/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:37,  1.38it/s, loss=0.713, pair=0.020, adv=3.723, sprd=0.025]
Ep 025/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:37,  1.38it/s, loss=0.702, pair=0.004, adv=3.645, sprd=0.026]
Ep 025/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:26,  1.45it/s, loss=0.702, pair=0.004, adv=3.645, sprd=0.026]
Ep 025/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:26,  1.45it/s, loss=0.790, pair=0.010, adv=3.623, sprd=0.028]
Ep 025/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:32,  1.40it/s, loss=0.790, pair=0.010, adv=3.623, sprd=0.028]
Ep 025/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:32,  1.40it/s, loss=0.717, pair=0.004, adv=3.510, sprd=0.029]
Ep 025/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:23,  1.46it/s, loss=0.717, pair=0.004, adv=3.510, sprd=0.029]
Ep 025/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:23,  1.46it/s, loss=0.711, pair=0.034, adv=3.417, sprd=0.019]
Ep 025/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:25,  1.44it/s, loss=0.711, pair=0.034, adv=3.417, sprd=0.019]
Ep 025/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:25,  1.44it/s, loss=0.695, pair=0.034, adv=3.342, sprd=0.023]
Ep 025/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:16,  1.50it/s, loss=0.695, pair=0.034, adv=3.342, sprd=0.023]
Ep 025/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:16,  1.50it/s, loss=0.695, pair=0.006, adv=3.596, sprd=0.021]
Ep 025/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:25,  1.43it/s, loss=0.695, pair=0.006, adv=3.596, sprd=0.021]
Ep 025/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:25,  1.43it/s, loss=0.689, pair=0.022, adv=3.597, sprd=0.023]
Ep 025/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:17,  1.48it/s, loss=0.689, pair=0.022, adv=3.597, sprd=0.023]
Ep 025/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:17,  1.48it/s, loss=0.713, pair=0.024, adv=3.618, sprd=0.024]
Ep 025/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:26,  1.41it/s, loss=0.713, pair=0.024, adv=3.618, sprd=0.024]
Ep 025/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:26,  1.41it/s, loss=0.694, pair=0.005, adv=3.337, sprd=0.024]
Ep 025/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:17,  1.47it/s, loss=0.694, pair=0.005, adv=3.337, sprd=0.024]
Ep 025/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:17,  1.47it/s, loss=0.748, pair=0.006, adv=3.783, sprd=0.030]
Ep 025/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:28,  1.39it/s, loss=0.748, pair=0.006, adv=3.783, sprd=0.030]
Ep 025/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:28,  1.39it/s, loss=0.676, pair=0.013, adv=3.133, sprd=0.025]
Ep 025/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:17,  1.46it/s, loss=0.676, pair=0.013, adv=3.133, sprd=0.025]
Ep 025/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:17,  1.46it/s, loss=0.731, pair=0.041, adv=3.542, sprd=0.030]
Ep 025/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:21,  1.43it/s, loss=0.731, pair=0.041, adv=3.542, sprd=0.030]
Ep 025/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:21,  1.43it/s, loss=0.707, pair=0.014, adv=3.883, sprd=0.025]
Ep 025/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:11,  1.50it/s, loss=0.707, pair=0.014, adv=3.883, sprd=0.025]
Ep 025/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:11,  1.50it/s, loss=0.725, pair=0.079, adv=3.445, sprd=0.021]
Ep 025/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:19,  1.43it/s, loss=0.725, pair=0.079, adv=3.445, sprd=0.021]
Ep 025/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:19,  1.43it/s, loss=0.663, pair=0.031, adv=3.067, sprd=0.020]
Ep 025/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:08,  1.51it/s, loss=0.663, pair=0.031, adv=3.067, sprd=0.020]
Ep 025/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:08,  1.51it/s, loss=0.729, pair=0.021, adv=3.780, sprd=0.021]
Ep 025/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:18,  1.43it/s, loss=0.729, pair=0.021, adv=3.780, sprd=0.021]
Ep 025/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:18,  1.43it/s, loss=0.699, pair=0.031, adv=3.313, sprd=0.024]
Ep 025/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:07,  1.51it/s, loss=0.699, pair=0.031, adv=3.313, sprd=0.024]
Ep 025/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:07,  1.51it/s, loss=0.717, pair=0.026, adv=3.670, sprd=0.024]
Ep 025/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:17,  1.43it/s, loss=0.717, pair=0.026, adv=3.670, sprd=0.024]
Ep 025/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:17,  1.43it/s, loss=0.713, pair=0.025, adv=3.766, sprd=0.029]
Ep 025/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:08,  1.49it/s, loss=0.713, pair=0.025, adv=3.766, sprd=0.029]
Ep 025/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:08,  1.49it/s, loss=0.703, pair=0.015, adv=3.423, sprd=0.022]
Ep 025/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:24,  1.37it/s, loss=0.703, pair=0.015, adv=3.423, sprd=0.022]
Ep 025/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:24,  1.37it/s, loss=0.752, pair=0.024, adv=3.456, sprd=0.032]
Ep 025/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:14,  1.43it/s, loss=0.752, pair=0.024, adv=3.456, sprd=0.032]
Ep 025/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:14,  1.43it/s, loss=0.734, pair=0.006, adv=3.557, sprd=0.031]
Ep 025/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:25,  1.35it/s, loss=0.734, pair=0.006, adv=3.557, sprd=0.031]
Ep 025/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:25,  1.35it/s, loss=0.695, pair=0.011, adv=3.544, sprd=0.023]
Ep 025/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:13,  1.43it/s, loss=0.695, pair=0.011, adv=3.544, sprd=0.023]
Ep 025/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:13,  1.43it/s, loss=0.707, pair=0.012, adv=3.576, sprd=0.024]
Ep 025/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:17,  1.40it/s, loss=0.707, pair=0.012, adv=3.576, sprd=0.024]
Ep 025/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:17,  1.40it/s, loss=0.694, pair=0.025, adv=3.920, sprd=0.021]
Ep 025/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:07,  1.47it/s, loss=0.694, pair=0.025, adv=3.920, sprd=0.021]
Ep 025/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:07,  1.47it/s, loss=0.729, pair=0.015, adv=3.403, sprd=0.029]
Ep 025/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:13,  1.42it/s, loss=0.729, pair=0.015, adv=3.403, sprd=0.029]
Ep 025/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:13,  1.42it/s, loss=0.892, pair=0.679, adv=3.531, sprd=0.024]
Ep 025/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:03,  1.49it/s, loss=0.892, pair=0.679, adv=3.531, sprd=0.024]
Ep 025/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:03,  1.49it/s, loss=0.742, pair=0.079, adv=3.673, sprd=0.023]
Ep 025/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:10,  1.43it/s, loss=0.742, pair=0.079, adv=3.673, sprd=0.023]
Ep 025/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:10,  1.43it/s, loss=0.701, pair=0.052, adv=3.628, sprd=0.025]
Ep 025/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:01,  1.49it/s, loss=0.701, pair=0.052, adv=3.628, sprd=0.025]
Ep 025/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:01,  1.49it/s, loss=0.716, pair=0.049, adv=3.514, sprd=0.022]
Ep 025/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:09,  1.42it/s, loss=0.716, pair=0.049, adv=3.514, sprd=0.022]
Ep 025/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:09,  1.42it/s, loss=0.708, pair=0.019, adv=3.352, sprd=0.025]
Ep 025/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:00,  1.49it/s, loss=0.708, pair=0.019, adv=3.352, sprd=0.025]
Ep 025/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:00,  1.49it/s, loss=0.717, pair=0.009, adv=3.441, sprd=0.026]
Ep 025/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:06,  1.44it/s, loss=0.717, pair=0.009, adv=3.441, sprd=0.026]
Ep 025/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:06,  1.44it/s, loss=0.724, pair=0.059, adv=3.626, sprd=0.028]
Ep 025/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:59,  1.49it/s, loss=0.724, pair=0.059, adv=3.626, sprd=0.028]
Ep 025/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:59,  1.49it/s, loss=0.744, pair=0.116, adv=3.693, sprd=0.024]
Ep 025/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:06,  1.43it/s, loss=0.744, pair=0.116, adv=3.693, sprd=0.024]
Ep 025/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:06,  1.43it/s, loss=0.709, pair=0.055, adv=3.845, sprd=0.025]
Ep 025/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:55,  1.51it/s, loss=0.709, pair=0.055, adv=3.845, sprd=0.025]
Ep 025/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<02:55,  1.51it/s, loss=0.700, pair=0.038, adv=3.363, sprd=0.019]
Ep 025/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.700, pair=0.038, adv=3.363, sprd=0.019]
Ep 025/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.690, pair=0.019, adv=3.324, sprd=0.023]
Ep 025/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:56,  1.49it/s, loss=0.690, pair=0.019, adv=3.324, sprd=0.023]
Ep 025/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:56,  1.49it/s, loss=0.705, pair=0.054, adv=3.286, sprd=0.020]
Ep 025/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:03,  1.43it/s, loss=0.705, pair=0.054, adv=3.286, sprd=0.020]
Ep 025/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:03,  1.43it/s, loss=0.703, pair=0.051, adv=3.585, sprd=0.024]
Ep 025/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:55,  1.49it/s, loss=0.703, pair=0.051, adv=3.585, sprd=0.024]
Ep 025/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:55,  1.49it/s, loss=0.779, pair=0.049, adv=3.496, sprd=0.024]
Ep 025/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.779, pair=0.049, adv=3.496, sprd=0.024]
Ep 025/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:00,  1.44it/s, loss=0.690, pair=0.110, adv=3.212, sprd=0.020]
Ep 025/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:50,  1.52it/s, loss=0.690, pair=0.110, adv=3.212, sprd=0.020]
Ep 025/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:50,  1.52it/s, loss=0.719, pair=0.010, adv=3.833, sprd=0.025]
Ep 025/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:58,  1.45it/s, loss=0.719, pair=0.010, adv=3.833, sprd=0.025]
Ep 025/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:58,  1.45it/s, loss=0.692, pair=0.008, adv=3.486, sprd=0.022]
Ep 025/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:50,  1.51it/s, loss=0.692, pair=0.008, adv=3.486, sprd=0.022]
Ep 025/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:50,  1.51it/s, loss=0.717, pair=0.027, adv=3.687, sprd=0.024]
Ep 025/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:55,  1.46it/s, loss=0.717, pair=0.027, adv=3.687, sprd=0.024]
Ep 025/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:55,  1.46it/s, loss=0.645, pair=0.024, adv=3.085, sprd=0.020]
Ep 025/60 [S2:+mat]:  23%|▉   | 78/333 [00:53<02:45,  1.54it/s, loss=0.645, pair=0.024, adv=3.085, sprd=0.020]
Ep 025/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:45,  1.54it/s, loss=0.708, pair=0.009, adv=3.889, sprd=0.025]
Ep 025/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<02:56,  1.44it/s, loss=0.708, pair=0.009, adv=3.889, sprd=0.025]
Ep 025/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:56,  1.44it/s, loss=0.691, pair=0.014, adv=3.332, sprd=0.024]
Ep 025/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:46,  1.52it/s, loss=0.691, pair=0.014, adv=3.332, sprd=0.024]
Ep 025/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:46,  1.52it/s, loss=0.710, pair=0.024, adv=3.535, sprd=0.024]
Ep 025/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:53,  1.46it/s, loss=0.710, pair=0.024, adv=3.535, sprd=0.024]
Ep 025/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:53,  1.46it/s, loss=0.688, pair=0.038, adv=3.580, sprd=0.021]
Ep 025/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:44,  1.53it/s, loss=0.688, pair=0.038, adv=3.580, sprd=0.021]
Ep 025/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:44,  1.53it/s, loss=0.718, pair=0.014, adv=3.767, sprd=0.024]
Ep 025/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:52,  1.45it/s, loss=0.718, pair=0.014, adv=3.767, sprd=0.024]
Ep 025/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:52,  1.45it/s, loss=0.681, pair=0.006, adv=3.546, sprd=0.024]
Ep 025/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:44,  1.52it/s, loss=0.681, pair=0.006, adv=3.546, sprd=0.024]
Ep 025/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:44,  1.52it/s, loss=0.717, pair=0.021, adv=3.461, sprd=0.024]
Ep 025/60 [S2:+mat]:  26%|█   | 85/333 [00:58<02:51,  1.45it/s, loss=0.717, pair=0.021, adv=3.461, sprd=0.024]
Ep 025/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:51,  1.45it/s, loss=0.700, pair=0.006, adv=3.814, sprd=0.024]
Ep 025/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:45,  1.49it/s, loss=0.700, pair=0.006, adv=3.814, sprd=0.024]
Ep 025/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:45,  1.49it/s, loss=0.792, pair=0.023, adv=3.630, sprd=0.028]
Ep 025/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:50,  1.44it/s, loss=0.792, pair=0.023, adv=3.630, sprd=0.028]
Ep 025/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:50,  1.44it/s, loss=0.685, pair=0.012, adv=3.870, sprd=0.024]
Ep 025/60 [S2:+mat]:  26%|█   | 88/333 [01:00<02:44,  1.49it/s, loss=0.685, pair=0.012, adv=3.870, sprd=0.024]
Ep 025/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:44,  1.49it/s, loss=0.764, pair=0.019, adv=4.044, sprd=0.035]
Ep 025/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:51,  1.42it/s, loss=0.764, pair=0.019, adv=4.044, sprd=0.035]
Ep 025/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:51,  1.42it/s, loss=0.706, pair=0.035, adv=3.898, sprd=0.026]
Ep 025/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.48it/s, loss=0.706, pair=0.035, adv=3.898, sprd=0.026]
Ep 025/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.48it/s, loss=0.737, pair=0.043, adv=3.593, sprd=0.027]
Ep 025/60 [S2:+mat]:  27%|█   | 91/333 [01:02<02:49,  1.43it/s, loss=0.737, pair=0.043, adv=3.593, sprd=0.027]
Ep 025/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:49,  1.43it/s, loss=0.698, pair=0.017, adv=3.784, sprd=0.024]
Ep 025/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:42,  1.48it/s, loss=0.698, pair=0.017, adv=3.784, sprd=0.024]
Ep 025/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:42,  1.48it/s, loss=0.719, pair=0.021, adv=3.672, sprd=0.026]
Ep 025/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:51,  1.40it/s, loss=0.719, pair=0.021, adv=3.672, sprd=0.026]
Ep 025/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:51,  1.40it/s, loss=0.715, pair=0.008, adv=3.903, sprd=0.031]
Ep 025/60 [S2:+mat]:  28%|█▏  | 94/333 [01:04<02:43,  1.46it/s, loss=0.715, pair=0.008, adv=3.903, sprd=0.031]
Ep 025/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:43,  1.46it/s, loss=0.690, pair=0.024, adv=3.639, sprd=0.021]
Ep 025/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:48,  1.41it/s, loss=0.690, pair=0.024, adv=3.639, sprd=0.021]
Ep 025/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:48,  1.41it/s, loss=0.705, pair=0.028, adv=4.025, sprd=0.025]
Ep 025/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:41,  1.47it/s, loss=0.705, pair=0.028, adv=4.025, sprd=0.025]
Ep 025/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:41,  1.47it/s, loss=0.706, pair=0.035, adv=3.298, sprd=0.025]
Ep 025/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:49,  1.39it/s, loss=0.706, pair=0.035, adv=3.298, sprd=0.025]
Ep 025/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:49,  1.39it/s, loss=0.680, pair=0.013, adv=3.910, sprd=0.021]
Ep 025/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:38,  1.48it/s, loss=0.680, pair=0.013, adv=3.910, sprd=0.021]
Ep 025/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:38,  1.48it/s, loss=0.729, pair=0.034, adv=3.775, sprd=0.027]
Ep 025/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:46,  1.40it/s, loss=0.729, pair=0.034, adv=3.775, sprd=0.027]
Ep 025/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:46,  1.40it/s, loss=0.699, pair=0.017, adv=3.582, sprd=0.027]
Ep 025/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:36,  1.49it/s, loss=0.699, pair=0.017, adv=3.582, sprd=0.027]
Ep 025/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:36,  1.49it/s, loss=0.697, pair=0.005, adv=3.391, sprd=0.020]
Ep 025/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:41,  1.43it/s, loss=0.697, pair=0.005, adv=3.391, sprd=0.020]
Ep 025/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:41,  1.43it/s, loss=0.680, pair=0.009, adv=3.583, sprd=0.020]
Ep 025/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:32,  1.52it/s, loss=0.680, pair=0.009, adv=3.583, sprd=0.020]
Ep 025/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:32,  1.52it/s, loss=0.684, pair=0.011, adv=3.389, sprd=0.021]
Ep 025/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:38,  1.45it/s, loss=0.684, pair=0.011, adv=3.389, sprd=0.021]
Ep 025/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:38,  1.45it/s, loss=0.667, pair=0.018, adv=3.144, sprd=0.022]
Ep 025/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:30,  1.53it/s, loss=0.667, pair=0.018, adv=3.144, sprd=0.022]
Ep 025/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:30,  1.53it/s, loss=0.706, pair=0.015, adv=3.963, sprd=0.026]
Ep 025/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:38,  1.44it/s, loss=0.706, pair=0.015, adv=3.963, sprd=0.026]
Ep 025/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:38,  1.44it/s, loss=0.692, pair=0.034, adv=3.486, sprd=0.020]
Ep 025/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:30,  1.51it/s, loss=0.692, pair=0.034, adv=3.486, sprd=0.020]
Ep 025/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:30,  1.51it/s, loss=0.737, pair=0.012, adv=3.683, sprd=0.031]
Ep 025/60 [S2:+mat]:  32%|▉  | 107/333 [01:13<02:37,  1.44it/s, loss=0.737, pair=0.012, adv=3.683, sprd=0.031]
Ep 025/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:37,  1.44it/s, loss=0.689, pair=0.047, adv=3.631, sprd=0.022]
Ep 025/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:27,  1.53it/s, loss=0.689, pair=0.047, adv=3.631, sprd=0.022]
Ep 025/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:27,  1.53it/s, loss=0.709, pair=0.031, adv=3.481, sprd=0.027]
Ep 025/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:35,  1.44it/s, loss=0.709, pair=0.031, adv=3.481, sprd=0.027]
Ep 025/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:35,  1.44it/s, loss=0.716, pair=0.049, adv=3.994, sprd=0.026]
Ep 025/60 [S2:+mat]:  33%|▉  | 110/333 [01:15<02:30,  1.49it/s, loss=0.716, pair=0.049, adv=3.994, sprd=0.026]
Ep 025/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:30,  1.49it/s, loss=0.703, pair=0.065, adv=3.402, sprd=0.021]
Ep 025/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:34,  1.44it/s, loss=0.703, pair=0.065, adv=3.402, sprd=0.021]
Ep 025/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:34,  1.44it/s, loss=0.688, pair=0.020, adv=3.656, sprd=0.022]
Ep 025/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:26,  1.51it/s, loss=0.688, pair=0.020, adv=3.656, sprd=0.022]
Ep 025/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:26,  1.51it/s, loss=0.685, pair=0.009, adv=3.480, sprd=0.020]
Ep 025/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:32,  1.44it/s, loss=0.685, pair=0.009, adv=3.480, sprd=0.020]
Ep 025/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:32,  1.44it/s, loss=0.690, pair=0.006, adv=3.312, sprd=0.024]
Ep 025/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:25,  1.50it/s, loss=0.690, pair=0.006, adv=3.312, sprd=0.024]
Ep 025/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:25,  1.50it/s, loss=0.772, pair=0.015, adv=3.489, sprd=0.023]
Ep 025/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:31,  1.44it/s, loss=0.772, pair=0.015, adv=3.489, sprd=0.023]
Ep 025/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:31,  1.44it/s, loss=0.694, pair=0.010, adv=3.743, sprd=0.026]
Ep 025/60 [S2:+mat]:  35%|█  | 116/333 [01:19<02:24,  1.50it/s, loss=0.694, pair=0.010, adv=3.743, sprd=0.026]
Ep 025/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:24,  1.50it/s, loss=0.703, pair=0.004, adv=3.561, sprd=0.025]
Ep 025/60 [S2:+mat]:  35%|█  | 117/333 [01:20<02:36,  1.38it/s, loss=0.703, pair=0.004, adv=3.561, sprd=0.025]
Ep 025/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:36,  1.38it/s, loss=0.709, pair=0.038, adv=3.780, sprd=0.027]
Ep 025/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:27,  1.46it/s, loss=0.709, pair=0.038, adv=3.780, sprd=0.027]
Ep 025/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:27,  1.46it/s, loss=0.720, pair=0.016, adv=4.000, sprd=0.029]
Ep 025/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:32,  1.41it/s, loss=0.720, pair=0.016, adv=4.000, sprd=0.029]
Ep 025/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:32,  1.41it/s, loss=0.669, pair=0.072, adv=3.180, sprd=0.017]
Ep 025/60 [S2:+mat]:  36%|█  | 120/333 [01:22<02:21,  1.51it/s, loss=0.669, pair=0.072, adv=3.180, sprd=0.017]
Ep 025/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:21,  1.51it/s, loss=0.741, pair=0.046, adv=3.816, sprd=0.030]
Ep 025/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:31,  1.40it/s, loss=0.741, pair=0.046, adv=3.816, sprd=0.030]
Ep 025/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:31,  1.40it/s, loss=0.704, pair=0.012, adv=3.942, sprd=0.025]
Ep 025/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:23,  1.47it/s, loss=0.704, pair=0.012, adv=3.942, sprd=0.025]
Ep 025/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:23,  1.47it/s, loss=0.721, pair=0.011, adv=3.956, sprd=0.025]
Ep 025/60 [S2:+mat]:  37%|█  | 123/333 [01:24<02:29,  1.41it/s, loss=0.721, pair=0.011, adv=3.956, sprd=0.025]
Ep 025/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:29,  1.41it/s, loss=0.673, pair=0.020, adv=3.283, sprd=0.020]
Ep 025/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:19,  1.49it/s, loss=0.673, pair=0.020, adv=3.283, sprd=0.020]
Ep 025/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:19,  1.49it/s, loss=0.749, pair=0.007, adv=3.934, sprd=0.029]
Ep 025/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:26,  1.42it/s, loss=0.749, pair=0.007, adv=3.934, sprd=0.029]
Ep 025/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:26,  1.42it/s, loss=0.719, pair=0.012, adv=3.973, sprd=0.031]
Ep 025/60 [S2:+mat]:  38%|█▏ | 126/333 [01:26<02:19,  1.49it/s, loss=0.719, pair=0.012, adv=3.973, sprd=0.031]
Ep 025/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:19,  1.49it/s, loss=0.706, pair=0.032, adv=3.576, sprd=0.022]
Ep 025/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:27,  1.40it/s, loss=0.706, pair=0.032, adv=3.576, sprd=0.022]
Ep 025/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:27,  1.40it/s, loss=0.701, pair=0.010, adv=4.257, sprd=0.028]
Ep 025/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:20,  1.46it/s, loss=0.701, pair=0.010, adv=4.257, sprd=0.028]
Ep 025/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:20,  1.46it/s, loss=0.706, pair=0.042, adv=3.765, sprd=0.022]
Ep 025/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:23,  1.42it/s, loss=0.706, pair=0.042, adv=3.765, sprd=0.022]
Ep 025/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:23,  1.42it/s, loss=0.684, pair=0.030, adv=3.278, sprd=0.020]
Ep 025/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:13,  1.52it/s, loss=0.684, pair=0.030, adv=3.278, sprd=0.020]
Ep 025/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:13,  1.52it/s, loss=0.692, pair=0.016, adv=3.530, sprd=0.022]
Ep 025/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:24,  1.40it/s, loss=0.692, pair=0.016, adv=3.530, sprd=0.022]
Ep 025/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:24,  1.40it/s, loss=0.729, pair=0.018, adv=3.989, sprd=0.031]
Ep 025/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:16,  1.47it/s, loss=0.729, pair=0.018, adv=3.989, sprd=0.031]
Ep 025/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:16,  1.47it/s, loss=0.704, pair=0.019, adv=3.757, sprd=0.024]
Ep 025/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:19,  1.43it/s, loss=0.704, pair=0.019, adv=3.757, sprd=0.024]
Ep 025/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:19,  1.43it/s, loss=0.702, pair=0.027, adv=3.953, sprd=0.026]
Ep 025/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:13,  1.49it/s, loss=0.702, pair=0.027, adv=3.953, sprd=0.026]
Ep 025/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:13,  1.49it/s, loss=0.706, pair=0.014, adv=3.648, sprd=0.021]
Ep 025/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:18,  1.43it/s, loss=0.706, pair=0.014, adv=3.648, sprd=0.021]
Ep 025/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:18,  1.43it/s, loss=0.695, pair=0.009, adv=4.237, sprd=0.026]
Ep 025/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:12,  1.49it/s, loss=0.695, pair=0.009, adv=4.237, sprd=0.026]
Ep 025/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.49it/s, loss=0.728, pair=0.014, adv=3.854, sprd=0.028]
Ep 025/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:18,  1.41it/s, loss=0.728, pair=0.014, adv=3.854, sprd=0.028]
Ep 025/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:18,  1.41it/s, loss=0.708, pair=0.010, adv=4.144, sprd=0.027]
Ep 025/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:11,  1.48it/s, loss=0.708, pair=0.010, adv=4.144, sprd=0.027]
Ep 025/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:11,  1.48it/s, loss=0.710, pair=0.009, adv=3.805, sprd=0.025]
Ep 025/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:17,  1.41it/s, loss=0.710, pair=0.009, adv=3.805, sprd=0.025]
Ep 025/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:17,  1.41it/s, loss=0.691, pair=0.010, adv=3.883, sprd=0.022]
Ep 025/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:10,  1.48it/s, loss=0.691, pair=0.010, adv=3.883, sprd=0.022]
Ep 025/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:10,  1.48it/s, loss=0.725, pair=0.055, adv=3.932, sprd=0.024]
Ep 025/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:15,  1.41it/s, loss=0.725, pair=0.055, adv=3.932, sprd=0.024]
Ep 025/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:15,  1.41it/s, loss=0.716, pair=0.106, adv=3.674, sprd=0.022]
Ep 025/60 [S2:+mat]:  43%|█▎ | 142/333 [01:37<02:09,  1.48it/s, loss=0.716, pair=0.106, adv=3.674, sprd=0.022]
Ep 025/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:09,  1.48it/s, loss=0.716, pair=0.066, adv=3.647, sprd=0.023]
Ep 025/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:19,  1.36it/s, loss=0.716, pair=0.066, adv=3.647, sprd=0.023]
Ep 025/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:19,  1.36it/s, loss=0.702, pair=0.030, adv=3.620, sprd=0.024]
Ep 025/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:11,  1.44it/s, loss=0.702, pair=0.030, adv=3.620, sprd=0.024]
Ep 025/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:11,  1.44it/s, loss=0.699, pair=0.034, adv=3.724, sprd=0.018]
Ep 025/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:16,  1.38it/s, loss=0.699, pair=0.034, adv=3.724, sprd=0.018]
Ep 025/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:16,  1.38it/s, loss=0.716, pair=0.058, adv=4.141, sprd=0.024]
Ep 025/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<02:08,  1.45it/s, loss=0.716, pair=0.058, adv=4.141, sprd=0.024]
Ep 025/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:08,  1.45it/s, loss=0.741, pair=0.118, adv=3.839, sprd=0.022]
Ep 025/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:11,  1.41it/s, loss=0.741, pair=0.118, adv=3.839, sprd=0.022]
Ep 025/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:11,  1.41it/s, loss=0.700, pair=0.063, adv=3.390, sprd=0.019]
Ep 025/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:03,  1.49it/s, loss=0.700, pair=0.063, adv=3.390, sprd=0.019]
Ep 025/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:03,  1.49it/s, loss=0.759, pair=0.007, adv=3.364, sprd=0.021]
Ep 025/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:06,  1.45it/s, loss=0.759, pair=0.007, adv=3.364, sprd=0.021]
Ep 025/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:06,  1.45it/s, loss=0.680, pair=0.081, adv=3.473, sprd=0.016]
Ep 025/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<01:59,  1.53it/s, loss=0.680, pair=0.081, adv=3.473, sprd=0.016]
Ep 025/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<01:59,  1.53it/s, loss=0.782, pair=0.011, adv=3.552, sprd=0.024]
Ep 025/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:05,  1.45it/s, loss=0.782, pair=0.011, adv=3.552, sprd=0.024]
Ep 025/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:05,  1.45it/s, loss=0.747, pair=0.028, adv=3.885, sprd=0.036]
Ep 025/60 [S2:+mat]:  46%|█▎ | 152/333 [01:44<02:01,  1.49it/s, loss=0.747, pair=0.028, adv=3.885, sprd=0.036]
Ep 025/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:01,  1.49it/s, loss=0.720, pair=0.017, adv=3.817, sprd=0.029]
Ep 025/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:05,  1.43it/s, loss=0.720, pair=0.017, adv=3.817, sprd=0.029]
Ep 025/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:05,  1.43it/s, loss=0.666, pair=0.017, adv=3.584, sprd=0.020]
Ep 025/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<01:59,  1.50it/s, loss=0.666, pair=0.017, adv=3.584, sprd=0.020]
Ep 025/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<01:59,  1.50it/s, loss=0.708, pair=0.006, adv=4.019, sprd=0.026]
Ep 025/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:07,  1.40it/s, loss=0.708, pair=0.006, adv=4.019, sprd=0.026]
Ep 025/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:07,  1.40it/s, loss=0.716, pair=0.029, adv=3.954, sprd=0.026]
Ep 025/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<02:01,  1.46it/s, loss=0.716, pair=0.029, adv=3.954, sprd=0.026]
Ep 025/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:01,  1.46it/s, loss=0.711, pair=0.012, adv=4.070, sprd=0.027]
Ep 025/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:08,  1.37it/s, loss=0.711, pair=0.012, adv=4.070, sprd=0.027]
Ep 025/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:08,  1.37it/s, loss=0.734, pair=0.033, adv=4.085, sprd=0.033]
Ep 025/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<02:00,  1.45it/s, loss=0.734, pair=0.033, adv=4.085, sprd=0.033]
Ep 025/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<02:00,  1.45it/s, loss=0.707, pair=0.008, adv=3.532, sprd=0.024]
Ep 025/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:09,  1.34it/s, loss=0.707, pair=0.008, adv=3.532, sprd=0.024]
Ep 025/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:09,  1.34it/s, loss=0.703, pair=0.015, adv=3.610, sprd=0.028]
Ep 025/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<02:01,  1.42it/s, loss=0.703, pair=0.015, adv=3.610, sprd=0.028]
Ep 025/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<02:01,  1.42it/s, loss=0.695, pair=0.007, adv=3.857, sprd=0.019]
Ep 025/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:03,  1.40it/s, loss=0.695, pair=0.007, adv=3.857, sprd=0.019]
Ep 025/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:03,  1.40it/s, loss=0.758, pair=0.043, adv=3.944, sprd=0.030]
Ep 025/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:56,  1.47it/s, loss=0.758, pair=0.043, adv=3.944, sprd=0.030]
Ep 025/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:56,  1.47it/s, loss=0.718, pair=0.024, adv=3.901, sprd=0.025]
Ep 025/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:03,  1.38it/s, loss=0.718, pair=0.024, adv=3.901, sprd=0.025]
Ep 025/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:03,  1.38it/s, loss=0.712, pair=0.022, adv=4.071, sprd=0.029]
Ep 025/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:56,  1.45it/s, loss=0.712, pair=0.022, adv=4.071, sprd=0.029]
Ep 025/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:56,  1.45it/s, loss=0.685, pair=0.001, adv=3.386, sprd=0.018]
Ep 025/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<02:00,  1.40it/s, loss=0.685, pair=0.001, adv=3.386, sprd=0.018]
Ep 025/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<02:00,  1.40it/s, loss=0.687, pair=0.007, adv=3.825, sprd=0.025]
Ep 025/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:54,  1.46it/s, loss=0.687, pair=0.007, adv=3.825, sprd=0.025]
Ep 025/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:54,  1.46it/s, loss=0.718, pair=0.005, adv=4.058, sprd=0.027]
Ep 025/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:57,  1.42it/s, loss=0.718, pair=0.005, adv=4.058, sprd=0.027]
Ep 025/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:57,  1.42it/s, loss=0.711, pair=0.013, adv=3.908, sprd=0.022]
Ep 025/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:52,  1.47it/s, loss=0.711, pair=0.013, adv=3.908, sprd=0.022]
Ep 025/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:52,  1.47it/s, loss=0.699, pair=0.004, adv=3.687, sprd=0.024]
Ep 025/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<02:00,  1.36it/s, loss=0.699, pair=0.004, adv=3.687, sprd=0.024]
Ep 025/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<02:00,  1.36it/s, loss=0.699, pair=0.010, adv=3.886, sprd=0.025]
Ep 025/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:53,  1.43it/s, loss=0.699, pair=0.010, adv=3.886, sprd=0.025]
Ep 025/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:53,  1.43it/s, loss=0.785, pair=0.020, adv=3.565, sprd=0.023]
Ep 025/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:56,  1.39it/s, loss=0.785, pair=0.020, adv=3.565, sprd=0.023]
Ep 025/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:56,  1.39it/s, loss=0.695, pair=0.018, adv=4.050, sprd=0.022]
Ep 025/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:50,  1.46it/s, loss=0.695, pair=0.018, adv=4.050, sprd=0.022]
Ep 025/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:50,  1.46it/s, loss=0.693, pair=0.023, adv=4.059, sprd=0.021]
Ep 025/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:52,  1.43it/s, loss=0.693, pair=0.023, adv=4.059, sprd=0.021]
Ep 025/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:52,  1.43it/s, loss=0.725, pair=0.040, adv=4.140, sprd=0.029]
Ep 025/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:46,  1.49it/s, loss=0.725, pair=0.040, adv=4.140, sprd=0.029]
Ep 025/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:46,  1.49it/s, loss=0.716, pair=0.026, adv=4.054, sprd=0.025]
Ep 025/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:55,  1.36it/s, loss=0.716, pair=0.026, adv=4.054, sprd=0.025]
Ep 025/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:55,  1.36it/s, loss=0.709, pair=0.018, adv=4.023, sprd=0.029]
Ep 025/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:49,  1.43it/s, loss=0.709, pair=0.018, adv=4.023, sprd=0.029]
Ep 025/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:49,  1.43it/s, loss=0.711, pair=0.025, adv=3.614, sprd=0.024]
Ep 025/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:55,  1.35it/s, loss=0.711, pair=0.025, adv=3.614, sprd=0.024]
Ep 025/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:55,  1.35it/s, loss=0.716, pair=0.023, adv=4.086, sprd=0.029]
Ep 025/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:48,  1.43it/s, loss=0.716, pair=0.023, adv=4.086, sprd=0.029]
Ep 025/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:48,  1.43it/s, loss=0.711, pair=0.021, adv=3.924, sprd=0.019]
Ep 025/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:56,  1.32it/s, loss=0.711, pair=0.021, adv=3.924, sprd=0.019]
Ep 025/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:56,  1.32it/s, loss=0.682, pair=0.007, adv=3.915, sprd=0.024]
Ep 025/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:48,  1.41it/s, loss=0.682, pair=0.007, adv=3.915, sprd=0.024]
Ep 025/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:48,  1.41it/s, loss=0.709, pair=0.004, adv=3.975, sprd=0.028]
Ep 025/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:52,  1.36it/s, loss=0.709, pair=0.004, adv=3.975, sprd=0.028]
Ep 025/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:52,  1.36it/s, loss=0.684, pair=0.025, adv=3.398, sprd=0.019]
Ep 025/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:44,  1.45it/s, loss=0.684, pair=0.025, adv=3.398, sprd=0.019]
Ep 025/60 [S2:+mat]:  55%|█▋ | 182/333 [02:07<01:44,  1.45it/s, loss=0.757, pair=0.027, adv=3.990, sprd=0.035]
Ep 025/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:50,  1.35it/s, loss=0.757, pair=0.027, adv=3.990, sprd=0.035]
Ep 025/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:50,  1.35it/s, loss=0.722, pair=0.011, adv=3.675, sprd=0.027]
Ep 025/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:43,  1.43it/s, loss=0.722, pair=0.011, adv=3.675, sprd=0.027]
Ep 025/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:43,  1.43it/s, loss=0.703, pair=0.036, adv=3.843, sprd=0.019]
Ep 025/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:51,  1.33it/s, loss=0.703, pair=0.036, adv=3.843, sprd=0.019]
Ep 025/60 [S2:+mat]:  56%|█▋ | 185/333 [02:09<01:51,  1.33it/s, loss=0.725, pair=0.007, adv=3.889, sprd=0.031]
Ep 025/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:45,  1.40it/s, loss=0.725, pair=0.007, adv=3.889, sprd=0.031]
Ep 025/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:45,  1.40it/s, loss=0.722, pair=0.023, adv=3.970, sprd=0.029]
Ep 025/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:47,  1.35it/s, loss=0.722, pair=0.023, adv=3.970, sprd=0.029]
Ep 025/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:47,  1.35it/s, loss=0.706, pair=0.036, adv=3.644, sprd=0.024]
Ep 025/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:41,  1.43it/s, loss=0.706, pair=0.036, adv=3.644, sprd=0.024]
Ep 025/60 [S2:+mat]:  56%|█▋ | 188/333 [02:11<01:41,  1.43it/s, loss=0.723, pair=0.020, adv=3.690, sprd=0.027]
Ep 025/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:42,  1.41it/s, loss=0.723, pair=0.020, adv=3.690, sprd=0.027]
Ep 025/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:42,  1.41it/s, loss=0.676, pair=0.003, adv=3.555, sprd=0.023]
Ep 025/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:37,  1.47it/s, loss=0.676, pair=0.003, adv=3.555, sprd=0.023]
Ep 025/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:37,  1.47it/s, loss=0.708, pair=0.034, adv=3.432, sprd=0.024]
Ep 025/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:41,  1.40it/s, loss=0.708, pair=0.034, adv=3.432, sprd=0.024]
Ep 025/60 [S2:+mat]:  57%|█▋ | 191/333 [02:13<01:41,  1.40it/s, loss=0.704, pair=0.055, adv=3.599, sprd=0.024]
Ep 025/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:35,  1.47it/s, loss=0.704, pair=0.055, adv=3.599, sprd=0.024]
Ep 025/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:35,  1.47it/s, loss=0.712, pair=0.024, adv=3.444, sprd=0.024]
Ep 025/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:37,  1.43it/s, loss=0.712, pair=0.024, adv=3.444, sprd=0.024]
Ep 025/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:37,  1.43it/s, loss=0.701, pair=0.032, adv=3.788, sprd=0.027]
Ep 025/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:33,  1.49it/s, loss=0.701, pair=0.032, adv=3.788, sprd=0.027]
Ep 025/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:33,  1.49it/s, loss=0.707, pair=0.045, adv=3.637, sprd=0.018]
Ep 025/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.42it/s, loss=0.707, pair=0.045, adv=3.637, sprd=0.018]
Ep 025/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.42it/s, loss=0.690, pair=0.026, adv=3.575, sprd=0.024]
Ep 025/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:32,  1.49it/s, loss=0.690, pair=0.026, adv=3.575, sprd=0.024]
Ep 025/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:32,  1.49it/s, loss=0.700, pair=0.026, adv=3.398, sprd=0.022]
Ep 025/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:34,  1.43it/s, loss=0.700, pair=0.026, adv=3.398, sprd=0.022]
Ep 025/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:34,  1.43it/s, loss=0.684, pair=0.033, adv=3.598, sprd=0.020]
Ep 025/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:29,  1.52it/s, loss=0.684, pair=0.033, adv=3.598, sprd=0.020]
Ep 025/60 [S2:+mat]:  59%|█▊ | 198/333 [02:18<01:29,  1.52it/s, loss=0.766, pair=0.010, adv=3.952, sprd=0.022]
Ep 025/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:32,  1.44it/s, loss=0.766, pair=0.010, adv=3.952, sprd=0.022]
Ep 025/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:32,  1.44it/s, loss=0.691, pair=0.031, adv=3.530, sprd=0.023]
Ep 025/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:28,  1.50it/s, loss=0.691, pair=0.031, adv=3.530, sprd=0.023]
Ep 025/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:28,  1.50it/s, loss=0.735, pair=0.026, adv=3.848, sprd=0.031]
Ep 025/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:32,  1.43it/s, loss=0.735, pair=0.026, adv=3.848, sprd=0.031]
Ep 025/60 [S2:+mat]:  60%|█▊ | 201/333 [02:20<01:32,  1.43it/s, loss=0.708, pair=0.007, adv=3.866, sprd=0.029]
Ep 025/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:27,  1.49it/s, loss=0.708, pair=0.007, adv=3.866, sprd=0.029]
Ep 025/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:27,  1.49it/s, loss=0.700, pair=0.001, adv=3.649, sprd=0.023]
Ep 025/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:31,  1.42it/s, loss=0.700, pair=0.001, adv=3.649, sprd=0.023]
Ep 025/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:31,  1.42it/s, loss=0.678, pair=0.045, adv=3.473, sprd=0.018]
Ep 025/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:25,  1.52it/s, loss=0.678, pair=0.045, adv=3.473, sprd=0.018]
Ep 025/60 [S2:+mat]:  61%|█▊ | 204/333 [02:22<01:25,  1.52it/s, loss=0.689, pair=0.013, adv=3.519, sprd=0.021]
Ep 025/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:28,  1.45it/s, loss=0.689, pair=0.013, adv=3.519, sprd=0.021]
Ep 025/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:28,  1.45it/s, loss=0.692, pair=0.014, adv=3.422, sprd=0.020]
Ep 025/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:24,  1.51it/s, loss=0.692, pair=0.014, adv=3.422, sprd=0.020]
Ep 025/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:24,  1.51it/s, loss=0.710, pair=0.022, adv=3.861, sprd=0.027]
Ep 025/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:30,  1.39it/s, loss=0.710, pair=0.022, adv=3.861, sprd=0.027]
Ep 025/60 [S2:+mat]:  62%|█▊ | 207/333 [02:24<01:30,  1.39it/s, loss=0.700, pair=0.036, adv=3.413, sprd=0.022]
Ep 025/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:24,  1.47it/s, loss=0.700, pair=0.036, adv=3.413, sprd=0.022]
Ep 025/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:24,  1.47it/s, loss=0.730, pair=0.035, adv=3.627, sprd=0.029]
Ep 025/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:27,  1.41it/s, loss=0.730, pair=0.035, adv=3.627, sprd=0.029]
Ep 025/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:27,  1.41it/s, loss=0.814, pair=0.021, adv=3.716, sprd=0.034]
Ep 025/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:23,  1.47it/s, loss=0.814, pair=0.021, adv=3.716, sprd=0.034]
Ep 025/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:23,  1.47it/s, loss=0.719, pair=0.033, adv=4.116, sprd=0.026]
Ep 025/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:24,  1.44it/s, loss=0.719, pair=0.033, adv=4.116, sprd=0.026]
Ep 025/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:24,  1.44it/s, loss=0.706, pair=0.049, adv=3.934, sprd=0.024]
Ep 025/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:21,  1.49it/s, loss=0.706, pair=0.049, adv=3.934, sprd=0.024]
Ep 025/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:21,  1.49it/s, loss=0.703, pair=0.018, adv=3.360, sprd=0.021]
Ep 025/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:22,  1.45it/s, loss=0.703, pair=0.018, adv=3.360, sprd=0.021]
Ep 025/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:22,  1.45it/s, loss=0.685, pair=0.013, adv=3.490, sprd=0.020]
Ep 025/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:17,  1.53it/s, loss=0.685, pair=0.013, adv=3.490, sprd=0.020]
Ep 025/60 [S2:+mat]:  64%|█▉ | 214/333 [02:29<01:17,  1.53it/s, loss=0.714, pair=0.003, adv=3.772, sprd=0.025]
Ep 025/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:21,  1.44it/s, loss=0.714, pair=0.003, adv=3.772, sprd=0.025]
Ep 025/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:21,  1.44it/s, loss=0.726, pair=0.013, adv=3.912, sprd=0.032]
Ep 025/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.49it/s, loss=0.726, pair=0.013, adv=3.912, sprd=0.032]
Ep 025/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:18,  1.49it/s, loss=0.711, pair=0.015, adv=3.482, sprd=0.022]
Ep 025/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:19,  1.45it/s, loss=0.711, pair=0.015, adv=3.482, sprd=0.022]
Ep 025/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:19,  1.45it/s, loss=0.706, pair=0.006, adv=3.664, sprd=0.028]
Ep 025/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:16,  1.50it/s, loss=0.706, pair=0.006, adv=3.664, sprd=0.028]
Ep 025/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:16,  1.50it/s, loss=0.789, pair=0.008, adv=3.893, sprd=0.024]
Ep 025/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:19,  1.43it/s, loss=0.789, pair=0.008, adv=3.893, sprd=0.024]
Ep 025/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:19,  1.43it/s, loss=0.713, pair=0.015, adv=3.816, sprd=0.027]
Ep 025/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:16,  1.49it/s, loss=0.713, pair=0.015, adv=3.816, sprd=0.027]
Ep 025/60 [S2:+mat]:  66%|█▉ | 220/333 [02:33<01:16,  1.49it/s, loss=0.713, pair=0.017, adv=3.901, sprd=0.025]
Ep 025/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:17,  1.44it/s, loss=0.713, pair=0.017, adv=3.901, sprd=0.025]
Ep 025/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:17,  1.44it/s, loss=0.710, pair=0.039, adv=3.410, sprd=0.025]
Ep 025/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:12,  1.53it/s, loss=0.710, pair=0.039, adv=3.410, sprd=0.025]
Ep 025/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:12,  1.53it/s, loss=0.727, pair=0.007, adv=3.724, sprd=0.029]
Ep 025/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:15,  1.45it/s, loss=0.727, pair=0.007, adv=3.724, sprd=0.029]
Ep 025/60 [S2:+mat]:  67%|██ | 223/333 [02:35<01:15,  1.45it/s, loss=0.712, pair=0.018, adv=3.847, sprd=0.028]
Ep 025/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:12,  1.50it/s, loss=0.712, pair=0.018, adv=3.847, sprd=0.028]
Ep 025/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:12,  1.50it/s, loss=0.744, pair=0.026, adv=3.668, sprd=0.032]
Ep 025/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:18,  1.38it/s, loss=0.744, pair=0.026, adv=3.668, sprd=0.032]
Ep 025/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:18,  1.38it/s, loss=0.739, pair=0.021, adv=3.600, sprd=0.034]
Ep 025/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:14,  1.43it/s, loss=0.739, pair=0.021, adv=3.600, sprd=0.034]
Ep 025/60 [S2:+mat]:  68%|██ | 226/333 [02:37<01:14,  1.43it/s, loss=0.726, pair=0.061, adv=3.553, sprd=0.024]
Ep 025/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:15,  1.41it/s, loss=0.726, pair=0.061, adv=3.553, sprd=0.024]
Ep 025/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:15,  1.41it/s, loss=0.703, pair=0.012, adv=3.877, sprd=0.024]
Ep 025/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:11,  1.46it/s, loss=0.703, pair=0.012, adv=3.877, sprd=0.024]
Ep 025/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:11,  1.46it/s, loss=0.704, pair=0.005, adv=3.427, sprd=0.024]
Ep 025/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:13,  1.42it/s, loss=0.704, pair=0.005, adv=3.427, sprd=0.024]
Ep 025/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:13,  1.42it/s, loss=0.705, pair=0.020, adv=3.697, sprd=0.027]
Ep 025/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:09,  1.48it/s, loss=0.705, pair=0.020, adv=3.697, sprd=0.027]
Ep 025/60 [S2:+mat]:  69%|██ | 230/333 [02:40<01:09,  1.48it/s, loss=0.722, pair=0.029, adv=3.671, sprd=0.028]
Ep 025/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:14,  1.37it/s, loss=0.722, pair=0.029, adv=3.671, sprd=0.028]
Ep 025/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:14,  1.37it/s, loss=0.681, pair=0.025, adv=3.843, sprd=0.024]
Ep 025/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:09,  1.46it/s, loss=0.681, pair=0.025, adv=3.843, sprd=0.024]
Ep 025/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:09,  1.46it/s, loss=0.730, pair=0.056, adv=3.874, sprd=0.032]
Ep 025/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:11,  1.39it/s, loss=0.730, pair=0.056, adv=3.874, sprd=0.032]
Ep 025/60 [S2:+mat]:  70%|██ | 233/333 [02:42<01:11,  1.39it/s, loss=0.671, pair=0.001, adv=3.293, sprd=0.021]
Ep 025/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:06,  1.49it/s, loss=0.671, pair=0.001, adv=3.293, sprd=0.021]
Ep 025/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:06,  1.49it/s, loss=0.717, pair=0.007, adv=3.830, sprd=0.023]
Ep 025/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.43it/s, loss=0.717, pair=0.007, adv=3.830, sprd=0.023]
Ep 025/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:08,  1.43it/s, loss=0.695, pair=0.015, adv=3.600, sprd=0.025]
Ep 025/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.49it/s, loss=0.695, pair=0.015, adv=3.600, sprd=0.025]
Ep 025/60 [S2:+mat]:  71%|██▏| 236/333 [02:44<01:05,  1.49it/s, loss=0.711, pair=0.061, adv=3.488, sprd=0.021]
Ep 025/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:06,  1.44it/s, loss=0.711, pair=0.061, adv=3.488, sprd=0.021]
Ep 025/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:06,  1.44it/s, loss=0.688, pair=0.022, adv=3.638, sprd=0.022]
Ep 025/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.688, pair=0.022, adv=3.638, sprd=0.022]
Ep 025/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:03,  1.50it/s, loss=0.725, pair=0.017, adv=3.944, sprd=0.030]
Ep 025/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:05,  1.44it/s, loss=0.725, pair=0.017, adv=3.944, sprd=0.030]
Ep 025/60 [S2:+mat]:  72%|██▏| 239/333 [02:46<01:05,  1.44it/s, loss=0.689, pair=0.018, adv=3.653, sprd=0.023]
Ep 025/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:00,  1.53it/s, loss=0.689, pair=0.018, adv=3.653, sprd=0.023]
Ep 025/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:00,  1.53it/s, loss=0.703, pair=0.031, adv=3.670, sprd=0.025]
Ep 025/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.43it/s, loss=0.703, pair=0.031, adv=3.670, sprd=0.025]
Ep 025/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:04,  1.43it/s, loss=0.691, pair=0.015, adv=3.905, sprd=0.025]
Ep 025/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.49it/s, loss=0.691, pair=0.015, adv=3.905, sprd=0.025]
Ep 025/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:01,  1.49it/s, loss=0.696, pair=0.019, adv=3.911, sprd=0.023]
Ep 025/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.42it/s, loss=0.696, pair=0.019, adv=3.911, sprd=0.023]
Ep 025/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.42it/s, loss=0.725, pair=0.023, adv=4.030, sprd=0.031]
Ep 025/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.46it/s, loss=0.725, pair=0.023, adv=4.030, sprd=0.031]
Ep 025/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.46it/s, loss=0.702, pair=0.015, adv=3.666, sprd=0.025]
Ep 025/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:02,  1.40it/s, loss=0.702, pair=0.015, adv=3.666, sprd=0.025]
Ep 025/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:02,  1.40it/s, loss=0.706, pair=0.018, adv=3.574, sprd=0.030]
Ep 025/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.48it/s, loss=0.706, pair=0.018, adv=3.574, sprd=0.030]
Ep 025/60 [S2:+mat]:  74%|██▏| 246/333 [02:51<00:58,  1.48it/s, loss=0.705, pair=0.013, adv=4.047, sprd=0.027]
Ep 025/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:00,  1.41it/s, loss=0.705, pair=0.013, adv=4.047, sprd=0.027]
Ep 025/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:00,  1.41it/s, loss=0.696, pair=0.047, adv=3.791, sprd=0.023]
Ep 025/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:56,  1.50it/s, loss=0.696, pair=0.047, adv=3.791, sprd=0.023]
Ep 025/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:56,  1.50it/s, loss=0.706, pair=0.032, adv=3.787, sprd=0.020]
Ep 025/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:58,  1.44it/s, loss=0.706, pair=0.032, adv=3.787, sprd=0.020]
Ep 025/60 [S2:+mat]:  75%|██▏| 249/333 [02:53<00:58,  1.44it/s, loss=0.679, pair=0.004, adv=3.805, sprd=0.020]
Ep 025/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.50it/s, loss=0.679, pair=0.004, adv=3.805, sprd=0.020]
Ep 025/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.50it/s, loss=0.717, pair=0.042, adv=3.819, sprd=0.024]
Ep 025/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.42it/s, loss=0.717, pair=0.042, adv=3.819, sprd=0.024]
Ep 025/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:57,  1.42it/s, loss=0.704, pair=0.022, adv=3.695, sprd=0.022]
Ep 025/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:54,  1.49it/s, loss=0.704, pair=0.022, adv=3.695, sprd=0.022]
Ep 025/60 [S2:+mat]:  76%|██▎| 252/333 [02:55<00:54,  1.49it/s, loss=0.710, pair=0.033, adv=3.815, sprd=0.022]
Ep 025/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.44it/s, loss=0.710, pair=0.033, adv=3.815, sprd=0.022]
Ep 025/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.44it/s, loss=0.654, pair=0.028, adv=3.147, sprd=0.018]
Ep 025/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:51,  1.53it/s, loss=0.654, pair=0.028, adv=3.147, sprd=0.018]
Ep 025/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:51,  1.53it/s, loss=0.709, pair=0.021, adv=3.619, sprd=0.024]
Ep 025/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:52,  1.48it/s, loss=0.709, pair=0.021, adv=3.619, sprd=0.024]
Ep 025/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:52,  1.48it/s, loss=0.749, pair=0.228, adv=3.736, sprd=0.023]
Ep 025/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:50,  1.53it/s, loss=0.749, pair=0.228, adv=3.736, sprd=0.023]
Ep 025/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:50,  1.53it/s, loss=0.839, pair=0.146, adv=3.858, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:52,  1.45it/s, loss=0.839, pair=0.146, adv=3.858, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:52,  1.45it/s, loss=0.709, pair=0.016, adv=3.904, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.49it/s, loss=0.709, pair=0.016, adv=3.904, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:50,  1.49it/s, loss=0.745, pair=0.021, adv=3.865, sprd=0.023]
Ep 025/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.42it/s, loss=0.745, pair=0.021, adv=3.865, sprd=0.023]
Ep 025/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.42it/s, loss=0.679, pair=0.016, adv=3.620, sprd=0.022]
Ep 025/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:48,  1.49it/s, loss=0.679, pair=0.016, adv=3.620, sprd=0.022]
Ep 025/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:48,  1.49it/s, loss=0.691, pair=0.014, adv=3.509, sprd=0.022]
Ep 025/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:50,  1.42it/s, loss=0.691, pair=0.014, adv=3.509, sprd=0.022]
Ep 025/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:50,  1.42it/s, loss=0.692, pair=0.038, adv=3.390, sprd=0.020]
Ep 025/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:47,  1.49it/s, loss=0.692, pair=0.038, adv=3.390, sprd=0.020]
Ep 025/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:47,  1.49it/s, loss=0.712, pair=0.011, adv=3.560, sprd=0.023]
Ep 025/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:48,  1.45it/s, loss=0.712, pair=0.011, adv=3.560, sprd=0.023]
Ep 025/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:48,  1.45it/s, loss=0.672, pair=0.000, adv=3.283, sprd=0.018]
Ep 025/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:45,  1.51it/s, loss=0.672, pair=0.000, adv=3.283, sprd=0.018]
Ep 025/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:45,  1.51it/s, loss=0.697, pair=0.018, adv=3.808, sprd=0.023]
Ep 025/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.43it/s, loss=0.697, pair=0.018, adv=3.808, sprd=0.023]
Ep 025/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.43it/s, loss=0.706, pair=0.029, adv=3.982, sprd=0.027]
Ep 025/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:45,  1.48it/s, loss=0.706, pair=0.029, adv=3.982, sprd=0.027]
Ep 025/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:45,  1.48it/s, loss=1.141, pair=1.473, adv=3.556, sprd=0.027]
Ep 025/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.43it/s, loss=1.141, pair=1.473, adv=3.556, sprd=0.027]
Ep 025/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:46,  1.43it/s, loss=0.705, pair=0.061, adv=3.810, sprd=0.021]
Ep 025/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:42,  1.52it/s, loss=0.705, pair=0.061, adv=3.810, sprd=0.021]
Ep 025/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:42,  1.52it/s, loss=0.799, pair=0.042, adv=3.479, sprd=0.025]
Ep 025/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:43,  1.46it/s, loss=0.799, pair=0.042, adv=3.479, sprd=0.025]
Ep 025/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:43,  1.46it/s, loss=0.723, pair=0.030, adv=3.628, sprd=0.028]
Ep 025/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.49it/s, loss=0.723, pair=0.030, adv=3.628, sprd=0.028]
Ep 025/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.49it/s, loss=0.791, pair=0.069, adv=3.410, sprd=0.016]
Ep 025/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:42,  1.46it/s, loss=0.791, pair=0.069, adv=3.410, sprd=0.016]
Ep 025/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:42,  1.46it/s, loss=0.712, pair=0.087, adv=3.702, sprd=0.020]
Ep 025/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:40,  1.51it/s, loss=0.712, pair=0.087, adv=3.702, sprd=0.020]
Ep 025/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:40,  1.51it/s, loss=0.701, pair=0.032, adv=3.935, sprd=0.022]
Ep 025/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:41,  1.45it/s, loss=0.701, pair=0.032, adv=3.935, sprd=0.022]
Ep 025/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:41,  1.45it/s, loss=0.718, pair=0.053, adv=3.991, sprd=0.028]
Ep 025/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.51it/s, loss=0.718, pair=0.053, adv=3.991, sprd=0.028]
Ep 025/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.51it/s, loss=0.747, pair=0.084, adv=4.002, sprd=0.027]
Ep 025/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.44it/s, loss=0.747, pair=0.084, adv=4.002, sprd=0.027]
Ep 025/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.44it/s, loss=0.742, pair=0.028, adv=4.164, sprd=0.032]
Ep 025/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.49it/s, loss=0.742, pair=0.028, adv=4.164, sprd=0.032]
Ep 025/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:38,  1.49it/s, loss=0.697, pair=0.007, adv=3.721, sprd=0.024]
Ep 025/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:39,  1.42it/s, loss=0.697, pair=0.007, adv=3.721, sprd=0.024]
Ep 025/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:39,  1.42it/s, loss=0.710, pair=0.005, adv=3.885, sprd=0.027]
Ep 025/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.48it/s, loss=0.710, pair=0.005, adv=3.885, sprd=0.027]
Ep 025/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.48it/s, loss=0.717, pair=0.023, adv=3.439, sprd=0.020]
Ep 025/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.45it/s, loss=0.717, pair=0.023, adv=3.439, sprd=0.020]
Ep 025/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.45it/s, loss=0.697, pair=0.044, adv=3.451, sprd=0.020]
Ep 025/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:34,  1.52it/s, loss=0.697, pair=0.044, adv=3.451, sprd=0.020]
Ep 025/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:34,  1.52it/s, loss=0.777, pair=0.115, adv=3.893, sprd=0.033]
Ep 025/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:35,  1.46it/s, loss=0.777, pair=0.115, adv=3.893, sprd=0.033]
Ep 025/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:35,  1.46it/s, loss=0.694, pair=0.057, adv=3.675, sprd=0.023]
Ep 025/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:33,  1.51it/s, loss=0.694, pair=0.057, adv=3.675, sprd=0.023]
Ep 025/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:33,  1.51it/s, loss=0.679, pair=0.028, adv=3.333, sprd=0.017]
Ep 025/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:34,  1.47it/s, loss=0.679, pair=0.028, adv=3.333, sprd=0.017]
Ep 025/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:34,  1.47it/s, loss=0.712, pair=0.053, adv=3.782, sprd=0.024]
Ep 025/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.52it/s, loss=0.712, pair=0.053, adv=3.782, sprd=0.024]
Ep 025/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.52it/s, loss=0.727, pair=0.051, adv=3.889, sprd=0.027]
Ep 025/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:32,  1.47it/s, loss=0.727, pair=0.051, adv=3.889, sprd=0.027]
Ep 025/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:32,  1.47it/s, loss=0.701, pair=0.027, adv=3.607, sprd=0.026]
Ep 025/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.51it/s, loss=0.701, pair=0.027, adv=3.607, sprd=0.026]
Ep 025/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.51it/s, loss=0.724, pair=0.138, adv=3.630, sprd=0.017]
Ep 025/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.42it/s, loss=0.724, pair=0.138, adv=3.630, sprd=0.017]
Ep 025/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.42it/s, loss=0.704, pair=0.032, adv=3.736, sprd=0.024]
Ep 025/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:30,  1.49it/s, loss=0.704, pair=0.032, adv=3.736, sprd=0.024]
Ep 025/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.49it/s, loss=0.714, pair=0.028, adv=3.656, sprd=0.026]
Ep 025/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:30,  1.42it/s, loss=0.714, pair=0.028, adv=3.656, sprd=0.026]
Ep 025/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.42it/s, loss=0.685, pair=0.063, adv=3.542, sprd=0.018]
Ep 025/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.53it/s, loss=0.685, pair=0.063, adv=3.542, sprd=0.018]
Ep 025/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.53it/s, loss=0.705, pair=0.052, adv=3.543, sprd=0.016]
Ep 025/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:28,  1.45it/s, loss=0.705, pair=0.052, adv=3.543, sprd=0.016]
Ep 025/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:28,  1.45it/s, loss=0.702, pair=0.064, adv=3.852, sprd=0.024]
Ep 025/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.51it/s, loss=0.702, pair=0.064, adv=3.852, sprd=0.024]
Ep 025/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.51it/s, loss=0.715, pair=0.038, adv=3.748, sprd=0.026]
Ep 025/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.44it/s, loss=0.715, pair=0.038, adv=3.748, sprd=0.026]
Ep 025/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.44it/s, loss=0.728, pair=0.081, adv=3.883, sprd=0.027]
Ep 025/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:26,  1.49it/s, loss=0.728, pair=0.081, adv=3.883, sprd=0.027]
Ep 025/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:26,  1.49it/s, loss=0.713, pair=0.034, adv=3.861, sprd=0.022]
Ep 025/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.42it/s, loss=0.713, pair=0.034, adv=3.861, sprd=0.022]
Ep 025/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.42it/s, loss=0.712, pair=0.016, adv=3.514, sprd=0.028]
Ep 025/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.48it/s, loss=0.712, pair=0.016, adv=3.514, sprd=0.028]
Ep 025/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.48it/s, loss=0.722, pair=0.056, adv=3.741, sprd=0.025]
Ep 025/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.41it/s, loss=0.722, pair=0.056, adv=3.741, sprd=0.025]
Ep 025/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.41it/s, loss=0.707, pair=0.067, adv=3.902, sprd=0.024]
Ep 025/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.47it/s, loss=0.707, pair=0.067, adv=3.902, sprd=0.024]
Ep 025/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.47it/s, loss=0.718, pair=0.018, adv=3.505, sprd=0.021]
Ep 025/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:24,  1.41it/s, loss=0.718, pair=0.018, adv=3.505, sprd=0.021]
Ep 025/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:24,  1.41it/s, loss=0.676, pair=0.020, adv=3.709, sprd=0.020]
Ep 025/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.47it/s, loss=0.676, pair=0.020, adv=3.709, sprd=0.020]
Ep 025/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.47it/s, loss=0.719, pair=0.022, adv=3.930, sprd=0.027]
Ep 025/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:22,  1.40it/s, loss=0.719, pair=0.022, adv=3.930, sprd=0.027]
Ep 025/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.40it/s, loss=0.725, pair=0.138, adv=3.788, sprd=0.023]
Ep 025/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.49it/s, loss=0.725, pair=0.138, adv=3.788, sprd=0.023]
Ep 025/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:20,  1.49it/s, loss=0.738, pair=0.092, adv=3.837, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.41it/s, loss=0.738, pair=0.092, adv=3.837, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.41it/s, loss=0.701, pair=0.040, adv=3.724, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.47it/s, loss=0.701, pair=0.040, adv=3.724, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.47it/s, loss=0.783, pair=0.008, adv=3.634, sprd=0.026]
Ep 025/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.42it/s, loss=0.783, pair=0.008, adv=3.634, sprd=0.026]
Ep 025/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.42it/s, loss=0.695, pair=0.049, adv=3.726, sprd=0.023]
Ep 025/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:17,  1.50it/s, loss=0.695, pair=0.049, adv=3.726, sprd=0.023]
Ep 025/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:17,  1.50it/s, loss=0.723, pair=0.022, adv=3.942, sprd=0.028]
Ep 025/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.42it/s, loss=0.723, pair=0.022, adv=3.942, sprd=0.028]
Ep 025/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.42it/s, loss=0.699, pair=0.013, adv=3.887, sprd=0.027]
Ep 025/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.699, pair=0.013, adv=3.887, sprd=0.027]
Ep 025/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.686, pair=0.071, adv=3.425, sprd=0.017]
Ep 025/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:17,  1.41it/s, loss=0.686, pair=0.071, adv=3.425, sprd=0.017]
Ep 025/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:17,  1.41it/s, loss=0.677, pair=0.009, adv=3.441, sprd=0.021]
Ep 025/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.677, pair=0.009, adv=3.441, sprd=0.021]
Ep 025/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.762, pair=0.047, adv=3.623, sprd=0.020]
Ep 025/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.762, pair=0.047, adv=3.623, sprd=0.020]
Ep 025/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.44it/s, loss=0.708, pair=0.073, adv=3.921, sprd=0.022]
Ep 025/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:13,  1.52it/s, loss=0.708, pair=0.073, adv=3.921, sprd=0.022]
Ep 025/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:13,  1.52it/s, loss=0.724, pair=0.151, adv=3.932, sprd=0.019]
Ep 025/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.45it/s, loss=0.724, pair=0.151, adv=3.932, sprd=0.019]
Ep 025/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.45it/s, loss=0.714, pair=0.055, adv=3.783, sprd=0.025]
Ep 025/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.50it/s, loss=0.714, pair=0.055, adv=3.783, sprd=0.025]
Ep 025/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.50it/s, loss=0.728, pair=0.013, adv=3.843, sprd=0.031]
Ep 025/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.43it/s, loss=0.728, pair=0.013, adv=3.843, sprd=0.031]
Ep 025/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.43it/s, loss=0.702, pair=0.014, adv=3.740, sprd=0.026]
Ep 025/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.51it/s, loss=0.702, pair=0.014, adv=3.740, sprd=0.026]
Ep 025/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.51it/s, loss=0.694, pair=0.056, adv=3.344, sprd=0.019]
Ep 025/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.44it/s, loss=0.694, pair=0.056, adv=3.344, sprd=0.019]
Ep 025/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.44it/s, loss=0.697, pair=0.004, adv=3.901, sprd=0.026]
Ep 025/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.50it/s, loss=0.697, pair=0.004, adv=3.901, sprd=0.026]
Ep 025/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.50it/s, loss=0.706, pair=0.037, adv=3.569, sprd=0.020]
Ep 025/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.45it/s, loss=0.706, pair=0.037, adv=3.569, sprd=0.020]
Ep 025/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.45it/s, loss=0.683, pair=0.015, adv=3.710, sprd=0.022]
Ep 025/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.683, pair=0.015, adv=3.710, sprd=0.022]
Ep 025/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.703, pair=0.014, adv=3.588, sprd=0.022]
Ep 025/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.41it/s, loss=0.703, pair=0.014, adv=3.588, sprd=0.022]
Ep 025/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.732, pair=0.019, adv=3.824, sprd=0.032]
Ep 025/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.45it/s, loss=0.732, pair=0.019, adv=3.824, sprd=0.032]
Ep 025/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.45it/s, loss=0.719, pair=0.047, adv=3.872, sprd=0.022]
Ep 025/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.719, pair=0.047, adv=3.872, sprd=0.022]
Ep 025/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.735, pair=0.047, adv=3.859, sprd=0.030]
Ep 025/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.46it/s, loss=0.735, pair=0.047, adv=3.859, sprd=0.030]
Ep 025/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.46it/s, loss=0.910, pair=0.171, adv=3.774, sprd=0.025]
Ep 025/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.910, pair=0.171, adv=3.774, sprd=0.025]
Ep 025/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.748, pair=0.060, adv=3.800, sprd=0.026]
Ep 025/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.748, pair=0.060, adv=3.800, sprd=0.026]
Ep 025/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.741, pair=0.029, adv=3.756, sprd=0.027]
Ep 025/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.40it/s, loss=0.741, pair=0.029, adv=3.756, sprd=0.027]
Ep 025/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.40it/s, loss=0.714, pair=0.033, adv=3.877, sprd=0.026]
Ep 025/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.47it/s, loss=0.714, pair=0.033, adv=3.877, sprd=0.026]
Ep 025/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.47it/s, loss=0.716, pair=0.031, adv=3.770, sprd=0.024]
Ep 025/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.37it/s, loss=0.716, pair=0.031, adv=3.770, sprd=0.024]
Ep 025/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.37it/s, loss=0.681, pair=0.032, adv=3.514, sprd=0.021]
Ep 025/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.681, pair=0.032, adv=3.514, sprd=0.021]
Ep 025/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.715, pair=0.019, adv=4.091, sprd=0.025]
Ep 025/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.39it/s, loss=0.715, pair=0.019, adv=4.091, sprd=0.025]
Ep 025/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.39it/s, loss=0.694, pair=0.027, adv=3.751, sprd=0.022]
Ep 025/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.46it/s, loss=0.694, pair=0.027, adv=3.751, sprd=0.022]
Ep 025/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.46it/s, loss=0.788, pair=0.002, adv=3.917, sprd=0.029]
Ep 025/60 [S2:+mat]: 100%|███| 333/333 [03:49<00:00,  1.40it/s, loss=0.788, pair=0.002, adv=3.917, sprd=0.029]
                                                                                                              
Epoch 025/60 [S2:+mat]  loss=0.7146  mat=0.2331  sens=1.0456  pair=0.0385  adv=3.6766(rand=3.37)  deg=0.0176  orth=0.0058  spread=0.0244  q_mean=49.7  q_std=13.3  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.72e-05  230s

Ep 026/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 026/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.714, pair=0.007, adv=3.443, sprd=0.026]
Ep 026/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:19,  1.14s/it, loss=0.714, pair=0.007, adv=3.443, sprd=0.026]
Ep 026/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:19,  1.14s/it, loss=0.685, pair=0.011, adv=3.595, sprd=0.023]
Ep 026/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:31,  1.22it/s, loss=0.685, pair=0.011, adv=3.595, sprd=0.023]
Ep 026/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:31,  1.22it/s, loss=0.701, pair=0.018, adv=3.590, sprd=0.022]
Ep 026/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:21,  1.26it/s, loss=0.701, pair=0.018, adv=3.590, sprd=0.022]
Ep 026/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:21,  1.26it/s, loss=0.720, pair=0.028, adv=3.697, sprd=0.031]
Ep 026/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:59,  1.37it/s, loss=0.720, pair=0.028, adv=3.697, sprd=0.031]
Ep 026/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:59,  1.37it/s, loss=0.714, pair=0.004, adv=3.563, sprd=0.027]
Ep 026/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:03,  1.35it/s, loss=0.714, pair=0.004, adv=3.563, sprd=0.027]
Ep 026/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:03,  1.35it/s, loss=0.715, pair=0.033, adv=3.436, sprd=0.029]
Ep 026/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:47,  1.44it/s, loss=0.715, pair=0.033, adv=3.436, sprd=0.029]
Ep 026/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:47,  1.44it/s, loss=0.735, pair=0.011, adv=3.630, sprd=0.021]
Ep 026/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:51,  1.41it/s, loss=0.735, pair=0.011, adv=3.630, sprd=0.021]
Ep 026/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:51,  1.41it/s, loss=0.687, pair=0.026, adv=3.761, sprd=0.023]
Ep 026/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:36,  1.50it/s, loss=0.687, pair=0.026, adv=3.761, sprd=0.023]
Ep 026/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:36,  1.50it/s, loss=0.712, pair=0.022, adv=3.492, sprd=0.023]
Ep 026/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:47,  1.43it/s, loss=0.712, pair=0.022, adv=3.492, sprd=0.023]
Ep 026/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:47,  1.43it/s, loss=0.673, pair=0.019, adv=3.592, sprd=0.019]
Ep 026/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:35,  1.50it/s, loss=0.673, pair=0.019, adv=3.592, sprd=0.019]
Ep 026/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:35,  1.50it/s, loss=0.718, pair=0.036, adv=3.714, sprd=0.020]
Ep 026/60 [S2:+mat]:   3%|▏   | 11/333 [00:07<03:43,  1.44it/s, loss=0.718, pair=0.036, adv=3.714, sprd=0.020]
Ep 026/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:43,  1.44it/s, loss=0.679, pair=0.016, adv=3.794, sprd=0.021]
Ep 026/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:33,  1.50it/s, loss=0.679, pair=0.016, adv=3.794, sprd=0.021]
Ep 026/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:33,  1.50it/s, loss=0.710, pair=0.029, adv=3.867, sprd=0.026]
Ep 026/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:42,  1.44it/s, loss=0.710, pair=0.029, adv=3.867, sprd=0.026]
Ep 026/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:42,  1.44it/s, loss=0.724, pair=0.039, adv=3.571, sprd=0.032]
Ep 026/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:33,  1.50it/s, loss=0.724, pair=0.039, adv=3.571, sprd=0.032]
Ep 026/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:33,  1.50it/s, loss=0.726, pair=0.042, adv=3.801, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:45,  1.41it/s, loss=0.726, pair=0.042, adv=3.801, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:45,  1.41it/s, loss=0.695, pair=0.023, adv=3.868, sprd=0.025]
Ep 026/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:34,  1.48it/s, loss=0.695, pair=0.023, adv=3.868, sprd=0.025]
Ep 026/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:34,  1.48it/s, loss=0.835, pair=0.159, adv=3.775, sprd=0.029]
Ep 026/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:49,  1.38it/s, loss=0.835, pair=0.159, adv=3.775, sprd=0.029]
Ep 026/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:49,  1.38it/s, loss=0.696, pair=0.007, adv=3.632, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:33,  1.48it/s, loss=0.696, pair=0.007, adv=3.632, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:33,  1.48it/s, loss=0.696, pair=0.019, adv=3.677, sprd=0.020]
Ep 026/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:53,  1.34it/s, loss=0.696, pair=0.019, adv=3.677, sprd=0.020]
Ep 026/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:53,  1.34it/s, loss=0.688, pair=0.013, adv=3.663, sprd=0.026]
Ep 026/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:39,  1.42it/s, loss=0.688, pair=0.013, adv=3.663, sprd=0.026]
Ep 026/60 [S2:+mat]:   6%|▏   | 20/333 [00:15<03:39,  1.42it/s, loss=0.709, pair=0.009, adv=3.736, sprd=0.024]
Ep 026/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:52,  1.34it/s, loss=0.709, pair=0.009, adv=3.736, sprd=0.024]
Ep 026/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:52,  1.34it/s, loss=0.804, pair=0.054, adv=3.418, sprd=0.019]
Ep 026/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:33,  1.46it/s, loss=0.804, pair=0.054, adv=3.418, sprd=0.019]
Ep 026/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:33,  1.46it/s, loss=0.747, pair=0.027, adv=3.997, sprd=0.032]
Ep 026/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:39,  1.41it/s, loss=0.747, pair=0.027, adv=3.997, sprd=0.032]
Ep 026/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:39,  1.41it/s, loss=0.694, pair=0.017, adv=3.600, sprd=0.025]
Ep 026/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:26,  1.50it/s, loss=0.694, pair=0.017, adv=3.600, sprd=0.025]
Ep 026/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:26,  1.50it/s, loss=0.704, pair=0.016, adv=3.430, sprd=0.023]
Ep 026/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:40,  1.40it/s, loss=0.704, pair=0.016, adv=3.430, sprd=0.023]
Ep 026/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:40,  1.40it/s, loss=0.702, pair=0.027, adv=3.410, sprd=0.026]
Ep 026/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:29,  1.47it/s, loss=0.702, pair=0.027, adv=3.410, sprd=0.026]
Ep 026/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:29,  1.47it/s, loss=0.804, pair=0.038, adv=3.745, sprd=0.027]
Ep 026/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:35,  1.42it/s, loss=0.804, pair=0.038, adv=3.745, sprd=0.027]
Ep 026/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:35,  1.42it/s, loss=0.680, pair=0.001, adv=3.376, sprd=0.020]
Ep 026/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:24,  1.49it/s, loss=0.680, pair=0.001, adv=3.376, sprd=0.020]
Ep 026/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:24,  1.49it/s, loss=0.733, pair=0.021, adv=3.731, sprd=0.026]
Ep 026/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:34,  1.41it/s, loss=0.733, pair=0.021, adv=3.731, sprd=0.026]
Ep 026/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:34,  1.41it/s, loss=0.684, pair=0.019, adv=3.605, sprd=0.021]
Ep 026/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:24,  1.48it/s, loss=0.684, pair=0.019, adv=3.605, sprd=0.021]
Ep 026/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:24,  1.48it/s, loss=0.721, pair=0.015, adv=3.423, sprd=0.025]
Ep 026/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:28,  1.45it/s, loss=0.721, pair=0.015, adv=3.423, sprd=0.025]
Ep 026/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:28,  1.45it/s, loss=0.664, pair=0.023, adv=3.284, sprd=0.017]
Ep 026/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:13,  1.55it/s, loss=0.664, pair=0.023, adv=3.284, sprd=0.017]
Ep 026/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:13,  1.55it/s, loss=0.722, pair=0.002, adv=3.638, sprd=0.026]
Ep 026/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:24,  1.47it/s, loss=0.722, pair=0.002, adv=3.638, sprd=0.026]
Ep 026/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:24,  1.47it/s, loss=0.715, pair=0.043, adv=3.505, sprd=0.027]
Ep 026/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:18,  1.51it/s, loss=0.715, pair=0.043, adv=3.505, sprd=0.027]
Ep 026/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:18,  1.51it/s, loss=0.714, pair=0.019, adv=3.604, sprd=0.026]
Ep 026/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:35,  1.38it/s, loss=0.714, pair=0.019, adv=3.604, sprd=0.026]
Ep 026/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:35,  1.38it/s, loss=0.687, pair=0.011, adv=3.442, sprd=0.023]
Ep 026/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:22,  1.47it/s, loss=0.687, pair=0.011, adv=3.442, sprd=0.023]
Ep 026/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:22,  1.47it/s, loss=0.712, pair=0.022, adv=3.859, sprd=0.023]
Ep 026/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:31,  1.40it/s, loss=0.712, pair=0.022, adv=3.859, sprd=0.023]
Ep 026/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:31,  1.40it/s, loss=0.758, pair=0.118, adv=3.414, sprd=0.020]
Ep 026/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:18,  1.49it/s, loss=0.758, pair=0.118, adv=3.414, sprd=0.020]
Ep 026/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:18,  1.49it/s, loss=0.702, pair=0.062, adv=3.188, sprd=0.021]
Ep 026/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:25,  1.43it/s, loss=0.702, pair=0.062, adv=3.188, sprd=0.021]
Ep 026/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:25,  1.43it/s, loss=0.709, pair=0.050, adv=3.467, sprd=0.023]
Ep 026/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:15,  1.50it/s, loss=0.709, pair=0.050, adv=3.467, sprd=0.023]
Ep 026/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:15,  1.50it/s, loss=0.803, pair=0.183, adv=3.711, sprd=0.029]
Ep 026/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:32,  1.38it/s, loss=0.803, pair=0.183, adv=3.711, sprd=0.029]
Ep 026/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:32,  1.38it/s, loss=0.706, pair=0.014, adv=3.738, sprd=0.028]
Ep 026/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:20,  1.45it/s, loss=0.706, pair=0.014, adv=3.738, sprd=0.028]
Ep 026/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:20,  1.45it/s, loss=0.812, pair=0.029, adv=3.447, sprd=0.031]
Ep 026/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:25,  1.41it/s, loss=0.812, pair=0.029, adv=3.447, sprd=0.031]
Ep 026/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:25,  1.41it/s, loss=0.697, pair=0.010, adv=3.672, sprd=0.023]
Ep 026/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:14,  1.48it/s, loss=0.697, pair=0.010, adv=3.672, sprd=0.023]
Ep 026/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:14,  1.48it/s, loss=0.686, pair=0.014, adv=3.344, sprd=0.021]
Ep 026/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:21,  1.43it/s, loss=0.686, pair=0.014, adv=3.344, sprd=0.021]
Ep 026/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:21,  1.43it/s, loss=0.704, pair=0.016, adv=3.395, sprd=0.024]
Ep 026/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.704, pair=0.016, adv=3.395, sprd=0.024]
Ep 026/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.714, pair=0.037, adv=3.568, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:28,  1.37it/s, loss=0.714, pair=0.037, adv=3.568, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:28,  1.37it/s, loss=0.678, pair=0.002, adv=3.157, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:17,  1.45it/s, loss=0.678, pair=0.002, adv=3.157, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:17,  1.45it/s, loss=0.741, pair=0.016, adv=3.886, sprd=0.029]
Ep 026/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:26,  1.37it/s, loss=0.741, pair=0.016, adv=3.886, sprd=0.029]
Ep 026/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:26,  1.37it/s, loss=0.699, pair=0.046, adv=3.504, sprd=0.022]
Ep 026/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:12,  1.47it/s, loss=0.699, pair=0.046, adv=3.504, sprd=0.022]
Ep 026/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:12,  1.47it/s, loss=0.711, pair=0.030, adv=3.619, sprd=0.024]
Ep 026/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:20,  1.41it/s, loss=0.711, pair=0.030, adv=3.619, sprd=0.024]
Ep 026/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:20,  1.41it/s, loss=0.690, pair=0.005, adv=3.441, sprd=0.023]
Ep 026/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:11,  1.47it/s, loss=0.690, pair=0.005, adv=3.441, sprd=0.023]
Ep 026/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:11,  1.47it/s, loss=0.727, pair=0.031, adv=3.723, sprd=0.028]
Ep 026/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:28,  1.34it/s, loss=0.727, pair=0.031, adv=3.723, sprd=0.028]
Ep 026/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:28,  1.34it/s, loss=0.705, pair=0.051, adv=3.695, sprd=0.020]
Ep 026/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:13,  1.44it/s, loss=0.705, pair=0.051, adv=3.695, sprd=0.020]
Ep 026/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:13,  1.44it/s, loss=0.720, pair=0.091, adv=3.618, sprd=0.022]
Ep 026/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:16,  1.42it/s, loss=0.720, pair=0.091, adv=3.618, sprd=0.022]
Ep 026/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:16,  1.42it/s, loss=0.872, pair=0.652, adv=3.610, sprd=0.020]
Ep 026/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:04,  1.50it/s, loss=0.872, pair=0.652, adv=3.610, sprd=0.020]
Ep 026/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:04,  1.50it/s, loss=0.723, pair=0.096, adv=3.518, sprd=0.021]
Ep 026/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:19,  1.39it/s, loss=0.723, pair=0.096, adv=3.518, sprd=0.021]
Ep 026/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:19,  1.39it/s, loss=0.717, pair=0.077, adv=3.360, sprd=0.026]
Ep 026/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:09,  1.45it/s, loss=0.717, pair=0.077, adv=3.360, sprd=0.026]
Ep 026/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:09,  1.45it/s, loss=0.739, pair=0.030, adv=3.483, sprd=0.030]
Ep 026/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:20,  1.37it/s, loss=0.739, pair=0.030, adv=3.483, sprd=0.030]
Ep 026/60 [S2:+mat]:  18%|▋   | 59/333 [00:42<03:20,  1.37it/s, loss=0.697, pair=0.064, adv=3.319, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:07,  1.46it/s, loss=0.697, pair=0.064, adv=3.319, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:07,  1.46it/s, loss=0.713, pair=0.040, adv=3.430, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:15,  1.39it/s, loss=0.713, pair=0.040, adv=3.430, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:15,  1.39it/s, loss=0.720, pair=0.108, adv=3.596, sprd=0.025]
Ep 026/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:05,  1.46it/s, loss=0.720, pair=0.108, adv=3.596, sprd=0.025]
Ep 026/60 [S2:+mat]:  19%|▋   | 62/333 [00:44<03:05,  1.46it/s, loss=0.744, pair=0.089, adv=3.605, sprd=0.026]
Ep 026/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:12,  1.40it/s, loss=0.744, pair=0.089, adv=3.605, sprd=0.026]
Ep 026/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:12,  1.40it/s, loss=0.706, pair=0.043, adv=3.899, sprd=0.026]
Ep 026/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:03,  1.47it/s, loss=0.706, pair=0.043, adv=3.899, sprd=0.026]
Ep 026/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:03,  1.47it/s, loss=0.811, pair=0.322, adv=3.566, sprd=0.023]
Ep 026/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.811, pair=0.322, adv=3.566, sprd=0.023]
Ep 026/60 [S2:+mat]:  20%|▊   | 65/333 [00:46<03:07,  1.43it/s, loss=0.684, pair=0.008, adv=3.853, sprd=0.024]
Ep 026/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:57,  1.50it/s, loss=0.684, pair=0.008, adv=3.853, sprd=0.024]
Ep 026/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:57,  1.50it/s, loss=0.754, pair=0.046, adv=3.762, sprd=0.028]
Ep 026/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:06,  1.43it/s, loss=0.754, pair=0.046, adv=3.762, sprd=0.028]
Ep 026/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:06,  1.43it/s, loss=0.703, pair=0.033, adv=3.601, sprd=0.024]
Ep 026/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:58,  1.48it/s, loss=0.703, pair=0.033, adv=3.601, sprd=0.024]
Ep 026/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<02:58,  1.48it/s, loss=0.726, pair=0.111, adv=3.819, sprd=0.023]
Ep 026/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:03,  1.44it/s, loss=0.726, pair=0.111, adv=3.819, sprd=0.023]
Ep 026/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:03,  1.44it/s, loss=0.708, pair=0.057, adv=3.728, sprd=0.026]
Ep 026/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:55,  1.49it/s, loss=0.708, pair=0.057, adv=3.728, sprd=0.026]
Ep 026/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:55,  1.49it/s, loss=0.705, pair=0.065, adv=3.632, sprd=0.021]
Ep 026/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<02:57,  1.47it/s, loss=0.705, pair=0.065, adv=3.632, sprd=0.021]
Ep 026/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<02:57,  1.47it/s, loss=0.709, pair=0.024, adv=3.843, sprd=0.026]
Ep 026/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:53,  1.51it/s, loss=0.709, pair=0.024, adv=3.843, sprd=0.026]
Ep 026/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:53,  1.51it/s, loss=0.694, pair=0.001, adv=3.857, sprd=0.023]
Ep 026/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:01,  1.43it/s, loss=0.694, pair=0.001, adv=3.857, sprd=0.023]
Ep 026/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:01,  1.43it/s, loss=0.691, pair=0.054, adv=3.630, sprd=0.019]
Ep 026/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:51,  1.51it/s, loss=0.691, pair=0.054, adv=3.630, sprd=0.019]
Ep 026/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:51,  1.51it/s, loss=0.729, pair=0.001, adv=4.035, sprd=0.026]
Ep 026/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:59,  1.44it/s, loss=0.729, pair=0.001, adv=4.035, sprd=0.026]
Ep 026/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:59,  1.44it/s, loss=0.716, pair=0.085, adv=3.875, sprd=0.026]
Ep 026/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:50,  1.51it/s, loss=0.716, pair=0.085, adv=3.875, sprd=0.026]
Ep 026/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:50,  1.51it/s, loss=0.719, pair=0.053, adv=3.867, sprd=0.026]
Ep 026/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:58,  1.43it/s, loss=0.719, pair=0.053, adv=3.867, sprd=0.026]
Ep 026/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<02:58,  1.43it/s, loss=0.701, pair=0.055, adv=3.606, sprd=0.022]
Ep 026/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.50it/s, loss=0.701, pair=0.055, adv=3.606, sprd=0.022]
Ep 026/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:50,  1.50it/s, loss=0.733, pair=0.022, adv=3.867, sprd=0.029]
Ep 026/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:57,  1.43it/s, loss=0.733, pair=0.022, adv=3.867, sprd=0.029]
Ep 026/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:57,  1.43it/s, loss=0.694, pair=0.006, adv=4.192, sprd=0.026]
Ep 026/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:50,  1.48it/s, loss=0.694, pair=0.006, adv=4.192, sprd=0.026]
Ep 026/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:50,  1.48it/s, loss=0.713, pair=0.034, adv=3.789, sprd=0.023]
Ep 026/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:55,  1.44it/s, loss=0.713, pair=0.034, adv=3.789, sprd=0.023]
Ep 026/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<02:55,  1.44it/s, loss=0.697, pair=0.048, adv=3.885, sprd=0.022]
Ep 026/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:47,  1.50it/s, loss=0.697, pair=0.048, adv=3.885, sprd=0.022]
Ep 026/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:47,  1.50it/s, loss=0.717, pair=0.020, adv=4.127, sprd=0.026]
Ep 026/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:52,  1.45it/s, loss=0.717, pair=0.020, adv=4.127, sprd=0.026]
Ep 026/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:52,  1.45it/s, loss=0.701, pair=0.015, adv=3.988, sprd=0.026]
Ep 026/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:44,  1.51it/s, loss=0.701, pair=0.015, adv=3.988, sprd=0.026]
Ep 026/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:44,  1.51it/s, loss=0.684, pair=0.010, adv=3.337, sprd=0.017]
Ep 026/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:52,  1.43it/s, loss=0.684, pair=0.010, adv=3.337, sprd=0.017]
Ep 026/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:52,  1.43it/s, loss=0.693, pair=0.027, adv=3.965, sprd=0.023]
Ep 026/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:43,  1.51it/s, loss=0.693, pair=0.027, adv=3.965, sprd=0.023]
Ep 026/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:43,  1.51it/s, loss=0.717, pair=0.034, adv=3.592, sprd=0.022]
Ep 026/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:48,  1.46it/s, loss=0.717, pair=0.034, adv=3.592, sprd=0.022]
Ep 026/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:48,  1.46it/s, loss=0.683, pair=0.020, adv=3.469, sprd=0.021]
Ep 026/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:40,  1.53it/s, loss=0.683, pair=0.020, adv=3.469, sprd=0.021]
Ep 026/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:40,  1.53it/s, loss=0.712, pair=0.056, adv=3.649, sprd=0.023]
Ep 026/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:48,  1.45it/s, loss=0.712, pair=0.056, adv=3.649, sprd=0.023]
Ep 026/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:48,  1.45it/s, loss=0.700, pair=0.003, adv=3.714, sprd=0.026]
Ep 026/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:42,  1.50it/s, loss=0.700, pair=0.003, adv=3.714, sprd=0.026]
Ep 026/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:42,  1.50it/s, loss=0.735, pair=0.070, adv=3.711, sprd=0.025]
Ep 026/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:47,  1.44it/s, loss=0.735, pair=0.070, adv=3.711, sprd=0.025]
Ep 026/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:47,  1.44it/s, loss=0.698, pair=0.007, adv=4.033, sprd=0.028]
Ep 026/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:42,  1.49it/s, loss=0.698, pair=0.007, adv=4.033, sprd=0.028]
Ep 026/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:42,  1.49it/s, loss=0.731, pair=0.023, adv=3.918, sprd=0.029]
Ep 026/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:49,  1.41it/s, loss=0.731, pair=0.023, adv=3.918, sprd=0.029]
Ep 026/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:49,  1.41it/s, loss=0.704, pair=0.027, adv=3.973, sprd=0.024]
Ep 026/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.704, pair=0.027, adv=3.973, sprd=0.024]
Ep 026/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.710, pair=0.006, adv=3.531, sprd=0.026]
Ep 026/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:45,  1.44it/s, loss=0.710, pair=0.006, adv=3.531, sprd=0.026]
Ep 026/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:45,  1.44it/s, loss=0.717, pair=0.144, adv=3.383, sprd=0.020]
Ep 026/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:35,  1.53it/s, loss=0.717, pair=0.144, adv=3.383, sprd=0.020]
Ep 026/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:35,  1.53it/s, loss=0.750, pair=0.121, adv=4.233, sprd=0.025]
Ep 026/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:43,  1.44it/s, loss=0.750, pair=0.121, adv=4.233, sprd=0.025]
Ep 026/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:43,  1.44it/s, loss=0.709, pair=0.122, adv=3.649, sprd=0.015]
Ep 026/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:32,  1.54it/s, loss=0.709, pair=0.122, adv=3.649, sprd=0.015]
Ep 026/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:32,  1.54it/s, loss=0.730, pair=0.015, adv=3.432, sprd=0.024]
Ep 026/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:42,  1.44it/s, loss=0.730, pair=0.015, adv=3.432, sprd=0.024]
Ep 026/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:42,  1.44it/s, loss=0.699, pair=0.008, adv=4.134, sprd=0.027]
Ep 026/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:35,  1.50it/s, loss=0.699, pair=0.008, adv=4.134, sprd=0.027]
Ep 026/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:35,  1.50it/s, loss=0.713, pair=0.078, adv=4.028, sprd=0.024]
Ep 026/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:41,  1.44it/s, loss=0.713, pair=0.078, adv=4.028, sprd=0.024]
Ep 026/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:41,  1.44it/s, loss=0.697, pair=0.027, adv=3.771, sprd=0.022]
Ep 026/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:33,  1.50it/s, loss=0.697, pair=0.027, adv=3.771, sprd=0.022]
Ep 026/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:33,  1.50it/s, loss=0.751, pair=0.027, adv=3.746, sprd=0.030]
Ep 026/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:40,  1.43it/s, loss=0.751, pair=0.027, adv=3.746, sprd=0.030]
Ep 026/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:40,  1.43it/s, loss=0.694, pair=0.048, adv=3.917, sprd=0.020]
Ep 026/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:32,  1.50it/s, loss=0.694, pair=0.048, adv=3.917, sprd=0.020]
Ep 026/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:32,  1.50it/s, loss=0.728, pair=0.072, adv=3.789, sprd=0.023]
Ep 026/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:43,  1.39it/s, loss=0.728, pair=0.072, adv=3.789, sprd=0.023]
Ep 026/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:43,  1.39it/s, loss=0.715, pair=0.065, adv=3.698, sprd=0.025]
Ep 026/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:35,  1.46it/s, loss=0.715, pair=0.065, adv=3.698, sprd=0.025]
Ep 026/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:35,  1.46it/s, loss=0.730, pair=0.022, adv=3.510, sprd=0.031]
Ep 026/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:44,  1.37it/s, loss=0.730, pair=0.022, adv=3.510, sprd=0.031]
Ep 026/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:44,  1.37it/s, loss=0.689, pair=0.010, adv=3.484, sprd=0.023]
Ep 026/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:35,  1.45it/s, loss=0.689, pair=0.010, adv=3.484, sprd=0.023]
Ep 026/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:35,  1.45it/s, loss=0.692, pair=0.022, adv=3.784, sprd=0.021]
Ep 026/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.40it/s, loss=0.692, pair=0.022, adv=3.784, sprd=0.021]
Ep 026/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:40,  1.40it/s, loss=0.720, pair=0.150, adv=3.662, sprd=0.021]
Ep 026/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:31,  1.48it/s, loss=0.720, pair=0.150, adv=3.662, sprd=0.021]
Ep 026/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:31,  1.48it/s, loss=0.755, pair=0.066, adv=4.223, sprd=0.032]
Ep 026/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:36,  1.42it/s, loss=0.755, pair=0.066, adv=4.223, sprd=0.032]
Ep 026/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.42it/s, loss=0.729, pair=0.101, adv=3.715, sprd=0.024]
Ep 026/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:29,  1.48it/s, loss=0.729, pair=0.101, adv=3.715, sprd=0.024]
Ep 026/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:29,  1.48it/s, loss=0.714, pair=0.008, adv=3.780, sprd=0.025]
Ep 026/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:33,  1.43it/s, loss=0.714, pair=0.008, adv=3.780, sprd=0.025]
Ep 026/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:33,  1.43it/s, loss=0.685, pair=0.021, adv=3.677, sprd=0.023]
Ep 026/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:26,  1.49it/s, loss=0.685, pair=0.021, adv=3.677, sprd=0.023]
Ep 026/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:26,  1.49it/s, loss=0.693, pair=0.017, adv=3.346, sprd=0.023]
Ep 026/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:32,  1.43it/s, loss=0.693, pair=0.017, adv=3.346, sprd=0.023]
Ep 026/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:32,  1.43it/s, loss=0.677, pair=0.008, adv=3.987, sprd=0.022]
Ep 026/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:25,  1.49it/s, loss=0.677, pair=0.008, adv=3.987, sprd=0.022]
Ep 026/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:25,  1.49it/s, loss=0.677, pair=0.011, adv=3.532, sprd=0.019]
Ep 026/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:29,  1.45it/s, loss=0.677, pair=0.011, adv=3.532, sprd=0.019]
Ep 026/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:29,  1.45it/s, loss=0.679, pair=0.055, adv=3.674, sprd=0.017]
Ep 026/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:20,  1.53it/s, loss=0.679, pair=0.055, adv=3.674, sprd=0.017]
Ep 026/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:20,  1.53it/s, loss=0.711, pair=0.037, adv=3.691, sprd=0.026]
Ep 026/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:29,  1.43it/s, loss=0.711, pair=0.037, adv=3.691, sprd=0.026]
Ep 026/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:29,  1.43it/s, loss=0.719, pair=0.011, adv=4.349, sprd=0.030]
Ep 026/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:23,  1.48it/s, loss=0.719, pair=0.011, adv=4.349, sprd=0.030]
Ep 026/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:23,  1.48it/s, loss=0.702, pair=0.009, adv=3.602, sprd=0.026]
Ep 026/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:27,  1.44it/s, loss=0.702, pair=0.009, adv=3.602, sprd=0.026]
Ep 026/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:27,  1.44it/s, loss=0.684, pair=0.031, adv=4.009, sprd=0.019]
Ep 026/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:19,  1.51it/s, loss=0.684, pair=0.031, adv=4.009, sprd=0.019]
Ep 026/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:19,  1.51it/s, loss=0.733, pair=0.044, adv=3.583, sprd=0.025]
Ep 026/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:31,  1.39it/s, loss=0.733, pair=0.044, adv=3.583, sprd=0.025]
Ep 026/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:31,  1.39it/s, loss=0.694, pair=0.045, adv=3.772, sprd=0.022]
Ep 026/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:23,  1.45it/s, loss=0.694, pair=0.045, adv=3.772, sprd=0.022]
Ep 026/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:23,  1.45it/s, loss=0.725, pair=0.022, adv=4.096, sprd=0.028]
Ep 026/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:29,  1.39it/s, loss=0.725, pair=0.022, adv=4.096, sprd=0.028]
Ep 026/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:29,  1.39it/s, loss=0.705, pair=0.052, adv=3.946, sprd=0.024]
Ep 026/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:22,  1.45it/s, loss=0.705, pair=0.052, adv=3.946, sprd=0.024]
Ep 026/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:22,  1.45it/s, loss=0.728, pair=0.014, adv=3.365, sprd=0.031]
Ep 026/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:27,  1.40it/s, loss=0.728, pair=0.014, adv=3.365, sprd=0.031]
Ep 026/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:27,  1.40it/s, loss=0.702, pair=0.025, adv=3.582, sprd=0.024]
Ep 026/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:20,  1.46it/s, loss=0.702, pair=0.025, adv=3.582, sprd=0.024]
Ep 026/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:20,  1.46it/s, loss=0.689, pair=0.000, adv=3.967, sprd=0.025]
Ep 026/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:25,  1.40it/s, loss=0.689, pair=0.000, adv=3.967, sprd=0.025]
Ep 026/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:25,  1.40it/s, loss=0.706, pair=0.036, adv=3.389, sprd=0.027]
Ep 026/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:17,  1.48it/s, loss=0.706, pair=0.036, adv=3.389, sprd=0.027]
Ep 026/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:17,  1.48it/s, loss=0.731, pair=0.070, adv=3.873, sprd=0.026]
Ep 026/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:22,  1.42it/s, loss=0.731, pair=0.070, adv=3.873, sprd=0.026]
Ep 026/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:22,  1.42it/s, loss=0.706, pair=0.085, adv=3.791, sprd=0.023]
Ep 026/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:14,  1.49it/s, loss=0.706, pair=0.085, adv=3.791, sprd=0.023]
Ep 026/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:14,  1.49it/s, loss=0.723, pair=0.064, adv=3.690, sprd=0.026]
Ep 026/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:20,  1.42it/s, loss=0.723, pair=0.064, adv=3.690, sprd=0.026]
Ep 026/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:20,  1.42it/s, loss=0.696, pair=0.011, adv=3.548, sprd=0.023]
Ep 026/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:12,  1.51it/s, loss=0.696, pair=0.011, adv=3.548, sprd=0.023]
Ep 026/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:12,  1.51it/s, loss=0.715, pair=0.046, adv=3.658, sprd=0.022]
Ep 026/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:16,  1.45it/s, loss=0.715, pair=0.046, adv=3.658, sprd=0.022]
Ep 026/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:16,  1.45it/s, loss=0.710, pair=0.047, adv=3.745, sprd=0.026]
Ep 026/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:11,  1.50it/s, loss=0.710, pair=0.047, adv=3.745, sprd=0.026]
Ep 026/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:11,  1.50it/s, loss=0.722, pair=0.040, adv=3.847, sprd=0.027]
Ep 026/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:16,  1.43it/s, loss=0.722, pair=0.040, adv=3.847, sprd=0.027]
Ep 026/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:16,  1.43it/s, loss=0.731, pair=0.119, adv=3.880, sprd=0.022]
Ep 026/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:09,  1.51it/s, loss=0.731, pair=0.119, adv=3.880, sprd=0.022]
Ep 026/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:09,  1.51it/s, loss=0.782, pair=0.045, adv=3.735, sprd=0.024]
Ep 026/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:14,  1.44it/s, loss=0.782, pair=0.045, adv=3.735, sprd=0.024]
Ep 026/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:14,  1.44it/s, loss=0.691, pair=0.009, adv=3.729, sprd=0.027]
Ep 026/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:08,  1.50it/s, loss=0.691, pair=0.009, adv=3.729, sprd=0.027]
Ep 026/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:08,  1.50it/s, loss=0.715, pair=0.038, adv=3.720, sprd=0.021]
Ep 026/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:14,  1.43it/s, loss=0.715, pair=0.038, adv=3.720, sprd=0.021]
Ep 026/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:14,  1.43it/s, loss=0.722, pair=0.073, adv=4.014, sprd=0.025]
Ep 026/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:08,  1.48it/s, loss=0.722, pair=0.073, adv=4.014, sprd=0.025]
Ep 026/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:08,  1.48it/s, loss=0.714, pair=0.037, adv=4.008, sprd=0.023]
Ep 026/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:13,  1.42it/s, loss=0.714, pair=0.037, adv=4.008, sprd=0.023]
Ep 026/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:13,  1.42it/s, loss=0.715, pair=0.042, adv=3.907, sprd=0.028]
Ep 026/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:07,  1.48it/s, loss=0.715, pair=0.042, adv=3.907, sprd=0.028]
Ep 026/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:07,  1.48it/s, loss=0.728, pair=0.012, adv=4.164, sprd=0.031]
Ep 026/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:14,  1.40it/s, loss=0.728, pair=0.012, adv=4.164, sprd=0.031]
Ep 026/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:14,  1.40it/s, loss=0.707, pair=0.057, adv=3.673, sprd=0.025]
Ep 026/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<02:06,  1.48it/s, loss=0.707, pair=0.057, adv=3.673, sprd=0.025]
Ep 026/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:06,  1.48it/s, loss=0.708, pair=0.013, adv=3.734, sprd=0.028]
Ep 026/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:09,  1.43it/s, loss=0.708, pair=0.013, adv=3.734, sprd=0.028]
Ep 026/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:09,  1.43it/s, loss=0.721, pair=0.112, adv=3.751, sprd=0.024]
Ep 026/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:01,  1.52it/s, loss=0.721, pair=0.112, adv=3.751, sprd=0.024]
Ep 026/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:01,  1.52it/s, loss=0.721, pair=0.141, adv=3.588, sprd=0.021]
Ep 026/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:07,  1.45it/s, loss=0.721, pair=0.141, adv=3.588, sprd=0.021]
Ep 026/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:07,  1.45it/s, loss=0.707, pair=0.080, adv=3.768, sprd=0.022]
Ep 026/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:01,  1.51it/s, loss=0.707, pair=0.080, adv=3.768, sprd=0.022]
Ep 026/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:01,  1.51it/s, loss=0.724, pair=0.004, adv=4.109, sprd=0.029]
Ep 026/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:08,  1.42it/s, loss=0.724, pair=0.004, adv=4.109, sprd=0.029]
Ep 026/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:08,  1.42it/s, loss=0.699, pair=0.050, adv=3.665, sprd=0.023]
Ep 026/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:01,  1.48it/s, loss=0.699, pair=0.050, adv=3.665, sprd=0.023]
Ep 026/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:01,  1.48it/s, loss=0.719, pair=0.033, adv=3.930, sprd=0.026]
Ep 026/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:03,  1.45it/s, loss=0.719, pair=0.033, adv=3.930, sprd=0.026]
Ep 026/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:03,  1.45it/s, loss=0.691, pair=0.040, adv=3.540, sprd=0.020]
Ep 026/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<01:56,  1.54it/s, loss=0.691, pair=0.040, adv=3.540, sprd=0.020]
Ep 026/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<01:56,  1.54it/s, loss=0.718, pair=0.107, adv=3.467, sprd=0.024]
Ep 026/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:02,  1.45it/s, loss=0.718, pair=0.107, adv=3.467, sprd=0.024]
Ep 026/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:02,  1.45it/s, loss=0.704, pair=0.087, adv=3.383, sprd=0.023]
Ep 026/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<01:54,  1.54it/s, loss=0.704, pair=0.087, adv=3.383, sprd=0.023]
Ep 026/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:54,  1.54it/s, loss=0.716, pair=0.087, adv=3.916, sprd=0.021]
Ep 026/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:00,  1.46it/s, loss=0.716, pair=0.087, adv=3.916, sprd=0.021]
Ep 026/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:00,  1.46it/s, loss=0.692, pair=0.047, adv=3.386, sprd=0.022]
Ep 026/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:55,  1.51it/s, loss=0.692, pair=0.047, adv=3.386, sprd=0.022]
Ep 026/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:55,  1.51it/s, loss=0.681, pair=0.023, adv=3.947, sprd=0.022]
Ep 026/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:00,  1.44it/s, loss=0.681, pair=0.023, adv=3.947, sprd=0.022]
Ep 026/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:00,  1.44it/s, loss=0.720, pair=0.031, adv=3.544, sprd=0.030]
Ep 026/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:55,  1.50it/s, loss=0.720, pair=0.031, adv=3.544, sprd=0.030]
Ep 026/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:55,  1.50it/s, loss=0.708, pair=0.023, adv=4.084, sprd=0.025]
Ep 026/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.43it/s, loss=0.708, pair=0.023, adv=4.084, sprd=0.025]
Ep 026/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.43it/s, loss=0.700, pair=0.049, adv=3.777, sprd=0.025]
Ep 026/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:52,  1.52it/s, loss=0.700, pair=0.049, adv=3.777, sprd=0.025]
Ep 026/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:52,  1.52it/s, loss=0.696, pair=0.014, adv=3.831, sprd=0.023]
Ep 026/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<01:56,  1.46it/s, loss=0.696, pair=0.014, adv=3.831, sprd=0.023]
Ep 026/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:56,  1.46it/s, loss=0.702, pair=0.057, adv=3.327, sprd=0.023]
Ep 026/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:51,  1.52it/s, loss=0.702, pair=0.057, adv=3.327, sprd=0.023]
Ep 026/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:51,  1.52it/s, loss=0.709, pair=0.004, adv=3.747, sprd=0.026]
Ep 026/60 [S2:+mat]:  50%|█▍ | 165/333 [01:53<01:55,  1.45it/s, loss=0.709, pair=0.004, adv=3.747, sprd=0.026]
Ep 026/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:55,  1.45it/s, loss=0.708, pair=0.033, adv=3.762, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:51,  1.50it/s, loss=0.708, pair=0.033, adv=3.762, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:51,  1.50it/s, loss=0.708, pair=0.070, adv=3.608, sprd=0.020]
Ep 026/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:53,  1.46it/s, loss=0.708, pair=0.070, adv=3.608, sprd=0.020]
Ep 026/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:53,  1.46it/s, loss=0.711, pair=0.060, adv=3.645, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▌ | 168/333 [01:55<01:49,  1.51it/s, loss=0.711, pair=0.060, adv=3.645, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:49,  1.51it/s, loss=0.686, pair=0.022, adv=3.330, sprd=0.020]
Ep 026/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:50,  1.48it/s, loss=0.686, pair=0.022, adv=3.330, sprd=0.020]
Ep 026/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:50,  1.48it/s, loss=0.687, pair=0.015, adv=3.826, sprd=0.022]
Ep 026/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:46,  1.53it/s, loss=0.687, pair=0.015, adv=3.826, sprd=0.022]
Ep 026/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:46,  1.53it/s, loss=0.810, pair=0.030, adv=3.635, sprd=0.031]
Ep 026/60 [S2:+mat]:  51%|█▌ | 171/333 [01:57<01:51,  1.45it/s, loss=0.810, pair=0.030, adv=3.635, sprd=0.031]
Ep 026/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:51,  1.45it/s, loss=0.718, pair=0.010, adv=3.940, sprd=0.032]
Ep 026/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:48,  1.49it/s, loss=0.718, pair=0.010, adv=3.940, sprd=0.032]
Ep 026/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:48,  1.49it/s, loss=0.755, pair=0.023, adv=3.297, sprd=0.032]
Ep 026/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:53,  1.41it/s, loss=0.755, pair=0.023, adv=3.297, sprd=0.032]
Ep 026/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:53,  1.41it/s, loss=0.706, pair=0.087, adv=3.481, sprd=0.021]
Ep 026/60 [S2:+mat]:  52%|█▌ | 174/333 [01:59<01:46,  1.49it/s, loss=0.706, pair=0.087, adv=3.481, sprd=0.021]
Ep 026/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:46,  1.49it/s, loss=0.784, pair=0.021, adv=3.784, sprd=0.027]
Ep 026/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:51,  1.42it/s, loss=0.784, pair=0.021, adv=3.784, sprd=0.027]
Ep 026/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:51,  1.42it/s, loss=0.685, pair=0.049, adv=3.537, sprd=0.020]
Ep 026/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:44,  1.50it/s, loss=0.685, pair=0.049, adv=3.537, sprd=0.020]
Ep 026/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:44,  1.50it/s, loss=0.717, pair=0.011, adv=3.427, sprd=0.029]
Ep 026/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:53,  1.37it/s, loss=0.717, pair=0.011, adv=3.427, sprd=0.029]
Ep 026/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:53,  1.37it/s, loss=0.693, pair=0.011, adv=3.623, sprd=0.023]
Ep 026/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:47,  1.44it/s, loss=0.693, pair=0.011, adv=3.623, sprd=0.023]
Ep 026/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:47,  1.44it/s, loss=0.728, pair=0.007, adv=3.966, sprd=0.028]
Ep 026/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:50,  1.39it/s, loss=0.728, pair=0.007, adv=3.966, sprd=0.028]
Ep 026/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:50,  1.39it/s, loss=0.699, pair=0.027, adv=3.699, sprd=0.023]
Ep 026/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:44,  1.46it/s, loss=0.699, pair=0.027, adv=3.699, sprd=0.023]
Ep 026/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:44,  1.46it/s, loss=0.728, pair=0.016, adv=4.130, sprd=0.027]
Ep 026/60 [S2:+mat]:  54%|█▋ | 181/333 [02:04<01:49,  1.39it/s, loss=0.728, pair=0.016, adv=4.130, sprd=0.027]
Ep 026/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:49,  1.39it/s, loss=0.682, pair=0.017, adv=3.571, sprd=0.021]
Ep 026/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:43,  1.46it/s, loss=0.682, pair=0.017, adv=3.571, sprd=0.021]
Ep 026/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:43,  1.46it/s, loss=0.787, pair=0.015, adv=3.631, sprd=0.028]
Ep 026/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:45,  1.42it/s, loss=0.787, pair=0.015, adv=3.631, sprd=0.028]
Ep 026/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:45,  1.42it/s, loss=0.694, pair=0.020, adv=3.740, sprd=0.023]
Ep 026/60 [S2:+mat]:  55%|█▋ | 184/333 [02:06<01:41,  1.47it/s, loss=0.694, pair=0.020, adv=3.740, sprd=0.023]
Ep 026/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:41,  1.47it/s, loss=0.694, pair=0.017, adv=3.745, sprd=0.020]
Ep 026/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:47,  1.38it/s, loss=0.694, pair=0.017, adv=3.745, sprd=0.020]
Ep 026/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:47,  1.38it/s, loss=0.720, pair=0.044, adv=4.196, sprd=0.026]
Ep 026/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:39,  1.47it/s, loss=0.720, pair=0.044, adv=4.196, sprd=0.026]
Ep 026/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:39,  1.47it/s, loss=0.708, pair=0.013, adv=3.922, sprd=0.026]
Ep 026/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:47,  1.36it/s, loss=0.708, pair=0.013, adv=3.922, sprd=0.026]
Ep 026/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:47,  1.36it/s, loss=0.691, pair=0.039, adv=3.501, sprd=0.018]
Ep 026/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:39,  1.46it/s, loss=0.691, pair=0.039, adv=3.501, sprd=0.018]
Ep 026/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:39,  1.46it/s, loss=0.705, pair=0.001, adv=3.964, sprd=0.026]
Ep 026/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:44,  1.38it/s, loss=0.705, pair=0.001, adv=3.964, sprd=0.026]
Ep 026/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:44,  1.38it/s, loss=0.709, pair=0.003, adv=4.107, sprd=0.029]
Ep 026/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:39,  1.44it/s, loss=0.709, pair=0.003, adv=4.107, sprd=0.029]
Ep 026/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:39,  1.44it/s, loss=0.726, pair=0.016, adv=3.831, sprd=0.030]
Ep 026/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:42,  1.39it/s, loss=0.726, pair=0.016, adv=3.831, sprd=0.030]
Ep 026/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:42,  1.39it/s, loss=0.718, pair=0.033, adv=3.964, sprd=0.029]
Ep 026/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:37,  1.45it/s, loss=0.718, pair=0.033, adv=3.964, sprd=0.029]
Ep 026/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:37,  1.45it/s, loss=0.699, pair=0.027, adv=3.790, sprd=0.025]
Ep 026/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:40,  1.40it/s, loss=0.699, pair=0.027, adv=3.790, sprd=0.025]
Ep 026/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:40,  1.40it/s, loss=0.705, pair=0.029, adv=3.885, sprd=0.026]
Ep 026/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:35,  1.46it/s, loss=0.705, pair=0.029, adv=3.885, sprd=0.026]
Ep 026/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:35,  1.46it/s, loss=0.785, pair=0.022, adv=3.928, sprd=0.025]
Ep 026/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:38,  1.41it/s, loss=0.785, pair=0.022, adv=3.928, sprd=0.025]
Ep 026/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:38,  1.41it/s, loss=0.694, pair=0.011, adv=4.047, sprd=0.024]
Ep 026/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:32,  1.48it/s, loss=0.694, pair=0.011, adv=4.047, sprd=0.024]
Ep 026/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:32,  1.48it/s, loss=0.707, pair=0.018, adv=4.024, sprd=0.025]
Ep 026/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:36,  1.41it/s, loss=0.707, pair=0.018, adv=4.024, sprd=0.025]
Ep 026/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:36,  1.41it/s, loss=0.728, pair=0.015, adv=3.845, sprd=0.031]
Ep 026/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:31,  1.47it/s, loss=0.728, pair=0.015, adv=3.845, sprd=0.031]
Ep 026/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:31,  1.47it/s, loss=0.722, pair=0.034, adv=3.576, sprd=0.025]
Ep 026/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:36,  1.39it/s, loss=0.722, pair=0.034, adv=3.576, sprd=0.025]
Ep 026/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:36,  1.39it/s, loss=0.720, pair=0.021, adv=4.233, sprd=0.032]
Ep 026/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:31,  1.46it/s, loss=0.720, pair=0.021, adv=4.233, sprd=0.032]
Ep 026/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:31,  1.46it/s, loss=0.710, pair=0.007, adv=3.652, sprd=0.024]
Ep 026/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:34,  1.40it/s, loss=0.710, pair=0.007, adv=3.652, sprd=0.024]
Ep 026/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:34,  1.40it/s, loss=0.707, pair=0.016, adv=4.177, sprd=0.029]
Ep 026/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:29,  1.46it/s, loss=0.707, pair=0.016, adv=4.177, sprd=0.029]
Ep 026/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:29,  1.46it/s, loss=0.715, pair=0.010, adv=3.828, sprd=0.024]
Ep 026/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:32,  1.40it/s, loss=0.715, pair=0.010, adv=3.828, sprd=0.024]
Ep 026/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:32,  1.40it/s, loss=0.695, pair=0.010, adv=3.889, sprd=0.027]
Ep 026/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:27,  1.48it/s, loss=0.695, pair=0.010, adv=3.889, sprd=0.027]
Ep 026/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:27,  1.48it/s, loss=0.694, pair=0.049, adv=3.846, sprd=0.020]
Ep 026/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:31,  1.40it/s, loss=0.694, pair=0.049, adv=3.846, sprd=0.020]
Ep 026/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:31,  1.40it/s, loss=0.687, pair=0.015, adv=3.394, sprd=0.022]
Ep 026/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:25,  1.48it/s, loss=0.687, pair=0.015, adv=3.394, sprd=0.022]
Ep 026/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:25,  1.48it/s, loss=0.695, pair=0.030, adv=3.571, sprd=0.023]
Ep 026/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:28,  1.42it/s, loss=0.695, pair=0.030, adv=3.571, sprd=0.023]
Ep 026/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:28,  1.42it/s, loss=0.700, pair=0.027, adv=3.923, sprd=0.024]
Ep 026/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:24,  1.48it/s, loss=0.700, pair=0.027, adv=3.923, sprd=0.024]
Ep 026/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:24,  1.48it/s, loss=1.218, pair=0.061, adv=3.914, sprd=0.024]
Ep 026/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:25,  1.45it/s, loss=1.218, pair=0.061, adv=3.914, sprd=0.024]
Ep 026/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:25,  1.45it/s, loss=0.710, pair=0.018, adv=3.933, sprd=0.026]
Ep 026/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:21,  1.51it/s, loss=0.710, pair=0.018, adv=3.933, sprd=0.026]
Ep 026/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:21,  1.51it/s, loss=0.714, pair=0.023, adv=3.864, sprd=0.023]
Ep 026/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:24,  1.44it/s, loss=0.714, pair=0.023, adv=3.864, sprd=0.023]
Ep 026/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:24,  1.44it/s, loss=0.682, pair=0.004, adv=3.451, sprd=0.020]
Ep 026/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:19,  1.52it/s, loss=0.682, pair=0.004, adv=3.451, sprd=0.020]
Ep 026/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:19,  1.52it/s, loss=0.697, pair=0.011, adv=3.907, sprd=0.019]
Ep 026/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:23,  1.44it/s, loss=0.697, pair=0.011, adv=3.907, sprd=0.019]
Ep 026/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:23,  1.44it/s, loss=0.693, pair=0.015, adv=3.722, sprd=0.024]
Ep 026/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:19,  1.50it/s, loss=0.693, pair=0.015, adv=3.722, sprd=0.024]
Ep 026/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:19,  1.50it/s, loss=0.692, pair=0.003, adv=3.806, sprd=0.019]
Ep 026/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:23,  1.41it/s, loss=0.692, pair=0.003, adv=3.806, sprd=0.019]
Ep 026/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:23,  1.41it/s, loss=0.708, pair=0.032, adv=3.976, sprd=0.024]
Ep 026/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:19,  1.48it/s, loss=0.708, pair=0.032, adv=3.976, sprd=0.024]
Ep 026/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:19,  1.48it/s, loss=0.711, pair=0.038, adv=3.513, sprd=0.022]
Ep 026/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:20,  1.44it/s, loss=0.711, pair=0.038, adv=3.513, sprd=0.022]
Ep 026/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:20,  1.44it/s, loss=0.679, pair=0.019, adv=3.618, sprd=0.018]
Ep 026/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:15,  1.52it/s, loss=0.679, pair=0.019, adv=3.618, sprd=0.018]
Ep 026/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:15,  1.52it/s, loss=0.708, pair=0.013, adv=3.612, sprd=0.023]
Ep 026/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:17,  1.47it/s, loss=0.708, pair=0.013, adv=3.612, sprd=0.023]
Ep 026/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:17,  1.47it/s, loss=0.684, pair=0.035, adv=3.963, sprd=0.017]
Ep 026/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:13,  1.54it/s, loss=0.684, pair=0.035, adv=3.963, sprd=0.017]
Ep 026/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:13,  1.54it/s, loss=0.709, pair=0.005, adv=3.395, sprd=0.028]
Ep 026/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:15,  1.48it/s, loss=0.709, pair=0.005, adv=3.395, sprd=0.028]
Ep 026/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:15,  1.48it/s, loss=0.716, pair=0.030, adv=3.543, sprd=0.029]
Ep 026/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:12,  1.53it/s, loss=0.716, pair=0.030, adv=3.543, sprd=0.029]
Ep 026/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:12,  1.53it/s, loss=0.699, pair=0.013, adv=4.069, sprd=0.021]
Ep 026/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:16,  1.44it/s, loss=0.699, pair=0.013, adv=4.069, sprd=0.021]
Ep 026/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:16,  1.44it/s, loss=0.687, pair=0.011, adv=3.621, sprd=0.024]
Ep 026/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:12,  1.50it/s, loss=0.687, pair=0.011, adv=3.621, sprd=0.024]
Ep 026/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:12,  1.50it/s, loss=0.712, pair=0.022, adv=3.719, sprd=0.023]
Ep 026/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:15,  1.43it/s, loss=0.712, pair=0.022, adv=3.719, sprd=0.023]
Ep 026/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:15,  1.43it/s, loss=0.687, pair=0.004, adv=3.622, sprd=0.023]
Ep 026/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:11,  1.49it/s, loss=0.687, pair=0.004, adv=3.622, sprd=0.023]
Ep 026/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.49it/s, loss=0.713, pair=0.025, adv=3.596, sprd=0.024]
Ep 026/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:13,  1.44it/s, loss=0.713, pair=0.025, adv=3.596, sprd=0.024]
Ep 026/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:13,  1.44it/s, loss=0.680, pair=0.016, adv=3.550, sprd=0.021]
Ep 026/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.50it/s, loss=0.680, pair=0.016, adv=3.550, sprd=0.021]
Ep 026/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.50it/s, loss=0.705, pair=0.019, adv=3.839, sprd=0.025]
Ep 026/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:12,  1.44it/s, loss=0.705, pair=0.019, adv=3.839, sprd=0.025]
Ep 026/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:12,  1.44it/s, loss=0.692, pair=0.022, adv=3.898, sprd=0.023]
Ep 026/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:07,  1.52it/s, loss=0.692, pair=0.022, adv=3.898, sprd=0.023]
Ep 026/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:07,  1.52it/s, loss=0.680, pair=0.010, adv=3.781, sprd=0.019]
Ep 026/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:11,  1.43it/s, loss=0.680, pair=0.010, adv=3.781, sprd=0.019]
Ep 026/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:11,  1.43it/s, loss=0.708, pair=0.009, adv=3.699, sprd=0.030]
Ep 026/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:07,  1.49it/s, loss=0.708, pair=0.009, adv=3.699, sprd=0.030]
Ep 026/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:07,  1.49it/s, loss=0.700, pair=0.005, adv=3.314, sprd=0.023]
Ep 026/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:09,  1.44it/s, loss=0.700, pair=0.005, adv=3.314, sprd=0.023]
Ep 026/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:09,  1.44it/s, loss=0.695, pair=0.016, adv=4.096, sprd=0.025]
Ep 026/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:06,  1.49it/s, loss=0.695, pair=0.016, adv=4.096, sprd=0.025]
Ep 026/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:06,  1.49it/s, loss=0.719, pair=0.014, adv=3.897, sprd=0.025]
Ep 026/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.44it/s, loss=0.719, pair=0.014, adv=3.897, sprd=0.025]
Ep 026/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.44it/s, loss=0.717, pair=0.013, adv=3.408, sprd=0.030]
Ep 026/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:04,  1.50it/s, loss=0.717, pair=0.013, adv=3.408, sprd=0.030]
Ep 026/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:04,  1.50it/s, loss=0.770, pair=0.012, adv=3.439, sprd=0.021]
Ep 026/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:06,  1.44it/s, loss=0.770, pair=0.012, adv=3.439, sprd=0.021]
Ep 026/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:06,  1.44it/s, loss=0.688, pair=0.015, adv=3.962, sprd=0.024]
Ep 026/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.688, pair=0.015, adv=3.962, sprd=0.024]
Ep 026/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.698, pair=0.003, adv=3.744, sprd=0.022]
Ep 026/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:05,  1.43it/s, loss=0.698, pair=0.003, adv=3.744, sprd=0.022]
Ep 026/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:05,  1.43it/s, loss=0.694, pair=0.026, adv=3.437, sprd=0.025]
Ep 026/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:01,  1.51it/s, loss=0.694, pair=0.026, adv=3.437, sprd=0.025]
Ep 026/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:01,  1.51it/s, loss=0.664, pair=0.027, adv=2.958, sprd=0.018]
Ep 026/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.43it/s, loss=0.664, pair=0.027, adv=2.958, sprd=0.018]
Ep 026/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.43it/s, loss=0.703, pair=0.006, adv=3.864, sprd=0.025]
Ep 026/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:01,  1.48it/s, loss=0.703, pair=0.006, adv=3.864, sprd=0.025]
Ep 026/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.48it/s, loss=0.719, pair=0.017, adv=3.743, sprd=0.024]
Ep 026/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:03,  1.42it/s, loss=0.719, pair=0.017, adv=3.743, sprd=0.024]
Ep 026/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.42it/s, loss=0.700, pair=0.022, adv=3.942, sprd=0.025]
Ep 026/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.48it/s, loss=0.700, pair=0.022, adv=3.942, sprd=0.025]
Ep 026/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.48it/s, loss=0.705, pair=0.010, adv=3.701, sprd=0.026]
Ep 026/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:01,  1.44it/s, loss=0.705, pair=0.010, adv=3.701, sprd=0.026]
Ep 026/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.44it/s, loss=0.684, pair=0.004, adv=3.789, sprd=0.023]
Ep 026/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:58,  1.49it/s, loss=0.684, pair=0.004, adv=3.789, sprd=0.023]
Ep 026/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.49it/s, loss=0.708, pair=0.020, adv=3.954, sprd=0.023]
Ep 026/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:01,  1.39it/s, loss=0.708, pair=0.020, adv=3.954, sprd=0.023]
Ep 026/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:01,  1.39it/s, loss=0.732, pair=0.016, adv=3.672, sprd=0.032]
Ep 026/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:58,  1.46it/s, loss=0.732, pair=0.016, adv=3.672, sprd=0.032]
Ep 026/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:58,  1.46it/s, loss=0.721, pair=0.031, adv=3.781, sprd=0.026]
Ep 026/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<00:59,  1.41it/s, loss=0.721, pair=0.031, adv=3.781, sprd=0.026]
Ep 026/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.41it/s, loss=0.692, pair=0.038, adv=3.343, sprd=0.021]
Ep 026/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:55,  1.49it/s, loss=0.692, pair=0.038, adv=3.343, sprd=0.021]
Ep 026/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.49it/s, loss=0.715, pair=0.025, adv=4.098, sprd=0.026]
Ep 026/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.42it/s, loss=0.715, pair=0.025, adv=4.098, sprd=0.026]
Ep 026/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.42it/s, loss=0.708, pair=0.011, adv=3.680, sprd=0.026]
Ep 026/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:54,  1.48it/s, loss=0.708, pair=0.011, adv=3.680, sprd=0.026]
Ep 026/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:54,  1.48it/s, loss=0.693, pair=0.032, adv=3.563, sprd=0.020]
Ep 026/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:55,  1.44it/s, loss=0.693, pair=0.032, adv=3.563, sprd=0.020]
Ep 026/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.44it/s, loss=0.714, pair=0.019, adv=4.190, sprd=0.026]
Ep 026/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:52,  1.50it/s, loss=0.714, pair=0.019, adv=4.190, sprd=0.026]
Ep 026/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:52,  1.50it/s, loss=0.738, pair=0.020, adv=3.902, sprd=0.030]
Ep 026/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:54,  1.43it/s, loss=0.738, pair=0.020, adv=3.902, sprd=0.030]
Ep 026/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:54,  1.43it/s, loss=0.716, pair=0.052, adv=3.985, sprd=0.024]
Ep 026/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.50it/s, loss=0.716, pair=0.052, adv=3.985, sprd=0.024]
Ep 026/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:51,  1.50it/s, loss=0.725, pair=0.036, adv=3.680, sprd=0.026]
Ep 026/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:54,  1.39it/s, loss=0.725, pair=0.036, adv=3.680, sprd=0.026]
Ep 026/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:54,  1.39it/s, loss=0.705, pair=0.014, adv=3.571, sprd=0.028]
Ep 026/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:51,  1.46it/s, loss=0.705, pair=0.014, adv=3.571, sprd=0.028]
Ep 026/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:51,  1.46it/s, loss=0.714, pair=0.023, adv=3.597, sprd=0.028]
Ep 026/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:52,  1.40it/s, loss=0.714, pair=0.023, adv=3.597, sprd=0.028]
Ep 026/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.40it/s, loss=0.702, pair=0.035, adv=3.908, sprd=0.024]
Ep 026/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:49,  1.46it/s, loss=0.702, pair=0.035, adv=3.908, sprd=0.024]
Ep 026/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:49,  1.46it/s, loss=0.724, pair=0.017, adv=3.767, sprd=0.026]
Ep 026/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:51,  1.40it/s, loss=0.724, pair=0.017, adv=3.767, sprd=0.026]
Ep 026/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:51,  1.40it/s, loss=0.704, pair=0.017, adv=3.604, sprd=0.023]
Ep 026/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:48,  1.46it/s, loss=0.704, pair=0.017, adv=3.604, sprd=0.023]
Ep 026/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.46it/s, loss=0.668, pair=0.007, adv=3.256, sprd=0.018]
Ep 026/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:49,  1.42it/s, loss=0.668, pair=0.007, adv=3.256, sprd=0.018]
Ep 026/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:49,  1.42it/s, loss=0.722, pair=0.026, adv=3.479, sprd=0.029]
Ep 026/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:46,  1.48it/s, loss=0.722, pair=0.026, adv=3.479, sprd=0.029]
Ep 026/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:46,  1.48it/s, loss=0.713, pair=0.032, adv=3.913, sprd=0.026]
Ep 026/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:48,  1.41it/s, loss=0.713, pair=0.032, adv=3.913, sprd=0.026]
Ep 026/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:48,  1.41it/s, loss=0.723, pair=0.064, adv=3.901, sprd=0.028]
Ep 026/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:45,  1.47it/s, loss=0.723, pair=0.064, adv=3.901, sprd=0.028]
Ep 026/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:45,  1.47it/s, loss=0.720, pair=0.046, adv=3.436, sprd=0.028]
Ep 026/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.43it/s, loss=0.720, pair=0.046, adv=3.436, sprd=0.028]
Ep 026/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.43it/s, loss=0.701, pair=0.021, adv=4.120, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:43,  1.49it/s, loss=0.701, pair=0.021, adv=4.120, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:43,  1.49it/s, loss=0.695, pair=0.008, adv=3.365, sprd=0.021]
Ep 026/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:44,  1.45it/s, loss=0.695, pair=0.008, adv=3.365, sprd=0.021]
Ep 026/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:44,  1.45it/s, loss=0.697, pair=0.024, adv=3.678, sprd=0.022]
Ep 026/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:41,  1.51it/s, loss=0.697, pair=0.024, adv=3.678, sprd=0.022]
Ep 026/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:41,  1.51it/s, loss=0.709, pair=0.031, adv=3.761, sprd=0.028]
Ep 026/60 [S2:+mat]:  81%|██▍| 271/333 [03:06<00:42,  1.44it/s, loss=0.709, pair=0.031, adv=3.761, sprd=0.028]
Ep 026/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:42,  1.44it/s, loss=0.707, pair=0.027, adv=3.657, sprd=0.027]
Ep 026/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:40,  1.50it/s, loss=0.707, pair=0.027, adv=3.657, sprd=0.027]
Ep 026/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:40,  1.50it/s, loss=0.683, pair=0.008, adv=3.316, sprd=0.022]
Ep 026/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:42,  1.43it/s, loss=0.683, pair=0.008, adv=3.316, sprd=0.022]
Ep 026/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:42,  1.43it/s, loss=0.688, pair=0.005, adv=3.614, sprd=0.024]
Ep 026/60 [S2:+mat]:  82%|██▍| 274/333 [03:08<00:39,  1.48it/s, loss=0.688, pair=0.005, adv=3.614, sprd=0.024]
Ep 026/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.48it/s, loss=0.697, pair=0.012, adv=3.495, sprd=0.023]
Ep 026/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:40,  1.42it/s, loss=0.697, pair=0.012, adv=3.495, sprd=0.023]
Ep 026/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.42it/s, loss=0.707, pair=0.002, adv=3.727, sprd=0.028]
Ep 026/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.47it/s, loss=0.707, pair=0.002, adv=3.727, sprd=0.028]
Ep 026/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.47it/s, loss=0.768, pair=0.009, adv=3.427, sprd=0.023]
Ep 026/60 [S2:+mat]:  83%|██▍| 277/333 [03:10<00:39,  1.43it/s, loss=0.768, pair=0.009, adv=3.427, sprd=0.023]
Ep 026/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:39,  1.43it/s, loss=0.697, pair=0.016, adv=3.867, sprd=0.026]
Ep 026/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:36,  1.49it/s, loss=0.697, pair=0.016, adv=3.867, sprd=0.026]
Ep 026/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:36,  1.49it/s, loss=0.718, pair=0.012, adv=3.356, sprd=0.025]
Ep 026/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.43it/s, loss=0.718, pair=0.012, adv=3.356, sprd=0.025]
Ep 026/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.43it/s, loss=0.685, pair=0.019, adv=3.599, sprd=0.021]
Ep 026/60 [S2:+mat]:  84%|██▌| 280/333 [03:12<00:34,  1.51it/s, loss=0.685, pair=0.019, adv=3.599, sprd=0.021]
Ep 026/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:34,  1.51it/s, loss=0.729, pair=0.018, adv=3.688, sprd=0.027]
Ep 026/60 [S2:+mat]:  84%|██▌| 281/333 [03:13<00:37,  1.37it/s, loss=0.729, pair=0.018, adv=3.688, sprd=0.027]
Ep 026/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:37,  1.37it/s, loss=0.692, pair=0.028, adv=3.375, sprd=0.020]
Ep 026/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.46it/s, loss=0.692, pair=0.028, adv=3.375, sprd=0.020]
Ep 026/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.46it/s, loss=0.709, pair=0.060, adv=3.643, sprd=0.024]
Ep 026/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:36,  1.38it/s, loss=0.709, pair=0.060, adv=3.643, sprd=0.024]
Ep 026/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:36,  1.38it/s, loss=0.716, pair=0.012, adv=3.903, sprd=0.032]
Ep 026/60 [S2:+mat]:  85%|██▌| 284/333 [03:15<00:34,  1.44it/s, loss=0.716, pair=0.012, adv=3.903, sprd=0.032]
Ep 026/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:34,  1.44it/s, loss=0.708, pair=0.006, adv=4.071, sprd=0.025]
Ep 026/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:35,  1.34it/s, loss=0.708, pair=0.006, adv=4.071, sprd=0.025]
Ep 026/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:35,  1.34it/s, loss=0.694, pair=0.014, adv=4.036, sprd=0.026]
Ep 026/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:32,  1.43it/s, loss=0.694, pair=0.014, adv=4.036, sprd=0.026]
Ep 026/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:32,  1.43it/s, loss=0.788, pair=0.005, adv=3.837, sprd=0.029]
Ep 026/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:33,  1.38it/s, loss=0.788, pair=0.005, adv=3.837, sprd=0.029]
Ep 026/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:33,  1.38it/s, loss=0.706, pair=0.013, adv=3.602, sprd=0.027]
Ep 026/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:30,  1.45it/s, loss=0.706, pair=0.013, adv=3.602, sprd=0.027]
Ep 026/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.45it/s, loss=0.702, pair=0.007, adv=3.665, sprd=0.022]
Ep 026/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:31,  1.42it/s, loss=0.702, pair=0.007, adv=3.665, sprd=0.022]
Ep 026/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:31,  1.42it/s, loss=0.690, pair=0.007, adv=3.898, sprd=0.023]
Ep 026/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:29,  1.48it/s, loss=0.690, pair=0.007, adv=3.898, sprd=0.023]
Ep 026/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:29,  1.48it/s, loss=0.713, pair=0.021, adv=3.432, sprd=0.022]
Ep 026/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:29,  1.43it/s, loss=0.713, pair=0.021, adv=3.432, sprd=0.022]
Ep 026/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.43it/s, loss=0.695, pair=0.010, adv=3.708, sprd=0.024]
Ep 026/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.49it/s, loss=0.695, pair=0.010, adv=3.708, sprd=0.024]
Ep 026/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.49it/s, loss=0.710, pair=0.026, adv=3.700, sprd=0.021]
Ep 026/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.44it/s, loss=0.710, pair=0.026, adv=3.700, sprd=0.021]
Ep 026/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.44it/s, loss=0.688, pair=0.017, adv=3.714, sprd=0.023]
Ep 026/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:25,  1.52it/s, loss=0.688, pair=0.017, adv=3.714, sprd=0.023]
Ep 026/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.52it/s, loss=0.687, pair=0.012, adv=3.439, sprd=0.020]
Ep 026/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.45it/s, loss=0.687, pair=0.012, adv=3.439, sprd=0.020]
Ep 026/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.45it/s, loss=0.696, pair=0.022, adv=3.839, sprd=0.023]
Ep 026/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.52it/s, loss=0.696, pair=0.022, adv=3.839, sprd=0.023]
Ep 026/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.52it/s, loss=0.714, pair=0.040, adv=3.884, sprd=0.024]
Ep 026/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:24,  1.44it/s, loss=0.714, pair=0.040, adv=3.884, sprd=0.024]
Ep 026/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:24,  1.44it/s, loss=0.690, pair=0.011, adv=3.645, sprd=0.022]
Ep 026/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:22,  1.53it/s, loss=0.690, pair=0.011, adv=3.645, sprd=0.022]
Ep 026/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:22,  1.53it/s, loss=0.694, pair=0.005, adv=3.575, sprd=0.022]
Ep 026/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:23,  1.44it/s, loss=0.694, pair=0.005, adv=3.575, sprd=0.022]
Ep 026/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:23,  1.44it/s, loss=0.704, pair=0.020, adv=4.020, sprd=0.026]
Ep 026/60 [S2:+mat]:  90%|██▋| 300/333 [03:26<00:21,  1.51it/s, loss=0.704, pair=0.020, adv=4.020, sprd=0.026]
Ep 026/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:21,  1.51it/s, loss=0.722, pair=0.011, adv=3.715, sprd=0.026]
Ep 026/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:22,  1.44it/s, loss=0.722, pair=0.011, adv=3.715, sprd=0.026]
Ep 026/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.44it/s, loss=0.705, pair=0.029, adv=3.840, sprd=0.025]
Ep 026/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.49it/s, loss=0.705, pair=0.029, adv=3.840, sprd=0.025]
Ep 026/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.49it/s, loss=0.718, pair=0.049, adv=3.734, sprd=0.022]
Ep 026/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:21,  1.42it/s, loss=0.718, pair=0.049, adv=3.734, sprd=0.022]
Ep 026/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.42it/s, loss=0.694, pair=0.024, adv=3.931, sprd=0.027]
Ep 026/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.49it/s, loss=0.694, pair=0.024, adv=3.931, sprd=0.027]
Ep 026/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.49it/s, loss=0.698, pair=0.014, adv=3.750, sprd=0.022]
Ep 026/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.43it/s, loss=0.698, pair=0.014, adv=3.750, sprd=0.022]
Ep 026/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.43it/s, loss=0.707, pair=0.023, adv=3.852, sprd=0.026]
Ep 026/60 [S2:+mat]:  92%|██▊| 306/333 [03:30<00:18,  1.48it/s, loss=0.707, pair=0.023, adv=3.852, sprd=0.026]
Ep 026/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.48it/s, loss=0.702, pair=0.018, adv=3.706, sprd=0.025]
Ep 026/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.702, pair=0.018, adv=3.706, sprd=0.025]
Ep 026/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.44it/s, loss=0.695, pair=0.015, adv=3.733, sprd=0.023]
Ep 026/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.695, pair=0.015, adv=3.733, sprd=0.023]
Ep 026/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.49it/s, loss=0.685, pair=0.012, adv=3.554, sprd=0.020]
Ep 026/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.685, pair=0.012, adv=3.554, sprd=0.020]
Ep 026/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.703, pair=0.017, adv=3.776, sprd=0.025]
Ep 026/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.703, pair=0.017, adv=3.776, sprd=0.025]
Ep 026/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.719, pair=0.032, adv=3.598, sprd=0.023]
Ep 026/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.41it/s, loss=0.719, pair=0.032, adv=3.598, sprd=0.023]
Ep 026/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.41it/s, loss=0.700, pair=0.021, adv=3.442, sprd=0.024]
Ep 026/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:14,  1.49it/s, loss=0.700, pair=0.021, adv=3.442, sprd=0.024]
Ep 026/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:14,  1.49it/s, loss=0.730, pair=0.018, adv=4.093, sprd=0.029]
Ep 026/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:14,  1.38it/s, loss=0.730, pair=0.018, adv=4.093, sprd=0.029]
Ep 026/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:14,  1.38it/s, loss=0.711, pair=0.051, adv=3.647, sprd=0.024]
Ep 026/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:13,  1.45it/s, loss=0.711, pair=0.051, adv=3.647, sprd=0.024]
Ep 026/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:13,  1.45it/s, loss=0.689, pair=0.013, adv=3.922, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.42it/s, loss=0.689, pair=0.013, adv=3.922, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.42it/s, loss=0.776, pair=0.033, adv=3.927, sprd=0.031]
Ep 026/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.48it/s, loss=0.776, pair=0.033, adv=3.927, sprd=0.031]
Ep 026/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.48it/s, loss=0.785, pair=0.035, adv=3.810, sprd=0.023]
Ep 026/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.43it/s, loss=0.785, pair=0.035, adv=3.810, sprd=0.023]
Ep 026/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.43it/s, loss=0.686, pair=0.030, adv=3.640, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.49it/s, loss=0.686, pair=0.030, adv=3.640, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.49it/s, loss=0.746, pair=0.023, adv=3.633, sprd=0.026]
Ep 026/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.42it/s, loss=0.746, pair=0.023, adv=3.633, sprd=0.026]
Ep 026/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.42it/s, loss=0.692, pair=0.027, adv=3.696, sprd=0.023]
Ep 026/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.692, pair=0.027, adv=3.696, sprd=0.023]
Ep 026/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.714, pair=0.010, adv=3.702, sprd=0.027]
Ep 026/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.714, pair=0.010, adv=3.702, sprd=0.027]
Ep 026/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.678, pair=0.015, adv=3.442, sprd=0.020]
Ep 026/60 [S2:+mat]:  97%|██▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.678, pair=0.015, adv=3.442, sprd=0.020]
Ep 026/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.703, pair=0.010, adv=3.476, sprd=0.025]
Ep 026/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:07,  1.43it/s, loss=0.703, pair=0.010, adv=3.476, sprd=0.025]
Ep 026/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.43it/s, loss=0.700, pair=0.017, adv=3.757, sprd=0.026]
Ep 026/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.700, pair=0.017, adv=3.757, sprd=0.026]
Ep 026/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.714, pair=0.009, adv=3.953, sprd=0.026]
Ep 026/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.714, pair=0.009, adv=3.953, sprd=0.026]
Ep 026/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.703, pair=0.036, adv=3.408, sprd=0.022]
Ep 026/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.703, pair=0.036, adv=3.408, sprd=0.022]
Ep 026/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.768, pair=0.011, adv=3.707, sprd=0.021]
Ep 026/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.768, pair=0.011, adv=3.707, sprd=0.021]
Ep 026/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.700, pair=0.014, adv=3.513, sprd=0.023]
Ep 026/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.700, pair=0.014, adv=3.513, sprd=0.023]
Ep 026/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.695, pair=0.033, adv=3.174, sprd=0.027]
Ep 026/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.40it/s, loss=0.695, pair=0.033, adv=3.174, sprd=0.027]
Ep 026/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.40it/s, loss=0.701, pair=0.009, adv=4.096, sprd=0.026]
Ep 026/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.701, pair=0.009, adv=4.096, sprd=0.026]
Ep 026/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.683, pair=0.010, adv=3.242, sprd=0.025]
Ep 026/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.683, pair=0.010, adv=3.242, sprd=0.025]
Ep 026/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.694, pair=0.072, adv=3.539, sprd=0.021]
Ep 026/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.694, pair=0.072, adv=3.539, sprd=0.021]
Ep 026/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.725, pair=0.040, adv=4.002, sprd=0.029]
Ep 026/60 [S2:+mat]: 100%|███| 333/333 [03:49<00:00,  1.43it/s, loss=0.725, pair=0.040, adv=4.002, sprd=0.029]
                                                                                                              
Epoch 026/60 [S2:+mat]  loss=0.7129  mat=0.2348  sens=1.0423  pair=0.0337  adv=3.7090(rand=3.37)  deg=0.0150  orth=0.0059  spread=0.0244  q_mean=49.6  q_std=13.4  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.48e-05  230s

Ep 027/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 027/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.716, pair=0.011, adv=3.967, sprd=0.026]
Ep 027/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:23,  1.15s/it, loss=0.716, pair=0.011, adv=3.967, sprd=0.026]
Ep 027/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:23,  1.15s/it, loss=0.701, pair=0.008, adv=3.736, sprd=0.026]
Ep 027/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:37,  1.19it/s, loss=0.701, pair=0.008, adv=3.736, sprd=0.026]
Ep 027/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:37,  1.19it/s, loss=0.715, pair=0.044, adv=3.500, sprd=0.024]
Ep 027/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:23,  1.25it/s, loss=0.715, pair=0.044, adv=3.500, sprd=0.024]
Ep 027/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:23,  1.25it/s, loss=0.698, pair=0.034, adv=3.255, sprd=0.027]
Ep 027/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.39it/s, loss=0.698, pair=0.034, adv=3.255, sprd=0.027]
Ep 027/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.39it/s, loss=0.789, pair=0.025, adv=3.997, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:01,  1.36it/s, loss=0.789, pair=0.025, adv=3.997, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:01,  1.36it/s, loss=0.715, pair=0.024, adv=3.688, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:47,  1.43it/s, loss=0.715, pair=0.024, adv=3.688, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:47,  1.43it/s, loss=0.704, pair=0.053, adv=3.916, sprd=0.019]
Ep 027/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:58,  1.37it/s, loss=0.704, pair=0.053, adv=3.916, sprd=0.019]
Ep 027/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:58,  1.37it/s, loss=0.719, pair=0.081, adv=3.461, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:41,  1.46it/s, loss=0.719, pair=0.081, adv=3.461, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:41,  1.46it/s, loss=0.730, pair=0.063, adv=3.680, sprd=0.025]
Ep 027/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:57,  1.36it/s, loss=0.730, pair=0.063, adv=3.680, sprd=0.025]
Ep 027/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:57,  1.36it/s, loss=0.707, pair=0.018, adv=3.383, sprd=0.026]
Ep 027/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:42,  1.45it/s, loss=0.707, pair=0.018, adv=3.383, sprd=0.026]
Ep 027/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:42,  1.45it/s, loss=0.723, pair=0.029, adv=3.801, sprd=0.022]
Ep 027/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:49,  1.40it/s, loss=0.723, pair=0.029, adv=3.801, sprd=0.022]
Ep 027/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:49,  1.40it/s, loss=0.722, pair=0.038, adv=3.984, sprd=0.026]
Ep 027/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:37,  1.48it/s, loss=0.722, pair=0.038, adv=3.984, sprd=0.026]
Ep 027/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:37,  1.48it/s, loss=0.697, pair=0.044, adv=3.419, sprd=0.020]
Ep 027/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:43,  1.43it/s, loss=0.697, pair=0.044, adv=3.419, sprd=0.020]
Ep 027/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:43,  1.43it/s, loss=0.712, pair=0.007, adv=3.716, sprd=0.029]
Ep 027/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:35,  1.48it/s, loss=0.712, pair=0.007, adv=3.716, sprd=0.029]
Ep 027/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:35,  1.48it/s, loss=0.782, pair=0.036, adv=3.680, sprd=0.021]
Ep 027/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:45,  1.41it/s, loss=0.782, pair=0.036, adv=3.680, sprd=0.021]
Ep 027/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:45,  1.41it/s, loss=0.697, pair=0.029, adv=3.767, sprd=0.023]
Ep 027/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:34,  1.48it/s, loss=0.697, pair=0.029, adv=3.767, sprd=0.023]
Ep 027/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:34,  1.48it/s, loss=0.731, pair=0.035, adv=3.902, sprd=0.026]
Ep 027/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:41,  1.43it/s, loss=0.731, pair=0.035, adv=3.902, sprd=0.026]
Ep 027/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:41,  1.43it/s, loss=0.721, pair=0.058, adv=3.468, sprd=0.027]
Ep 027/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:31,  1.49it/s, loss=0.721, pair=0.058, adv=3.468, sprd=0.027]
Ep 027/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:31,  1.49it/s, loss=0.720, pair=0.033, adv=3.332, sprd=0.025]
Ep 027/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:37,  1.44it/s, loss=0.720, pair=0.033, adv=3.332, sprd=0.025]
Ep 027/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:37,  1.44it/s, loss=0.706, pair=0.053, adv=3.358, sprd=0.019]
Ep 027/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:25,  1.52it/s, loss=0.706, pair=0.053, adv=3.358, sprd=0.019]
Ep 027/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:25,  1.52it/s, loss=0.765, pair=0.036, adv=3.609, sprd=0.035]
Ep 027/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:37,  1.43it/s, loss=0.765, pair=0.036, adv=3.609, sprd=0.035]
Ep 027/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:37,  1.43it/s, loss=0.703, pair=0.013, adv=4.017, sprd=0.025]
Ep 027/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:27,  1.50it/s, loss=0.703, pair=0.013, adv=4.017, sprd=0.025]
Ep 027/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:27,  1.50it/s, loss=0.709, pair=0.003, adv=3.640, sprd=0.022]
Ep 027/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:37,  1.42it/s, loss=0.709, pair=0.003, adv=3.640, sprd=0.022]
Ep 027/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:37,  1.42it/s, loss=0.690, pair=0.019, adv=3.373, sprd=0.022]
Ep 027/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:28,  1.48it/s, loss=0.690, pair=0.019, adv=3.373, sprd=0.022]
Ep 027/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:28,  1.48it/s, loss=0.723, pair=0.048, adv=3.753, sprd=0.027]
Ep 027/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:36,  1.42it/s, loss=0.723, pair=0.048, adv=3.753, sprd=0.027]
Ep 027/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:36,  1.42it/s, loss=0.705, pair=0.029, adv=3.763, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:27,  1.48it/s, loss=0.705, pair=0.029, adv=3.763, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:27,  1.48it/s, loss=0.700, pair=0.003, adv=3.911, sprd=0.022]
Ep 027/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:30,  1.46it/s, loss=0.700, pair=0.003, adv=3.911, sprd=0.022]
Ep 027/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:30,  1.46it/s, loss=0.701, pair=0.008, adv=3.857, sprd=0.025]
Ep 027/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:23,  1.50it/s, loss=0.701, pair=0.008, adv=3.857, sprd=0.025]
Ep 027/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:23,  1.50it/s, loss=0.699, pair=0.013, adv=3.572, sprd=0.019]
Ep 027/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:37,  1.40it/s, loss=0.699, pair=0.013, adv=3.572, sprd=0.019]
Ep 027/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:37,  1.40it/s, loss=0.710, pair=0.000, adv=3.601, sprd=0.029]
Ep 027/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:26,  1.47it/s, loss=0.710, pair=0.000, adv=3.601, sprd=0.029]
Ep 027/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:26,  1.47it/s, loss=0.687, pair=0.014, adv=3.668, sprd=0.018]
Ep 027/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:39,  1.37it/s, loss=0.687, pair=0.014, adv=3.668, sprd=0.018]
Ep 027/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:39,  1.37it/s, loss=0.706, pair=0.006, adv=3.660, sprd=0.030]
Ep 027/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:26,  1.46it/s, loss=0.706, pair=0.006, adv=3.660, sprd=0.030]
Ep 027/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:26,  1.46it/s, loss=0.713, pair=0.012, adv=3.815, sprd=0.023]
Ep 027/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.713, pair=0.012, adv=3.815, sprd=0.023]
Ep 027/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.698, pair=0.005, adv=3.402, sprd=0.023]
Ep 027/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:23,  1.47it/s, loss=0.698, pair=0.005, adv=3.402, sprd=0.023]
Ep 027/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:23,  1.47it/s, loss=0.694, pair=0.008, adv=3.893, sprd=0.025]
Ep 027/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:28,  1.43it/s, loss=0.694, pair=0.008, adv=3.893, sprd=0.025]
Ep 027/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:28,  1.43it/s, loss=0.692, pair=0.012, adv=3.401, sprd=0.024]
Ep 027/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:18,  1.50it/s, loss=0.692, pair=0.012, adv=3.401, sprd=0.024]
Ep 027/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:18,  1.50it/s, loss=0.737, pair=0.007, adv=3.699, sprd=0.027]
Ep 027/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:25,  1.44it/s, loss=0.737, pair=0.007, adv=3.699, sprd=0.027]
Ep 027/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:25,  1.44it/s, loss=0.672, pair=0.017, adv=3.758, sprd=0.021]
Ep 027/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:14,  1.51it/s, loss=0.672, pair=0.017, adv=3.758, sprd=0.021]
Ep 027/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:14,  1.51it/s, loss=0.694, pair=0.027, adv=3.674, sprd=0.024]
Ep 027/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:23,  1.44it/s, loss=0.694, pair=0.027, adv=3.674, sprd=0.024]
Ep 027/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:23,  1.44it/s, loss=0.696, pair=0.008, adv=3.850, sprd=0.025]
Ep 027/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:14,  1.51it/s, loss=0.696, pair=0.008, adv=3.850, sprd=0.025]
Ep 027/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:14,  1.51it/s, loss=0.712, pair=0.024, adv=3.553, sprd=0.024]
Ep 027/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:29,  1.39it/s, loss=0.712, pair=0.024, adv=3.553, sprd=0.024]
Ep 027/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:29,  1.39it/s, loss=0.688, pair=0.026, adv=3.421, sprd=0.023]
Ep 027/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:19,  1.46it/s, loss=0.688, pair=0.026, adv=3.421, sprd=0.023]
Ep 027/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:19,  1.46it/s, loss=0.742, pair=0.061, adv=3.672, sprd=0.029]
Ep 027/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:26,  1.40it/s, loss=0.742, pair=0.061, adv=3.672, sprd=0.029]
Ep 027/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:26,  1.40it/s, loss=0.708, pair=0.006, adv=3.725, sprd=0.030]
Ep 027/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:17,  1.46it/s, loss=0.708, pair=0.006, adv=3.725, sprd=0.030]
Ep 027/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:17,  1.46it/s, loss=0.722, pair=0.035, adv=3.434, sprd=0.022]
Ep 027/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:22,  1.42it/s, loss=0.722, pair=0.035, adv=3.434, sprd=0.022]
Ep 027/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:22,  1.42it/s, loss=0.882, pair=0.580, adv=3.661, sprd=0.027]
Ep 027/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.882, pair=0.580, adv=3.661, sprd=0.027]
Ep 027/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:13,  1.48it/s, loss=0.723, pair=0.050, adv=3.760, sprd=0.027]
Ep 027/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:20,  1.43it/s, loss=0.723, pair=0.050, adv=3.760, sprd=0.027]
Ep 027/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:20,  1.43it/s, loss=0.701, pair=0.061, adv=3.339, sprd=0.022]
Ep 027/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:11,  1.49it/s, loss=0.701, pair=0.061, adv=3.339, sprd=0.022]
Ep 027/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:11,  1.49it/s, loss=0.737, pair=0.057, adv=3.894, sprd=0.026]
Ep 027/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:19,  1.42it/s, loss=0.737, pair=0.057, adv=3.894, sprd=0.026]
Ep 027/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:19,  1.42it/s, loss=0.679, pair=0.018, adv=3.277, sprd=0.016]
Ep 027/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:06,  1.52it/s, loss=0.679, pair=0.018, adv=3.277, sprd=0.016]
Ep 027/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:06,  1.52it/s, loss=0.694, pair=0.008, adv=3.536, sprd=0.023]
Ep 027/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:15,  1.44it/s, loss=0.694, pair=0.008, adv=3.536, sprd=0.023]
Ep 027/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:15,  1.44it/s, loss=0.694, pair=0.008, adv=3.849, sprd=0.028]
Ep 027/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:07,  1.50it/s, loss=0.694, pair=0.008, adv=3.849, sprd=0.028]
Ep 027/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:07,  1.50it/s, loss=0.710, pair=0.033, adv=3.825, sprd=0.024]
Ep 027/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:13,  1.45it/s, loss=0.710, pair=0.033, adv=3.825, sprd=0.024]
Ep 027/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:13,  1.45it/s, loss=0.688, pair=0.017, adv=3.689, sprd=0.022]
Ep 027/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:04,  1.51it/s, loss=0.688, pair=0.017, adv=3.689, sprd=0.022]
Ep 027/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:04,  1.51it/s, loss=0.702, pair=0.049, adv=3.249, sprd=0.025]
Ep 027/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:09,  1.46it/s, loss=0.702, pair=0.049, adv=3.249, sprd=0.025]
Ep 027/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:09,  1.46it/s, loss=0.686, pair=0.009, adv=3.488, sprd=0.023]
Ep 027/60 [S2:+mat]:  17%|▋   | 56/333 [00:38<02:59,  1.54it/s, loss=0.686, pair=0.009, adv=3.488, sprd=0.023]
Ep 027/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<02:59,  1.54it/s, loss=0.716, pair=0.065, adv=3.392, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:15,  1.41it/s, loss=0.716, pair=0.065, adv=3.392, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:15,  1.41it/s, loss=0.703, pair=0.074, adv=3.589, sprd=0.020]
Ep 027/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:04,  1.49it/s, loss=0.703, pair=0.074, adv=3.589, sprd=0.020]
Ep 027/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:04,  1.49it/s, loss=0.695, pair=0.035, adv=3.278, sprd=0.021]
Ep 027/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:12,  1.43it/s, loss=0.695, pair=0.035, adv=3.278, sprd=0.021]
Ep 027/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:12,  1.43it/s, loss=0.747, pair=0.064, adv=4.045, sprd=0.033]
Ep 027/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:05,  1.47it/s, loss=0.747, pair=0.064, adv=4.045, sprd=0.033]
Ep 027/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:05,  1.47it/s, loss=0.723, pair=0.005, adv=3.735, sprd=0.031]
Ep 027/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:12,  1.41it/s, loss=0.723, pair=0.005, adv=3.735, sprd=0.031]
Ep 027/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:12,  1.41it/s, loss=0.724, pair=0.026, adv=4.209, sprd=0.028]
Ep 027/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:02,  1.48it/s, loss=0.724, pair=0.026, adv=4.209, sprd=0.028]
Ep 027/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:02,  1.48it/s, loss=0.730, pair=0.070, adv=3.562, sprd=0.022]
Ep 027/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:10,  1.42it/s, loss=0.730, pair=0.070, adv=3.562, sprd=0.022]
Ep 027/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:10,  1.42it/s, loss=0.693, pair=0.064, adv=3.164, sprd=0.020]
Ep 027/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<02:59,  1.50it/s, loss=0.693, pair=0.064, adv=3.164, sprd=0.020]
Ep 027/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<02:59,  1.50it/s, loss=0.737, pair=0.037, adv=3.501, sprd=0.027]
Ep 027/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:08,  1.42it/s, loss=0.737, pair=0.037, adv=3.501, sprd=0.027]
Ep 027/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:08,  1.42it/s, loss=0.684, pair=0.029, adv=3.800, sprd=0.021]
Ep 027/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:58,  1.49it/s, loss=0.684, pair=0.029, adv=3.800, sprd=0.021]
Ep 027/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:58,  1.49it/s, loss=0.697, pair=0.014, adv=3.614, sprd=0.022]
Ep 027/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:11,  1.39it/s, loss=0.697, pair=0.014, adv=3.614, sprd=0.022]
Ep 027/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:11,  1.39it/s, loss=0.692, pair=0.018, adv=3.364, sprd=0.025]
Ep 027/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:01,  1.46it/s, loss=0.692, pair=0.018, adv=3.364, sprd=0.025]
Ep 027/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<03:01,  1.46it/s, loss=0.724, pair=0.013, adv=3.948, sprd=0.025]
Ep 027/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:11,  1.38it/s, loss=0.724, pair=0.013, adv=3.948, sprd=0.025]
Ep 027/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:11,  1.38it/s, loss=0.693, pair=0.017, adv=3.551, sprd=0.021]
Ep 027/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<03:01,  1.45it/s, loss=0.693, pair=0.017, adv=3.551, sprd=0.021]
Ep 027/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<03:01,  1.45it/s, loss=0.698, pair=0.017, adv=3.477, sprd=0.022]
Ep 027/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:06,  1.41it/s, loss=0.698, pair=0.017, adv=3.477, sprd=0.022]
Ep 027/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:06,  1.41it/s, loss=0.686, pair=0.009, adv=3.730, sprd=0.023]
Ep 027/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:56,  1.48it/s, loss=0.686, pair=0.009, adv=3.730, sprd=0.023]
Ep 027/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:56,  1.48it/s, loss=0.706, pair=0.014, adv=3.752, sprd=0.027]
Ep 027/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:05,  1.40it/s, loss=0.706, pair=0.014, adv=3.752, sprd=0.027]
Ep 027/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:05,  1.40it/s, loss=0.691, pair=0.012, adv=3.421, sprd=0.023]
Ep 027/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:56,  1.47it/s, loss=0.691, pair=0.012, adv=3.421, sprd=0.023]
Ep 027/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:56,  1.47it/s, loss=0.722, pair=0.028, adv=3.643, sprd=0.027]
Ep 027/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:04,  1.40it/s, loss=0.722, pair=0.028, adv=3.643, sprd=0.027]
Ep 027/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:04,  1.40it/s, loss=0.695, pair=0.008, adv=3.574, sprd=0.023]
Ep 027/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:53,  1.48it/s, loss=0.695, pair=0.008, adv=3.574, sprd=0.023]
Ep 027/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:53,  1.48it/s, loss=0.727, pair=0.027, adv=3.586, sprd=0.026]
Ep 027/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<03:03,  1.39it/s, loss=0.727, pair=0.027, adv=3.586, sprd=0.026]
Ep 027/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:03,  1.39it/s, loss=0.730, pair=0.027, adv=3.644, sprd=0.029]
Ep 027/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:54,  1.46it/s, loss=0.730, pair=0.027, adv=3.644, sprd=0.029]
Ep 027/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:54,  1.46it/s, loss=0.713, pair=0.029, adv=3.400, sprd=0.024]
Ep 027/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<03:03,  1.38it/s, loss=0.713, pair=0.029, adv=3.400, sprd=0.024]
Ep 027/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:03,  1.38it/s, loss=0.691, pair=0.025, adv=4.035, sprd=0.024]
Ep 027/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:53,  1.46it/s, loss=0.691, pair=0.025, adv=4.035, sprd=0.024]
Ep 027/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:53,  1.46it/s, loss=0.728, pair=0.016, adv=4.248, sprd=0.028]
Ep 027/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<03:00,  1.40it/s, loss=0.728, pair=0.016, adv=4.248, sprd=0.028]
Ep 027/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<03:00,  1.40it/s, loss=0.729, pair=0.010, adv=3.859, sprd=0.033]
Ep 027/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:52,  1.46it/s, loss=0.729, pair=0.010, adv=3.859, sprd=0.033]
Ep 027/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:52,  1.46it/s, loss=0.685, pair=0.007, adv=3.720, sprd=0.021]
Ep 027/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<03:00,  1.38it/s, loss=0.685, pair=0.007, adv=3.720, sprd=0.021]
Ep 027/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<03:00,  1.38it/s, loss=0.684, pair=0.018, adv=3.446, sprd=0.016]
Ep 027/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:49,  1.47it/s, loss=0.684, pair=0.018, adv=3.446, sprd=0.016]
Ep 027/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:49,  1.47it/s, loss=0.685, pair=0.022, adv=3.303, sprd=0.019]
Ep 027/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:51,  1.45it/s, loss=0.685, pair=0.022, adv=3.303, sprd=0.019]
Ep 027/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:51,  1.45it/s, loss=0.706, pair=0.031, adv=3.533, sprd=0.024]
Ep 027/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:41,  1.53it/s, loss=0.706, pair=0.031, adv=3.533, sprd=0.024]
Ep 027/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:41,  1.53it/s, loss=0.725, pair=0.043, adv=3.798, sprd=0.026]
Ep 027/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:51,  1.44it/s, loss=0.725, pair=0.043, adv=3.798, sprd=0.026]
Ep 027/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:51,  1.44it/s, loss=0.679, pair=0.061, adv=3.581, sprd=0.017]
Ep 027/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:42,  1.51it/s, loss=0.679, pair=0.061, adv=3.581, sprd=0.017]
Ep 027/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:42,  1.51it/s, loss=0.708, pair=0.014, adv=4.115, sprd=0.022]
Ep 027/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:49,  1.44it/s, loss=0.708, pair=0.014, adv=4.115, sprd=0.022]
Ep 027/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:49,  1.44it/s, loss=0.698, pair=0.032, adv=3.754, sprd=0.026]
Ep 027/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:42,  1.50it/s, loss=0.698, pair=0.032, adv=3.754, sprd=0.026]
Ep 027/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:42,  1.50it/s, loss=0.727, pair=0.065, adv=3.894, sprd=0.025]
Ep 027/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:46,  1.46it/s, loss=0.727, pair=0.065, adv=3.894, sprd=0.025]
Ep 027/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:46,  1.46it/s, loss=0.698, pair=0.049, adv=3.900, sprd=0.019]
Ep 027/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:39,  1.52it/s, loss=0.698, pair=0.049, adv=3.900, sprd=0.019]
Ep 027/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:39,  1.52it/s, loss=0.700, pair=0.017, adv=3.845, sprd=0.022]
Ep 027/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:44,  1.45it/s, loss=0.700, pair=0.017, adv=3.845, sprd=0.022]
Ep 027/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:44,  1.45it/s, loss=0.714, pair=0.016, adv=3.946, sprd=0.027]
Ep 027/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.714, pair=0.016, adv=3.946, sprd=0.027]
Ep 027/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.722, pair=0.066, adv=3.507, sprd=0.022]
Ep 027/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:47,  1.42it/s, loss=0.722, pair=0.066, adv=3.507, sprd=0.022]
Ep 027/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:47,  1.42it/s, loss=0.744, pair=0.047, adv=4.070, sprd=0.036]
Ep 027/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:40,  1.48it/s, loss=0.744, pair=0.047, adv=4.070, sprd=0.036]
Ep 027/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:40,  1.48it/s, loss=0.723, pair=0.031, adv=3.609, sprd=0.024]
Ep 027/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:47,  1.41it/s, loss=0.723, pair=0.031, adv=3.609, sprd=0.024]
Ep 027/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:47,  1.41it/s, loss=0.712, pair=0.034, adv=3.666, sprd=0.027]
Ep 027/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:39,  1.47it/s, loss=0.712, pair=0.034, adv=3.666, sprd=0.027]
Ep 027/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:39,  1.47it/s, loss=0.711, pair=0.010, adv=3.742, sprd=0.030]
Ep 027/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:44,  1.43it/s, loss=0.711, pair=0.010, adv=3.742, sprd=0.030]
Ep 027/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:44,  1.43it/s, loss=0.733, pair=0.030, adv=3.798, sprd=0.032]
Ep 027/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:37,  1.48it/s, loss=0.733, pair=0.030, adv=3.798, sprd=0.032]
Ep 027/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:37,  1.48it/s, loss=0.717, pair=0.031, adv=4.188, sprd=0.026]
Ep 027/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:44,  1.41it/s, loss=0.717, pair=0.031, adv=4.188, sprd=0.026]
Ep 027/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:44,  1.41it/s, loss=0.697, pair=0.019, adv=3.630, sprd=0.024]
Ep 027/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:36,  1.47it/s, loss=0.697, pair=0.019, adv=3.630, sprd=0.024]
Ep 027/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:36,  1.47it/s, loss=0.715, pair=0.027, adv=3.541, sprd=0.021]
Ep 027/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:40,  1.43it/s, loss=0.715, pair=0.027, adv=3.541, sprd=0.021]
Ep 027/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:40,  1.43it/s, loss=0.687, pair=0.027, adv=3.500, sprd=0.021]
Ep 027/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:32,  1.50it/s, loss=0.687, pair=0.027, adv=3.500, sprd=0.021]
Ep 027/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:32,  1.50it/s, loss=0.717, pair=0.023, adv=4.011, sprd=0.024]
Ep 027/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:40,  1.42it/s, loss=0.717, pair=0.023, adv=4.011, sprd=0.024]
Ep 027/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:40,  1.42it/s, loss=0.721, pair=0.004, adv=4.209, sprd=0.029]
Ep 027/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:34,  1.47it/s, loss=0.721, pair=0.004, adv=4.209, sprd=0.029]
Ep 027/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:34,  1.47it/s, loss=0.711, pair=0.031, adv=3.638, sprd=0.027]
Ep 027/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:38,  1.42it/s, loss=0.711, pair=0.031, adv=3.638, sprd=0.027]
Ep 027/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:38,  1.42it/s, loss=0.713, pair=0.118, adv=3.459, sprd=0.015]
Ep 027/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:27,  1.53it/s, loss=0.713, pair=0.118, adv=3.459, sprd=0.015]
Ep 027/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:27,  1.53it/s, loss=0.711, pair=0.030, adv=3.860, sprd=0.024]
Ep 027/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.40it/s, loss=0.711, pair=0.030, adv=3.860, sprd=0.024]
Ep 027/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:40,  1.40it/s, loss=0.690, pair=0.009, adv=3.528, sprd=0.021]
Ep 027/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.690, pair=0.009, adv=3.528, sprd=0.021]
Ep 027/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.698, pair=0.024, adv=3.550, sprd=0.024]
Ep 027/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:38,  1.40it/s, loss=0.698, pair=0.024, adv=3.550, sprd=0.024]
Ep 027/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:38,  1.40it/s, loss=0.704, pair=0.039, adv=3.500, sprd=0.024]
Ep 027/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.704, pair=0.039, adv=3.500, sprd=0.024]
Ep 027/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:28,  1.49it/s, loss=0.738, pair=0.020, adv=3.611, sprd=0.033]
Ep 027/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:35,  1.41it/s, loss=0.738, pair=0.020, adv=3.611, sprd=0.033]
Ep 027/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:35,  1.41it/s, loss=0.695, pair=0.041, adv=3.519, sprd=0.022]
Ep 027/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:27,  1.49it/s, loss=0.695, pair=0.041, adv=3.519, sprd=0.022]
Ep 027/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:27,  1.49it/s, loss=0.700, pair=0.004, adv=3.628, sprd=0.023]
Ep 027/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:35,  1.40it/s, loss=0.700, pair=0.004, adv=3.628, sprd=0.023]
Ep 027/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:35,  1.40it/s, loss=0.693, pair=0.012, adv=3.985, sprd=0.027]
Ep 027/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:26,  1.48it/s, loss=0.693, pair=0.012, adv=3.985, sprd=0.027]
Ep 027/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:26,  1.48it/s, loss=0.713, pair=0.005, adv=3.944, sprd=0.023]
Ep 027/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:30,  1.43it/s, loss=0.713, pair=0.005, adv=3.944, sprd=0.023]
Ep 027/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:30,  1.43it/s, loss=0.684, pair=0.011, adv=3.743, sprd=0.021]
Ep 027/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:23,  1.50it/s, loss=0.684, pair=0.011, adv=3.743, sprd=0.021]
Ep 027/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:23,  1.50it/s, loss=0.719, pair=0.012, adv=3.767, sprd=0.023]
Ep 027/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:28,  1.44it/s, loss=0.719, pair=0.012, adv=3.767, sprd=0.023]
Ep 027/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:28,  1.44it/s, loss=0.686, pair=0.015, adv=3.767, sprd=0.022]
Ep 027/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:22,  1.49it/s, loss=0.686, pair=0.015, adv=3.767, sprd=0.022]
Ep 027/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:22,  1.49it/s, loss=0.715, pair=0.022, adv=3.676, sprd=0.021]
Ep 027/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:29,  1.42it/s, loss=0.715, pair=0.022, adv=3.676, sprd=0.021]
Ep 027/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:29,  1.42it/s, loss=0.706, pair=0.035, adv=3.841, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:23,  1.47it/s, loss=0.706, pair=0.035, adv=3.841, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:23,  1.47it/s, loss=0.714, pair=0.019, adv=3.561, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:32,  1.38it/s, loss=0.714, pair=0.019, adv=3.561, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:32,  1.38it/s, loss=0.695, pair=0.002, adv=3.717, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:24,  1.45it/s, loss=0.695, pair=0.002, adv=3.717, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:24,  1.45it/s, loss=0.724, pair=0.014, adv=3.527, sprd=0.027]
Ep 027/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:28,  1.40it/s, loss=0.724, pair=0.014, adv=3.527, sprd=0.027]
Ep 027/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:28,  1.40it/s, loss=0.681, pair=0.016, adv=3.446, sprd=0.022]
Ep 027/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:18,  1.50it/s, loss=0.681, pair=0.016, adv=3.446, sprd=0.022]
Ep 027/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:18,  1.50it/s, loss=0.692, pair=0.001, adv=3.507, sprd=0.022]
Ep 027/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:24,  1.42it/s, loss=0.692, pair=0.001, adv=3.507, sprd=0.022]
Ep 027/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:24,  1.42it/s, loss=0.687, pair=0.016, adv=3.585, sprd=0.023]
Ep 027/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:15,  1.51it/s, loss=0.687, pair=0.016, adv=3.585, sprd=0.023]
Ep 027/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:15,  1.51it/s, loss=0.686, pair=0.008, adv=3.371, sprd=0.017]
Ep 027/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:19,  1.46it/s, loss=0.686, pair=0.008, adv=3.371, sprd=0.017]
Ep 027/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:19,  1.46it/s, loss=0.674, pair=0.016, adv=3.545, sprd=0.020]
Ep 027/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:12,  1.54it/s, loss=0.674, pair=0.016, adv=3.545, sprd=0.020]
Ep 027/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:12,  1.54it/s, loss=0.714, pair=0.010, adv=3.408, sprd=0.025]
Ep 027/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:17,  1.47it/s, loss=0.714, pair=0.010, adv=3.408, sprd=0.025]
Ep 027/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:17,  1.47it/s, loss=0.675, pair=0.009, adv=3.426, sprd=0.021]
Ep 027/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:11,  1.53it/s, loss=0.675, pair=0.009, adv=3.426, sprd=0.021]
Ep 027/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:11,  1.53it/s, loss=0.699, pair=0.017, adv=3.419, sprd=0.021]
Ep 027/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:16,  1.46it/s, loss=0.699, pair=0.017, adv=3.419, sprd=0.021]
Ep 027/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:16,  1.46it/s, loss=0.715, pair=0.018, adv=3.670, sprd=0.029]
Ep 027/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:12,  1.50it/s, loss=0.715, pair=0.018, adv=3.670, sprd=0.029]
Ep 027/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:12,  1.50it/s, loss=0.703, pair=0.033, adv=3.600, sprd=0.022]
Ep 027/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:16,  1.46it/s, loss=0.703, pair=0.033, adv=3.600, sprd=0.022]
Ep 027/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:16,  1.46it/s, loss=0.674, pair=0.022, adv=3.588, sprd=0.020]
Ep 027/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:09,  1.53it/s, loss=0.674, pair=0.022, adv=3.588, sprd=0.020]
Ep 027/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:09,  1.53it/s, loss=0.690, pair=0.005, adv=3.639, sprd=0.021]
Ep 027/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:20,  1.40it/s, loss=0.690, pair=0.005, adv=3.639, sprd=0.021]
Ep 027/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:20,  1.40it/s, loss=0.686, pair=0.034, adv=3.874, sprd=0.021]
Ep 027/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:12,  1.48it/s, loss=0.686, pair=0.034, adv=3.874, sprd=0.021]
Ep 027/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:12,  1.48it/s, loss=0.736, pair=0.027, adv=4.052, sprd=0.030]
Ep 027/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:23,  1.35it/s, loss=0.736, pair=0.027, adv=4.052, sprd=0.030]
Ep 027/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:23,  1.35it/s, loss=0.691, pair=0.059, adv=3.523, sprd=0.021]
Ep 027/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:12,  1.45it/s, loss=0.691, pair=0.059, adv=3.523, sprd=0.021]
Ep 027/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:12,  1.45it/s, loss=0.702, pair=0.012, adv=3.888, sprd=0.022]
Ep 027/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:21,  1.35it/s, loss=0.702, pair=0.012, adv=3.888, sprd=0.022]
Ep 027/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:21,  1.35it/s, loss=0.709, pair=0.021, adv=3.671, sprd=0.027]
Ep 027/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:13,  1.43it/s, loss=0.709, pair=0.021, adv=3.671, sprd=0.027]
Ep 027/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:13,  1.43it/s, loss=0.714, pair=0.020, adv=3.757, sprd=0.029]
Ep 027/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:17,  1.38it/s, loss=0.714, pair=0.020, adv=3.757, sprd=0.029]
Ep 027/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:17,  1.38it/s, loss=0.725, pair=0.036, adv=3.975, sprd=0.031]
Ep 027/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:11,  1.44it/s, loss=0.725, pair=0.036, adv=3.975, sprd=0.031]
Ep 027/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:11,  1.44it/s, loss=0.728, pair=0.078, adv=3.529, sprd=0.027]
Ep 027/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:15,  1.39it/s, loss=0.728, pair=0.078, adv=3.529, sprd=0.027]
Ep 027/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:15,  1.39it/s, loss=0.686, pair=0.019, adv=3.397, sprd=0.020]
Ep 027/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:07,  1.47it/s, loss=0.686, pair=0.019, adv=3.397, sprd=0.020]
Ep 027/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:07,  1.47it/s, loss=0.705, pair=0.013, adv=3.274, sprd=0.026]
Ep 027/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:10,  1.42it/s, loss=0.705, pair=0.013, adv=3.274, sprd=0.026]
Ep 027/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:10,  1.42it/s, loss=0.695, pair=0.010, adv=3.509, sprd=0.022]
Ep 027/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:04,  1.48it/s, loss=0.695, pair=0.010, adv=3.509, sprd=0.022]
Ep 027/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:04,  1.48it/s, loss=0.707, pair=0.043, adv=3.621, sprd=0.026]
Ep 027/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:10,  1.41it/s, loss=0.707, pair=0.043, adv=3.621, sprd=0.026]
Ep 027/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:10,  1.41it/s, loss=0.701, pair=0.051, adv=3.852, sprd=0.024]
Ep 027/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:03,  1.48it/s, loss=0.701, pair=0.051, adv=3.852, sprd=0.024]
Ep 027/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:03,  1.48it/s, loss=0.741, pair=0.086, adv=3.582, sprd=0.026]
Ep 027/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:06,  1.44it/s, loss=0.741, pair=0.086, adv=3.582, sprd=0.026]
Ep 027/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:06,  1.44it/s, loss=0.705, pair=0.023, adv=3.501, sprd=0.027]
Ep 027/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:01,  1.49it/s, loss=0.705, pair=0.023, adv=3.501, sprd=0.027]
Ep 027/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:01,  1.49it/s, loss=0.722, pair=0.007, adv=3.842, sprd=0.029]
Ep 027/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:10,  1.38it/s, loss=0.722, pair=0.007, adv=3.842, sprd=0.029]
Ep 027/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:10,  1.38it/s, loss=0.698, pair=0.026, adv=3.861, sprd=0.024]
Ep 027/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:03,  1.45it/s, loss=0.698, pair=0.026, adv=3.861, sprd=0.024]
Ep 027/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:03,  1.45it/s, loss=0.712, pair=0.025, adv=3.757, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:07,  1.40it/s, loss=0.712, pair=0.025, adv=3.757, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:07,  1.40it/s, loss=0.682, pair=0.001, adv=3.636, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<02:00,  1.47it/s, loss=0.682, pair=0.001, adv=3.636, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:00,  1.47it/s, loss=0.758, pair=0.003, adv=3.523, sprd=0.018]
Ep 027/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:05,  1.41it/s, loss=0.758, pair=0.003, adv=3.523, sprd=0.018]
Ep 027/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:05,  1.41it/s, loss=0.691, pair=0.010, adv=3.408, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:58,  1.48it/s, loss=0.691, pair=0.010, adv=3.408, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<01:58,  1.48it/s, loss=0.722, pair=0.057, adv=3.458, sprd=0.024]
Ep 027/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:05,  1.39it/s, loss=0.722, pair=0.057, adv=3.458, sprd=0.024]
Ep 027/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:05,  1.39it/s, loss=0.686, pair=0.040, adv=3.880, sprd=0.020]
Ep 027/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:58,  1.46it/s, loss=0.686, pair=0.040, adv=3.880, sprd=0.020]
Ep 027/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:58,  1.46it/s, loss=0.718, pair=0.026, adv=3.849, sprd=0.023]
Ep 027/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:05,  1.37it/s, loss=0.718, pair=0.026, adv=3.849, sprd=0.023]
Ep 027/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:05,  1.37it/s, loss=0.686, pair=0.056, adv=3.281, sprd=0.019]
Ep 027/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:56,  1.46it/s, loss=0.686, pair=0.056, adv=3.281, sprd=0.019]
Ep 027/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:56,  1.46it/s, loss=0.726, pair=0.032, adv=3.814, sprd=0.026]
Ep 027/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:02,  1.39it/s, loss=0.726, pair=0.032, adv=3.814, sprd=0.026]
Ep 027/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:02,  1.39it/s, loss=0.726, pair=0.069, adv=3.630, sprd=0.028]
Ep 027/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:55,  1.46it/s, loss=0.726, pair=0.069, adv=3.630, sprd=0.028]
Ep 027/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:55,  1.46it/s, loss=0.719, pair=0.055, adv=3.613, sprd=0.023]
Ep 027/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<02:03,  1.36it/s, loss=0.719, pair=0.055, adv=3.613, sprd=0.023]
Ep 027/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<02:03,  1.36it/s, loss=0.699, pair=0.029, adv=3.769, sprd=0.025]
Ep 027/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:55,  1.45it/s, loss=0.699, pair=0.029, adv=3.769, sprd=0.025]
Ep 027/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:55,  1.45it/s, loss=0.715, pair=0.019, adv=3.657, sprd=0.027]
Ep 027/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<02:00,  1.37it/s, loss=0.715, pair=0.019, adv=3.657, sprd=0.027]
Ep 027/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<02:00,  1.37it/s, loss=0.720, pair=0.020, adv=3.738, sprd=0.028]
Ep 027/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:53,  1.46it/s, loss=0.720, pair=0.020, adv=3.738, sprd=0.028]
Ep 027/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:53,  1.46it/s, loss=0.721, pair=0.028, adv=3.554, sprd=0.026]
Ep 027/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.721, pair=0.028, adv=3.554, sprd=0.026]
Ep 027/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.715, pair=0.050, adv=3.918, sprd=0.026]
Ep 027/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:49,  1.49it/s, loss=0.715, pair=0.050, adv=3.918, sprd=0.026]
Ep 027/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:49,  1.49it/s, loss=0.751, pair=0.105, adv=3.367, sprd=0.025]
Ep 027/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:54,  1.42it/s, loss=0.751, pair=0.105, adv=3.367, sprd=0.025]
Ep 027/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:54,  1.42it/s, loss=0.725, pair=0.094, adv=3.411, sprd=0.025]
Ep 027/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:47,  1.50it/s, loss=0.725, pair=0.094, adv=3.411, sprd=0.025]
Ep 027/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:47,  1.50it/s, loss=0.697, pair=0.028, adv=3.252, sprd=0.021]
Ep 027/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:52,  1.43it/s, loss=0.697, pair=0.028, adv=3.252, sprd=0.021]
Ep 027/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:52,  1.43it/s, loss=0.697, pair=0.016, adv=3.715, sprd=0.028]
Ep 027/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:47,  1.48it/s, loss=0.697, pair=0.016, adv=3.715, sprd=0.028]
Ep 027/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:47,  1.48it/s, loss=0.717, pair=0.023, adv=3.601, sprd=0.029]
Ep 027/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:52,  1.41it/s, loss=0.717, pair=0.023, adv=3.601, sprd=0.029]
Ep 027/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:52,  1.41it/s, loss=0.697, pair=0.063, adv=3.830, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:46,  1.48it/s, loss=0.697, pair=0.063, adv=3.830, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:46,  1.48it/s, loss=0.718, pair=0.085, adv=3.350, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:49,  1.42it/s, loss=0.718, pair=0.085, adv=3.350, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:49,  1.42it/s, loss=0.689, pair=0.003, adv=3.842, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:43,  1.49it/s, loss=0.689, pair=0.003, adv=3.842, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:43,  1.49it/s, loss=0.713, pair=0.021, adv=3.427, sprd=0.024]
Ep 027/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:51,  1.38it/s, loss=0.713, pair=0.021, adv=3.427, sprd=0.024]
Ep 027/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:51,  1.38it/s, loss=0.690, pair=0.006, adv=3.646, sprd=0.023]
Ep 027/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:44,  1.47it/s, loss=0.690, pair=0.006, adv=3.646, sprd=0.023]
Ep 027/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:44,  1.47it/s, loss=0.715, pair=0.030, adv=3.703, sprd=0.027]
Ep 027/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:49,  1.39it/s, loss=0.715, pair=0.030, adv=3.703, sprd=0.027]
Ep 027/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:49,  1.39it/s, loss=0.682, pair=0.015, adv=3.372, sprd=0.022]
Ep 027/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.682, pair=0.015, adv=3.372, sprd=0.022]
Ep 027/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.706, pair=0.067, adv=3.705, sprd=0.023]
Ep 027/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:43,  1.44it/s, loss=0.706, pair=0.067, adv=3.705, sprd=0.023]
Ep 027/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:43,  1.44it/s, loss=0.697, pair=0.029, adv=3.806, sprd=0.024]
Ep 027/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:39,  1.50it/s, loss=0.697, pair=0.029, adv=3.806, sprd=0.024]
Ep 027/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:39,  1.50it/s, loss=0.715, pair=0.012, adv=3.744, sprd=0.024]
Ep 027/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.43it/s, loss=0.715, pair=0.012, adv=3.744, sprd=0.024]
Ep 027/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.43it/s, loss=0.698, pair=0.022, adv=3.587, sprd=0.025]
Ep 027/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:38,  1.49it/s, loss=0.698, pair=0.022, adv=3.587, sprd=0.025]
Ep 027/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:38,  1.49it/s, loss=0.731, pair=0.017, adv=3.836, sprd=0.031]
Ep 027/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:42,  1.42it/s, loss=0.731, pair=0.017, adv=3.836, sprd=0.031]
Ep 027/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:42,  1.42it/s, loss=0.720, pair=0.028, adv=3.746, sprd=0.031]
Ep 027/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:37,  1.49it/s, loss=0.720, pair=0.028, adv=3.746, sprd=0.031]
Ep 027/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:37,  1.49it/s, loss=0.728, pair=0.049, adv=3.744, sprd=0.028]
Ep 027/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:40,  1.44it/s, loss=0.728, pair=0.049, adv=3.744, sprd=0.028]
Ep 027/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:40,  1.44it/s, loss=0.694, pair=0.005, adv=3.566, sprd=0.026]
Ep 027/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:36,  1.48it/s, loss=0.694, pair=0.005, adv=3.566, sprd=0.026]
Ep 027/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:36,  1.48it/s, loss=0.689, pair=0.004, adv=4.034, sprd=0.022]
Ep 027/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:41,  1.40it/s, loss=0.689, pair=0.004, adv=4.034, sprd=0.022]
Ep 027/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:41,  1.40it/s, loss=0.698, pair=0.064, adv=3.462, sprd=0.018]
Ep 027/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:33,  1.50it/s, loss=0.698, pair=0.064, adv=3.462, sprd=0.018]
Ep 027/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:33,  1.50it/s, loss=0.733, pair=0.023, adv=3.470, sprd=0.027]
Ep 027/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:38,  1.42it/s, loss=0.733, pair=0.023, adv=3.470, sprd=0.027]
Ep 027/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:38,  1.42it/s, loss=0.724, pair=0.072, adv=4.050, sprd=0.027]
Ep 027/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:34,  1.47it/s, loss=0.724, pair=0.072, adv=4.050, sprd=0.027]
Ep 027/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:34,  1.47it/s, loss=0.713, pair=0.040, adv=3.393, sprd=0.021]
Ep 027/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.41it/s, loss=0.713, pair=0.040, adv=3.393, sprd=0.021]
Ep 027/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.41it/s, loss=0.700, pair=0.007, adv=3.514, sprd=0.024]
Ep 027/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:33,  1.47it/s, loss=0.700, pair=0.007, adv=3.514, sprd=0.024]
Ep 027/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:33,  1.47it/s, loss=0.702, pair=0.002, adv=3.529, sprd=0.026]
Ep 027/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:35,  1.43it/s, loss=0.702, pair=0.002, adv=3.529, sprd=0.026]
Ep 027/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:35,  1.43it/s, loss=0.688, pair=0.001, adv=3.601, sprd=0.023]
Ep 027/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:30,  1.49it/s, loss=0.688, pair=0.001, adv=3.601, sprd=0.023]
Ep 027/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:30,  1.49it/s, loss=0.713, pair=0.037, adv=3.377, sprd=0.021]
Ep 027/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:32,  1.45it/s, loss=0.713, pair=0.037, adv=3.377, sprd=0.021]
Ep 027/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:32,  1.45it/s, loss=0.699, pair=0.019, adv=3.212, sprd=0.028]
Ep 027/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:28,  1.50it/s, loss=0.699, pair=0.019, adv=3.212, sprd=0.028]
Ep 027/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:28,  1.50it/s, loss=0.706, pair=0.016, adv=3.707, sprd=0.027]
Ep 027/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:31,  1.44it/s, loss=0.706, pair=0.016, adv=3.707, sprd=0.027]
Ep 027/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:31,  1.44it/s, loss=0.693, pair=0.019, adv=3.688, sprd=0.020]
Ep 027/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:25,  1.53it/s, loss=0.693, pair=0.019, adv=3.688, sprd=0.020]
Ep 027/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:25,  1.53it/s, loss=0.708, pair=0.039, adv=3.854, sprd=0.026]
Ep 027/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:31,  1.42it/s, loss=0.708, pair=0.039, adv=3.854, sprd=0.026]
Ep 027/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:31,  1.42it/s, loss=0.707, pair=0.012, adv=3.604, sprd=0.025]
Ep 027/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.46it/s, loss=0.707, pair=0.012, adv=3.604, sprd=0.025]
Ep 027/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.46it/s, loss=0.789, pair=0.024, adv=3.333, sprd=0.027]
Ep 027/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:31,  1.39it/s, loss=0.789, pair=0.024, adv=3.333, sprd=0.027]
Ep 027/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:31,  1.39it/s, loss=0.689, pair=0.001, adv=3.665, sprd=0.025]
Ep 027/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:26,  1.46it/s, loss=0.689, pair=0.001, adv=3.665, sprd=0.025]
Ep 027/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:26,  1.46it/s, loss=0.718, pair=0.005, adv=3.814, sprd=0.025]
Ep 027/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:28,  1.43it/s, loss=0.718, pair=0.005, adv=3.814, sprd=0.025]
Ep 027/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:28,  1.43it/s, loss=0.694, pair=0.009, adv=3.361, sprd=0.025]
Ep 027/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:22,  1.51it/s, loss=0.694, pair=0.009, adv=3.361, sprd=0.025]
Ep 027/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:22,  1.51it/s, loss=0.702, pair=0.003, adv=3.612, sprd=0.018]
Ep 027/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:26,  1.43it/s, loss=0.702, pair=0.003, adv=3.612, sprd=0.018]
Ep 027/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:26,  1.43it/s, loss=0.700, pair=0.016, adv=3.941, sprd=0.026]
Ep 027/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:22,  1.48it/s, loss=0.700, pair=0.016, adv=3.941, sprd=0.026]
Ep 027/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:22,  1.48it/s, loss=0.796, pair=0.049, adv=3.837, sprd=0.025]
Ep 027/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:24,  1.44it/s, loss=0.796, pair=0.049, adv=3.837, sprd=0.025]
Ep 027/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:24,  1.44it/s, loss=0.689, pair=0.029, adv=3.500, sprd=0.022]
Ep 027/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:19,  1.52it/s, loss=0.689, pair=0.029, adv=3.500, sprd=0.022]
Ep 027/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:19,  1.52it/s, loss=0.756, pair=0.029, adv=3.515, sprd=0.017]
Ep 027/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:20,  1.49it/s, loss=0.756, pair=0.029, adv=3.515, sprd=0.017]
Ep 027/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:20,  1.49it/s, loss=0.696, pair=0.039, adv=3.308, sprd=0.025]
Ep 027/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:17,  1.54it/s, loss=0.696, pair=0.039, adv=3.308, sprd=0.025]
Ep 027/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:17,  1.54it/s, loss=0.728, pair=0.056, adv=3.724, sprd=0.025]
Ep 027/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:20,  1.47it/s, loss=0.728, pair=0.056, adv=3.724, sprd=0.025]
Ep 027/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:20,  1.47it/s, loss=0.712, pair=0.040, adv=3.931, sprd=0.026]
Ep 027/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:17,  1.52it/s, loss=0.712, pair=0.040, adv=3.931, sprd=0.026]
Ep 027/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:17,  1.52it/s, loss=0.736, pair=0.010, adv=4.017, sprd=0.029]
Ep 027/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:22,  1.41it/s, loss=0.736, pair=0.010, adv=4.017, sprd=0.029]
Ep 027/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:22,  1.41it/s, loss=0.690, pair=0.004, adv=3.697, sprd=0.026]
Ep 027/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:18,  1.47it/s, loss=0.690, pair=0.004, adv=3.697, sprd=0.026]
Ep 027/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:18,  1.47it/s, loss=0.734, pair=0.038, adv=3.445, sprd=0.029]
Ep 027/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:24,  1.34it/s, loss=0.734, pair=0.038, adv=3.445, sprd=0.029]
Ep 027/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:24,  1.34it/s, loss=0.700, pair=0.018, adv=3.666, sprd=0.025]
Ep 027/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:18,  1.44it/s, loss=0.700, pair=0.018, adv=3.666, sprd=0.025]
Ep 027/60 [S2:+mat]:  66%|█▉ | 220/333 [02:33<01:18,  1.44it/s, loss=0.716, pair=0.005, adv=3.845, sprd=0.027]
Ep 027/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:21,  1.37it/s, loss=0.716, pair=0.005, adv=3.845, sprd=0.027]
Ep 027/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:21,  1.37it/s, loss=0.716, pair=0.016, adv=3.607, sprd=0.026]
Ep 027/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:17,  1.43it/s, loss=0.716, pair=0.016, adv=3.607, sprd=0.026]
Ep 027/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:17,  1.43it/s, loss=0.709, pair=0.029, adv=3.828, sprd=0.025]
Ep 027/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:18,  1.41it/s, loss=0.709, pair=0.029, adv=3.828, sprd=0.025]
Ep 027/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:18,  1.41it/s, loss=0.684, pair=0.004, adv=3.555, sprd=0.021]
Ep 027/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:13,  1.49it/s, loss=0.684, pair=0.004, adv=3.555, sprd=0.021]
Ep 027/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:13,  1.49it/s, loss=0.696, pair=0.017, adv=3.490, sprd=0.025]
Ep 027/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:16,  1.42it/s, loss=0.696, pair=0.017, adv=3.490, sprd=0.025]
Ep 027/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:16,  1.42it/s, loss=0.717, pair=0.039, adv=3.974, sprd=0.027]
Ep 027/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.49it/s, loss=0.717, pair=0.039, adv=3.974, sprd=0.027]
Ep 027/60 [S2:+mat]:  68%|██ | 226/333 [02:37<01:11,  1.49it/s, loss=0.690, pair=0.010, adv=4.140, sprd=0.022]
Ep 027/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:13,  1.44it/s, loss=0.690, pair=0.010, adv=4.140, sprd=0.022]
Ep 027/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:13,  1.44it/s, loss=0.721, pair=0.048, adv=3.737, sprd=0.030]
Ep 027/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.48it/s, loss=0.721, pair=0.048, adv=3.737, sprd=0.030]
Ep 027/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:10,  1.48it/s, loss=0.820, pair=0.115, adv=3.706, sprd=0.028]
Ep 027/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:11,  1.45it/s, loss=0.820, pair=0.115, adv=3.706, sprd=0.028]
Ep 027/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:11,  1.45it/s, loss=0.721, pair=0.067, adv=4.014, sprd=0.029]
Ep 027/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:09,  1.49it/s, loss=0.721, pair=0.067, adv=4.014, sprd=0.029]
Ep 027/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:09,  1.49it/s, loss=0.716, pair=0.028, adv=3.386, sprd=0.025]
Ep 027/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:10,  1.44it/s, loss=0.716, pair=0.028, adv=3.386, sprd=0.025]
Ep 027/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:10,  1.44it/s, loss=0.676, pair=0.016, adv=3.377, sprd=0.019]
Ep 027/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:06,  1.52it/s, loss=0.676, pair=0.016, adv=3.377, sprd=0.019]
Ep 027/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:06,  1.52it/s, loss=0.709, pair=0.073, adv=3.316, sprd=0.022]
Ep 027/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:07,  1.49it/s, loss=0.709, pair=0.073, adv=3.316, sprd=0.022]
Ep 027/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:07,  1.49it/s, loss=0.720, pair=0.057, adv=3.648, sprd=0.026]
Ep 027/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:04,  1.54it/s, loss=0.720, pair=0.057, adv=3.648, sprd=0.026]
Ep 027/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:04,  1.54it/s, loss=0.931, pair=0.104, adv=3.268, sprd=0.017]
Ep 027/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:05,  1.50it/s, loss=0.931, pair=0.104, adv=3.268, sprd=0.017]
Ep 027/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:05,  1.50it/s, loss=0.709, pair=0.068, adv=3.752, sprd=0.024]
Ep 027/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:02,  1.56it/s, loss=0.709, pair=0.068, adv=3.752, sprd=0.024]
Ep 027/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:02,  1.56it/s, loss=0.693, pair=0.046, adv=3.175, sprd=0.021]
Ep 027/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:04,  1.50it/s, loss=0.693, pair=0.046, adv=3.175, sprd=0.021]
Ep 027/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:04,  1.50it/s, loss=0.690, pair=0.004, adv=3.613, sprd=0.022]
Ep 027/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:01,  1.54it/s, loss=0.690, pair=0.004, adv=3.613, sprd=0.022]
Ep 027/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:01,  1.54it/s, loss=0.706, pair=0.036, adv=3.854, sprd=0.023]
Ep 027/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:04,  1.46it/s, loss=0.706, pair=0.036, adv=3.854, sprd=0.023]
Ep 027/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:04,  1.46it/s, loss=0.708, pair=0.010, adv=3.485, sprd=0.026]
Ep 027/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:01,  1.51it/s, loss=0.708, pair=0.010, adv=3.485, sprd=0.026]
Ep 027/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:01,  1.51it/s, loss=0.722, pair=0.053, adv=3.710, sprd=0.024]
Ep 027/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:07,  1.36it/s, loss=0.722, pair=0.053, adv=3.710, sprd=0.024]
Ep 027/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:07,  1.36it/s, loss=0.699, pair=0.024, adv=3.758, sprd=0.024]
Ep 027/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:03,  1.43it/s, loss=0.699, pair=0.024, adv=3.758, sprd=0.024]
Ep 027/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:03,  1.43it/s, loss=0.718, pair=0.009, adv=3.791, sprd=0.027]
Ep 027/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:04,  1.39it/s, loss=0.718, pair=0.009, adv=3.791, sprd=0.027]
Ep 027/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:04,  1.39it/s, loss=0.692, pair=0.001, adv=3.637, sprd=0.023]
Ep 027/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.47it/s, loss=0.692, pair=0.001, adv=3.637, sprd=0.023]
Ep 027/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.47it/s, loss=0.717, pair=0.015, adv=3.881, sprd=0.026]
Ep 027/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.42it/s, loss=0.717, pair=0.015, adv=3.881, sprd=0.026]
Ep 027/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.42it/s, loss=0.697, pair=0.039, adv=3.639, sprd=0.022]
Ep 027/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:58,  1.48it/s, loss=0.697, pair=0.039, adv=3.639, sprd=0.022]
Ep 027/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.48it/s, loss=0.713, pair=0.001, adv=3.731, sprd=0.026]
Ep 027/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:01,  1.39it/s, loss=0.713, pair=0.001, adv=3.731, sprd=0.026]
Ep 027/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:01,  1.39it/s, loss=0.691, pair=0.007, adv=3.749, sprd=0.024]
Ep 027/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:57,  1.47it/s, loss=0.691, pair=0.007, adv=3.749, sprd=0.024]
Ep 027/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:57,  1.47it/s, loss=0.721, pair=0.006, adv=3.731, sprd=0.031]
Ep 027/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.41it/s, loss=0.721, pair=0.006, adv=3.731, sprd=0.031]
Ep 027/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.41it/s, loss=0.709, pair=0.010, adv=3.673, sprd=0.026]
Ep 027/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:56,  1.46it/s, loss=0.709, pair=0.010, adv=3.673, sprd=0.026]
Ep 027/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:56,  1.46it/s, loss=0.725, pair=0.019, adv=3.561, sprd=0.026]
Ep 027/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:58,  1.40it/s, loss=0.725, pair=0.019, adv=3.561, sprd=0.026]
Ep 027/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:58,  1.40it/s, loss=0.705, pair=0.055, adv=3.486, sprd=0.022]
Ep 027/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:55,  1.47it/s, loss=0.705, pair=0.055, adv=3.486, sprd=0.022]
Ep 027/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:55,  1.47it/s, loss=0.705, pair=0.044, adv=3.754, sprd=0.021]
Ep 027/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:55,  1.43it/s, loss=0.705, pair=0.044, adv=3.754, sprd=0.021]
Ep 027/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:55,  1.43it/s, loss=0.699, pair=0.004, adv=3.583, sprd=0.024]
Ep 027/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:53,  1.49it/s, loss=0.699, pair=0.004, adv=3.583, sprd=0.024]
Ep 027/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:53,  1.49it/s, loss=0.698, pair=0.020, adv=3.412, sprd=0.022]
Ep 027/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:55,  1.42it/s, loss=0.698, pair=0.020, adv=3.412, sprd=0.022]
Ep 027/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:55,  1.42it/s, loss=0.671, pair=0.026, adv=3.104, sprd=0.022]
Ep 027/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.50it/s, loss=0.671, pair=0.026, adv=3.104, sprd=0.022]
Ep 027/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:51,  1.50it/s, loss=0.699, pair=0.005, adv=3.730, sprd=0.025]
Ep 027/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:53,  1.42it/s, loss=0.699, pair=0.005, adv=3.730, sprd=0.025]
Ep 027/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:53,  1.42it/s, loss=0.684, pair=0.035, adv=3.761, sprd=0.020]
Ep 027/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:49,  1.50it/s, loss=0.684, pair=0.035, adv=3.761, sprd=0.020]
Ep 027/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:49,  1.50it/s, loss=0.704, pair=0.007, adv=3.427, sprd=0.021]
Ep 027/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:54,  1.37it/s, loss=0.704, pair=0.007, adv=3.427, sprd=0.021]
Ep 027/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:54,  1.37it/s, loss=0.695, pair=0.023, adv=3.414, sprd=0.024]
Ep 027/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:49,  1.47it/s, loss=0.695, pair=0.023, adv=3.414, sprd=0.024]
Ep 027/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:49,  1.47it/s, loss=0.716, pair=0.007, adv=3.578, sprd=0.023]
Ep 027/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:51,  1.40it/s, loss=0.716, pair=0.007, adv=3.578, sprd=0.023]
Ep 027/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:51,  1.40it/s, loss=0.691, pair=0.021, adv=3.545, sprd=0.024]
Ep 027/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.47it/s, loss=0.691, pair=0.021, adv=3.545, sprd=0.024]
Ep 027/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.47it/s, loss=0.786, pair=0.013, adv=3.482, sprd=0.025]
Ep 027/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:49,  1.41it/s, loss=0.786, pair=0.013, adv=3.482, sprd=0.025]
Ep 027/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:49,  1.41it/s, loss=0.704, pair=0.009, adv=3.334, sprd=0.028]
Ep 027/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:47,  1.47it/s, loss=0.704, pair=0.009, adv=3.334, sprd=0.028]
Ep 027/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:47,  1.47it/s, loss=0.704, pair=0.002, adv=3.597, sprd=0.019]
Ep 027/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:48,  1.41it/s, loss=0.704, pair=0.002, adv=3.597, sprd=0.019]
Ep 027/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:48,  1.41it/s, loss=0.693, pair=0.086, adv=3.343, sprd=0.019]
Ep 027/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:44,  1.50it/s, loss=0.693, pair=0.086, adv=3.343, sprd=0.019]
Ep 027/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:44,  1.50it/s, loss=0.718, pair=0.020, adv=3.568, sprd=0.023]
Ep 027/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:45,  1.44it/s, loss=0.718, pair=0.020, adv=3.568, sprd=0.023]
Ep 027/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:45,  1.44it/s, loss=0.702, pair=0.006, adv=4.097, sprd=0.027]
Ep 027/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:43,  1.49it/s, loss=0.702, pair=0.006, adv=4.097, sprd=0.027]
Ep 027/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:43,  1.49it/s, loss=0.714, pair=0.031, adv=3.882, sprd=0.026]
Ep 027/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:44,  1.44it/s, loss=0.714, pair=0.031, adv=3.882, sprd=0.026]
Ep 027/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:44,  1.44it/s, loss=0.731, pair=0.041, adv=3.814, sprd=0.031]
Ep 027/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.50it/s, loss=0.731, pair=0.041, adv=3.814, sprd=0.031]
Ep 027/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.50it/s, loss=0.700, pair=0.029, adv=3.662, sprd=0.022]
Ep 027/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:42,  1.45it/s, loss=0.700, pair=0.029, adv=3.662, sprd=0.022]
Ep 027/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:42,  1.45it/s, loss=0.675, pair=0.002, adv=3.565, sprd=0.020]
Ep 027/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:40,  1.51it/s, loss=0.675, pair=0.002, adv=3.565, sprd=0.020]
Ep 027/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:40,  1.51it/s, loss=0.709, pair=0.011, adv=3.467, sprd=0.022]
Ep 027/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:41,  1.46it/s, loss=0.709, pair=0.011, adv=3.467, sprd=0.022]
Ep 027/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:41,  1.46it/s, loss=0.693, pair=0.051, adv=3.784, sprd=0.021]
Ep 027/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:38,  1.52it/s, loss=0.693, pair=0.051, adv=3.784, sprd=0.021]
Ep 027/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:38,  1.52it/s, loss=0.722, pair=0.034, adv=3.590, sprd=0.028]
Ep 027/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:39,  1.47it/s, loss=0.722, pair=0.034, adv=3.590, sprd=0.028]
Ep 027/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:39,  1.47it/s, loss=0.700, pair=0.007, adv=3.867, sprd=0.026]
Ep 027/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:37,  1.53it/s, loss=0.700, pair=0.007, adv=3.867, sprd=0.026]
Ep 027/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:37,  1.53it/s, loss=0.709, pair=0.016, adv=3.426, sprd=0.020]
Ep 027/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:38,  1.44it/s, loss=0.709, pair=0.016, adv=3.426, sprd=0.020]
Ep 027/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:38,  1.44it/s, loss=0.716, pair=0.007, adv=3.476, sprd=0.033]
Ep 027/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:37,  1.48it/s, loss=0.716, pair=0.007, adv=3.476, sprd=0.033]
Ep 027/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.48it/s, loss=0.704, pair=0.003, adv=3.529, sprd=0.025]
Ep 027/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.43it/s, loss=0.704, pair=0.003, adv=3.529, sprd=0.025]
Ep 027/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.43it/s, loss=0.700, pair=0.008, adv=3.759, sprd=0.025]
Ep 027/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:35,  1.48it/s, loss=0.700, pair=0.008, adv=3.759, sprd=0.025]
Ep 027/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:35,  1.48it/s, loss=0.684, pair=0.025, adv=3.690, sprd=0.020]
Ep 027/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.43it/s, loss=0.684, pair=0.025, adv=3.690, sprd=0.020]
Ep 027/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.43it/s, loss=0.685, pair=0.035, adv=3.261, sprd=0.021]
Ep 027/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.50it/s, loss=0.685, pair=0.035, adv=3.261, sprd=0.021]
Ep 027/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.50it/s, loss=0.715, pair=0.003, adv=3.749, sprd=0.025]
Ep 027/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:35,  1.40it/s, loss=0.715, pair=0.003, adv=3.749, sprd=0.025]
Ep 027/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:35,  1.40it/s, loss=0.711, pair=0.008, adv=3.825, sprd=0.028]
Ep 027/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:33,  1.46it/s, loss=0.711, pair=0.008, adv=3.825, sprd=0.028]
Ep 027/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:33,  1.46it/s, loss=0.724, pair=0.026, adv=3.634, sprd=0.027]
Ep 027/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:33,  1.42it/s, loss=0.724, pair=0.026, adv=3.634, sprd=0.027]
Ep 027/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.42it/s, loss=0.685, pair=0.043, adv=3.453, sprd=0.016]
Ep 027/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.50it/s, loss=0.685, pair=0.043, adv=3.453, sprd=0.016]
Ep 027/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.50it/s, loss=0.705, pair=0.003, adv=3.826, sprd=0.024]
Ep 027/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.43it/s, loss=0.705, pair=0.003, adv=3.826, sprd=0.024]
Ep 027/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.43it/s, loss=0.696, pair=0.005, adv=3.727, sprd=0.025]
Ep 027/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:30,  1.48it/s, loss=0.696, pair=0.005, adv=3.727, sprd=0.025]
Ep 027/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.48it/s, loss=0.771, pair=0.005, adv=3.634, sprd=0.024]
Ep 027/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:30,  1.43it/s, loss=0.771, pair=0.005, adv=3.634, sprd=0.024]
Ep 027/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.43it/s, loss=0.694, pair=0.004, adv=3.791, sprd=0.025]
Ep 027/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.51it/s, loss=0.694, pair=0.004, adv=3.791, sprd=0.025]
Ep 027/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.51it/s, loss=0.684, pair=0.008, adv=3.734, sprd=0.020]
Ep 027/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:28,  1.46it/s, loss=0.684, pair=0.008, adv=3.734, sprd=0.020]
Ep 027/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:28,  1.46it/s, loss=0.684, pair=0.013, adv=3.655, sprd=0.025]
Ep 027/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.51it/s, loss=0.684, pair=0.013, adv=3.655, sprd=0.025]
Ep 027/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.51it/s, loss=0.713, pair=0.012, adv=3.674, sprd=0.024]
Ep 027/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.47it/s, loss=0.713, pair=0.012, adv=3.674, sprd=0.024]
Ep 027/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.47it/s, loss=0.709, pair=0.010, adv=3.814, sprd=0.028]
Ep 027/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:25,  1.52it/s, loss=0.709, pair=0.010, adv=3.814, sprd=0.028]
Ep 027/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.52it/s, loss=0.714, pair=0.001, adv=3.907, sprd=0.027]
Ep 027/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:25,  1.49it/s, loss=0.714, pair=0.001, adv=3.907, sprd=0.027]
Ep 027/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:25,  1.49it/s, loss=0.703, pair=0.010, adv=3.736, sprd=0.026]
Ep 027/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.53it/s, loss=0.703, pair=0.010, adv=3.736, sprd=0.026]
Ep 027/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.53it/s, loss=0.710, pair=0.016, adv=3.964, sprd=0.023]
Ep 027/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:24,  1.47it/s, loss=0.710, pair=0.016, adv=3.964, sprd=0.023]
Ep 027/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:24,  1.47it/s, loss=0.696, pair=0.004, adv=3.845, sprd=0.026]
Ep 027/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:22,  1.53it/s, loss=0.696, pair=0.004, adv=3.845, sprd=0.026]
Ep 027/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:22,  1.53it/s, loss=0.755, pair=0.006, adv=3.292, sprd=0.020]
Ep 027/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:22,  1.49it/s, loss=0.755, pair=0.006, adv=3.292, sprd=0.020]
Ep 027/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:22,  1.49it/s, loss=0.668, pair=0.017, adv=3.300, sprd=0.015]
Ep 027/60 [S2:+mat]:  90%|██▋| 300/333 [03:26<00:21,  1.57it/s, loss=0.668, pair=0.017, adv=3.300, sprd=0.015]
Ep 027/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:21,  1.57it/s, loss=0.703, pair=0.029, adv=3.722, sprd=0.020]
Ep 027/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:21,  1.48it/s, loss=0.703, pair=0.029, adv=3.722, sprd=0.020]
Ep 027/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:21,  1.48it/s, loss=0.717, pair=0.022, adv=3.946, sprd=0.028]
Ep 027/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.54it/s, loss=0.717, pair=0.022, adv=3.946, sprd=0.028]
Ep 027/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.54it/s, loss=0.721, pair=0.007, adv=3.722, sprd=0.028]
Ep 027/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:20,  1.45it/s, loss=0.721, pair=0.007, adv=3.722, sprd=0.028]
Ep 027/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:20,  1.45it/s, loss=0.700, pair=0.014, adv=3.807, sprd=0.023]
Ep 027/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.51it/s, loss=0.700, pair=0.014, adv=3.807, sprd=0.023]
Ep 027/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.51it/s, loss=0.693, pair=0.028, adv=3.326, sprd=0.021]
Ep 027/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:20,  1.40it/s, loss=0.693, pair=0.028, adv=3.326, sprd=0.021]
Ep 027/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:20,  1.40it/s, loss=0.691, pair=0.017, adv=3.619, sprd=0.022]
Ep 027/60 [S2:+mat]:  92%|██▊| 306/333 [03:30<00:18,  1.47it/s, loss=0.691, pair=0.017, adv=3.619, sprd=0.022]
Ep 027/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.47it/s, loss=0.711, pair=0.017, adv=3.465, sprd=0.022]
Ep 027/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:19,  1.37it/s, loss=0.711, pair=0.017, adv=3.465, sprd=0.022]
Ep 027/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:19,  1.37it/s, loss=0.718, pair=0.008, adv=3.588, sprd=0.026]
Ep 027/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:17,  1.45it/s, loss=0.718, pair=0.008, adv=3.588, sprd=0.026]
Ep 027/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:17,  1.45it/s, loss=0.714, pair=0.020, adv=3.505, sprd=0.026]
Ep 027/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.714, pair=0.020, adv=3.505, sprd=0.026]
Ep 027/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.699, pair=0.018, adv=3.784, sprd=0.026]
Ep 027/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.699, pair=0.018, adv=3.784, sprd=0.026]
Ep 027/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.700, pair=0.022, adv=3.807, sprd=0.023]
Ep 027/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.700, pair=0.022, adv=3.807, sprd=0.023]
Ep 027/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.46it/s, loss=0.710, pair=0.014, adv=3.619, sprd=0.028]
Ep 027/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.710, pair=0.014, adv=3.619, sprd=0.028]
Ep 027/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.711, pair=0.054, adv=3.755, sprd=0.022]
Ep 027/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:13,  1.46it/s, loss=0.711, pair=0.054, adv=3.755, sprd=0.022]
Ep 027/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.46it/s, loss=0.728, pair=0.080, adv=3.317, sprd=0.026]
Ep 027/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.51it/s, loss=0.728, pair=0.080, adv=3.317, sprd=0.026]
Ep 027/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.51it/s, loss=0.807, pair=0.060, adv=3.324, sprd=0.019]
Ep 027/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.45it/s, loss=0.807, pair=0.060, adv=3.324, sprd=0.019]
Ep 027/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.45it/s, loss=0.697, pair=0.073, adv=3.518, sprd=0.018]
Ep 027/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.54it/s, loss=0.697, pair=0.073, adv=3.518, sprd=0.018]
Ep 027/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.54it/s, loss=0.732, pair=0.006, adv=4.055, sprd=0.026]
Ep 027/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.45it/s, loss=0.732, pair=0.006, adv=4.055, sprd=0.026]
Ep 027/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.45it/s, loss=0.690, pair=0.049, adv=3.784, sprd=0.022]
Ep 027/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:09,  1.52it/s, loss=0.690, pair=0.049, adv=3.784, sprd=0.022]
Ep 027/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:09,  1.52it/s, loss=0.688, pair=0.016, adv=3.563, sprd=0.017]
Ep 027/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.46it/s, loss=0.688, pair=0.016, adv=3.563, sprd=0.017]
Ep 027/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.46it/s, loss=0.710, pair=0.043, adv=3.312, sprd=0.026]
Ep 027/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.710, pair=0.043, adv=3.312, sprd=0.026]
Ep 027/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.719, pair=0.020, adv=3.813, sprd=0.027]
Ep 027/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.719, pair=0.020, adv=3.813, sprd=0.027]
Ep 027/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.714, pair=0.020, adv=3.555, sprd=0.029]
Ep 027/60 [S2:+mat]:  97%|██▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.714, pair=0.020, adv=3.555, sprd=0.029]
Ep 027/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.778, pair=0.024, adv=3.728, sprd=0.020]
Ep 027/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:06,  1.43it/s, loss=0.778, pair=0.024, adv=3.728, sprd=0.020]
Ep 027/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.706, pair=0.055, adv=3.735, sprd=0.022]
Ep 027/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.50it/s, loss=0.706, pair=0.055, adv=3.735, sprd=0.022]
Ep 027/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.50it/s, loss=0.786, pair=0.051, adv=3.340, sprd=0.019]
Ep 027/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.786, pair=0.051, adv=3.340, sprd=0.019]
Ep 027/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.695, pair=0.071, adv=3.887, sprd=0.020]
Ep 027/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.695, pair=0.071, adv=3.887, sprd=0.020]
Ep 027/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.786, pair=0.009, adv=3.890, sprd=0.022]
Ep 027/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.786, pair=0.009, adv=3.890, sprd=0.022]
Ep 027/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.692, pair=0.039, adv=3.922, sprd=0.022]
Ep 027/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.692, pair=0.039, adv=3.922, sprd=0.022]
Ep 027/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.50it/s, loss=0.737, pair=0.056, adv=4.102, sprd=0.026]
Ep 027/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.737, pair=0.056, adv=4.102, sprd=0.026]
Ep 027/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.686, pair=0.007, adv=3.728, sprd=0.021]
Ep 027/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.686, pair=0.007, adv=3.728, sprd=0.021]
Ep 027/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.770, pair=0.014, adv=3.804, sprd=0.023]
Ep 027/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.45it/s, loss=0.770, pair=0.014, adv=3.804, sprd=0.023]
Ep 027/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.691, pair=0.034, adv=3.749, sprd=0.022]
Ep 027/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.691, pair=0.034, adv=3.749, sprd=0.022]
Ep 027/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.52it/s, loss=0.703, pair=0.015, adv=3.827, sprd=0.022]
Ep 027/60 [S2:+mat]: 100%|███| 333/333 [03:49<00:00,  1.41it/s, loss=0.703, pair=0.015, adv=3.827, sprd=0.022]
                                                                                                              
Epoch 027/60 [S2:+mat]  loss=0.7108  mat=0.2364  sens=1.0367  pair=0.0287  adv=3.6542(rand=3.37)  deg=0.0179  orth=0.0042  spread=0.0242  q_mean=49.6  q_std=13.6  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.24e-05  229s

Ep 028/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 028/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.705, pair=0.004, adv=3.219, sprd=0.025]
Ep 028/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:49,  1.23s/it, loss=0.705, pair=0.004, adv=3.219, sprd=0.025]
Ep 028/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:49,  1.23s/it, loss=0.682, pair=0.008, adv=3.854, sprd=0.022]
Ep 028/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:36,  1.20it/s, loss=0.682, pair=0.008, adv=3.854, sprd=0.022]
Ep 028/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:36,  1.20it/s, loss=0.710, pair=0.006, adv=3.834, sprd=0.025]
Ep 028/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:27,  1.24it/s, loss=0.710, pair=0.006, adv=3.834, sprd=0.025]
Ep 028/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:27,  1.24it/s, loss=0.685, pair=0.003, adv=4.134, sprd=0.020]
Ep 028/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:54,  1.40it/s, loss=0.685, pair=0.003, adv=4.134, sprd=0.020]
Ep 028/60 [S2:+mat]:   1%|     | 4/333 [00:04<03:54,  1.40it/s, loss=0.720, pair=0.010, adv=4.200, sprd=0.025]
Ep 028/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:14,  1.29it/s, loss=0.720, pair=0.010, adv=4.200, sprd=0.025]
Ep 028/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:14,  1.29it/s, loss=0.687, pair=0.014, adv=3.923, sprd=0.022]
Ep 028/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:52,  1.41it/s, loss=0.687, pair=0.014, adv=3.923, sprd=0.022]
Ep 028/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:52,  1.41it/s, loss=0.759, pair=0.008, adv=3.571, sprd=0.025]
Ep 028/60 [S2:+mat]:   2%|     | 7/333 [00:05<04:04,  1.33it/s, loss=0.759, pair=0.008, adv=3.571, sprd=0.025]
Ep 028/60 [S2:+mat]:   2%|     | 7/333 [00:06<04:04,  1.33it/s, loss=0.742, pair=0.029, adv=4.037, sprd=0.028]
Ep 028/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:49,  1.42it/s, loss=0.742, pair=0.029, adv=4.037, sprd=0.028]
Ep 028/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:49,  1.42it/s, loss=0.676, pair=0.028, adv=3.679, sprd=0.019]
Ep 028/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:53,  1.38it/s, loss=0.676, pair=0.028, adv=3.679, sprd=0.019]
Ep 028/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:53,  1.38it/s, loss=0.704, pair=0.022, adv=3.792, sprd=0.027]
Ep 028/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:39,  1.47it/s, loss=0.704, pair=0.022, adv=3.792, sprd=0.027]
Ep 028/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:39,  1.47it/s, loss=0.712, pair=0.006, adv=4.082, sprd=0.024]
Ep 028/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:44,  1.43it/s, loss=0.712, pair=0.006, adv=4.082, sprd=0.024]
Ep 028/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:44,  1.43it/s, loss=0.681, pair=0.007, adv=4.080, sprd=0.021]
Ep 028/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:32,  1.51it/s, loss=0.681, pair=0.007, adv=4.080, sprd=0.021]
Ep 028/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:32,  1.51it/s, loss=0.702, pair=0.004, adv=4.213, sprd=0.026]
Ep 028/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:43,  1.43it/s, loss=0.702, pair=0.004, adv=4.213, sprd=0.026]
Ep 028/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:43,  1.43it/s, loss=0.709, pair=0.009, adv=3.995, sprd=0.025]
Ep 028/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:35,  1.48it/s, loss=0.709, pair=0.009, adv=3.995, sprd=0.025]
Ep 028/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:35,  1.48it/s, loss=0.699, pair=0.020, adv=3.539, sprd=0.024]
Ep 028/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:40,  1.44it/s, loss=0.699, pair=0.020, adv=3.539, sprd=0.024]
Ep 028/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:40,  1.44it/s, loss=0.690, pair=0.028, adv=3.513, sprd=0.022]
Ep 028/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:30,  1.50it/s, loss=0.690, pair=0.028, adv=3.513, sprd=0.022]
Ep 028/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:30,  1.50it/s, loss=0.686, pair=0.013, adv=4.246, sprd=0.019]
Ep 028/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:37,  1.45it/s, loss=0.686, pair=0.013, adv=4.246, sprd=0.019]
Ep 028/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:37,  1.45it/s, loss=0.725, pair=0.017, adv=4.182, sprd=0.031]
Ep 028/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:29,  1.50it/s, loss=0.725, pair=0.017, adv=4.182, sprd=0.031]
Ep 028/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:29,  1.50it/s, loss=0.707, pair=0.023, adv=4.137, sprd=0.024]
Ep 028/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:36,  1.45it/s, loss=0.707, pair=0.023, adv=4.137, sprd=0.024]
Ep 028/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:36,  1.45it/s, loss=0.699, pair=0.016, adv=3.835, sprd=0.025]
Ep 028/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:27,  1.50it/s, loss=0.699, pair=0.016, adv=3.835, sprd=0.025]
Ep 028/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:27,  1.50it/s, loss=0.710, pair=0.039, adv=4.017, sprd=0.020]
Ep 028/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:38,  1.43it/s, loss=0.710, pair=0.039, adv=4.017, sprd=0.020]
Ep 028/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:38,  1.43it/s, loss=0.917, pair=0.030, adv=3.762, sprd=0.028]
Ep 028/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:30,  1.48it/s, loss=0.917, pair=0.030, adv=3.762, sprd=0.028]
Ep 028/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:30,  1.48it/s, loss=0.730, pair=0.112, adv=3.836, sprd=0.025]
Ep 028/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:35,  1.44it/s, loss=0.730, pair=0.112, adv=3.836, sprd=0.025]
Ep 028/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:35,  1.44it/s, loss=0.716, pair=0.037, adv=4.102, sprd=0.027]
Ep 028/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:27,  1.49it/s, loss=0.716, pair=0.037, adv=4.102, sprd=0.027]
Ep 028/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:27,  1.49it/s, loss=0.728, pair=0.051, adv=3.788, sprd=0.026]
Ep 028/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:38,  1.41it/s, loss=0.728, pair=0.051, adv=3.788, sprd=0.026]
Ep 028/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:38,  1.41it/s, loss=0.681, pair=0.013, adv=3.822, sprd=0.021]
Ep 028/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:27,  1.48it/s, loss=0.681, pair=0.013, adv=3.822, sprd=0.021]
Ep 028/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:27,  1.48it/s, loss=0.744, pair=0.085, adv=3.920, sprd=0.024]
Ep 028/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:45,  1.36it/s, loss=0.744, pair=0.085, adv=3.920, sprd=0.024]
Ep 028/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:45,  1.36it/s, loss=0.701, pair=0.024, adv=3.634, sprd=0.027]
Ep 028/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:31,  1.44it/s, loss=0.701, pair=0.024, adv=3.634, sprd=0.027]
Ep 028/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:31,  1.44it/s, loss=0.785, pair=0.045, adv=4.164, sprd=0.023]
Ep 028/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:36,  1.40it/s, loss=0.785, pair=0.045, adv=4.164, sprd=0.023]
Ep 028/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:36,  1.40it/s, loss=0.713, pair=0.028, adv=3.657, sprd=0.031]
Ep 028/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:27,  1.46it/s, loss=0.713, pair=0.028, adv=3.657, sprd=0.031]
Ep 028/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:27,  1.46it/s, loss=0.714, pair=0.029, adv=4.007, sprd=0.024]
Ep 028/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:34,  1.41it/s, loss=0.714, pair=0.029, adv=4.007, sprd=0.024]
Ep 028/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:34,  1.41it/s, loss=0.698, pair=0.040, adv=4.213, sprd=0.026]
Ep 028/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:24,  1.47it/s, loss=0.698, pair=0.040, adv=4.213, sprd=0.026]
Ep 028/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:24,  1.47it/s, loss=0.707, pair=0.030, adv=3.954, sprd=0.026]
Ep 028/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.707, pair=0.030, adv=3.954, sprd=0.026]
Ep 028/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.821, pair=0.208, adv=3.359, sprd=0.026]
Ep 028/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:21,  1.49it/s, loss=0.821, pair=0.208, adv=3.359, sprd=0.026]
Ep 028/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:21,  1.49it/s, loss=0.726, pair=0.013, adv=3.940, sprd=0.032]
Ep 028/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:37,  1.37it/s, loss=0.726, pair=0.013, adv=3.940, sprd=0.032]
Ep 028/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:37,  1.37it/s, loss=0.733, pair=0.054, adv=4.312, sprd=0.032]
Ep 028/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:24,  1.45it/s, loss=0.733, pair=0.054, adv=4.312, sprd=0.032]
Ep 028/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:24,  1.45it/s, loss=0.686, pair=0.003, adv=3.523, sprd=0.020]
Ep 028/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:36,  1.37it/s, loss=0.686, pair=0.003, adv=3.523, sprd=0.020]
Ep 028/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:36,  1.37it/s, loss=0.686, pair=0.016, adv=3.673, sprd=0.020]
Ep 028/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:22,  1.45it/s, loss=0.686, pair=0.016, adv=3.673, sprd=0.020]
Ep 028/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:22,  1.45it/s, loss=0.689, pair=0.015, adv=3.950, sprd=0.020]
Ep 028/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:29,  1.40it/s, loss=0.689, pair=0.015, adv=3.950, sprd=0.020]
Ep 028/60 [S2:+mat]:  12%|▍   | 39/333 [00:28<03:29,  1.40it/s, loss=0.701, pair=0.009, adv=3.874, sprd=0.024]
Ep 028/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:20,  1.46it/s, loss=0.701, pair=0.009, adv=3.874, sprd=0.024]
Ep 028/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:20,  1.46it/s, loss=0.709, pair=0.018, adv=3.804, sprd=0.028]
Ep 028/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:28,  1.40it/s, loss=0.709, pair=0.018, adv=3.804, sprd=0.028]
Ep 028/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:28,  1.40it/s, loss=0.675, pair=0.014, adv=3.797, sprd=0.020]
Ep 028/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:16,  1.48it/s, loss=0.675, pair=0.014, adv=3.797, sprd=0.020]
Ep 028/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:16,  1.48it/s, loss=0.725, pair=0.012, adv=4.066, sprd=0.026]
Ep 028/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:26,  1.41it/s, loss=0.725, pair=0.012, adv=4.066, sprd=0.026]
Ep 028/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:26,  1.41it/s, loss=0.711, pair=0.024, adv=3.907, sprd=0.028]
Ep 028/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:15,  1.48it/s, loss=0.711, pair=0.024, adv=3.907, sprd=0.028]
Ep 028/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:15,  1.48it/s, loss=0.709, pair=0.006, adv=3.745, sprd=0.024]
Ep 028/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:25,  1.40it/s, loss=0.709, pair=0.006, adv=3.745, sprd=0.024]
Ep 028/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:25,  1.40it/s, loss=0.692, pair=0.006, adv=3.848, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:15,  1.47it/s, loss=0.692, pair=0.006, adv=3.848, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 46/333 [00:33<03:15,  1.47it/s, loss=0.786, pair=0.048, adv=3.867, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:19,  1.43it/s, loss=0.786, pair=0.048, adv=3.867, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:19,  1.43it/s, loss=0.797, pair=0.112, adv=3.591, sprd=0.031]
Ep 028/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:13,  1.47it/s, loss=0.797, pair=0.112, adv=3.591, sprd=0.031]
Ep 028/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:13,  1.47it/s, loss=0.727, pair=0.037, adv=3.957, sprd=0.026]
Ep 028/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:18,  1.43it/s, loss=0.727, pair=0.037, adv=3.957, sprd=0.026]
Ep 028/60 [S2:+mat]:  15%|▌   | 49/333 [00:35<03:18,  1.43it/s, loss=0.692, pair=0.017, adv=3.465, sprd=0.024]
Ep 028/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:06,  1.51it/s, loss=0.692, pair=0.017, adv=3.465, sprd=0.024]
Ep 028/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:06,  1.51it/s, loss=0.732, pair=0.050, adv=3.652, sprd=0.027]
Ep 028/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:13,  1.46it/s, loss=0.732, pair=0.050, adv=3.652, sprd=0.027]
Ep 028/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:13,  1.46it/s, loss=0.697, pair=0.036, adv=3.791, sprd=0.021]
Ep 028/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:04,  1.52it/s, loss=0.697, pair=0.036, adv=3.791, sprd=0.021]
Ep 028/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:04,  1.52it/s, loss=0.723, pair=0.039, adv=3.921, sprd=0.021]
Ep 028/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:13,  1.45it/s, loss=0.723, pair=0.039, adv=3.921, sprd=0.021]
Ep 028/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:13,  1.45it/s, loss=0.696, pair=0.022, adv=4.079, sprd=0.025]
Ep 028/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:05,  1.50it/s, loss=0.696, pair=0.022, adv=4.079, sprd=0.025]
Ep 028/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:05,  1.50it/s, loss=0.740, pair=0.012, adv=4.210, sprd=0.032]
Ep 028/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:13,  1.44it/s, loss=0.740, pair=0.012, adv=4.210, sprd=0.032]
Ep 028/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:13,  1.44it/s, loss=0.735, pair=0.025, adv=3.809, sprd=0.031]
Ep 028/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:08,  1.47it/s, loss=0.735, pair=0.025, adv=3.809, sprd=0.031]
Ep 028/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:08,  1.47it/s, loss=0.715, pair=0.023, adv=4.117, sprd=0.023]
Ep 028/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:11,  1.44it/s, loss=0.715, pair=0.023, adv=4.117, sprd=0.023]
Ep 028/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:11,  1.44it/s, loss=0.694, pair=0.022, adv=3.754, sprd=0.026]
Ep 028/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:02,  1.50it/s, loss=0.694, pair=0.022, adv=3.754, sprd=0.026]
Ep 028/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:02,  1.50it/s, loss=0.708, pair=0.013, adv=4.046, sprd=0.023]
Ep 028/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:19,  1.37it/s, loss=0.708, pair=0.013, adv=4.046, sprd=0.023]
Ep 028/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:19,  1.37it/s, loss=0.700, pair=0.027, adv=3.609, sprd=0.024]
Ep 028/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:08,  1.45it/s, loss=0.700, pair=0.027, adv=3.609, sprd=0.024]
Ep 028/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:08,  1.45it/s, loss=0.712, pair=0.010, adv=4.033, sprd=0.022]
Ep 028/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:15,  1.39it/s, loss=0.712, pair=0.010, adv=4.033, sprd=0.022]
Ep 028/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:15,  1.39it/s, loss=0.696, pair=0.016, adv=3.525, sprd=0.023]
Ep 028/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:04,  1.47it/s, loss=0.696, pair=0.016, adv=3.525, sprd=0.023]
Ep 028/60 [S2:+mat]:  19%|▋   | 62/333 [00:44<03:04,  1.47it/s, loss=0.698, pair=0.012, adv=3.999, sprd=0.021]
Ep 028/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:20,  1.35it/s, loss=0.698, pair=0.012, adv=3.999, sprd=0.021]
Ep 028/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:20,  1.35it/s, loss=0.693, pair=0.001, adv=3.839, sprd=0.026]
Ep 028/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:07,  1.43it/s, loss=0.693, pair=0.001, adv=3.839, sprd=0.026]
Ep 028/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:07,  1.43it/s, loss=0.692, pair=0.014, adv=3.638, sprd=0.020]
Ep 028/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:19,  1.35it/s, loss=0.692, pair=0.014, adv=3.638, sprd=0.020]
Ep 028/60 [S2:+mat]:  20%|▊   | 65/333 [00:46<03:19,  1.35it/s, loss=0.708, pair=0.010, adv=3.975, sprd=0.028]
Ep 028/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:07,  1.43it/s, loss=0.708, pair=0.010, adv=3.975, sprd=0.028]
Ep 028/60 [S2:+mat]:  20%|▊   | 66/333 [00:47<03:07,  1.43it/s, loss=0.720, pair=0.032, adv=4.130, sprd=0.027]
Ep 028/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:11,  1.39it/s, loss=0.720, pair=0.032, adv=4.130, sprd=0.027]
Ep 028/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:11,  1.39it/s, loss=0.683, pair=0.020, adv=3.717, sprd=0.023]
Ep 028/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:00,  1.47it/s, loss=0.683, pair=0.020, adv=3.717, sprd=0.023]
Ep 028/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<03:00,  1.47it/s, loss=0.707, pair=0.009, adv=3.766, sprd=0.022]
Ep 028/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:06,  1.41it/s, loss=0.707, pair=0.009, adv=3.766, sprd=0.022]
Ep 028/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:06,  1.41it/s, loss=0.706, pair=0.017, adv=3.555, sprd=0.026]
Ep 028/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:58,  1.47it/s, loss=0.706, pair=0.017, adv=3.555, sprd=0.026]
Ep 028/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:58,  1.47it/s, loss=0.703, pair=0.021, adv=3.774, sprd=0.022]
Ep 028/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:10,  1.37it/s, loss=0.703, pair=0.021, adv=3.774, sprd=0.022]
Ep 028/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:10,  1.37it/s, loss=0.670, pair=0.033, adv=3.216, sprd=0.020]
Ep 028/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:56,  1.48it/s, loss=0.670, pair=0.033, adv=3.216, sprd=0.020]
Ep 028/60 [S2:+mat]:  22%|▊   | 72/333 [00:51<02:56,  1.48it/s, loss=0.720, pair=0.006, adv=3.462, sprd=0.027]
Ep 028/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:05,  1.40it/s, loss=0.720, pair=0.006, adv=3.462, sprd=0.027]
Ep 028/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:05,  1.40it/s, loss=0.685, pair=0.003, adv=4.132, sprd=0.025]
Ep 028/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:55,  1.47it/s, loss=0.685, pair=0.003, adv=4.132, sprd=0.025]
Ep 028/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:55,  1.47it/s, loss=0.742, pair=0.041, adv=3.850, sprd=0.025]
Ep 028/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:58,  1.44it/s, loss=0.742, pair=0.041, adv=3.850, sprd=0.025]
Ep 028/60 [S2:+mat]:  23%|▉   | 75/333 [00:53<02:58,  1.44it/s, loss=0.718, pair=0.089, adv=3.824, sprd=0.023]
Ep 028/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:50,  1.51it/s, loss=0.718, pair=0.089, adv=3.824, sprd=0.023]
Ep 028/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:50,  1.51it/s, loss=0.718, pair=0.072, adv=3.874, sprd=0.024]
Ep 028/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:53,  1.47it/s, loss=0.718, pair=0.072, adv=3.874, sprd=0.024]
Ep 028/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<02:53,  1.47it/s, loss=0.688, pair=0.030, adv=3.308, sprd=0.022]
Ep 028/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:45,  1.54it/s, loss=0.688, pair=0.030, adv=3.308, sprd=0.022]
Ep 028/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:45,  1.54it/s, loss=0.690, pair=0.012, adv=3.375, sprd=0.019]
Ep 028/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:52,  1.47it/s, loss=0.690, pair=0.012, adv=3.375, sprd=0.019]
Ep 028/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:52,  1.47it/s, loss=0.672, pair=0.021, adv=3.287, sprd=0.022]
Ep 028/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:44,  1.54it/s, loss=0.672, pair=0.021, adv=3.287, sprd=0.022]
Ep 028/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:44,  1.54it/s, loss=0.722, pair=0.034, adv=3.559, sprd=0.027]
Ep 028/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:51,  1.47it/s, loss=0.722, pair=0.034, adv=3.559, sprd=0.027]
Ep 028/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<02:51,  1.47it/s, loss=0.710, pair=0.049, adv=3.909, sprd=0.025]
Ep 028/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:45,  1.52it/s, loss=0.710, pair=0.049, adv=3.909, sprd=0.025]
Ep 028/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:45,  1.52it/s, loss=0.710, pair=0.005, adv=3.590, sprd=0.024]
Ep 028/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:49,  1.47it/s, loss=0.710, pair=0.005, adv=3.590, sprd=0.024]
Ep 028/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:49,  1.47it/s, loss=0.717, pair=0.047, adv=3.649, sprd=0.027]
Ep 028/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:41,  1.54it/s, loss=0.717, pair=0.047, adv=3.649, sprd=0.027]
Ep 028/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:41,  1.54it/s, loss=0.685, pair=0.007, adv=4.081, sprd=0.021]
Ep 028/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.685, pair=0.007, adv=4.081, sprd=0.021]
Ep 028/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.701, pair=0.025, adv=3.783, sprd=0.026]
Ep 028/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:44,  1.50it/s, loss=0.701, pair=0.025, adv=3.783, sprd=0.026]
Ep 028/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:44,  1.50it/s, loss=0.730, pair=0.014, adv=3.307, sprd=0.020]
Ep 028/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:50,  1.44it/s, loss=0.730, pair=0.014, adv=3.307, sprd=0.020]
Ep 028/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:50,  1.44it/s, loss=0.681, pair=0.008, adv=3.592, sprd=0.021]
Ep 028/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:42,  1.51it/s, loss=0.681, pair=0.008, adv=3.592, sprd=0.021]
Ep 028/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:42,  1.51it/s, loss=0.713, pair=0.006, adv=3.542, sprd=0.023]
Ep 028/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:54,  1.40it/s, loss=0.713, pair=0.006, adv=3.542, sprd=0.023]
Ep 028/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:54,  1.40it/s, loss=0.677, pair=0.014, adv=3.942, sprd=0.021]
Ep 028/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.49it/s, loss=0.677, pair=0.014, adv=3.942, sprd=0.021]
Ep 028/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:43,  1.49it/s, loss=0.693, pair=0.011, adv=3.529, sprd=0.023]
Ep 028/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:48,  1.44it/s, loss=0.693, pair=0.011, adv=3.529, sprd=0.023]
Ep 028/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:48,  1.44it/s, loss=0.696, pair=0.024, adv=3.841, sprd=0.026]
Ep 028/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:41,  1.49it/s, loss=0.696, pair=0.024, adv=3.841, sprd=0.026]
Ep 028/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:41,  1.49it/s, loss=0.644, pair=0.013, adv=3.159, sprd=0.016]
Ep 028/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:47,  1.44it/s, loss=0.644, pair=0.013, adv=3.159, sprd=0.016]
Ep 028/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:47,  1.44it/s, loss=0.685, pair=0.011, adv=3.618, sprd=0.022]
Ep 028/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:38,  1.51it/s, loss=0.685, pair=0.011, adv=3.618, sprd=0.022]
Ep 028/60 [S2:+mat]:  28%|█▏  | 94/333 [01:06<02:38,  1.51it/s, loss=0.703, pair=0.011, adv=3.455, sprd=0.024]
Ep 028/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:45,  1.44it/s, loss=0.703, pair=0.011, adv=3.455, sprd=0.024]
Ep 028/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:45,  1.44it/s, loss=0.686, pair=0.013, adv=3.405, sprd=0.023]
Ep 028/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:37,  1.51it/s, loss=0.686, pair=0.013, adv=3.405, sprd=0.023]
Ep 028/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:37,  1.51it/s, loss=0.702, pair=0.002, adv=4.006, sprd=0.028]
Ep 028/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:44,  1.43it/s, loss=0.702, pair=0.002, adv=4.006, sprd=0.028]
Ep 028/60 [S2:+mat]:  29%|█▏  | 97/333 [01:08<02:44,  1.43it/s, loss=0.727, pair=0.011, adv=3.748, sprd=0.032]
Ep 028/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:40,  1.47it/s, loss=0.727, pair=0.011, adv=3.748, sprd=0.032]
Ep 028/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:40,  1.47it/s, loss=0.687, pair=0.008, adv=3.687, sprd=0.022]
Ep 028/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:45,  1.41it/s, loss=0.687, pair=0.008, adv=3.687, sprd=0.022]
Ep 028/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:45,  1.41it/s, loss=0.696, pair=0.039, adv=3.738, sprd=0.024]
Ep 028/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:38,  1.47it/s, loss=0.696, pair=0.039, adv=3.738, sprd=0.024]
Ep 028/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:38,  1.47it/s, loss=0.721, pair=0.014, adv=4.169, sprd=0.026]
Ep 028/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:42,  1.43it/s, loss=0.721, pair=0.014, adv=4.169, sprd=0.026]
Ep 028/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:42,  1.43it/s, loss=0.709, pair=0.019, adv=3.989, sprd=0.026]
Ep 028/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:35,  1.49it/s, loss=0.709, pair=0.019, adv=3.989, sprd=0.026]
Ep 028/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:35,  1.49it/s, loss=0.682, pair=0.011, adv=3.651, sprd=0.023]
Ep 028/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:40,  1.43it/s, loss=0.682, pair=0.011, adv=3.651, sprd=0.023]
Ep 028/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:40,  1.43it/s, loss=0.711, pair=0.006, adv=3.883, sprd=0.027]
Ep 028/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.49it/s, loss=0.711, pair=0.006, adv=3.883, sprd=0.027]
Ep 028/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.49it/s, loss=0.725, pair=0.018, adv=3.659, sprd=0.024]
Ep 028/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:40,  1.42it/s, loss=0.725, pair=0.018, adv=3.659, sprd=0.024]
Ep 028/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:40,  1.42it/s, loss=0.686, pair=0.008, adv=3.890, sprd=0.021]
Ep 028/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:33,  1.48it/s, loss=0.686, pair=0.008, adv=3.890, sprd=0.021]
Ep 028/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:33,  1.48it/s, loss=0.763, pair=0.010, adv=3.660, sprd=0.019]
Ep 028/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:36,  1.44it/s, loss=0.763, pair=0.010, adv=3.660, sprd=0.019]
Ep 028/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:36,  1.44it/s, loss=0.687, pair=0.017, adv=4.057, sprd=0.021]
Ep 028/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:29,  1.50it/s, loss=0.687, pair=0.017, adv=4.057, sprd=0.021]
Ep 028/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:29,  1.50it/s, loss=0.706, pair=0.010, adv=4.184, sprd=0.025]
Ep 028/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:37,  1.43it/s, loss=0.706, pair=0.010, adv=4.184, sprd=0.025]
Ep 028/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:37,  1.43it/s, loss=0.707, pair=0.015, adv=3.721, sprd=0.024]
Ep 028/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.707, pair=0.015, adv=3.721, sprd=0.024]
Ep 028/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.695, pair=0.061, adv=3.406, sprd=0.019]
Ep 028/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:33,  1.45it/s, loss=0.695, pair=0.061, adv=3.406, sprd=0.019]
Ep 028/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:33,  1.45it/s, loss=0.679, pair=0.004, adv=3.266, sprd=0.022]
Ep 028/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:26,  1.51it/s, loss=0.679, pair=0.004, adv=3.266, sprd=0.022]
Ep 028/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:26,  1.51it/s, loss=0.720, pair=0.039, adv=3.541, sprd=0.025]
Ep 028/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:31,  1.45it/s, loss=0.720, pair=0.039, adv=3.541, sprd=0.025]
Ep 028/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:31,  1.45it/s, loss=0.721, pair=0.042, adv=3.589, sprd=0.027]
Ep 028/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:26,  1.50it/s, loss=0.721, pair=0.042, adv=3.589, sprd=0.027]
Ep 028/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:26,  1.50it/s, loss=0.707, pair=0.053, adv=4.160, sprd=0.021]
Ep 028/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:35,  1.40it/s, loss=0.707, pair=0.053, adv=4.160, sprd=0.021]
Ep 028/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:35,  1.40it/s, loss=0.705, pair=0.012, adv=3.655, sprd=0.028]
Ep 028/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:28,  1.46it/s, loss=0.705, pair=0.012, adv=3.655, sprd=0.028]
Ep 028/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:28,  1.46it/s, loss=0.715, pair=0.027, adv=3.847, sprd=0.026]
Ep 028/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:34,  1.39it/s, loss=0.715, pair=0.027, adv=3.847, sprd=0.026]
Ep 028/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:34,  1.39it/s, loss=0.706, pair=0.047, adv=3.480, sprd=0.025]
Ep 028/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:27,  1.46it/s, loss=0.706, pair=0.047, adv=3.480, sprd=0.025]
Ep 028/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:27,  1.46it/s, loss=0.725, pair=0.063, adv=3.987, sprd=0.024]
Ep 028/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:31,  1.41it/s, loss=0.725, pair=0.063, adv=3.987, sprd=0.024]
Ep 028/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:31,  1.41it/s, loss=0.729, pair=0.019, adv=3.792, sprd=0.032]
Ep 028/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:25,  1.46it/s, loss=0.729, pair=0.019, adv=3.792, sprd=0.032]
Ep 028/60 [S2:+mat]:  36%|█  | 120/333 [01:24<02:25,  1.46it/s, loss=0.697, pair=0.026, adv=3.661, sprd=0.022]
Ep 028/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:34,  1.37it/s, loss=0.697, pair=0.026, adv=3.661, sprd=0.022]
Ep 028/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:34,  1.37it/s, loss=0.693, pair=0.007, adv=3.446, sprd=0.022]
Ep 028/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:24,  1.46it/s, loss=0.693, pair=0.007, adv=3.446, sprd=0.022]
Ep 028/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:24,  1.46it/s, loss=0.715, pair=0.018, adv=4.184, sprd=0.023]
Ep 028/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:31,  1.39it/s, loss=0.715, pair=0.018, adv=4.184, sprd=0.023]
Ep 028/60 [S2:+mat]:  37%|█  | 123/333 [01:26<02:31,  1.39it/s, loss=0.707, pair=0.027, adv=4.054, sprd=0.026]
Ep 028/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:23,  1.46it/s, loss=0.707, pair=0.027, adv=4.054, sprd=0.026]
Ep 028/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:23,  1.46it/s, loss=0.695, pair=0.068, adv=3.731, sprd=0.019]
Ep 028/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:25,  1.43it/s, loss=0.695, pair=0.068, adv=3.731, sprd=0.019]
Ep 028/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:25,  1.43it/s, loss=0.724, pair=0.032, adv=4.303, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:20,  1.48it/s, loss=0.724, pair=0.032, adv=4.303, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:20,  1.48it/s, loss=0.723, pair=0.006, adv=3.667, sprd=0.026]
Ep 028/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:24,  1.43it/s, loss=0.723, pair=0.006, adv=3.667, sprd=0.026]
Ep 028/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:24,  1.43it/s, loss=0.705, pair=0.026, adv=3.363, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:18,  1.48it/s, loss=0.705, pair=0.026, adv=3.363, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:18,  1.48it/s, loss=0.685, pair=0.044, adv=3.807, sprd=0.021]
Ep 028/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:21,  1.44it/s, loss=0.685, pair=0.044, adv=3.807, sprd=0.021]
Ep 028/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:21,  1.44it/s, loss=0.716, pair=0.033, adv=4.025, sprd=0.031]
Ep 028/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:16,  1.49it/s, loss=0.716, pair=0.033, adv=4.025, sprd=0.031]
Ep 028/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:16,  1.49it/s, loss=0.712, pair=0.006, adv=3.723, sprd=0.027]
Ep 028/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:23,  1.41it/s, loss=0.712, pair=0.006, adv=3.723, sprd=0.027]
Ep 028/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:23,  1.41it/s, loss=0.705, pair=0.046, adv=4.175, sprd=0.024]
Ep 028/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:16,  1.48it/s, loss=0.705, pair=0.046, adv=4.175, sprd=0.024]
Ep 028/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:16,  1.48it/s, loss=0.694, pair=0.012, adv=3.979, sprd=0.020]
Ep 028/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:22,  1.41it/s, loss=0.694, pair=0.012, adv=3.979, sprd=0.020]
Ep 028/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:22,  1.41it/s, loss=0.698, pair=0.019, adv=4.024, sprd=0.025]
Ep 028/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:15,  1.47it/s, loss=0.698, pair=0.019, adv=4.024, sprd=0.025]
Ep 028/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:15,  1.47it/s, loss=0.683, pair=0.047, adv=3.776, sprd=0.020]
Ep 028/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:20,  1.41it/s, loss=0.683, pair=0.047, adv=3.776, sprd=0.020]
Ep 028/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:20,  1.41it/s, loss=0.689, pair=0.023, adv=3.710, sprd=0.022]
Ep 028/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.49it/s, loss=0.689, pair=0.023, adv=3.710, sprd=0.022]
Ep 028/60 [S2:+mat]:  41%|█▏ | 136/333 [01:35<02:12,  1.49it/s, loss=0.712, pair=0.015, adv=4.622, sprd=0.030]
Ep 028/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:17,  1.43it/s, loss=0.712, pair=0.015, adv=4.622, sprd=0.030]
Ep 028/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:17,  1.43it/s, loss=0.748, pair=0.205, adv=3.639, sprd=0.023]
Ep 028/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:10,  1.50it/s, loss=0.748, pair=0.205, adv=3.639, sprd=0.023]
Ep 028/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:10,  1.50it/s, loss=0.679, pair=0.013, adv=3.650, sprd=0.017]
Ep 028/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:19,  1.39it/s, loss=0.679, pair=0.013, adv=3.650, sprd=0.017]
Ep 028/60 [S2:+mat]:  42%|█▎ | 139/333 [01:37<02:19,  1.39it/s, loss=0.683, pair=0.041, adv=3.763, sprd=0.020]
Ep 028/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:11,  1.47it/s, loss=0.683, pair=0.041, adv=3.763, sprd=0.020]
Ep 028/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:11,  1.47it/s, loss=0.722, pair=0.097, adv=4.223, sprd=0.024]
Ep 028/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:14,  1.42it/s, loss=0.722, pair=0.097, adv=4.223, sprd=0.024]
Ep 028/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:14,  1.42it/s, loss=0.705, pair=0.067, adv=4.149, sprd=0.022]
Ep 028/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:08,  1.49it/s, loss=0.705, pair=0.067, adv=4.149, sprd=0.022]
Ep 028/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:08,  1.49it/s, loss=0.721, pair=0.029, adv=4.321, sprd=0.026]
Ep 028/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:18,  1.37it/s, loss=0.721, pair=0.029, adv=4.321, sprd=0.026]
Ep 028/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:18,  1.37it/s, loss=0.693, pair=0.052, adv=3.623, sprd=0.021]
Ep 028/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:10,  1.45it/s, loss=0.693, pair=0.052, adv=3.623, sprd=0.021]
Ep 028/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:10,  1.45it/s, loss=0.712, pair=0.031, adv=3.687, sprd=0.025]
Ep 028/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:13,  1.41it/s, loss=0.712, pair=0.031, adv=3.687, sprd=0.025]
Ep 028/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:13,  1.41it/s, loss=0.681, pair=0.025, adv=3.449, sprd=0.022]
Ep 028/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:05,  1.49it/s, loss=0.681, pair=0.025, adv=3.449, sprd=0.022]
Ep 028/60 [S2:+mat]:  44%|█▎ | 146/333 [01:42<02:05,  1.49it/s, loss=0.726, pair=0.045, adv=3.745, sprd=0.024]
Ep 028/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:13,  1.39it/s, loss=0.726, pair=0.045, adv=3.745, sprd=0.024]
Ep 028/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:13,  1.39it/s, loss=0.707, pair=0.031, adv=3.455, sprd=0.026]
Ep 028/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:06,  1.47it/s, loss=0.707, pair=0.031, adv=3.455, sprd=0.026]
Ep 028/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:06,  1.47it/s, loss=0.728, pair=0.029, adv=4.017, sprd=0.027]
Ep 028/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:09,  1.42it/s, loss=0.728, pair=0.029, adv=4.017, sprd=0.027]
Ep 028/60 [S2:+mat]:  45%|█▎ | 149/333 [01:44<02:09,  1.42it/s, loss=0.720, pair=0.050, adv=3.963, sprd=0.030]
Ep 028/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:04,  1.47it/s, loss=0.720, pair=0.050, adv=3.963, sprd=0.030]
Ep 028/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:04,  1.47it/s, loss=0.699, pair=0.031, adv=3.818, sprd=0.023]
Ep 028/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:14,  1.36it/s, loss=0.699, pair=0.031, adv=3.818, sprd=0.023]
Ep 028/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:14,  1.36it/s, loss=0.685, pair=0.054, adv=3.621, sprd=0.018]
Ep 028/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:03,  1.46it/s, loss=0.685, pair=0.054, adv=3.621, sprd=0.018]
Ep 028/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:03,  1.46it/s, loss=0.692, pair=0.006, adv=3.976, sprd=0.021]
Ep 028/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:08,  1.40it/s, loss=0.692, pair=0.006, adv=3.976, sprd=0.021]
Ep 028/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:08,  1.40it/s, loss=0.705, pair=0.041, adv=4.460, sprd=0.024]
Ep 028/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:01,  1.48it/s, loss=0.705, pair=0.041, adv=4.460, sprd=0.024]
Ep 028/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:01,  1.48it/s, loss=0.735, pair=0.155, adv=3.666, sprd=0.016]
Ep 028/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:05,  1.42it/s, loss=0.735, pair=0.155, adv=3.666, sprd=0.016]
Ep 028/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:05,  1.42it/s, loss=0.732, pair=0.200, adv=3.960, sprd=0.020]
Ep 028/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:57,  1.50it/s, loss=0.732, pair=0.200, adv=3.960, sprd=0.020]
Ep 028/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:57,  1.50it/s, loss=0.726, pair=0.039, adv=4.024, sprd=0.028]
Ep 028/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:02,  1.43it/s, loss=0.726, pair=0.039, adv=4.024, sprd=0.028]
Ep 028/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:02,  1.43it/s, loss=0.713, pair=0.085, adv=4.120, sprd=0.027]
Ep 028/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:56,  1.50it/s, loss=0.713, pair=0.085, adv=4.120, sprd=0.027]
Ep 028/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<01:56,  1.50it/s, loss=0.774, pair=0.028, adv=3.737, sprd=0.020]
Ep 028/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:02,  1.42it/s, loss=0.774, pair=0.028, adv=3.737, sprd=0.020]
Ep 028/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:02,  1.42it/s, loss=0.680, pair=0.027, adv=3.933, sprd=0.020]
Ep 028/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:54,  1.51it/s, loss=0.680, pair=0.027, adv=3.933, sprd=0.020]
Ep 028/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:54,  1.51it/s, loss=0.734, pair=0.029, adv=4.367, sprd=0.031]
Ep 028/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.43it/s, loss=0.734, pair=0.029, adv=4.367, sprd=0.031]
Ep 028/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:00,  1.43it/s, loss=0.703, pair=0.053, adv=3.666, sprd=0.024]
Ep 028/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:53,  1.50it/s, loss=0.703, pair=0.053, adv=3.666, sprd=0.024]
Ep 028/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<01:53,  1.50it/s, loss=0.704, pair=0.039, adv=3.839, sprd=0.023]
Ep 028/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:00,  1.41it/s, loss=0.704, pair=0.039, adv=3.839, sprd=0.023]
Ep 028/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:00,  1.41it/s, loss=0.708, pair=0.002, adv=3.971, sprd=0.029]
Ep 028/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:54,  1.48it/s, loss=0.708, pair=0.002, adv=3.971, sprd=0.029]
Ep 028/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:54,  1.48it/s, loss=0.770, pair=0.009, adv=4.134, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:57,  1.42it/s, loss=0.770, pair=0.009, adv=4.134, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<01:57,  1.42it/s, loss=0.696, pair=0.007, adv=3.494, sprd=0.026]
Ep 028/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:52,  1.48it/s, loss=0.696, pair=0.007, adv=3.494, sprd=0.026]
Ep 028/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:52,  1.48it/s, loss=0.689, pair=0.005, adv=3.428, sprd=0.020]
Ep 028/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:54,  1.45it/s, loss=0.689, pair=0.005, adv=3.428, sprd=0.020]
Ep 028/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:54,  1.45it/s, loss=0.694, pair=0.002, adv=3.988, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:50,  1.49it/s, loss=0.694, pair=0.002, adv=3.988, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:50,  1.49it/s, loss=0.710, pair=0.009, adv=3.891, sprd=0.023]
Ep 028/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.710, pair=0.009, adv=3.891, sprd=0.023]
Ep 028/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.683, pair=0.014, adv=3.724, sprd=0.023]
Ep 028/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:47,  1.51it/s, loss=0.683, pair=0.014, adv=3.724, sprd=0.023]
Ep 028/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:47,  1.51it/s, loss=0.726, pair=0.004, adv=3.510, sprd=0.029]
Ep 028/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:53,  1.42it/s, loss=0.726, pair=0.004, adv=3.510, sprd=0.029]
Ep 028/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:53,  1.42it/s, loss=0.704, pair=0.036, adv=3.633, sprd=0.023]
Ep 028/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:47,  1.50it/s, loss=0.704, pair=0.036, adv=3.633, sprd=0.023]
Ep 028/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:47,  1.50it/s, loss=0.725, pair=0.045, adv=3.867, sprd=0.026]
Ep 028/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:50,  1.45it/s, loss=0.725, pair=0.045, adv=3.867, sprd=0.026]
Ep 028/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:50,  1.45it/s, loss=0.691, pair=0.020, adv=3.546, sprd=0.025]
Ep 028/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:45,  1.51it/s, loss=0.691, pair=0.020, adv=3.546, sprd=0.025]
Ep 028/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:45,  1.51it/s, loss=0.703, pair=0.012, adv=3.780, sprd=0.023]
Ep 028/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:51,  1.42it/s, loss=0.703, pair=0.012, adv=3.780, sprd=0.023]
Ep 028/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:51,  1.42it/s, loss=0.709, pair=0.022, adv=4.017, sprd=0.027]
Ep 028/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:46,  1.48it/s, loss=0.709, pair=0.022, adv=4.017, sprd=0.027]
Ep 028/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:46,  1.48it/s, loss=0.703, pair=0.045, adv=3.937, sprd=0.023]
Ep 028/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:50,  1.41it/s, loss=0.703, pair=0.045, adv=3.937, sprd=0.023]
Ep 028/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:50,  1.41it/s, loss=0.713, pair=0.054, adv=3.413, sprd=0.019]
Ep 028/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:44,  1.48it/s, loss=0.713, pair=0.054, adv=3.413, sprd=0.019]
Ep 028/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:44,  1.48it/s, loss=0.699, pair=0.015, adv=4.207, sprd=0.025]
Ep 028/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:49,  1.41it/s, loss=0.699, pair=0.015, adv=4.207, sprd=0.025]
Ep 028/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:49,  1.41it/s, loss=0.679, pair=0.004, adv=3.871, sprd=0.022]
Ep 028/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:43,  1.48it/s, loss=0.679, pair=0.004, adv=3.871, sprd=0.022]
Ep 028/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:43,  1.48it/s, loss=0.712, pair=0.010, adv=3.530, sprd=0.024]
Ep 028/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:50,  1.37it/s, loss=0.712, pair=0.010, adv=3.530, sprd=0.024]
Ep 028/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:50,  1.37it/s, loss=0.709, pair=0.087, adv=3.822, sprd=0.022]
Ep 028/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.709, pair=0.087, adv=3.822, sprd=0.022]
Ep 028/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.775, pair=0.008, adv=4.196, sprd=0.027]
Ep 028/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:45,  1.42it/s, loss=0.775, pair=0.008, adv=4.196, sprd=0.027]
Ep 028/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:45,  1.42it/s, loss=0.698, pair=0.001, adv=4.355, sprd=0.025]
Ep 028/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:40,  1.48it/s, loss=0.698, pair=0.001, adv=4.355, sprd=0.025]
Ep 028/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:40,  1.48it/s, loss=0.763, pair=0.031, adv=3.452, sprd=0.017]
Ep 028/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:42,  1.44it/s, loss=0.763, pair=0.031, adv=3.452, sprd=0.017]
Ep 028/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:42,  1.44it/s, loss=0.688, pair=0.011, adv=3.772, sprd=0.023]
Ep 028/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:38,  1.50it/s, loss=0.688, pair=0.011, adv=3.772, sprd=0.023]
Ep 028/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:38,  1.50it/s, loss=0.679, pair=0.003, adv=3.589, sprd=0.019]
Ep 028/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:42,  1.42it/s, loss=0.679, pair=0.003, adv=3.589, sprd=0.019]
Ep 028/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:42,  1.42it/s, loss=0.721, pair=0.007, adv=3.784, sprd=0.028]
Ep 028/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:39,  1.46it/s, loss=0.721, pair=0.007, adv=3.784, sprd=0.028]
Ep 028/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:39,  1.46it/s, loss=0.690, pair=0.012, adv=3.715, sprd=0.017]
Ep 028/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:41,  1.42it/s, loss=0.690, pair=0.012, adv=3.715, sprd=0.017]
Ep 028/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:41,  1.42it/s, loss=0.672, pair=0.011, adv=3.811, sprd=0.022]
Ep 028/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:35,  1.50it/s, loss=0.672, pair=0.011, adv=3.811, sprd=0.022]
Ep 028/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:35,  1.50it/s, loss=0.702, pair=0.018, adv=3.918, sprd=0.021]
Ep 028/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:38,  1.44it/s, loss=0.702, pair=0.018, adv=3.918, sprd=0.021]
Ep 028/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:38,  1.44it/s, loss=0.708, pair=0.029, adv=3.750, sprd=0.024]
Ep 028/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:33,  1.51it/s, loss=0.708, pair=0.029, adv=3.750, sprd=0.024]
Ep 028/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:33,  1.51it/s, loss=0.715, pair=0.011, adv=3.632, sprd=0.022]
Ep 028/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:37,  1.44it/s, loss=0.715, pair=0.011, adv=3.632, sprd=0.022]
Ep 028/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:37,  1.44it/s, loss=0.713, pair=0.019, adv=3.841, sprd=0.029]
Ep 028/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:32,  1.50it/s, loss=0.713, pair=0.019, adv=3.841, sprd=0.029]
Ep 028/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:32,  1.50it/s, loss=0.705, pair=0.060, adv=3.591, sprd=0.021]
Ep 028/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:35,  1.44it/s, loss=0.705, pair=0.060, adv=3.591, sprd=0.021]
Ep 028/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:35,  1.44it/s, loss=0.703, pair=0.048, adv=3.849, sprd=0.024]
Ep 028/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:31,  1.50it/s, loss=0.703, pair=0.048, adv=3.849, sprd=0.024]
Ep 028/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:31,  1.50it/s, loss=0.696, pair=0.082, adv=3.509, sprd=0.016]
Ep 028/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:35,  1.43it/s, loss=0.696, pair=0.082, adv=3.509, sprd=0.016]
Ep 028/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:35,  1.43it/s, loss=0.749, pair=0.017, adv=3.858, sprd=0.032]
Ep 028/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:32,  1.46it/s, loss=0.749, pair=0.017, adv=3.858, sprd=0.032]
Ep 028/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:32,  1.46it/s, loss=0.727, pair=0.026, adv=3.494, sprd=0.025]
Ep 028/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:36,  1.39it/s, loss=0.727, pair=0.026, adv=3.494, sprd=0.025]
Ep 028/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:36,  1.39it/s, loss=0.707, pair=0.022, adv=3.858, sprd=0.028]
Ep 028/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:31,  1.45it/s, loss=0.707, pair=0.022, adv=3.858, sprd=0.028]
Ep 028/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:31,  1.45it/s, loss=0.680, pair=0.018, adv=3.570, sprd=0.017]
Ep 028/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:33,  1.41it/s, loss=0.680, pair=0.018, adv=3.570, sprd=0.017]
Ep 028/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:33,  1.41it/s, loss=0.713, pair=0.011, adv=3.877, sprd=0.031]
Ep 028/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:29,  1.46it/s, loss=0.713, pair=0.011, adv=3.877, sprd=0.031]
Ep 028/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:29,  1.46it/s, loss=0.680, pair=0.020, adv=3.706, sprd=0.020]
Ep 028/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:32,  1.40it/s, loss=0.680, pair=0.020, adv=3.706, sprd=0.020]
Ep 028/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:32,  1.40it/s, loss=0.687, pair=0.003, adv=3.604, sprd=0.025]
Ep 028/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:27,  1.47it/s, loss=0.687, pair=0.003, adv=3.604, sprd=0.025]
Ep 028/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:27,  1.47it/s, loss=0.682, pair=0.008, adv=3.461, sprd=0.021]
Ep 028/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:30,  1.41it/s, loss=0.682, pair=0.008, adv=3.461, sprd=0.021]
Ep 028/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:30,  1.41it/s, loss=0.684, pair=0.013, adv=3.423, sprd=0.021]
Ep 028/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:25,  1.48it/s, loss=0.684, pair=0.013, adv=3.423, sprd=0.021]
Ep 028/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:25,  1.48it/s, loss=0.708, pair=0.022, adv=4.286, sprd=0.025]
Ep 028/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:26,  1.45it/s, loss=0.708, pair=0.022, adv=4.286, sprd=0.025]
Ep 028/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:26,  1.45it/s, loss=0.684, pair=0.035, adv=3.669, sprd=0.018]
Ep 028/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:22,  1.52it/s, loss=0.684, pair=0.035, adv=3.669, sprd=0.018]
Ep 028/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:22,  1.52it/s, loss=0.722, pair=0.026, adv=3.750, sprd=0.026]
Ep 028/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:24,  1.46it/s, loss=0.722, pair=0.026, adv=3.750, sprd=0.026]
Ep 028/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:24,  1.46it/s, loss=0.707, pair=0.027, adv=3.752, sprd=0.025]
Ep 028/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:21,  1.51it/s, loss=0.707, pair=0.027, adv=3.752, sprd=0.025]
Ep 028/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:21,  1.51it/s, loss=0.784, pair=0.029, adv=3.989, sprd=0.024]
Ep 028/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.784, pair=0.029, adv=3.989, sprd=0.024]
Ep 028/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.700, pair=0.009, adv=3.810, sprd=0.022]
Ep 028/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:21,  1.48it/s, loss=0.700, pair=0.009, adv=3.810, sprd=0.022]
Ep 028/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:21,  1.48it/s, loss=0.784, pair=0.017, adv=3.909, sprd=0.027]
Ep 028/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:23,  1.43it/s, loss=0.784, pair=0.017, adv=3.909, sprd=0.027]
Ep 028/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:23,  1.43it/s, loss=0.716, pair=0.024, adv=4.204, sprd=0.031]
Ep 028/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.48it/s, loss=0.716, pair=0.024, adv=4.204, sprd=0.031]
Ep 028/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.48it/s, loss=0.706, pair=0.010, adv=4.041, sprd=0.022]
Ep 028/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:22,  1.42it/s, loss=0.706, pair=0.010, adv=4.041, sprd=0.022]
Ep 028/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:22,  1.42it/s, loss=0.691, pair=0.002, adv=3.733, sprd=0.025]
Ep 028/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.49it/s, loss=0.691, pair=0.002, adv=3.733, sprd=0.025]
Ep 028/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:18,  1.49it/s, loss=0.704, pair=0.009, adv=3.730, sprd=0.019]
Ep 028/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:20,  1.43it/s, loss=0.704, pair=0.009, adv=3.730, sprd=0.019]
Ep 028/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:20,  1.43it/s, loss=0.710, pair=0.013, adv=3.622, sprd=0.027]
Ep 028/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:17,  1.48it/s, loss=0.710, pair=0.013, adv=3.622, sprd=0.027]
Ep 028/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.48it/s, loss=0.696, pair=0.005, adv=3.818, sprd=0.022]
Ep 028/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:18,  1.45it/s, loss=0.696, pair=0.005, adv=3.818, sprd=0.022]
Ep 028/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:18,  1.45it/s, loss=0.695, pair=0.011, adv=3.971, sprd=0.025]
Ep 028/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:15,  1.50it/s, loss=0.695, pair=0.011, adv=3.971, sprd=0.025]
Ep 028/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:15,  1.50it/s, loss=0.717, pair=0.012, adv=3.735, sprd=0.029]
Ep 028/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:18,  1.43it/s, loss=0.717, pair=0.012, adv=3.735, sprd=0.029]
Ep 028/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:18,  1.43it/s, loss=0.672, pair=0.012, adv=3.293, sprd=0.017]
Ep 028/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:13,  1.51it/s, loss=0.672, pair=0.012, adv=3.293, sprd=0.017]
Ep 028/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:13,  1.51it/s, loss=0.709, pair=0.009, adv=3.903, sprd=0.028]
Ep 028/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:16,  1.44it/s, loss=0.709, pair=0.009, adv=3.903, sprd=0.028]
Ep 028/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:16,  1.44it/s, loss=0.688, pair=0.008, adv=3.856, sprd=0.022]
Ep 028/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:11,  1.52it/s, loss=0.688, pair=0.008, adv=3.856, sprd=0.022]
Ep 028/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:11,  1.52it/s, loss=0.682, pair=0.018, adv=3.779, sprd=0.021]
Ep 028/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:14,  1.46it/s, loss=0.682, pair=0.018, adv=3.779, sprd=0.021]
Ep 028/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:14,  1.46it/s, loss=0.702, pair=0.009, adv=3.586, sprd=0.029]
Ep 028/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.50it/s, loss=0.702, pair=0.009, adv=3.586, sprd=0.029]
Ep 028/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.50it/s, loss=0.718, pair=0.019, adv=3.834, sprd=0.024]
Ep 028/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:13,  1.44it/s, loss=0.718, pair=0.019, adv=3.834, sprd=0.024]
Ep 028/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:13,  1.44it/s, loss=0.692, pair=0.017, adv=3.834, sprd=0.022]
Ep 028/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:09,  1.51it/s, loss=0.692, pair=0.017, adv=3.834, sprd=0.022]
Ep 028/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:09,  1.51it/s, loss=0.704, pair=0.022, adv=4.190, sprd=0.023]
Ep 028/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:11,  1.46it/s, loss=0.704, pair=0.022, adv=4.190, sprd=0.023]
Ep 028/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:11,  1.46it/s, loss=0.724, pair=0.024, adv=3.718, sprd=0.031]
Ep 028/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:08,  1.50it/s, loss=0.724, pair=0.024, adv=3.718, sprd=0.031]
Ep 028/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:08,  1.50it/s, loss=0.699, pair=0.021, adv=3.838, sprd=0.022]
Ep 028/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:12,  1.40it/s, loss=0.699, pair=0.021, adv=3.838, sprd=0.022]
Ep 028/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:12,  1.40it/s, loss=0.676, pair=0.011, adv=3.580, sprd=0.020]
Ep 028/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:08,  1.48it/s, loss=0.676, pair=0.011, adv=3.580, sprd=0.020]
Ep 028/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:08,  1.48it/s, loss=0.740, pair=0.007, adv=4.244, sprd=0.032]
Ep 028/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:10,  1.41it/s, loss=0.740, pair=0.007, adv=4.244, sprd=0.032]
Ep 028/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:10,  1.41it/s, loss=0.697, pair=0.004, adv=4.186, sprd=0.025]
Ep 028/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:07,  1.47it/s, loss=0.697, pair=0.004, adv=4.186, sprd=0.025]
Ep 028/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:07,  1.47it/s, loss=0.701, pair=0.014, adv=3.340, sprd=0.024]
Ep 028/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.42it/s, loss=0.701, pair=0.014, adv=3.340, sprd=0.024]
Ep 028/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:08,  1.42it/s, loss=0.690, pair=0.018, adv=4.131, sprd=0.021]
Ep 028/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:04,  1.50it/s, loss=0.690, pair=0.018, adv=4.131, sprd=0.021]
Ep 028/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:04,  1.50it/s, loss=0.700, pair=0.006, adv=4.145, sprd=0.023]
Ep 028/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:06,  1.45it/s, loss=0.700, pair=0.006, adv=4.145, sprd=0.023]
Ep 028/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:06,  1.45it/s, loss=0.700, pair=0.004, adv=3.731, sprd=0.023]
Ep 028/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.51it/s, loss=0.700, pair=0.004, adv=3.731, sprd=0.023]
Ep 028/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:03,  1.51it/s, loss=0.724, pair=0.006, adv=3.686, sprd=0.028]
Ep 028/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:05,  1.44it/s, loss=0.724, pair=0.006, adv=3.686, sprd=0.028]
Ep 028/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:05,  1.44it/s, loss=0.710, pair=0.007, adv=4.019, sprd=0.029]
Ep 028/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:02,  1.49it/s, loss=0.710, pair=0.007, adv=4.019, sprd=0.029]
Ep 028/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.715, pair=0.004, adv=3.672, sprd=0.025]
Ep 028/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.42it/s, loss=0.715, pair=0.004, adv=3.672, sprd=0.025]
Ep 028/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:04,  1.42it/s, loss=0.696, pair=0.017, adv=3.970, sprd=0.024]
Ep 028/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.49it/s, loss=0.696, pair=0.017, adv=3.970, sprd=0.024]
Ep 028/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.49it/s, loss=0.712, pair=0.016, adv=3.631, sprd=0.023]
Ep 028/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:03,  1.43it/s, loss=0.712, pair=0.016, adv=3.631, sprd=0.023]
Ep 028/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.43it/s, loss=0.710, pair=0.002, adv=3.902, sprd=0.031]
Ep 028/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.47it/s, loss=0.710, pair=0.002, adv=3.902, sprd=0.031]
Ep 028/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.47it/s, loss=0.772, pair=0.021, adv=3.612, sprd=0.023]
Ep 028/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.44it/s, loss=0.772, pair=0.021, adv=3.612, sprd=0.023]
Ep 028/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.44it/s, loss=0.708, pair=0.014, adv=3.854, sprd=0.026]
Ep 028/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:58,  1.48it/s, loss=0.708, pair=0.014, adv=3.854, sprd=0.026]
Ep 028/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.48it/s, loss=0.708, pair=0.020, adv=3.822, sprd=0.026]
Ep 028/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<00:59,  1.44it/s, loss=0.708, pair=0.020, adv=3.822, sprd=0.026]
Ep 028/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<00:59,  1.44it/s, loss=0.664, pair=0.019, adv=3.210, sprd=0.020]
Ep 028/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:56,  1.51it/s, loss=0.664, pair=0.019, adv=3.210, sprd=0.020]
Ep 028/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:56,  1.51it/s, loss=0.737, pair=0.013, adv=4.139, sprd=0.030]
Ep 028/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:58,  1.43it/s, loss=0.737, pair=0.013, adv=4.139, sprd=0.030]
Ep 028/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:58,  1.43it/s, loss=0.684, pair=0.005, adv=4.096, sprd=0.021]
Ep 028/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:55,  1.49it/s, loss=0.684, pair=0.005, adv=4.096, sprd=0.021]
Ep 028/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.49it/s, loss=0.705, pair=0.035, adv=3.667, sprd=0.022]
Ep 028/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.44it/s, loss=0.705, pair=0.035, adv=3.667, sprd=0.022]
Ep 028/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.44it/s, loss=0.697, pair=0.024, adv=3.590, sprd=0.021]
Ep 028/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:54,  1.50it/s, loss=0.697, pair=0.024, adv=3.590, sprd=0.021]
Ep 028/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:54,  1.50it/s, loss=0.732, pair=0.028, adv=3.750, sprd=0.024]
Ep 028/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:56,  1.43it/s, loss=0.732, pair=0.028, adv=3.750, sprd=0.024]
Ep 028/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:56,  1.43it/s, loss=0.702, pair=0.005, adv=3.351, sprd=0.024]
Ep 028/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:53,  1.49it/s, loss=0.702, pair=0.005, adv=3.351, sprd=0.024]
Ep 028/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:53,  1.49it/s, loss=0.724, pair=0.025, adv=3.749, sprd=0.028]
Ep 028/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:54,  1.43it/s, loss=0.724, pair=0.025, adv=3.749, sprd=0.028]
Ep 028/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:54,  1.43it/s, loss=0.684, pair=0.017, adv=3.924, sprd=0.023]
Ep 028/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.49it/s, loss=0.684, pair=0.017, adv=3.924, sprd=0.023]
Ep 028/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:51,  1.49it/s, loss=0.723, pair=0.089, adv=3.829, sprd=0.020]
Ep 028/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:53,  1.41it/s, loss=0.723, pair=0.089, adv=3.829, sprd=0.020]
Ep 028/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:53,  1.41it/s, loss=0.691, pair=0.085, adv=3.976, sprd=0.019]
Ep 028/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.50it/s, loss=0.691, pair=0.085, adv=3.976, sprd=0.019]
Ep 028/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.50it/s, loss=0.712, pair=0.004, adv=4.533, sprd=0.027]
Ep 028/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:52,  1.41it/s, loss=0.712, pair=0.004, adv=4.533, sprd=0.027]
Ep 028/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.41it/s, loss=0.693, pair=0.037, adv=3.358, sprd=0.023]
Ep 028/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:48,  1.52it/s, loss=0.693, pair=0.037, adv=3.358, sprd=0.023]
Ep 028/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:48,  1.52it/s, loss=0.684, pair=0.003, adv=3.533, sprd=0.019]
Ep 028/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:50,  1.43it/s, loss=0.684, pair=0.003, adv=3.533, sprd=0.019]
Ep 028/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:50,  1.43it/s, loss=0.681, pair=0.037, adv=3.421, sprd=0.020]
Ep 028/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:46,  1.52it/s, loss=0.681, pair=0.037, adv=3.421, sprd=0.020]
Ep 028/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:46,  1.52it/s, loss=0.777, pair=0.018, adv=4.336, sprd=0.026]
Ep 028/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:48,  1.44it/s, loss=0.777, pair=0.018, adv=4.336, sprd=0.026]
Ep 028/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:48,  1.44it/s, loss=0.699, pair=0.026, adv=4.200, sprd=0.024]
Ep 028/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:46,  1.49it/s, loss=0.699, pair=0.026, adv=4.200, sprd=0.024]
Ep 028/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:46,  1.49it/s, loss=0.676, pair=0.012, adv=3.787, sprd=0.015]
Ep 028/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:47,  1.43it/s, loss=0.676, pair=0.012, adv=3.787, sprd=0.015]
Ep 028/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.43it/s, loss=0.697, pair=0.037, adv=3.578, sprd=0.023]
Ep 028/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:45,  1.48it/s, loss=0.697, pair=0.037, adv=3.578, sprd=0.023]
Ep 028/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:45,  1.48it/s, loss=0.715, pair=0.031, adv=3.660, sprd=0.025]
Ep 028/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.42it/s, loss=0.715, pair=0.031, adv=3.660, sprd=0.025]
Ep 028/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.42it/s, loss=0.715, pair=0.076, adv=4.271, sprd=0.024]
Ep 028/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:43,  1.49it/s, loss=0.715, pair=0.076, adv=4.271, sprd=0.024]
Ep 028/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:43,  1.49it/s, loss=0.717, pair=0.050, adv=4.175, sprd=0.021]
Ep 028/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:44,  1.44it/s, loss=0.717, pair=0.050, adv=4.175, sprd=0.021]
Ep 028/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:44,  1.44it/s, loss=0.703, pair=0.011, adv=3.603, sprd=0.029]
Ep 028/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.50it/s, loss=0.703, pair=0.011, adv=3.603, sprd=0.029]
Ep 028/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.50it/s, loss=0.691, pair=0.002, adv=3.665, sprd=0.020]
Ep 028/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:45,  1.37it/s, loss=0.691, pair=0.002, adv=3.665, sprd=0.020]
Ep 028/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:45,  1.37it/s, loss=0.690, pair=0.006, adv=3.552, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:41,  1.46it/s, loss=0.690, pair=0.006, adv=3.552, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.46it/s, loss=0.716, pair=0.056, adv=4.154, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:44,  1.35it/s, loss=0.716, pair=0.056, adv=4.154, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:44,  1.35it/s, loss=0.706, pair=0.053, adv=3.594, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:40,  1.44it/s, loss=0.706, pair=0.053, adv=3.594, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:40,  1.44it/s, loss=0.708, pair=0.029, adv=4.002, sprd=0.023]
Ep 028/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:41,  1.41it/s, loss=0.708, pair=0.029, adv=4.002, sprd=0.023]
Ep 028/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:41,  1.41it/s, loss=0.729, pair=0.093, adv=4.083, sprd=0.028]
Ep 028/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.47it/s, loss=0.729, pair=0.093, adv=4.083, sprd=0.028]
Ep 028/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:38,  1.47it/s, loss=0.749, pair=0.157, adv=3.824, sprd=0.024]
Ep 028/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:40,  1.38it/s, loss=0.749, pair=0.157, adv=3.824, sprd=0.024]
Ep 028/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:40,  1.38it/s, loss=0.690, pair=0.047, adv=3.477, sprd=0.021]
Ep 028/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:37,  1.47it/s, loss=0.690, pair=0.047, adv=3.477, sprd=0.021]
Ep 028/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.47it/s, loss=0.713, pair=0.033, adv=3.873, sprd=0.024]
Ep 028/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:38,  1.41it/s, loss=0.713, pair=0.033, adv=3.873, sprd=0.024]
Ep 028/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:38,  1.41it/s, loss=0.728, pair=0.031, adv=3.985, sprd=0.029]
Ep 028/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:36,  1.46it/s, loss=0.728, pair=0.031, adv=3.985, sprd=0.029]
Ep 028/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:36,  1.46it/s, loss=0.692, pair=0.029, adv=3.869, sprd=0.023]
Ep 028/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:37,  1.40it/s, loss=0.692, pair=0.029, adv=3.869, sprd=0.023]
Ep 028/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:37,  1.40it/s, loss=0.687, pair=0.054, adv=3.631, sprd=0.019]
Ep 028/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.49it/s, loss=0.687, pair=0.054, adv=3.631, sprd=0.019]
Ep 028/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.49it/s, loss=0.692, pair=0.035, adv=3.508, sprd=0.021]
Ep 028/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:34,  1.43it/s, loss=0.692, pair=0.035, adv=3.508, sprd=0.021]
Ep 028/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:34,  1.43it/s, loss=0.703, pair=0.011, adv=4.129, sprd=0.024]
Ep 028/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:33,  1.48it/s, loss=0.703, pair=0.011, adv=4.129, sprd=0.024]
Ep 028/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:33,  1.48it/s, loss=0.738, pair=0.016, adv=4.015, sprd=0.030]
Ep 028/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:34,  1.41it/s, loss=0.738, pair=0.016, adv=4.015, sprd=0.030]
Ep 028/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:34,  1.41it/s, loss=0.702, pair=0.023, adv=3.615, sprd=0.023]
Ep 028/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.48it/s, loss=0.702, pair=0.023, adv=3.615, sprd=0.023]
Ep 028/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.48it/s, loss=0.709, pair=0.033, adv=3.611, sprd=0.024]
Ep 028/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.41it/s, loss=0.709, pair=0.033, adv=3.611, sprd=0.024]
Ep 028/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.41it/s, loss=0.698, pair=0.016, adv=4.313, sprd=0.024]
Ep 028/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:30,  1.48it/s, loss=0.698, pair=0.016, adv=4.313, sprd=0.024]
Ep 028/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.48it/s, loss=0.740, pair=0.025, adv=4.341, sprd=0.027]
Ep 028/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:31,  1.42it/s, loss=0.740, pair=0.025, adv=4.341, sprd=0.027]
Ep 028/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:31,  1.42it/s, loss=0.685, pair=0.035, adv=3.770, sprd=0.021]
Ep 028/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.51it/s, loss=0.685, pair=0.035, adv=3.770, sprd=0.021]
Ep 028/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.51it/s, loss=0.735, pair=0.018, adv=3.847, sprd=0.031]
Ep 028/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:29,  1.45it/s, loss=0.735, pair=0.018, adv=3.847, sprd=0.031]
Ep 028/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.45it/s, loss=0.700, pair=0.006, adv=4.295, sprd=0.023]
Ep 028/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.50it/s, loss=0.700, pair=0.006, adv=4.295, sprd=0.023]
Ep 028/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.50it/s, loss=0.711, pair=0.003, adv=3.625, sprd=0.026]
Ep 028/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.46it/s, loss=0.711, pair=0.003, adv=3.625, sprd=0.026]
Ep 028/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.46it/s, loss=0.704, pair=0.007, adv=3.826, sprd=0.025]
Ep 028/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:25,  1.52it/s, loss=0.704, pair=0.007, adv=3.826, sprd=0.025]
Ep 028/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.52it/s, loss=0.784, pair=0.001, adv=3.866, sprd=0.027]
Ep 028/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.46it/s, loss=0.784, pair=0.001, adv=3.866, sprd=0.027]
Ep 028/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.46it/s, loss=0.713, pair=0.011, adv=3.975, sprd=0.029]
Ep 028/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.50it/s, loss=0.713, pair=0.011, adv=3.975, sprd=0.029]
Ep 028/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.50it/s, loss=0.705, pair=0.015, adv=4.234, sprd=0.022]
Ep 028/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.44it/s, loss=0.705, pair=0.015, adv=4.234, sprd=0.022]
Ep 028/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.44it/s, loss=0.723, pair=0.020, adv=3.779, sprd=0.028]
Ep 028/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.49it/s, loss=0.723, pair=0.020, adv=3.779, sprd=0.028]
Ep 028/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.49it/s, loss=0.701, pair=0.038, adv=3.778, sprd=0.023]
Ep 028/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:23,  1.43it/s, loss=0.701, pair=0.038, adv=3.778, sprd=0.023]
Ep 028/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:23,  1.43it/s, loss=0.689, pair=0.016, adv=3.616, sprd=0.024]
Ep 028/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.49it/s, loss=0.689, pair=0.016, adv=3.616, sprd=0.024]
Ep 028/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.49it/s, loss=0.701, pair=0.024, adv=3.492, sprd=0.021]
Ep 028/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:22,  1.44it/s, loss=0.701, pair=0.024, adv=3.492, sprd=0.021]
Ep 028/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.44it/s, loss=0.702, pair=0.012, adv=3.748, sprd=0.028]
Ep 028/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.50it/s, loss=0.702, pair=0.012, adv=3.748, sprd=0.028]
Ep 028/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:20,  1.50it/s, loss=0.702, pair=0.021, adv=3.426, sprd=0.024]
Ep 028/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:20,  1.44it/s, loss=0.702, pair=0.021, adv=3.426, sprd=0.024]
Ep 028/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:20,  1.44it/s, loss=0.721, pair=0.084, adv=3.696, sprd=0.025]
Ep 028/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.51it/s, loss=0.721, pair=0.084, adv=3.696, sprd=0.025]
Ep 028/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.51it/s, loss=0.695, pair=0.008, adv=3.559, sprd=0.022]
Ep 028/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:20,  1.39it/s, loss=0.695, pair=0.008, adv=3.559, sprd=0.022]
Ep 028/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:20,  1.39it/s, loss=0.707, pair=0.030, adv=3.413, sprd=0.020]
Ep 028/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.48it/s, loss=0.707, pair=0.030, adv=3.413, sprd=0.020]
Ep 028/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.48it/s, loss=0.720, pair=0.082, adv=3.675, sprd=0.024]
Ep 028/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:19,  1.36it/s, loss=0.720, pair=0.082, adv=3.675, sprd=0.024]
Ep 028/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:19,  1.36it/s, loss=0.719, pair=0.082, adv=3.601, sprd=0.023]
Ep 028/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:17,  1.45it/s, loss=0.719, pair=0.082, adv=3.601, sprd=0.023]
Ep 028/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:17,  1.45it/s, loss=0.708, pair=0.002, adv=4.026, sprd=0.027]
Ep 028/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:17,  1.38it/s, loss=0.708, pair=0.002, adv=4.026, sprd=0.027]
Ep 028/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:17,  1.38it/s, loss=0.704, pair=0.057, adv=3.477, sprd=0.021]
Ep 028/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.704, pair=0.057, adv=3.477, sprd=0.021]
Ep 028/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.48it/s, loss=0.785, pair=0.053, adv=3.679, sprd=0.022]
Ep 028/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.41it/s, loss=0.785, pair=0.053, adv=3.679, sprd=0.022]
Ep 028/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.41it/s, loss=0.694, pair=0.032, adv=3.706, sprd=0.023]
Ep 028/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:14,  1.49it/s, loss=0.694, pair=0.032, adv=3.706, sprd=0.023]
Ep 028/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:14,  1.49it/s, loss=0.712, pair=0.021, adv=3.608, sprd=0.023]
Ep 028/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.43it/s, loss=0.712, pair=0.021, adv=3.608, sprd=0.023]
Ep 028/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.43it/s, loss=0.702, pair=0.012, adv=3.669, sprd=0.026]
Ep 028/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.49it/s, loss=0.702, pair=0.012, adv=3.669, sprd=0.026]
Ep 028/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.49it/s, loss=0.787, pair=0.039, adv=3.564, sprd=0.023]
Ep 028/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.44it/s, loss=0.787, pair=0.039, adv=3.564, sprd=0.023]
Ep 028/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.44it/s, loss=0.696, pair=0.029, adv=3.757, sprd=0.022]
Ep 028/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.49it/s, loss=0.696, pair=0.029, adv=3.757, sprd=0.022]
Ep 028/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.49it/s, loss=0.691, pair=0.001, adv=3.721, sprd=0.025]
Ep 028/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.41it/s, loss=0.691, pair=0.001, adv=3.721, sprd=0.025]
Ep 028/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.41it/s, loss=0.679, pair=0.001, adv=3.612, sprd=0.021]
Ep 028/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.48it/s, loss=0.679, pair=0.001, adv=3.612, sprd=0.021]
Ep 028/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.48it/s, loss=0.704, pair=0.001, adv=3.646, sprd=0.029]
Ep 028/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.43it/s, loss=0.704, pair=0.001, adv=3.646, sprd=0.029]
Ep 028/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.43it/s, loss=0.692, pair=0.014, adv=3.727, sprd=0.023]
Ep 028/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.692, pair=0.014, adv=3.727, sprd=0.023]
Ep 028/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.48it/s, loss=0.651, pair=0.019, adv=3.025, sprd=0.019]
Ep 028/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.651, pair=0.019, adv=3.025, sprd=0.019]
Ep 028/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.45it/s, loss=0.709, pair=0.010, adv=4.120, sprd=0.028]
Ep 028/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.709, pair=0.010, adv=4.120, sprd=0.028]
Ep 028/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.720, pair=0.050, adv=3.460, sprd=0.024]
Ep 028/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:06,  1.44it/s, loss=0.720, pair=0.050, adv=3.460, sprd=0.024]
Ep 028/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.44it/s, loss=0.706, pair=0.016, adv=3.766, sprd=0.029]
Ep 028/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.706, pair=0.016, adv=3.766, sprd=0.029]
Ep 028/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.709, pair=0.030, adv=3.432, sprd=0.019]
Ep 028/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.709, pair=0.030, adv=3.432, sprd=0.019]
Ep 028/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.688, pair=0.005, adv=3.698, sprd=0.023]
Ep 028/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.688, pair=0.005, adv=3.698, sprd=0.023]
Ep 028/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.737, pair=0.021, adv=3.658, sprd=0.032]
Ep 028/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.737, pair=0.021, adv=3.658, sprd=0.032]
Ep 028/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.673, pair=0.011, adv=3.432, sprd=0.020]
Ep 028/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.673, pair=0.011, adv=3.432, sprd=0.020]
Ep 028/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.712, pair=0.020, adv=3.691, sprd=0.029]
Ep 028/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.712, pair=0.020, adv=3.691, sprd=0.029]
Ep 028/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.698, pair=0.008, adv=3.679, sprd=0.024]
Ep 028/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.698, pair=0.008, adv=3.679, sprd=0.024]
Ep 028/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.778, pair=0.022, adv=4.070, sprd=0.024]
Ep 028/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.46it/s, loss=0.778, pair=0.022, adv=4.070, sprd=0.024]
Ep 028/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.46it/s, loss=0.696, pair=0.018, adv=3.373, sprd=0.023]
Ep 028/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.54it/s, loss=0.696, pair=0.018, adv=3.373, sprd=0.023]
Ep 028/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.54it/s, loss=0.727, pair=0.044, adv=3.644, sprd=0.026]
Ep 028/60 [S2:+mat]: 100%|███| 333/333 [03:49<00:00,  1.45it/s, loss=0.727, pair=0.044, adv=3.644, sprd=0.026]
                                                                                                              
Epoch 028/60 [S2:+mat]  loss=0.7089  mat=0.2365  sens=1.0358  pair=0.0269  adv=3.7985(rand=3.37)  deg=0.0157  orth=0.0044  spread=0.0240  q_mean=49.7  q_std=13.8  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.99e-05  230s

Ep 029/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 029/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.800, pair=0.061, adv=3.572, sprd=0.028]
Ep 029/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:15,  1.13s/it, loss=0.800, pair=0.061, adv=3.572, sprd=0.028]
Ep 029/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:15,  1.13s/it, loss=0.672, pair=0.026, adv=3.290, sprd=0.020]
Ep 029/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:34,  1.21it/s, loss=0.672, pair=0.026, adv=3.290, sprd=0.020]
Ep 029/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:34,  1.21it/s, loss=0.710, pair=0.024, adv=3.599, sprd=0.026]
Ep 029/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:23,  1.25it/s, loss=0.710, pair=0.024, adv=3.599, sprd=0.026]
Ep 029/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:23,  1.25it/s, loss=0.685, pair=0.004, adv=3.585, sprd=0.023]
Ep 029/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.38it/s, loss=0.685, pair=0.004, adv=3.585, sprd=0.023]
Ep 029/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.38it/s, loss=0.675, pair=0.012, adv=3.487, sprd=0.020]
Ep 029/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:03,  1.35it/s, loss=0.675, pair=0.012, adv=3.487, sprd=0.020]
Ep 029/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:03,  1.35it/s, loss=0.682, pair=0.032, adv=3.780, sprd=0.018]
Ep 029/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:43,  1.47it/s, loss=0.682, pair=0.032, adv=3.780, sprd=0.018]
Ep 029/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:43,  1.47it/s, loss=0.716, pair=0.013, adv=3.669, sprd=0.030]
Ep 029/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:48,  1.43it/s, loss=0.716, pair=0.013, adv=3.669, sprd=0.030]
Ep 029/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:48,  1.43it/s, loss=0.710, pair=0.039, adv=3.617, sprd=0.027]
Ep 029/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:39,  1.48it/s, loss=0.710, pair=0.039, adv=3.617, sprd=0.027]
Ep 029/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:39,  1.48it/s, loss=0.698, pair=0.039, adv=3.735, sprd=0.018]
Ep 029/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:45,  1.44it/s, loss=0.698, pair=0.039, adv=3.735, sprd=0.018]
Ep 029/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:45,  1.44it/s, loss=0.698, pair=0.060, adv=3.509, sprd=0.020]
Ep 029/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:34,  1.51it/s, loss=0.698, pair=0.060, adv=3.509, sprd=0.020]
Ep 029/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:34,  1.51it/s, loss=0.767, pair=0.143, adv=3.790, sprd=0.029]
Ep 029/60 [S2:+mat]:   3%|▏   | 11/333 [00:07<03:51,  1.39it/s, loss=0.767, pair=0.143, adv=3.790, sprd=0.029]
Ep 029/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:51,  1.39it/s, loss=0.675, pair=0.009, adv=3.675, sprd=0.019]
Ep 029/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:34,  1.50it/s, loss=0.675, pair=0.009, adv=3.675, sprd=0.019]
Ep 029/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:34,  1.50it/s, loss=0.704, pair=0.031, adv=3.407, sprd=0.022]
Ep 029/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:50,  1.39it/s, loss=0.704, pair=0.031, adv=3.407, sprd=0.022]
Ep 029/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:50,  1.39it/s, loss=0.706, pair=0.031, adv=3.405, sprd=0.026]
Ep 029/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:39,  1.45it/s, loss=0.706, pair=0.031, adv=3.405, sprd=0.026]
Ep 029/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:39,  1.45it/s, loss=0.726, pair=0.016, adv=3.818, sprd=0.026]
Ep 029/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:47,  1.40it/s, loss=0.726, pair=0.016, adv=3.818, sprd=0.026]
Ep 029/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:47,  1.40it/s, loss=0.689, pair=0.006, adv=3.527, sprd=0.023]
Ep 029/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:35,  1.47it/s, loss=0.689, pair=0.006, adv=3.527, sprd=0.023]
Ep 029/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:35,  1.47it/s, loss=0.720, pair=0.011, adv=3.499, sprd=0.027]
Ep 029/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:37,  1.45it/s, loss=0.720, pair=0.011, adv=3.499, sprd=0.027]
Ep 029/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:37,  1.45it/s, loss=0.712, pair=0.032, adv=3.857, sprd=0.027]
Ep 029/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:30,  1.49it/s, loss=0.712, pair=0.032, adv=3.857, sprd=0.027]
Ep 029/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:30,  1.49it/s, loss=0.694, pair=0.010, adv=3.641, sprd=0.021]
Ep 029/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:48,  1.37it/s, loss=0.694, pair=0.010, adv=3.641, sprd=0.021]
Ep 029/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:48,  1.37it/s, loss=0.720, pair=0.007, adv=3.758, sprd=0.032]
Ep 029/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:36,  1.45it/s, loss=0.720, pair=0.007, adv=3.758, sprd=0.032]
Ep 029/60 [S2:+mat]:   6%|▏   | 20/333 [00:15<03:36,  1.45it/s, loss=0.722, pair=0.006, adv=3.813, sprd=0.026]
Ep 029/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:50,  1.35it/s, loss=0.722, pair=0.006, adv=3.813, sprd=0.026]
Ep 029/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:50,  1.35it/s, loss=0.694, pair=0.006, adv=3.869, sprd=0.022]
Ep 029/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:34,  1.45it/s, loss=0.694, pair=0.006, adv=3.869, sprd=0.022]
Ep 029/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:34,  1.45it/s, loss=0.717, pair=0.012, adv=3.499, sprd=0.028]
Ep 029/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:39,  1.41it/s, loss=0.717, pair=0.012, adv=3.499, sprd=0.028]
Ep 029/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:39,  1.41it/s, loss=0.685, pair=0.005, adv=3.560, sprd=0.022]
Ep 029/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:29,  1.48it/s, loss=0.685, pair=0.005, adv=3.560, sprd=0.022]
Ep 029/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:29,  1.48it/s, loss=0.714, pair=0.027, adv=3.713, sprd=0.024]
Ep 029/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:36,  1.42it/s, loss=0.714, pair=0.027, adv=3.713, sprd=0.024]
Ep 029/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:36,  1.42it/s, loss=0.685, pair=0.041, adv=3.592, sprd=0.021]
Ep 029/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:24,  1.50it/s, loss=0.685, pair=0.041, adv=3.592, sprd=0.021]
Ep 029/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:24,  1.50it/s, loss=0.676, pair=0.006, adv=3.563, sprd=0.019]
Ep 029/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:34,  1.42it/s, loss=0.676, pair=0.006, adv=3.563, sprd=0.019]
Ep 029/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:34,  1.42it/s, loss=0.696, pair=0.020, adv=3.471, sprd=0.024]
Ep 029/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:23,  1.50it/s, loss=0.696, pair=0.020, adv=3.471, sprd=0.024]
Ep 029/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:23,  1.50it/s, loss=0.666, pair=0.007, adv=3.536, sprd=0.015]
Ep 029/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:32,  1.43it/s, loss=0.666, pair=0.007, adv=3.536, sprd=0.015]
Ep 029/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:32,  1.43it/s, loss=0.699, pair=0.014, adv=3.484, sprd=0.025]
Ep 029/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:21,  1.51it/s, loss=0.699, pair=0.014, adv=3.484, sprd=0.025]
Ep 029/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:21,  1.51it/s, loss=0.680, pair=0.003, adv=3.241, sprd=0.022]
Ep 029/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:30,  1.43it/s, loss=0.680, pair=0.003, adv=3.241, sprd=0.022]
Ep 029/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:30,  1.43it/s, loss=0.711, pair=0.001, adv=3.683, sprd=0.029]
Ep 029/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:23,  1.48it/s, loss=0.711, pair=0.001, adv=3.683, sprd=0.029]
Ep 029/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:23,  1.48it/s, loss=0.695, pair=0.006, adv=3.790, sprd=0.023]
Ep 029/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.695, pair=0.006, adv=3.790, sprd=0.023]
Ep 029/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.684, pair=0.009, adv=3.737, sprd=0.023]
Ep 029/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:23,  1.47it/s, loss=0.684, pair=0.009, adv=3.737, sprd=0.023]
Ep 029/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:23,  1.47it/s, loss=0.718, pair=0.008, adv=3.584, sprd=0.024]
Ep 029/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:35,  1.38it/s, loss=0.718, pair=0.008, adv=3.584, sprd=0.024]
Ep 029/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:35,  1.38it/s, loss=0.708, pair=0.029, adv=3.788, sprd=0.026]
Ep 029/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:25,  1.45it/s, loss=0.708, pair=0.029, adv=3.788, sprd=0.026]
Ep 029/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:25,  1.45it/s, loss=0.733, pair=0.041, adv=3.594, sprd=0.028]
Ep 029/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:33,  1.38it/s, loss=0.733, pair=0.041, adv=3.594, sprd=0.028]
Ep 029/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:33,  1.38it/s, loss=0.685, pair=0.026, adv=3.193, sprd=0.019]
Ep 029/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:18,  1.48it/s, loss=0.685, pair=0.026, adv=3.193, sprd=0.019]
Ep 029/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:18,  1.48it/s, loss=0.725, pair=0.015, adv=4.107, sprd=0.028]
Ep 029/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:25,  1.43it/s, loss=0.725, pair=0.015, adv=4.107, sprd=0.028]
Ep 029/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:25,  1.43it/s, loss=0.701, pair=0.016, adv=3.681, sprd=0.026]
Ep 029/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:16,  1.49it/s, loss=0.701, pair=0.016, adv=3.681, sprd=0.026]
Ep 029/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:16,  1.49it/s, loss=0.706, pair=0.016, adv=4.125, sprd=0.025]
Ep 029/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:24,  1.43it/s, loss=0.706, pair=0.016, adv=4.125, sprd=0.025]
Ep 029/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:24,  1.43it/s, loss=0.687, pair=0.040, adv=3.394, sprd=0.020]
Ep 029/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:14,  1.50it/s, loss=0.687, pair=0.040, adv=3.394, sprd=0.020]
Ep 029/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:14,  1.50it/s, loss=0.721, pair=0.039, adv=3.937, sprd=0.026]
Ep 029/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:18,  1.46it/s, loss=0.721, pair=0.039, adv=3.937, sprd=0.026]
Ep 029/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:18,  1.46it/s, loss=0.702, pair=0.005, adv=4.120, sprd=0.026]
Ep 029/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:11,  1.51it/s, loss=0.702, pair=0.005, adv=4.120, sprd=0.026]
Ep 029/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:11,  1.51it/s, loss=0.725, pair=0.036, adv=3.473, sprd=0.023]
Ep 029/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:17,  1.46it/s, loss=0.725, pair=0.036, adv=3.473, sprd=0.023]
Ep 029/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:17,  1.46it/s, loss=0.708, pair=0.075, adv=3.271, sprd=0.025]
Ep 029/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:07,  1.53it/s, loss=0.708, pair=0.075, adv=3.271, sprd=0.025]
Ep 029/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:07,  1.53it/s, loss=0.713, pair=0.010, adv=3.872, sprd=0.022]
Ep 029/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:17,  1.45it/s, loss=0.713, pair=0.010, adv=3.872, sprd=0.022]
Ep 029/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:17,  1.45it/s, loss=0.712, pair=0.024, adv=3.714, sprd=0.029]
Ep 029/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:10,  1.50it/s, loss=0.712, pair=0.024, adv=3.714, sprd=0.029]
Ep 029/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:10,  1.50it/s, loss=0.778, pair=0.022, adv=3.624, sprd=0.024]
Ep 029/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:17,  1.44it/s, loss=0.778, pair=0.022, adv=3.624, sprd=0.024]
Ep 029/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:17,  1.44it/s, loss=0.716, pair=0.005, adv=3.605, sprd=0.027]
Ep 029/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:08,  1.50it/s, loss=0.716, pair=0.005, adv=3.605, sprd=0.027]
Ep 029/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:08,  1.50it/s, loss=0.721, pair=0.012, adv=3.642, sprd=0.028]
Ep 029/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:23,  1.39it/s, loss=0.721, pair=0.012, adv=3.642, sprd=0.028]
Ep 029/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:23,  1.39it/s, loss=0.680, pair=0.029, adv=4.005, sprd=0.020]
Ep 029/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:11,  1.46it/s, loss=0.680, pair=0.029, adv=4.005, sprd=0.020]
Ep 029/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:11,  1.46it/s, loss=0.705, pair=0.016, adv=3.776, sprd=0.022]
Ep 029/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:17,  1.42it/s, loss=0.705, pair=0.016, adv=3.776, sprd=0.022]
Ep 029/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:17,  1.42it/s, loss=0.711, pair=0.008, adv=3.631, sprd=0.029]
Ep 029/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:10,  1.47it/s, loss=0.711, pair=0.008, adv=3.631, sprd=0.029]
Ep 029/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:10,  1.47it/s, loss=0.707, pair=0.009, adv=4.162, sprd=0.025]
Ep 029/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:25,  1.35it/s, loss=0.707, pair=0.009, adv=4.162, sprd=0.025]
Ep 029/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:25,  1.35it/s, loss=0.683, pair=0.004, adv=3.483, sprd=0.021]
Ep 029/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:11,  1.44it/s, loss=0.683, pair=0.004, adv=3.483, sprd=0.021]
Ep 029/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:11,  1.44it/s, loss=0.690, pair=0.013, adv=3.721, sprd=0.020]
Ep 029/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:14,  1.42it/s, loss=0.690, pair=0.013, adv=3.721, sprd=0.020]
Ep 029/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:14,  1.42it/s, loss=0.702, pair=0.009, adv=3.659, sprd=0.028]
Ep 029/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:05,  1.48it/s, loss=0.702, pair=0.009, adv=3.659, sprd=0.028]
Ep 029/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:05,  1.48it/s, loss=0.703, pair=0.007, adv=3.860, sprd=0.027]
Ep 029/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:14,  1.41it/s, loss=0.703, pair=0.007, adv=3.860, sprd=0.027]
Ep 029/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:14,  1.41it/s, loss=0.707, pair=0.012, adv=3.867, sprd=0.028]
Ep 029/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:06,  1.46it/s, loss=0.707, pair=0.012, adv=3.867, sprd=0.028]
Ep 029/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:06,  1.46it/s, loss=0.728, pair=0.001, adv=4.337, sprd=0.026]
Ep 029/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:12,  1.41it/s, loss=0.728, pair=0.001, adv=4.337, sprd=0.026]
Ep 029/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:12,  1.41it/s, loss=0.687, pair=0.015, adv=3.536, sprd=0.020]
Ep 029/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:00,  1.50it/s, loss=0.687, pair=0.015, adv=3.536, sprd=0.020]
Ep 029/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:00,  1.50it/s, loss=0.707, pair=0.004, adv=3.618, sprd=0.023]
Ep 029/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:06,  1.45it/s, loss=0.707, pair=0.004, adv=3.618, sprd=0.023]
Ep 029/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:06,  1.45it/s, loss=0.696, pair=0.007, adv=3.938, sprd=0.025]
Ep 029/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<02:58,  1.51it/s, loss=0.696, pair=0.007, adv=3.938, sprd=0.025]
Ep 029/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<02:58,  1.51it/s, loss=0.715, pair=0.028, adv=3.899, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:06,  1.44it/s, loss=0.715, pair=0.028, adv=3.899, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:06,  1.44it/s, loss=0.716, pair=0.083, adv=3.835, sprd=0.024]
Ep 029/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:56,  1.52it/s, loss=0.716, pair=0.083, adv=3.835, sprd=0.024]
Ep 029/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:56,  1.52it/s, loss=0.769, pair=0.031, adv=3.794, sprd=0.020]
Ep 029/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:01,  1.47it/s, loss=0.769, pair=0.031, adv=3.794, sprd=0.020]
Ep 029/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:01,  1.47it/s, loss=0.696, pair=0.040, adv=3.592, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:54,  1.52it/s, loss=0.696, pair=0.040, adv=3.592, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:54,  1.52it/s, loss=0.701, pair=0.028, adv=3.554, sprd=0.022]
Ep 029/60 [S2:+mat]:  21%|▊   | 69/333 [00:47<03:04,  1.43it/s, loss=0.701, pair=0.028, adv=3.554, sprd=0.022]
Ep 029/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.681, pair=0.040, adv=3.310, sprd=0.022]
Ep 029/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:52,  1.52it/s, loss=0.681, pair=0.040, adv=3.310, sprd=0.022]
Ep 029/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:52,  1.52it/s, loss=0.746, pair=0.087, adv=3.952, sprd=0.027]
Ep 029/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:07,  1.40it/s, loss=0.746, pair=0.087, adv=3.952, sprd=0.027]
Ep 029/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:07,  1.40it/s, loss=0.696, pair=0.010, adv=3.533, sprd=0.021]
Ep 029/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:56,  1.48it/s, loss=0.696, pair=0.010, adv=3.533, sprd=0.021]
Ep 029/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:56,  1.48it/s, loss=0.697, pair=0.017, adv=3.508, sprd=0.023]
Ep 029/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:04,  1.41it/s, loss=0.697, pair=0.017, adv=3.508, sprd=0.023]
Ep 029/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:04,  1.41it/s, loss=0.684, pair=0.004, adv=3.614, sprd=0.023]
Ep 029/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:54,  1.48it/s, loss=0.684, pair=0.004, adv=3.614, sprd=0.023]
Ep 029/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:54,  1.48it/s, loss=0.695, pair=0.005, adv=3.725, sprd=0.024]
Ep 029/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:04,  1.40it/s, loss=0.695, pair=0.005, adv=3.725, sprd=0.024]
Ep 029/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:04,  1.40it/s, loss=0.681, pair=0.016, adv=3.503, sprd=0.021]
Ep 029/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:53,  1.48it/s, loss=0.681, pair=0.016, adv=3.503, sprd=0.021]
Ep 029/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:53,  1.48it/s, loss=0.708, pair=0.033, adv=3.685, sprd=0.021]
Ep 029/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<03:02,  1.40it/s, loss=0.708, pair=0.033, adv=3.685, sprd=0.021]
Ep 029/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:02,  1.40it/s, loss=0.678, pair=0.037, adv=3.556, sprd=0.016]
Ep 029/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.50it/s, loss=0.678, pair=0.037, adv=3.556, sprd=0.016]
Ep 029/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.50it/s, loss=0.694, pair=0.004, adv=3.941, sprd=0.027]
Ep 029/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<02:56,  1.44it/s, loss=0.694, pair=0.004, adv=3.941, sprd=0.027]
Ep 029/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:56,  1.44it/s, loss=0.703, pair=0.035, adv=3.552, sprd=0.024]
Ep 029/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:49,  1.49it/s, loss=0.703, pair=0.035, adv=3.552, sprd=0.024]
Ep 029/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:49,  1.49it/s, loss=0.682, pair=0.009, adv=3.627, sprd=0.017]
Ep 029/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:56,  1.43it/s, loss=0.682, pair=0.009, adv=3.627, sprd=0.017]
Ep 029/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:56,  1.43it/s, loss=0.707, pair=0.060, adv=3.503, sprd=0.023]
Ep 029/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:48,  1.49it/s, loss=0.707, pair=0.060, adv=3.503, sprd=0.023]
Ep 029/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:48,  1.49it/s, loss=0.700, pair=0.024, adv=3.476, sprd=0.021]
Ep 029/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:53,  1.44it/s, loss=0.700, pair=0.024, adv=3.476, sprd=0.021]
Ep 029/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:53,  1.44it/s, loss=0.707, pair=0.029, adv=3.807, sprd=0.026]
Ep 029/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:45,  1.50it/s, loss=0.707, pair=0.029, adv=3.807, sprd=0.026]
Ep 029/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:45,  1.50it/s, loss=0.821, pair=0.097, adv=4.110, sprd=0.028]
Ep 029/60 [S2:+mat]:  26%|█   | 85/333 [00:58<02:53,  1.43it/s, loss=0.821, pair=0.097, adv=4.110, sprd=0.028]
Ep 029/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.691, pair=0.034, adv=3.753, sprd=0.022]
Ep 029/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:44,  1.50it/s, loss=0.691, pair=0.034, adv=3.753, sprd=0.022]
Ep 029/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:44,  1.50it/s, loss=0.700, pair=0.008, adv=3.583, sprd=0.025]
Ep 029/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.700, pair=0.008, adv=3.583, sprd=0.025]
Ep 029/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.715, pair=0.023, adv=3.563, sprd=0.029]
Ep 029/60 [S2:+mat]:  26%|█   | 88/333 [01:00<02:44,  1.49it/s, loss=0.715, pair=0.023, adv=3.563, sprd=0.029]
Ep 029/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:44,  1.49it/s, loss=0.699, pair=0.027, adv=3.595, sprd=0.024]
Ep 029/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:51,  1.42it/s, loss=0.699, pair=0.027, adv=3.595, sprd=0.024]
Ep 029/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:51,  1.42it/s, loss=0.702, pair=0.024, adv=3.825, sprd=0.025]
Ep 029/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:42,  1.49it/s, loss=0.702, pair=0.024, adv=3.825, sprd=0.025]
Ep 029/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:42,  1.49it/s, loss=0.723, pair=0.034, adv=3.990, sprd=0.029]
Ep 029/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:54,  1.38it/s, loss=0.723, pair=0.034, adv=3.990, sprd=0.029]
Ep 029/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:54,  1.38it/s, loss=0.702, pair=0.014, adv=3.741, sprd=0.029]
Ep 029/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:45,  1.46it/s, loss=0.702, pair=0.014, adv=3.741, sprd=0.029]
Ep 029/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:45,  1.46it/s, loss=0.715, pair=0.007, adv=4.140, sprd=0.027]
Ep 029/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:47,  1.43it/s, loss=0.715, pair=0.007, adv=4.140, sprd=0.027]
Ep 029/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:47,  1.43it/s, loss=0.697, pair=0.019, adv=3.793, sprd=0.025]
Ep 029/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.697, pair=0.019, adv=3.793, sprd=0.025]
Ep 029/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.783, pair=0.034, adv=3.871, sprd=0.025]
Ep 029/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:45,  1.44it/s, loss=0.783, pair=0.034, adv=3.871, sprd=0.025]
Ep 029/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:45,  1.44it/s, loss=0.717, pair=0.025, adv=3.693, sprd=0.031]
Ep 029/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:38,  1.50it/s, loss=0.717, pair=0.025, adv=3.693, sprd=0.031]
Ep 029/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:38,  1.50it/s, loss=0.715, pair=0.010, adv=3.504, sprd=0.023]
Ep 029/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:45,  1.42it/s, loss=0.715, pair=0.010, adv=3.504, sprd=0.023]
Ep 029/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:45,  1.42it/s, loss=0.675, pair=0.023, adv=3.951, sprd=0.021]
Ep 029/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:37,  1.49it/s, loss=0.675, pair=0.023, adv=3.951, sprd=0.021]
Ep 029/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.699, pair=0.035, adv=3.449, sprd=0.019]
Ep 029/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:41,  1.44it/s, loss=0.699, pair=0.035, adv=3.449, sprd=0.019]
Ep 029/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:41,  1.44it/s, loss=0.691, pair=0.040, adv=3.800, sprd=0.022]
Ep 029/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:35,  1.50it/s, loss=0.691, pair=0.040, adv=3.800, sprd=0.022]
Ep 029/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:35,  1.50it/s, loss=0.687, pair=0.017, adv=3.839, sprd=0.020]
Ep 029/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:39,  1.46it/s, loss=0.687, pair=0.017, adv=3.839, sprd=0.020]
Ep 029/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:39,  1.46it/s, loss=0.671, pair=0.008, adv=4.021, sprd=0.019]
Ep 029/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:32,  1.52it/s, loss=0.671, pair=0.008, adv=4.021, sprd=0.019]
Ep 029/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:32,  1.52it/s, loss=0.710, pair=0.007, adv=3.614, sprd=0.023]
Ep 029/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:38,  1.46it/s, loss=0.710, pair=0.007, adv=3.614, sprd=0.023]
Ep 029/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:38,  1.46it/s, loss=0.694, pair=0.005, adv=4.060, sprd=0.023]
Ep 029/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:29,  1.53it/s, loss=0.694, pair=0.005, adv=4.060, sprd=0.023]
Ep 029/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:29,  1.53it/s, loss=0.704, pair=0.022, adv=3.428, sprd=0.021]
Ep 029/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:33,  1.48it/s, loss=0.704, pair=0.022, adv=3.428, sprd=0.021]
Ep 029/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:33,  1.48it/s, loss=0.688, pair=0.023, adv=3.427, sprd=0.019]
Ep 029/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:23,  1.58it/s, loss=0.688, pair=0.023, adv=3.427, sprd=0.019]
Ep 029/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:23,  1.58it/s, loss=0.723, pair=0.009, adv=3.876, sprd=0.028]
Ep 029/60 [S2:+mat]:  32%|▉  | 107/333 [01:13<02:32,  1.49it/s, loss=0.723, pair=0.009, adv=3.876, sprd=0.028]
Ep 029/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:32,  1.49it/s, loss=0.700, pair=0.005, adv=3.723, sprd=0.025]
Ep 029/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:27,  1.53it/s, loss=0.700, pair=0.005, adv=3.723, sprd=0.025]
Ep 029/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:27,  1.53it/s, loss=0.732, pair=0.022, adv=3.810, sprd=0.028]
Ep 029/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.40it/s, loss=0.732, pair=0.022, adv=3.810, sprd=0.028]
Ep 029/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.40it/s, loss=0.695, pair=0.020, adv=3.664, sprd=0.024]
Ep 029/60 [S2:+mat]:  33%|▉  | 110/333 [01:15<02:32,  1.46it/s, loss=0.695, pair=0.020, adv=3.664, sprd=0.024]
Ep 029/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:32,  1.46it/s, loss=0.711, pair=0.059, adv=3.352, sprd=0.024]
Ep 029/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:36,  1.42it/s, loss=0.711, pair=0.059, adv=3.352, sprd=0.024]
Ep 029/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.42it/s, loss=0.672, pair=0.005, adv=3.587, sprd=0.020]
Ep 029/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.672, pair=0.005, adv=3.587, sprd=0.020]
Ep 029/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:28,  1.49it/s, loss=0.801, pair=0.017, adv=3.998, sprd=0.031]
Ep 029/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:33,  1.43it/s, loss=0.801, pair=0.017, adv=3.998, sprd=0.031]
Ep 029/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:33,  1.43it/s, loss=0.696, pair=0.009, adv=3.800, sprd=0.025]
Ep 029/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:27,  1.48it/s, loss=0.696, pair=0.009, adv=3.800, sprd=0.025]
Ep 029/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:27,  1.48it/s, loss=0.693, pair=0.022, adv=3.405, sprd=0.022]
Ep 029/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:30,  1.45it/s, loss=0.693, pair=0.022, adv=3.405, sprd=0.022]
Ep 029/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:30,  1.45it/s, loss=0.703, pair=0.004, adv=3.995, sprd=0.028]
Ep 029/60 [S2:+mat]:  35%|█  | 116/333 [01:19<02:23,  1.51it/s, loss=0.703, pair=0.004, adv=3.995, sprd=0.028]
Ep 029/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:23,  1.51it/s, loss=0.670, pair=0.002, adv=3.605, sprd=0.019]
Ep 029/60 [S2:+mat]:  35%|█  | 117/333 [01:20<02:28,  1.45it/s, loss=0.670, pair=0.002, adv=3.605, sprd=0.019]
Ep 029/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:28,  1.45it/s, loss=0.695, pair=0.013, adv=3.504, sprd=0.022]
Ep 029/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:22,  1.50it/s, loss=0.695, pair=0.013, adv=3.504, sprd=0.022]
Ep 029/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:22,  1.50it/s, loss=0.709, pair=0.005, adv=3.959, sprd=0.027]
Ep 029/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:34,  1.39it/s, loss=0.709, pair=0.005, adv=3.959, sprd=0.027]
Ep 029/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:34,  1.39it/s, loss=0.710, pair=0.015, adv=3.621, sprd=0.029]
Ep 029/60 [S2:+mat]:  36%|█  | 120/333 [01:22<02:25,  1.46it/s, loss=0.710, pair=0.015, adv=3.621, sprd=0.029]
Ep 029/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:25,  1.46it/s, loss=0.720, pair=0.024, adv=3.493, sprd=0.026]
Ep 029/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:29,  1.42it/s, loss=0.720, pair=0.024, adv=3.493, sprd=0.026]
Ep 029/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:29,  1.42it/s, loss=0.724, pair=0.052, adv=4.060, sprd=0.028]
Ep 029/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:21,  1.49it/s, loss=0.724, pair=0.052, adv=4.060, sprd=0.028]
Ep 029/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:21,  1.49it/s, loss=0.729, pair=0.096, adv=3.398, sprd=0.022]
Ep 029/60 [S2:+mat]:  37%|█  | 123/333 [01:24<02:25,  1.45it/s, loss=0.729, pair=0.096, adv=3.398, sprd=0.022]
Ep 029/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:25,  1.45it/s, loss=0.716, pair=0.080, adv=3.775, sprd=0.023]
Ep 029/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:18,  1.51it/s, loss=0.716, pair=0.080, adv=3.775, sprd=0.023]
Ep 029/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:18,  1.51it/s, loss=0.694, pair=0.029, adv=3.752, sprd=0.019]
Ep 029/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:23,  1.45it/s, loss=0.694, pair=0.029, adv=3.752, sprd=0.019]
Ep 029/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:23,  1.45it/s, loss=0.700, pair=0.015, adv=3.389, sprd=0.022]
Ep 029/60 [S2:+mat]:  38%|█▏ | 126/333 [01:26<02:15,  1.53it/s, loss=0.700, pair=0.015, adv=3.389, sprd=0.022]
Ep 029/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:15,  1.53it/s, loss=0.701, pair=0.043, adv=3.796, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:27,  1.40it/s, loss=0.701, pair=0.043, adv=3.796, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:27,  1.40it/s, loss=0.688, pair=0.051, adv=3.258, sprd=0.022]
Ep 029/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.688, pair=0.051, adv=3.258, sprd=0.022]
Ep 029/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.748, pair=0.073, adv=3.780, sprd=0.029]
Ep 029/60 [S2:+mat]:  39%|█▏ | 129/333 [01:28<02:21,  1.45it/s, loss=0.748, pair=0.073, adv=3.780, sprd=0.029]
Ep 029/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:21,  1.45it/s, loss=0.690, pair=0.017, adv=3.885, sprd=0.022]
Ep 029/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:12,  1.53it/s, loss=0.690, pair=0.017, adv=3.885, sprd=0.022]
Ep 029/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:12,  1.53it/s, loss=0.778, pair=0.020, adv=3.771, sprd=0.024]
Ep 029/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:18,  1.46it/s, loss=0.778, pair=0.020, adv=3.771, sprd=0.024]
Ep 029/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:18,  1.46it/s, loss=0.657, pair=0.070, adv=3.200, sprd=0.015]
Ep 029/60 [S2:+mat]:  40%|█▏ | 132/333 [01:30<02:09,  1.55it/s, loss=0.657, pair=0.070, adv=3.200, sprd=0.015]
Ep 029/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:09,  1.55it/s, loss=0.701, pair=0.011, adv=3.442, sprd=0.025]
Ep 029/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:22,  1.41it/s, loss=0.701, pair=0.011, adv=3.442, sprd=0.025]
Ep 029/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:22,  1.41it/s, loss=0.721, pair=0.009, adv=3.899, sprd=0.029]
Ep 029/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:15,  1.46it/s, loss=0.721, pair=0.009, adv=3.899, sprd=0.029]
Ep 029/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:15,  1.46it/s, loss=0.714, pair=0.034, adv=3.639, sprd=0.025]
Ep 029/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:18,  1.43it/s, loss=0.714, pair=0.034, adv=3.639, sprd=0.025]
Ep 029/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:18,  1.43it/s, loss=0.674, pair=0.008, adv=3.607, sprd=0.018]
Ep 029/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:11,  1.50it/s, loss=0.674, pair=0.008, adv=3.607, sprd=0.018]
Ep 029/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:11,  1.50it/s, loss=0.697, pair=0.010, adv=4.136, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:16,  1.43it/s, loss=0.697, pair=0.010, adv=4.136, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:16,  1.43it/s, loss=0.710, pair=0.011, adv=3.967, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:10,  1.49it/s, loss=0.710, pair=0.011, adv=3.967, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:10,  1.49it/s, loss=0.689, pair=0.015, adv=3.694, sprd=0.020]
Ep 029/60 [S2:+mat]:  42%|█▎ | 139/333 [01:35<02:15,  1.43it/s, loss=0.689, pair=0.015, adv=3.694, sprd=0.020]
Ep 029/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:15,  1.43it/s, loss=0.668, pair=0.015, adv=3.632, sprd=0.018]
Ep 029/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:08,  1.51it/s, loss=0.668, pair=0.015, adv=3.632, sprd=0.018]
Ep 029/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:08,  1.51it/s, loss=0.709, pair=0.005, adv=3.557, sprd=0.026]
Ep 029/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:12,  1.45it/s, loss=0.709, pair=0.005, adv=3.557, sprd=0.026]
Ep 029/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:12,  1.45it/s, loss=0.683, pair=0.002, adv=3.784, sprd=0.020]
Ep 029/60 [S2:+mat]:  43%|█▎ | 142/333 [01:37<02:06,  1.51it/s, loss=0.683, pair=0.002, adv=3.784, sprd=0.020]
Ep 029/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:06,  1.51it/s, loss=0.719, pair=0.012, adv=3.718, sprd=0.024]
Ep 029/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:10,  1.46it/s, loss=0.719, pair=0.012, adv=3.718, sprd=0.024]
Ep 029/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:10,  1.46it/s, loss=0.703, pair=0.014, adv=3.725, sprd=0.028]
Ep 029/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:05,  1.50it/s, loss=0.703, pair=0.014, adv=3.725, sprd=0.028]
Ep 029/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:05,  1.50it/s, loss=0.792, pair=0.010, adv=3.463, sprd=0.025]
Ep 029/60 [S2:+mat]:  44%|█▎ | 145/333 [01:39<02:13,  1.41it/s, loss=0.792, pair=0.010, adv=3.463, sprd=0.025]
Ep 029/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:13,  1.41it/s, loss=0.692, pair=0.010, adv=3.869, sprd=0.022]
Ep 029/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<02:05,  1.49it/s, loss=0.692, pair=0.010, adv=3.869, sprd=0.022]
Ep 029/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:05,  1.49it/s, loss=0.705, pair=0.005, adv=3.960, sprd=0.025]
Ep 029/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:10,  1.43it/s, loss=0.705, pair=0.005, adv=3.960, sprd=0.025]
Ep 029/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:10,  1.43it/s, loss=0.717, pair=0.013, adv=3.850, sprd=0.027]
Ep 029/60 [S2:+mat]:  44%|█▎ | 148/333 [01:41<02:04,  1.48it/s, loss=0.717, pair=0.013, adv=3.850, sprd=0.027]
Ep 029/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:04,  1.48it/s, loss=0.715, pair=0.013, adv=3.706, sprd=0.028]
Ep 029/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:09,  1.42it/s, loss=0.715, pair=0.013, adv=3.706, sprd=0.028]
Ep 029/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:09,  1.42it/s, loss=0.665, pair=0.004, adv=3.419, sprd=0.015]
Ep 029/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:01,  1.51it/s, loss=0.665, pair=0.004, adv=3.419, sprd=0.015]
Ep 029/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:01,  1.51it/s, loss=0.708, pair=0.019, adv=3.742, sprd=0.025]
Ep 029/60 [S2:+mat]:  45%|█▎ | 151/333 [01:43<02:07,  1.42it/s, loss=0.708, pair=0.019, adv=3.742, sprd=0.025]
Ep 029/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:07,  1.42it/s, loss=0.683, pair=0.011, adv=3.632, sprd=0.021]
Ep 029/60 [S2:+mat]:  46%|█▎ | 152/333 [01:44<02:00,  1.50it/s, loss=0.683, pair=0.011, adv=3.632, sprd=0.021]
Ep 029/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:00,  1.50it/s, loss=0.686, pair=0.004, adv=3.387, sprd=0.021]
Ep 029/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:03,  1.46it/s, loss=0.686, pair=0.004, adv=3.387, sprd=0.021]
Ep 029/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:03,  1.46it/s, loss=0.675, pair=0.020, adv=3.330, sprd=0.017]
Ep 029/60 [S2:+mat]:  46%|█▍ | 154/333 [01:45<01:56,  1.53it/s, loss=0.675, pair=0.020, adv=3.330, sprd=0.017]
Ep 029/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<01:56,  1.53it/s, loss=0.753, pair=0.035, adv=3.694, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 155/333 [01:46<02:01,  1.46it/s, loss=0.753, pair=0.035, adv=3.694, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:01,  1.46it/s, loss=0.675, pair=0.043, adv=3.178, sprd=0.022]
Ep 029/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<01:54,  1.54it/s, loss=0.675, pair=0.043, adv=3.178, sprd=0.022]
Ep 029/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<01:54,  1.54it/s, loss=0.713, pair=0.008, adv=3.716, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 157/333 [01:47<02:00,  1.46it/s, loss=0.713, pair=0.008, adv=3.716, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:00,  1.46it/s, loss=0.676, pair=0.005, adv=3.930, sprd=0.017]
Ep 029/60 [S2:+mat]:  47%|█▍ | 158/333 [01:48<01:54,  1.53it/s, loss=0.676, pair=0.005, adv=3.930, sprd=0.017]
Ep 029/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:54,  1.53it/s, loss=0.680, pair=0.026, adv=3.676, sprd=0.019]
Ep 029/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<01:58,  1.47it/s, loss=0.680, pair=0.026, adv=3.676, sprd=0.019]
Ep 029/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<01:58,  1.47it/s, loss=0.707, pair=0.018, adv=3.458, sprd=0.027]
Ep 029/60 [S2:+mat]:  48%|█▍ | 160/333 [01:49<01:54,  1.51it/s, loss=0.707, pair=0.018, adv=3.458, sprd=0.027]
Ep 029/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:54,  1.51it/s, loss=0.712, pair=0.012, adv=3.527, sprd=0.026]
Ep 029/60 [S2:+mat]:  48%|█▍ | 161/333 [01:50<01:59,  1.44it/s, loss=0.712, pair=0.012, adv=3.527, sprd=0.026]
Ep 029/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<01:59,  1.44it/s, loss=0.698, pair=0.022, adv=3.826, sprd=0.025]
Ep 029/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:53,  1.50it/s, loss=0.698, pair=0.022, adv=3.826, sprd=0.025]
Ep 029/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:53,  1.50it/s, loss=0.722, pair=0.030, adv=3.806, sprd=0.027]
Ep 029/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:02,  1.38it/s, loss=0.722, pair=0.030, adv=3.806, sprd=0.027]
Ep 029/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:02,  1.38it/s, loss=0.705, pair=0.041, adv=3.462, sprd=0.023]
Ep 029/60 [S2:+mat]:  49%|█▍ | 164/333 [01:52<01:55,  1.47it/s, loss=0.705, pair=0.041, adv=3.462, sprd=0.023]
Ep 029/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:55,  1.47it/s, loss=0.703, pair=0.027, adv=3.538, sprd=0.022]
Ep 029/60 [S2:+mat]:  50%|█▍ | 165/333 [01:53<01:57,  1.43it/s, loss=0.703, pair=0.027, adv=3.538, sprd=0.022]
Ep 029/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:57,  1.43it/s, loss=0.742, pair=0.010, adv=3.814, sprd=0.035]
Ep 029/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:53,  1.47it/s, loss=0.742, pair=0.010, adv=3.814, sprd=0.035]
Ep 029/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:53,  1.47it/s, loss=0.692, pair=0.021, adv=3.508, sprd=0.024]
Ep 029/60 [S2:+mat]:  50%|█▌ | 167/333 [01:54<01:57,  1.42it/s, loss=0.692, pair=0.021, adv=3.508, sprd=0.024]
Ep 029/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:57,  1.42it/s, loss=0.720, pair=0.048, adv=3.677, sprd=0.029]
Ep 029/60 [S2:+mat]:  50%|█▌ | 168/333 [01:55<01:51,  1.48it/s, loss=0.720, pair=0.048, adv=3.677, sprd=0.029]
Ep 029/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:51,  1.48it/s, loss=0.719, pair=0.017, adv=3.480, sprd=0.025]
Ep 029/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:53,  1.45it/s, loss=0.719, pair=0.017, adv=3.480, sprd=0.025]
Ep 029/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:53,  1.45it/s, loss=0.667, pair=0.002, adv=3.325, sprd=0.021]
Ep 029/60 [S2:+mat]:  51%|█▌ | 170/333 [01:56<01:47,  1.51it/s, loss=0.667, pair=0.002, adv=3.325, sprd=0.021]
Ep 029/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:47,  1.51it/s, loss=0.699, pair=0.003, adv=3.392, sprd=0.025]
Ep 029/60 [S2:+mat]:  51%|█▌ | 171/333 [01:57<01:58,  1.37it/s, loss=0.699, pair=0.003, adv=3.392, sprd=0.025]
Ep 029/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:58,  1.37it/s, loss=0.712, pair=0.020, adv=3.701, sprd=0.028]
Ep 029/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:51,  1.45it/s, loss=0.712, pair=0.020, adv=3.701, sprd=0.028]
Ep 029/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:51,  1.45it/s, loss=0.712, pair=0.005, adv=4.055, sprd=0.023]
Ep 029/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:54,  1.39it/s, loss=0.712, pair=0.005, adv=4.055, sprd=0.023]
Ep 029/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:54,  1.39it/s, loss=0.718, pair=0.004, adv=3.985, sprd=0.027]
Ep 029/60 [S2:+mat]:  52%|█▌ | 174/333 [01:59<01:49,  1.45it/s, loss=0.718, pair=0.004, adv=3.985, sprd=0.027]
Ep 029/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:49,  1.45it/s, loss=0.721, pair=0.004, adv=3.623, sprd=0.024]
Ep 029/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:51,  1.42it/s, loss=0.721, pair=0.004, adv=3.623, sprd=0.024]
Ep 029/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:51,  1.42it/s, loss=0.706, pair=0.006, adv=3.790, sprd=0.025]
Ep 029/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:46,  1.48it/s, loss=0.706, pair=0.006, adv=3.790, sprd=0.025]
Ep 029/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:46,  1.48it/s, loss=0.705, pair=0.017, adv=3.738, sprd=0.024]
Ep 029/60 [S2:+mat]:  53%|█▌ | 177/333 [02:01<01:48,  1.44it/s, loss=0.705, pair=0.017, adv=3.738, sprd=0.024]
Ep 029/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:48,  1.44it/s, loss=0.687, pair=0.008, adv=3.771, sprd=0.026]
Ep 029/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:44,  1.48it/s, loss=0.687, pair=0.008, adv=3.771, sprd=0.026]
Ep 029/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:44,  1.48it/s, loss=0.709, pair=0.008, adv=3.663, sprd=0.029]
Ep 029/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:48,  1.43it/s, loss=0.709, pair=0.008, adv=3.663, sprd=0.029]
Ep 029/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:48,  1.43it/s, loss=0.675, pair=0.033, adv=3.476, sprd=0.020]
Ep 029/60 [S2:+mat]:  54%|█▌ | 180/333 [02:03<01:41,  1.51it/s, loss=0.675, pair=0.033, adv=3.476, sprd=0.020]
Ep 029/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:41,  1.51it/s, loss=0.741, pair=0.033, adv=3.799, sprd=0.030]
Ep 029/60 [S2:+mat]:  54%|█▋ | 181/333 [02:04<01:45,  1.44it/s, loss=0.741, pair=0.033, adv=3.799, sprd=0.030]
Ep 029/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:45,  1.44it/s, loss=0.701, pair=0.028, adv=3.796, sprd=0.025]
Ep 029/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:40,  1.51it/s, loss=0.701, pair=0.028, adv=3.796, sprd=0.025]
Ep 029/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:40,  1.51it/s, loss=0.702, pair=0.005, adv=3.604, sprd=0.023]
Ep 029/60 [S2:+mat]:  55%|█▋ | 183/333 [02:05<01:47,  1.39it/s, loss=0.702, pair=0.005, adv=3.604, sprd=0.023]
Ep 029/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:47,  1.39it/s, loss=0.725, pair=0.051, adv=3.800, sprd=0.027]
Ep 029/60 [S2:+mat]:  55%|█▋ | 184/333 [02:06<01:42,  1.45it/s, loss=0.725, pair=0.051, adv=3.800, sprd=0.027]
Ep 029/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:42,  1.45it/s, loss=0.700, pair=0.027, adv=3.297, sprd=0.020]
Ep 029/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:44,  1.41it/s, loss=0.700, pair=0.027, adv=3.297, sprd=0.020]
Ep 029/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:44,  1.41it/s, loss=0.698, pair=0.029, adv=3.649, sprd=0.023]
Ep 029/60 [S2:+mat]:  56%|█▋ | 186/333 [02:07<01:40,  1.47it/s, loss=0.698, pair=0.029, adv=3.649, sprd=0.023]
Ep 029/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:40,  1.47it/s, loss=0.685, pair=0.031, adv=3.519, sprd=0.018]
Ep 029/60 [S2:+mat]:  56%|█▋ | 187/333 [02:08<01:40,  1.45it/s, loss=0.685, pair=0.031, adv=3.519, sprd=0.018]
Ep 029/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:40,  1.45it/s, loss=0.713, pair=0.010, adv=3.660, sprd=0.028]
Ep 029/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:36,  1.50it/s, loss=0.713, pair=0.010, adv=3.660, sprd=0.028]
Ep 029/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:36,  1.50it/s, loss=0.705, pair=0.011, adv=3.356, sprd=0.024]
Ep 029/60 [S2:+mat]:  57%|█▋ | 189/333 [02:09<01:39,  1.45it/s, loss=0.705, pair=0.011, adv=3.356, sprd=0.024]
Ep 029/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:39,  1.45it/s, loss=0.694, pair=0.010, adv=3.722, sprd=0.019]
Ep 029/60 [S2:+mat]:  57%|█▋ | 190/333 [02:10<01:35,  1.51it/s, loss=0.694, pair=0.010, adv=3.722, sprd=0.019]
Ep 029/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:35,  1.51it/s, loss=0.722, pair=0.016, adv=3.663, sprd=0.027]
Ep 029/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:38,  1.44it/s, loss=0.722, pair=0.016, adv=3.663, sprd=0.027]
Ep 029/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:38,  1.44it/s, loss=0.717, pair=0.027, adv=3.542, sprd=0.030]
Ep 029/60 [S2:+mat]:  58%|█▋ | 192/333 [02:11<01:35,  1.48it/s, loss=0.717, pair=0.027, adv=3.542, sprd=0.030]
Ep 029/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:35,  1.48it/s, loss=0.688, pair=0.007, adv=3.465, sprd=0.020]
Ep 029/60 [S2:+mat]:  58%|█▋ | 193/333 [02:12<01:37,  1.44it/s, loss=0.688, pair=0.007, adv=3.465, sprd=0.020]
Ep 029/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:37,  1.44it/s, loss=0.694, pair=0.003, adv=3.729, sprd=0.022]
Ep 029/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:32,  1.50it/s, loss=0.694, pair=0.003, adv=3.729, sprd=0.022]
Ep 029/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:32,  1.50it/s, loss=0.745, pair=0.006, adv=3.440, sprd=0.031]
Ep 029/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:36,  1.43it/s, loss=0.745, pair=0.006, adv=3.440, sprd=0.031]
Ep 029/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:36,  1.43it/s, loss=0.687, pair=0.010, adv=3.646, sprd=0.023]
Ep 029/60 [S2:+mat]:  59%|█▊ | 196/333 [02:14<01:31,  1.50it/s, loss=0.687, pair=0.010, adv=3.646, sprd=0.023]
Ep 029/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:31,  1.50it/s, loss=0.735, pair=0.035, adv=3.937, sprd=0.028]
Ep 029/60 [S2:+mat]:  59%|█▊ | 197/333 [02:15<01:39,  1.37it/s, loss=0.735, pair=0.035, adv=3.937, sprd=0.028]
Ep 029/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:39,  1.37it/s, loss=0.710, pair=0.006, adv=3.562, sprd=0.025]
Ep 029/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:33,  1.44it/s, loss=0.710, pair=0.006, adv=3.562, sprd=0.025]
Ep 029/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:33,  1.44it/s, loss=0.737, pair=0.052, adv=3.568, sprd=0.029]
Ep 029/60 [S2:+mat]:  60%|█▊ | 199/333 [02:16<01:34,  1.42it/s, loss=0.737, pair=0.052, adv=3.568, sprd=0.029]
Ep 029/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:34,  1.42it/s, loss=0.699, pair=0.022, adv=3.828, sprd=0.023]
Ep 029/60 [S2:+mat]:  60%|█▊ | 200/333 [02:17<01:29,  1.49it/s, loss=0.699, pair=0.022, adv=3.828, sprd=0.023]
Ep 029/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:29,  1.49it/s, loss=0.731, pair=0.010, adv=3.633, sprd=0.025]
Ep 029/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:32,  1.43it/s, loss=0.731, pair=0.010, adv=3.633, sprd=0.025]
Ep 029/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:32,  1.43it/s, loss=0.716, pair=0.025, adv=3.691, sprd=0.024]
Ep 029/60 [S2:+mat]:  61%|█▊ | 202/333 [02:18<01:28,  1.48it/s, loss=0.716, pair=0.025, adv=3.691, sprd=0.024]
Ep 029/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:28,  1.48it/s, loss=0.723, pair=0.007, adv=3.923, sprd=0.027]
Ep 029/60 [S2:+mat]:  61%|█▊ | 203/333 [02:19<01:31,  1.42it/s, loss=0.723, pair=0.007, adv=3.923, sprd=0.027]
Ep 029/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:31,  1.42it/s, loss=0.722, pair=0.053, adv=3.841, sprd=0.025]
Ep 029/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:27,  1.48it/s, loss=0.722, pair=0.053, adv=3.841, sprd=0.025]
Ep 029/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:27,  1.48it/s, loss=0.699, pair=0.020, adv=3.496, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:30,  1.42it/s, loss=0.699, pair=0.020, adv=3.496, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:30,  1.42it/s, loss=0.693, pair=0.013, adv=3.967, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 206/333 [02:21<01:25,  1.49it/s, loss=0.693, pair=0.013, adv=3.967, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:25,  1.49it/s, loss=0.779, pair=0.054, adv=3.388, sprd=0.020]
Ep 029/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:27,  1.44it/s, loss=0.779, pair=0.054, adv=3.388, sprd=0.020]
Ep 029/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:27,  1.44it/s, loss=0.700, pair=0.043, adv=3.711, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:23,  1.50it/s, loss=0.700, pair=0.043, adv=3.711, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:23,  1.50it/s, loss=0.713, pair=0.074, adv=3.705, sprd=0.023]
Ep 029/60 [S2:+mat]:  63%|█▉ | 209/333 [02:23<01:27,  1.42it/s, loss=0.713, pair=0.074, adv=3.705, sprd=0.023]
Ep 029/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:27,  1.42it/s, loss=0.691, pair=0.039, adv=3.417, sprd=0.022]
Ep 029/60 [S2:+mat]:  63%|█▉ | 210/333 [02:24<01:22,  1.49it/s, loss=0.691, pair=0.039, adv=3.417, sprd=0.022]
Ep 029/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:22,  1.49it/s, loss=0.843, pair=0.015, adv=3.959, sprd=0.026]
Ep 029/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:25,  1.42it/s, loss=0.843, pair=0.015, adv=3.959, sprd=0.026]
Ep 029/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:25,  1.42it/s, loss=0.683, pair=0.002, adv=3.570, sprd=0.021]
Ep 029/60 [S2:+mat]:  64%|█▉ | 212/333 [02:25<01:21,  1.49it/s, loss=0.683, pair=0.002, adv=3.570, sprd=0.021]
Ep 029/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:21,  1.49it/s, loss=0.815, pair=0.035, adv=3.826, sprd=0.027]
Ep 029/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:23,  1.44it/s, loss=0.815, pair=0.035, adv=3.826, sprd=0.027]
Ep 029/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:23,  1.44it/s, loss=0.730, pair=0.017, adv=3.697, sprd=0.023]
Ep 029/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:20,  1.49it/s, loss=0.730, pair=0.017, adv=3.697, sprd=0.023]
Ep 029/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:20,  1.49it/s, loss=0.728, pair=0.015, adv=3.590, sprd=0.028]
Ep 029/60 [S2:+mat]:  65%|█▉ | 215/333 [02:27<01:23,  1.42it/s, loss=0.728, pair=0.015, adv=3.590, sprd=0.028]
Ep 029/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:23,  1.42it/s, loss=0.713, pair=0.022, adv=3.552, sprd=0.026]
Ep 029/60 [S2:+mat]:  65%|█▉ | 216/333 [02:28<01:18,  1.49it/s, loss=0.713, pair=0.022, adv=3.552, sprd=0.026]
Ep 029/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.49it/s, loss=0.724, pair=0.021, adv=3.744, sprd=0.027]
Ep 029/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:21,  1.42it/s, loss=0.724, pair=0.021, adv=3.744, sprd=0.027]
Ep 029/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:21,  1.42it/s, loss=0.688, pair=0.015, adv=3.384, sprd=0.022]
Ep 029/60 [S2:+mat]:  65%|█▉ | 218/333 [02:29<01:17,  1.49it/s, loss=0.688, pair=0.015, adv=3.384, sprd=0.022]
Ep 029/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:17,  1.49it/s, loss=0.693, pair=0.022, adv=3.305, sprd=0.015]
Ep 029/60 [S2:+mat]:  66%|█▉ | 219/333 [02:30<01:19,  1.43it/s, loss=0.693, pair=0.022, adv=3.305, sprd=0.015]
Ep 029/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:19,  1.43it/s, loss=0.707, pair=0.015, adv=3.537, sprd=0.025]
Ep 029/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:16,  1.48it/s, loss=0.707, pair=0.015, adv=3.537, sprd=0.025]
Ep 029/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:16,  1.48it/s, loss=0.696, pair=0.013, adv=3.255, sprd=0.022]
Ep 029/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:18,  1.43it/s, loss=0.696, pair=0.013, adv=3.255, sprd=0.022]
Ep 029/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:18,  1.43it/s, loss=0.698, pair=0.041, adv=3.586, sprd=0.022]
Ep 029/60 [S2:+mat]:  67%|██ | 222/333 [02:32<01:13,  1.51it/s, loss=0.698, pair=0.041, adv=3.586, sprd=0.022]
Ep 029/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:13,  1.51it/s, loss=0.694, pair=0.019, adv=3.928, sprd=0.022]
Ep 029/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:14,  1.47it/s, loss=0.694, pair=0.019, adv=3.928, sprd=0.022]
Ep 029/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:14,  1.47it/s, loss=0.651, pair=0.009, adv=3.111, sprd=0.019]
Ep 029/60 [S2:+mat]:  67%|██ | 224/333 [02:33<01:10,  1.55it/s, loss=0.651, pair=0.009, adv=3.111, sprd=0.019]
Ep 029/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:10,  1.55it/s, loss=0.709, pair=0.048, adv=4.061, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 225/333 [02:34<01:14,  1.44it/s, loss=0.709, pair=0.048, adv=4.061, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:14,  1.44it/s, loss=0.692, pair=0.021, adv=3.842, sprd=0.024]
Ep 029/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:10,  1.51it/s, loss=0.692, pair=0.021, adv=3.842, sprd=0.024]
Ep 029/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:10,  1.51it/s, loss=0.717, pair=0.017, adv=3.414, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:13,  1.44it/s, loss=0.717, pair=0.017, adv=3.414, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:13,  1.44it/s, loss=0.698, pair=0.022, adv=3.485, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 228/333 [02:36<01:10,  1.49it/s, loss=0.698, pair=0.022, adv=3.485, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.49it/s, loss=0.723, pair=0.086, adv=3.325, sprd=0.023]
Ep 029/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:11,  1.46it/s, loss=0.723, pair=0.086, adv=3.325, sprd=0.023]
Ep 029/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:11,  1.46it/s, loss=0.731, pair=0.172, adv=3.339, sprd=0.021]
Ep 029/60 [S2:+mat]:  69%|██ | 230/333 [02:37<01:07,  1.52it/s, loss=0.731, pair=0.172, adv=3.339, sprd=0.021]
Ep 029/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:07,  1.52it/s, loss=0.710, pair=0.008, adv=3.960, sprd=0.026]
Ep 029/60 [S2:+mat]:  69%|██ | 231/333 [02:38<01:10,  1.44it/s, loss=0.710, pair=0.008, adv=3.960, sprd=0.026]
Ep 029/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:10,  1.44it/s, loss=0.685, pair=0.014, adv=3.690, sprd=0.022]
Ep 029/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:07,  1.50it/s, loss=0.685, pair=0.014, adv=3.690, sprd=0.022]
Ep 029/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:07,  1.50it/s, loss=0.709, pair=0.001, adv=3.371, sprd=0.026]
Ep 029/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:09,  1.45it/s, loss=0.709, pair=0.001, adv=3.371, sprd=0.026]
Ep 029/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:09,  1.45it/s, loss=0.700, pair=0.006, adv=3.598, sprd=0.025]
Ep 029/60 [S2:+mat]:  70%|██ | 234/333 [02:40<01:06,  1.50it/s, loss=0.700, pair=0.006, adv=3.598, sprd=0.025]
Ep 029/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:06,  1.50it/s, loss=0.726, pair=0.071, adv=3.608, sprd=0.023]
Ep 029/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:08,  1.44it/s, loss=0.726, pair=0.071, adv=3.608, sprd=0.023]
Ep 029/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.44it/s, loss=0.700, pair=0.018, adv=3.719, sprd=0.025]
Ep 029/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:04,  1.50it/s, loss=0.700, pair=0.018, adv=3.719, sprd=0.025]
Ep 029/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:04,  1.50it/s, loss=0.711, pair=0.008, adv=3.725, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██▏| 237/333 [02:42<01:09,  1.38it/s, loss=0.711, pair=0.008, adv=3.725, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:09,  1.38it/s, loss=0.693, pair=0.057, adv=3.632, sprd=0.020]
Ep 029/60 [S2:+mat]:  71%|██▏| 238/333 [02:43<01:04,  1.48it/s, loss=0.693, pair=0.057, adv=3.632, sprd=0.020]
Ep 029/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:04,  1.48it/s, loss=0.699, pair=0.025, adv=3.971, sprd=0.022]
Ep 029/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:05,  1.43it/s, loss=0.699, pair=0.025, adv=3.971, sprd=0.022]
Ep 029/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:05,  1.43it/s, loss=0.695, pair=0.014, adv=3.630, sprd=0.025]
Ep 029/60 [S2:+mat]:  72%|██▏| 240/333 [02:44<01:02,  1.49it/s, loss=0.695, pair=0.014, adv=3.630, sprd=0.025]
Ep 029/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:02,  1.49it/s, loss=0.673, pair=0.011, adv=3.664, sprd=0.019]
Ep 029/60 [S2:+mat]:  72%|██▏| 241/333 [02:45<01:05,  1.41it/s, loss=0.673, pair=0.011, adv=3.664, sprd=0.019]
Ep 029/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:05,  1.41it/s, loss=0.714, pair=0.021, adv=4.048, sprd=0.024]
Ep 029/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.50it/s, loss=0.714, pair=0.021, adv=4.048, sprd=0.024]
Ep 029/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.50it/s, loss=0.707, pair=0.042, adv=3.738, sprd=0.025]
Ep 029/60 [S2:+mat]:  73%|██▏| 243/333 [02:46<01:02,  1.43it/s, loss=0.707, pair=0.042, adv=3.738, sprd=0.025]
Ep 029/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:02,  1.43it/s, loss=0.728, pair=0.034, adv=3.774, sprd=0.029]
Ep 029/60 [S2:+mat]:  73%|██▏| 244/333 [02:47<01:00,  1.48it/s, loss=0.728, pair=0.034, adv=3.774, sprd=0.029]
Ep 029/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.48it/s, loss=0.698, pair=0.010, adv=3.485, sprd=0.024]
Ep 029/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:00,  1.44it/s, loss=0.698, pair=0.010, adv=3.485, sprd=0.024]
Ep 029/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:00,  1.44it/s, loss=0.712, pair=0.047, adv=3.808, sprd=0.026]
Ep 029/60 [S2:+mat]:  74%|██▏| 246/333 [02:48<00:57,  1.50it/s, loss=0.712, pair=0.047, adv=3.808, sprd=0.026]
Ep 029/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:57,  1.50it/s, loss=0.712, pair=0.022, adv=3.825, sprd=0.024]
Ep 029/60 [S2:+mat]:  74%|██▏| 247/333 [02:49<00:59,  1.44it/s, loss=0.712, pair=0.022, adv=3.825, sprd=0.024]
Ep 029/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<00:59,  1.44it/s, loss=0.687, pair=0.016, adv=3.782, sprd=0.025]
Ep 029/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:56,  1.50it/s, loss=0.687, pair=0.016, adv=3.782, sprd=0.025]
Ep 029/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:56,  1.50it/s, loss=0.704, pair=0.010, adv=4.132, sprd=0.024]
Ep 029/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<00:58,  1.44it/s, loss=0.704, pair=0.010, adv=4.132, sprd=0.024]
Ep 029/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<00:58,  1.44it/s, loss=0.694, pair=0.044, adv=3.312, sprd=0.022]
Ep 029/60 [S2:+mat]:  75%|██▎| 250/333 [02:51<00:54,  1.52it/s, loss=0.694, pair=0.044, adv=3.312, sprd=0.022]
Ep 029/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:54,  1.52it/s, loss=0.722, pair=0.047, adv=3.519, sprd=0.023]
Ep 029/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:55,  1.48it/s, loss=0.722, pair=0.047, adv=3.519, sprd=0.023]
Ep 029/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:55,  1.48it/s, loss=0.690, pair=0.027, adv=3.648, sprd=0.019]
Ep 029/60 [S2:+mat]:  76%|██▎| 252/333 [02:52<00:53,  1.53it/s, loss=0.690, pair=0.027, adv=3.648, sprd=0.019]
Ep 029/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:53,  1.53it/s, loss=0.725, pair=0.020, adv=3.595, sprd=0.027]
Ep 029/60 [S2:+mat]:  76%|██▎| 253/333 [02:53<00:57,  1.39it/s, loss=0.725, pair=0.020, adv=3.595, sprd=0.027]
Ep 029/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:57,  1.39it/s, loss=0.670, pair=0.027, adv=3.565, sprd=0.019]
Ep 029/60 [S2:+mat]:  76%|██▎| 254/333 [02:54<00:53,  1.49it/s, loss=0.670, pair=0.027, adv=3.565, sprd=0.019]
Ep 029/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:53,  1.49it/s, loss=0.693, pair=0.044, adv=3.860, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:55,  1.41it/s, loss=0.693, pair=0.044, adv=3.860, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:55,  1.41it/s, loss=0.674, pair=0.011, adv=3.577, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 256/333 [02:55<00:51,  1.50it/s, loss=0.674, pair=0.011, adv=3.577, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.50it/s, loss=0.715, pair=0.015, adv=3.584, sprd=0.025]
Ep 029/60 [S2:+mat]:  77%|██▎| 257/333 [02:56<00:53,  1.43it/s, loss=0.715, pair=0.015, adv=3.584, sprd=0.025]
Ep 029/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:53,  1.43it/s, loss=0.693, pair=0.024, adv=3.540, sprd=0.023]
Ep 029/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:50,  1.48it/s, loss=0.693, pair=0.024, adv=3.540, sprd=0.023]
Ep 029/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:50,  1.48it/s, loss=0.713, pair=0.031, adv=3.481, sprd=0.023]
Ep 029/60 [S2:+mat]:  78%|██▎| 259/333 [02:57<00:52,  1.42it/s, loss=0.713, pair=0.031, adv=3.481, sprd=0.023]
Ep 029/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:52,  1.42it/s, loss=0.682, pair=0.014, adv=3.894, sprd=0.021]
Ep 029/60 [S2:+mat]:  78%|██▎| 260/333 [02:58<00:49,  1.48it/s, loss=0.682, pair=0.014, adv=3.894, sprd=0.021]
Ep 029/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:49,  1.48it/s, loss=0.714, pair=0.013, adv=3.892, sprd=0.026]
Ep 029/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:51,  1.39it/s, loss=0.714, pair=0.013, adv=3.892, sprd=0.026]
Ep 029/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:51,  1.39it/s, loss=0.686, pair=0.005, adv=3.530, sprd=0.022]
Ep 029/60 [S2:+mat]:  79%|██▎| 262/333 [02:59<00:48,  1.47it/s, loss=0.686, pair=0.005, adv=3.530, sprd=0.022]
Ep 029/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:48,  1.47it/s, loss=0.699, pair=0.010, adv=3.543, sprd=0.021]
Ep 029/60 [S2:+mat]:  79%|██▎| 263/333 [03:00<00:50,  1.37it/s, loss=0.699, pair=0.010, adv=3.543, sprd=0.021]
Ep 029/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:50,  1.37it/s, loss=0.713, pair=0.039, adv=3.767, sprd=0.024]
Ep 029/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:47,  1.46it/s, loss=0.713, pair=0.039, adv=3.767, sprd=0.024]
Ep 029/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:47,  1.46it/s, loss=0.726, pair=0.075, adv=3.849, sprd=0.024]
Ep 029/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:48,  1.40it/s, loss=0.726, pair=0.075, adv=3.849, sprd=0.024]
Ep 029/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:48,  1.40it/s, loss=0.690, pair=0.004, adv=3.739, sprd=0.025]
Ep 029/60 [S2:+mat]:  80%|██▍| 266/333 [03:02<00:45,  1.47it/s, loss=0.690, pair=0.004, adv=3.739, sprd=0.025]
Ep 029/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:45,  1.47it/s, loss=0.712, pair=0.040, adv=3.659, sprd=0.025]
Ep 029/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:47,  1.40it/s, loss=0.712, pair=0.040, adv=3.659, sprd=0.025]
Ep 029/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:47,  1.40it/s, loss=0.693, pair=0.010, adv=3.454, sprd=0.022]
Ep 029/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:43,  1.48it/s, loss=0.693, pair=0.010, adv=3.454, sprd=0.022]
Ep 029/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:43,  1.48it/s, loss=0.706, pair=0.079, adv=3.690, sprd=0.021]
Ep 029/60 [S2:+mat]:  81%|██▍| 269/333 [03:04<00:45,  1.41it/s, loss=0.706, pair=0.079, adv=3.690, sprd=0.021]
Ep 029/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:45,  1.41it/s, loss=0.685, pair=0.031, adv=3.435, sprd=0.020]
Ep 029/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:42,  1.49it/s, loss=0.685, pair=0.031, adv=3.435, sprd=0.020]
Ep 029/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.49it/s, loss=0.767, pair=0.081, adv=4.117, sprd=0.034]
Ep 029/60 [S2:+mat]:  81%|██▍| 271/333 [03:06<00:43,  1.42it/s, loss=0.767, pair=0.081, adv=4.117, sprd=0.034]
Ep 029/60 [S2:+mat]:  81%|██▍| 271/333 [03:06<00:43,  1.42it/s, loss=0.688, pair=0.008, adv=3.441, sprd=0.022]
Ep 029/60 [S2:+mat]:  82%|██▍| 272/333 [03:06<00:41,  1.49it/s, loss=0.688, pair=0.008, adv=3.441, sprd=0.022]
Ep 029/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:41,  1.49it/s, loss=0.696, pair=0.005, adv=3.682, sprd=0.021]
Ep 029/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:43,  1.39it/s, loss=0.696, pair=0.005, adv=3.682, sprd=0.021]
Ep 029/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:43,  1.39it/s, loss=0.694, pair=0.012, adv=3.611, sprd=0.024]
Ep 029/60 [S2:+mat]:  82%|██▍| 274/333 [03:08<00:40,  1.46it/s, loss=0.694, pair=0.012, adv=3.611, sprd=0.024]
Ep 029/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:40,  1.46it/s, loss=0.722, pair=0.021, adv=3.726, sprd=0.029]
Ep 029/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:40,  1.42it/s, loss=0.722, pair=0.021, adv=3.726, sprd=0.029]
Ep 029/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:40,  1.42it/s, loss=0.699, pair=0.042, adv=3.639, sprd=0.024]
Ep 029/60 [S2:+mat]:  83%|██▍| 276/333 [03:09<00:38,  1.47it/s, loss=0.699, pair=0.042, adv=3.639, sprd=0.024]
Ep 029/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.47it/s, loss=0.715, pair=0.013, adv=3.708, sprd=0.030]
Ep 029/60 [S2:+mat]:  83%|██▍| 277/333 [03:10<00:39,  1.41it/s, loss=0.715, pair=0.013, adv=3.708, sprd=0.030]
Ep 029/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:39,  1.41it/s, loss=0.675, pair=0.017, adv=3.788, sprd=0.022]
Ep 029/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:36,  1.50it/s, loss=0.675, pair=0.017, adv=3.788, sprd=0.022]
Ep 029/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:36,  1.50it/s, loss=0.718, pair=0.006, adv=4.240, sprd=0.025]
Ep 029/60 [S2:+mat]:  84%|██▌| 279/333 [03:11<00:37,  1.42it/s, loss=0.718, pair=0.006, adv=4.240, sprd=0.025]
Ep 029/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.42it/s, loss=0.691, pair=0.007, adv=4.001, sprd=0.026]
Ep 029/60 [S2:+mat]:  84%|██▌| 280/333 [03:12<00:35,  1.49it/s, loss=0.691, pair=0.007, adv=4.001, sprd=0.026]
Ep 029/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:35,  1.49it/s, loss=0.769, pair=0.000, adv=3.276, sprd=0.025]
Ep 029/60 [S2:+mat]:  84%|██▌| 281/333 [03:13<00:36,  1.42it/s, loss=0.769, pair=0.000, adv=3.276, sprd=0.025]
Ep 029/60 [S2:+mat]:  84%|██▌| 281/333 [03:13<00:36,  1.42it/s, loss=0.705, pair=0.014, adv=3.647, sprd=0.027]
Ep 029/60 [S2:+mat]:  85%|██▌| 282/333 [03:13<00:34,  1.48it/s, loss=0.705, pair=0.014, adv=3.647, sprd=0.027]
Ep 029/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.48it/s, loss=0.717, pair=0.020, adv=3.862, sprd=0.027]
Ep 029/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:36,  1.37it/s, loss=0.717, pair=0.020, adv=3.862, sprd=0.027]
Ep 029/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:36,  1.37it/s, loss=0.689, pair=0.006, adv=3.880, sprd=0.023]
Ep 029/60 [S2:+mat]:  85%|██▌| 284/333 [03:15<00:33,  1.45it/s, loss=0.689, pair=0.006, adv=3.880, sprd=0.023]
Ep 029/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:33,  1.45it/s, loss=0.693, pair=0.010, adv=3.660, sprd=0.020]
Ep 029/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:34,  1.40it/s, loss=0.693, pair=0.010, adv=3.660, sprd=0.020]
Ep 029/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:34,  1.40it/s, loss=0.700, pair=0.021, adv=3.330, sprd=0.021]
Ep 029/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:32,  1.46it/s, loss=0.700, pair=0.021, adv=3.330, sprd=0.021]
Ep 029/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:32,  1.46it/s, loss=0.723, pair=0.021, adv=3.753, sprd=0.030]
Ep 029/60 [S2:+mat]:  86%|██▌| 287/333 [03:17<00:32,  1.43it/s, loss=0.723, pair=0.021, adv=3.753, sprd=0.030]
Ep 029/60 [S2:+mat]:  86%|██▌| 287/333 [03:17<00:32,  1.43it/s, loss=0.700, pair=0.020, adv=3.796, sprd=0.025]
Ep 029/60 [S2:+mat]:  86%|██▌| 288/333 [03:17<00:30,  1.50it/s, loss=0.700, pair=0.020, adv=3.796, sprd=0.025]
Ep 029/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:30,  1.50it/s, loss=0.694, pair=0.023, adv=3.713, sprd=0.023]
Ep 029/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:30,  1.43it/s, loss=0.694, pair=0.023, adv=3.713, sprd=0.023]
Ep 029/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:30,  1.43it/s, loss=0.706, pair=0.038, adv=4.089, sprd=0.027]
Ep 029/60 [S2:+mat]:  87%|██▌| 290/333 [03:19<00:28,  1.50it/s, loss=0.706, pair=0.038, adv=4.089, sprd=0.027]
Ep 029/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.50it/s, loss=0.709, pair=0.007, adv=3.864, sprd=0.030]
Ep 029/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:29,  1.41it/s, loss=0.709, pair=0.007, adv=3.864, sprd=0.030]
Ep 029/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:29,  1.41it/s, loss=0.696, pair=0.033, adv=3.690, sprd=0.022]
Ep 029/60 [S2:+mat]:  88%|██▋| 292/333 [03:20<00:27,  1.49it/s, loss=0.696, pair=0.033, adv=3.690, sprd=0.022]
Ep 029/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.49it/s, loss=0.684, pair=0.007, adv=3.929, sprd=0.021]
Ep 029/60 [S2:+mat]:  88%|██▋| 293/333 [03:21<00:28,  1.40it/s, loss=0.684, pair=0.007, adv=3.929, sprd=0.021]
Ep 029/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:28,  1.40it/s, loss=0.681, pair=0.017, adv=3.543, sprd=0.022]
Ep 029/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:26,  1.48it/s, loss=0.681, pair=0.017, adv=3.543, sprd=0.022]
Ep 029/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:26,  1.48it/s, loss=0.699, pair=0.018, adv=3.573, sprd=0.019]
Ep 029/60 [S2:+mat]:  89%|██▋| 295/333 [03:22<00:27,  1.37it/s, loss=0.699, pair=0.018, adv=3.573, sprd=0.019]
Ep 029/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:27,  1.37it/s, loss=0.688, pair=0.009, adv=3.554, sprd=0.020]
Ep 029/60 [S2:+mat]:  89%|██▋| 296/333 [03:23<00:25,  1.47it/s, loss=0.688, pair=0.009, adv=3.554, sprd=0.020]
Ep 029/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:25,  1.47it/s, loss=0.699, pair=0.020, adv=3.706, sprd=0.025]
Ep 029/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:25,  1.42it/s, loss=0.699, pair=0.020, adv=3.706, sprd=0.025]
Ep 029/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:25,  1.42it/s, loss=0.704, pair=0.026, adv=3.943, sprd=0.025]
Ep 029/60 [S2:+mat]:  89%|██▋| 298/333 [03:24<00:23,  1.47it/s, loss=0.704, pair=0.026, adv=3.943, sprd=0.025]
Ep 029/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.47it/s, loss=0.687, pair=0.010, adv=3.666, sprd=0.021]
Ep 029/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.44it/s, loss=0.687, pair=0.010, adv=3.666, sprd=0.021]
Ep 029/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:23,  1.44it/s, loss=0.700, pair=0.019, adv=3.622, sprd=0.024]
Ep 029/60 [S2:+mat]:  90%|██▋| 300/333 [03:26<00:21,  1.50it/s, loss=0.700, pair=0.019, adv=3.622, sprd=0.024]
Ep 029/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:21,  1.50it/s, loss=0.702, pair=0.020, adv=3.963, sprd=0.021]
Ep 029/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:22,  1.44it/s, loss=0.702, pair=0.020, adv=3.963, sprd=0.021]
Ep 029/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:22,  1.44it/s, loss=0.715, pair=0.068, adv=3.746, sprd=0.023]
Ep 029/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:20,  1.51it/s, loss=0.715, pair=0.068, adv=3.746, sprd=0.023]
Ep 029/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.51it/s, loss=0.707, pair=0.029, adv=3.998, sprd=0.027]
Ep 029/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:20,  1.44it/s, loss=0.707, pair=0.029, adv=3.998, sprd=0.027]
Ep 029/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:20,  1.44it/s, loss=0.687, pair=0.042, adv=3.828, sprd=0.020]
Ep 029/60 [S2:+mat]:  91%|██▋| 304/333 [03:28<00:19,  1.50it/s, loss=0.687, pair=0.042, adv=3.828, sprd=0.020]
Ep 029/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.50it/s, loss=0.696, pair=0.024, adv=3.518, sprd=0.021]
Ep 029/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:19,  1.47it/s, loss=0.696, pair=0.024, adv=3.518, sprd=0.021]
Ep 029/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.47it/s, loss=0.711, pair=0.030, adv=3.975, sprd=0.026]
Ep 029/60 [S2:+mat]:  92%|██▊| 306/333 [03:30<00:17,  1.51it/s, loss=0.711, pair=0.030, adv=3.975, sprd=0.026]
Ep 029/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:17,  1.51it/s, loss=0.710, pair=0.011, adv=3.820, sprd=0.024]
Ep 029/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:17,  1.45it/s, loss=0.710, pair=0.011, adv=3.820, sprd=0.024]
Ep 029/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:17,  1.45it/s, loss=0.704, pair=0.033, adv=3.495, sprd=0.023]
Ep 029/60 [S2:+mat]:  92%|██▊| 308/333 [03:31<00:16,  1.52it/s, loss=0.704, pair=0.033, adv=3.495, sprd=0.023]
Ep 029/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.52it/s, loss=0.688, pair=0.038, adv=3.767, sprd=0.019]
Ep 029/60 [S2:+mat]:  93%|██▊| 309/333 [03:32<00:16,  1.44it/s, loss=0.688, pair=0.038, adv=3.767, sprd=0.019]
Ep 029/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.723, pair=0.033, adv=3.775, sprd=0.030]
Ep 029/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.723, pair=0.033, adv=3.775, sprd=0.030]
Ep 029/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.713, pair=0.018, adv=3.779, sprd=0.023]
Ep 029/60 [S2:+mat]:  93%|██▊| 311/333 [03:33<00:15,  1.41it/s, loss=0.713, pair=0.018, adv=3.779, sprd=0.023]
Ep 029/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.41it/s, loss=0.696, pair=0.024, adv=3.667, sprd=0.025]
Ep 029/60 [S2:+mat]:  94%|██▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.696, pair=0.024, adv=3.667, sprd=0.025]
Ep 029/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.703, pair=0.032, adv=3.862, sprd=0.022]
Ep 029/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:13,  1.43it/s, loss=0.703, pair=0.032, adv=3.862, sprd=0.022]
Ep 029/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:13,  1.43it/s, loss=0.717, pair=0.031, adv=3.584, sprd=0.027]
Ep 029/60 [S2:+mat]:  94%|██▊| 314/333 [03:35<00:12,  1.49it/s, loss=0.717, pair=0.031, adv=3.584, sprd=0.027]
Ep 029/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.49it/s, loss=0.770, pair=0.022, adv=3.762, sprd=0.023]
Ep 029/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.43it/s, loss=0.770, pair=0.022, adv=3.762, sprd=0.023]
Ep 029/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.43it/s, loss=0.692, pair=0.014, adv=3.861, sprd=0.022]
Ep 029/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.50it/s, loss=0.692, pair=0.014, adv=3.861, sprd=0.022]
Ep 029/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.50it/s, loss=0.721, pair=0.027, adv=3.731, sprd=0.029]
Ep 029/60 [S2:+mat]:  95%|██▊| 317/333 [03:37<00:11,  1.43it/s, loss=0.721, pair=0.027, adv=3.731, sprd=0.029]
Ep 029/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.43it/s, loss=0.719, pair=0.031, adv=3.976, sprd=0.030]
Ep 029/60 [S2:+mat]:  95%|██▊| 318/333 [03:38<00:10,  1.47it/s, loss=0.719, pair=0.031, adv=3.976, sprd=0.030]
Ep 029/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.47it/s, loss=0.719, pair=0.056, adv=3.912, sprd=0.026]
Ep 029/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.42it/s, loss=0.719, pair=0.056, adv=3.912, sprd=0.026]
Ep 029/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.42it/s, loss=0.700, pair=0.046, adv=3.912, sprd=0.023]
Ep 029/60 [S2:+mat]:  96%|██▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.700, pair=0.046, adv=3.912, sprd=0.023]
Ep 029/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.767, pair=0.009, adv=3.820, sprd=0.020]
Ep 029/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.767, pair=0.009, adv=3.820, sprd=0.020]
Ep 029/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.691, pair=0.019, adv=3.884, sprd=0.021]
Ep 029/60 [S2:+mat]:  97%|██▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.691, pair=0.019, adv=3.884, sprd=0.021]
Ep 029/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.714, pair=0.028, adv=3.698, sprd=0.026]
Ep 029/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.714, pair=0.028, adv=3.698, sprd=0.026]
Ep 029/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.700, pair=0.050, adv=4.008, sprd=0.024]
Ep 029/60 [S2:+mat]:  97%|██▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.700, pair=0.050, adv=4.008, sprd=0.024]
Ep 029/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.698, pair=0.021, adv=3.781, sprd=0.021]
Ep 029/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.37it/s, loss=0.698, pair=0.021, adv=3.781, sprd=0.021]
Ep 029/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.37it/s, loss=0.711, pair=0.017, adv=4.234, sprd=0.027]
Ep 029/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.44it/s, loss=0.711, pair=0.017, adv=4.234, sprd=0.027]
Ep 029/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.44it/s, loss=0.759, pair=0.080, adv=3.735, sprd=0.029]
Ep 029/60 [S2:+mat]:  98%|██▉| 327/333 [03:44<00:04,  1.40it/s, loss=0.759, pair=0.080, adv=3.735, sprd=0.029]
Ep 029/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.40it/s, loss=0.706, pair=0.076, adv=3.596, sprd=0.024]
Ep 029/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.48it/s, loss=0.706, pair=0.076, adv=3.596, sprd=0.024]
Ep 029/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.707, pair=0.050, adv=3.816, sprd=0.020]
Ep 029/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.38it/s, loss=0.707, pair=0.050, adv=3.816, sprd=0.020]
Ep 029/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.38it/s, loss=0.677, pair=0.037, adv=3.620, sprd=0.019]
Ep 029/60 [S2:+mat]:  99%|██▉| 330/333 [03:46<00:02,  1.47it/s, loss=0.677, pair=0.037, adv=3.620, sprd=0.019]
Ep 029/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.778, pair=0.030, adv=3.536, sprd=0.022]
Ep 029/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.778, pair=0.030, adv=3.536, sprd=0.022]
Ep 029/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.695, pair=0.026, adv=3.535, sprd=0.023]
Ep 029/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.695, pair=0.026, adv=3.535, sprd=0.023]
Ep 029/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.712, pair=0.020, adv=4.006, sprd=0.025]
Ep 029/60 [S2:+mat]: 100%|███| 333/333 [03:49<00:00,  1.44it/s, loss=0.712, pair=0.020, adv=4.006, sprd=0.025]
                                                                                                              
Epoch 029/60 [S2:+mat]  loss=0.7069  mat=0.2367  sens=1.0327  pair=0.0242  adv=3.6866(rand=3.37)  deg=0.0147  orth=0.0047  spread=0.0238  q_mean=49.7  q_std=14.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.75e-05  229s

Ep 030/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 030/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.771, pair=0.028, adv=3.475, sprd=0.021]
Ep 030/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:01,  1.09s/it, loss=0.771, pair=0.028, adv=3.475, sprd=0.021]
Ep 030/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:01,  1.09s/it, loss=0.680, pair=0.039, adv=3.527, sprd=0.021]
Ep 030/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:20,  1.27it/s, loss=0.680, pair=0.039, adv=3.527, sprd=0.021]
Ep 030/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:20,  1.27it/s, loss=0.729, pair=0.035, adv=3.743, sprd=0.027]
Ep 030/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:21,  1.26it/s, loss=0.729, pair=0.035, adv=3.743, sprd=0.027]
Ep 030/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:21,  1.26it/s, loss=0.694, pair=0.034, adv=4.145, sprd=0.021]
Ep 030/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:54,  1.40it/s, loss=0.694, pair=0.034, adv=4.145, sprd=0.021]
Ep 030/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:54,  1.40it/s, loss=0.698, pair=0.031, adv=3.846, sprd=0.021]
Ep 030/60 [S2:+mat]:   2%|     | 5/333 [00:03<03:58,  1.37it/s, loss=0.698, pair=0.031, adv=3.846, sprd=0.021]
Ep 030/60 [S2:+mat]:   2%|     | 5/333 [00:04<03:58,  1.37it/s, loss=0.685, pair=0.017, adv=3.837, sprd=0.024]
Ep 030/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:40,  1.48it/s, loss=0.685, pair=0.017, adv=3.837, sprd=0.024]
Ep 030/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:40,  1.48it/s, loss=0.703, pair=0.018, adv=3.759, sprd=0.020]
Ep 030/60 [S2:+mat]:   2%|     | 7/333 [00:05<04:00,  1.36it/s, loss=0.703, pair=0.018, adv=3.759, sprd=0.020]
Ep 030/60 [S2:+mat]:   2%|     | 7/333 [00:05<04:00,  1.36it/s, loss=0.689, pair=0.009, adv=3.669, sprd=0.026]
Ep 030/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:45,  1.44it/s, loss=0.689, pair=0.009, adv=3.669, sprd=0.026]
Ep 030/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:45,  1.44it/s, loss=0.686, pair=0.022, adv=3.822, sprd=0.023]
Ep 030/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:47,  1.43it/s, loss=0.686, pair=0.022, adv=3.822, sprd=0.023]
Ep 030/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:47,  1.43it/s, loss=0.682, pair=0.013, adv=3.837, sprd=0.020]
Ep 030/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:36,  1.50it/s, loss=0.682, pair=0.013, adv=3.837, sprd=0.020]
Ep 030/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:36,  1.50it/s, loss=0.722, pair=0.012, adv=3.886, sprd=0.030]
Ep 030/60 [S2:+mat]:   3%|▏   | 11/333 [00:07<03:47,  1.42it/s, loss=0.722, pair=0.012, adv=3.886, sprd=0.030]
Ep 030/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:47,  1.42it/s, loss=0.708, pair=0.044, adv=3.688, sprd=0.028]
Ep 030/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:36,  1.48it/s, loss=0.708, pair=0.044, adv=3.688, sprd=0.028]
Ep 030/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:36,  1.48it/s, loss=0.710, pair=0.022, adv=3.662, sprd=0.022]
Ep 030/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:41,  1.44it/s, loss=0.710, pair=0.022, adv=3.662, sprd=0.022]
Ep 030/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:41,  1.44it/s, loss=0.701, pair=0.018, adv=3.784, sprd=0.024]
Ep 030/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:30,  1.52it/s, loss=0.701, pair=0.018, adv=3.784, sprd=0.024]
Ep 030/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:30,  1.52it/s, loss=0.682, pair=0.004, adv=3.774, sprd=0.023]
Ep 030/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:37,  1.46it/s, loss=0.682, pair=0.004, adv=3.774, sprd=0.023]
Ep 030/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:37,  1.46it/s, loss=0.661, pair=0.022, adv=3.334, sprd=0.017]
Ep 030/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:25,  1.55it/s, loss=0.661, pair=0.022, adv=3.334, sprd=0.017]
Ep 030/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:25,  1.55it/s, loss=0.678, pair=0.001, adv=3.535, sprd=0.019]
Ep 030/60 [S2:+mat]:   5%|▏   | 17/333 [00:11<03:33,  1.48it/s, loss=0.678, pair=0.001, adv=3.535, sprd=0.019]
Ep 030/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:33,  1.48it/s, loss=0.693, pair=0.009, adv=3.847, sprd=0.025]
Ep 030/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:25,  1.53it/s, loss=0.693, pair=0.009, adv=3.847, sprd=0.025]
Ep 030/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:25,  1.53it/s, loss=0.700, pair=0.003, adv=3.927, sprd=0.024]
Ep 030/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:36,  1.45it/s, loss=0.700, pair=0.003, adv=3.927, sprd=0.024]
Ep 030/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:36,  1.45it/s, loss=0.707, pair=0.056, adv=3.827, sprd=0.023]
Ep 030/60 [S2:+mat]:   6%|▏   | 20/333 [00:13<03:27,  1.51it/s, loss=0.707, pair=0.056, adv=3.827, sprd=0.023]
Ep 030/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:27,  1.51it/s, loss=0.696, pair=0.014, adv=3.764, sprd=0.023]
Ep 030/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:45,  1.38it/s, loss=0.696, pair=0.014, adv=3.764, sprd=0.023]
Ep 030/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:45,  1.38it/s, loss=0.660, pair=0.013, adv=3.387, sprd=0.015]
Ep 030/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:30,  1.48it/s, loss=0.660, pair=0.013, adv=3.387, sprd=0.015]
Ep 030/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:30,  1.48it/s, loss=0.688, pair=0.007, adv=3.750, sprd=0.020]
Ep 030/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:36,  1.43it/s, loss=0.688, pair=0.007, adv=3.750, sprd=0.020]
Ep 030/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:36,  1.43it/s, loss=0.712, pair=0.028, adv=3.810, sprd=0.026]
Ep 030/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:27,  1.49it/s, loss=0.712, pair=0.028, adv=3.810, sprd=0.026]
Ep 030/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:27,  1.49it/s, loss=0.717, pair=0.003, adv=3.882, sprd=0.028]
Ep 030/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:35,  1.43it/s, loss=0.717, pair=0.003, adv=3.882, sprd=0.028]
Ep 030/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:35,  1.43it/s, loss=0.689, pair=0.020, adv=3.759, sprd=0.022]
Ep 030/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:26,  1.49it/s, loss=0.689, pair=0.020, adv=3.759, sprd=0.022]
Ep 030/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:26,  1.49it/s, loss=0.704, pair=0.005, adv=3.513, sprd=0.024]
Ep 030/60 [S2:+mat]:   8%|▎   | 27/333 [00:18<03:31,  1.44it/s, loss=0.704, pair=0.005, adv=3.513, sprd=0.024]
Ep 030/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:31,  1.44it/s, loss=0.678, pair=0.002, adv=3.452, sprd=0.019]
Ep 030/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:22,  1.51it/s, loss=0.678, pair=0.002, adv=3.452, sprd=0.019]
Ep 030/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:22,  1.51it/s, loss=0.702, pair=0.005, adv=3.717, sprd=0.022]
Ep 030/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:30,  1.44it/s, loss=0.702, pair=0.005, adv=3.717, sprd=0.022]
Ep 030/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:30,  1.44it/s, loss=0.714, pair=0.031, adv=3.721, sprd=0.027]
Ep 030/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:23,  1.49it/s, loss=0.714, pair=0.031, adv=3.721, sprd=0.027]
Ep 030/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:23,  1.49it/s, loss=0.723, pair=0.009, adv=3.869, sprd=0.031]
Ep 030/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:30,  1.43it/s, loss=0.723, pair=0.009, adv=3.869, sprd=0.031]
Ep 030/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:30,  1.43it/s, loss=0.697, pair=0.027, adv=3.818, sprd=0.026]
Ep 030/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:20,  1.50it/s, loss=0.697, pair=0.027, adv=3.818, sprd=0.026]
Ep 030/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:20,  1.50it/s, loss=0.710, pair=0.006, adv=3.784, sprd=0.027]
Ep 030/60 [S2:+mat]:  10%|▍   | 33/333 [00:22<03:32,  1.41it/s, loss=0.710, pair=0.006, adv=3.784, sprd=0.027]
Ep 030/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:32,  1.41it/s, loss=0.695, pair=0.067, adv=3.449, sprd=0.018]
Ep 030/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:17,  1.51it/s, loss=0.695, pair=0.067, adv=3.449, sprd=0.018]
Ep 030/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:17,  1.51it/s, loss=0.703, pair=0.004, adv=3.293, sprd=0.024]
Ep 030/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:27,  1.44it/s, loss=0.703, pair=0.004, adv=3.293, sprd=0.024]
Ep 030/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:27,  1.44it/s, loss=0.686, pair=0.003, adv=3.361, sprd=0.022]
Ep 030/60 [S2:+mat]:  11%|▍   | 36/333 [00:24<03:18,  1.50it/s, loss=0.686, pair=0.003, adv=3.361, sprd=0.022]
Ep 030/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:18,  1.50it/s, loss=0.768, pair=0.016, adv=3.556, sprd=0.022]
Ep 030/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:25,  1.44it/s, loss=0.768, pair=0.016, adv=3.556, sprd=0.022]
Ep 030/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:25,  1.44it/s, loss=0.682, pair=0.019, adv=3.645, sprd=0.020]
Ep 030/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:14,  1.52it/s, loss=0.682, pair=0.019, adv=3.645, sprd=0.020]
Ep 030/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:14,  1.52it/s, loss=0.696, pair=0.027, adv=3.620, sprd=0.020]
Ep 030/60 [S2:+mat]:  12%|▍   | 39/333 [00:26<03:21,  1.46it/s, loss=0.696, pair=0.027, adv=3.620, sprd=0.020]
Ep 030/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:21,  1.46it/s, loss=0.670, pair=0.018, adv=3.293, sprd=0.016]
Ep 030/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:11,  1.53it/s, loss=0.670, pair=0.018, adv=3.293, sprd=0.016]
Ep 030/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:11,  1.53it/s, loss=0.686, pair=0.014, adv=3.649, sprd=0.018]
Ep 030/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:18,  1.47it/s, loss=0.686, pair=0.014, adv=3.649, sprd=0.018]
Ep 030/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:18,  1.47it/s, loss=0.697, pair=0.003, adv=3.752, sprd=0.023]
Ep 030/60 [S2:+mat]:  13%|▌   | 42/333 [00:28<03:12,  1.51it/s, loss=0.697, pair=0.003, adv=3.752, sprd=0.023]
Ep 030/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:12,  1.51it/s, loss=0.719, pair=0.002, adv=4.108, sprd=0.031]
Ep 030/60 [S2:+mat]:  13%|▌   | 43/333 [00:29<03:21,  1.44it/s, loss=0.719, pair=0.002, adv=4.108, sprd=0.031]
Ep 030/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:21,  1.44it/s, loss=0.687, pair=0.022, adv=3.644, sprd=0.023]
Ep 030/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:12,  1.50it/s, loss=0.687, pair=0.022, adv=3.644, sprd=0.023]
Ep 030/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:12,  1.50it/s, loss=0.700, pair=0.010, adv=3.939, sprd=0.024]
Ep 030/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:21,  1.43it/s, loss=0.700, pair=0.010, adv=3.939, sprd=0.024]
Ep 030/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:21,  1.43it/s, loss=0.701, pair=0.018, adv=4.036, sprd=0.029]
Ep 030/60 [S2:+mat]:  14%|▌   | 46/333 [00:31<03:14,  1.48it/s, loss=0.701, pair=0.018, adv=4.036, sprd=0.029]
Ep 030/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:14,  1.48it/s, loss=0.703, pair=0.001, adv=3.378, sprd=0.023]
Ep 030/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:20,  1.42it/s, loss=0.703, pair=0.001, adv=3.378, sprd=0.023]
Ep 030/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:20,  1.42it/s, loss=0.683, pair=0.002, adv=3.595, sprd=0.022]
Ep 030/60 [S2:+mat]:  14%|▌   | 48/333 [00:32<03:09,  1.50it/s, loss=0.683, pair=0.002, adv=3.595, sprd=0.022]
Ep 030/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:09,  1.50it/s, loss=0.714, pair=0.010, adv=3.769, sprd=0.028]
Ep 030/60 [S2:+mat]:  15%|▌   | 49/333 [00:33<03:17,  1.44it/s, loss=0.714, pair=0.010, adv=3.769, sprd=0.028]
Ep 030/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:17,  1.44it/s, loss=0.698, pair=0.037, adv=3.621, sprd=0.024]
Ep 030/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:08,  1.50it/s, loss=0.698, pair=0.037, adv=3.621, sprd=0.024]
Ep 030/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:08,  1.50it/s, loss=0.704, pair=0.009, adv=3.677, sprd=0.022]
Ep 030/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:16,  1.44it/s, loss=0.704, pair=0.009, adv=3.677, sprd=0.022]
Ep 030/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:16,  1.44it/s, loss=0.680, pair=0.040, adv=3.722, sprd=0.018]
Ep 030/60 [S2:+mat]:  16%|▌   | 52/333 [00:35<03:06,  1.51it/s, loss=0.680, pair=0.040, adv=3.722, sprd=0.018]
Ep 030/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:06,  1.51it/s, loss=0.704, pair=0.030, adv=3.800, sprd=0.022]
Ep 030/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:14,  1.44it/s, loss=0.704, pair=0.030, adv=3.800, sprd=0.022]
Ep 030/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:14,  1.44it/s, loss=0.683, pair=0.001, adv=4.051, sprd=0.024]
Ep 030/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:06,  1.49it/s, loss=0.683, pair=0.001, adv=4.051, sprd=0.024]
Ep 030/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:06,  1.49it/s, loss=0.708, pair=0.013, adv=3.692, sprd=0.026]
Ep 030/60 [S2:+mat]:  17%|▋   | 55/333 [00:37<03:12,  1.44it/s, loss=0.708, pair=0.013, adv=3.692, sprd=0.026]
Ep 030/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:12,  1.44it/s, loss=0.734, pair=0.031, adv=3.759, sprd=0.031]
Ep 030/60 [S2:+mat]:  17%|▋   | 56/333 [00:38<03:06,  1.48it/s, loss=0.734, pair=0.031, adv=3.759, sprd=0.031]
Ep 030/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:06,  1.48it/s, loss=0.689, pair=0.011, adv=3.407, sprd=0.017]
Ep 030/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:12,  1.43it/s, loss=0.689, pair=0.011, adv=3.407, sprd=0.017]
Ep 030/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:12,  1.43it/s, loss=0.694, pair=0.003, adv=3.547, sprd=0.022]
Ep 030/60 [S2:+mat]:  17%|▋   | 58/333 [00:39<03:04,  1.49it/s, loss=0.694, pair=0.003, adv=3.547, sprd=0.022]
Ep 030/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:04,  1.49it/s, loss=0.692, pair=0.010, adv=3.899, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 59/333 [00:40<03:10,  1.44it/s, loss=0.692, pair=0.010, adv=3.899, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:10,  1.44it/s, loss=0.679, pair=0.013, adv=3.667, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:02,  1.50it/s, loss=0.679, pair=0.013, adv=3.667, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:02,  1.50it/s, loss=0.715, pair=0.001, adv=3.591, sprd=0.025]
Ep 030/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:17,  1.38it/s, loss=0.715, pair=0.001, adv=3.591, sprd=0.025]
Ep 030/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:17,  1.38it/s, loss=0.695, pair=0.019, adv=3.620, sprd=0.022]
Ep 030/60 [S2:+mat]:  19%|▋   | 62/333 [00:42<03:04,  1.47it/s, loss=0.695, pair=0.019, adv=3.620, sprd=0.022]
Ep 030/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:04,  1.47it/s, loss=0.676, pair=0.015, adv=3.605, sprd=0.021]
Ep 030/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:14,  1.39it/s, loss=0.676, pair=0.015, adv=3.605, sprd=0.021]
Ep 030/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:14,  1.39it/s, loss=0.704, pair=0.025, adv=3.602, sprd=0.027]
Ep 030/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:02,  1.47it/s, loss=0.704, pair=0.025, adv=3.602, sprd=0.027]
Ep 030/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:02,  1.47it/s, loss=1.626, pair=3.090, adv=3.682, sprd=0.027]
Ep 030/60 [S2:+mat]:  20%|▊   | 65/333 [00:44<03:14,  1.38it/s, loss=1.626, pair=3.090, adv=3.682, sprd=0.027]
Ep 030/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:14,  1.38it/s, loss=0.700, pair=0.035, adv=3.797, sprd=0.024]
Ep 030/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<03:02,  1.46it/s, loss=0.700, pair=0.035, adv=3.797, sprd=0.024]
Ep 030/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:02,  1.46it/s, loss=0.693, pair=0.014, adv=3.713, sprd=0.022]
Ep 030/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:10,  1.39it/s, loss=0.693, pair=0.014, adv=3.713, sprd=0.022]
Ep 030/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:10,  1.39it/s, loss=0.716, pair=0.014, adv=3.842, sprd=0.030]
Ep 030/60 [S2:+mat]:  20%|▊   | 68/333 [00:46<03:02,  1.45it/s, loss=0.716, pair=0.014, adv=3.842, sprd=0.030]
Ep 030/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:02,  1.45it/s, loss=0.700, pair=0.009, adv=4.063, sprd=0.023]
Ep 030/60 [S2:+mat]:  21%|▊   | 69/333 [00:47<03:10,  1.38it/s, loss=0.700, pair=0.009, adv=4.063, sprd=0.023]
Ep 030/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:10,  1.38it/s, loss=0.681, pair=0.037, adv=3.832, sprd=0.021]
Ep 030/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:59,  1.46it/s, loss=0.681, pair=0.037, adv=3.832, sprd=0.021]
Ep 030/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:59,  1.46it/s, loss=0.669, pair=0.016, adv=3.261, sprd=0.019]
Ep 030/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:05,  1.41it/s, loss=0.669, pair=0.016, adv=3.261, sprd=0.019]
Ep 030/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:05,  1.41it/s, loss=0.658, pair=0.007, adv=3.294, sprd=0.017]
Ep 030/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:52,  1.51it/s, loss=0.658, pair=0.007, adv=3.294, sprd=0.017]
Ep 030/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:52,  1.51it/s, loss=0.701, pair=0.050, adv=3.810, sprd=0.021]
Ep 030/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.701, pair=0.050, adv=3.810, sprd=0.021]
Ep 030/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.705, pair=0.035, adv=4.013, sprd=0.026]
Ep 030/60 [S2:+mat]:  22%|▉   | 74/333 [00:50<02:52,  1.50it/s, loss=0.705, pair=0.035, adv=4.013, sprd=0.026]
Ep 030/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:52,  1.50it/s, loss=0.694, pair=0.060, adv=3.210, sprd=0.022]
Ep 030/60 [S2:+mat]:  23%|▉   | 75/333 [00:51<02:58,  1.45it/s, loss=0.694, pair=0.060, adv=3.210, sprd=0.022]
Ep 030/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:58,  1.45it/s, loss=0.697, pair=0.065, adv=3.612, sprd=0.020]
Ep 030/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:50,  1.51it/s, loss=0.697, pair=0.065, adv=3.612, sprd=0.020]
Ep 030/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:50,  1.51it/s, loss=0.716, pair=0.023, adv=3.847, sprd=0.027]
Ep 030/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:58,  1.44it/s, loss=0.716, pair=0.023, adv=3.847, sprd=0.027]
Ep 030/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:58,  1.44it/s, loss=0.688, pair=0.007, adv=3.849, sprd=0.024]
Ep 030/60 [S2:+mat]:  23%|▉   | 78/333 [00:53<02:50,  1.49it/s, loss=0.688, pair=0.007, adv=3.849, sprd=0.024]
Ep 030/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.49it/s, loss=0.720, pair=0.048, adv=3.814, sprd=0.026]
Ep 030/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<02:58,  1.42it/s, loss=0.720, pair=0.048, adv=3.814, sprd=0.026]
Ep 030/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:58,  1.42it/s, loss=0.686, pair=0.051, adv=4.029, sprd=0.020]
Ep 030/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:51,  1.48it/s, loss=0.686, pair=0.051, adv=4.029, sprd=0.020]
Ep 030/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:51,  1.48it/s, loss=0.707, pair=0.026, adv=3.587, sprd=0.024]
Ep 030/60 [S2:+mat]:  24%|▉   | 81/333 [00:55<02:55,  1.44it/s, loss=0.707, pair=0.026, adv=3.587, sprd=0.024]
Ep 030/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:55,  1.44it/s, loss=0.723, pair=0.029, adv=3.807, sprd=0.030]
Ep 030/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:49,  1.48it/s, loss=0.723, pair=0.029, adv=3.807, sprd=0.030]
Ep 030/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:49,  1.48it/s, loss=0.688, pair=0.008, adv=3.772, sprd=0.024]
Ep 030/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:56,  1.42it/s, loss=0.688, pair=0.008, adv=3.772, sprd=0.024]
Ep 030/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:56,  1.42it/s, loss=0.728, pair=0.066, adv=3.773, sprd=0.031]
Ep 030/60 [S2:+mat]:  25%|█   | 84/333 [00:57<02:48,  1.48it/s, loss=0.728, pair=0.066, adv=3.773, sprd=0.031]
Ep 030/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:48,  1.48it/s, loss=0.680, pair=0.012, adv=3.584, sprd=0.022]
Ep 030/60 [S2:+mat]:  26%|█   | 85/333 [00:58<02:52,  1.44it/s, loss=0.680, pair=0.012, adv=3.584, sprd=0.022]
Ep 030/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:52,  1.44it/s, loss=0.688, pair=0.012, adv=3.530, sprd=0.023]
Ep 030/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:44,  1.51it/s, loss=0.688, pair=0.012, adv=3.530, sprd=0.023]
Ep 030/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:44,  1.51it/s, loss=0.711, pair=0.027, adv=4.097, sprd=0.024]
Ep 030/60 [S2:+mat]:  26%|█   | 87/333 [00:59<02:51,  1.44it/s, loss=0.711, pair=0.027, adv=4.097, sprd=0.024]
Ep 030/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:51,  1.44it/s, loss=0.685, pair=0.010, adv=3.659, sprd=0.022]
Ep 030/60 [S2:+mat]:  26%|█   | 88/333 [01:00<02:40,  1.52it/s, loss=0.685, pair=0.010, adv=3.659, sprd=0.022]
Ep 030/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:40,  1.52it/s, loss=0.697, pair=0.005, adv=3.636, sprd=0.017]
Ep 030/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:48,  1.45it/s, loss=0.697, pair=0.005, adv=3.636, sprd=0.017]
Ep 030/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:48,  1.45it/s, loss=0.743, pair=0.123, adv=3.653, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 90/333 [01:01<02:41,  1.50it/s, loss=0.743, pair=0.123, adv=3.653, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:41,  1.50it/s, loss=0.735, pair=0.025, adv=3.608, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 91/333 [01:02<02:48,  1.43it/s, loss=0.735, pair=0.025, adv=3.608, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:48,  1.43it/s, loss=0.704, pair=0.045, adv=3.639, sprd=0.024]
Ep 030/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:40,  1.50it/s, loss=0.704, pair=0.045, adv=3.639, sprd=0.024]
Ep 030/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:40,  1.50it/s, loss=0.712, pair=0.018, adv=3.750, sprd=0.026]
Ep 030/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:47,  1.43it/s, loss=0.712, pair=0.018, adv=3.750, sprd=0.026]
Ep 030/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:47,  1.43it/s, loss=0.685, pair=0.019, adv=3.591, sprd=0.024]
Ep 030/60 [S2:+mat]:  28%|█▏  | 94/333 [01:04<02:39,  1.50it/s, loss=0.685, pair=0.019, adv=3.591, sprd=0.024]
Ep 030/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:39,  1.50it/s, loss=0.694, pair=0.012, adv=3.447, sprd=0.020]
Ep 030/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:43,  1.46it/s, loss=0.694, pair=0.012, adv=3.447, sprd=0.020]
Ep 030/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:43,  1.46it/s, loss=0.723, pair=0.060, adv=3.754, sprd=0.028]
Ep 030/60 [S2:+mat]:  29%|█▏  | 96/333 [01:05<02:37,  1.51it/s, loss=0.723, pair=0.060, adv=3.754, sprd=0.028]
Ep 030/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:37,  1.51it/s, loss=0.719, pair=0.019, adv=4.247, sprd=0.026]
Ep 030/60 [S2:+mat]:  29%|█▏  | 97/333 [01:06<02:44,  1.43it/s, loss=0.719, pair=0.019, adv=4.247, sprd=0.026]
Ep 030/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:44,  1.43it/s, loss=0.728, pair=0.031, adv=3.717, sprd=0.032]
Ep 030/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:38,  1.49it/s, loss=0.728, pair=0.031, adv=3.717, sprd=0.032]
Ep 030/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:38,  1.49it/s, loss=0.720, pair=0.013, adv=3.779, sprd=0.027]
Ep 030/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:42,  1.44it/s, loss=0.720, pair=0.013, adv=3.779, sprd=0.027]
Ep 030/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:42,  1.44it/s, loss=0.679, pair=0.029, adv=3.924, sprd=0.020]
Ep 030/60 [S2:+mat]:  30%|▉  | 100/333 [01:08<02:33,  1.52it/s, loss=0.679, pair=0.029, adv=3.924, sprd=0.020]
Ep 030/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:33,  1.52it/s, loss=0.752, pair=0.138, adv=4.054, sprd=0.028]
Ep 030/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:46,  1.40it/s, loss=0.752, pair=0.138, adv=4.054, sprd=0.028]
Ep 030/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:46,  1.40it/s, loss=0.709, pair=0.009, adv=3.898, sprd=0.031]
Ep 030/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:38,  1.46it/s, loss=0.709, pair=0.009, adv=3.898, sprd=0.031]
Ep 030/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:38,  1.46it/s, loss=0.727, pair=0.017, adv=3.918, sprd=0.025]
Ep 030/60 [S2:+mat]:  31%|▉  | 103/333 [01:10<02:47,  1.38it/s, loss=0.727, pair=0.017, adv=3.918, sprd=0.025]
Ep 030/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:47,  1.38it/s, loss=0.687, pair=0.006, adv=3.895, sprd=0.024]
Ep 030/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:38,  1.44it/s, loss=0.687, pair=0.006, adv=3.895, sprd=0.024]
Ep 030/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:38,  1.44it/s, loss=0.701, pair=0.001, adv=3.863, sprd=0.023]
Ep 030/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:43,  1.39it/s, loss=0.701, pair=0.001, adv=3.863, sprd=0.023]
Ep 030/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:43,  1.39it/s, loss=0.706, pair=0.001, adv=3.966, sprd=0.028]
Ep 030/60 [S2:+mat]:  32%|▉  | 106/333 [01:12<02:35,  1.46it/s, loss=0.706, pair=0.001, adv=3.966, sprd=0.028]
Ep 030/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:35,  1.46it/s, loss=0.682, pair=0.012, adv=3.493, sprd=0.020]
Ep 030/60 [S2:+mat]:  32%|▉  | 107/333 [01:13<02:43,  1.38it/s, loss=0.682, pair=0.012, adv=3.493, sprd=0.020]
Ep 030/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:43,  1.38it/s, loss=0.685, pair=0.001, adv=3.524, sprd=0.021]
Ep 030/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:34,  1.46it/s, loss=0.685, pair=0.001, adv=3.524, sprd=0.021]
Ep 030/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:34,  1.46it/s, loss=0.699, pair=0.004, adv=3.977, sprd=0.026]
Ep 030/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.39it/s, loss=0.699, pair=0.004, adv=3.977, sprd=0.026]
Ep 030/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.39it/s, loss=0.681, pair=0.020, adv=3.342, sprd=0.019]
Ep 030/60 [S2:+mat]:  33%|▉  | 110/333 [01:15<02:30,  1.48it/s, loss=0.681, pair=0.020, adv=3.342, sprd=0.019]
Ep 030/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:30,  1.48it/s, loss=0.707, pair=0.028, adv=3.828, sprd=0.022]
Ep 030/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:34,  1.44it/s, loss=0.707, pair=0.028, adv=3.828, sprd=0.022]
Ep 030/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:34,  1.44it/s, loss=0.707, pair=0.005, adv=3.842, sprd=0.029]
Ep 030/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.707, pair=0.005, adv=3.842, sprd=0.029]
Ep 030/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.795, pair=0.005, adv=4.134, sprd=0.029]
Ep 030/60 [S2:+mat]:  34%|█  | 113/333 [01:17<02:35,  1.41it/s, loss=0.795, pair=0.005, adv=4.134, sprd=0.029]
Ep 030/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:35,  1.41it/s, loss=0.696, pair=0.009, adv=3.634, sprd=0.025]
Ep 030/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:29,  1.47it/s, loss=0.696, pair=0.009, adv=3.634, sprd=0.025]
Ep 030/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:29,  1.47it/s, loss=0.710, pair=0.017, adv=3.531, sprd=0.024]
Ep 030/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:33,  1.42it/s, loss=0.710, pair=0.017, adv=3.531, sprd=0.024]
Ep 030/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:33,  1.42it/s, loss=0.707, pair=0.061, adv=3.709, sprd=0.024]
Ep 030/60 [S2:+mat]:  35%|█  | 116/333 [01:19<02:25,  1.49it/s, loss=0.707, pair=0.061, adv=3.709, sprd=0.024]
Ep 030/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:25,  1.49it/s, loss=0.716, pair=0.011, adv=3.389, sprd=0.029]
Ep 030/60 [S2:+mat]:  35%|█  | 117/333 [01:20<02:31,  1.42it/s, loss=0.716, pair=0.011, adv=3.389, sprd=0.029]
Ep 030/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:31,  1.42it/s, loss=0.661, pair=0.010, adv=3.323, sprd=0.018]
Ep 030/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:23,  1.49it/s, loss=0.661, pair=0.010, adv=3.323, sprd=0.018]
Ep 030/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:23,  1.49it/s, loss=0.788, pair=0.012, adv=3.675, sprd=0.028]
Ep 030/60 [S2:+mat]:  36%|█  | 119/333 [01:21<02:31,  1.42it/s, loss=0.788, pair=0.012, adv=3.675, sprd=0.028]
Ep 030/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:31,  1.42it/s, loss=0.701, pair=0.020, adv=3.502, sprd=0.024]
Ep 030/60 [S2:+mat]:  36%|█  | 120/333 [01:22<02:21,  1.51it/s, loss=0.701, pair=0.020, adv=3.502, sprd=0.024]
Ep 030/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:21,  1.51it/s, loss=0.718, pair=0.039, adv=3.699, sprd=0.020]
Ep 030/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:27,  1.43it/s, loss=0.718, pair=0.039, adv=3.699, sprd=0.020]
Ep 030/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:27,  1.43it/s, loss=0.688, pair=0.022, adv=3.388, sprd=0.021]
Ep 030/60 [S2:+mat]:  37%|█  | 122/333 [01:23<02:19,  1.51it/s, loss=0.688, pair=0.022, adv=3.388, sprd=0.021]
Ep 030/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:19,  1.51it/s, loss=0.784, pair=0.032, adv=3.816, sprd=0.024]
Ep 030/60 [S2:+mat]:  37%|█  | 123/333 [01:24<02:25,  1.44it/s, loss=0.784, pair=0.032, adv=3.816, sprd=0.024]
Ep 030/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:25,  1.44it/s, loss=0.693, pair=0.049, adv=3.908, sprd=0.023]
Ep 030/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:18,  1.51it/s, loss=0.693, pair=0.049, adv=3.908, sprd=0.023]
Ep 030/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:18,  1.51it/s, loss=0.769, pair=0.044, adv=3.821, sprd=0.030]
Ep 030/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:26,  1.42it/s, loss=0.769, pair=0.044, adv=3.821, sprd=0.030]
Ep 030/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:26,  1.42it/s, loss=0.664, pair=0.063, adv=3.174, sprd=0.015]
Ep 030/60 [S2:+mat]:  38%|█▏ | 126/333 [01:26<02:16,  1.51it/s, loss=0.664, pair=0.063, adv=3.174, sprd=0.015]
Ep 030/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:16,  1.51it/s, loss=0.712, pair=0.040, adv=3.844, sprd=0.022]
Ep 030/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:21,  1.45it/s, loss=0.712, pair=0.040, adv=3.844, sprd=0.022]
Ep 030/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:21,  1.45it/s, loss=0.726, pair=0.028, adv=3.812, sprd=0.029]
Ep 030/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.726, pair=0.028, adv=3.812, sprd=0.029]
Ep 030/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.718, pair=0.023, adv=3.871, sprd=0.030]
Ep 030/60 [S2:+mat]:  39%|█▏ | 129/333 [01:28<02:24,  1.42it/s, loss=0.718, pair=0.023, adv=3.871, sprd=0.030]
Ep 030/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:24,  1.42it/s, loss=0.690, pair=0.015, adv=3.570, sprd=0.025]
Ep 030/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:16,  1.49it/s, loss=0.690, pair=0.015, adv=3.570, sprd=0.025]
Ep 030/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:16,  1.49it/s, loss=0.702, pair=0.008, adv=3.780, sprd=0.023]
Ep 030/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:21,  1.43it/s, loss=0.702, pair=0.008, adv=3.780, sprd=0.023]
Ep 030/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:21,  1.43it/s, loss=0.685, pair=0.001, adv=3.575, sprd=0.025]
Ep 030/60 [S2:+mat]:  40%|█▏ | 132/333 [01:30<02:14,  1.49it/s, loss=0.685, pair=0.001, adv=3.575, sprd=0.025]
Ep 030/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:14,  1.49it/s, loss=0.761, pair=0.009, adv=3.913, sprd=0.021]
Ep 030/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:20,  1.42it/s, loss=0.761, pair=0.009, adv=3.913, sprd=0.021]
Ep 030/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:20,  1.42it/s, loss=0.706, pair=0.030, adv=3.236, sprd=0.020]
Ep 030/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:12,  1.50it/s, loss=0.706, pair=0.030, adv=3.236, sprd=0.020]
Ep 030/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:12,  1.50it/s, loss=0.691, pair=0.023, adv=3.553, sprd=0.019]
Ep 030/60 [S2:+mat]:  41%|█▏ | 135/333 [01:32<02:16,  1.46it/s, loss=0.691, pair=0.023, adv=3.553, sprd=0.019]
Ep 030/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:16,  1.46it/s, loss=0.679, pair=0.012, adv=3.351, sprd=0.023]
Ep 030/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:10,  1.51it/s, loss=0.679, pair=0.012, adv=3.351, sprd=0.023]
Ep 030/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:10,  1.51it/s, loss=0.706, pair=0.020, adv=3.704, sprd=0.025]
Ep 030/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:15,  1.45it/s, loss=0.706, pair=0.020, adv=3.704, sprd=0.025]
Ep 030/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:15,  1.45it/s, loss=0.690, pair=0.033, adv=3.531, sprd=0.020]
Ep 030/60 [S2:+mat]:  41%|█▏ | 138/333 [01:34<02:07,  1.53it/s, loss=0.690, pair=0.033, adv=3.531, sprd=0.020]
Ep 030/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:07,  1.53it/s, loss=0.779, pair=0.023, adv=3.652, sprd=0.024]
Ep 030/60 [S2:+mat]:  42%|█▎ | 139/333 [01:35<02:10,  1.48it/s, loss=0.779, pair=0.023, adv=3.652, sprd=0.024]
Ep 030/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:10,  1.48it/s, loss=0.703, pair=0.008, adv=3.380, sprd=0.023]
Ep 030/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:05,  1.54it/s, loss=0.703, pair=0.008, adv=3.380, sprd=0.023]
Ep 030/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:05,  1.54it/s, loss=0.716, pair=0.016, adv=3.821, sprd=0.029]
Ep 030/60 [S2:+mat]:  42%|█▎ | 141/333 [01:36<02:11,  1.46it/s, loss=0.716, pair=0.016, adv=3.821, sprd=0.029]
Ep 030/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:11,  1.46it/s, loss=0.667, pair=0.044, adv=3.225, sprd=0.019]
Ep 030/60 [S2:+mat]:  43%|█▎ | 142/333 [01:37<02:03,  1.55it/s, loss=0.667, pair=0.044, adv=3.225, sprd=0.019]
Ep 030/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:03,  1.55it/s, loss=0.699, pair=0.032, adv=3.820, sprd=0.025]
Ep 030/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:07,  1.49it/s, loss=0.699, pair=0.032, adv=3.820, sprd=0.025]
Ep 030/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:07,  1.49it/s, loss=0.673, pair=0.018, adv=3.529, sprd=0.019]
Ep 030/60 [S2:+mat]:  43%|█▎ | 144/333 [01:38<02:01,  1.55it/s, loss=0.673, pair=0.018, adv=3.529, sprd=0.019]
Ep 030/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:01,  1.55it/s, loss=0.691, pair=0.013, adv=3.668, sprd=0.020]
Ep 030/60 [S2:+mat]:  44%|█▎ | 145/333 [01:39<02:05,  1.50it/s, loss=0.691, pair=0.013, adv=3.668, sprd=0.020]
Ep 030/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:05,  1.50it/s, loss=0.694, pair=0.038, adv=3.265, sprd=0.022]
Ep 030/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<01:59,  1.56it/s, loss=0.694, pair=0.038, adv=3.265, sprd=0.022]
Ep 030/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<01:59,  1.56it/s, loss=0.697, pair=0.029, adv=3.474, sprd=0.022]
Ep 030/60 [S2:+mat]:  44%|█▎ | 147/333 [01:40<02:06,  1.47it/s, loss=0.697, pair=0.029, adv=3.474, sprd=0.022]
Ep 030/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:06,  1.47it/s, loss=0.695, pair=0.021, adv=3.491, sprd=0.024]
Ep 030/60 [S2:+mat]:  44%|█▎ | 148/333 [01:41<02:01,  1.52it/s, loss=0.695, pair=0.021, adv=3.491, sprd=0.024]
Ep 030/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:01,  1.52it/s, loss=0.699, pair=0.011, adv=3.646, sprd=0.023]
Ep 030/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:08,  1.43it/s, loss=0.699, pair=0.011, adv=3.646, sprd=0.023]
Ep 030/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:08,  1.43it/s, loss=0.709, pair=0.007, adv=3.683, sprd=0.030]
Ep 030/60 [S2:+mat]:  45%|█▎ | 150/333 [01:42<02:03,  1.49it/s, loss=0.709, pair=0.007, adv=3.683, sprd=0.030]
Ep 030/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:03,  1.49it/s, loss=0.715, pair=0.038, adv=3.315, sprd=0.026]
Ep 030/60 [S2:+mat]:  45%|█▎ | 151/333 [01:43<02:06,  1.44it/s, loss=0.715, pair=0.038, adv=3.315, sprd=0.026]
Ep 030/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:06,  1.44it/s, loss=0.678, pair=0.056, adv=3.215, sprd=0.017]
Ep 030/60 [S2:+mat]:  46%|█▎ | 152/333 [01:44<01:58,  1.52it/s, loss=0.678, pair=0.056, adv=3.215, sprd=0.017]
Ep 030/60 [S2:+mat]:  46%|█▎ | 152/333 [01:44<01:58,  1.52it/s, loss=0.684, pair=0.033, adv=3.666, sprd=0.016]
Ep 030/60 [S2:+mat]:  46%|█▍ | 153/333 [01:44<02:02,  1.46it/s, loss=0.684, pair=0.033, adv=3.666, sprd=0.016]
Ep 030/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:02,  1.46it/s, loss=0.684, pair=0.014, adv=3.189, sprd=0.022]
Ep 030/60 [S2:+mat]:  46%|█▍ | 154/333 [01:45<01:54,  1.57it/s, loss=0.684, pair=0.014, adv=3.189, sprd=0.022]
Ep 030/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<01:54,  1.57it/s, loss=0.695, pair=0.008, adv=3.640, sprd=0.018]
Ep 030/60 [S2:+mat]:  47%|█▍ | 155/333 [01:46<02:06,  1.41it/s, loss=0.695, pair=0.008, adv=3.640, sprd=0.018]
Ep 030/60 [S2:+mat]:  47%|█▍ | 155/333 [01:46<02:06,  1.41it/s, loss=0.703, pair=0.017, adv=3.701, sprd=0.026]
Ep 030/60 [S2:+mat]:  47%|█▍ | 156/333 [01:46<02:00,  1.47it/s, loss=0.703, pair=0.017, adv=3.701, sprd=0.026]
Ep 030/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<02:00,  1.47it/s, loss=0.713, pair=0.023, adv=3.775, sprd=0.023]
Ep 030/60 [S2:+mat]:  47%|█▍ | 157/333 [01:47<02:04,  1.41it/s, loss=0.713, pair=0.023, adv=3.775, sprd=0.023]
Ep 030/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:04,  1.41it/s, loss=0.706, pair=0.009, adv=3.725, sprd=0.029]
Ep 030/60 [S2:+mat]:  47%|█▍ | 158/333 [01:48<01:59,  1.47it/s, loss=0.706, pair=0.009, adv=3.725, sprd=0.029]
Ep 030/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:59,  1.47it/s, loss=0.693, pair=0.017, adv=3.318, sprd=0.024]
Ep 030/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:03,  1.40it/s, loss=0.693, pair=0.017, adv=3.318, sprd=0.024]
Ep 030/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:03,  1.40it/s, loss=0.717, pair=0.029, adv=3.995, sprd=0.029]
Ep 030/60 [S2:+mat]:  48%|█▍ | 160/333 [01:49<01:57,  1.47it/s, loss=0.717, pair=0.029, adv=3.995, sprd=0.029]
Ep 030/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:57,  1.47it/s, loss=0.704, pair=0.019, adv=3.828, sprd=0.022]
Ep 030/60 [S2:+mat]:  48%|█▍ | 161/333 [01:50<02:00,  1.42it/s, loss=0.704, pair=0.019, adv=3.828, sprd=0.022]
Ep 030/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.42it/s, loss=0.697, pair=0.039, adv=3.675, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:55,  1.48it/s, loss=0.697, pair=0.039, adv=3.675, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:55,  1.48it/s, loss=0.712, pair=0.005, adv=3.621, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 163/333 [01:51<01:59,  1.42it/s, loss=0.712, pair=0.005, adv=3.621, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<01:59,  1.42it/s, loss=0.699, pair=0.009, adv=3.492, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 164/333 [01:52<01:54,  1.48it/s, loss=0.699, pair=0.009, adv=3.492, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:54,  1.48it/s, loss=0.703, pair=0.011, adv=3.779, sprd=0.024]
Ep 030/60 [S2:+mat]:  50%|█▍ | 165/333 [01:53<02:01,  1.38it/s, loss=0.703, pair=0.011, adv=3.779, sprd=0.024]
Ep 030/60 [S2:+mat]:  50%|█▍ | 165/333 [01:53<02:01,  1.38it/s, loss=0.718, pair=0.012, adv=4.119, sprd=0.029]
Ep 030/60 [S2:+mat]:  50%|█▍ | 166/333 [01:53<01:55,  1.45it/s, loss=0.718, pair=0.012, adv=4.119, sprd=0.029]
Ep 030/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:55,  1.45it/s, loss=0.716, pair=0.010, adv=3.725, sprd=0.025]
Ep 030/60 [S2:+mat]:  50%|█▌ | 167/333 [01:54<01:59,  1.39it/s, loss=0.716, pair=0.010, adv=3.725, sprd=0.025]
Ep 030/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:59,  1.39it/s, loss=0.691, pair=0.009, adv=3.970, sprd=0.025]
Ep 030/60 [S2:+mat]:  50%|█▌ | 168/333 [01:55<01:53,  1.46it/s, loss=0.691, pair=0.009, adv=3.970, sprd=0.025]
Ep 030/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:53,  1.46it/s, loss=0.697, pair=0.015, adv=3.677, sprd=0.019]
Ep 030/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:56,  1.40it/s, loss=0.697, pair=0.015, adv=3.677, sprd=0.019]
Ep 030/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:56,  1.40it/s, loss=0.702, pair=0.028, adv=3.873, sprd=0.025]
Ep 030/60 [S2:+mat]:  51%|█▌ | 170/333 [01:56<01:50,  1.47it/s, loss=0.702, pair=0.028, adv=3.873, sprd=0.025]
Ep 030/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:50,  1.47it/s, loss=0.705, pair=0.005, adv=3.841, sprd=0.022]
Ep 030/60 [S2:+mat]:  51%|█▌ | 171/333 [01:57<01:53,  1.42it/s, loss=0.705, pair=0.005, adv=3.841, sprd=0.022]
Ep 030/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:53,  1.42it/s, loss=0.697, pair=0.010, adv=3.519, sprd=0.025]
Ep 030/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:48,  1.49it/s, loss=0.697, pair=0.010, adv=3.519, sprd=0.025]
Ep 030/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:48,  1.49it/s, loss=0.696, pair=0.020, adv=3.846, sprd=0.023]
Ep 030/60 [S2:+mat]:  52%|█▌ | 173/333 [01:58<01:53,  1.41it/s, loss=0.696, pair=0.020, adv=3.846, sprd=0.023]
Ep 030/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:53,  1.41it/s, loss=0.681, pair=0.005, adv=3.692, sprd=0.022]
Ep 030/60 [S2:+mat]:  52%|█▌ | 174/333 [01:59<01:47,  1.48it/s, loss=0.681, pair=0.005, adv=3.692, sprd=0.022]
Ep 030/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:47,  1.48it/s, loss=0.707, pair=0.037, adv=3.623, sprd=0.025]
Ep 030/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:48,  1.45it/s, loss=0.707, pair=0.037, adv=3.623, sprd=0.025]
Ep 030/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:48,  1.45it/s, loss=0.710, pair=0.040, adv=3.514, sprd=0.020]
Ep 030/60 [S2:+mat]:  53%|█▌ | 176/333 [02:00<01:42,  1.54it/s, loss=0.710, pair=0.040, adv=3.514, sprd=0.020]
Ep 030/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:42,  1.54it/s, loss=0.704, pair=0.018, adv=3.700, sprd=0.024]
Ep 030/60 [S2:+mat]:  53%|█▌ | 177/333 [02:01<01:47,  1.45it/s, loss=0.704, pair=0.018, adv=3.700, sprd=0.024]
Ep 030/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:47,  1.45it/s, loss=0.741, pair=0.031, adv=4.039, sprd=0.030]
Ep 030/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:44,  1.49it/s, loss=0.741, pair=0.031, adv=4.039, sprd=0.030]
Ep 030/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:44,  1.49it/s, loss=0.680, pair=0.030, adv=3.277, sprd=0.018]
Ep 030/60 [S2:+mat]:  54%|█▌ | 179/333 [02:02<01:46,  1.44it/s, loss=0.680, pair=0.030, adv=3.277, sprd=0.018]
Ep 030/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:46,  1.44it/s, loss=0.693, pair=0.026, adv=3.943, sprd=0.024]
Ep 030/60 [S2:+mat]:  54%|█▌ | 180/333 [02:03<01:41,  1.51it/s, loss=0.693, pair=0.026, adv=3.943, sprd=0.024]
Ep 030/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:41,  1.51it/s, loss=0.768, pair=0.024, adv=3.847, sprd=0.024]
Ep 030/60 [S2:+mat]:  54%|█▋ | 181/333 [02:04<01:42,  1.48it/s, loss=0.768, pair=0.024, adv=3.847, sprd=0.024]
Ep 030/60 [S2:+mat]:  54%|█▋ | 181/333 [02:04<01:42,  1.48it/s, loss=0.712, pair=0.011, adv=4.193, sprd=0.028]
Ep 030/60 [S2:+mat]:  55%|█▋ | 182/333 [02:04<01:40,  1.51it/s, loss=0.712, pair=0.011, adv=4.193, sprd=0.028]
Ep 030/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:40,  1.51it/s, loss=0.680, pair=0.006, adv=3.403, sprd=0.019]
Ep 030/60 [S2:+mat]:  55%|█▋ | 183/333 [02:05<01:45,  1.42it/s, loss=0.680, pair=0.006, adv=3.403, sprd=0.019]
Ep 030/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:45,  1.42it/s, loss=0.683, pair=0.023, adv=3.830, sprd=0.022]
Ep 030/60 [S2:+mat]:  55%|█▋ | 184/333 [02:06<01:39,  1.49it/s, loss=0.683, pair=0.023, adv=3.830, sprd=0.022]
Ep 030/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:39,  1.49it/s, loss=0.726, pair=0.009, adv=4.096, sprd=0.029]
Ep 030/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:48,  1.36it/s, loss=0.726, pair=0.009, adv=4.096, sprd=0.029]
Ep 030/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:48,  1.36it/s, loss=0.690, pair=0.002, adv=4.214, sprd=0.024]
Ep 030/60 [S2:+mat]:  56%|█▋ | 186/333 [02:07<01:42,  1.44it/s, loss=0.690, pair=0.002, adv=4.214, sprd=0.024]
Ep 030/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:42,  1.44it/s, loss=0.688, pair=0.043, adv=3.885, sprd=0.017]
Ep 030/60 [S2:+mat]:  56%|█▋ | 187/333 [02:08<01:43,  1.41it/s, loss=0.688, pair=0.043, adv=3.885, sprd=0.017]
Ep 030/60 [S2:+mat]:  56%|█▋ | 187/333 [02:08<01:43,  1.41it/s, loss=0.689, pair=0.004, adv=3.835, sprd=0.024]
Ep 030/60 [S2:+mat]:  56%|█▋ | 188/333 [02:08<01:37,  1.48it/s, loss=0.689, pair=0.004, adv=3.835, sprd=0.024]
Ep 030/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:37,  1.48it/s, loss=0.793, pair=0.011, adv=3.654, sprd=0.030]
Ep 030/60 [S2:+mat]:  57%|█▋ | 189/333 [02:09<01:41,  1.42it/s, loss=0.793, pair=0.011, adv=3.654, sprd=0.030]
Ep 030/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:41,  1.42it/s, loss=0.700, pair=0.013, adv=3.658, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 190/333 [02:10<01:36,  1.49it/s, loss=0.700, pair=0.013, adv=3.658, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:36,  1.49it/s, loss=0.693, pair=0.001, adv=3.772, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:38,  1.44it/s, loss=0.693, pair=0.001, adv=3.772, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:38,  1.44it/s, loss=0.682, pair=0.023, adv=3.603, sprd=0.020]
Ep 030/60 [S2:+mat]:  58%|█▋ | 192/333 [02:11<01:33,  1.51it/s, loss=0.682, pair=0.023, adv=3.603, sprd=0.020]
Ep 030/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:33,  1.51it/s, loss=0.792, pair=0.019, adv=4.029, sprd=0.025]
Ep 030/60 [S2:+mat]:  58%|█▋ | 193/333 [02:12<01:38,  1.42it/s, loss=0.792, pair=0.019, adv=4.029, sprd=0.025]
Ep 030/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:38,  1.42it/s, loss=0.694, pair=0.015, adv=3.519, sprd=0.023]
Ep 030/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:32,  1.50it/s, loss=0.694, pair=0.015, adv=3.519, sprd=0.023]
Ep 030/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:32,  1.50it/s, loss=0.716, pair=0.005, adv=3.815, sprd=0.027]
Ep 030/60 [S2:+mat]:  59%|█▊ | 195/333 [02:13<01:36,  1.43it/s, loss=0.716, pair=0.005, adv=3.815, sprd=0.027]
Ep 030/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:36,  1.43it/s, loss=0.690, pair=0.031, adv=3.525, sprd=0.021]
Ep 030/60 [S2:+mat]:  59%|█▊ | 196/333 [02:14<01:30,  1.51it/s, loss=0.690, pair=0.031, adv=3.525, sprd=0.021]
Ep 030/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:30,  1.51it/s, loss=0.697, pair=0.008, adv=3.944, sprd=0.023]
Ep 030/60 [S2:+mat]:  59%|█▊ | 197/333 [02:15<01:37,  1.40it/s, loss=0.697, pair=0.008, adv=3.944, sprd=0.023]
Ep 030/60 [S2:+mat]:  59%|█▊ | 197/333 [02:15<01:37,  1.40it/s, loss=0.733, pair=0.017, adv=3.765, sprd=0.033]
Ep 030/60 [S2:+mat]:  59%|█▊ | 198/333 [02:15<01:32,  1.45it/s, loss=0.733, pair=0.017, adv=3.765, sprd=0.033]
Ep 030/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:32,  1.45it/s, loss=0.720, pair=0.025, adv=3.771, sprd=0.026]
Ep 030/60 [S2:+mat]:  60%|█▊ | 199/333 [02:16<01:35,  1.40it/s, loss=0.720, pair=0.025, adv=3.771, sprd=0.026]
Ep 030/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:35,  1.40it/s, loss=0.722, pair=0.024, adv=3.800, sprd=0.030]
Ep 030/60 [S2:+mat]:  60%|█▊ | 200/333 [02:17<01:31,  1.46it/s, loss=0.722, pair=0.024, adv=3.800, sprd=0.030]
Ep 030/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:31,  1.46it/s, loss=0.694, pair=0.017, adv=3.709, sprd=0.026]
Ep 030/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:33,  1.41it/s, loss=0.694, pair=0.017, adv=3.709, sprd=0.026]
Ep 030/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:33,  1.41it/s, loss=0.706, pair=0.028, adv=3.889, sprd=0.025]
Ep 030/60 [S2:+mat]:  61%|█▊ | 202/333 [02:18<01:28,  1.48it/s, loss=0.706, pair=0.028, adv=3.889, sprd=0.025]
Ep 030/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:28,  1.48it/s, loss=0.715, pair=0.026, adv=3.527, sprd=0.022]
Ep 030/60 [S2:+mat]:  61%|█▊ | 203/333 [02:19<01:29,  1.45it/s, loss=0.715, pair=0.026, adv=3.527, sprd=0.022]
Ep 030/60 [S2:+mat]:  61%|█▊ | 203/333 [02:19<01:29,  1.45it/s, loss=0.693, pair=0.001, adv=4.018, sprd=0.027]
Ep 030/60 [S2:+mat]:  61%|█▊ | 204/333 [02:19<01:25,  1.50it/s, loss=0.693, pair=0.001, adv=4.018, sprd=0.027]
Ep 030/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:25,  1.50it/s, loss=0.701, pair=0.016, adv=3.807, sprd=0.023]
Ep 030/60 [S2:+mat]:  62%|█▊ | 205/333 [02:20<01:29,  1.43it/s, loss=0.701, pair=0.016, adv=3.807, sprd=0.023]
Ep 030/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:29,  1.43it/s, loss=0.678, pair=0.014, adv=3.931, sprd=0.020]
Ep 030/60 [S2:+mat]:  62%|█▊ | 206/333 [02:21<01:23,  1.52it/s, loss=0.678, pair=0.014, adv=3.931, sprd=0.020]
Ep 030/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:23,  1.52it/s, loss=0.744, pair=0.047, adv=3.342, sprd=0.028]
Ep 030/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:26,  1.46it/s, loss=0.744, pair=0.047, adv=3.342, sprd=0.028]
Ep 030/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:26,  1.46it/s, loss=0.718, pair=0.031, adv=3.870, sprd=0.030]
Ep 030/60 [S2:+mat]:  62%|█▊ | 208/333 [02:22<01:23,  1.49it/s, loss=0.718, pair=0.031, adv=3.870, sprd=0.030]
Ep 030/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:23,  1.49it/s, loss=0.688, pair=0.035, adv=3.866, sprd=0.021]
Ep 030/60 [S2:+mat]:  63%|█▉ | 209/333 [02:23<01:25,  1.45it/s, loss=0.688, pair=0.035, adv=3.866, sprd=0.021]
Ep 030/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:25,  1.45it/s, loss=0.696, pair=0.009, adv=3.771, sprd=0.024]
Ep 030/60 [S2:+mat]:  63%|█▉ | 210/333 [02:24<01:21,  1.51it/s, loss=0.696, pair=0.009, adv=3.771, sprd=0.024]
Ep 030/60 [S2:+mat]:  63%|█▉ | 210/333 [02:24<01:21,  1.51it/s, loss=0.692, pair=0.009, adv=3.877, sprd=0.023]
Ep 030/60 [S2:+mat]:  63%|█▉ | 211/333 [02:24<01:25,  1.43it/s, loss=0.692, pair=0.009, adv=3.877, sprd=0.023]
Ep 030/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:25,  1.43it/s, loss=0.727, pair=0.033, adv=3.860, sprd=0.030]
Ep 030/60 [S2:+mat]:  64%|█▉ | 212/333 [02:25<01:21,  1.48it/s, loss=0.727, pair=0.033, adv=3.860, sprd=0.030]
Ep 030/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:21,  1.48it/s, loss=0.715, pair=0.019, adv=3.890, sprd=0.026]
Ep 030/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:23,  1.43it/s, loss=0.715, pair=0.019, adv=3.890, sprd=0.026]
Ep 030/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:23,  1.43it/s, loss=0.670, pair=0.004, adv=3.700, sprd=0.019]
Ep 030/60 [S2:+mat]:  64%|█▉ | 214/333 [02:26<01:18,  1.52it/s, loss=0.670, pair=0.004, adv=3.700, sprd=0.019]
Ep 030/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:18,  1.52it/s, loss=0.770, pair=0.021, adv=4.105, sprd=0.024]
Ep 030/60 [S2:+mat]:  65%|█▉ | 215/333 [02:27<01:21,  1.45it/s, loss=0.770, pair=0.021, adv=4.105, sprd=0.024]
Ep 030/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:21,  1.45it/s, loss=0.683, pair=0.039, adv=3.680, sprd=0.022]
Ep 030/60 [S2:+mat]:  65%|█▉ | 216/333 [02:28<01:16,  1.52it/s, loss=0.683, pair=0.039, adv=3.680, sprd=0.022]
Ep 030/60 [S2:+mat]:  65%|█▉ | 216/333 [02:28<01:16,  1.52it/s, loss=0.702, pair=0.023, adv=3.648, sprd=0.022]
Ep 030/60 [S2:+mat]:  65%|█▉ | 217/333 [02:28<01:19,  1.45it/s, loss=0.702, pair=0.023, adv=3.648, sprd=0.022]
Ep 030/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:19,  1.45it/s, loss=0.689, pair=0.003, adv=3.767, sprd=0.023]
Ep 030/60 [S2:+mat]:  65%|█▉ | 218/333 [02:29<01:16,  1.50it/s, loss=0.689, pair=0.003, adv=3.767, sprd=0.023]
Ep 030/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:16,  1.50it/s, loss=0.678, pair=0.006, adv=3.806, sprd=0.018]
Ep 030/60 [S2:+mat]:  66%|█▉ | 219/333 [02:30<01:18,  1.45it/s, loss=0.678, pair=0.006, adv=3.806, sprd=0.018]
Ep 030/60 [S2:+mat]:  66%|█▉ | 219/333 [02:30<01:18,  1.45it/s, loss=0.722, pair=0.008, adv=4.069, sprd=0.031]
Ep 030/60 [S2:+mat]:  66%|█▉ | 220/333 [02:30<01:15,  1.50it/s, loss=0.722, pair=0.008, adv=4.069, sprd=0.031]
Ep 030/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:15,  1.50it/s, loss=0.698, pair=0.002, adv=4.036, sprd=0.028]
Ep 030/60 [S2:+mat]:  66%|█▉ | 221/333 [02:31<01:17,  1.44it/s, loss=0.698, pair=0.002, adv=4.036, sprd=0.028]
Ep 030/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:17,  1.44it/s, loss=0.709, pair=0.007, adv=3.863, sprd=0.028]
Ep 030/60 [S2:+mat]:  67%|██ | 222/333 [02:32<01:14,  1.49it/s, loss=0.709, pair=0.007, adv=3.863, sprd=0.028]
Ep 030/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:14,  1.49it/s, loss=0.716, pair=0.004, adv=3.790, sprd=0.025]
Ep 030/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:19,  1.39it/s, loss=0.716, pair=0.004, adv=3.790, sprd=0.025]
Ep 030/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:19,  1.39it/s, loss=0.676, pair=0.025, adv=3.774, sprd=0.019]
Ep 030/60 [S2:+mat]:  67%|██ | 224/333 [02:33<01:13,  1.48it/s, loss=0.676, pair=0.025, adv=3.774, sprd=0.019]
Ep 030/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:13,  1.48it/s, loss=0.695, pair=0.009, adv=3.814, sprd=0.023]
Ep 030/60 [S2:+mat]:  68%|██ | 225/333 [02:34<01:14,  1.45it/s, loss=0.695, pair=0.009, adv=3.814, sprd=0.023]
Ep 030/60 [S2:+mat]:  68%|██ | 225/333 [02:34<01:14,  1.45it/s, loss=0.705, pair=0.006, adv=3.260, sprd=0.028]
Ep 030/60 [S2:+mat]:  68%|██ | 226/333 [02:34<01:10,  1.53it/s, loss=0.705, pair=0.006, adv=3.260, sprd=0.028]
Ep 030/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:10,  1.53it/s, loss=0.726, pair=0.060, adv=3.668, sprd=0.024]
Ep 030/60 [S2:+mat]:  68%|██ | 227/333 [02:35<01:12,  1.46it/s, loss=0.726, pair=0.060, adv=3.668, sprd=0.024]
Ep 030/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:12,  1.46it/s, loss=0.696, pair=0.040, adv=3.755, sprd=0.023]
Ep 030/60 [S2:+mat]:  68%|██ | 228/333 [02:36<01:09,  1.50it/s, loss=0.696, pair=0.040, adv=3.755, sprd=0.023]
Ep 030/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:09,  1.50it/s, loss=0.685, pair=0.031, adv=3.585, sprd=0.020]
Ep 030/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:11,  1.45it/s, loss=0.685, pair=0.031, adv=3.585, sprd=0.020]
Ep 030/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:11,  1.45it/s, loss=0.677, pair=0.030, adv=3.649, sprd=0.018]
Ep 030/60 [S2:+mat]:  69%|██ | 230/333 [02:37<01:07,  1.53it/s, loss=0.677, pair=0.030, adv=3.649, sprd=0.018]
Ep 030/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:07,  1.53it/s, loss=0.702, pair=0.025, adv=3.670, sprd=0.022]
Ep 030/60 [S2:+mat]:  69%|██ | 231/333 [02:38<01:08,  1.48it/s, loss=0.702, pair=0.025, adv=3.670, sprd=0.022]
Ep 030/60 [S2:+mat]:  69%|██ | 231/333 [02:38<01:08,  1.48it/s, loss=0.702, pair=0.022, adv=3.802, sprd=0.026]
Ep 030/60 [S2:+mat]:  70%|██ | 232/333 [02:38<01:06,  1.52it/s, loss=0.702, pair=0.022, adv=3.802, sprd=0.026]
Ep 030/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:06,  1.52it/s, loss=0.734, pair=0.035, adv=3.882, sprd=0.030]
Ep 030/60 [S2:+mat]:  70%|██ | 233/333 [02:39<01:09,  1.44it/s, loss=0.734, pair=0.035, adv=3.882, sprd=0.030]
Ep 030/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:09,  1.44it/s, loss=0.706, pair=0.021, adv=3.785, sprd=0.027]
Ep 030/60 [S2:+mat]:  70%|██ | 234/333 [02:40<01:06,  1.49it/s, loss=0.706, pair=0.021, adv=3.785, sprd=0.027]
Ep 030/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:06,  1.49it/s, loss=0.688, pair=0.003, adv=3.558, sprd=0.023]
Ep 030/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:08,  1.42it/s, loss=0.688, pair=0.003, adv=3.558, sprd=0.023]
Ep 030/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:08,  1.42it/s, loss=0.671, pair=0.005, adv=3.729, sprd=0.019]
Ep 030/60 [S2:+mat]:  71%|██▏| 236/333 [02:41<01:04,  1.51it/s, loss=0.671, pair=0.005, adv=3.729, sprd=0.019]
Ep 030/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:04,  1.51it/s, loss=0.724, pair=0.021, adv=3.755, sprd=0.026]
Ep 030/60 [S2:+mat]:  71%|██▏| 237/333 [02:42<01:06,  1.44it/s, loss=0.724, pair=0.021, adv=3.755, sprd=0.026]
Ep 030/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:06,  1.44it/s, loss=0.686, pair=0.016, adv=3.502, sprd=0.021]
Ep 030/60 [S2:+mat]:  71%|██▏| 238/333 [02:43<01:03,  1.51it/s, loss=0.686, pair=0.016, adv=3.502, sprd=0.021]
Ep 030/60 [S2:+mat]:  71%|██▏| 238/333 [02:43<01:03,  1.51it/s, loss=0.705, pair=0.013, adv=3.603, sprd=0.022]
Ep 030/60 [S2:+mat]:  72%|██▏| 239/333 [02:43<01:06,  1.42it/s, loss=0.705, pair=0.013, adv=3.603, sprd=0.022]
Ep 030/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:06,  1.42it/s, loss=0.723, pair=0.052, adv=3.910, sprd=0.029]
Ep 030/60 [S2:+mat]:  72%|██▏| 240/333 [02:44<01:03,  1.47it/s, loss=0.723, pair=0.052, adv=3.910, sprd=0.029]
Ep 030/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:03,  1.47it/s, loss=0.794, pair=0.011, adv=3.511, sprd=0.026]
Ep 030/60 [S2:+mat]:  72%|██▏| 241/333 [02:45<01:05,  1.40it/s, loss=0.794, pair=0.011, adv=3.511, sprd=0.026]
Ep 030/60 [S2:+mat]:  72%|██▏| 241/333 [02:45<01:05,  1.40it/s, loss=0.711, pair=0.031, adv=3.427, sprd=0.029]
Ep 030/60 [S2:+mat]:  73%|██▏| 242/333 [02:45<01:02,  1.46it/s, loss=0.711, pair=0.031, adv=3.427, sprd=0.029]
Ep 030/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:02,  1.46it/s, loss=0.706, pair=0.068, adv=3.631, sprd=0.021]
Ep 030/60 [S2:+mat]:  73%|██▏| 243/333 [02:46<01:02,  1.44it/s, loss=0.706, pair=0.068, adv=3.631, sprd=0.021]
Ep 030/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:02,  1.44it/s, loss=0.694, pair=0.048, adv=3.796, sprd=0.023]
Ep 030/60 [S2:+mat]:  73%|██▏| 244/333 [02:47<00:59,  1.50it/s, loss=0.694, pair=0.048, adv=3.796, sprd=0.023]
Ep 030/60 [S2:+mat]:  73%|██▏| 244/333 [02:47<00:59,  1.50it/s, loss=0.798, pair=0.009, adv=3.896, sprd=0.027]
Ep 030/60 [S2:+mat]:  74%|██▏| 245/333 [02:47<01:01,  1.43it/s, loss=0.798, pair=0.009, adv=3.896, sprd=0.027]
Ep 030/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:01,  1.43it/s, loss=0.689, pair=0.006, adv=3.776, sprd=0.022]
Ep 030/60 [S2:+mat]:  74%|██▏| 246/333 [02:48<00:57,  1.52it/s, loss=0.689, pair=0.006, adv=3.776, sprd=0.022]
Ep 030/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:57,  1.52it/s, loss=0.706, pair=0.016, adv=3.398, sprd=0.023]
Ep 030/60 [S2:+mat]:  74%|██▏| 247/333 [02:49<00:59,  1.44it/s, loss=0.706, pair=0.016, adv=3.398, sprd=0.023]
Ep 030/60 [S2:+mat]:  74%|██▏| 247/333 [02:49<00:59,  1.44it/s, loss=0.681, pair=0.022, adv=3.397, sprd=0.019]
Ep 030/60 [S2:+mat]:  74%|██▏| 248/333 [02:49<00:56,  1.51it/s, loss=0.681, pair=0.022, adv=3.397, sprd=0.019]
Ep 030/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:56,  1.51it/s, loss=0.692, pair=0.015, adv=3.494, sprd=0.023]
Ep 030/60 [S2:+mat]:  75%|██▏| 249/333 [02:50<00:57,  1.46it/s, loss=0.692, pair=0.015, adv=3.494, sprd=0.023]
Ep 030/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<00:57,  1.46it/s, loss=0.676, pair=0.001, adv=3.603, sprd=0.020]
Ep 030/60 [S2:+mat]:  75%|██▎| 250/333 [02:51<00:54,  1.53it/s, loss=0.676, pair=0.001, adv=3.603, sprd=0.020]
Ep 030/60 [S2:+mat]:  75%|██▎| 250/333 [02:51<00:54,  1.53it/s, loss=0.784, pair=0.006, adv=3.614, sprd=0.025]
Ep 030/60 [S2:+mat]:  75%|██▎| 251/333 [02:51<00:56,  1.45it/s, loss=0.784, pair=0.006, adv=3.614, sprd=0.025]
Ep 030/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:56,  1.45it/s, loss=0.693, pair=0.004, adv=3.752, sprd=0.027]
Ep 030/60 [S2:+mat]:  76%|██▎| 252/333 [02:52<00:53,  1.51it/s, loss=0.693, pair=0.004, adv=3.752, sprd=0.027]
Ep 030/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:53,  1.51it/s, loss=0.679, pair=0.004, adv=3.856, sprd=0.017]
Ep 030/60 [S2:+mat]:  76%|██▎| 253/333 [02:53<00:56,  1.41it/s, loss=0.679, pair=0.004, adv=3.856, sprd=0.017]
Ep 030/60 [S2:+mat]:  76%|██▎| 253/333 [02:53<00:56,  1.41it/s, loss=0.678, pair=0.011, adv=3.604, sprd=0.020]
Ep 030/60 [S2:+mat]:  76%|██▎| 254/333 [02:53<00:53,  1.49it/s, loss=0.678, pair=0.011, adv=3.604, sprd=0.020]
Ep 030/60 [S2:+mat]:  76%|██▎| 254/333 [02:54<00:53,  1.49it/s, loss=0.732, pair=0.042, adv=3.385, sprd=0.031]
Ep 030/60 [S2:+mat]:  77%|██▎| 255/333 [02:54<00:54,  1.44it/s, loss=0.732, pair=0.042, adv=3.385, sprd=0.031]
Ep 030/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:54,  1.44it/s, loss=0.688, pair=0.012, adv=3.627, sprd=0.022]
Ep 030/60 [S2:+mat]:  77%|██▎| 256/333 [02:55<00:51,  1.50it/s, loss=0.688, pair=0.012, adv=3.627, sprd=0.022]
Ep 030/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.50it/s, loss=0.718, pair=0.007, adv=4.102, sprd=0.028]
Ep 030/60 [S2:+mat]:  77%|██▎| 257/333 [02:56<00:53,  1.42it/s, loss=0.718, pair=0.007, adv=4.102, sprd=0.028]
Ep 030/60 [S2:+mat]:  77%|██▎| 257/333 [02:56<00:53,  1.42it/s, loss=0.683, pair=0.009, adv=3.500, sprd=0.021]
Ep 030/60 [S2:+mat]:  77%|██▎| 258/333 [02:56<00:50,  1.49it/s, loss=0.683, pair=0.009, adv=3.500, sprd=0.021]
Ep 030/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:50,  1.49it/s, loss=0.714, pair=0.005, adv=3.619, sprd=0.027]
Ep 030/60 [S2:+mat]:  78%|██▎| 259/333 [02:57<00:54,  1.37it/s, loss=0.714, pair=0.005, adv=3.619, sprd=0.027]
Ep 030/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:54,  1.37it/s, loss=0.693, pair=0.039, adv=3.549, sprd=0.019]
Ep 030/60 [S2:+mat]:  78%|██▎| 260/333 [02:58<00:49,  1.48it/s, loss=0.693, pair=0.039, adv=3.549, sprd=0.019]
Ep 030/60 [S2:+mat]:  78%|██▎| 260/333 [02:58<00:49,  1.48it/s, loss=0.709, pair=0.018, adv=3.587, sprd=0.026]
Ep 030/60 [S2:+mat]:  78%|██▎| 261/333 [02:58<00:51,  1.41it/s, loss=0.709, pair=0.018, adv=3.587, sprd=0.026]
Ep 030/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:51,  1.41it/s, loss=0.719, pair=0.032, adv=3.621, sprd=0.026]
Ep 030/60 [S2:+mat]:  79%|██▎| 262/333 [02:59<00:48,  1.47it/s, loss=0.719, pair=0.032, adv=3.621, sprd=0.026]
Ep 030/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:48,  1.47it/s, loss=0.719, pair=0.024, adv=3.568, sprd=0.026]
Ep 030/60 [S2:+mat]:  79%|██▎| 263/333 [03:00<00:51,  1.36it/s, loss=0.719, pair=0.024, adv=3.568, sprd=0.026]
Ep 030/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:51,  1.36it/s, loss=0.681, pair=0.005, adv=3.252, sprd=0.020]
Ep 030/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:48,  1.43it/s, loss=0.681, pair=0.005, adv=3.252, sprd=0.020]
Ep 030/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:48,  1.43it/s, loss=0.694, pair=0.005, adv=3.596, sprd=0.021]
Ep 030/60 [S2:+mat]:  80%|██▍| 265/333 [03:01<00:48,  1.40it/s, loss=0.694, pair=0.005, adv=3.596, sprd=0.021]
Ep 030/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:48,  1.40it/s, loss=0.724, pair=0.021, adv=3.742, sprd=0.031]
Ep 030/60 [S2:+mat]:  80%|██▍| 266/333 [03:02<00:45,  1.46it/s, loss=0.724, pair=0.021, adv=3.742, sprd=0.031]
Ep 030/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:45,  1.46it/s, loss=0.716, pair=0.014, adv=3.319, sprd=0.026]
Ep 030/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:46,  1.41it/s, loss=0.716, pair=0.014, adv=3.319, sprd=0.026]
Ep 030/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:46,  1.41it/s, loss=0.697, pair=0.003, adv=3.519, sprd=0.025]
Ep 030/60 [S2:+mat]:  80%|██▍| 268/333 [03:03<00:44,  1.48it/s, loss=0.697, pair=0.003, adv=3.519, sprd=0.025]
Ep 030/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:44,  1.48it/s, loss=0.707, pair=0.022, adv=3.605, sprd=0.024]
Ep 030/60 [S2:+mat]:  81%|██▍| 269/333 [03:04<00:44,  1.43it/s, loss=0.707, pair=0.022, adv=3.605, sprd=0.024]
Ep 030/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:44,  1.43it/s, loss=0.695, pair=0.034, adv=3.484, sprd=0.023]
Ep 030/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:41,  1.51it/s, loss=0.695, pair=0.034, adv=3.484, sprd=0.023]
Ep 030/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:41,  1.51it/s, loss=0.714, pair=0.073, adv=3.701, sprd=0.020]
Ep 030/60 [S2:+mat]:  81%|██▍| 271/333 [03:05<00:42,  1.44it/s, loss=0.714, pair=0.073, adv=3.701, sprd=0.020]
Ep 030/60 [S2:+mat]:  81%|██▍| 271/333 [03:06<00:42,  1.44it/s, loss=0.690, pair=0.024, adv=3.414, sprd=0.022]
Ep 030/60 [S2:+mat]:  82%|██▍| 272/333 [03:06<00:40,  1.50it/s, loss=0.690, pair=0.024, adv=3.414, sprd=0.022]
Ep 030/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:40,  1.50it/s, loss=0.787, pair=0.013, adv=3.650, sprd=0.025]
Ep 030/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:41,  1.43it/s, loss=0.787, pair=0.013, adv=3.650, sprd=0.025]
Ep 030/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:41,  1.43it/s, loss=0.675, pair=0.009, adv=3.306, sprd=0.021]
Ep 030/60 [S2:+mat]:  82%|██▍| 274/333 [03:07<00:39,  1.50it/s, loss=0.675, pair=0.009, adv=3.306, sprd=0.021]
Ep 030/60 [S2:+mat]:  82%|██▍| 274/333 [03:08<00:39,  1.50it/s, loss=0.703, pair=0.029, adv=3.261, sprd=0.025]
Ep 030/60 [S2:+mat]:  83%|██▍| 275/333 [03:08<00:42,  1.38it/s, loss=0.703, pair=0.029, adv=3.261, sprd=0.025]
Ep 030/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:42,  1.38it/s, loss=0.707, pair=0.020, adv=3.605, sprd=0.030]
Ep 030/60 [S2:+mat]:  83%|██▍| 276/333 [03:09<00:39,  1.45it/s, loss=0.707, pair=0.020, adv=3.605, sprd=0.030]
Ep 030/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:39,  1.45it/s, loss=0.711, pair=0.007, adv=3.602, sprd=0.023]
Ep 030/60 [S2:+mat]:  83%|██▍| 277/333 [03:10<00:39,  1.40it/s, loss=0.711, pair=0.007, adv=3.602, sprd=0.023]
Ep 030/60 [S2:+mat]:  83%|██▍| 277/333 [03:10<00:39,  1.40it/s, loss=0.696, pair=0.016, adv=3.475, sprd=0.025]
Ep 030/60 [S2:+mat]:  83%|██▌| 278/333 [03:10<00:36,  1.49it/s, loss=0.696, pair=0.016, adv=3.475, sprd=0.025]
Ep 030/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:36,  1.49it/s, loss=0.716, pair=0.003, adv=3.808, sprd=0.028]
Ep 030/60 [S2:+mat]:  84%|██▌| 279/333 [03:11<00:38,  1.39it/s, loss=0.716, pair=0.003, adv=3.808, sprd=0.028]
Ep 030/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:38,  1.39it/s, loss=0.693, pair=0.002, adv=3.812, sprd=0.026]
Ep 030/60 [S2:+mat]:  84%|██▌| 280/333 [03:12<00:36,  1.47it/s, loss=0.693, pair=0.002, adv=3.812, sprd=0.026]
Ep 030/60 [S2:+mat]:  84%|██▌| 280/333 [03:12<00:36,  1.47it/s, loss=0.724, pair=0.060, adv=3.674, sprd=0.025]
Ep 030/60 [S2:+mat]:  84%|██▌| 281/333 [03:12<00:36,  1.42it/s, loss=0.724, pair=0.060, adv=3.674, sprd=0.025]
Ep 030/60 [S2:+mat]:  84%|██▌| 281/333 [03:13<00:36,  1.42it/s, loss=0.702, pair=0.014, adv=3.652, sprd=0.025]
Ep 030/60 [S2:+mat]:  85%|██▌| 282/333 [03:13<00:34,  1.49it/s, loss=0.702, pair=0.014, adv=3.652, sprd=0.025]
Ep 030/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.49it/s, loss=0.723, pair=0.010, adv=3.724, sprd=0.026]
Ep 030/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:34,  1.43it/s, loss=0.723, pair=0.010, adv=3.724, sprd=0.026]
Ep 030/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:34,  1.43it/s, loss=0.693, pair=0.018, adv=3.518, sprd=0.023]
Ep 030/60 [S2:+mat]:  85%|██▌| 284/333 [03:14<00:32,  1.51it/s, loss=0.693, pair=0.018, adv=3.518, sprd=0.023]
Ep 030/60 [S2:+mat]:  85%|██▌| 284/333 [03:15<00:32,  1.51it/s, loss=0.714, pair=0.019, adv=3.752, sprd=0.024]
Ep 030/60 [S2:+mat]:  86%|██▌| 285/333 [03:15<00:34,  1.39it/s, loss=0.714, pair=0.019, adv=3.752, sprd=0.024]
Ep 030/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:34,  1.39it/s, loss=0.695, pair=0.013, adv=4.001, sprd=0.023]
Ep 030/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:31,  1.47it/s, loss=0.695, pair=0.013, adv=4.001, sprd=0.023]
Ep 030/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:31,  1.47it/s, loss=0.744, pair=0.014, adv=3.638, sprd=0.033]
Ep 030/60 [S2:+mat]:  86%|██▌| 287/333 [03:16<00:32,  1.40it/s, loss=0.744, pair=0.014, adv=3.638, sprd=0.033]
Ep 030/60 [S2:+mat]:  86%|██▌| 287/333 [03:17<00:32,  1.40it/s, loss=0.682, pair=0.003, adv=3.652, sprd=0.022]
Ep 030/60 [S2:+mat]:  86%|██▌| 288/333 [03:17<00:30,  1.49it/s, loss=0.682, pair=0.003, adv=3.652, sprd=0.022]
Ep 030/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:30,  1.49it/s, loss=0.680, pair=0.001, adv=3.389, sprd=0.021]
Ep 030/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:30,  1.43it/s, loss=0.680, pair=0.001, adv=3.389, sprd=0.021]
Ep 030/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:30,  1.43it/s, loss=0.695, pair=0.011, adv=3.646, sprd=0.024]
Ep 030/60 [S2:+mat]:  87%|██▌| 290/333 [03:18<00:28,  1.49it/s, loss=0.695, pair=0.011, adv=3.646, sprd=0.024]
Ep 030/60 [S2:+mat]:  87%|██▌| 290/333 [03:19<00:28,  1.49it/s, loss=0.714, pair=0.005, adv=3.717, sprd=0.029]
Ep 030/60 [S2:+mat]:  87%|██▌| 291/333 [03:19<00:30,  1.37it/s, loss=0.714, pair=0.005, adv=3.717, sprd=0.029]
Ep 030/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:30,  1.37it/s, loss=0.695, pair=0.014, adv=3.811, sprd=0.023]
Ep 030/60 [S2:+mat]:  88%|██▋| 292/333 [03:20<00:28,  1.45it/s, loss=0.695, pair=0.014, adv=3.811, sprd=0.023]
Ep 030/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:28,  1.45it/s, loss=0.697, pair=0.047, adv=3.800, sprd=0.022]
Ep 030/60 [S2:+mat]:  88%|██▋| 293/333 [03:21<00:28,  1.42it/s, loss=0.697, pair=0.047, adv=3.800, sprd=0.022]
Ep 030/60 [S2:+mat]:  88%|██▋| 293/333 [03:21<00:28,  1.42it/s, loss=0.677, pair=0.036, adv=3.568, sprd=0.018]
Ep 030/60 [S2:+mat]:  88%|██▋| 294/333 [03:21<00:25,  1.52it/s, loss=0.677, pair=0.036, adv=3.568, sprd=0.018]
Ep 030/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:25,  1.52it/s, loss=0.715, pair=0.014, adv=3.706, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 295/333 [03:22<00:26,  1.44it/s, loss=0.715, pair=0.014, adv=3.706, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.44it/s, loss=0.681, pair=0.041, adv=3.633, sprd=0.019]
Ep 030/60 [S2:+mat]:  89%|██▋| 296/333 [03:23<00:24,  1.52it/s, loss=0.681, pair=0.041, adv=3.633, sprd=0.019]
Ep 030/60 [S2:+mat]:  89%|██▋| 296/333 [03:23<00:24,  1.52it/s, loss=0.736, pair=0.033, adv=3.752, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 297/333 [03:23<00:24,  1.46it/s, loss=0.736, pair=0.033, adv=3.752, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:24,  1.46it/s, loss=0.718, pair=0.091, adv=3.473, sprd=0.023]
Ep 030/60 [S2:+mat]:  89%|██▋| 298/333 [03:24<00:22,  1.53it/s, loss=0.718, pair=0.091, adv=3.473, sprd=0.023]
Ep 030/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:22,  1.53it/s, loss=0.718, pair=0.029, adv=3.354, sprd=0.022]
Ep 030/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.46it/s, loss=0.718, pair=0.029, adv=3.354, sprd=0.022]
Ep 030/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.46it/s, loss=0.676, pair=0.022, adv=3.431, sprd=0.018]
Ep 030/60 [S2:+mat]:  90%|██▋| 300/333 [03:25<00:21,  1.53it/s, loss=0.676, pair=0.022, adv=3.431, sprd=0.018]
Ep 030/60 [S2:+mat]:  90%|██▋| 300/333 [03:26<00:21,  1.53it/s, loss=0.692, pair=0.014, adv=3.537, sprd=0.022]
Ep 030/60 [S2:+mat]:  90%|██▋| 301/333 [03:26<00:21,  1.46it/s, loss=0.692, pair=0.014, adv=3.537, sprd=0.022]
Ep 030/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:21,  1.46it/s, loss=0.723, pair=0.029, adv=3.630, sprd=0.032]
Ep 030/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:20,  1.50it/s, loss=0.723, pair=0.029, adv=3.630, sprd=0.032]
Ep 030/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:20,  1.50it/s, loss=0.716, pair=0.011, adv=3.678, sprd=0.025]
Ep 030/60 [S2:+mat]:  91%|██▋| 303/333 [03:27<00:20,  1.43it/s, loss=0.716, pair=0.011, adv=3.678, sprd=0.025]
Ep 030/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:20,  1.43it/s, loss=0.698, pair=0.018, adv=3.354, sprd=0.025]
Ep 030/60 [S2:+mat]:  91%|██▋| 304/333 [03:28<00:19,  1.48it/s, loss=0.698, pair=0.018, adv=3.354, sprd=0.025]
Ep 030/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.48it/s, loss=0.682, pair=0.011, adv=3.385, sprd=0.017]
Ep 030/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:20,  1.37it/s, loss=0.682, pair=0.011, adv=3.385, sprd=0.017]
Ep 030/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:20,  1.37it/s, loss=0.686, pair=0.019, adv=3.840, sprd=0.023]
Ep 030/60 [S2:+mat]:  92%|██▊| 306/333 [03:29<00:18,  1.46it/s, loss=0.686, pair=0.019, adv=3.840, sprd=0.023]
Ep 030/60 [S2:+mat]:  92%|██▊| 306/333 [03:30<00:18,  1.46it/s, loss=0.746, pair=0.026, adv=3.543, sprd=0.034]
Ep 030/60 [S2:+mat]:  92%|██▊| 307/333 [03:30<00:18,  1.39it/s, loss=0.746, pair=0.026, adv=3.543, sprd=0.034]
Ep 030/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:18,  1.39it/s, loss=0.695, pair=0.028, adv=3.424, sprd=0.022]
Ep 030/60 [S2:+mat]:  92%|██▊| 308/333 [03:31<00:16,  1.47it/s, loss=0.695, pair=0.028, adv=3.424, sprd=0.022]
Ep 030/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.47it/s, loss=0.703, pair=0.023, adv=3.505, sprd=0.024]
Ep 030/60 [S2:+mat]:  93%|██▊| 309/333 [03:32<00:16,  1.41it/s, loss=0.703, pair=0.023, adv=3.505, sprd=0.024]
Ep 030/60 [S2:+mat]:  93%|██▊| 309/333 [03:32<00:16,  1.41it/s, loss=0.687, pair=0.004, adv=3.587, sprd=0.023]
Ep 030/60 [S2:+mat]:  93%|██▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.687, pair=0.004, adv=3.587, sprd=0.023]
Ep 030/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.696, pair=0.027, adv=3.432, sprd=0.019]
Ep 030/60 [S2:+mat]:  93%|██▊| 311/333 [03:33<00:15,  1.40it/s, loss=0.696, pair=0.027, adv=3.432, sprd=0.019]
Ep 030/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.40it/s, loss=0.698, pair=0.061, adv=3.650, sprd=0.020]
Ep 030/60 [S2:+mat]:  94%|██▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.698, pair=0.061, adv=3.650, sprd=0.020]
Ep 030/60 [S2:+mat]:  94%|██▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.777, pair=0.055, adv=3.391, sprd=0.020]
Ep 030/60 [S2:+mat]:  94%|██▊| 313/333 [03:34<00:13,  1.45it/s, loss=0.777, pair=0.055, adv=3.391, sprd=0.020]
Ep 030/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:13,  1.45it/s, loss=0.695, pair=0.030, adv=3.437, sprd=0.024]
Ep 030/60 [S2:+mat]:  94%|██▊| 314/333 [03:35<00:12,  1.51it/s, loss=0.695, pair=0.030, adv=3.437, sprd=0.024]
Ep 030/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.51it/s, loss=0.697, pair=0.015, adv=3.524, sprd=0.021]
Ep 030/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.39it/s, loss=0.697, pair=0.015, adv=3.524, sprd=0.021]
Ep 030/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.39it/s, loss=0.724, pair=0.021, adv=3.520, sprd=0.032]
Ep 030/60 [S2:+mat]:  95%|██▊| 316/333 [03:36<00:11,  1.46it/s, loss=0.724, pair=0.021, adv=3.520, sprd=0.032]
Ep 030/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.46it/s, loss=0.704, pair=0.003, adv=3.725, sprd=0.023]
Ep 030/60 [S2:+mat]:  95%|██▊| 317/333 [03:37<00:11,  1.36it/s, loss=0.704, pair=0.003, adv=3.725, sprd=0.023]
Ep 030/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.36it/s, loss=0.692, pair=0.036, adv=3.318, sprd=0.022]
Ep 030/60 [S2:+mat]:  95%|██▊| 318/333 [03:38<00:10,  1.46it/s, loss=0.692, pair=0.036, adv=3.318, sprd=0.022]
Ep 030/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.46it/s, loss=0.706, pair=0.012, adv=3.539, sprd=0.022]
Ep 030/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.41it/s, loss=0.706, pair=0.012, adv=3.539, sprd=0.022]
Ep 030/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.41it/s, loss=0.690, pair=0.021, adv=3.563, sprd=0.025]
Ep 030/60 [S2:+mat]:  96%|██▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.690, pair=0.021, adv=3.563, sprd=0.025]
Ep 030/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.708, pair=0.004, adv=3.458, sprd=0.023]
Ep 030/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.41it/s, loss=0.708, pair=0.004, adv=3.458, sprd=0.023]
Ep 030/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.41it/s, loss=0.683, pair=0.007, adv=3.556, sprd=0.020]
Ep 030/60 [S2:+mat]:  97%|██▉| 322/333 [03:40<00:07,  1.48it/s, loss=0.683, pair=0.007, adv=3.556, sprd=0.020]
Ep 030/60 [S2:+mat]:  97%|██▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.718, pair=0.015, adv=3.467, sprd=0.027]
Ep 030/60 [S2:+mat]:  97%|██▉| 323/333 [03:41<00:07,  1.39it/s, loss=0.718, pair=0.015, adv=3.467, sprd=0.027]
Ep 030/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:07,  1.39it/s, loss=0.707, pair=0.025, adv=3.839, sprd=0.027]
Ep 030/60 [S2:+mat]:  97%|██▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.707, pair=0.025, adv=3.839, sprd=0.027]
Ep 030/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.697, pair=0.008, adv=3.593, sprd=0.027]
Ep 030/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.42it/s, loss=0.697, pair=0.008, adv=3.593, sprd=0.027]
Ep 030/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.42it/s, loss=0.704, pair=0.004, adv=3.686, sprd=0.025]
Ep 030/60 [S2:+mat]:  98%|██▉| 326/333 [03:43<00:04,  1.48it/s, loss=0.704, pair=0.004, adv=3.686, sprd=0.025]
Ep 030/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.683, pair=0.023, adv=3.280, sprd=0.020]
Ep 030/60 [S2:+mat]:  98%|██▉| 327/333 [03:44<00:04,  1.44it/s, loss=0.683, pair=0.023, adv=3.280, sprd=0.020]
Ep 030/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.702, pair=0.011, adv=3.655, sprd=0.026]
Ep 030/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.702, pair=0.011, adv=3.655, sprd=0.026]
Ep 030/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.724, pair=0.023, adv=3.801, sprd=0.030]
Ep 030/60 [S2:+mat]:  99%|██▉| 329/333 [03:45<00:02,  1.36it/s, loss=0.724, pair=0.023, adv=3.801, sprd=0.030]
Ep 030/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.36it/s, loss=0.707, pair=0.005, adv=3.609, sprd=0.027]
Ep 030/60 [S2:+mat]:  99%|██▉| 330/333 [03:46<00:02,  1.44it/s, loss=0.707, pair=0.005, adv=3.609, sprd=0.027]
Ep 030/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.44it/s, loss=0.764, pair=0.003, adv=3.799, sprd=0.022]
Ep 030/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.40it/s, loss=0.764, pair=0.003, adv=3.799, sprd=0.022]
Ep 030/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.40it/s, loss=0.697, pair=0.007, adv=3.814, sprd=0.027]
Ep 030/60 [S2:+mat]: 100%|██▉| 332/333 [03:47<00:00,  1.46it/s, loss=0.697, pair=0.007, adv=3.814, sprd=0.027]
Ep 030/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.46it/s, loss=0.715, pair=0.021, adv=3.607, sprd=0.022]
Ep 030/60 [S2:+mat]: 100%|███| 333/333 [03:48<00:00,  1.38it/s, loss=0.715, pair=0.021, adv=3.607, sprd=0.022]
                                                                                                              
Epoch 030/60 [S2:+mat]  loss=0.7072  mat=0.2359  sens=1.0381  pair=0.0300  adv=3.6771(rand=3.37)  deg=0.0156  orth=0.0031  spread=0.0239  q_mean=49.7  q_std=14.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.50e-05  229s

Ep 031/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 031/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.686, pair=0.006, adv=3.606, sprd=0.019]
Ep 031/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:33,  1.18s/it, loss=0.686, pair=0.006, adv=3.606, sprd=0.019]
Ep 031/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:33,  1.18s/it, loss=0.730, pair=0.040, adv=3.565, sprd=0.031]
Ep 031/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:34,  1.20it/s, loss=0.730, pair=0.040, adv=3.565, sprd=0.031]
Ep 031/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:34,  1.20it/s, loss=0.707, pair=0.005, adv=3.807, sprd=0.024]
Ep 031/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:30,  1.22it/s, loss=0.707, pair=0.005, adv=3.807, sprd=0.024]
Ep 031/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:30,  1.22it/s, loss=0.686, pair=0.013, adv=3.365, sprd=0.020]
Ep 031/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:58,  1.38it/s, loss=0.686, pair=0.013, adv=3.365, sprd=0.020]
Ep 031/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:58,  1.38it/s, loss=0.808, pair=0.058, adv=3.748, sprd=0.028]
Ep 031/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:03,  1.35it/s, loss=0.808, pair=0.058, adv=3.748, sprd=0.028]
Ep 031/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:03,  1.35it/s, loss=0.721, pair=0.025, adv=3.798, sprd=0.026]
Ep 031/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:48,  1.43it/s, loss=0.721, pair=0.025, adv=3.798, sprd=0.026]
Ep 031/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:48,  1.43it/s, loss=0.733, pair=0.023, adv=3.670, sprd=0.031]
Ep 031/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:57,  1.37it/s, loss=0.733, pair=0.023, adv=3.670, sprd=0.031]
Ep 031/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:57,  1.37it/s, loss=0.701, pair=0.008, adv=3.673, sprd=0.024]
Ep 031/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:44,  1.45it/s, loss=0.701, pair=0.008, adv=3.673, sprd=0.024]
Ep 031/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:44,  1.45it/s, loss=0.685, pair=0.017, adv=3.607, sprd=0.020]
Ep 031/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:52,  1.39it/s, loss=0.685, pair=0.017, adv=3.607, sprd=0.020]
Ep 031/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:52,  1.39it/s, loss=0.699, pair=0.022, adv=3.493, sprd=0.022]
Ep 031/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:40,  1.47it/s, loss=0.699, pair=0.022, adv=3.493, sprd=0.022]
Ep 031/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:40,  1.47it/s, loss=0.684, pair=0.012, adv=3.564, sprd=0.021]
Ep 031/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.684, pair=0.012, adv=3.564, sprd=0.021]
Ep 031/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:45,  1.43it/s, loss=0.692, pair=0.021, adv=3.877, sprd=0.024]
Ep 031/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:33,  1.50it/s, loss=0.692, pair=0.021, adv=3.877, sprd=0.024]
Ep 031/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:33,  1.50it/s, loss=0.730, pair=0.035, adv=3.475, sprd=0.027]
Ep 031/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:49,  1.39it/s, loss=0.730, pair=0.035, adv=3.475, sprd=0.027]
Ep 031/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:49,  1.39it/s, loss=0.698, pair=0.023, adv=3.840, sprd=0.022]
Ep 031/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:36,  1.48it/s, loss=0.698, pair=0.023, adv=3.840, sprd=0.022]
Ep 031/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:36,  1.48it/s, loss=0.719, pair=0.019, adv=3.665, sprd=0.025]
Ep 031/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:43,  1.42it/s, loss=0.719, pair=0.019, adv=3.665, sprd=0.025]
Ep 031/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:43,  1.42it/s, loss=0.681, pair=0.003, adv=3.682, sprd=0.019]
Ep 031/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:33,  1.49it/s, loss=0.681, pair=0.003, adv=3.682, sprd=0.019]
Ep 031/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:33,  1.49it/s, loss=0.689, pair=0.024, adv=3.529, sprd=0.019]
Ep 031/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:44,  1.41it/s, loss=0.689, pair=0.024, adv=3.529, sprd=0.019]
Ep 031/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:44,  1.41it/s, loss=0.713, pair=0.017, adv=3.805, sprd=0.029]
Ep 031/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:31,  1.49it/s, loss=0.713, pair=0.017, adv=3.805, sprd=0.029]
Ep 031/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:31,  1.49it/s, loss=0.686, pair=0.018, adv=3.640, sprd=0.018]
Ep 031/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:39,  1.43it/s, loss=0.686, pair=0.018, adv=3.640, sprd=0.018]
Ep 031/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:39,  1.43it/s, loss=0.708, pair=0.009, adv=3.631, sprd=0.028]
Ep 031/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:29,  1.50it/s, loss=0.708, pair=0.009, adv=3.631, sprd=0.028]
Ep 031/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:29,  1.50it/s, loss=0.700, pair=0.004, adv=3.685, sprd=0.024]
Ep 031/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:37,  1.43it/s, loss=0.700, pair=0.004, adv=3.685, sprd=0.024]
Ep 031/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:37,  1.43it/s, loss=0.713, pair=0.008, adv=3.990, sprd=0.031]
Ep 031/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:30,  1.48it/s, loss=0.713, pair=0.008, adv=3.990, sprd=0.031]
Ep 031/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:30,  1.48it/s, loss=0.704, pair=0.022, adv=3.669, sprd=0.022]
Ep 031/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:32,  1.46it/s, loss=0.704, pair=0.022, adv=3.669, sprd=0.022]
Ep 031/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:32,  1.46it/s, loss=0.679, pair=0.027, adv=3.467, sprd=0.020]
Ep 031/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:23,  1.52it/s, loss=0.679, pair=0.027, adv=3.467, sprd=0.020]
Ep 031/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:23,  1.52it/s, loss=0.774, pair=0.026, adv=3.559, sprd=0.021]
Ep 031/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:30,  1.46it/s, loss=0.774, pair=0.026, adv=3.559, sprd=0.021]
Ep 031/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:30,  1.46it/s, loss=0.699, pair=0.020, adv=4.248, sprd=0.026]
Ep 031/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:24,  1.50it/s, loss=0.699, pair=0.020, adv=4.248, sprd=0.026]
Ep 031/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:24,  1.50it/s, loss=0.740, pair=0.060, adv=3.523, sprd=0.027]
Ep 031/60 [S2:+mat]:   8%|▎   | 27/333 [00:18<03:32,  1.44it/s, loss=0.740, pair=0.060, adv=3.523, sprd=0.027]
Ep 031/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:32,  1.44it/s, loss=0.702, pair=0.069, adv=3.730, sprd=0.023]
Ep 031/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:21,  1.51it/s, loss=0.702, pair=0.069, adv=3.730, sprd=0.023]
Ep 031/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:21,  1.51it/s, loss=0.707, pair=0.031, adv=3.913, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:31,  1.44it/s, loss=0.707, pair=0.031, adv=3.913, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:31,  1.44it/s, loss=0.696, pair=0.024, adv=3.636, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:21,  1.50it/s, loss=0.696, pair=0.024, adv=3.636, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:21,  1.50it/s, loss=0.716, pair=0.001, adv=3.853, sprd=0.027]
Ep 031/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:32,  1.42it/s, loss=0.716, pair=0.001, adv=3.853, sprd=0.027]
Ep 031/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:32,  1.42it/s, loss=0.681, pair=0.018, adv=3.710, sprd=0.023]
Ep 031/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:21,  1.49it/s, loss=0.681, pair=0.018, adv=3.710, sprd=0.023]
Ep 031/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:21,  1.49it/s, loss=0.721, pair=0.040, adv=3.668, sprd=0.027]
Ep 031/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:35,  1.39it/s, loss=0.721, pair=0.040, adv=3.668, sprd=0.027]
Ep 031/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:35,  1.39it/s, loss=0.708, pair=0.048, adv=3.581, sprd=0.024]
Ep 031/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:22,  1.48it/s, loss=0.708, pair=0.048, adv=3.581, sprd=0.024]
Ep 031/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:22,  1.48it/s, loss=0.695, pair=0.022, adv=3.433, sprd=0.018]
Ep 031/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:31,  1.41it/s, loss=0.695, pair=0.022, adv=3.433, sprd=0.018]
Ep 031/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:31,  1.41it/s, loss=0.676, pair=0.011, adv=3.553, sprd=0.020]
Ep 031/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:16,  1.51it/s, loss=0.676, pair=0.011, adv=3.553, sprd=0.020]
Ep 031/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:16,  1.51it/s, loss=0.700, pair=0.050, adv=3.867, sprd=0.021]
Ep 031/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:27,  1.43it/s, loss=0.700, pair=0.050, adv=3.867, sprd=0.021]
Ep 031/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:27,  1.43it/s, loss=0.724, pair=0.029, adv=3.895, sprd=0.030]
Ep 031/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:20,  1.47it/s, loss=0.724, pair=0.029, adv=3.895, sprd=0.030]
Ep 031/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:20,  1.47it/s, loss=0.714, pair=0.053, adv=3.511, sprd=0.022]
Ep 031/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:23,  1.44it/s, loss=0.714, pair=0.053, adv=3.511, sprd=0.022]
Ep 031/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:23,  1.44it/s, loss=0.698, pair=0.012, adv=3.754, sprd=0.027]
Ep 031/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:15,  1.50it/s, loss=0.698, pair=0.012, adv=3.754, sprd=0.027]
Ep 031/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:15,  1.50it/s, loss=0.698, pair=0.018, adv=3.657, sprd=0.023]
Ep 031/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:24,  1.42it/s, loss=0.698, pair=0.018, adv=3.657, sprd=0.023]
Ep 031/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:24,  1.42it/s, loss=0.692, pair=0.004, adv=3.915, sprd=0.025]
Ep 031/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:13,  1.50it/s, loss=0.692, pair=0.004, adv=3.915, sprd=0.025]
Ep 031/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:13,  1.50it/s, loss=0.705, pair=0.017, adv=3.903, sprd=0.024]
Ep 031/60 [S2:+mat]:  13%|▌   | 43/333 [00:29<03:21,  1.44it/s, loss=0.705, pair=0.017, adv=3.903, sprd=0.024]
Ep 031/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:21,  1.44it/s, loss=0.704, pair=0.008, adv=4.013, sprd=0.026]
Ep 031/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:12,  1.50it/s, loss=0.704, pair=0.008, adv=4.013, sprd=0.026]
Ep 031/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:12,  1.50it/s, loss=0.720, pair=0.018, adv=3.787, sprd=0.025]
Ep 031/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:22,  1.42it/s, loss=0.720, pair=0.018, adv=3.787, sprd=0.025]
Ep 031/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:22,  1.42it/s, loss=0.709, pair=0.013, adv=3.802, sprd=0.029]
Ep 031/60 [S2:+mat]:  14%|▌   | 46/333 [00:31<03:14,  1.48it/s, loss=0.709, pair=0.013, adv=3.802, sprd=0.029]
Ep 031/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:14,  1.48it/s, loss=0.658, pair=0.001, adv=3.128, sprd=0.021]
Ep 031/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:21,  1.42it/s, loss=0.658, pair=0.001, adv=3.128, sprd=0.021]
Ep 031/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:21,  1.42it/s, loss=0.681, pair=0.003, adv=3.702, sprd=0.021]
Ep 031/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:09,  1.50it/s, loss=0.681, pair=0.003, adv=3.702, sprd=0.021]
Ep 031/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:09,  1.50it/s, loss=0.721, pair=0.020, adv=3.518, sprd=0.028]
Ep 031/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:19,  1.42it/s, loss=0.721, pair=0.020, adv=3.518, sprd=0.028]
Ep 031/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:19,  1.42it/s, loss=0.684, pair=0.005, adv=3.705, sprd=0.023]
Ep 031/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:07,  1.51it/s, loss=0.684, pair=0.005, adv=3.705, sprd=0.023]
Ep 031/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:07,  1.51it/s, loss=0.657, pair=0.013, adv=3.189, sprd=0.016]
Ep 031/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:13,  1.46it/s, loss=0.657, pair=0.013, adv=3.189, sprd=0.016]
Ep 031/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:13,  1.46it/s, loss=0.694, pair=0.019, adv=3.747, sprd=0.025]
Ep 031/60 [S2:+mat]:  16%|▌   | 52/333 [00:35<03:04,  1.52it/s, loss=0.694, pair=0.019, adv=3.747, sprd=0.025]
Ep 031/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:04,  1.52it/s, loss=0.704, pair=0.014, adv=3.989, sprd=0.026]
Ep 031/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:09,  1.48it/s, loss=0.704, pair=0.014, adv=3.989, sprd=0.026]
Ep 031/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:09,  1.48it/s, loss=0.702, pair=0.011, adv=4.280, sprd=0.028]
Ep 031/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:03,  1.52it/s, loss=0.702, pair=0.011, adv=4.280, sprd=0.028]
Ep 031/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:03,  1.52it/s, loss=0.694, pair=0.046, adv=3.567, sprd=0.016]
Ep 031/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:10,  1.46it/s, loss=0.694, pair=0.046, adv=3.567, sprd=0.016]
Ep 031/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:10,  1.46it/s, loss=0.667, pair=0.023, adv=3.359, sprd=0.018]
Ep 031/60 [S2:+mat]:  17%|▋   | 56/333 [00:38<03:02,  1.52it/s, loss=0.667, pair=0.023, adv=3.359, sprd=0.018]
Ep 031/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:02,  1.52it/s, loss=0.725, pair=0.005, adv=4.090, sprd=0.031]
Ep 031/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:09,  1.45it/s, loss=0.725, pair=0.005, adv=4.090, sprd=0.031]
Ep 031/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:09,  1.45it/s, loss=0.696, pair=0.029, adv=3.817, sprd=0.022]
Ep 031/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:02,  1.51it/s, loss=0.696, pair=0.029, adv=3.817, sprd=0.022]
Ep 031/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:02,  1.51it/s, loss=0.684, pair=0.007, adv=3.659, sprd=0.020]
Ep 031/60 [S2:+mat]:  18%|▋   | 59/333 [00:40<03:07,  1.46it/s, loss=0.684, pair=0.007, adv=3.659, sprd=0.020]
Ep 031/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:07,  1.46it/s, loss=0.686, pair=0.011, adv=4.057, sprd=0.024]
Ep 031/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:00,  1.52it/s, loss=0.686, pair=0.011, adv=4.057, sprd=0.024]
Ep 031/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:00,  1.52it/s, loss=0.725, pair=0.042, adv=3.716, sprd=0.028]
Ep 031/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:10,  1.43it/s, loss=0.725, pair=0.042, adv=3.716, sprd=0.028]
Ep 031/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:10,  1.43it/s, loss=0.686, pair=0.015, adv=3.963, sprd=0.022]
Ep 031/60 [S2:+mat]:  19%|▋   | 62/333 [00:42<03:01,  1.50it/s, loss=0.686, pair=0.015, adv=3.963, sprd=0.022]
Ep 031/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:01,  1.50it/s, loss=0.683, pair=0.011, adv=3.990, sprd=0.022]
Ep 031/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:09,  1.43it/s, loss=0.683, pair=0.011, adv=3.990, sprd=0.022]
Ep 031/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:09,  1.43it/s, loss=0.684, pair=0.005, adv=4.000, sprd=0.023]
Ep 031/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:01,  1.48it/s, loss=0.684, pair=0.005, adv=4.000, sprd=0.023]
Ep 031/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:01,  1.48it/s, loss=0.703, pair=0.013, adv=3.783, sprd=0.023]
Ep 031/60 [S2:+mat]:  20%|▊   | 65/333 [00:44<03:06,  1.44it/s, loss=0.703, pair=0.013, adv=3.783, sprd=0.023]
Ep 031/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:06,  1.44it/s, loss=0.668, pair=0.006, adv=3.888, sprd=0.018]
Ep 031/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:58,  1.50it/s, loss=0.668, pair=0.006, adv=3.888, sprd=0.018]
Ep 031/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:58,  1.50it/s, loss=0.727, pair=0.017, adv=4.005, sprd=0.030]
Ep 031/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:09,  1.40it/s, loss=0.727, pair=0.017, adv=4.005, sprd=0.030]
Ep 031/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:09,  1.40it/s, loss=0.707, pair=0.078, adv=3.960, sprd=0.022]
Ep 031/60 [S2:+mat]:  20%|▊   | 68/333 [00:46<03:00,  1.47it/s, loss=0.707, pair=0.078, adv=3.960, sprd=0.022]
Ep 031/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<03:00,  1.47it/s, loss=0.711, pair=0.003, adv=3.702, sprd=0.024]
Ep 031/60 [S2:+mat]:  21%|▊   | 69/333 [00:47<03:10,  1.39it/s, loss=0.711, pair=0.003, adv=3.702, sprd=0.024]
Ep 031/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:10,  1.39it/s, loss=0.684, pair=0.048, adv=3.478, sprd=0.018]
Ep 031/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:58,  1.47it/s, loss=0.684, pair=0.048, adv=3.478, sprd=0.018]
Ep 031/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:58,  1.47it/s, loss=0.773, pair=0.017, adv=3.788, sprd=0.025]
Ep 031/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:03,  1.43it/s, loss=0.773, pair=0.017, adv=3.788, sprd=0.025]
Ep 031/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:03,  1.43it/s, loss=0.691, pair=0.015, adv=3.920, sprd=0.023]
Ep 031/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:56,  1.48it/s, loss=0.691, pair=0.015, adv=3.920, sprd=0.023]
Ep 031/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:56,  1.48it/s, loss=0.701, pair=0.009, adv=3.991, sprd=0.024]
Ep 031/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:01,  1.43it/s, loss=0.701, pair=0.009, adv=3.991, sprd=0.024]
Ep 031/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:01,  1.43it/s, loss=0.712, pair=0.045, adv=3.620, sprd=0.025]
Ep 031/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:53,  1.49it/s, loss=0.712, pair=0.045, adv=3.620, sprd=0.025]
Ep 031/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:53,  1.49it/s, loss=0.707, pair=0.041, adv=3.827, sprd=0.023]
Ep 031/60 [S2:+mat]:  23%|▉   | 75/333 [00:51<03:01,  1.42it/s, loss=0.707, pair=0.041, adv=3.827, sprd=0.023]
Ep 031/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:01,  1.42it/s, loss=0.703, pair=0.014, adv=4.120, sprd=0.027]
Ep 031/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:54,  1.47it/s, loss=0.703, pair=0.014, adv=4.120, sprd=0.027]
Ep 031/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:54,  1.47it/s, loss=0.764, pair=0.052, adv=3.444, sprd=0.018]
Ep 031/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:58,  1.44it/s, loss=0.764, pair=0.052, adv=3.444, sprd=0.018]
Ep 031/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:58,  1.44it/s, loss=0.701, pair=0.016, adv=3.938, sprd=0.022]
Ep 031/60 [S2:+mat]:  23%|▉   | 78/333 [00:53<02:49,  1.50it/s, loss=0.701, pair=0.016, adv=3.938, sprd=0.022]
Ep 031/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:49,  1.50it/s, loss=0.743, pair=0.019, adv=4.201, sprd=0.034]
Ep 031/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<03:00,  1.40it/s, loss=0.743, pair=0.019, adv=4.201, sprd=0.034]
Ep 031/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:00,  1.40it/s, loss=0.691, pair=0.010, adv=4.282, sprd=0.026]
Ep 031/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:51,  1.48it/s, loss=0.691, pair=0.010, adv=4.282, sprd=0.026]
Ep 031/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:51,  1.48it/s, loss=0.700, pair=0.016, adv=4.039, sprd=0.024]
Ep 031/60 [S2:+mat]:  24%|▉   | 81/333 [00:55<02:59,  1.40it/s, loss=0.700, pair=0.016, adv=4.039, sprd=0.024]
Ep 031/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:59,  1.40it/s, loss=0.697, pair=0.040, adv=3.814, sprd=0.023]
Ep 031/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:51,  1.47it/s, loss=0.697, pair=0.040, adv=3.814, sprd=0.023]
Ep 031/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:51,  1.47it/s, loss=0.696, pair=0.005, adv=3.983, sprd=0.021]
Ep 031/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:58,  1.40it/s, loss=0.696, pair=0.005, adv=3.983, sprd=0.021]
Ep 031/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:58,  1.40it/s, loss=0.697, pair=0.023, adv=3.841, sprd=0.023]
Ep 031/60 [S2:+mat]:  25%|█   | 84/333 [00:57<02:48,  1.47it/s, loss=0.697, pair=0.023, adv=3.841, sprd=0.023]
Ep 031/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:48,  1.47it/s, loss=0.706, pair=0.016, adv=3.979, sprd=0.025]
Ep 031/60 [S2:+mat]:  26%|█   | 85/333 [00:58<02:52,  1.43it/s, loss=0.706, pair=0.016, adv=3.979, sprd=0.025]
Ep 031/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:52,  1.43it/s, loss=0.696, pair=0.017, adv=3.824, sprd=0.025]
Ep 031/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:47,  1.47it/s, loss=0.696, pair=0.017, adv=3.824, sprd=0.025]
Ep 031/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:47,  1.47it/s, loss=0.681, pair=0.007, adv=3.882, sprd=0.022]
Ep 031/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.681, pair=0.007, adv=3.882, sprd=0.022]
Ep 031/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.685, pair=0.008, adv=3.899, sprd=0.020]
Ep 031/60 [S2:+mat]:  26%|█   | 88/333 [01:00<02:43,  1.50it/s, loss=0.685, pair=0.008, adv=3.899, sprd=0.020]
Ep 031/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:43,  1.50it/s, loss=0.726, pair=0.002, adv=3.997, sprd=0.029]
Ep 031/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:51,  1.42it/s, loss=0.726, pair=0.002, adv=3.997, sprd=0.029]
Ep 031/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:51,  1.42it/s, loss=0.692, pair=0.006, adv=3.804, sprd=0.022]
Ep 031/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.49it/s, loss=0.692, pair=0.006, adv=3.804, sprd=0.022]
Ep 031/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.49it/s, loss=0.684, pair=0.006, adv=3.551, sprd=0.023]
Ep 031/60 [S2:+mat]:  27%|█   | 91/333 [01:02<02:47,  1.45it/s, loss=0.684, pair=0.006, adv=3.551, sprd=0.023]
Ep 031/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:47,  1.45it/s, loss=0.689, pair=0.005, adv=3.862, sprd=0.023]
Ep 031/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:39,  1.52it/s, loss=0.689, pair=0.005, adv=3.862, sprd=0.023]
Ep 031/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:39,  1.52it/s, loss=0.705, pair=0.004, adv=3.982, sprd=0.024]
Ep 031/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:47,  1.43it/s, loss=0.705, pair=0.004, adv=3.982, sprd=0.024]
Ep 031/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:47,  1.43it/s, loss=0.696, pair=0.010, adv=4.064, sprd=0.024]
Ep 031/60 [S2:+mat]:  28%|█▏  | 94/333 [01:04<02:40,  1.49it/s, loss=0.696, pair=0.010, adv=4.064, sprd=0.024]
Ep 031/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:40,  1.49it/s, loss=0.714, pair=0.026, adv=3.938, sprd=0.029]
Ep 031/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:46,  1.43it/s, loss=0.714, pair=0.026, adv=3.938, sprd=0.029]
Ep 031/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:46,  1.43it/s, loss=0.679, pair=0.033, adv=3.969, sprd=0.016]
Ep 031/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:38,  1.50it/s, loss=0.679, pair=0.033, adv=3.969, sprd=0.016]
Ep 031/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:38,  1.50it/s, loss=0.714, pair=0.036, adv=3.822, sprd=0.026]
Ep 031/60 [S2:+mat]:  29%|█▏  | 97/333 [01:06<02:44,  1.43it/s, loss=0.714, pair=0.036, adv=3.822, sprd=0.026]
Ep 031/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:44,  1.43it/s, loss=0.688, pair=0.021, adv=4.048, sprd=0.022]
Ep 031/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:36,  1.50it/s, loss=0.688, pair=0.021, adv=4.048, sprd=0.022]
Ep 031/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:36,  1.50it/s, loss=0.703, pair=0.020, adv=4.114, sprd=0.022]
Ep 031/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:42,  1.44it/s, loss=0.703, pair=0.020, adv=4.114, sprd=0.022]
Ep 031/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:42,  1.44it/s, loss=0.686, pair=0.040, adv=3.586, sprd=0.020]
Ep 031/60 [S2:+mat]:  30%|▉  | 100/333 [01:08<02:33,  1.51it/s, loss=0.686, pair=0.040, adv=3.586, sprd=0.020]
Ep 031/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:33,  1.51it/s, loss=0.782, pair=0.030, adv=3.696, sprd=0.025]
Ep 031/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:38,  1.47it/s, loss=0.782, pair=0.030, adv=3.696, sprd=0.025]
Ep 031/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:38,  1.47it/s, loss=0.694, pair=0.032, adv=3.612, sprd=0.024]
Ep 031/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:29,  1.54it/s, loss=0.694, pair=0.032, adv=3.612, sprd=0.024]
Ep 031/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:29,  1.54it/s, loss=0.708, pair=0.001, adv=3.812, sprd=0.027]
Ep 031/60 [S2:+mat]:  31%|▉  | 103/333 [01:10<02:36,  1.47it/s, loss=0.708, pair=0.001, adv=3.812, sprd=0.027]
Ep 031/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:36,  1.47it/s, loss=0.677, pair=0.001, adv=3.569, sprd=0.019]
Ep 031/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:28,  1.54it/s, loss=0.677, pair=0.001, adv=3.569, sprd=0.019]
Ep 031/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:28,  1.54it/s, loss=0.712, pair=0.036, adv=3.993, sprd=0.026]
Ep 031/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:35,  1.46it/s, loss=0.712, pair=0.036, adv=3.993, sprd=0.026]
Ep 031/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:35,  1.46it/s, loss=0.711, pair=0.005, adv=3.921, sprd=0.027]
Ep 031/60 [S2:+mat]:  32%|▉  | 106/333 [01:12<02:29,  1.51it/s, loss=0.711, pair=0.005, adv=3.921, sprd=0.027]
Ep 031/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:29,  1.51it/s, loss=0.729, pair=0.006, adv=4.059, sprd=0.030]
Ep 031/60 [S2:+mat]:  32%|▉  | 107/333 [01:13<02:43,  1.38it/s, loss=0.729, pair=0.006, adv=4.059, sprd=0.030]
Ep 031/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:43,  1.38it/s, loss=0.695, pair=0.007, adv=3.607, sprd=0.024]
Ep 031/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:34,  1.46it/s, loss=0.695, pair=0.007, adv=3.607, sprd=0.024]
Ep 031/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:34,  1.46it/s, loss=0.675, pair=0.006, adv=3.427, sprd=0.019]
Ep 031/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:41,  1.38it/s, loss=0.675, pair=0.006, adv=3.427, sprd=0.019]
Ep 031/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:41,  1.38it/s, loss=0.691, pair=0.013, adv=3.720, sprd=0.023]
Ep 031/60 [S2:+mat]:  33%|▉  | 110/333 [01:15<02:32,  1.46it/s, loss=0.691, pair=0.013, adv=3.720, sprd=0.023]
Ep 031/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:32,  1.46it/s, loss=0.704, pair=0.011, adv=3.895, sprd=0.026]
Ep 031/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:36,  1.42it/s, loss=0.704, pair=0.011, adv=3.895, sprd=0.026]
Ep 031/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:36,  1.42it/s, loss=0.698, pair=0.026, adv=3.907, sprd=0.021]
Ep 031/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:30,  1.47it/s, loss=0.698, pair=0.026, adv=3.907, sprd=0.021]
Ep 031/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:30,  1.47it/s, loss=0.690, pair=0.007, adv=3.965, sprd=0.025]
Ep 031/60 [S2:+mat]:  34%|█  | 113/333 [01:17<02:35,  1.41it/s, loss=0.690, pair=0.007, adv=3.965, sprd=0.025]
Ep 031/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:35,  1.41it/s, loss=0.695, pair=0.024, adv=3.626, sprd=0.024]
Ep 031/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:27,  1.48it/s, loss=0.695, pair=0.024, adv=3.626, sprd=0.024]
Ep 031/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:27,  1.48it/s, loss=0.707, pair=0.004, adv=3.631, sprd=0.025]
Ep 031/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:33,  1.42it/s, loss=0.707, pair=0.004, adv=3.631, sprd=0.025]
Ep 031/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:33,  1.42it/s, loss=0.693, pair=0.008, adv=3.807, sprd=0.027]
Ep 031/60 [S2:+mat]:  35%|█  | 116/333 [01:19<02:26,  1.48it/s, loss=0.693, pair=0.008, adv=3.807, sprd=0.027]
Ep 031/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:26,  1.48it/s, loss=0.717, pair=0.016, adv=4.092, sprd=0.025]
Ep 031/60 [S2:+mat]:  35%|█  | 117/333 [01:20<02:38,  1.37it/s, loss=0.717, pair=0.016, adv=4.092, sprd=0.025]
Ep 031/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:38,  1.37it/s, loss=0.712, pair=0.033, adv=3.715, sprd=0.029]
Ep 031/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:30,  1.43it/s, loss=0.712, pair=0.033, adv=3.715, sprd=0.029]
Ep 031/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:30,  1.43it/s, loss=0.679, pair=0.010, adv=3.519, sprd=0.018]
Ep 031/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:33,  1.39it/s, loss=0.679, pair=0.010, adv=3.519, sprd=0.018]
Ep 031/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:33,  1.39it/s, loss=0.706, pair=0.002, adv=3.484, sprd=0.027]
Ep 031/60 [S2:+mat]:  36%|█  | 120/333 [01:22<02:24,  1.47it/s, loss=0.706, pair=0.002, adv=3.484, sprd=0.027]
Ep 031/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:24,  1.47it/s, loss=0.692, pair=0.048, adv=3.587, sprd=0.019]
Ep 031/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:27,  1.43it/s, loss=0.692, pair=0.048, adv=3.587, sprd=0.019]
Ep 031/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:27,  1.43it/s, loss=0.703, pair=0.016, adv=3.726, sprd=0.023]
Ep 031/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:22,  1.48it/s, loss=0.703, pair=0.016, adv=3.726, sprd=0.023]
Ep 031/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:22,  1.48it/s, loss=0.716, pair=0.018, adv=3.893, sprd=0.026]
Ep 031/60 [S2:+mat]:  37%|█  | 123/333 [01:24<02:26,  1.44it/s, loss=0.716, pair=0.018, adv=3.893, sprd=0.026]
Ep 031/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:26,  1.44it/s, loss=0.671, pair=0.009, adv=3.537, sprd=0.019]
Ep 031/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:18,  1.50it/s, loss=0.671, pair=0.009, adv=3.537, sprd=0.019]
Ep 031/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:18,  1.50it/s, loss=0.700, pair=0.022, adv=3.738, sprd=0.021]
Ep 031/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:23,  1.45it/s, loss=0.700, pair=0.022, adv=3.738, sprd=0.021]
Ep 031/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:23,  1.45it/s, loss=0.685, pair=0.008, adv=3.489, sprd=0.023]
Ep 031/60 [S2:+mat]:  38%|█▏ | 126/333 [01:26<02:17,  1.51it/s, loss=0.685, pair=0.008, adv=3.489, sprd=0.023]
Ep 031/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:17,  1.51it/s, loss=0.733, pair=0.027, adv=4.016, sprd=0.030]
Ep 031/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:23,  1.44it/s, loss=0.733, pair=0.027, adv=4.016, sprd=0.030]
Ep 031/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:23,  1.44it/s, loss=0.690, pair=0.016, adv=3.515, sprd=0.021]
Ep 031/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.690, pair=0.016, adv=3.515, sprd=0.021]
Ep 031/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.701, pair=0.009, adv=3.388, sprd=0.022]
Ep 031/60 [S2:+mat]:  39%|█▏ | 129/333 [01:28<02:26,  1.39it/s, loss=0.701, pair=0.009, adv=3.388, sprd=0.022]
Ep 031/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:26,  1.39it/s, loss=0.680, pair=0.022, adv=3.611, sprd=0.020]
Ep 031/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:17,  1.47it/s, loss=0.680, pair=0.022, adv=3.611, sprd=0.020]
Ep 031/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:17,  1.47it/s, loss=0.693, pair=0.001, adv=3.685, sprd=0.022]
Ep 031/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:24,  1.40it/s, loss=0.693, pair=0.001, adv=3.685, sprd=0.022]
Ep 031/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:24,  1.40it/s, loss=0.696, pair=0.067, adv=3.885, sprd=0.022]
Ep 031/60 [S2:+mat]:  40%|█▏ | 132/333 [01:30<02:16,  1.47it/s, loss=0.696, pair=0.067, adv=3.885, sprd=0.022]
Ep 031/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:16,  1.47it/s, loss=0.718, pair=0.018, adv=3.939, sprd=0.026]
Ep 031/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:20,  1.43it/s, loss=0.718, pair=0.018, adv=3.939, sprd=0.026]
Ep 031/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:20,  1.43it/s, loss=0.672, pair=0.011, adv=3.646, sprd=0.021]
Ep 031/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:12,  1.50it/s, loss=0.672, pair=0.011, adv=3.646, sprd=0.021]
Ep 031/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:12,  1.50it/s, loss=0.691, pair=0.005, adv=3.810, sprd=0.022]
Ep 031/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:17,  1.43it/s, loss=0.691, pair=0.005, adv=3.810, sprd=0.022]
Ep 031/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:17,  1.43it/s, loss=0.707, pair=0.018, adv=4.000, sprd=0.027]
Ep 031/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:12,  1.49it/s, loss=0.707, pair=0.018, adv=4.000, sprd=0.027]
Ep 031/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.49it/s, loss=0.721, pair=0.076, adv=3.868, sprd=0.024]
Ep 031/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:16,  1.43it/s, loss=0.721, pair=0.076, adv=3.868, sprd=0.024]
Ep 031/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:16,  1.43it/s, loss=0.688, pair=0.055, adv=3.395, sprd=0.021]
Ep 031/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:10,  1.49it/s, loss=0.688, pair=0.055, adv=3.395, sprd=0.021]
Ep 031/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:10,  1.49it/s, loss=0.700, pair=0.056, adv=3.653, sprd=0.022]
Ep 031/60 [S2:+mat]:  42%|█▎ | 139/333 [01:35<02:13,  1.46it/s, loss=0.700, pair=0.056, adv=3.653, sprd=0.022]
Ep 031/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:13,  1.46it/s, loss=0.692, pair=0.032, adv=3.539, sprd=0.023]
Ep 031/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:05,  1.54it/s, loss=0.692, pair=0.032, adv=3.539, sprd=0.023]
Ep 031/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:05,  1.54it/s, loss=0.729, pair=0.030, adv=4.173, sprd=0.029]
Ep 031/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:13,  1.44it/s, loss=0.729, pair=0.030, adv=4.173, sprd=0.029]
Ep 031/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:13,  1.44it/s, loss=0.700, pair=0.017, adv=3.640, sprd=0.027]
Ep 031/60 [S2:+mat]:  43%|█▎ | 142/333 [01:37<02:07,  1.50it/s, loss=0.700, pair=0.017, adv=3.640, sprd=0.027]
Ep 031/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:07,  1.50it/s, loss=0.683, pair=0.020, adv=3.702, sprd=0.020]
Ep 031/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:14,  1.41it/s, loss=0.683, pair=0.020, adv=3.702, sprd=0.020]
Ep 031/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:14,  1.41it/s, loss=0.670, pair=0.053, adv=3.122, sprd=0.018]
Ep 031/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:04,  1.52it/s, loss=0.670, pair=0.053, adv=3.122, sprd=0.018]
Ep 031/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:04,  1.52it/s, loss=0.701, pair=0.022, adv=3.642, sprd=0.022]
Ep 031/60 [S2:+mat]:  44%|█▎ | 145/333 [01:39<02:10,  1.44it/s, loss=0.701, pair=0.022, adv=3.642, sprd=0.022]
Ep 031/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:10,  1.44it/s, loss=0.674, pair=0.007, adv=3.743, sprd=0.023]
Ep 031/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<02:02,  1.53it/s, loss=0.674, pair=0.007, adv=3.743, sprd=0.023]
Ep 031/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:02,  1.53it/s, loss=0.710, pair=0.005, adv=3.550, sprd=0.026]
Ep 031/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:12,  1.40it/s, loss=0.710, pair=0.005, adv=3.550, sprd=0.026]
Ep 031/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:12,  1.40it/s, loss=0.705, pair=0.013, adv=3.636, sprd=0.027]
Ep 031/60 [S2:+mat]:  44%|█▎ | 148/333 [01:41<02:04,  1.48it/s, loss=0.705, pair=0.013, adv=3.636, sprd=0.027]
Ep 031/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:04,  1.48it/s, loss=0.696, pair=0.002, adv=3.797, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:09,  1.42it/s, loss=0.696, pair=0.002, adv=3.797, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:09,  1.42it/s, loss=0.711, pair=0.030, adv=3.791, sprd=0.028]
Ep 031/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:03,  1.48it/s, loss=0.711, pair=0.030, adv=3.791, sprd=0.028]
Ep 031/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:03,  1.48it/s, loss=0.762, pair=0.010, adv=3.757, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:08,  1.42it/s, loss=0.762, pair=0.010, adv=3.757, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:08,  1.42it/s, loss=0.703, pair=0.012, adv=3.535, sprd=0.023]
Ep 031/60 [S2:+mat]:  46%|█▎ | 152/333 [01:44<02:02,  1.48it/s, loss=0.703, pair=0.012, adv=3.535, sprd=0.023]
Ep 031/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:02,  1.48it/s, loss=0.704, pair=0.009, adv=3.832, sprd=0.025]
Ep 031/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:05,  1.43it/s, loss=0.704, pair=0.009, adv=3.832, sprd=0.025]
Ep 031/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:05,  1.43it/s, loss=0.718, pair=0.012, adv=3.659, sprd=0.029]
Ep 031/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:00,  1.48it/s, loss=0.718, pair=0.012, adv=3.659, sprd=0.029]
Ep 031/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:00,  1.48it/s, loss=0.691, pair=0.039, adv=3.353, sprd=0.019]
Ep 031/60 [S2:+mat]:  47%|█▍ | 155/333 [01:46<02:06,  1.41it/s, loss=0.691, pair=0.039, adv=3.353, sprd=0.019]
Ep 031/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:06,  1.41it/s, loss=0.690, pair=0.009, adv=3.566, sprd=0.022]
Ep 031/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<01:59,  1.48it/s, loss=0.690, pair=0.009, adv=3.566, sprd=0.022]
Ep 031/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:59,  1.48it/s, loss=0.714, pair=0.015, adv=3.861, sprd=0.025]
Ep 031/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:06,  1.39it/s, loss=0.714, pair=0.015, adv=3.861, sprd=0.025]
Ep 031/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:06,  1.39it/s, loss=0.683, pair=0.009, adv=3.484, sprd=0.022]
Ep 031/60 [S2:+mat]:  47%|█▍ | 158/333 [01:48<01:57,  1.49it/s, loss=0.683, pair=0.009, adv=3.484, sprd=0.022]
Ep 031/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:57,  1.49it/s, loss=0.702, pair=0.006, adv=3.655, sprd=0.021]
Ep 031/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:07,  1.36it/s, loss=0.702, pair=0.006, adv=3.655, sprd=0.021]
Ep 031/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:07,  1.36it/s, loss=0.675, pair=0.006, adv=3.688, sprd=0.021]
Ep 031/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:59,  1.45it/s, loss=0.675, pair=0.006, adv=3.688, sprd=0.021]
Ep 031/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:59,  1.45it/s, loss=0.699, pair=0.008, adv=3.522, sprd=0.022]
Ep 031/60 [S2:+mat]:  48%|█▍ | 161/333 [01:50<02:01,  1.42it/s, loss=0.699, pair=0.008, adv=3.522, sprd=0.022]
Ep 031/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:01,  1.42it/s, loss=0.713, pair=0.003, adv=3.642, sprd=0.024]
Ep 031/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:56,  1.47it/s, loss=0.713, pair=0.003, adv=3.642, sprd=0.024]
Ep 031/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:56,  1.47it/s, loss=0.706, pair=0.019, adv=3.526, sprd=0.022]
Ep 031/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:00,  1.41it/s, loss=0.706, pair=0.019, adv=3.526, sprd=0.022]
Ep 031/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:00,  1.41it/s, loss=0.674, pair=0.021, adv=3.799, sprd=0.021]
Ep 031/60 [S2:+mat]:  49%|█▍ | 164/333 [01:52<01:52,  1.50it/s, loss=0.674, pair=0.021, adv=3.799, sprd=0.021]
Ep 031/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:52,  1.50it/s, loss=0.705, pair=0.012, adv=3.904, sprd=0.025]
Ep 031/60 [S2:+mat]:  50%|█▍ | 165/333 [01:53<01:56,  1.45it/s, loss=0.705, pair=0.012, adv=3.904, sprd=0.025]
Ep 031/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:56,  1.45it/s, loss=0.683, pair=0.001, adv=3.628, sprd=0.021]
Ep 031/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:50,  1.51it/s, loss=0.683, pair=0.001, adv=3.628, sprd=0.021]
Ep 031/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:50,  1.51it/s, loss=0.707, pair=0.011, adv=3.883, sprd=0.027]
Ep 031/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:53,  1.46it/s, loss=0.707, pair=0.011, adv=3.883, sprd=0.027]
Ep 031/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:53,  1.46it/s, loss=0.708, pair=0.001, adv=3.631, sprd=0.025]
Ep 031/60 [S2:+mat]:  50%|█▌ | 168/333 [01:55<01:48,  1.52it/s, loss=0.708, pair=0.001, adv=3.631, sprd=0.025]
Ep 031/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:48,  1.52it/s, loss=0.723, pair=0.003, adv=3.733, sprd=0.029]
Ep 031/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:54,  1.43it/s, loss=0.723, pair=0.003, adv=3.733, sprd=0.029]
Ep 031/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:54,  1.43it/s, loss=0.677, pair=0.007, adv=3.727, sprd=0.019]
Ep 031/60 [S2:+mat]:  51%|█▌ | 170/333 [01:56<01:47,  1.51it/s, loss=0.677, pair=0.007, adv=3.727, sprd=0.019]
Ep 031/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:47,  1.51it/s, loss=0.708, pair=0.004, adv=3.640, sprd=0.026]
Ep 031/60 [S2:+mat]:  51%|█▌ | 171/333 [01:57<01:51,  1.46it/s, loss=0.708, pair=0.004, adv=3.640, sprd=0.026]
Ep 031/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:51,  1.46it/s, loss=0.699, pair=0.021, adv=3.423, sprd=0.020]
Ep 031/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:44,  1.54it/s, loss=0.699, pair=0.021, adv=3.423, sprd=0.020]
Ep 031/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:44,  1.54it/s, loss=0.697, pair=0.013, adv=3.914, sprd=0.025]
Ep 031/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:49,  1.46it/s, loss=0.697, pair=0.013, adv=3.914, sprd=0.025]
Ep 031/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:49,  1.46it/s, loss=0.694, pair=0.011, adv=3.498, sprd=0.022]
Ep 031/60 [S2:+mat]:  52%|█▌ | 174/333 [01:59<01:43,  1.53it/s, loss=0.694, pair=0.011, adv=3.498, sprd=0.022]
Ep 031/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:43,  1.53it/s, loss=0.741, pair=0.068, adv=3.718, sprd=0.030]
Ep 031/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:47,  1.47it/s, loss=0.741, pair=0.068, adv=3.718, sprd=0.030]
Ep 031/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:47,  1.47it/s, loss=0.683, pair=0.051, adv=3.426, sprd=0.019]
Ep 031/60 [S2:+mat]:  53%|█▌ | 176/333 [02:00<01:40,  1.56it/s, loss=0.683, pair=0.051, adv=3.426, sprd=0.019]
Ep 031/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:40,  1.56it/s, loss=0.723, pair=0.033, adv=3.663, sprd=0.021]
Ep 031/60 [S2:+mat]:  53%|█▌ | 177/333 [02:01<01:46,  1.47it/s, loss=0.723, pair=0.033, adv=3.663, sprd=0.021]
Ep 031/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:46,  1.47it/s, loss=0.697, pair=0.004, adv=3.979, sprd=0.026]
Ep 031/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:42,  1.51it/s, loss=0.697, pair=0.004, adv=3.979, sprd=0.026]
Ep 031/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:42,  1.51it/s, loss=0.737, pair=0.035, adv=3.939, sprd=0.027]
Ep 031/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:45,  1.46it/s, loss=0.737, pair=0.035, adv=3.939, sprd=0.027]
Ep 031/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:45,  1.46it/s, loss=0.691, pair=0.006, adv=3.892, sprd=0.021]
Ep 031/60 [S2:+mat]:  54%|█▌ | 180/333 [02:03<01:41,  1.51it/s, loss=0.691, pair=0.006, adv=3.892, sprd=0.021]
Ep 031/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:41,  1.51it/s, loss=0.795, pair=0.074, adv=3.336, sprd=0.024]
Ep 031/60 [S2:+mat]:  54%|█▋ | 181/333 [02:04<01:44,  1.46it/s, loss=0.795, pair=0.074, adv=3.336, sprd=0.024]
Ep 031/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:44,  1.46it/s, loss=0.694, pair=0.010, adv=3.727, sprd=0.024]
Ep 031/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:40,  1.51it/s, loss=0.694, pair=0.010, adv=3.727, sprd=0.024]
Ep 031/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:40,  1.51it/s, loss=0.715, pair=0.034, adv=3.950, sprd=0.026]
Ep 031/60 [S2:+mat]:  55%|█▋ | 183/333 [02:05<01:48,  1.38it/s, loss=0.715, pair=0.034, adv=3.950, sprd=0.026]
Ep 031/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:48,  1.38it/s, loss=0.707, pair=0.020, adv=3.597, sprd=0.024]
Ep 031/60 [S2:+mat]:  55%|█▋ | 184/333 [02:06<01:42,  1.45it/s, loss=0.707, pair=0.020, adv=3.597, sprd=0.024]
Ep 031/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:42,  1.45it/s, loss=0.705, pair=0.030, adv=3.657, sprd=0.023]
Ep 031/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:48,  1.37it/s, loss=0.705, pair=0.030, adv=3.657, sprd=0.023]
Ep 031/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:48,  1.37it/s, loss=0.689, pair=0.006, adv=3.630, sprd=0.024]
Ep 031/60 [S2:+mat]:  56%|█▋ | 186/333 [02:07<01:41,  1.44it/s, loss=0.689, pair=0.006, adv=3.630, sprd=0.024]
Ep 031/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:41,  1.44it/s, loss=0.708, pair=0.032, adv=3.596, sprd=0.025]
Ep 031/60 [S2:+mat]:  56%|█▋ | 187/333 [02:08<01:43,  1.41it/s, loss=0.708, pair=0.032, adv=3.596, sprd=0.025]
Ep 031/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:43,  1.41it/s, loss=0.709, pair=0.056, adv=3.604, sprd=0.026]
Ep 031/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:37,  1.48it/s, loss=0.709, pair=0.056, adv=3.604, sprd=0.026]
Ep 031/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:37,  1.48it/s, loss=0.695, pair=0.033, adv=3.752, sprd=0.022]
Ep 031/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:40,  1.44it/s, loss=0.695, pair=0.033, adv=3.752, sprd=0.022]
Ep 031/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:40,  1.44it/s, loss=0.698, pair=0.067, adv=3.457, sprd=0.021]
Ep 031/60 [S2:+mat]:  57%|█▋ | 190/333 [02:10<01:34,  1.51it/s, loss=0.698, pair=0.067, adv=3.457, sprd=0.021]
Ep 031/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:34,  1.51it/s, loss=0.733, pair=0.025, adv=3.661, sprd=0.025]
Ep 031/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:40,  1.41it/s, loss=0.733, pair=0.025, adv=3.661, sprd=0.025]
Ep 031/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:40,  1.41it/s, loss=0.755, pair=0.112, adv=3.752, sprd=0.030]
Ep 031/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:35,  1.47it/s, loss=0.755, pair=0.112, adv=3.752, sprd=0.030]
Ep 031/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:35,  1.47it/s, loss=0.686, pair=0.011, adv=3.783, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 193/333 [02:12<01:38,  1.42it/s, loss=0.686, pair=0.011, adv=3.783, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:38,  1.42it/s, loss=0.695, pair=0.016, adv=3.759, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:34,  1.47it/s, loss=0.695, pair=0.016, adv=3.759, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:34,  1.47it/s, loss=0.710, pair=0.022, adv=3.891, sprd=0.026]
Ep 031/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:37,  1.42it/s, loss=0.710, pair=0.022, adv=3.891, sprd=0.026]
Ep 031/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:37,  1.42it/s, loss=0.694, pair=0.013, adv=3.546, sprd=0.024]
Ep 031/60 [S2:+mat]:  59%|█▊ | 196/333 [02:14<01:32,  1.48it/s, loss=0.694, pair=0.013, adv=3.546, sprd=0.024]
Ep 031/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:32,  1.48it/s, loss=0.684, pair=0.006, adv=3.594, sprd=0.020]
Ep 031/60 [S2:+mat]:  59%|█▊ | 197/333 [02:15<01:34,  1.44it/s, loss=0.684, pair=0.006, adv=3.594, sprd=0.020]
Ep 031/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:34,  1.44it/s, loss=0.693, pair=0.002, adv=3.678, sprd=0.027]
Ep 031/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:31,  1.48it/s, loss=0.693, pair=0.002, adv=3.678, sprd=0.027]
Ep 031/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:31,  1.48it/s, loss=0.701, pair=0.015, adv=3.762, sprd=0.023]
Ep 031/60 [S2:+mat]:  60%|█▊ | 199/333 [02:16<01:33,  1.44it/s, loss=0.701, pair=0.015, adv=3.762, sprd=0.023]
Ep 031/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:33,  1.44it/s, loss=1.012, pair=1.066, adv=3.696, sprd=0.024]
Ep 031/60 [S2:+mat]:  60%|█▊ | 200/333 [02:17<01:29,  1.49it/s, loss=1.012, pair=1.066, adv=3.696, sprd=0.024]
Ep 031/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:29,  1.49it/s, loss=0.670, pair=0.017, adv=3.466, sprd=0.016]
Ep 031/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:31,  1.44it/s, loss=0.670, pair=0.017, adv=3.466, sprd=0.016]
Ep 031/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:31,  1.44it/s, loss=0.691, pair=0.011, adv=3.444, sprd=0.023]
Ep 031/60 [S2:+mat]:  61%|█▊ | 202/333 [02:18<01:26,  1.52it/s, loss=0.691, pair=0.011, adv=3.444, sprd=0.023]
Ep 031/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:26,  1.52it/s, loss=0.725, pair=0.003, adv=3.706, sprd=0.028]
Ep 031/60 [S2:+mat]:  61%|█▊ | 203/333 [02:19<01:30,  1.44it/s, loss=0.725, pair=0.003, adv=3.706, sprd=0.028]
Ep 031/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:30,  1.44it/s, loss=0.698, pair=0.011, adv=3.628, sprd=0.025]
Ep 031/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:26,  1.50it/s, loss=0.698, pair=0.011, adv=3.628, sprd=0.025]
Ep 031/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:26,  1.50it/s, loss=0.786, pair=0.006, adv=3.895, sprd=0.027]
Ep 031/60 [S2:+mat]:  62%|█▊ | 205/333 [02:20<01:29,  1.43it/s, loss=0.786, pair=0.006, adv=3.895, sprd=0.027]
Ep 031/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:29,  1.43it/s, loss=0.669, pair=0.003, adv=3.295, sprd=0.022]
Ep 031/60 [S2:+mat]:  62%|█▊ | 206/333 [02:21<01:24,  1.50it/s, loss=0.669, pair=0.003, adv=3.295, sprd=0.022]
Ep 031/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:24,  1.50it/s, loss=0.728, pair=0.007, adv=3.468, sprd=0.033]
Ep 031/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:27,  1.43it/s, loss=0.728, pair=0.007, adv=3.468, sprd=0.033]
Ep 031/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:27,  1.43it/s, loss=0.666, pair=0.015, adv=3.150, sprd=0.021]
Ep 031/60 [S2:+mat]:  62%|█▊ | 208/333 [02:22<01:22,  1.52it/s, loss=0.666, pair=0.015, adv=3.150, sprd=0.021]
Ep 031/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:22,  1.52it/s, loss=0.691, pair=0.003, adv=3.620, sprd=0.024]
Ep 031/60 [S2:+mat]:  63%|█▉ | 209/333 [02:23<01:25,  1.45it/s, loss=0.691, pair=0.003, adv=3.620, sprd=0.024]
Ep 031/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:25,  1.45it/s, loss=0.722, pair=0.048, adv=3.827, sprd=0.028]
Ep 031/60 [S2:+mat]:  63%|█▉ | 210/333 [02:24<01:22,  1.50it/s, loss=0.722, pair=0.048, adv=3.827, sprd=0.028]
Ep 031/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:22,  1.50it/s, loss=0.778, pair=0.003, adv=3.857, sprd=0.026]
Ep 031/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:25,  1.42it/s, loss=0.778, pair=0.003, adv=3.857, sprd=0.026]
Ep 031/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:25,  1.42it/s, loss=0.669, pair=0.009, adv=3.796, sprd=0.017]
Ep 031/60 [S2:+mat]:  64%|█▉ | 212/333 [02:25<01:20,  1.51it/s, loss=0.669, pair=0.009, adv=3.796, sprd=0.017]
Ep 031/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:20,  1.51it/s, loss=0.704, pair=0.017, adv=3.699, sprd=0.023]
Ep 031/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:23,  1.43it/s, loss=0.704, pair=0.017, adv=3.699, sprd=0.023]
Ep 031/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:23,  1.43it/s, loss=0.656, pair=0.009, adv=3.125, sprd=0.020]
Ep 031/60 [S2:+mat]:  64%|█▉ | 214/333 [02:26<01:18,  1.52it/s, loss=0.656, pair=0.009, adv=3.125, sprd=0.020]
Ep 031/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:18,  1.52it/s, loss=0.678, pair=0.016, adv=3.823, sprd=0.019]
Ep 031/60 [S2:+mat]:  65%|█▉ | 215/333 [02:27<01:21,  1.45it/s, loss=0.678, pair=0.016, adv=3.823, sprd=0.019]
Ep 031/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:21,  1.45it/s, loss=0.707, pair=0.012, adv=3.889, sprd=0.029]
Ep 031/60 [S2:+mat]:  65%|█▉ | 216/333 [02:28<01:18,  1.50it/s, loss=0.707, pair=0.012, adv=3.889, sprd=0.029]
Ep 031/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.50it/s, loss=0.698, pair=0.009, adv=3.444, sprd=0.021]
Ep 031/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:20,  1.44it/s, loss=0.698, pair=0.009, adv=3.444, sprd=0.021]
Ep 031/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:20,  1.44it/s, loss=0.697, pair=0.007, adv=3.810, sprd=0.025]
Ep 031/60 [S2:+mat]:  65%|█▉ | 218/333 [02:29<01:16,  1.50it/s, loss=0.697, pair=0.007, adv=3.810, sprd=0.025]
Ep 031/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:16,  1.50it/s, loss=0.709, pair=0.005, adv=3.873, sprd=0.023]
Ep 031/60 [S2:+mat]:  66%|█▉ | 219/333 [02:30<01:19,  1.43it/s, loss=0.709, pair=0.005, adv=3.873, sprd=0.023]
Ep 031/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:19,  1.43it/s, loss=0.681, pair=0.010, adv=3.558, sprd=0.022]
Ep 031/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:15,  1.50it/s, loss=0.681, pair=0.010, adv=3.558, sprd=0.022]
Ep 031/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:15,  1.50it/s, loss=0.701, pair=0.014, adv=3.807, sprd=0.025]
Ep 031/60 [S2:+mat]:  66%|█▉ | 221/333 [02:31<01:18,  1.43it/s, loss=0.701, pair=0.014, adv=3.807, sprd=0.025]
Ep 031/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:18,  1.43it/s, loss=0.690, pair=0.016, adv=3.445, sprd=0.020]
Ep 031/60 [S2:+mat]:  67%|██ | 222/333 [02:32<01:13,  1.52it/s, loss=0.690, pair=0.016, adv=3.445, sprd=0.020]
Ep 031/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:13,  1.52it/s, loss=0.710, pair=0.011, adv=3.978, sprd=0.026]
Ep 031/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:16,  1.44it/s, loss=0.710, pair=0.011, adv=3.978, sprd=0.026]
Ep 031/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:16,  1.44it/s, loss=0.685, pair=0.018, adv=3.733, sprd=0.021]
Ep 031/60 [S2:+mat]:  67%|██ | 224/333 [02:33<01:11,  1.52it/s, loss=0.685, pair=0.018, adv=3.733, sprd=0.021]
Ep 031/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:11,  1.52it/s, loss=0.736, pair=0.128, adv=3.663, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 225/333 [02:34<01:14,  1.45it/s, loss=0.736, pair=0.128, adv=3.663, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:14,  1.45it/s, loss=0.680, pair=0.019, adv=3.620, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:10,  1.51it/s, loss=0.680, pair=0.019, adv=3.620, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:10,  1.51it/s, loss=0.769, pair=0.179, adv=4.034, sprd=0.025]
Ep 031/60 [S2:+mat]:  68%|██ | 227/333 [02:35<01:13,  1.44it/s, loss=0.769, pair=0.179, adv=4.034, sprd=0.025]
Ep 031/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:13,  1.44it/s, loss=0.719, pair=0.027, adv=4.193, sprd=0.030]
Ep 031/60 [S2:+mat]:  68%|██ | 228/333 [02:36<01:10,  1.49it/s, loss=0.719, pair=0.027, adv=4.193, sprd=0.030]
Ep 031/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.49it/s, loss=0.688, pair=0.007, adv=3.773, sprd=0.023]
Ep 031/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:11,  1.45it/s, loss=0.688, pair=0.007, adv=3.773, sprd=0.023]
Ep 031/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:11,  1.45it/s, loss=0.678, pair=0.021, adv=3.676, sprd=0.017]
Ep 031/60 [S2:+mat]:  69%|██ | 230/333 [02:37<01:07,  1.53it/s, loss=0.678, pair=0.021, adv=3.676, sprd=0.017]
Ep 031/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:07,  1.53it/s, loss=0.714, pair=0.009, adv=4.022, sprd=0.029]
Ep 031/60 [S2:+mat]:  69%|██ | 231/333 [02:38<01:10,  1.46it/s, loss=0.714, pair=0.009, adv=4.022, sprd=0.029]
Ep 031/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:10,  1.46it/s, loss=1.171, pair=1.619, adv=4.084, sprd=0.027]
Ep 031/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:06,  1.51it/s, loss=1.171, pair=1.619, adv=4.084, sprd=0.027]
Ep 031/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:06,  1.51it/s, loss=0.689, pair=0.021, adv=3.763, sprd=0.019]
Ep 031/60 [S2:+mat]:  70%|██ | 233/333 [02:39<01:08,  1.45it/s, loss=0.689, pair=0.021, adv=3.763, sprd=0.019]
Ep 031/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:08,  1.45it/s, loss=0.689, pair=0.009, adv=3.849, sprd=0.023]
Ep 031/60 [S2:+mat]:  70%|██ | 234/333 [02:40<01:05,  1.50it/s, loss=0.689, pair=0.009, adv=3.849, sprd=0.023]
Ep 031/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:05,  1.50it/s, loss=0.790, pair=0.006, adv=3.822, sprd=0.029]
Ep 031/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:07,  1.44it/s, loss=0.790, pair=0.006, adv=3.822, sprd=0.029]
Ep 031/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:07,  1.44it/s, loss=0.666, pair=0.004, adv=3.662, sprd=0.018]
Ep 031/60 [S2:+mat]:  71%|██▏| 236/333 [02:41<01:03,  1.53it/s, loss=0.666, pair=0.004, adv=3.662, sprd=0.018]
Ep 031/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:03,  1.53it/s, loss=0.684, pair=0.005, adv=3.736, sprd=0.022]
Ep 031/60 [S2:+mat]:  71%|██▏| 237/333 [02:42<01:05,  1.46it/s, loss=0.684, pair=0.005, adv=3.736, sprd=0.022]
Ep 031/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:05,  1.46it/s, loss=0.715, pair=0.014, adv=4.145, sprd=0.029]
Ep 031/60 [S2:+mat]:  71%|██▏| 238/333 [02:43<01:03,  1.50it/s, loss=0.715, pair=0.014, adv=4.145, sprd=0.029]
Ep 031/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.721, pair=0.018, adv=3.945, sprd=0.029]
Ep 031/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:06,  1.42it/s, loss=0.721, pair=0.018, adv=3.945, sprd=0.029]
Ep 031/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:06,  1.42it/s, loss=0.685, pair=0.014, adv=3.645, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 240/333 [02:44<01:02,  1.50it/s, loss=0.685, pair=0.014, adv=3.645, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:02,  1.50it/s, loss=0.703, pair=0.010, adv=3.473, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 241/333 [02:45<01:03,  1.44it/s, loss=0.703, pair=0.010, adv=3.473, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:03,  1.44it/s, loss=0.717, pair=0.019, adv=3.888, sprd=0.028]
Ep 031/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.50it/s, loss=0.717, pair=0.019, adv=3.888, sprd=0.028]
Ep 031/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.50it/s, loss=0.740, pair=0.010, adv=3.889, sprd=0.032]
Ep 031/60 [S2:+mat]:  73%|██▏| 243/333 [02:46<01:03,  1.42it/s, loss=0.740, pair=0.010, adv=3.889, sprd=0.032]
Ep 031/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:03,  1.42it/s, loss=0.735, pair=0.001, adv=3.688, sprd=0.023]
Ep 031/60 [S2:+mat]:  73%|██▏| 244/333 [02:47<01:00,  1.48it/s, loss=0.735, pair=0.001, adv=3.688, sprd=0.023]
Ep 031/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.48it/s, loss=0.696, pair=0.011, adv=3.593, sprd=0.023]
Ep 031/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:00,  1.45it/s, loss=0.696, pair=0.011, adv=3.593, sprd=0.023]
Ep 031/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:00,  1.45it/s, loss=0.685, pair=0.001, adv=3.782, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 246/333 [02:48<00:57,  1.51it/s, loss=0.685, pair=0.001, adv=3.782, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:57,  1.51it/s, loss=0.696, pair=0.004, adv=3.925, sprd=0.024]
Ep 031/60 [S2:+mat]:  74%|██▏| 247/333 [02:49<00:59,  1.44it/s, loss=0.696, pair=0.004, adv=3.925, sprd=0.024]
Ep 031/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<00:59,  1.44it/s, loss=0.675, pair=0.016, adv=3.835, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:55,  1.52it/s, loss=0.675, pair=0.016, adv=3.835, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:55,  1.52it/s, loss=0.697, pair=0.009, adv=3.845, sprd=0.024]
Ep 031/60 [S2:+mat]:  75%|██▏| 249/333 [02:50<01:01,  1.38it/s, loss=0.697, pair=0.009, adv=3.845, sprd=0.024]
Ep 031/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<01:01,  1.38it/s, loss=0.710, pair=0.006, adv=3.417, sprd=0.023]
Ep 031/60 [S2:+mat]:  75%|██▎| 250/333 [02:51<00:57,  1.45it/s, loss=0.710, pair=0.006, adv=3.417, sprd=0.023]
Ep 031/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:57,  1.45it/s, loss=0.684, pair=0.006, adv=3.654, sprd=0.023]
Ep 031/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:57,  1.42it/s, loss=0.684, pair=0.006, adv=3.654, sprd=0.023]
Ep 031/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:57,  1.42it/s, loss=0.698, pair=0.006, adv=4.050, sprd=0.027]
Ep 031/60 [S2:+mat]:  76%|██▎| 252/333 [02:52<00:54,  1.49it/s, loss=0.698, pair=0.006, adv=4.050, sprd=0.027]
Ep 031/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:54,  1.49it/s, loss=0.705, pair=0.007, adv=3.822, sprd=0.027]
Ep 031/60 [S2:+mat]:  76%|██▎| 253/333 [02:53<00:56,  1.43it/s, loss=0.705, pair=0.007, adv=3.822, sprd=0.027]
Ep 031/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:56,  1.43it/s, loss=0.696, pair=0.022, adv=3.627, sprd=0.024]
Ep 031/60 [S2:+mat]:  76%|██▎| 254/333 [02:54<00:52,  1.50it/s, loss=0.696, pair=0.022, adv=3.627, sprd=0.024]
Ep 031/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:52,  1.50it/s, loss=0.720, pair=0.038, adv=3.817, sprd=0.027]
Ep 031/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:54,  1.44it/s, loss=0.720, pair=0.038, adv=3.817, sprd=0.027]
Ep 031/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:54,  1.44it/s, loss=0.682, pair=0.015, adv=3.797, sprd=0.021]
Ep 031/60 [S2:+mat]:  77%|██▎| 256/333 [02:55<00:51,  1.51it/s, loss=0.682, pair=0.015, adv=3.797, sprd=0.021]
Ep 031/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.51it/s, loss=0.685, pair=0.008, adv=3.763, sprd=0.020]
Ep 031/60 [S2:+mat]:  77%|██▎| 257/333 [02:56<00:52,  1.46it/s, loss=0.685, pair=0.008, adv=3.763, sprd=0.020]
Ep 031/60 [S2:+mat]:  77%|██▎| 257/333 [02:56<00:52,  1.46it/s, loss=0.685, pair=0.015, adv=3.713, sprd=0.024]
Ep 031/60 [S2:+mat]:  77%|██▎| 258/333 [02:56<00:49,  1.52it/s, loss=0.685, pair=0.015, adv=3.713, sprd=0.024]
Ep 031/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:49,  1.52it/s, loss=0.701, pair=0.014, adv=3.610, sprd=0.025]
Ep 031/60 [S2:+mat]:  78%|██▎| 259/333 [02:57<00:50,  1.47it/s, loss=0.701, pair=0.014, adv=3.610, sprd=0.025]
Ep 031/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:50,  1.47it/s, loss=0.687, pair=0.004, adv=3.716, sprd=0.022]
Ep 031/60 [S2:+mat]:  78%|██▎| 260/333 [02:58<00:47,  1.53it/s, loss=0.687, pair=0.004, adv=3.716, sprd=0.022]
Ep 031/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:47,  1.53it/s, loss=0.697, pair=0.013, adv=3.372, sprd=0.020]
Ep 031/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:50,  1.42it/s, loss=0.697, pair=0.013, adv=3.372, sprd=0.020]
Ep 031/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:50,  1.42it/s, loss=0.674, pair=0.006, adv=3.627, sprd=0.019]
Ep 031/60 [S2:+mat]:  79%|██▎| 262/333 [02:59<00:47,  1.51it/s, loss=0.674, pair=0.006, adv=3.627, sprd=0.019]
Ep 031/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:47,  1.51it/s, loss=0.704, pair=0.010, adv=3.880, sprd=0.024]
Ep 031/60 [S2:+mat]:  79%|██▎| 263/333 [03:00<00:48,  1.43it/s, loss=0.704, pair=0.010, adv=3.880, sprd=0.024]
Ep 031/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:48,  1.43it/s, loss=0.695, pair=0.012, adv=3.373, sprd=0.023]
Ep 031/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:46,  1.49it/s, loss=0.695, pair=0.012, adv=3.373, sprd=0.023]
Ep 031/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:46,  1.49it/s, loss=0.715, pair=0.009, adv=4.048, sprd=0.027]
Ep 031/60 [S2:+mat]:  80%|██▍| 265/333 [03:01<00:47,  1.42it/s, loss=0.715, pair=0.009, adv=4.048, sprd=0.027]
Ep 031/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:47,  1.42it/s, loss=0.711, pair=0.014, adv=3.664, sprd=0.024]
Ep 031/60 [S2:+mat]:  80%|██▍| 266/333 [03:02<00:44,  1.50it/s, loss=0.711, pair=0.014, adv=3.664, sprd=0.024]
Ep 031/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:44,  1.50it/s, loss=0.696, pair=0.007, adv=3.736, sprd=0.022]
Ep 031/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:46,  1.43it/s, loss=0.696, pair=0.007, adv=3.736, sprd=0.022]
Ep 031/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:46,  1.43it/s, loss=0.713, pair=0.017, adv=3.530, sprd=0.027]
Ep 031/60 [S2:+mat]:  80%|██▍| 268/333 [03:03<00:43,  1.49it/s, loss=0.713, pair=0.017, adv=3.530, sprd=0.027]
Ep 031/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:43,  1.49it/s, loss=0.702, pair=0.019, adv=3.582, sprd=0.022]
Ep 031/60 [S2:+mat]:  81%|██▍| 269/333 [03:04<00:43,  1.45it/s, loss=0.702, pair=0.019, adv=3.582, sprd=0.022]
Ep 031/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:43,  1.45it/s, loss=0.700, pair=0.026, adv=3.430, sprd=0.025]
Ep 031/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:41,  1.53it/s, loss=0.700, pair=0.026, adv=3.430, sprd=0.025]
Ep 031/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:41,  1.53it/s, loss=0.725, pair=0.013, adv=3.902, sprd=0.028]
Ep 031/60 [S2:+mat]:  81%|██▍| 271/333 [03:05<00:43,  1.42it/s, loss=0.725, pair=0.013, adv=3.902, sprd=0.028]
Ep 031/60 [S2:+mat]:  81%|██▍| 271/333 [03:06<00:43,  1.42it/s, loss=0.696, pair=0.023, adv=3.697, sprd=0.024]
Ep 031/60 [S2:+mat]:  82%|██▍| 272/333 [03:06<00:40,  1.49it/s, loss=0.696, pair=0.023, adv=3.697, sprd=0.024]
Ep 031/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:40,  1.49it/s, loss=0.701, pair=0.017, adv=3.833, sprd=0.024]
Ep 031/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:41,  1.44it/s, loss=0.701, pair=0.017, adv=3.833, sprd=0.024]
Ep 031/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:41,  1.44it/s, loss=0.707, pair=0.004, adv=3.780, sprd=0.029]
Ep 031/60 [S2:+mat]:  82%|██▍| 274/333 [03:07<00:39,  1.50it/s, loss=0.707, pair=0.004, adv=3.780, sprd=0.029]
Ep 031/60 [S2:+mat]:  82%|██▍| 274/333 [03:08<00:39,  1.50it/s, loss=0.782, pair=0.008, adv=3.558, sprd=0.026]
Ep 031/60 [S2:+mat]:  83%|██▍| 275/333 [03:08<00:39,  1.45it/s, loss=0.782, pair=0.008, adv=3.558, sprd=0.026]
Ep 031/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:39,  1.45it/s, loss=0.691, pair=0.005, adv=3.561, sprd=0.020]
Ep 031/60 [S2:+mat]:  83%|██▍| 276/333 [03:09<00:37,  1.51it/s, loss=0.691, pair=0.005, adv=3.561, sprd=0.020]
Ep 031/60 [S2:+mat]:  83%|██▍| 276/333 [03:09<00:37,  1.51it/s, loss=0.717, pair=0.016, adv=3.521, sprd=0.027]
Ep 031/60 [S2:+mat]:  83%|██▍| 277/333 [03:09<00:39,  1.42it/s, loss=0.717, pair=0.016, adv=3.521, sprd=0.027]
Ep 031/60 [S2:+mat]:  83%|██▍| 277/333 [03:10<00:39,  1.42it/s, loss=0.684, pair=0.029, adv=3.372, sprd=0.022]
Ep 031/60 [S2:+mat]:  83%|██▌| 278/333 [03:10<00:36,  1.49it/s, loss=0.684, pair=0.029, adv=3.372, sprd=0.022]
Ep 031/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:36,  1.49it/s, loss=0.734, pair=0.021, adv=4.188, sprd=0.031]
Ep 031/60 [S2:+mat]:  84%|██▌| 279/333 [03:11<00:38,  1.41it/s, loss=0.734, pair=0.021, adv=4.188, sprd=0.031]
Ep 031/60 [S2:+mat]:  84%|██▌| 279/333 [03:11<00:38,  1.41it/s, loss=0.679, pair=0.013, adv=3.742, sprd=0.021]
Ep 031/60 [S2:+mat]:  84%|██▌| 280/333 [03:11<00:35,  1.48it/s, loss=0.679, pair=0.013, adv=3.742, sprd=0.021]
Ep 031/60 [S2:+mat]:  84%|██▌| 280/333 [03:12<00:35,  1.48it/s, loss=0.691, pair=0.007, adv=3.616, sprd=0.020]
Ep 031/60 [S2:+mat]:  84%|██▌| 281/333 [03:12<00:36,  1.44it/s, loss=0.691, pair=0.007, adv=3.616, sprd=0.020]
Ep 031/60 [S2:+mat]:  84%|██▌| 281/333 [03:13<00:36,  1.44it/s, loss=0.720, pair=0.004, adv=3.705, sprd=0.029]
Ep 031/60 [S2:+mat]:  85%|██▌| 282/333 [03:13<00:34,  1.48it/s, loss=0.720, pair=0.004, adv=3.705, sprd=0.029]
Ep 031/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.48it/s, loss=0.687, pair=0.005, adv=3.475, sprd=0.020]
Ep 031/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:34,  1.44it/s, loss=0.687, pair=0.005, adv=3.475, sprd=0.020]
Ep 031/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:34,  1.44it/s, loss=0.692, pair=0.008, adv=3.811, sprd=0.025]
Ep 031/60 [S2:+mat]:  85%|██▌| 284/333 [03:14<00:32,  1.50it/s, loss=0.692, pair=0.008, adv=3.811, sprd=0.025]
Ep 031/60 [S2:+mat]:  85%|██▌| 284/333 [03:15<00:32,  1.50it/s, loss=0.684, pair=0.008, adv=3.430, sprd=0.021]
Ep 031/60 [S2:+mat]:  86%|██▌| 285/333 [03:15<00:33,  1.44it/s, loss=0.684, pair=0.008, adv=3.430, sprd=0.021]
Ep 031/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:33,  1.44it/s, loss=0.732, pair=0.048, adv=3.433, sprd=0.029]
Ep 031/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:31,  1.49it/s, loss=0.732, pair=0.048, adv=3.433, sprd=0.029]
Ep 031/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:31,  1.49it/s, loss=0.724, pair=0.015, adv=3.617, sprd=0.028]
Ep 031/60 [S2:+mat]:  86%|██▌| 287/333 [03:16<00:32,  1.43it/s, loss=0.724, pair=0.015, adv=3.617, sprd=0.028]
Ep 031/60 [S2:+mat]:  86%|██▌| 287/333 [03:17<00:32,  1.43it/s, loss=0.684, pair=0.015, adv=3.473, sprd=0.021]
Ep 031/60 [S2:+mat]:  86%|██▌| 288/333 [03:17<00:29,  1.50it/s, loss=0.684, pair=0.015, adv=3.473, sprd=0.021]
Ep 031/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:29,  1.50it/s, loss=0.696, pair=0.005, adv=3.430, sprd=0.021]
Ep 031/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:29,  1.48it/s, loss=0.696, pair=0.005, adv=3.430, sprd=0.021]
Ep 031/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:29,  1.48it/s, loss=0.692, pair=0.010, adv=3.568, sprd=0.022]
Ep 031/60 [S2:+mat]:  87%|██▌| 290/333 [03:18<00:28,  1.53it/s, loss=0.692, pair=0.010, adv=3.568, sprd=0.022]
Ep 031/60 [S2:+mat]:  87%|██▌| 290/333 [03:19<00:28,  1.53it/s, loss=0.706, pair=0.033, adv=3.720, sprd=0.023]
Ep 031/60 [S2:+mat]:  87%|██▌| 291/333 [03:19<00:29,  1.41it/s, loss=0.706, pair=0.033, adv=3.720, sprd=0.023]
Ep 031/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:29,  1.41it/s, loss=0.679, pair=0.031, adv=3.464, sprd=0.018]
Ep 031/60 [S2:+mat]:  88%|██▋| 292/333 [03:20<00:27,  1.50it/s, loss=0.679, pair=0.031, adv=3.464, sprd=0.018]
Ep 031/60 [S2:+mat]:  88%|██▋| 292/333 [03:20<00:27,  1.50it/s, loss=0.699, pair=0.008, adv=3.639, sprd=0.025]
Ep 031/60 [S2:+mat]:  88%|██▋| 293/333 [03:20<00:27,  1.43it/s, loss=0.699, pair=0.008, adv=3.639, sprd=0.025]
Ep 031/60 [S2:+mat]:  88%|██▋| 293/333 [03:21<00:27,  1.43it/s, loss=0.720, pair=0.056, adv=3.507, sprd=0.025]
Ep 031/60 [S2:+mat]:  88%|██▋| 294/333 [03:21<00:26,  1.49it/s, loss=0.720, pair=0.056, adv=3.507, sprd=0.025]
Ep 031/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:26,  1.49it/s, loss=0.754, pair=0.024, adv=3.562, sprd=0.029]
Ep 031/60 [S2:+mat]:  89%|██▋| 295/333 [03:22<00:26,  1.41it/s, loss=0.754, pair=0.024, adv=3.562, sprd=0.029]
Ep 031/60 [S2:+mat]:  89%|██▋| 295/333 [03:22<00:26,  1.41it/s, loss=0.639, pair=0.018, adv=3.083, sprd=0.017]
Ep 031/60 [S2:+mat]:  89%|██▋| 296/333 [03:22<00:24,  1.51it/s, loss=0.639, pair=0.018, adv=3.083, sprd=0.017]
Ep 031/60 [S2:+mat]:  89%|██▋| 296/333 [03:23<00:24,  1.51it/s, loss=0.712, pair=0.025, adv=3.701, sprd=0.028]
Ep 031/60 [S2:+mat]:  89%|██▋| 297/333 [03:23<00:25,  1.43it/s, loss=0.712, pair=0.025, adv=3.701, sprd=0.028]
Ep 031/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:25,  1.43it/s, loss=0.688, pair=0.038, adv=3.765, sprd=0.020]
Ep 031/60 [S2:+mat]:  89%|██▋| 298/333 [03:24<00:23,  1.52it/s, loss=0.688, pair=0.038, adv=3.765, sprd=0.020]
Ep 031/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.52it/s, loss=0.692, pair=0.028, adv=3.749, sprd=0.020]
Ep 031/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.42it/s, loss=0.692, pair=0.028, adv=3.749, sprd=0.020]
Ep 031/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.42it/s, loss=0.680, pair=0.023, adv=3.540, sprd=0.020]
Ep 031/60 [S2:+mat]:  90%|██▋| 300/333 [03:25<00:21,  1.51it/s, loss=0.680, pair=0.023, adv=3.540, sprd=0.020]
Ep 031/60 [S2:+mat]:  90%|██▋| 300/333 [03:26<00:21,  1.51it/s, loss=0.692, pair=0.005, adv=3.530, sprd=0.021]
Ep 031/60 [S2:+mat]:  90%|██▋| 301/333 [03:26<00:22,  1.39it/s, loss=0.692, pair=0.005, adv=3.530, sprd=0.021]
Ep 031/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:22,  1.39it/s, loss=0.683, pair=0.010, adv=3.767, sprd=0.024]
Ep 031/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:21,  1.47it/s, loss=0.683, pair=0.010, adv=3.767, sprd=0.024]
Ep 031/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:21,  1.47it/s, loss=0.776, pair=0.009, adv=3.858, sprd=0.027]
Ep 031/60 [S2:+mat]:  91%|██▋| 303/333 [03:27<00:21,  1.43it/s, loss=0.776, pair=0.009, adv=3.858, sprd=0.027]
Ep 031/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:21,  1.43it/s, loss=0.692, pair=0.015, adv=3.654, sprd=0.026]
Ep 031/60 [S2:+mat]:  91%|██▋| 304/333 [03:28<00:19,  1.48it/s, loss=0.692, pair=0.015, adv=3.654, sprd=0.026]
Ep 031/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.48it/s, loss=0.721, pair=0.050, adv=3.792, sprd=0.024]
Ep 031/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:20,  1.37it/s, loss=0.721, pair=0.050, adv=3.792, sprd=0.024]
Ep 031/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:20,  1.37it/s, loss=0.705, pair=0.040, adv=3.495, sprd=0.021]
Ep 031/60 [S2:+mat]:  92%|██▊| 306/333 [03:29<00:18,  1.45it/s, loss=0.705, pair=0.040, adv=3.495, sprd=0.021]
Ep 031/60 [S2:+mat]:  92%|██▊| 306/333 [03:30<00:18,  1.45it/s, loss=0.799, pair=0.029, adv=3.722, sprd=0.029]
Ep 031/60 [S2:+mat]:  92%|██▊| 307/333 [03:30<00:18,  1.41it/s, loss=0.799, pair=0.029, adv=3.722, sprd=0.029]
Ep 031/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:18,  1.41it/s, loss=0.685, pair=0.025, adv=3.731, sprd=0.020]
Ep 031/60 [S2:+mat]:  92%|██▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.685, pair=0.025, adv=3.731, sprd=0.020]
Ep 031/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.714, pair=0.014, adv=3.478, sprd=0.026]
Ep 031/60 [S2:+mat]:  93%|██▊| 309/333 [03:32<00:17,  1.38it/s, loss=0.714, pair=0.014, adv=3.478, sprd=0.026]
Ep 031/60 [S2:+mat]:  93%|██▊| 309/333 [03:32<00:17,  1.38it/s, loss=0.687, pair=0.021, adv=3.415, sprd=0.019]
Ep 031/60 [S2:+mat]:  93%|██▊| 310/333 [03:32<00:15,  1.47it/s, loss=0.687, pair=0.021, adv=3.415, sprd=0.019]
Ep 031/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.47it/s, loss=0.733, pair=0.023, adv=3.576, sprd=0.028]
Ep 031/60 [S2:+mat]:  93%|██▊| 311/333 [03:33<00:15,  1.41it/s, loss=0.733, pair=0.023, adv=3.576, sprd=0.028]
Ep 031/60 [S2:+mat]:  93%|██▊| 311/333 [03:33<00:15,  1.41it/s, loss=0.685, pair=0.006, adv=3.555, sprd=0.025]
Ep 031/60 [S2:+mat]:  94%|██▊| 312/333 [03:33<00:14,  1.50it/s, loss=0.685, pair=0.006, adv=3.555, sprd=0.025]
Ep 031/60 [S2:+mat]:  94%|██▊| 312/333 [03:34<00:14,  1.50it/s, loss=0.716, pair=0.014, adv=3.689, sprd=0.028]
Ep 031/60 [S2:+mat]:  94%|██▊| 313/333 [03:34<00:14,  1.38it/s, loss=0.716, pair=0.014, adv=3.689, sprd=0.028]
Ep 031/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:14,  1.38it/s, loss=0.666, pair=0.017, adv=3.274, sprd=0.021]
Ep 031/60 [S2:+mat]:  94%|██▊| 314/333 [03:35<00:12,  1.47it/s, loss=0.666, pair=0.017, adv=3.274, sprd=0.021]
Ep 031/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.47it/s, loss=0.767, pair=0.003, adv=3.591, sprd=0.022]
Ep 031/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.40it/s, loss=0.767, pair=0.003, adv=3.591, sprd=0.022]
Ep 031/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.40it/s, loss=0.691, pair=0.013, adv=3.589, sprd=0.022]
Ep 031/60 [S2:+mat]:  95%|██▊| 316/333 [03:36<00:11,  1.47it/s, loss=0.691, pair=0.013, adv=3.589, sprd=0.022]
Ep 031/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.47it/s, loss=0.675, pair=0.010, adv=3.424, sprd=0.020]
Ep 031/60 [S2:+mat]:  95%|██▊| 317/333 [03:37<00:11,  1.40it/s, loss=0.675, pair=0.010, adv=3.424, sprd=0.020]
Ep 031/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.40it/s, loss=0.707, pair=0.000, adv=3.828, sprd=0.027]
Ep 031/60 [S2:+mat]:  95%|██▊| 318/333 [03:38<00:10,  1.47it/s, loss=0.707, pair=0.000, adv=3.828, sprd=0.027]
Ep 031/60 [S2:+mat]:  95%|██▊| 318/333 [03:38<00:10,  1.47it/s, loss=0.769, pair=0.007, adv=3.272, sprd=0.024]
Ep 031/60 [S2:+mat]:  96%|██▊| 319/333 [03:38<00:09,  1.42it/s, loss=0.769, pair=0.007, adv=3.272, sprd=0.024]
Ep 031/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.42it/s, loss=0.677, pair=0.006, adv=3.543, sprd=0.021]
Ep 031/60 [S2:+mat]:  96%|██▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.677, pair=0.006, adv=3.543, sprd=0.021]
Ep 031/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.676, pair=0.002, adv=3.360, sprd=0.021]
Ep 031/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.676, pair=0.002, adv=3.360, sprd=0.021]
Ep 031/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.703, pair=0.012, adv=3.626, sprd=0.028]
Ep 031/60 [S2:+mat]:  97%|██▉| 322/333 [03:40<00:07,  1.50it/s, loss=0.703, pair=0.012, adv=3.626, sprd=0.028]
Ep 031/60 [S2:+mat]:  97%|██▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.695, pair=0.014, adv=3.703, sprd=0.023]
Ep 031/60 [S2:+mat]:  97%|██▉| 323/333 [03:41<00:07,  1.40it/s, loss=0.695, pair=0.014, adv=3.703, sprd=0.023]
Ep 031/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.687, pair=0.021, adv=3.330, sprd=0.022]
Ep 031/60 [S2:+mat]:  97%|██▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.687, pair=0.021, adv=3.330, sprd=0.022]
Ep 031/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.702, pair=0.019, adv=3.730, sprd=0.024]
Ep 031/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.45it/s, loss=0.702, pair=0.019, adv=3.730, sprd=0.024]
Ep 031/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.45it/s, loss=0.702, pair=0.023, adv=3.676, sprd=0.025]
Ep 031/60 [S2:+mat]:  98%|██▉| 326/333 [03:43<00:04,  1.51it/s, loss=0.702, pair=0.023, adv=3.676, sprd=0.025]
Ep 031/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.51it/s, loss=0.727, pair=0.022, adv=3.674, sprd=0.025]
Ep 031/60 [S2:+mat]:  98%|██▉| 327/333 [03:44<00:04,  1.42it/s, loss=0.727, pair=0.022, adv=3.674, sprd=0.025]
Ep 031/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.681, pair=0.035, adv=3.194, sprd=0.022]
Ep 031/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.681, pair=0.035, adv=3.194, sprd=0.022]
Ep 031/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.702, pair=0.010, adv=3.493, sprd=0.022]
Ep 031/60 [S2:+mat]:  99%|██▉| 329/333 [03:45<00:02,  1.47it/s, loss=0.702, pair=0.010, adv=3.493, sprd=0.022]
Ep 031/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.47it/s, loss=0.688, pair=0.013, adv=3.488, sprd=0.021]
Ep 031/60 [S2:+mat]:  99%|██▉| 330/333 [03:46<00:01,  1.52it/s, loss=0.688, pair=0.013, adv=3.488, sprd=0.021]
Ep 031/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:01,  1.52it/s, loss=0.703, pair=0.035, adv=3.621, sprd=0.024]
Ep 031/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.45it/s, loss=0.703, pair=0.035, adv=3.621, sprd=0.024]
Ep 031/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.45it/s, loss=0.703, pair=0.025, adv=3.816, sprd=0.028]
Ep 031/60 [S2:+mat]: 100%|██▉| 332/333 [03:47<00:00,  1.51it/s, loss=0.703, pair=0.025, adv=3.816, sprd=0.028]
Ep 031/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.703, pair=0.007, adv=3.442, sprd=0.023]
Ep 031/60 [S2:+mat]: 100%|███| 333/333 [03:48<00:00,  1.44it/s, loss=0.703, pair=0.007, adv=3.442, sprd=0.023]
                                                                                                              
Epoch 031/60 [S2:+mat]  loss=0.7054  mat=0.2370  sens=1.0356  pair=0.0272  adv=3.7056(rand=3.37)  deg=0.0139  orth=0.0033  spread=0.0237  q_mean=49.7  q_std=14.2  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.25e-05  228s

Ep 032/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 032/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.686, pair=0.016, adv=3.781, sprd=0.020]
Ep 032/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:16,  1.13s/it, loss=0.686, pair=0.016, adv=3.781, sprd=0.020]
Ep 032/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:16,  1.13s/it, loss=0.696, pair=0.023, adv=3.397, sprd=0.023]
Ep 032/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:33,  1.21it/s, loss=0.696, pair=0.023, adv=3.397, sprd=0.023]
Ep 032/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:33,  1.21it/s, loss=0.684, pair=0.035, adv=3.645, sprd=0.020]
Ep 032/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:17,  1.28it/s, loss=0.684, pair=0.035, adv=3.645, sprd=0.020]
Ep 032/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:17,  1.28it/s, loss=0.734, pair=0.013, adv=3.989, sprd=0.031]
Ep 032/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.38it/s, loss=0.734, pair=0.013, adv=3.989, sprd=0.031]
Ep 032/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:57,  1.38it/s, loss=0.685, pair=0.018, adv=3.509, sprd=0.019]
Ep 032/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:02,  1.36it/s, loss=0.685, pair=0.018, adv=3.509, sprd=0.019]
Ep 032/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:02,  1.36it/s, loss=0.712, pair=0.004, adv=3.891, sprd=0.029]
Ep 032/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:47,  1.43it/s, loss=0.712, pair=0.004, adv=3.891, sprd=0.029]
Ep 032/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:47,  1.43it/s, loss=0.703, pair=0.009, adv=3.591, sprd=0.023]
Ep 032/60 [S2:+mat]:   2%|     | 7/333 [00:05<04:01,  1.35it/s, loss=0.703, pair=0.009, adv=3.591, sprd=0.023]
Ep 032/60 [S2:+mat]:   2%|     | 7/333 [00:05<04:01,  1.35it/s, loss=0.677, pair=0.019, adv=3.639, sprd=0.022]
Ep 032/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:44,  1.45it/s, loss=0.677, pair=0.019, adv=3.639, sprd=0.022]
Ep 032/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:44,  1.45it/s, loss=1.120, pair=1.439, adv=3.479, sprd=0.025]
Ep 032/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:53,  1.39it/s, loss=1.120, pair=1.439, adv=3.479, sprd=0.025]
Ep 032/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:53,  1.39it/s, loss=0.676, pair=0.006, adv=3.597, sprd=0.020]
Ep 032/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:40,  1.47it/s, loss=0.676, pair=0.006, adv=3.597, sprd=0.020]
Ep 032/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:40,  1.47it/s, loss=0.719, pair=0.028, adv=3.829, sprd=0.027]
Ep 032/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:54,  1.37it/s, loss=0.719, pair=0.028, adv=3.829, sprd=0.027]
Ep 032/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:54,  1.37it/s, loss=0.686, pair=0.017, adv=3.927, sprd=0.023]
Ep 032/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:42,  1.44it/s, loss=0.686, pair=0.017, adv=3.927, sprd=0.023]
Ep 032/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:42,  1.44it/s, loss=0.717, pair=0.041, adv=3.660, sprd=0.026]
Ep 032/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:51,  1.38it/s, loss=0.717, pair=0.041, adv=3.660, sprd=0.026]
Ep 032/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:51,  1.38it/s, loss=0.694, pair=0.043, adv=3.715, sprd=0.025]
Ep 032/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:35,  1.48it/s, loss=0.694, pair=0.043, adv=3.715, sprd=0.025]
Ep 032/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:35,  1.48it/s, loss=0.706, pair=0.011, adv=3.613, sprd=0.024]
Ep 032/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:44,  1.41it/s, loss=0.706, pair=0.011, adv=3.613, sprd=0.024]
Ep 032/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:44,  1.41it/s, loss=0.705, pair=0.039, adv=3.873, sprd=0.028]
Ep 032/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:33,  1.48it/s, loss=0.705, pair=0.039, adv=3.873, sprd=0.028]
Ep 032/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:33,  1.48it/s, loss=0.697, pair=0.040, adv=3.761, sprd=0.022]
Ep 032/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:40,  1.43it/s, loss=0.697, pair=0.040, adv=3.761, sprd=0.022]
Ep 032/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:40,  1.43it/s, loss=0.670, pair=0.026, adv=3.700, sprd=0.019]
Ep 032/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:27,  1.52it/s, loss=0.670, pair=0.026, adv=3.700, sprd=0.019]
Ep 032/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:27,  1.52it/s, loss=0.700, pair=0.012, adv=3.827, sprd=0.028]
Ep 032/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:39,  1.43it/s, loss=0.700, pair=0.012, adv=3.827, sprd=0.028]
Ep 032/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:39,  1.43it/s, loss=0.717, pair=0.012, adv=3.933, sprd=0.030]
Ep 032/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:30,  1.49it/s, loss=0.717, pair=0.012, adv=3.933, sprd=0.030]
Ep 032/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:30,  1.49it/s, loss=0.710, pair=0.011, adv=3.801, sprd=0.027]
Ep 032/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:39,  1.42it/s, loss=0.710, pair=0.011, adv=3.801, sprd=0.027]
Ep 032/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:39,  1.42it/s, loss=0.681, pair=0.039, adv=3.524, sprd=0.018]
Ep 032/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:26,  1.51it/s, loss=0.681, pair=0.039, adv=3.524, sprd=0.018]
Ep 032/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:26,  1.51it/s, loss=0.673, pair=0.010, adv=3.168, sprd=0.022]
Ep 032/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:32,  1.46it/s, loss=0.673, pair=0.010, adv=3.168, sprd=0.022]
Ep 032/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:32,  1.46it/s, loss=0.657, pair=0.015, adv=3.355, sprd=0.015]
Ep 032/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:20,  1.54it/s, loss=0.657, pair=0.015, adv=3.355, sprd=0.015]
Ep 032/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:20,  1.54it/s, loss=0.704, pair=0.029, adv=3.599, sprd=0.026]
Ep 032/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:26,  1.49it/s, loss=0.704, pair=0.029, adv=3.599, sprd=0.026]
Ep 032/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:26,  1.49it/s, loss=0.686, pair=0.012, adv=3.689, sprd=0.025]
Ep 032/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:18,  1.54it/s, loss=0.686, pair=0.012, adv=3.689, sprd=0.025]
Ep 032/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:18,  1.54it/s, loss=0.727, pair=0.012, adv=3.852, sprd=0.030]
Ep 032/60 [S2:+mat]:   8%|▎   | 27/333 [00:18<03:33,  1.43it/s, loss=0.727, pair=0.012, adv=3.852, sprd=0.030]
Ep 032/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:33,  1.43it/s, loss=0.682, pair=0.008, adv=4.086, sprd=0.022]
Ep 032/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:23,  1.50it/s, loss=0.682, pair=0.008, adv=4.086, sprd=0.022]
Ep 032/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:23,  1.50it/s, loss=0.701, pair=0.005, adv=3.554, sprd=0.025]
Ep 032/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:32,  1.43it/s, loss=0.701, pair=0.005, adv=3.554, sprd=0.025]
Ep 032/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:32,  1.43it/s, loss=0.692, pair=0.002, adv=3.860, sprd=0.023]
Ep 032/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:21,  1.50it/s, loss=0.692, pair=0.002, adv=3.860, sprd=0.023]
Ep 032/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:21,  1.50it/s, loss=0.700, pair=0.004, adv=3.725, sprd=0.025]
Ep 032/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:29,  1.44it/s, loss=0.700, pair=0.004, adv=3.725, sprd=0.025]
Ep 032/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:29,  1.44it/s, loss=0.683, pair=0.003, adv=3.797, sprd=0.022]
Ep 032/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:17,  1.53it/s, loss=0.683, pair=0.003, adv=3.797, sprd=0.022]
Ep 032/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:17,  1.53it/s, loss=0.700, pair=0.012, adv=3.650, sprd=0.023]
Ep 032/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:25,  1.46it/s, loss=0.700, pair=0.012, adv=3.650, sprd=0.023]
Ep 032/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:25,  1.46it/s, loss=0.696, pair=0.015, adv=3.794, sprd=0.022]
Ep 032/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:16,  1.52it/s, loss=0.696, pair=0.015, adv=3.794, sprd=0.022]
Ep 032/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:16,  1.52it/s, loss=0.720, pair=0.017, adv=3.740, sprd=0.025]
Ep 032/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:24,  1.45it/s, loss=0.720, pair=0.017, adv=3.740, sprd=0.025]
Ep 032/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:24,  1.45it/s, loss=0.679, pair=0.003, adv=3.923, sprd=0.022]
Ep 032/60 [S2:+mat]:  11%|▍   | 36/333 [00:24<03:14,  1.52it/s, loss=0.679, pair=0.003, adv=3.923, sprd=0.022]
Ep 032/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:14,  1.52it/s, loss=0.711, pair=0.009, adv=3.625, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:30,  1.40it/s, loss=0.711, pair=0.009, adv=3.625, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:30,  1.40it/s, loss=0.700, pair=0.005, adv=4.321, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:20,  1.47it/s, loss=0.700, pair=0.005, adv=4.321, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:20,  1.47it/s, loss=0.703, pair=0.006, adv=3.679, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:27,  1.42it/s, loss=0.703, pair=0.006, adv=3.679, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:27,  1.42it/s, loss=0.679, pair=0.018, adv=3.587, sprd=0.020]
Ep 032/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:14,  1.51it/s, loss=0.679, pair=0.018, adv=3.587, sprd=0.020]
Ep 032/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:14,  1.51it/s, loss=0.708, pair=0.032, adv=3.793, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:23,  1.44it/s, loss=0.708, pair=0.032, adv=3.793, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:23,  1.44it/s, loss=0.678, pair=0.009, adv=3.932, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:14,  1.50it/s, loss=0.678, pair=0.009, adv=3.932, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:14,  1.50it/s, loss=0.699, pair=0.002, adv=3.911, sprd=0.024]
Ep 032/60 [S2:+mat]:  13%|▌   | 43/333 [00:29<03:20,  1.45it/s, loss=0.699, pair=0.002, adv=3.911, sprd=0.024]
Ep 032/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:20,  1.45it/s, loss=0.681, pair=0.000, adv=4.089, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:12,  1.50it/s, loss=0.681, pair=0.000, adv=4.089, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:12,  1.50it/s, loss=0.702, pair=0.014, adv=3.887, sprd=0.023]
Ep 032/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:16,  1.46it/s, loss=0.702, pair=0.014, adv=3.887, sprd=0.023]
Ep 032/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:16,  1.46it/s, loss=0.720, pair=0.008, adv=3.973, sprd=0.029]
Ep 032/60 [S2:+mat]:  14%|▌   | 46/333 [00:31<03:09,  1.51it/s, loss=0.720, pair=0.008, adv=3.973, sprd=0.029]
Ep 032/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:09,  1.51it/s, loss=0.701, pair=0.033, adv=3.603, sprd=0.021]
Ep 032/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:14,  1.47it/s, loss=0.701, pair=0.033, adv=3.603, sprd=0.021]
Ep 032/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:14,  1.47it/s, loss=0.679, pair=0.010, adv=3.699, sprd=0.021]
Ep 032/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:04,  1.54it/s, loss=0.679, pair=0.010, adv=3.699, sprd=0.021]
Ep 032/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:04,  1.54it/s, loss=0.856, pair=0.548, adv=3.660, sprd=0.023]
Ep 032/60 [S2:+mat]:  15%|▌   | 49/333 [00:33<03:11,  1.49it/s, loss=0.856, pair=0.548, adv=3.660, sprd=0.023]
Ep 032/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:11,  1.49it/s, loss=0.684, pair=0.032, adv=3.759, sprd=0.019]
Ep 032/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:02,  1.55it/s, loss=0.684, pair=0.032, adv=3.759, sprd=0.019]
Ep 032/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:02,  1.55it/s, loss=0.724, pair=0.035, adv=3.717, sprd=0.026]
Ep 032/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:17,  1.43it/s, loss=0.724, pair=0.035, adv=3.717, sprd=0.026]
Ep 032/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:17,  1.43it/s, loss=0.677, pair=0.011, adv=3.636, sprd=0.020]
Ep 032/60 [S2:+mat]:  16%|▌   | 52/333 [00:35<03:05,  1.52it/s, loss=0.677, pair=0.011, adv=3.636, sprd=0.020]
Ep 032/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:05,  1.52it/s, loss=0.683, pair=0.009, adv=3.658, sprd=0.024]
Ep 032/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:14,  1.44it/s, loss=0.683, pair=0.009, adv=3.658, sprd=0.024]
Ep 032/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:14,  1.44it/s, loss=0.678, pair=0.007, adv=3.794, sprd=0.018]
Ep 032/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:04,  1.51it/s, loss=0.678, pair=0.007, adv=3.794, sprd=0.018]
Ep 032/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:04,  1.51it/s, loss=0.676, pair=0.032, adv=3.625, sprd=0.018]
Ep 032/60 [S2:+mat]:  17%|▋   | 55/333 [00:37<03:18,  1.40it/s, loss=0.676, pair=0.032, adv=3.625, sprd=0.018]
Ep 032/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:18,  1.40it/s, loss=0.723, pair=0.042, adv=3.606, sprd=0.027]
Ep 032/60 [S2:+mat]:  17%|▋   | 56/333 [00:38<03:05,  1.50it/s, loss=0.723, pair=0.042, adv=3.606, sprd=0.027]
Ep 032/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.50it/s, loss=0.702, pair=0.078, adv=3.465, sprd=0.019]
Ep 032/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:08,  1.46it/s, loss=0.702, pair=0.078, adv=3.465, sprd=0.019]
Ep 032/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:08,  1.46it/s, loss=0.681, pair=0.005, adv=3.812, sprd=0.021]
Ep 032/60 [S2:+mat]:  17%|▋   | 58/333 [00:39<03:00,  1.52it/s, loss=0.681, pair=0.005, adv=3.812, sprd=0.021]
Ep 032/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:00,  1.52it/s, loss=0.703, pair=0.031, adv=3.857, sprd=0.022]
Ep 032/60 [S2:+mat]:  18%|▋   | 59/333 [00:40<03:18,  1.38it/s, loss=0.703, pair=0.031, adv=3.857, sprd=0.022]
Ep 032/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:18,  1.38it/s, loss=0.693, pair=0.024, adv=3.826, sprd=0.022]
Ep 032/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:05,  1.47it/s, loss=0.693, pair=0.024, adv=3.826, sprd=0.022]
Ep 032/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:05,  1.47it/s, loss=0.699, pair=0.022, adv=3.564, sprd=0.023]
Ep 032/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:09,  1.43it/s, loss=0.699, pair=0.022, adv=3.564, sprd=0.023]
Ep 032/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:09,  1.43it/s, loss=0.683, pair=0.001, adv=3.707, sprd=0.020]
Ep 032/60 [S2:+mat]:  19%|▋   | 62/333 [00:42<02:58,  1.52it/s, loss=0.683, pair=0.001, adv=3.707, sprd=0.020]
Ep 032/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<02:58,  1.52it/s, loss=0.740, pair=0.041, adv=3.552, sprd=0.033]
Ep 032/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:07,  1.44it/s, loss=0.740, pair=0.041, adv=3.552, sprd=0.033]
Ep 032/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:07,  1.44it/s, loss=0.682, pair=0.007, adv=3.964, sprd=0.022]
Ep 032/60 [S2:+mat]:  19%|▊   | 64/333 [00:43<03:00,  1.49it/s, loss=0.682, pair=0.007, adv=3.964, sprd=0.022]
Ep 032/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:00,  1.49it/s, loss=0.702, pair=0.008, adv=3.661, sprd=0.025]
Ep 032/60 [S2:+mat]:  20%|▊   | 65/333 [00:44<03:07,  1.43it/s, loss=0.702, pair=0.008, adv=3.661, sprd=0.025]
Ep 032/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.675, pair=0.001, adv=3.334, sprd=0.021]
Ep 032/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:56,  1.52it/s, loss=0.675, pair=0.001, adv=3.334, sprd=0.021]
Ep 032/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:56,  1.52it/s, loss=0.712, pair=0.015, adv=3.948, sprd=0.026]
Ep 032/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:10,  1.40it/s, loss=0.712, pair=0.015, adv=3.948, sprd=0.026]
Ep 032/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:10,  1.40it/s, loss=0.703, pair=0.039, adv=3.889, sprd=0.023]
Ep 032/60 [S2:+mat]:  20%|▊   | 68/333 [00:46<02:59,  1.47it/s, loss=0.703, pair=0.039, adv=3.889, sprd=0.023]
Ep 032/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:59,  1.47it/s, loss=0.707, pair=0.008, adv=3.691, sprd=0.026]
Ep 032/60 [S2:+mat]:  21%|▊   | 69/333 [00:47<03:04,  1.43it/s, loss=0.707, pair=0.008, adv=3.691, sprd=0.026]
Ep 032/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.688, pair=0.016, adv=3.788, sprd=0.022]
Ep 032/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:53,  1.51it/s, loss=0.688, pair=0.016, adv=3.788, sprd=0.022]
Ep 032/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:53,  1.51it/s, loss=0.668, pair=0.024, adv=3.213, sprd=0.018]
Ep 032/60 [S2:+mat]:  21%|▊   | 71/333 [00:48<03:02,  1.43it/s, loss=0.668, pair=0.024, adv=3.213, sprd=0.018]
Ep 032/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:02,  1.43it/s, loss=0.689, pair=0.004, adv=3.828, sprd=0.022]
Ep 032/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:53,  1.50it/s, loss=0.689, pair=0.004, adv=3.828, sprd=0.022]
Ep 032/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:53,  1.50it/s, loss=0.682, pair=0.005, adv=3.791, sprd=0.020]
Ep 032/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.682, pair=0.005, adv=3.791, sprd=0.020]
Ep 032/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.704, pair=0.012, adv=3.550, sprd=0.028]
Ep 032/60 [S2:+mat]:  22%|▉   | 74/333 [00:50<02:54,  1.49it/s, loss=0.704, pair=0.012, adv=3.550, sprd=0.028]
Ep 032/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:54,  1.49it/s, loss=0.716, pair=0.014, adv=3.488, sprd=0.026]
Ep 032/60 [S2:+mat]:  23%|▉   | 75/333 [00:51<02:56,  1.46it/s, loss=0.716, pair=0.014, adv=3.488, sprd=0.026]
Ep 032/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<02:56,  1.46it/s, loss=0.681, pair=0.009, adv=3.707, sprd=0.021]
Ep 032/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:48,  1.52it/s, loss=0.681, pair=0.009, adv=3.707, sprd=0.021]
Ep 032/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:48,  1.52it/s, loss=0.711, pair=0.009, adv=3.842, sprd=0.024]
Ep 032/60 [S2:+mat]:  23%|▉   | 77/333 [00:52<02:56,  1.45it/s, loss=0.711, pair=0.009, adv=3.842, sprd=0.024]
Ep 032/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:56,  1.45it/s, loss=0.699, pair=0.018, adv=3.680, sprd=0.025]
Ep 032/60 [S2:+mat]:  23%|▉   | 78/333 [00:53<02:48,  1.51it/s, loss=0.699, pair=0.018, adv=3.680, sprd=0.025]
Ep 032/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:48,  1.51it/s, loss=0.696, pair=0.038, adv=3.730, sprd=0.020]
Ep 032/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<02:53,  1.47it/s, loss=0.696, pair=0.038, adv=3.730, sprd=0.020]
Ep 032/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<02:53,  1.47it/s, loss=0.709, pair=0.022, adv=3.621, sprd=0.023]
Ep 032/60 [S2:+mat]:  24%|▉   | 80/333 [00:54<02:47,  1.51it/s, loss=0.709, pair=0.022, adv=3.621, sprd=0.023]
Ep 032/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:47,  1.51it/s, loss=0.723, pair=0.024, adv=3.809, sprd=0.031]
Ep 032/60 [S2:+mat]:  24%|▉   | 81/333 [00:55<02:53,  1.45it/s, loss=0.723, pair=0.024, adv=3.809, sprd=0.031]
Ep 032/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:53,  1.45it/s, loss=0.678, pair=0.039, adv=3.572, sprd=0.017]
Ep 032/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:44,  1.53it/s, loss=0.678, pair=0.039, adv=3.572, sprd=0.017]
Ep 032/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:44,  1.53it/s, loss=0.698, pair=0.032, adv=3.915, sprd=0.022]
Ep 032/60 [S2:+mat]:  25%|▉   | 83/333 [00:56<02:51,  1.45it/s, loss=0.698, pair=0.032, adv=3.915, sprd=0.022]
Ep 032/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:51,  1.45it/s, loss=0.711, pair=0.043, adv=3.810, sprd=0.026]
Ep 032/60 [S2:+mat]:  25%|█   | 84/333 [00:57<02:45,  1.51it/s, loss=0.711, pair=0.043, adv=3.810, sprd=0.026]
Ep 032/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:45,  1.51it/s, loss=0.690, pair=0.024, adv=3.789, sprd=0.019]
Ep 032/60 [S2:+mat]:  26%|█   | 85/333 [00:58<02:53,  1.43it/s, loss=0.690, pair=0.024, adv=3.789, sprd=0.019]
Ep 032/60 [S2:+mat]:  26%|█   | 85/333 [00:58<02:53,  1.43it/s, loss=0.695, pair=0.038, adv=3.807, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 86/333 [00:58<02:45,  1.49it/s, loss=0.695, pair=0.038, adv=3.807, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:45,  1.49it/s, loss=0.712, pair=0.036, adv=3.864, sprd=0.024]
Ep 032/60 [S2:+mat]:  26%|█   | 87/333 [00:59<02:53,  1.42it/s, loss=0.712, pair=0.036, adv=3.864, sprd=0.024]
Ep 032/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.699, pair=0.053, adv=3.475, sprd=0.022]
Ep 032/60 [S2:+mat]:  26%|█   | 88/333 [01:00<02:42,  1.51it/s, loss=0.699, pair=0.053, adv=3.475, sprd=0.022]
Ep 032/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:42,  1.51it/s, loss=0.728, pair=0.069, adv=3.652, sprd=0.026]
Ep 032/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:53,  1.41it/s, loss=0.728, pair=0.069, adv=3.652, sprd=0.026]
Ep 032/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:53,  1.41it/s, loss=0.706, pair=0.024, adv=3.944, sprd=0.027]
Ep 032/60 [S2:+mat]:  27%|█   | 90/333 [01:01<02:44,  1.48it/s, loss=0.706, pair=0.024, adv=3.944, sprd=0.027]
Ep 032/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:44,  1.48it/s, loss=0.699, pair=0.003, adv=3.854, sprd=0.026]
Ep 032/60 [S2:+mat]:  27%|█   | 91/333 [01:02<02:48,  1.44it/s, loss=0.699, pair=0.003, adv=3.854, sprd=0.026]
Ep 032/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:48,  1.44it/s, loss=0.687, pair=0.009, adv=3.671, sprd=0.022]
Ep 032/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:39,  1.51it/s, loss=0.687, pair=0.009, adv=3.671, sprd=0.022]
Ep 032/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:39,  1.51it/s, loss=0.708, pair=0.006, adv=3.922, sprd=0.023]
Ep 032/60 [S2:+mat]:  28%|█   | 93/333 [01:03<02:46,  1.44it/s, loss=0.708, pair=0.006, adv=3.922, sprd=0.023]
Ep 032/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:46,  1.44it/s, loss=0.708, pair=0.027, adv=3.819, sprd=0.027]
Ep 032/60 [S2:+mat]:  28%|█▏  | 94/333 [01:04<02:39,  1.49it/s, loss=0.708, pair=0.027, adv=3.819, sprd=0.027]
Ep 032/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:39,  1.49it/s, loss=0.732, pair=0.045, adv=3.585, sprd=0.026]
Ep 032/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:46,  1.43it/s, loss=0.732, pair=0.045, adv=3.585, sprd=0.026]
Ep 032/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:46,  1.43it/s, loss=0.711, pair=0.004, adv=4.024, sprd=0.029]
Ep 032/60 [S2:+mat]:  29%|█▏  | 96/333 [01:05<02:39,  1.49it/s, loss=0.711, pair=0.004, adv=4.024, sprd=0.029]
Ep 032/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:39,  1.49it/s, loss=0.694, pair=0.004, adv=3.959, sprd=0.022]
Ep 032/60 [S2:+mat]:  29%|█▏  | 97/333 [01:06<02:47,  1.41it/s, loss=0.694, pair=0.004, adv=3.959, sprd=0.022]
Ep 032/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:47,  1.41it/s, loss=0.697, pair=0.005, adv=3.920, sprd=0.027]
Ep 032/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:39,  1.48it/s, loss=0.697, pair=0.005, adv=3.920, sprd=0.027]
Ep 032/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:39,  1.48it/s, loss=0.709, pair=0.008, adv=3.531, sprd=0.025]
Ep 032/60 [S2:+mat]:  30%|█▏  | 99/333 [01:07<02:46,  1.40it/s, loss=0.709, pair=0.008, adv=3.531, sprd=0.025]
Ep 032/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:46,  1.40it/s, loss=0.677, pair=0.009, adv=3.826, sprd=0.022]
Ep 032/60 [S2:+mat]:  30%|▉  | 100/333 [01:08<02:38,  1.47it/s, loss=0.677, pair=0.009, adv=3.826, sprd=0.022]
Ep 032/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:38,  1.47it/s, loss=0.705, pair=0.008, adv=3.974, sprd=0.026]
Ep 032/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:47,  1.39it/s, loss=0.705, pair=0.008, adv=3.974, sprd=0.026]
Ep 032/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:47,  1.39it/s, loss=0.697, pair=0.008, adv=3.904, sprd=0.025]
Ep 032/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:37,  1.46it/s, loss=0.697, pair=0.008, adv=3.904, sprd=0.025]
Ep 032/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:37,  1.46it/s, loss=0.720, pair=0.016, adv=3.994, sprd=0.025]
Ep 032/60 [S2:+mat]:  31%|▉  | 103/333 [01:10<02:49,  1.35it/s, loss=0.720, pair=0.016, adv=3.994, sprd=0.025]
Ep 032/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:49,  1.35it/s, loss=0.695, pair=0.022, adv=3.823, sprd=0.027]
Ep 032/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:37,  1.45it/s, loss=0.695, pair=0.022, adv=3.823, sprd=0.027]
Ep 032/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:37,  1.45it/s, loss=0.702, pair=0.024, adv=3.932, sprd=0.023]
Ep 032/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:43,  1.40it/s, loss=0.702, pair=0.024, adv=3.932, sprd=0.023]
Ep 032/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:43,  1.40it/s, loss=0.713, pair=0.018, adv=3.742, sprd=0.029]
Ep 032/60 [S2:+mat]:  32%|▉  | 106/333 [01:12<02:35,  1.46it/s, loss=0.713, pair=0.018, adv=3.742, sprd=0.029]
Ep 032/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:35,  1.46it/s, loss=0.699, pair=0.008, adv=3.712, sprd=0.021]
Ep 032/60 [S2:+mat]:  32%|▉  | 107/333 [01:13<02:39,  1.42it/s, loss=0.699, pair=0.008, adv=3.712, sprd=0.021]
Ep 032/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:39,  1.42it/s, loss=0.708, pair=0.016, adv=3.892, sprd=0.026]
Ep 032/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:33,  1.47it/s, loss=0.708, pair=0.016, adv=3.892, sprd=0.026]
Ep 032/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:33,  1.47it/s, loss=0.693, pair=0.013, adv=3.979, sprd=0.021]
Ep 032/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:42,  1.38it/s, loss=0.693, pair=0.013, adv=3.979, sprd=0.021]
Ep 032/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:42,  1.38it/s, loss=0.691, pair=0.005, adv=4.049, sprd=0.026]
Ep 032/60 [S2:+mat]:  33%|▉  | 110/333 [01:15<02:32,  1.46it/s, loss=0.691, pair=0.005, adv=4.049, sprd=0.026]
Ep 032/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:32,  1.46it/s, loss=0.710, pair=0.017, adv=3.772, sprd=0.025]
Ep 032/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:44,  1.35it/s, loss=0.710, pair=0.017, adv=3.772, sprd=0.025]
Ep 032/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:44,  1.35it/s, loss=0.710, pair=0.004, adv=3.993, sprd=0.031]
Ep 032/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:35,  1.43it/s, loss=0.710, pair=0.004, adv=3.993, sprd=0.031]
Ep 032/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:35,  1.43it/s, loss=0.687, pair=0.029, adv=3.561, sprd=0.016]
Ep 032/60 [S2:+mat]:  34%|█  | 113/333 [01:17<02:43,  1.35it/s, loss=0.687, pair=0.029, adv=3.561, sprd=0.016]
Ep 032/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:43,  1.35it/s, loss=0.711, pair=0.015, adv=3.722, sprd=0.029]
Ep 032/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:34,  1.42it/s, loss=0.711, pair=0.015, adv=3.722, sprd=0.029]
Ep 032/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:34,  1.42it/s, loss=0.701, pair=0.013, adv=3.980, sprd=0.025]
Ep 032/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:42,  1.34it/s, loss=0.701, pair=0.013, adv=3.980, sprd=0.025]
Ep 032/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:42,  1.34it/s, loss=0.699, pair=0.005, adv=3.709, sprd=0.028]
Ep 032/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:32,  1.42it/s, loss=0.699, pair=0.005, adv=3.709, sprd=0.028]
Ep 032/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:32,  1.42it/s, loss=0.703, pair=0.013, adv=3.595, sprd=0.023]
Ep 032/60 [S2:+mat]:  35%|█  | 117/333 [01:20<02:34,  1.40it/s, loss=0.703, pair=0.013, adv=3.595, sprd=0.023]
Ep 032/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:34,  1.40it/s, loss=0.687, pair=0.008, adv=3.902, sprd=0.026]
Ep 032/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:26,  1.47it/s, loss=0.687, pair=0.008, adv=3.902, sprd=0.026]
Ep 032/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:26,  1.47it/s, loss=0.704, pair=0.011, adv=3.668, sprd=0.022]
Ep 032/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:28,  1.44it/s, loss=0.704, pair=0.011, adv=3.668, sprd=0.022]
Ep 032/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:28,  1.44it/s, loss=0.690, pair=0.009, adv=3.905, sprd=0.024]
Ep 032/60 [S2:+mat]:  36%|█  | 120/333 [01:22<02:21,  1.50it/s, loss=0.690, pair=0.009, adv=3.905, sprd=0.024]
Ep 032/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:21,  1.50it/s, loss=0.696, pair=0.022, adv=3.770, sprd=0.024]
Ep 032/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:25,  1.46it/s, loss=0.696, pair=0.022, adv=3.770, sprd=0.024]
Ep 032/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:25,  1.46it/s, loss=0.685, pair=0.015, adv=3.607, sprd=0.021]
Ep 032/60 [S2:+mat]:  37%|█  | 122/333 [01:23<02:17,  1.53it/s, loss=0.685, pair=0.015, adv=3.607, sprd=0.021]
Ep 032/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:17,  1.53it/s, loss=0.701, pair=0.013, adv=3.805, sprd=0.026]
Ep 032/60 [S2:+mat]:  37%|█  | 123/333 [01:24<02:21,  1.49it/s, loss=0.701, pair=0.013, adv=3.805, sprd=0.026]
Ep 032/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:21,  1.49it/s, loss=0.719, pair=0.026, adv=3.534, sprd=0.027]
Ep 032/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:15,  1.54it/s, loss=0.719, pair=0.026, adv=3.534, sprd=0.027]
Ep 032/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:15,  1.54it/s, loss=0.709, pair=0.004, adv=3.556, sprd=0.025]
Ep 032/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:22,  1.46it/s, loss=0.709, pair=0.004, adv=3.556, sprd=0.025]
Ep 032/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:22,  1.46it/s, loss=0.678, pair=0.003, adv=3.860, sprd=0.022]
Ep 032/60 [S2:+mat]:  38%|█▏ | 126/333 [01:26<02:16,  1.52it/s, loss=0.678, pair=0.003, adv=3.860, sprd=0.022]
Ep 032/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:16,  1.52it/s, loss=0.809, pair=0.001, adv=3.556, sprd=0.030]
Ep 032/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:23,  1.44it/s, loss=0.809, pair=0.001, adv=3.556, sprd=0.030]
Ep 032/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:23,  1.44it/s, loss=0.712, pair=0.006, adv=3.662, sprd=0.028]
Ep 032/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.712, pair=0.006, adv=3.662, sprd=0.028]
Ep 032/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:17,  1.49it/s, loss=0.703, pair=0.015, adv=3.826, sprd=0.025]
Ep 032/60 [S2:+mat]:  39%|█▏ | 129/333 [01:28<02:26,  1.40it/s, loss=0.703, pair=0.015, adv=3.826, sprd=0.025]
Ep 032/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:26,  1.40it/s, loss=0.700, pair=0.025, adv=3.403, sprd=0.024]
Ep 032/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:16,  1.49it/s, loss=0.700, pair=0.025, adv=3.403, sprd=0.024]
Ep 032/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:16,  1.49it/s, loss=0.728, pair=0.009, adv=3.670, sprd=0.029]
Ep 032/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:22,  1.42it/s, loss=0.728, pair=0.009, adv=3.670, sprd=0.029]
Ep 032/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:22,  1.42it/s, loss=0.708, pair=0.034, adv=3.690, sprd=0.026]
Ep 032/60 [S2:+mat]:  40%|█▏ | 132/333 [01:30<02:14,  1.49it/s, loss=0.708, pair=0.034, adv=3.690, sprd=0.026]
Ep 032/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:14,  1.49it/s, loss=0.711, pair=0.028, adv=3.724, sprd=0.024]
Ep 032/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:20,  1.43it/s, loss=0.711, pair=0.028, adv=3.724, sprd=0.024]
Ep 032/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:20,  1.43it/s, loss=0.708, pair=0.038, adv=3.607, sprd=0.025]
Ep 032/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:14,  1.48it/s, loss=0.708, pair=0.038, adv=3.607, sprd=0.025]
Ep 032/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:14,  1.48it/s, loss=0.737, pair=0.047, adv=3.497, sprd=0.031]
Ep 032/60 [S2:+mat]:  41%|█▏ | 135/333 [01:32<02:19,  1.42it/s, loss=0.737, pair=0.047, adv=3.497, sprd=0.031]
Ep 032/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:19,  1.42it/s, loss=0.707, pair=0.037, adv=3.532, sprd=0.027]
Ep 032/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:11,  1.49it/s, loss=0.707, pair=0.037, adv=3.532, sprd=0.027]
Ep 032/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:11,  1.49it/s, loss=0.716, pair=0.018, adv=3.706, sprd=0.023]
Ep 032/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:17,  1.42it/s, loss=0.716, pair=0.018, adv=3.706, sprd=0.023]
Ep 032/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:17,  1.42it/s, loss=0.702, pair=0.029, adv=3.666, sprd=0.028]
Ep 032/60 [S2:+mat]:  41%|█▏ | 138/333 [01:34<02:11,  1.48it/s, loss=0.702, pair=0.029, adv=3.666, sprd=0.028]
Ep 032/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:11,  1.48it/s, loss=0.706, pair=0.018, adv=3.367, sprd=0.021]
Ep 032/60 [S2:+mat]:  42%|█▎ | 139/333 [01:35<02:20,  1.38it/s, loss=0.706, pair=0.018, adv=3.367, sprd=0.021]
Ep 032/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:20,  1.38it/s, loss=0.689, pair=0.008, adv=3.518, sprd=0.025]
Ep 032/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:11,  1.46it/s, loss=0.689, pair=0.008, adv=3.518, sprd=0.025]
Ep 032/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:11,  1.46it/s, loss=0.704, pair=0.005, adv=3.662, sprd=0.022]
Ep 032/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:19,  1.37it/s, loss=0.704, pair=0.005, adv=3.662, sprd=0.022]
Ep 032/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:19,  1.37it/s, loss=0.684, pair=0.014, adv=3.514, sprd=0.022]
Ep 032/60 [S2:+mat]:  43%|█▎ | 142/333 [01:37<02:11,  1.45it/s, loss=0.684, pair=0.014, adv=3.514, sprd=0.022]
Ep 032/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:11,  1.45it/s, loss=0.710, pair=0.024, adv=3.686, sprd=0.026]
Ep 032/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:16,  1.39it/s, loss=0.710, pair=0.024, adv=3.686, sprd=0.026]
Ep 032/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:16,  1.39it/s, loss=0.692, pair=0.031, adv=3.836, sprd=0.023]
Ep 032/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:08,  1.47it/s, loss=0.692, pair=0.031, adv=3.836, sprd=0.023]
Ep 032/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:08,  1.47it/s, loss=0.697, pair=0.021, adv=3.536, sprd=0.023]
Ep 032/60 [S2:+mat]:  44%|█▎ | 145/333 [01:39<02:10,  1.44it/s, loss=0.697, pair=0.021, adv=3.536, sprd=0.023]
Ep 032/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:10,  1.44it/s, loss=0.697, pair=0.017, adv=3.670, sprd=0.023]
Ep 032/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<02:03,  1.51it/s, loss=0.697, pair=0.017, adv=3.670, sprd=0.023]
Ep 032/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:03,  1.51it/s, loss=0.699, pair=0.050, adv=3.507, sprd=0.019]
Ep 032/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:13,  1.39it/s, loss=0.699, pair=0.050, adv=3.507, sprd=0.019]
Ep 032/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:13,  1.39it/s, loss=0.706, pair=0.020, adv=3.911, sprd=0.028]
Ep 032/60 [S2:+mat]:  44%|█▎ | 148/333 [01:41<02:06,  1.46it/s, loss=0.706, pair=0.020, adv=3.911, sprd=0.028]
Ep 032/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:06,  1.46it/s, loss=0.696, pair=0.016, adv=3.810, sprd=0.022]
Ep 032/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:10,  1.41it/s, loss=0.696, pair=0.016, adv=3.810, sprd=0.022]
Ep 032/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:10,  1.41it/s, loss=0.687, pair=0.018, adv=3.570, sprd=0.022]
Ep 032/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:03,  1.49it/s, loss=0.687, pair=0.018, adv=3.570, sprd=0.022]
Ep 032/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:03,  1.49it/s, loss=0.712, pair=0.031, adv=3.505, sprd=0.026]
Ep 032/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:06,  1.44it/s, loss=0.712, pair=0.031, adv=3.505, sprd=0.026]
Ep 032/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:06,  1.44it/s, loss=0.697, pair=0.007, adv=3.621, sprd=0.026]
Ep 032/60 [S2:+mat]:  46%|█▎ | 152/333 [01:44<02:01,  1.49it/s, loss=0.697, pair=0.007, adv=3.621, sprd=0.026]
Ep 032/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:01,  1.49it/s, loss=0.717, pair=0.008, adv=3.510, sprd=0.027]
Ep 032/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:06,  1.42it/s, loss=0.717, pair=0.008, adv=3.510, sprd=0.027]
Ep 032/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:06,  1.42it/s, loss=0.674, pair=0.003, adv=3.615, sprd=0.020]
Ep 032/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:00,  1.49it/s, loss=0.674, pair=0.003, adv=3.615, sprd=0.020]
Ep 032/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:00,  1.49it/s, loss=0.687, pair=0.007, adv=3.584, sprd=0.023]
Ep 032/60 [S2:+mat]:  47%|█▍ | 155/333 [01:46<02:02,  1.45it/s, loss=0.687, pair=0.007, adv=3.584, sprd=0.023]
Ep 032/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:02,  1.45it/s, loss=0.704, pair=0.017, adv=4.010, sprd=0.027]
Ep 032/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<01:57,  1.51it/s, loss=0.704, pair=0.017, adv=4.010, sprd=0.027]
Ep 032/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<01:57,  1.51it/s, loss=0.693, pair=0.017, adv=3.371, sprd=0.022]
Ep 032/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:01,  1.45it/s, loss=0.693, pair=0.017, adv=3.371, sprd=0.022]
Ep 032/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:01,  1.45it/s, loss=0.687, pair=0.001, adv=3.517, sprd=0.022]
Ep 032/60 [S2:+mat]:  47%|█▍ | 158/333 [01:48<01:56,  1.50it/s, loss=0.687, pair=0.001, adv=3.517, sprd=0.022]
Ep 032/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:56,  1.50it/s, loss=0.709, pair=0.005, adv=3.892, sprd=0.024]
Ep 032/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:01,  1.43it/s, loss=0.709, pair=0.005, adv=3.892, sprd=0.024]
Ep 032/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:01,  1.43it/s, loss=0.680, pair=0.029, adv=3.676, sprd=0.020]
Ep 032/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:55,  1.50it/s, loss=0.680, pair=0.029, adv=3.676, sprd=0.020]
Ep 032/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:55,  1.50it/s, loss=0.733, pair=0.102, adv=3.564, sprd=0.021]
Ep 032/60 [S2:+mat]:  48%|█▍ | 161/333 [01:50<01:57,  1.46it/s, loss=0.733, pair=0.102, adv=3.564, sprd=0.021]
Ep 032/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<01:57,  1.46it/s, loss=0.683, pair=0.005, adv=3.654, sprd=0.023]
Ep 032/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:51,  1.53it/s, loss=0.683, pair=0.005, adv=3.654, sprd=0.023]
Ep 032/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:51,  1.53it/s, loss=0.707, pair=0.019, adv=3.445, sprd=0.019]
Ep 032/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<01:59,  1.43it/s, loss=0.707, pair=0.019, adv=3.445, sprd=0.019]
Ep 032/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<01:59,  1.43it/s, loss=0.709, pair=0.050, adv=3.615, sprd=0.024]
Ep 032/60 [S2:+mat]:  49%|█▍ | 164/333 [01:52<01:53,  1.48it/s, loss=0.709, pair=0.050, adv=3.615, sprd=0.024]
Ep 032/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:53,  1.48it/s, loss=0.768, pair=0.031, adv=3.431, sprd=0.020]
Ep 032/60 [S2:+mat]:  50%|█▍ | 165/333 [01:53<01:56,  1.45it/s, loss=0.768, pair=0.031, adv=3.431, sprd=0.020]
Ep 032/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:56,  1.45it/s, loss=0.674, pair=0.036, adv=3.394, sprd=0.018]
Ep 032/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:47,  1.55it/s, loss=0.674, pair=0.036, adv=3.394, sprd=0.018]
Ep 032/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:47,  1.55it/s, loss=0.788, pair=0.010, adv=4.060, sprd=0.027]
Ep 032/60 [S2:+mat]:  50%|█▌ | 167/333 [01:54<01:52,  1.48it/s, loss=0.788, pair=0.010, adv=4.060, sprd=0.027]
Ep 032/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:52,  1.48it/s, loss=0.708, pair=0.007, adv=3.586, sprd=0.028]
Ep 032/60 [S2:+mat]:  50%|█▌ | 168/333 [01:55<01:48,  1.53it/s, loss=0.708, pair=0.007, adv=3.586, sprd=0.028]
Ep 032/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:48,  1.53it/s, loss=0.671, pair=0.000, adv=3.531, sprd=0.016]
Ep 032/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:53,  1.44it/s, loss=0.671, pair=0.000, adv=3.531, sprd=0.016]
Ep 032/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:53,  1.44it/s, loss=0.683, pair=0.004, adv=3.513, sprd=0.020]
Ep 032/60 [S2:+mat]:  51%|█▌ | 170/333 [01:56<01:47,  1.51it/s, loss=0.683, pair=0.004, adv=3.513, sprd=0.020]
Ep 032/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:47,  1.51it/s, loss=0.678, pair=0.003, adv=3.241, sprd=0.022]
Ep 032/60 [S2:+mat]:  51%|█▌ | 171/333 [01:57<01:50,  1.46it/s, loss=0.678, pair=0.003, adv=3.241, sprd=0.022]
Ep 032/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:50,  1.46it/s, loss=0.707, pair=0.008, adv=3.619, sprd=0.030]
Ep 032/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:47,  1.50it/s, loss=0.707, pair=0.008, adv=3.619, sprd=0.030]
Ep 032/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:47,  1.50it/s, loss=0.697, pair=0.023, adv=3.523, sprd=0.020]
Ep 032/60 [S2:+mat]:  52%|█▌ | 173/333 [01:58<01:50,  1.44it/s, loss=0.697, pair=0.023, adv=3.523, sprd=0.020]
Ep 032/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:50,  1.44it/s, loss=0.692, pair=0.004, adv=3.515, sprd=0.024]
Ep 032/60 [S2:+mat]:  52%|█▌ | 174/333 [01:59<01:45,  1.51it/s, loss=0.692, pair=0.004, adv=3.515, sprd=0.024]
Ep 032/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:45,  1.51it/s, loss=0.774, pair=0.010, adv=3.590, sprd=0.023]
Ep 032/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:48,  1.45it/s, loss=0.774, pair=0.010, adv=3.590, sprd=0.023]
Ep 032/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:48,  1.45it/s, loss=0.702, pair=0.030, adv=3.733, sprd=0.026]
Ep 032/60 [S2:+mat]:  53%|█▌ | 176/333 [02:00<01:43,  1.51it/s, loss=0.702, pair=0.030, adv=3.733, sprd=0.026]
Ep 032/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:43,  1.51it/s, loss=0.716, pair=0.043, adv=3.753, sprd=0.022]
Ep 032/60 [S2:+mat]:  53%|█▌ | 177/333 [02:01<01:46,  1.46it/s, loss=0.716, pair=0.043, adv=3.753, sprd=0.022]
Ep 032/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:46,  1.46it/s, loss=0.701, pair=0.073, adv=3.580, sprd=0.021]
Ep 032/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:41,  1.53it/s, loss=0.701, pair=0.073, adv=3.580, sprd=0.021]
Ep 032/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:41,  1.53it/s, loss=0.697, pair=0.004, adv=3.473, sprd=0.024]
Ep 032/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:47,  1.44it/s, loss=0.697, pair=0.004, adv=3.473, sprd=0.024]
Ep 032/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:47,  1.44it/s, loss=0.682, pair=0.006, adv=3.366, sprd=0.020]
Ep 032/60 [S2:+mat]:  54%|█▌ | 180/333 [02:03<01:41,  1.51it/s, loss=0.682, pair=0.006, adv=3.366, sprd=0.020]
Ep 032/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:41,  1.51it/s, loss=0.724, pair=0.019, adv=3.693, sprd=0.029]
Ep 032/60 [S2:+mat]:  54%|█▋ | 181/333 [02:04<01:48,  1.40it/s, loss=0.724, pair=0.019, adv=3.693, sprd=0.029]
Ep 032/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:48,  1.40it/s, loss=0.689, pair=0.016, adv=3.471, sprd=0.021]
Ep 032/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:41,  1.49it/s, loss=0.689, pair=0.016, adv=3.471, sprd=0.021]
Ep 032/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:41,  1.49it/s, loss=0.697, pair=0.028, adv=3.811, sprd=0.023]
Ep 032/60 [S2:+mat]:  55%|█▋ | 183/333 [02:05<01:43,  1.45it/s, loss=0.697, pair=0.028, adv=3.811, sprd=0.023]
Ep 032/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:43,  1.45it/s, loss=0.703, pair=0.006, adv=3.467, sprd=0.026]
Ep 032/60 [S2:+mat]:  55%|█▋ | 184/333 [02:06<01:39,  1.50it/s, loss=0.703, pair=0.006, adv=3.467, sprd=0.026]
Ep 032/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:39,  1.50it/s, loss=0.673, pair=0.010, adv=3.673, sprd=0.017]
Ep 032/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:41,  1.45it/s, loss=0.673, pair=0.010, adv=3.673, sprd=0.017]
Ep 032/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:41,  1.45it/s, loss=0.679, pair=0.007, adv=3.625, sprd=0.021]
Ep 032/60 [S2:+mat]:  56%|█▋ | 186/333 [02:07<01:37,  1.50it/s, loss=0.679, pair=0.007, adv=3.625, sprd=0.021]
Ep 032/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:37,  1.50it/s, loss=0.702, pair=0.005, adv=3.651, sprd=0.024]
Ep 032/60 [S2:+mat]:  56%|█▋ | 187/333 [02:08<01:43,  1.41it/s, loss=0.702, pair=0.005, adv=3.651, sprd=0.024]
Ep 032/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:43,  1.41it/s, loss=0.689, pair=0.026, adv=3.573, sprd=0.022]
Ep 032/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:36,  1.51it/s, loss=0.689, pair=0.026, adv=3.573, sprd=0.022]
Ep 032/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:36,  1.51it/s, loss=0.720, pair=0.006, adv=3.821, sprd=0.031]
Ep 032/60 [S2:+mat]:  57%|█▋ | 189/333 [02:09<01:40,  1.44it/s, loss=0.720, pair=0.006, adv=3.821, sprd=0.031]
Ep 032/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:40,  1.44it/s, loss=0.701, pair=0.012, adv=3.926, sprd=0.027]
Ep 032/60 [S2:+mat]:  57%|█▋ | 190/333 [02:10<01:36,  1.48it/s, loss=0.701, pair=0.012, adv=3.926, sprd=0.027]
Ep 032/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:36,  1.48it/s, loss=0.702, pair=0.012, adv=3.639, sprd=0.028]
Ep 032/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:38,  1.45it/s, loss=0.702, pair=0.012, adv=3.639, sprd=0.028]
Ep 032/60 [S2:+mat]:  57%|█▋ | 191/333 [02:11<01:38,  1.45it/s, loss=0.720, pair=0.017, adv=3.953, sprd=0.030]
Ep 032/60 [S2:+mat]:  58%|█▋ | 192/333 [02:11<01:34,  1.49it/s, loss=0.720, pair=0.017, adv=3.953, sprd=0.030]
Ep 032/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:34,  1.49it/s, loss=0.713, pair=0.003, adv=3.915, sprd=0.027]
Ep 032/60 [S2:+mat]:  58%|█▋ | 193/333 [02:12<01:41,  1.37it/s, loss=0.713, pair=0.003, adv=3.915, sprd=0.027]
Ep 032/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:41,  1.37it/s, loss=0.689, pair=0.008, adv=3.925, sprd=0.023]
Ep 032/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:35,  1.46it/s, loss=0.689, pair=0.008, adv=3.925, sprd=0.023]
Ep 032/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:35,  1.46it/s, loss=0.793, pair=0.017, adv=3.744, sprd=0.029]
Ep 032/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:38,  1.40it/s, loss=0.793, pair=0.017, adv=3.744, sprd=0.029]
Ep 032/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:38,  1.40it/s, loss=0.674, pair=0.008, adv=3.862, sprd=0.020]
Ep 032/60 [S2:+mat]:  59%|█▊ | 196/333 [02:14<01:32,  1.48it/s, loss=0.674, pair=0.008, adv=3.862, sprd=0.020]
Ep 032/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:32,  1.48it/s, loss=0.794, pair=0.051, adv=3.942, sprd=0.028]
Ep 032/60 [S2:+mat]:  59%|█▊ | 197/333 [02:15<01:34,  1.43it/s, loss=0.794, pair=0.051, adv=3.942, sprd=0.028]
Ep 032/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:34,  1.43it/s, loss=0.686, pair=0.013, adv=3.689, sprd=0.022]
Ep 032/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:30,  1.49it/s, loss=0.686, pair=0.013, adv=3.689, sprd=0.022]
Ep 032/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:30,  1.49it/s, loss=0.723, pair=0.038, adv=3.603, sprd=0.020]
Ep 032/60 [S2:+mat]:  60%|█▊ | 199/333 [02:16<01:34,  1.41it/s, loss=0.723, pair=0.038, adv=3.603, sprd=0.020]
Ep 032/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:34,  1.41it/s, loss=0.686, pair=0.004, adv=3.672, sprd=0.022]
Ep 032/60 [S2:+mat]:  60%|█▊ | 200/333 [02:17<01:28,  1.50it/s, loss=0.686, pair=0.004, adv=3.672, sprd=0.022]
Ep 032/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:28,  1.50it/s, loss=0.672, pair=0.004, adv=3.835, sprd=0.017]
Ep 032/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:32,  1.43it/s, loss=0.672, pair=0.004, adv=3.835, sprd=0.017]
Ep 032/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:32,  1.43it/s, loss=0.673, pair=0.011, adv=3.761, sprd=0.020]
Ep 032/60 [S2:+mat]:  61%|█▊ | 202/333 [02:18<01:26,  1.51it/s, loss=0.673, pair=0.011, adv=3.761, sprd=0.020]
Ep 032/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:26,  1.51it/s, loss=0.701, pair=0.011, adv=3.931, sprd=0.024]
Ep 032/60 [S2:+mat]:  61%|█▊ | 203/333 [02:19<01:30,  1.43it/s, loss=0.701, pair=0.011, adv=3.931, sprd=0.024]
Ep 032/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:30,  1.43it/s, loss=0.687, pair=0.007, adv=3.740, sprd=0.018]
Ep 032/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:25,  1.51it/s, loss=0.687, pair=0.007, adv=3.740, sprd=0.018]
Ep 032/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:25,  1.51it/s, loss=0.685, pair=0.011, adv=3.622, sprd=0.020]
Ep 032/60 [S2:+mat]:  62%|█▊ | 205/333 [02:20<01:27,  1.47it/s, loss=0.685, pair=0.011, adv=3.622, sprd=0.020]
Ep 032/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:27,  1.47it/s, loss=0.704, pair=0.001, adv=3.796, sprd=0.028]
Ep 032/60 [S2:+mat]:  62%|█▊ | 206/333 [02:21<01:23,  1.53it/s, loss=0.704, pair=0.001, adv=3.796, sprd=0.028]
Ep 032/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:23,  1.53it/s, loss=0.696, pair=0.000, adv=4.044, sprd=0.027]
Ep 032/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:27,  1.44it/s, loss=0.696, pair=0.000, adv=4.044, sprd=0.027]
Ep 032/60 [S2:+mat]:  62%|█▊ | 207/333 [02:22<01:27,  1.44it/s, loss=0.689, pair=0.005, adv=3.677, sprd=0.027]
Ep 032/60 [S2:+mat]:  62%|█▊ | 208/333 [02:22<01:23,  1.50it/s, loss=0.689, pair=0.005, adv=3.677, sprd=0.027]
Ep 032/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:23,  1.50it/s, loss=0.678, pair=0.008, adv=3.783, sprd=0.020]
Ep 032/60 [S2:+mat]:  63%|█▉ | 209/333 [02:23<01:25,  1.46it/s, loss=0.678, pair=0.008, adv=3.783, sprd=0.020]
Ep 032/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:25,  1.46it/s, loss=0.700, pair=0.005, adv=3.786, sprd=0.027]
Ep 032/60 [S2:+mat]:  63%|█▉ | 210/333 [02:24<01:21,  1.52it/s, loss=0.700, pair=0.005, adv=3.786, sprd=0.027]
Ep 032/60 [S2:+mat]:  63%|█▉ | 210/333 [02:24<01:21,  1.52it/s, loss=0.716, pair=0.000, adv=3.809, sprd=0.031]
Ep 032/60 [S2:+mat]:  63%|█▉ | 211/333 [02:24<01:24,  1.45it/s, loss=0.716, pair=0.000, adv=3.809, sprd=0.031]
Ep 032/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:24,  1.45it/s, loss=0.696, pair=0.001, adv=3.715, sprd=0.026]
Ep 032/60 [S2:+mat]:  64%|█▉ | 212/333 [02:25<01:20,  1.50it/s, loss=0.696, pair=0.001, adv=3.715, sprd=0.026]
Ep 032/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:20,  1.50it/s, loss=0.698, pair=0.025, adv=3.653, sprd=0.021]
Ep 032/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:20,  1.49it/s, loss=0.698, pair=0.025, adv=3.653, sprd=0.021]
Ep 032/60 [S2:+mat]:  64%|█▉ | 213/333 [02:26<01:20,  1.49it/s, loss=0.676, pair=0.005, adv=3.801, sprd=0.022]
Ep 032/60 [S2:+mat]:  64%|█▉ | 214/333 [02:26<01:16,  1.55it/s, loss=0.676, pair=0.005, adv=3.801, sprd=0.022]
Ep 032/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:16,  1.55it/s, loss=0.703, pair=0.009, adv=3.817, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 215/333 [02:27<01:19,  1.49it/s, loss=0.703, pair=0.009, adv=3.817, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:19,  1.49it/s, loss=0.680, pair=0.006, adv=3.839, sprd=0.022]
Ep 032/60 [S2:+mat]:  65%|█▉ | 216/333 [02:28<01:15,  1.54it/s, loss=0.680, pair=0.006, adv=3.839, sprd=0.022]
Ep 032/60 [S2:+mat]:  65%|█▉ | 216/333 [02:28<01:15,  1.54it/s, loss=0.685, pair=0.000, adv=3.753, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 217/333 [02:28<01:22,  1.41it/s, loss=0.685, pair=0.000, adv=3.753, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 217/333 [02:29<01:22,  1.41it/s, loss=0.699, pair=0.013, adv=3.843, sprd=0.024]
Ep 032/60 [S2:+mat]:  65%|█▉ | 218/333 [02:29<01:17,  1.49it/s, loss=0.699, pair=0.013, adv=3.843, sprd=0.024]
Ep 032/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:17,  1.49it/s, loss=0.692, pair=0.018, adv=3.502, sprd=0.022]
Ep 032/60 [S2:+mat]:  66%|█▉ | 219/333 [02:30<01:21,  1.40it/s, loss=0.692, pair=0.018, adv=3.502, sprd=0.022]
Ep 032/60 [S2:+mat]:  66%|█▉ | 219/333 [02:30<01:21,  1.40it/s, loss=0.694, pair=0.013, adv=3.869, sprd=0.024]
Ep 032/60 [S2:+mat]:  66%|█▉ | 220/333 [02:30<01:16,  1.47it/s, loss=0.694, pair=0.013, adv=3.869, sprd=0.024]
Ep 032/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:16,  1.47it/s, loss=0.704, pair=0.016, adv=3.739, sprd=0.025]
Ep 032/60 [S2:+mat]:  66%|█▉ | 221/333 [02:31<01:19,  1.40it/s, loss=0.704, pair=0.016, adv=3.739, sprd=0.025]
Ep 032/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:19,  1.40it/s, loss=0.701, pair=0.012, adv=3.883, sprd=0.028]
Ep 032/60 [S2:+mat]:  67%|██ | 222/333 [02:32<01:16,  1.46it/s, loss=0.701, pair=0.012, adv=3.883, sprd=0.028]
Ep 032/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:16,  1.46it/s, loss=0.696, pair=0.008, adv=3.661, sprd=0.023]
Ep 032/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:17,  1.41it/s, loss=0.696, pair=0.008, adv=3.661, sprd=0.023]
Ep 032/60 [S2:+mat]:  67%|██ | 223/333 [02:33<01:17,  1.41it/s, loss=0.677, pair=0.021, adv=3.426, sprd=0.020]
Ep 032/60 [S2:+mat]:  67%|██ | 224/333 [02:33<01:12,  1.50it/s, loss=0.677, pair=0.021, adv=3.426, sprd=0.020]
Ep 032/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:12,  1.50it/s, loss=0.703, pair=0.002, adv=3.611, sprd=0.025]
Ep 032/60 [S2:+mat]:  68%|██ | 225/333 [02:34<01:16,  1.40it/s, loss=0.703, pair=0.002, adv=3.611, sprd=0.025]
Ep 032/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:16,  1.40it/s, loss=0.707, pair=0.008, adv=3.863, sprd=0.028]
Ep 032/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:12,  1.47it/s, loss=0.707, pair=0.008, adv=3.863, sprd=0.028]
Ep 032/60 [S2:+mat]:  68%|██ | 226/333 [02:35<01:12,  1.47it/s, loss=0.718, pair=0.020, adv=3.627, sprd=0.026]
Ep 032/60 [S2:+mat]:  68%|██ | 227/333 [02:35<01:15,  1.40it/s, loss=0.718, pair=0.020, adv=3.627, sprd=0.026]
Ep 032/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:15,  1.40it/s, loss=0.685, pair=0.007, adv=3.696, sprd=0.020]
Ep 032/60 [S2:+mat]:  68%|██ | 228/333 [02:36<01:10,  1.49it/s, loss=0.685, pair=0.007, adv=3.696, sprd=0.020]
Ep 032/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.49it/s, loss=0.718, pair=0.021, adv=3.859, sprd=0.027]
Ep 032/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:13,  1.42it/s, loss=0.718, pair=0.021, adv=3.859, sprd=0.027]
Ep 032/60 [S2:+mat]:  69%|██ | 229/333 [02:37<01:13,  1.42it/s, loss=0.681, pair=0.004, adv=3.853, sprd=0.022]
Ep 032/60 [S2:+mat]:  69%|██ | 230/333 [02:37<01:09,  1.48it/s, loss=0.681, pair=0.004, adv=3.853, sprd=0.022]
Ep 032/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:09,  1.48it/s, loss=0.691, pair=0.012, adv=3.713, sprd=0.023]
Ep 032/60 [S2:+mat]:  69%|██ | 231/333 [02:38<01:11,  1.43it/s, loss=0.691, pair=0.012, adv=3.713, sprd=0.023]
Ep 032/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:11,  1.43it/s, loss=0.701, pair=0.016, adv=3.792, sprd=0.026]
Ep 032/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:08,  1.48it/s, loss=0.701, pair=0.016, adv=3.792, sprd=0.026]
Ep 032/60 [S2:+mat]:  70%|██ | 232/333 [02:39<01:08,  1.48it/s, loss=0.702, pair=0.005, adv=3.434, sprd=0.023]
Ep 032/60 [S2:+mat]:  70%|██ | 233/333 [02:39<01:09,  1.43it/s, loss=0.702, pair=0.005, adv=3.434, sprd=0.023]
Ep 032/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:09,  1.43it/s, loss=0.696, pair=0.001, adv=3.658, sprd=0.024]
Ep 032/60 [S2:+mat]:  70%|██ | 234/333 [02:40<01:05,  1.51it/s, loss=0.696, pair=0.001, adv=3.658, sprd=0.024]
Ep 032/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:05,  1.51it/s, loss=0.722, pair=0.007, adv=3.591, sprd=0.027]
Ep 032/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:09,  1.40it/s, loss=0.722, pair=0.007, adv=3.591, sprd=0.027]
Ep 032/60 [S2:+mat]:  71%|██ | 235/333 [02:41<01:09,  1.40it/s, loss=0.708, pair=0.012, adv=3.946, sprd=0.029]
Ep 032/60 [S2:+mat]:  71%|██▏| 236/333 [02:41<01:05,  1.48it/s, loss=0.708, pair=0.012, adv=3.946, sprd=0.029]
Ep 032/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:05,  1.48it/s, loss=0.709, pair=0.002, adv=3.760, sprd=0.024]
Ep 032/60 [S2:+mat]:  71%|██▏| 237/333 [02:42<01:07,  1.42it/s, loss=0.709, pair=0.002, adv=3.760, sprd=0.024]
Ep 032/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:07,  1.42it/s, loss=0.660, pair=0.012, adv=3.456, sprd=0.020]
Ep 032/60 [S2:+mat]:  71%|██▏| 238/333 [02:43<01:03,  1.50it/s, loss=0.660, pair=0.012, adv=3.456, sprd=0.020]
Ep 032/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.706, pair=0.018, adv=3.792, sprd=0.027]
Ep 032/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:05,  1.43it/s, loss=0.706, pair=0.018, adv=3.792, sprd=0.027]
Ep 032/60 [S2:+mat]:  72%|██▏| 239/333 [02:44<01:05,  1.43it/s, loss=0.698, pair=0.050, adv=3.779, sprd=0.023]
Ep 032/60 [S2:+mat]:  72%|██▏| 240/333 [02:44<01:02,  1.49it/s, loss=0.698, pair=0.050, adv=3.779, sprd=0.023]
Ep 032/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:02,  1.49it/s, loss=0.696, pair=0.021, adv=3.742, sprd=0.022]
Ep 032/60 [S2:+mat]:  72%|██▏| 241/333 [02:45<01:03,  1.44it/s, loss=0.696, pair=0.021, adv=3.742, sprd=0.022]
Ep 032/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:03,  1.44it/s, loss=0.689, pair=0.021, adv=3.712, sprd=0.022]
Ep 032/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.51it/s, loss=0.689, pair=0.021, adv=3.712, sprd=0.022]
Ep 032/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.51it/s, loss=0.717, pair=0.020, adv=3.733, sprd=0.027]
Ep 032/60 [S2:+mat]:  73%|██▏| 243/333 [02:46<01:02,  1.43it/s, loss=0.717, pair=0.020, adv=3.733, sprd=0.027]
Ep 032/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:02,  1.43it/s, loss=0.695, pair=0.033, adv=3.766, sprd=0.023]
Ep 032/60 [S2:+mat]:  73%|██▏| 244/333 [02:47<00:59,  1.50it/s, loss=0.695, pair=0.033, adv=3.766, sprd=0.023]
Ep 032/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<00:59,  1.50it/s, loss=0.710, pair=0.021, adv=3.453, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:01,  1.43it/s, loss=0.710, pair=0.021, adv=3.453, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 245/333 [02:48<01:01,  1.43it/s, loss=0.680, pair=0.015, adv=3.598, sprd=0.019]
Ep 032/60 [S2:+mat]:  74%|██▏| 246/333 [02:48<00:57,  1.52it/s, loss=0.680, pair=0.015, adv=3.598, sprd=0.019]
Ep 032/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:57,  1.52it/s, loss=0.692, pair=0.010, adv=3.533, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 247/333 [02:49<01:00,  1.43it/s, loss=0.692, pair=0.010, adv=3.533, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:00,  1.43it/s, loss=0.708, pair=0.015, adv=3.702, sprd=0.027]
Ep 032/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:57,  1.49it/s, loss=0.708, pair=0.015, adv=3.702, sprd=0.027]
Ep 032/60 [S2:+mat]:  74%|██▏| 248/333 [02:50<00:57,  1.49it/s, loss=0.699, pair=0.040, adv=3.763, sprd=0.022]
Ep 032/60 [S2:+mat]:  75%|██▏| 249/333 [02:50<00:59,  1.42it/s, loss=0.699, pair=0.040, adv=3.763, sprd=0.022]
Ep 032/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<00:59,  1.42it/s, loss=0.706, pair=0.009, adv=3.580, sprd=0.025]
Ep 032/60 [S2:+mat]:  75%|██▎| 250/333 [02:51<00:56,  1.48it/s, loss=0.706, pair=0.009, adv=3.580, sprd=0.025]
Ep 032/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:56,  1.48it/s, loss=0.743, pair=0.009, adv=3.443, sprd=0.030]
Ep 032/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:57,  1.43it/s, loss=0.743, pair=0.009, adv=3.443, sprd=0.030]
Ep 032/60 [S2:+mat]:  75%|██▎| 251/333 [02:52<00:57,  1.43it/s, loss=0.670, pair=0.009, adv=3.325, sprd=0.018]
Ep 032/60 [S2:+mat]:  76%|██▎| 252/333 [02:52<00:53,  1.51it/s, loss=0.670, pair=0.009, adv=3.325, sprd=0.018]
Ep 032/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:53,  1.51it/s, loss=0.691, pair=0.009, adv=3.378, sprd=0.020]
Ep 032/60 [S2:+mat]:  76%|██▎| 253/333 [02:53<00:55,  1.44it/s, loss=0.691, pair=0.009, adv=3.378, sprd=0.020]
Ep 032/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:55,  1.44it/s, loss=0.693, pair=0.008, adv=3.650, sprd=0.022]
Ep 032/60 [S2:+mat]:  76%|██▎| 254/333 [02:54<00:52,  1.50it/s, loss=0.693, pair=0.008, adv=3.650, sprd=0.022]
Ep 032/60 [S2:+mat]:  76%|██▎| 254/333 [02:54<00:52,  1.50it/s, loss=0.694, pair=0.017, adv=3.481, sprd=0.018]
Ep 032/60 [S2:+mat]:  77%|██▎| 255/333 [02:54<00:54,  1.44it/s, loss=0.694, pair=0.017, adv=3.481, sprd=0.018]
Ep 032/60 [S2:+mat]:  77%|██▎| 255/333 [02:55<00:54,  1.44it/s, loss=0.685, pair=0.011, adv=3.783, sprd=0.026]
Ep 032/60 [S2:+mat]:  77%|██▎| 256/333 [02:55<00:51,  1.49it/s, loss=0.685, pair=0.011, adv=3.783, sprd=0.026]
Ep 032/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:51,  1.49it/s, loss=0.698, pair=0.022, adv=3.557, sprd=0.024]
Ep 032/60 [S2:+mat]:  77%|██▎| 257/333 [02:56<00:54,  1.39it/s, loss=0.698, pair=0.022, adv=3.557, sprd=0.024]
Ep 032/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:54,  1.39it/s, loss=0.717, pair=0.007, adv=3.633, sprd=0.031]
Ep 032/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:51,  1.45it/s, loss=0.717, pair=0.007, adv=3.633, sprd=0.031]
Ep 032/60 [S2:+mat]:  77%|██▎| 258/333 [02:57<00:51,  1.45it/s, loss=0.702, pair=0.006, adv=3.855, sprd=0.025]
Ep 032/60 [S2:+mat]:  78%|██▎| 259/333 [02:57<00:51,  1.42it/s, loss=0.702, pair=0.006, adv=3.855, sprd=0.025]
Ep 032/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:51,  1.42it/s, loss=0.666, pair=0.004, adv=3.450, sprd=0.017]
Ep 032/60 [S2:+mat]:  78%|██▎| 260/333 [02:58<00:48,  1.52it/s, loss=0.666, pair=0.004, adv=3.450, sprd=0.017]
Ep 032/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:48,  1.52it/s, loss=0.687, pair=0.028, adv=3.553, sprd=0.017]
Ep 032/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:49,  1.44it/s, loss=0.687, pair=0.028, adv=3.553, sprd=0.017]
Ep 032/60 [S2:+mat]:  78%|██▎| 261/333 [02:59<00:49,  1.44it/s, loss=0.687, pair=0.005, adv=3.783, sprd=0.020]
Ep 032/60 [S2:+mat]:  79%|██▎| 262/333 [02:59<00:47,  1.51it/s, loss=0.687, pair=0.005, adv=3.783, sprd=0.020]
Ep 032/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:47,  1.51it/s, loss=0.708, pair=0.007, adv=3.694, sprd=0.028]
Ep 032/60 [S2:+mat]:  79%|██▎| 263/333 [03:00<00:47,  1.46it/s, loss=0.708, pair=0.007, adv=3.694, sprd=0.028]
Ep 032/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:47,  1.46it/s, loss=0.692, pair=0.021, adv=3.781, sprd=0.025]
Ep 032/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:45,  1.52it/s, loss=0.692, pair=0.021, adv=3.781, sprd=0.025]
Ep 032/60 [S2:+mat]:  79%|██▍| 264/333 [03:01<00:45,  1.52it/s, loss=0.714, pair=0.007, adv=3.599, sprd=0.025]
Ep 032/60 [S2:+mat]:  80%|██▍| 265/333 [03:01<00:47,  1.44it/s, loss=0.714, pair=0.007, adv=3.599, sprd=0.025]
Ep 032/60 [S2:+mat]:  80%|██▍| 265/333 [03:02<00:47,  1.44it/s, loss=0.687, pair=0.001, adv=3.724, sprd=0.023]
Ep 032/60 [S2:+mat]:  80%|██▍| 266/333 [03:02<00:44,  1.50it/s, loss=0.687, pair=0.001, adv=3.724, sprd=0.023]
Ep 032/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:44,  1.50it/s, loss=0.713, pair=0.052, adv=3.509, sprd=0.024]
Ep 032/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:45,  1.45it/s, loss=0.713, pair=0.052, adv=3.509, sprd=0.024]
Ep 032/60 [S2:+mat]:  80%|██▍| 267/333 [03:03<00:45,  1.45it/s, loss=0.690, pair=0.071, adv=3.279, sprd=0.017]
Ep 032/60 [S2:+mat]:  80%|██▍| 268/333 [03:03<00:42,  1.53it/s, loss=0.690, pair=0.071, adv=3.279, sprd=0.017]
Ep 032/60 [S2:+mat]:  80%|██▍| 268/333 [03:04<00:42,  1.53it/s, loss=0.699, pair=0.046, adv=3.509, sprd=0.019]
Ep 032/60 [S2:+mat]:  81%|██▍| 269/333 [03:04<00:43,  1.47it/s, loss=0.699, pair=0.046, adv=3.509, sprd=0.019]
Ep 032/60 [S2:+mat]:  81%|██▍| 269/333 [03:05<00:43,  1.47it/s, loss=0.688, pair=0.023, adv=3.749, sprd=0.024]
Ep 032/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:41,  1.52it/s, loss=0.688, pair=0.023, adv=3.749, sprd=0.024]
Ep 032/60 [S2:+mat]:  81%|██▍| 270/333 [03:05<00:41,  1.52it/s, loss=0.768, pair=0.003, adv=3.758, sprd=0.022]
Ep 032/60 [S2:+mat]:  81%|██▍| 271/333 [03:05<00:42,  1.45it/s, loss=0.768, pair=0.003, adv=3.758, sprd=0.022]
Ep 032/60 [S2:+mat]:  81%|██▍| 271/333 [03:06<00:42,  1.45it/s, loss=0.680, pair=0.037, adv=3.349, sprd=0.018]
Ep 032/60 [S2:+mat]:  82%|██▍| 272/333 [03:06<00:39,  1.55it/s, loss=0.680, pair=0.037, adv=3.349, sprd=0.018]
Ep 032/60 [S2:+mat]:  82%|██▍| 272/333 [03:07<00:39,  1.55it/s, loss=0.697, pair=0.023, adv=3.440, sprd=0.022]
Ep 032/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:40,  1.47it/s, loss=0.697, pair=0.023, adv=3.440, sprd=0.022]
Ep 032/60 [S2:+mat]:  82%|██▍| 273/333 [03:07<00:40,  1.47it/s, loss=0.719, pair=0.070, adv=3.539, sprd=0.025]
Ep 032/60 [S2:+mat]:  82%|██▍| 274/333 [03:07<00:38,  1.54it/s, loss=0.719, pair=0.070, adv=3.539, sprd=0.025]
Ep 032/60 [S2:+mat]:  82%|██▍| 274/333 [03:08<00:38,  1.54it/s, loss=0.683, pair=0.042, adv=3.311, sprd=0.017]
Ep 032/60 [S2:+mat]:  83%|██▍| 275/333 [03:08<00:39,  1.47it/s, loss=0.683, pair=0.042, adv=3.311, sprd=0.017]
Ep 032/60 [S2:+mat]:  83%|██▍| 275/333 [03:09<00:39,  1.47it/s, loss=0.694, pair=0.051, adv=3.486, sprd=0.023]
Ep 032/60 [S2:+mat]:  83%|██▍| 276/333 [03:09<00:37,  1.52it/s, loss=0.694, pair=0.051, adv=3.486, sprd=0.023]
Ep 032/60 [S2:+mat]:  83%|██▍| 276/333 [03:09<00:37,  1.52it/s, loss=0.678, pair=0.017, adv=3.540, sprd=0.022]
Ep 032/60 [S2:+mat]:  83%|██▍| 277/333 [03:09<00:39,  1.43it/s, loss=0.678, pair=0.017, adv=3.540, sprd=0.022]
Ep 032/60 [S2:+mat]:  83%|██▍| 277/333 [03:10<00:39,  1.43it/s, loss=0.722, pair=0.011, adv=3.782, sprd=0.031]
Ep 032/60 [S2:+mat]:  83%|██▌| 278/333 [03:10<00:37,  1.49it/s, loss=0.722, pair=0.011, adv=3.782, sprd=0.031]
Ep 032/60 [S2:+mat]:  83%|██▌| 278/333 [03:11<00:37,  1.49it/s, loss=0.724, pair=0.077, adv=3.588, sprd=0.024]
Ep 032/60 [S2:+mat]:  84%|██▌| 279/333 [03:11<00:37,  1.45it/s, loss=0.724, pair=0.077, adv=3.588, sprd=0.024]
Ep 032/60 [S2:+mat]:  84%|██▌| 279/333 [03:11<00:37,  1.45it/s, loss=0.706, pair=0.046, adv=3.784, sprd=0.026]
Ep 032/60 [S2:+mat]:  84%|██▌| 280/333 [03:11<00:35,  1.50it/s, loss=0.706, pair=0.046, adv=3.784, sprd=0.026]
Ep 032/60 [S2:+mat]:  84%|██▌| 280/333 [03:12<00:35,  1.50it/s, loss=0.698, pair=0.009, adv=3.615, sprd=0.023]
Ep 032/60 [S2:+mat]:  84%|██▌| 281/333 [03:12<00:36,  1.42it/s, loss=0.698, pair=0.009, adv=3.615, sprd=0.023]
Ep 032/60 [S2:+mat]:  84%|██▌| 281/333 [03:13<00:36,  1.42it/s, loss=0.700, pair=0.008, adv=3.687, sprd=0.023]
Ep 032/60 [S2:+mat]:  85%|██▌| 282/333 [03:13<00:34,  1.47it/s, loss=0.700, pair=0.008, adv=3.687, sprd=0.023]
Ep 032/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.47it/s, loss=0.718, pair=0.051, adv=3.549, sprd=0.021]
Ep 032/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:36,  1.36it/s, loss=0.718, pair=0.051, adv=3.549, sprd=0.021]
Ep 032/60 [S2:+mat]:  85%|██▌| 283/333 [03:14<00:36,  1.36it/s, loss=0.689, pair=0.007, adv=3.791, sprd=0.024]
Ep 032/60 [S2:+mat]:  85%|██▌| 284/333 [03:14<00:34,  1.44it/s, loss=0.689, pair=0.007, adv=3.791, sprd=0.024]
Ep 032/60 [S2:+mat]:  85%|██▌| 284/333 [03:15<00:34,  1.44it/s, loss=0.724, pair=0.026, adv=3.659, sprd=0.028]
Ep 032/60 [S2:+mat]:  86%|██▌| 285/333 [03:15<00:34,  1.37it/s, loss=0.724, pair=0.026, adv=3.659, sprd=0.028]
Ep 032/60 [S2:+mat]:  86%|██▌| 285/333 [03:16<00:34,  1.37it/s, loss=0.691, pair=0.067, adv=3.247, sprd=0.023]
Ep 032/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:32,  1.45it/s, loss=0.691, pair=0.067, adv=3.247, sprd=0.023]
Ep 032/60 [S2:+mat]:  86%|██▌| 286/333 [03:16<00:32,  1.45it/s, loss=0.715, pair=0.079, adv=3.643, sprd=0.021]
Ep 032/60 [S2:+mat]:  86%|██▌| 287/333 [03:16<00:34,  1.35it/s, loss=0.715, pair=0.079, adv=3.643, sprd=0.021]
Ep 032/60 [S2:+mat]:  86%|██▌| 287/333 [03:17<00:34,  1.35it/s, loss=0.713, pair=0.018, adv=3.694, sprd=0.030]
Ep 032/60 [S2:+mat]:  86%|██▌| 288/333 [03:17<00:31,  1.42it/s, loss=0.713, pair=0.018, adv=3.694, sprd=0.030]
Ep 032/60 [S2:+mat]:  86%|██▌| 288/333 [03:18<00:31,  1.42it/s, loss=0.726, pair=0.061, adv=3.542, sprd=0.024]
Ep 032/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:31,  1.39it/s, loss=0.726, pair=0.061, adv=3.542, sprd=0.024]
Ep 032/60 [S2:+mat]:  87%|██▌| 289/333 [03:18<00:31,  1.39it/s, loss=0.702, pair=0.035, adv=3.676, sprd=0.025]
Ep 032/60 [S2:+mat]:  87%|██▌| 290/333 [03:18<00:29,  1.45it/s, loss=0.702, pair=0.035, adv=3.676, sprd=0.025]
Ep 032/60 [S2:+mat]:  87%|██▌| 290/333 [03:19<00:29,  1.45it/s, loss=0.699, pair=0.012, adv=3.658, sprd=0.023]
Ep 032/60 [S2:+mat]:  87%|██▌| 291/333 [03:19<00:29,  1.42it/s, loss=0.699, pair=0.012, adv=3.658, sprd=0.023]
Ep 032/60 [S2:+mat]:  87%|██▌| 291/333 [03:20<00:29,  1.42it/s, loss=0.650, pair=0.027, adv=3.145, sprd=0.017]
Ep 032/60 [S2:+mat]:  88%|██▋| 292/333 [03:20<00:27,  1.50it/s, loss=0.650, pair=0.027, adv=3.145, sprd=0.017]
Ep 032/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.50it/s, loss=0.722, pair=0.009, adv=3.745, sprd=0.029]
Ep 032/60 [S2:+mat]:  88%|██▋| 293/333 [03:21<00:27,  1.44it/s, loss=0.722, pair=0.009, adv=3.745, sprd=0.029]
Ep 032/60 [S2:+mat]:  88%|██▋| 293/333 [03:21<00:27,  1.44it/s, loss=0.698, pair=0.042, adv=3.779, sprd=0.022]
Ep 032/60 [S2:+mat]:  88%|██▋| 294/333 [03:21<00:25,  1.50it/s, loss=0.698, pair=0.042, adv=3.779, sprd=0.022]
Ep 032/60 [S2:+mat]:  88%|██▋| 294/333 [03:22<00:25,  1.50it/s, loss=0.714, pair=0.061, adv=3.475, sprd=0.022]
Ep 032/60 [S2:+mat]:  89%|██▋| 295/333 [03:22<00:26,  1.46it/s, loss=0.714, pair=0.061, adv=3.475, sprd=0.022]
Ep 032/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.46it/s, loss=0.728, pair=0.051, adv=3.538, sprd=0.027]
Ep 032/60 [S2:+mat]:  89%|██▋| 296/333 [03:23<00:24,  1.50it/s, loss=0.728, pair=0.051, adv=3.538, sprd=0.027]
Ep 032/60 [S2:+mat]:  89%|██▋| 296/333 [03:23<00:24,  1.50it/s, loss=0.709, pair=0.015, adv=3.591, sprd=0.026]
Ep 032/60 [S2:+mat]:  89%|██▋| 297/333 [03:23<00:25,  1.41it/s, loss=0.709, pair=0.015, adv=3.591, sprd=0.026]
Ep 032/60 [S2:+mat]:  89%|██▋| 297/333 [03:24<00:25,  1.41it/s, loss=0.699, pair=0.027, adv=3.635, sprd=0.022]
Ep 032/60 [S2:+mat]:  89%|██▋| 298/333 [03:24<00:23,  1.49it/s, loss=0.699, pair=0.027, adv=3.635, sprd=0.022]
Ep 032/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.49it/s, loss=0.718, pair=0.030, adv=3.631, sprd=0.028]
Ep 032/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.43it/s, loss=0.718, pair=0.030, adv=3.631, sprd=0.028]
Ep 032/60 [S2:+mat]:  90%|██▋| 299/333 [03:25<00:23,  1.43it/s, loss=0.665, pair=0.004, adv=3.279, sprd=0.019]
Ep 032/60 [S2:+mat]:  90%|██▋| 300/333 [03:25<00:21,  1.51it/s, loss=0.665, pair=0.004, adv=3.279, sprd=0.019]
Ep 032/60 [S2:+mat]:  90%|██▋| 300/333 [03:26<00:21,  1.51it/s, loss=0.689, pair=0.008, adv=3.438, sprd=0.022]
Ep 032/60 [S2:+mat]:  90%|██▋| 301/333 [03:26<00:21,  1.46it/s, loss=0.689, pair=0.008, adv=3.438, sprd=0.022]
Ep 032/60 [S2:+mat]:  90%|██▋| 301/333 [03:27<00:21,  1.46it/s, loss=0.684, pair=0.003, adv=3.814, sprd=0.021]
Ep 032/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:20,  1.51it/s, loss=0.684, pair=0.003, adv=3.814, sprd=0.021]
Ep 032/60 [S2:+mat]:  91%|██▋| 302/333 [03:27<00:20,  1.51it/s, loss=0.702, pair=0.001, adv=3.705, sprd=0.023]
Ep 032/60 [S2:+mat]:  91%|██▋| 303/333 [03:27<00:20,  1.44it/s, loss=0.702, pair=0.001, adv=3.705, sprd=0.023]
Ep 032/60 [S2:+mat]:  91%|██▋| 303/333 [03:28<00:20,  1.44it/s, loss=0.677, pair=0.006, adv=3.708, sprd=0.019]
Ep 032/60 [S2:+mat]:  91%|██▋| 304/333 [03:28<00:19,  1.52it/s, loss=0.677, pair=0.006, adv=3.708, sprd=0.019]
Ep 032/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.52it/s, loss=0.692, pair=0.005, adv=3.485, sprd=0.021]
Ep 032/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:20,  1.40it/s, loss=0.692, pair=0.005, adv=3.485, sprd=0.021]
Ep 032/60 [S2:+mat]:  92%|██▋| 305/333 [03:29<00:20,  1.40it/s, loss=0.683, pair=0.013, adv=3.633, sprd=0.023]
Ep 032/60 [S2:+mat]:  92%|██▊| 306/333 [03:29<00:18,  1.48it/s, loss=0.683, pair=0.013, adv=3.633, sprd=0.023]
Ep 032/60 [S2:+mat]:  92%|██▊| 306/333 [03:30<00:18,  1.48it/s, loss=0.693, pair=0.012, adv=3.311, sprd=0.023]
Ep 032/60 [S2:+mat]:  92%|██▊| 307/333 [03:30<00:18,  1.44it/s, loss=0.693, pair=0.012, adv=3.311, sprd=0.023]
Ep 032/60 [S2:+mat]:  92%|██▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.697, pair=0.008, adv=3.900, sprd=0.027]
Ep 032/60 [S2:+mat]:  92%|██▊| 308/333 [03:31<00:16,  1.50it/s, loss=0.697, pair=0.008, adv=3.900, sprd=0.027]
Ep 032/60 [S2:+mat]:  92%|██▊| 308/333 [03:31<00:16,  1.50it/s, loss=0.693, pair=0.006, adv=3.517, sprd=0.022]
Ep 032/60 [S2:+mat]:  93%|██▊| 309/333 [03:31<00:16,  1.42it/s, loss=0.693, pair=0.006, adv=3.517, sprd=0.022]
Ep 032/60 [S2:+mat]:  93%|██▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.665, pair=0.000, adv=3.391, sprd=0.019]
Ep 032/60 [S2:+mat]:  93%|██▊| 310/333 [03:32<00:15,  1.51it/s, loss=0.665, pair=0.000, adv=3.391, sprd=0.019]
Ep 032/60 [S2:+mat]:  93%|██▊| 310/333 [03:33<00:15,  1.51it/s, loss=0.680, pair=0.005, adv=3.385, sprd=0.021]
Ep 032/60 [S2:+mat]:  93%|██▊| 311/333 [03:33<00:15,  1.40it/s, loss=0.680, pair=0.005, adv=3.385, sprd=0.021]
Ep 032/60 [S2:+mat]:  93%|██▊| 311/333 [03:33<00:15,  1.40it/s, loss=0.674, pair=0.005, adv=3.664, sprd=0.020]
Ep 032/60 [S2:+mat]:  94%|██▊| 312/333 [03:33<00:14,  1.50it/s, loss=0.674, pair=0.005, adv=3.664, sprd=0.020]
Ep 032/60 [S2:+mat]:  94%|██▊| 312/333 [03:34<00:14,  1.50it/s, loss=0.701, pair=0.009, adv=3.584, sprd=0.025]
Ep 032/60 [S2:+mat]:  94%|██▊| 313/333 [03:34<00:14,  1.42it/s, loss=0.701, pair=0.009, adv=3.584, sprd=0.025]
Ep 032/60 [S2:+mat]:  94%|██▊| 313/333 [03:35<00:14,  1.42it/s, loss=0.702, pair=0.009, adv=3.970, sprd=0.027]
Ep 032/60 [S2:+mat]:  94%|██▊| 314/333 [03:35<00:12,  1.49it/s, loss=0.702, pair=0.009, adv=3.970, sprd=0.027]
Ep 032/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.49it/s, loss=0.714, pair=0.001, adv=3.893, sprd=0.028]
Ep 032/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.41it/s, loss=0.714, pair=0.001, adv=3.893, sprd=0.028]
Ep 032/60 [S2:+mat]:  95%|██▊| 315/333 [03:36<00:12,  1.41it/s, loss=0.665, pair=0.015, adv=3.540, sprd=0.018]
Ep 032/60 [S2:+mat]:  95%|██▊| 316/333 [03:36<00:11,  1.51it/s, loss=0.665, pair=0.015, adv=3.540, sprd=0.018]
Ep 032/60 [S2:+mat]:  95%|██▊| 316/333 [03:37<00:11,  1.51it/s, loss=0.681, pair=0.010, adv=3.269, sprd=0.020]
Ep 032/60 [S2:+mat]:  95%|██▊| 317/333 [03:37<00:10,  1.48it/s, loss=0.681, pair=0.010, adv=3.269, sprd=0.020]
Ep 032/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:10,  1.48it/s, loss=0.688, pair=0.011, adv=3.834, sprd=0.025]
Ep 032/60 [S2:+mat]:  95%|██▊| 318/333 [03:38<00:09,  1.53it/s, loss=0.688, pair=0.011, adv=3.834, sprd=0.025]
Ep 032/60 [S2:+mat]:  95%|██▊| 318/333 [03:38<00:09,  1.53it/s, loss=0.714, pair=0.004, adv=3.960, sprd=0.026]
Ep 032/60 [S2:+mat]:  96%|██▊| 319/333 [03:38<00:09,  1.45it/s, loss=0.714, pair=0.004, adv=3.960, sprd=0.026]
Ep 032/60 [S2:+mat]:  96%|██▊| 319/333 [03:39<00:09,  1.45it/s, loss=0.683, pair=0.008, adv=3.279, sprd=0.025]
Ep 032/60 [S2:+mat]:  96%|██▉| 320/333 [03:39<00:08,  1.52it/s, loss=0.683, pair=0.008, adv=3.279, sprd=0.025]
Ep 032/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.703, pair=0.007, adv=3.928, sprd=0.025]
Ep 032/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.45it/s, loss=0.703, pair=0.007, adv=3.928, sprd=0.025]
Ep 032/60 [S2:+mat]:  96%|██▉| 321/333 [03:40<00:08,  1.45it/s, loss=0.690, pair=0.008, adv=3.635, sprd=0.023]
Ep 032/60 [S2:+mat]:  97%|██▉| 322/333 [03:40<00:07,  1.50it/s, loss=0.690, pair=0.008, adv=3.635, sprd=0.023]
Ep 032/60 [S2:+mat]:  97%|██▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.707, pair=0.004, adv=3.584, sprd=0.026]
Ep 032/60 [S2:+mat]:  97%|██▉| 323/333 [03:41<00:06,  1.44it/s, loss=0.707, pair=0.004, adv=3.584, sprd=0.026]
Ep 032/60 [S2:+mat]:  97%|██▉| 323/333 [03:42<00:06,  1.44it/s, loss=0.669, pair=0.001, adv=3.512, sprd=0.016]
Ep 032/60 [S2:+mat]:  97%|██▉| 324/333 [03:42<00:05,  1.53it/s, loss=0.669, pair=0.001, adv=3.512, sprd=0.016]
Ep 032/60 [S2:+mat]:  97%|██▉| 324/333 [03:42<00:05,  1.53it/s, loss=0.676, pair=0.001, adv=3.806, sprd=0.021]
Ep 032/60 [S2:+mat]:  98%|██▉| 325/333 [03:42<00:05,  1.44it/s, loss=0.676, pair=0.001, adv=3.806, sprd=0.021]
Ep 032/60 [S2:+mat]:  98%|██▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.683, pair=0.004, adv=3.625, sprd=0.019]
Ep 032/60 [S2:+mat]:  98%|██▉| 326/333 [03:43<00:04,  1.52it/s, loss=0.683, pair=0.004, adv=3.625, sprd=0.019]
Ep 032/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.52it/s, loss=0.696, pair=0.003, adv=3.916, sprd=0.026]
Ep 032/60 [S2:+mat]:  98%|██▉| 327/333 [03:44<00:04,  1.46it/s, loss=0.696, pair=0.003, adv=3.916, sprd=0.026]
Ep 032/60 [S2:+mat]:  98%|██▉| 327/333 [03:44<00:04,  1.46it/s, loss=0.696, pair=0.013, adv=3.858, sprd=0.027]
Ep 032/60 [S2:+mat]:  98%|██▉| 328/333 [03:44<00:03,  1.50it/s, loss=0.696, pair=0.013, adv=3.858, sprd=0.027]
Ep 032/60 [S2:+mat]:  98%|██▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.682, pair=0.032, adv=3.605, sprd=0.020]
Ep 032/60 [S2:+mat]:  99%|██▉| 329/333 [03:45<00:02,  1.45it/s, loss=0.682, pair=0.032, adv=3.605, sprd=0.020]
Ep 032/60 [S2:+mat]:  99%|██▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.682, pair=0.025, adv=3.508, sprd=0.019]
Ep 032/60 [S2:+mat]:  99%|██▉| 330/333 [03:46<00:01,  1.52it/s, loss=0.682, pair=0.025, adv=3.508, sprd=0.019]
Ep 032/60 [S2:+mat]:  99%|██▉| 330/333 [03:46<00:01,  1.52it/s, loss=0.703, pair=0.001, adv=3.638, sprd=0.022]
Ep 032/60 [S2:+mat]:  99%|██▉| 331/333 [03:46<00:01,  1.42it/s, loss=0.703, pair=0.001, adv=3.638, sprd=0.022]
Ep 032/60 [S2:+mat]:  99%|██▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.692, pair=0.004, adv=3.641, sprd=0.023]
Ep 032/60 [S2:+mat]: 100%|██▉| 332/333 [03:47<00:00,  1.47it/s, loss=0.692, pair=0.004, adv=3.641, sprd=0.023]
Ep 032/60 [S2:+mat]: 100%|██▉| 332/333 [03:48<00:00,  1.47it/s, loss=0.714, pair=0.007, adv=3.725, sprd=0.027]
Ep 032/60 [S2:+mat]: 100%|███| 333/333 [03:48<00:00,  1.41it/s, loss=0.714, pair=0.007, adv=3.725, sprd=0.027]
                                                                                                              
Epoch 032/60 [S2:+mat]  loss=0.7011  mat=0.2351  sens=1.0325  pair=0.0236  adv=3.6845(rand=3.37)  deg=0.0106  orth=0.0029  spread=0.0236  q_mean=49.5  q_std=14.3  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.00e-05  228s

Ep 033/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 033/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.720, pair=0.048, adv=3.817, sprd=0.026]
Ep 033/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:48,  1.23s/it, loss=0.720, pair=0.048, adv=3.817, sprd=0.026]
Ep 033/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:48,  1.23s/it, loss=0.711, pair=0.063, adv=3.844, sprd=0.023]
Ep 033/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:37,  1.19it/s, loss=0.711, pair=0.063, adv=3.844, sprd=0.023]
Ep 033/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:37,  1.19it/s, loss=0.714, pair=0.011, adv=3.959, sprd=0.027]
Ep 033/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:34,  1.20it/s, loss=0.714, pair=0.011, adv=3.959, sprd=0.027]
Ep 033/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:34,  1.20it/s, loss=0.693, pair=0.087, adv=3.349, sprd=0.017]
Ep 033/60 [S2:+mat]:   1%|     | 4/333 [00:03<04:01,  1.36it/s, loss=0.693, pair=0.087, adv=3.349, sprd=0.017]
Ep 033/60 [S2:+mat]:   1%|     | 4/333 [00:03<04:01,  1.36it/s, loss=0.703, pair=0.045, adv=3.843, sprd=0.021]
Ep 033/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:00,  1.36it/s, loss=0.703, pair=0.045, adv=3.843, sprd=0.021]
Ep 033/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:00,  1.36it/s, loss=0.691, pair=0.040, adv=3.567, sprd=0.022]
Ep 033/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:45,  1.45it/s, loss=0.691, pair=0.040, adv=3.567, sprd=0.022]
Ep 033/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:45,  1.45it/s, loss=0.690, pair=0.003, adv=3.634, sprd=0.021]
Ep 033/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:58,  1.37it/s, loss=0.690, pair=0.003, adv=3.634, sprd=0.021]
Ep 033/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:58,  1.37it/s, loss=0.690, pair=0.028, adv=3.844, sprd=0.023]
Ep 033/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:44,  1.45it/s, loss=0.690, pair=0.028, adv=3.844, sprd=0.023]
Ep 033/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:44,  1.45it/s, loss=0.715, pair=0.047, adv=4.280, sprd=0.023]
Ep 033/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:50,  1.41it/s, loss=0.715, pair=0.047, adv=4.280, sprd=0.023]
Ep 033/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:50,  1.41it/s, loss=0.730, pair=0.022, adv=3.836, sprd=0.034]
Ep 033/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:41,  1.46it/s, loss=0.730, pair=0.022, adv=3.836, sprd=0.034]
Ep 033/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:41,  1.46it/s, loss=0.718, pair=0.011, adv=3.853, sprd=0.022]
Ep 033/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:57,  1.36it/s, loss=0.718, pair=0.011, adv=3.853, sprd=0.022]
Ep 033/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:57,  1.36it/s, loss=0.695, pair=0.011, adv=3.738, sprd=0.024]
Ep 033/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:42,  1.44it/s, loss=0.695, pair=0.011, adv=3.738, sprd=0.024]
Ep 033/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:42,  1.44it/s, loss=0.708, pair=0.013, adv=4.090, sprd=0.023]
Ep 033/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:49,  1.39it/s, loss=0.708, pair=0.013, adv=4.090, sprd=0.023]
Ep 033/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:49,  1.39it/s, loss=0.689, pair=0.020, adv=4.010, sprd=0.022]
Ep 033/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:37,  1.47it/s, loss=0.689, pair=0.020, adv=4.010, sprd=0.022]
Ep 033/60 [S2:+mat]:   4%|▏   | 14/333 [00:11<03:37,  1.47it/s, loss=0.734, pair=0.025, adv=4.014, sprd=0.029]
Ep 033/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:56,  1.34it/s, loss=0.734, pair=0.025, adv=4.014, sprd=0.029]
Ep 033/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:56,  1.34it/s, loss=0.692, pair=0.016, adv=3.844, sprd=0.024]
Ep 033/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:40,  1.44it/s, loss=0.692, pair=0.016, adv=3.844, sprd=0.024]
Ep 033/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:40,  1.44it/s, loss=0.720, pair=0.026, adv=3.749, sprd=0.027]
Ep 033/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:44,  1.41it/s, loss=0.720, pair=0.026, adv=3.749, sprd=0.027]
Ep 033/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:44,  1.41it/s, loss=0.683, pair=0.022, adv=3.895, sprd=0.020]
Ep 033/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:34,  1.47it/s, loss=0.683, pair=0.022, adv=3.895, sprd=0.020]
Ep 033/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:34,  1.47it/s, loss=0.675, pair=0.004, adv=3.850, sprd=0.020]
Ep 033/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:41,  1.42it/s, loss=0.675, pair=0.004, adv=3.850, sprd=0.020]
Ep 033/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:41,  1.42it/s, loss=0.702, pair=0.009, adv=3.674, sprd=0.027]
Ep 033/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:30,  1.49it/s, loss=0.702, pair=0.009, adv=3.674, sprd=0.027]
Ep 033/60 [S2:+mat]:   6%|▏   | 20/333 [00:15<03:30,  1.49it/s, loss=0.692, pair=0.031, adv=3.938, sprd=0.021]
Ep 033/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:52,  1.34it/s, loss=0.692, pair=0.031, adv=3.938, sprd=0.021]
Ep 033/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:52,  1.34it/s, loss=0.708, pair=0.035, adv=3.861, sprd=0.026]
Ep 033/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:39,  1.42it/s, loss=0.708, pair=0.035, adv=3.861, sprd=0.026]
Ep 033/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:39,  1.42it/s, loss=0.703, pair=0.042, adv=3.727, sprd=0.023]
Ep 033/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:42,  1.40it/s, loss=0.703, pair=0.042, adv=3.727, sprd=0.023]
Ep 033/60 [S2:+mat]:   7%|▎   | 23/333 [00:17<03:42,  1.40it/s, loss=0.711, pair=0.049, adv=4.048, sprd=0.025]
Ep 033/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:28,  1.48it/s, loss=0.711, pair=0.049, adv=4.048, sprd=0.025]
Ep 033/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:28,  1.48it/s, loss=0.701, pair=0.008, adv=3.482, sprd=0.024]
Ep 033/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:35,  1.43it/s, loss=0.701, pair=0.008, adv=3.482, sprd=0.024]
Ep 033/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:35,  1.43it/s, loss=0.702, pair=0.006, adv=3.811, sprd=0.027]
Ep 033/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:26,  1.49it/s, loss=0.702, pair=0.006, adv=3.811, sprd=0.027]
Ep 033/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:26,  1.49it/s, loss=0.701, pair=0.012, adv=3.727, sprd=0.022]
Ep 033/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:34,  1.43it/s, loss=0.701, pair=0.012, adv=3.727, sprd=0.022]
Ep 033/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:34,  1.43it/s, loss=0.723, pair=0.020, adv=3.704, sprd=0.031]
Ep 033/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:26,  1.47it/s, loss=0.723, pair=0.020, adv=3.704, sprd=0.031]
Ep 033/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:26,  1.47it/s, loss=0.711, pair=0.021, adv=3.610, sprd=0.024]
Ep 033/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:37,  1.40it/s, loss=0.711, pair=0.021, adv=3.610, sprd=0.024]
Ep 033/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:37,  1.40it/s, loss=0.707, pair=0.011, adv=3.587, sprd=0.026]
Ep 033/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:26,  1.47it/s, loss=0.707, pair=0.011, adv=3.587, sprd=0.026]
Ep 033/60 [S2:+mat]:   9%|▎   | 30/333 [00:22<03:26,  1.47it/s, loss=0.689, pair=0.022, adv=3.735, sprd=0.022]
Ep 033/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:35,  1.40it/s, loss=0.689, pair=0.022, adv=3.735, sprd=0.022]
Ep 033/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:35,  1.40it/s, loss=0.698, pair=0.093, adv=3.808, sprd=0.018]
Ep 033/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:22,  1.49it/s, loss=0.698, pair=0.093, adv=3.808, sprd=0.018]
Ep 033/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:22,  1.49it/s, loss=0.710, pair=0.018, adv=3.648, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:30,  1.42it/s, loss=0.710, pair=0.018, adv=3.648, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 33/333 [00:24<03:30,  1.42it/s, loss=0.692, pair=0.018, adv=3.691, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:20,  1.49it/s, loss=0.692, pair=0.018, adv=3.691, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:20,  1.49it/s, loss=0.727, pair=0.043, adv=3.821, sprd=0.026]
Ep 033/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:30,  1.41it/s, loss=0.727, pair=0.043, adv=3.821, sprd=0.026]
Ep 033/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:30,  1.41it/s, loss=0.690, pair=0.020, adv=3.652, sprd=0.022]
Ep 033/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:19,  1.49it/s, loss=0.690, pair=0.020, adv=3.652, sprd=0.022]
Ep 033/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:19,  1.49it/s, loss=0.706, pair=0.040, adv=4.020, sprd=0.025]
Ep 033/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:29,  1.41it/s, loss=0.706, pair=0.040, adv=4.020, sprd=0.025]
Ep 033/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:29,  1.41it/s, loss=0.676, pair=0.008, adv=3.745, sprd=0.019]
Ep 033/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:17,  1.49it/s, loss=0.676, pair=0.008, adv=3.745, sprd=0.019]
Ep 033/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:17,  1.49it/s, loss=0.709, pair=0.003, adv=3.511, sprd=0.025]
Ep 033/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:26,  1.42it/s, loss=0.709, pair=0.003, adv=3.511, sprd=0.025]
Ep 033/60 [S2:+mat]:  12%|▍   | 39/333 [00:28<03:26,  1.42it/s, loss=0.676, pair=0.010, adv=3.620, sprd=0.021]
Ep 033/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:15,  1.50it/s, loss=0.676, pair=0.010, adv=3.620, sprd=0.021]
Ep 033/60 [S2:+mat]:  12%|▍   | 40/333 [00:29<03:15,  1.50it/s, loss=0.730, pair=0.015, adv=4.053, sprd=0.030]
Ep 033/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:25,  1.42it/s, loss=0.730, pair=0.015, adv=4.053, sprd=0.030]
Ep 033/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:25,  1.42it/s, loss=0.702, pair=0.011, adv=3.823, sprd=0.028]
Ep 033/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:19,  1.46it/s, loss=0.702, pair=0.011, adv=3.823, sprd=0.028]
Ep 033/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:19,  1.46it/s, loss=0.709, pair=0.018, adv=3.973, sprd=0.026]
Ep 033/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:28,  1.39it/s, loss=0.709, pair=0.018, adv=3.973, sprd=0.026]
Ep 033/60 [S2:+mat]:  13%|▌   | 43/333 [00:31<03:28,  1.39it/s, loss=0.702, pair=0.004, adv=3.819, sprd=0.027]
Ep 033/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:17,  1.46it/s, loss=0.702, pair=0.004, adv=3.819, sprd=0.027]
Ep 033/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:17,  1.46it/s, loss=0.675, pair=0.013, adv=3.372, sprd=0.016]
Ep 033/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:31,  1.36it/s, loss=0.675, pair=0.013, adv=3.372, sprd=0.016]
Ep 033/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:31,  1.36it/s, loss=0.679, pair=0.001, adv=3.684, sprd=0.023]
Ep 033/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:16,  1.46it/s, loss=0.679, pair=0.001, adv=3.684, sprd=0.023]
Ep 033/60 [S2:+mat]:  14%|▌   | 46/333 [00:33<03:16,  1.46it/s, loss=0.681, pair=0.017, adv=3.330, sprd=0.014]
Ep 033/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:29,  1.36it/s, loss=0.681, pair=0.017, adv=3.330, sprd=0.014]
Ep 033/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:29,  1.36it/s, loss=0.692, pair=0.003, adv=3.580, sprd=0.024]
Ep 033/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:17,  1.45it/s, loss=0.692, pair=0.003, adv=3.580, sprd=0.024]
Ep 033/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:17,  1.45it/s, loss=0.728, pair=0.009, adv=3.618, sprd=0.029]
Ep 033/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:22,  1.40it/s, loss=0.728, pair=0.009, adv=3.618, sprd=0.029]
Ep 033/60 [S2:+mat]:  15%|▌   | 49/333 [00:35<03:22,  1.40it/s, loss=0.672, pair=0.008, adv=3.362, sprd=0.020]
Ep 033/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:10,  1.48it/s, loss=0.672, pair=0.008, adv=3.362, sprd=0.020]
Ep 033/60 [S2:+mat]:  15%|▌   | 50/333 [00:36<03:10,  1.48it/s, loss=0.741, pair=0.042, adv=4.256, sprd=0.027]
Ep 033/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:20,  1.41it/s, loss=0.741, pair=0.042, adv=4.256, sprd=0.027]
Ep 033/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:20,  1.41it/s, loss=0.678, pair=0.008, adv=3.673, sprd=0.021]
Ep 033/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:10,  1.48it/s, loss=0.678, pair=0.008, adv=3.673, sprd=0.021]
Ep 033/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:10,  1.48it/s, loss=0.709, pair=0.011, adv=4.026, sprd=0.027]
Ep 033/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:16,  1.42it/s, loss=0.709, pair=0.011, adv=4.026, sprd=0.027]
Ep 033/60 [S2:+mat]:  16%|▋   | 53/333 [00:38<03:16,  1.42it/s, loss=0.721, pair=0.026, adv=3.743, sprd=0.029]
Ep 033/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:11,  1.46it/s, loss=0.721, pair=0.026, adv=3.743, sprd=0.029]
Ep 033/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:11,  1.46it/s, loss=0.689, pair=0.000, adv=3.597, sprd=0.020]
Ep 033/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:24,  1.36it/s, loss=0.689, pair=0.000, adv=3.597, sprd=0.020]
Ep 033/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:24,  1.36it/s, loss=0.681, pair=0.006, adv=3.751, sprd=0.022]
Ep 033/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:11,  1.45it/s, loss=0.681, pair=0.006, adv=3.751, sprd=0.022]
Ep 033/60 [S2:+mat]:  17%|▋   | 56/333 [00:40<03:11,  1.45it/s, loss=0.702, pair=0.018, adv=3.719, sprd=0.026]
Ep 033/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:19,  1.38it/s, loss=0.702, pair=0.018, adv=3.719, sprd=0.026]
Ep 033/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:19,  1.38it/s, loss=0.687, pair=0.010, adv=3.772, sprd=0.023]
Ep 033/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:07,  1.47it/s, loss=0.687, pair=0.010, adv=3.772, sprd=0.023]
Ep 033/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:07,  1.47it/s, loss=0.700, pair=0.005, adv=3.899, sprd=0.022]
Ep 033/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:23,  1.35it/s, loss=0.700, pair=0.005, adv=3.899, sprd=0.022]
Ep 033/60 [S2:+mat]:  18%|▋   | 59/333 [00:42<03:23,  1.35it/s, loss=0.693, pair=0.008, adv=4.018, sprd=0.025]
Ep 033/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:09,  1.44it/s, loss=0.693, pair=0.008, adv=4.018, sprd=0.025]
Ep 033/60 [S2:+mat]:  18%|▋   | 60/333 [00:43<03:09,  1.44it/s, loss=0.695, pair=0.002, adv=3.783, sprd=0.021]
Ep 033/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:11,  1.42it/s, loss=0.695, pair=0.002, adv=3.783, sprd=0.021]
Ep 033/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:11,  1.42it/s, loss=0.720, pair=0.014, adv=3.723, sprd=0.031]
Ep 033/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:04,  1.47it/s, loss=0.720, pair=0.014, adv=3.723, sprd=0.031]
Ep 033/60 [S2:+mat]:  19%|▋   | 62/333 [00:44<03:04,  1.47it/s, loss=0.704, pair=0.008, adv=3.755, sprd=0.024]
Ep 033/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:09,  1.42it/s, loss=0.704, pair=0.008, adv=3.755, sprd=0.024]
Ep 033/60 [S2:+mat]:  19%|▊   | 63/333 [00:45<03:09,  1.42it/s, loss=0.710, pair=0.014, adv=3.718, sprd=0.028]
Ep 033/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:01,  1.48it/s, loss=0.710, pair=0.014, adv=3.718, sprd=0.028]
Ep 033/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:01,  1.48it/s, loss=0.695, pair=0.007, adv=3.550, sprd=0.021]
Ep 033/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.695, pair=0.007, adv=3.550, sprd=0.021]
Ep 033/60 [S2:+mat]:  20%|▊   | 65/333 [00:46<03:07,  1.43it/s, loss=0.706, pair=0.027, adv=4.017, sprd=0.027]
Ep 033/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:58,  1.49it/s, loss=0.706, pair=0.027, adv=4.017, sprd=0.027]
Ep 033/60 [S2:+mat]:  20%|▊   | 66/333 [00:47<02:58,  1.49it/s, loss=0.690, pair=0.002, adv=3.809, sprd=0.020]
Ep 033/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:04,  1.44it/s, loss=0.690, pair=0.002, adv=3.809, sprd=0.020]
Ep 033/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:04,  1.44it/s, loss=0.687, pair=0.005, adv=4.084, sprd=0.023]
Ep 033/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:56,  1.50it/s, loss=0.687, pair=0.005, adv=4.084, sprd=0.023]
Ep 033/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<02:56,  1.50it/s, loss=0.724, pair=0.025, adv=3.866, sprd=0.027]
Ep 033/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.724, pair=0.025, adv=3.866, sprd=0.027]
Ep 033/60 [S2:+mat]:  21%|▊   | 69/333 [00:49<03:04,  1.43it/s, loss=0.712, pair=0.001, adv=3.823, sprd=0.028]
Ep 033/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:58,  1.47it/s, loss=0.712, pair=0.001, adv=3.823, sprd=0.028]
Ep 033/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:58,  1.47it/s, loss=0.688, pair=0.009, adv=3.860, sprd=0.019]
Ep 033/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:07,  1.40it/s, loss=0.688, pair=0.009, adv=3.860, sprd=0.019]
Ep 033/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:07,  1.40it/s, loss=0.698, pair=0.011, adv=3.907, sprd=0.028]
Ep 033/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:58,  1.46it/s, loss=0.698, pair=0.011, adv=3.907, sprd=0.028]
Ep 033/60 [S2:+mat]:  22%|▊   | 72/333 [00:51<02:58,  1.46it/s, loss=0.697, pair=0.005, adv=4.039, sprd=0.022]
Ep 033/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:05,  1.40it/s, loss=0.697, pair=0.005, adv=4.039, sprd=0.022]
Ep 033/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:05,  1.40it/s, loss=0.691, pair=0.006, adv=3.656, sprd=0.023]
Ep 033/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:56,  1.47it/s, loss=0.691, pair=0.006, adv=3.656, sprd=0.023]
Ep 033/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:56,  1.47it/s, loss=0.723, pair=0.008, adv=3.842, sprd=0.029]
Ep 033/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:01,  1.42it/s, loss=0.723, pair=0.008, adv=3.842, sprd=0.029]
Ep 033/60 [S2:+mat]:  23%|▉   | 75/333 [00:53<03:01,  1.42it/s, loss=0.694, pair=0.004, adv=3.682, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:53,  1.48it/s, loss=0.694, pair=0.004, adv=3.682, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 76/333 [00:54<02:53,  1.48it/s, loss=0.694, pair=0.010, adv=3.704, sprd=0.020]
Ep 033/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:02,  1.41it/s, loss=0.694, pair=0.010, adv=3.704, sprd=0.020]
Ep 033/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:02,  1.41it/s, loss=0.695, pair=0.011, adv=3.681, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:53,  1.47it/s, loss=0.695, pair=0.011, adv=3.681, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:53,  1.47it/s, loss=0.720, pair=0.017, adv=3.915, sprd=0.026]
Ep 033/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<02:59,  1.42it/s, loss=0.720, pair=0.017, adv=3.915, sprd=0.026]
Ep 033/60 [S2:+mat]:  24%|▉   | 79/333 [00:56<02:59,  1.42it/s, loss=0.702, pair=0.005, adv=3.897, sprd=0.023]
Ep 033/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:50,  1.49it/s, loss=0.702, pair=0.005, adv=3.897, sprd=0.023]
Ep 033/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:50,  1.49it/s, loss=0.699, pair=0.006, adv=3.984, sprd=0.024]
Ep 033/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:58,  1.41it/s, loss=0.699, pair=0.006, adv=3.984, sprd=0.024]
Ep 033/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<02:58,  1.41it/s, loss=0.690, pair=0.008, adv=3.699, sprd=0.020]
Ep 033/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:49,  1.48it/s, loss=0.690, pair=0.008, adv=3.699, sprd=0.020]
Ep 033/60 [S2:+mat]:  25%|▉   | 82/333 [00:58<02:49,  1.48it/s, loss=0.672, pair=0.003, adv=3.504, sprd=0.017]
Ep 033/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:55,  1.42it/s, loss=0.672, pair=0.003, adv=3.504, sprd=0.017]
Ep 033/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:55,  1.42it/s, loss=0.705, pair=0.034, adv=3.774, sprd=0.024]
Ep 033/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:47,  1.49it/s, loss=0.705, pair=0.034, adv=3.774, sprd=0.024]
Ep 033/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:47,  1.49it/s, loss=0.712, pair=0.013, adv=3.765, sprd=0.024]
Ep 033/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:58,  1.39it/s, loss=0.712, pair=0.013, adv=3.765, sprd=0.024]
Ep 033/60 [S2:+mat]:  26%|█   | 85/333 [01:00<02:58,  1.39it/s, loss=0.673, pair=0.010, adv=3.552, sprd=0.021]
Ep 033/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:47,  1.47it/s, loss=0.673, pair=0.010, adv=3.552, sprd=0.021]
Ep 033/60 [S2:+mat]:  26%|█   | 86/333 [01:01<02:47,  1.47it/s, loss=0.648, pair=0.003, adv=3.206, sprd=0.017]
Ep 033/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:54,  1.41it/s, loss=0.648, pair=0.003, adv=3.206, sprd=0.017]
Ep 033/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:54,  1.41it/s, loss=0.676, pair=0.004, adv=3.642, sprd=0.022]
Ep 033/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:44,  1.48it/s, loss=0.676, pair=0.004, adv=3.642, sprd=0.022]
Ep 033/60 [S2:+mat]:  26%|█   | 88/333 [01:02<02:44,  1.48it/s, loss=0.694, pair=0.004, adv=3.859, sprd=0.025]
Ep 033/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:51,  1.43it/s, loss=0.694, pair=0.004, adv=3.859, sprd=0.025]
Ep 033/60 [S2:+mat]:  27%|█   | 89/333 [01:03<02:51,  1.43it/s, loss=0.716, pair=0.022, adv=4.000, sprd=0.031]
Ep 033/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:45,  1.47it/s, loss=0.716, pair=0.022, adv=4.000, sprd=0.031]
Ep 033/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:45,  1.47it/s, loss=0.768, pair=0.025, adv=3.952, sprd=0.022]
Ep 033/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:49,  1.43it/s, loss=0.768, pair=0.025, adv=3.952, sprd=0.022]
Ep 033/60 [S2:+mat]:  27%|█   | 91/333 [01:04<02:49,  1.43it/s, loss=0.674, pair=0.039, adv=3.746, sprd=0.017]
Ep 033/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:40,  1.50it/s, loss=0.674, pair=0.039, adv=3.746, sprd=0.017]
Ep 033/60 [S2:+mat]:  28%|█   | 92/333 [01:05<02:40,  1.50it/s, loss=0.706, pair=0.030, adv=3.831, sprd=0.022]
Ep 033/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:45,  1.45it/s, loss=0.706, pair=0.030, adv=3.831, sprd=0.022]
Ep 033/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:45,  1.45it/s, loss=0.681, pair=0.010, adv=3.883, sprd=0.021]
Ep 033/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:37,  1.51it/s, loss=0.681, pair=0.010, adv=3.883, sprd=0.021]
Ep 033/60 [S2:+mat]:  28%|█▏  | 94/333 [01:06<02:37,  1.51it/s, loss=0.710, pair=0.001, adv=3.817, sprd=0.029]
Ep 033/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:43,  1.46it/s, loss=0.710, pair=0.001, adv=3.817, sprd=0.029]
Ep 033/60 [S2:+mat]:  29%|█▏  | 95/333 [01:07<02:43,  1.46it/s, loss=0.711, pair=0.029, adv=3.868, sprd=0.028]
Ep 033/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:36,  1.52it/s, loss=0.711, pair=0.029, adv=3.868, sprd=0.028]
Ep 033/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:36,  1.52it/s, loss=0.698, pair=0.029, adv=3.718, sprd=0.021]
Ep 033/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:43,  1.44it/s, loss=0.698, pair=0.029, adv=3.718, sprd=0.021]
Ep 033/60 [S2:+mat]:  29%|█▏  | 97/333 [01:08<02:43,  1.44it/s, loss=0.717, pair=0.037, adv=4.175, sprd=0.028]
Ep 033/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:36,  1.50it/s, loss=0.717, pair=0.037, adv=4.175, sprd=0.028]
Ep 033/60 [S2:+mat]:  29%|█▏  | 98/333 [01:09<02:36,  1.50it/s, loss=0.694, pair=0.035, adv=3.878, sprd=0.021]
Ep 033/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:42,  1.44it/s, loss=0.694, pair=0.035, adv=3.878, sprd=0.021]
Ep 033/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:42,  1.44it/s, loss=0.698, pair=0.024, adv=3.583, sprd=0.025]
Ep 033/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:35,  1.50it/s, loss=0.698, pair=0.024, adv=3.583, sprd=0.025]
Ep 033/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:35,  1.50it/s, loss=0.702, pair=0.011, adv=3.978, sprd=0.022]
Ep 033/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:39,  1.45it/s, loss=0.702, pair=0.011, adv=3.978, sprd=0.022]
Ep 033/60 [S2:+mat]:  30%|▉  | 101/333 [01:11<02:39,  1.45it/s, loss=0.689, pair=0.009, adv=3.601, sprd=0.021]
Ep 033/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:31,  1.52it/s, loss=0.689, pair=0.009, adv=3.601, sprd=0.021]
Ep 033/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:31,  1.52it/s, loss=0.687, pair=0.020, adv=3.785, sprd=0.022]
Ep 033/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:38,  1.45it/s, loss=0.687, pair=0.020, adv=3.785, sprd=0.022]
Ep 033/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:38,  1.45it/s, loss=0.670, pair=0.008, adv=3.742, sprd=0.018]
Ep 033/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:31,  1.51it/s, loss=0.670, pair=0.008, adv=3.742, sprd=0.018]
Ep 033/60 [S2:+mat]:  31%|▉  | 104/333 [01:13<02:31,  1.51it/s, loss=0.692, pair=0.029, adv=3.712, sprd=0.020]
Ep 033/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:37,  1.45it/s, loss=0.692, pair=0.029, adv=3.712, sprd=0.020]
Ep 033/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:37,  1.45it/s, loss=0.700, pair=0.046, adv=3.594, sprd=0.024]
Ep 033/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:30,  1.51it/s, loss=0.700, pair=0.046, adv=3.594, sprd=0.024]
Ep 033/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:30,  1.51it/s, loss=0.742, pair=0.047, adv=3.725, sprd=0.032]
Ep 033/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:36,  1.44it/s, loss=0.742, pair=0.047, adv=3.725, sprd=0.032]
Ep 033/60 [S2:+mat]:  32%|▉  | 107/333 [01:15<02:36,  1.44it/s, loss=0.675, pair=0.014, adv=3.897, sprd=0.021]
Ep 033/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:28,  1.52it/s, loss=0.675, pair=0.014, adv=3.897, sprd=0.021]
Ep 033/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:28,  1.52it/s, loss=0.696, pair=0.018, adv=4.043, sprd=0.024]
Ep 033/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:34,  1.45it/s, loss=0.696, pair=0.018, adv=4.043, sprd=0.024]
Ep 033/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:34,  1.45it/s, loss=0.704, pair=0.015, adv=3.786, sprd=0.026]
Ep 033/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.704, pair=0.015, adv=3.786, sprd=0.026]
Ep 033/60 [S2:+mat]:  33%|▉  | 110/333 [01:17<02:29,  1.49it/s, loss=0.704, pair=0.031, adv=4.148, sprd=0.025]
Ep 033/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:35,  1.43it/s, loss=0.704, pair=0.031, adv=4.148, sprd=0.025]
Ep 033/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:35,  1.43it/s, loss=0.671, pair=0.008, adv=3.844, sprd=0.019]
Ep 033/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:28,  1.49it/s, loss=0.671, pair=0.008, adv=3.844, sprd=0.019]
Ep 033/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:28,  1.49it/s, loss=0.684, pair=0.004, adv=3.892, sprd=0.021]
Ep 033/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:33,  1.44it/s, loss=0.684, pair=0.004, adv=3.892, sprd=0.021]
Ep 033/60 [S2:+mat]:  34%|█  | 113/333 [01:19<02:33,  1.44it/s, loss=0.699, pair=0.023, adv=3.927, sprd=0.025]
Ep 033/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:26,  1.50it/s, loss=0.699, pair=0.023, adv=3.927, sprd=0.025]
Ep 033/60 [S2:+mat]:  34%|█  | 114/333 [01:20<02:26,  1.50it/s, loss=0.676, pair=0.015, adv=3.962, sprd=0.020]
Ep 033/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:32,  1.43it/s, loss=0.676, pair=0.015, adv=3.962, sprd=0.020]
Ep 033/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:32,  1.43it/s, loss=0.713, pair=0.008, adv=3.815, sprd=0.032]
Ep 033/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:26,  1.48it/s, loss=0.713, pair=0.008, adv=3.815, sprd=0.032]
Ep 033/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:26,  1.48it/s, loss=0.709, pair=0.007, adv=3.753, sprd=0.026]
Ep 033/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:33,  1.41it/s, loss=0.709, pair=0.007, adv=3.753, sprd=0.026]
Ep 033/60 [S2:+mat]:  35%|█  | 117/333 [01:22<02:33,  1.41it/s, loss=0.723, pair=0.004, adv=4.148, sprd=0.034]
Ep 033/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:27,  1.45it/s, loss=0.723, pair=0.004, adv=4.148, sprd=0.034]
Ep 033/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:27,  1.45it/s, loss=0.722, pair=0.025, adv=3.592, sprd=0.027]
Ep 033/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:32,  1.40it/s, loss=0.722, pair=0.025, adv=3.592, sprd=0.027]
Ep 033/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:32,  1.40it/s, loss=0.735, pair=0.027, adv=4.250, sprd=0.031]
Ep 033/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:25,  1.46it/s, loss=0.735, pair=0.027, adv=4.250, sprd=0.031]
Ep 033/60 [S2:+mat]:  36%|█  | 120/333 [01:24<02:25,  1.46it/s, loss=0.704, pair=0.041, adv=3.308, sprd=0.020]
Ep 033/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:29,  1.41it/s, loss=0.704, pair=0.041, adv=3.308, sprd=0.020]
Ep 033/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:29,  1.41it/s, loss=0.679, pair=0.017, adv=3.510, sprd=0.019]
Ep 033/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:20,  1.51it/s, loss=0.679, pair=0.017, adv=3.510, sprd=0.019]
Ep 033/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:20,  1.51it/s, loss=0.693, pair=0.006, adv=3.502, sprd=0.020]
Ep 033/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:22,  1.47it/s, loss=0.693, pair=0.006, adv=3.502, sprd=0.020]
Ep 033/60 [S2:+mat]:  37%|█  | 123/333 [01:26<02:22,  1.47it/s, loss=0.681, pair=0.004, adv=3.825, sprd=0.020]
Ep 033/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:16,  1.54it/s, loss=0.681, pair=0.004, adv=3.825, sprd=0.020]
Ep 033/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:16,  1.54it/s, loss=0.732, pair=0.015, adv=4.264, sprd=0.030]
Ep 033/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:24,  1.44it/s, loss=0.732, pair=0.015, adv=4.264, sprd=0.030]
Ep 033/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:24,  1.44it/s, loss=0.693, pair=0.072, adv=3.664, sprd=0.021]
Ep 033/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:18,  1.50it/s, loss=0.693, pair=0.072, adv=3.664, sprd=0.021]
Ep 033/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:18,  1.50it/s, loss=0.713, pair=0.061, adv=3.533, sprd=0.023]
Ep 033/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:25,  1.41it/s, loss=0.713, pair=0.061, adv=3.533, sprd=0.023]
Ep 033/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:25,  1.41it/s, loss=0.720, pair=0.030, adv=4.060, sprd=0.030]
Ep 033/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:19,  1.47it/s, loss=0.720, pair=0.030, adv=4.060, sprd=0.030]
Ep 033/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:19,  1.47it/s, loss=0.700, pair=0.004, adv=3.452, sprd=0.022]
Ep 033/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:28,  1.37it/s, loss=0.700, pair=0.004, adv=3.452, sprd=0.022]
Ep 033/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:28,  1.37it/s, loss=0.668, pair=0.003, adv=3.590, sprd=0.019]
Ep 033/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:19,  1.46it/s, loss=0.668, pair=0.003, adv=3.590, sprd=0.019]
Ep 033/60 [S2:+mat]:  39%|█▏ | 130/333 [01:31<02:19,  1.46it/s, loss=0.784, pair=0.028, adv=3.790, sprd=0.026]
Ep 033/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:23,  1.41it/s, loss=0.784, pair=0.028, adv=3.790, sprd=0.026]
Ep 033/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:23,  1.41it/s, loss=0.644, pair=0.001, adv=3.162, sprd=0.016]
Ep 033/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:13,  1.50it/s, loss=0.644, pair=0.001, adv=3.162, sprd=0.016]
Ep 033/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:13,  1.50it/s, loss=0.725, pair=0.049, adv=3.784, sprd=0.027]
Ep 033/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:21,  1.41it/s, loss=0.725, pair=0.049, adv=3.784, sprd=0.027]
Ep 033/60 [S2:+mat]:  40%|█▏ | 133/333 [01:33<02:21,  1.41it/s, loss=0.703, pair=0.036, adv=3.780, sprd=0.022]
Ep 033/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:14,  1.48it/s, loss=0.703, pair=0.036, adv=3.780, sprd=0.022]
Ep 033/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:14,  1.48it/s, loss=0.718, pair=0.037, adv=3.833, sprd=0.026]
Ep 033/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:18,  1.43it/s, loss=0.718, pair=0.037, adv=3.833, sprd=0.026]
Ep 033/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:18,  1.43it/s, loss=0.709, pair=0.019, adv=3.966, sprd=0.027]
Ep 033/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.48it/s, loss=0.709, pair=0.019, adv=3.966, sprd=0.027]
Ep 033/60 [S2:+mat]:  41%|█▏ | 136/333 [01:35<02:12,  1.48it/s, loss=0.679, pair=0.003, adv=3.979, sprd=0.022]
Ep 033/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:18,  1.41it/s, loss=0.679, pair=0.003, adv=3.979, sprd=0.022]
Ep 033/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:18,  1.41it/s, loss=0.697, pair=0.006, adv=3.856, sprd=0.022]
Ep 033/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:12,  1.47it/s, loss=0.697, pair=0.006, adv=3.856, sprd=0.022]
Ep 033/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:12,  1.47it/s, loss=0.724, pair=0.008, adv=4.023, sprd=0.029]
Ep 033/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:18,  1.40it/s, loss=0.724, pair=0.008, adv=4.023, sprd=0.029]
Ep 033/60 [S2:+mat]:  42%|█▎ | 139/333 [01:37<02:18,  1.40it/s, loss=0.703, pair=0.023, adv=3.953, sprd=0.023]
Ep 033/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:12,  1.46it/s, loss=0.703, pair=0.023, adv=3.953, sprd=0.023]
Ep 033/60 [S2:+mat]:  42%|█▎ | 140/333 [01:38<02:12,  1.46it/s, loss=0.735, pair=0.055, adv=3.918, sprd=0.029]
Ep 033/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:14,  1.43it/s, loss=0.735, pair=0.055, adv=3.918, sprd=0.029]
Ep 033/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:14,  1.43it/s, loss=0.713, pair=0.108, adv=3.956, sprd=0.024]
Ep 033/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:07,  1.50it/s, loss=0.713, pair=0.108, adv=3.956, sprd=0.024]
Ep 033/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:07,  1.50it/s, loss=0.744, pair=0.091, adv=4.081, sprd=0.027]
Ep 033/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:15,  1.40it/s, loss=0.744, pair=0.091, adv=4.081, sprd=0.027]
Ep 033/60 [S2:+mat]:  43%|█▎ | 143/333 [01:40<02:15,  1.40it/s, loss=0.694, pair=0.100, adv=3.680, sprd=0.017]
Ep 033/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:06,  1.49it/s, loss=0.694, pair=0.100, adv=3.680, sprd=0.017]
Ep 033/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:06,  1.49it/s, loss=0.733, pair=0.028, adv=4.137, sprd=0.027]
Ep 033/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:11,  1.43it/s, loss=0.733, pair=0.028, adv=4.137, sprd=0.027]
Ep 033/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:11,  1.43it/s, loss=0.697, pair=0.002, adv=3.736, sprd=0.022]
Ep 033/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:05,  1.49it/s, loss=0.697, pair=0.002, adv=3.736, sprd=0.022]
Ep 033/60 [S2:+mat]:  44%|█▎ | 146/333 [01:42<02:05,  1.49it/s, loss=0.705, pair=0.009, adv=3.575, sprd=0.021]
Ep 033/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:12,  1.40it/s, loss=0.705, pair=0.009, adv=3.575, sprd=0.021]
Ep 033/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:12,  1.40it/s, loss=0.688, pair=0.028, adv=3.719, sprd=0.021]
Ep 033/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:03,  1.50it/s, loss=0.688, pair=0.028, adv=3.719, sprd=0.021]
Ep 033/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:03,  1.50it/s, loss=0.727, pair=0.036, adv=3.763, sprd=0.030]
Ep 033/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:07,  1.44it/s, loss=0.727, pair=0.036, adv=3.763, sprd=0.030]
Ep 033/60 [S2:+mat]:  45%|█▎ | 149/333 [01:44<02:07,  1.44it/s, loss=0.709, pair=0.033, adv=4.084, sprd=0.026]
Ep 033/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:02,  1.50it/s, loss=0.709, pair=0.033, adv=4.084, sprd=0.026]
Ep 033/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:02,  1.50it/s, loss=0.702, pair=0.006, adv=3.960, sprd=0.022]
Ep 033/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:06,  1.44it/s, loss=0.702, pair=0.006, adv=3.960, sprd=0.022]
Ep 033/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:06,  1.44it/s, loss=0.692, pair=0.001, adv=3.746, sprd=0.023]
Ep 033/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:02,  1.48it/s, loss=0.692, pair=0.001, adv=3.746, sprd=0.023]
Ep 033/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:02,  1.48it/s, loss=0.721, pair=0.005, adv=4.093, sprd=0.028]
Ep 033/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:10,  1.38it/s, loss=0.721, pair=0.005, adv=4.093, sprd=0.028]
Ep 033/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:10,  1.38it/s, loss=0.689, pair=0.016, adv=3.717, sprd=0.025]
Ep 033/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:02,  1.46it/s, loss=0.689, pair=0.016, adv=3.717, sprd=0.025]
Ep 033/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:02,  1.46it/s, loss=0.721, pair=0.011, adv=3.901, sprd=0.029]
Ep 033/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:06,  1.40it/s, loss=0.721, pair=0.011, adv=3.901, sprd=0.029]
Ep 033/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:06,  1.40it/s, loss=0.702, pair=0.002, adv=4.136, sprd=0.027]
Ep 033/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:01,  1.46it/s, loss=0.702, pair=0.002, adv=4.136, sprd=0.027]
Ep 033/60 [S2:+mat]:  47%|█▍ | 156/333 [01:49<02:01,  1.46it/s, loss=0.712, pair=0.014, adv=4.066, sprd=0.029]
Ep 033/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:04,  1.41it/s, loss=0.712, pair=0.014, adv=4.066, sprd=0.029]
Ep 033/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:04,  1.41it/s, loss=0.678, pair=0.007, adv=3.896, sprd=0.022]
Ep 033/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:58,  1.48it/s, loss=0.678, pair=0.007, adv=3.896, sprd=0.022]
Ep 033/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<01:58,  1.48it/s, loss=0.701, pair=0.016, adv=3.794, sprd=0.025]
Ep 033/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:03,  1.41it/s, loss=0.701, pair=0.016, adv=3.794, sprd=0.025]
Ep 033/60 [S2:+mat]:  48%|█▍ | 159/333 [01:51<02:03,  1.41it/s, loss=0.688, pair=0.014, adv=3.798, sprd=0.024]
Ep 033/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:55,  1.50it/s, loss=0.688, pair=0.014, adv=3.798, sprd=0.024]
Ep 033/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:55,  1.50it/s, loss=0.693, pair=0.001, adv=3.506, sprd=0.021]
Ep 033/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<01:59,  1.44it/s, loss=0.693, pair=0.001, adv=3.506, sprd=0.021]
Ep 033/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<01:59,  1.44it/s, loss=0.686, pair=0.020, adv=3.661, sprd=0.022]
Ep 033/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:53,  1.51it/s, loss=0.686, pair=0.020, adv=3.661, sprd=0.022]
Ep 033/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<01:53,  1.51it/s, loss=0.693, pair=0.063, adv=3.814, sprd=0.021]
Ep 033/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:57,  1.44it/s, loss=0.693, pair=0.063, adv=3.814, sprd=0.021]
Ep 033/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<01:57,  1.44it/s, loss=0.709, pair=0.042, adv=3.929, sprd=0.024]
Ep 033/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:53,  1.49it/s, loss=0.709, pair=0.042, adv=3.929, sprd=0.024]
Ep 033/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:53,  1.49it/s, loss=0.688, pair=0.051, adv=3.723, sprd=0.020]
Ep 033/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:58,  1.42it/s, loss=0.688, pair=0.051, adv=3.723, sprd=0.020]
Ep 033/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<01:58,  1.42it/s, loss=0.683, pair=0.012, adv=3.506, sprd=0.018]
Ep 033/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:51,  1.50it/s, loss=0.683, pair=0.012, adv=3.506, sprd=0.018]
Ep 033/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:51,  1.50it/s, loss=0.706, pair=0.072, adv=4.009, sprd=0.019]
Ep 033/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:53,  1.46it/s, loss=0.706, pair=0.072, adv=4.009, sprd=0.019]
Ep 033/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:53,  1.46it/s, loss=0.692, pair=0.034, adv=3.769, sprd=0.024]
Ep 033/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:49,  1.51it/s, loss=0.692, pair=0.034, adv=3.769, sprd=0.024]
Ep 033/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:49,  1.51it/s, loss=0.702, pair=0.023, adv=3.862, sprd=0.021]
Ep 033/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:53,  1.44it/s, loss=0.702, pair=0.023, adv=3.862, sprd=0.021]
Ep 033/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:53,  1.44it/s, loss=0.719, pair=0.019, adv=4.164, sprd=0.030]
Ep 033/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:49,  1.49it/s, loss=0.719, pair=0.019, adv=4.164, sprd=0.030]
Ep 033/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:49,  1.49it/s, loss=0.718, pair=0.017, adv=4.105, sprd=0.029]
Ep 033/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:54,  1.41it/s, loss=0.718, pair=0.017, adv=4.105, sprd=0.029]
Ep 033/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:54,  1.41it/s, loss=0.690, pair=0.014, adv=3.604, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:49,  1.47it/s, loss=0.690, pair=0.014, adv=3.604, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 172/333 [02:00<01:49,  1.47it/s, loss=0.710, pair=0.011, adv=3.877, sprd=0.024]
Ep 033/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:57,  1.36it/s, loss=0.710, pair=0.011, adv=3.877, sprd=0.024]
Ep 033/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:57,  1.36it/s, loss=0.688, pair=0.001, adv=3.781, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:50,  1.43it/s, loss=0.688, pair=0.001, adv=3.781, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:50,  1.43it/s, loss=0.708, pair=0.006, adv=3.704, sprd=0.026]
Ep 033/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:54,  1.38it/s, loss=0.708, pair=0.006, adv=3.704, sprd=0.026]
Ep 033/60 [S2:+mat]:  53%|█▌ | 175/333 [02:02<01:54,  1.38it/s, loss=0.692, pair=0.008, adv=3.750, sprd=0.024]
Ep 033/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:48,  1.44it/s, loss=0.692, pair=0.008, adv=3.750, sprd=0.024]
Ep 033/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:48,  1.44it/s, loss=0.778, pair=0.006, adv=3.953, sprd=0.023]
Ep 033/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:51,  1.39it/s, loss=0.778, pair=0.006, adv=3.953, sprd=0.023]
Ep 033/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:51,  1.39it/s, loss=0.665, pair=0.039, adv=3.614, sprd=0.018]
Ep 033/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:44,  1.49it/s, loss=0.665, pair=0.039, adv=3.614, sprd=0.018]
Ep 033/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:44,  1.49it/s, loss=0.707, pair=0.003, adv=4.001, sprd=0.025]
Ep 033/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:48,  1.42it/s, loss=0.707, pair=0.003, adv=4.001, sprd=0.025]
Ep 033/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:48,  1.42it/s, loss=0.693, pair=0.032, adv=4.079, sprd=0.023]
Ep 033/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:43,  1.48it/s, loss=0.693, pair=0.032, adv=4.079, sprd=0.023]
Ep 033/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:43,  1.48it/s, loss=0.704, pair=0.029, adv=4.169, sprd=0.025]
Ep 033/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:46,  1.43it/s, loss=0.704, pair=0.029, adv=4.169, sprd=0.025]
Ep 033/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:46,  1.43it/s, loss=0.715, pair=0.057, adv=3.841, sprd=0.027]
Ep 033/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:40,  1.50it/s, loss=0.715, pair=0.057, adv=3.841, sprd=0.027]
Ep 033/60 [S2:+mat]:  55%|█▋ | 182/333 [02:07<01:40,  1.50it/s, loss=0.694, pair=0.047, adv=4.005, sprd=0.022]
Ep 033/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:44,  1.43it/s, loss=0.694, pair=0.047, adv=4.005, sprd=0.022]
Ep 033/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:44,  1.43it/s, loss=0.699, pair=0.007, adv=3.760, sprd=0.025]
Ep 033/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:39,  1.50it/s, loss=0.699, pair=0.007, adv=3.760, sprd=0.025]
Ep 033/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:39,  1.50it/s, loss=0.696, pair=0.028, adv=3.723, sprd=0.023]
Ep 033/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:42,  1.44it/s, loss=0.696, pair=0.028, adv=3.723, sprd=0.023]
Ep 033/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:42,  1.44it/s, loss=0.711, pair=0.051, adv=3.677, sprd=0.024]
Ep 033/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:36,  1.52it/s, loss=0.711, pair=0.051, adv=3.677, sprd=0.024]
Ep 033/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:36,  1.52it/s, loss=0.724, pair=0.009, adv=3.879, sprd=0.029]
Ep 033/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:45,  1.38it/s, loss=0.724, pair=0.009, adv=3.879, sprd=0.029]
Ep 033/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:45,  1.38it/s, loss=0.684, pair=0.029, adv=3.549, sprd=0.019]
Ep 033/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:39,  1.46it/s, loss=0.684, pair=0.029, adv=3.549, sprd=0.019]
Ep 033/60 [S2:+mat]:  56%|█▋ | 188/333 [02:11<01:39,  1.46it/s, loss=0.762, pair=0.017, adv=3.749, sprd=0.019]
Ep 033/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:42,  1.41it/s, loss=0.762, pair=0.017, adv=3.749, sprd=0.019]
Ep 033/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:42,  1.41it/s, loss=0.688, pair=0.013, adv=3.721, sprd=0.025]
Ep 033/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:37,  1.46it/s, loss=0.688, pair=0.013, adv=3.721, sprd=0.025]
Ep 033/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:37,  1.46it/s, loss=0.718, pair=0.010, adv=3.949, sprd=0.025]
Ep 033/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:42,  1.38it/s, loss=0.718, pair=0.010, adv=3.949, sprd=0.025]
Ep 033/60 [S2:+mat]:  57%|█▋ | 191/333 [02:13<01:42,  1.38it/s, loss=0.683, pair=0.025, adv=3.920, sprd=0.021]
Ep 033/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:36,  1.47it/s, loss=0.683, pair=0.025, adv=3.920, sprd=0.021]
Ep 033/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:36,  1.47it/s, loss=0.703, pair=0.037, adv=3.467, sprd=0.021]
Ep 033/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:38,  1.42it/s, loss=0.703, pair=0.037, adv=3.467, sprd=0.021]
Ep 033/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:38,  1.42it/s, loss=0.725, pair=0.009, adv=3.866, sprd=0.030]
Ep 033/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:35,  1.46it/s, loss=0.725, pair=0.009, adv=3.866, sprd=0.030]
Ep 033/60 [S2:+mat]:  58%|█▋ | 194/333 [02:15<01:35,  1.46it/s, loss=0.693, pair=0.022, adv=3.629, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.42it/s, loss=0.693, pair=0.022, adv=3.629, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:37,  1.42it/s, loss=0.692, pair=0.016, adv=3.889, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:32,  1.48it/s, loss=0.692, pair=0.016, adv=3.889, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:32,  1.48it/s, loss=0.698, pair=0.005, adv=3.568, sprd=0.025]
Ep 033/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:35,  1.43it/s, loss=0.698, pair=0.005, adv=3.568, sprd=0.025]
Ep 033/60 [S2:+mat]:  59%|█▊ | 197/333 [02:17<01:35,  1.43it/s, loss=0.689, pair=0.018, adv=3.798, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:30,  1.49it/s, loss=0.689, pair=0.018, adv=3.798, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 198/333 [02:18<01:30,  1.49it/s, loss=0.678, pair=0.037, adv=3.780, sprd=0.018]
Ep 033/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:33,  1.44it/s, loss=0.678, pair=0.037, adv=3.780, sprd=0.018]
Ep 033/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:33,  1.44it/s, loss=0.696, pair=0.041, adv=3.381, sprd=0.023]
Ep 033/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:27,  1.53it/s, loss=0.696, pair=0.041, adv=3.381, sprd=0.023]
Ep 033/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:27,  1.53it/s, loss=0.704, pair=0.021, adv=4.026, sprd=0.024]
Ep 033/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:32,  1.43it/s, loss=0.704, pair=0.021, adv=4.026, sprd=0.024]
Ep 033/60 [S2:+mat]:  60%|█▊ | 201/333 [02:20<01:32,  1.43it/s, loss=0.706, pair=0.019, adv=3.667, sprd=0.025]
Ep 033/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:28,  1.49it/s, loss=0.706, pair=0.019, adv=3.667, sprd=0.025]
Ep 033/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:28,  1.49it/s, loss=0.701, pair=0.017, adv=3.421, sprd=0.021]
Ep 033/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:30,  1.44it/s, loss=0.701, pair=0.017, adv=3.421, sprd=0.021]
Ep 033/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:30,  1.44it/s, loss=0.691, pair=0.002, adv=3.853, sprd=0.023]
Ep 033/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:26,  1.50it/s, loss=0.691, pair=0.002, adv=3.853, sprd=0.023]
Ep 033/60 [S2:+mat]:  61%|█▊ | 204/333 [02:22<01:26,  1.50it/s, loss=0.719, pair=0.006, adv=3.703, sprd=0.029]
Ep 033/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:29,  1.44it/s, loss=0.719, pair=0.006, adv=3.703, sprd=0.029]
Ep 033/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:29,  1.44it/s, loss=0.686, pair=0.006, adv=3.778, sprd=0.025]
Ep 033/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:24,  1.50it/s, loss=0.686, pair=0.006, adv=3.778, sprd=0.025]
Ep 033/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:24,  1.50it/s, loss=0.737, pair=0.008, adv=3.592, sprd=0.032]
Ep 033/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:27,  1.44it/s, loss=0.737, pair=0.008, adv=3.592, sprd=0.032]
Ep 033/60 [S2:+mat]:  62%|█▊ | 207/333 [02:24<01:27,  1.44it/s, loss=0.698, pair=0.005, adv=3.696, sprd=0.026]
Ep 033/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:23,  1.50it/s, loss=0.698, pair=0.005, adv=3.696, sprd=0.026]
Ep 033/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:23,  1.50it/s, loss=0.697, pair=0.012, adv=3.657, sprd=0.022]
Ep 033/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:29,  1.38it/s, loss=0.697, pair=0.012, adv=3.657, sprd=0.022]
Ep 033/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:29,  1.38it/s, loss=0.686, pair=0.006, adv=3.948, sprd=0.023]
Ep 033/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:24,  1.45it/s, loss=0.686, pair=0.006, adv=3.948, sprd=0.023]
Ep 033/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:24,  1.45it/s, loss=0.720, pair=0.001, adv=4.010, sprd=0.031]
Ep 033/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:27,  1.40it/s, loss=0.720, pair=0.001, adv=4.010, sprd=0.031]
Ep 033/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:27,  1.40it/s, loss=0.684, pair=0.006, adv=3.615, sprd=0.022]
Ep 033/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:22,  1.47it/s, loss=0.684, pair=0.006, adv=3.615, sprd=0.022]
Ep 033/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:22,  1.47it/s, loss=0.729, pair=0.016, adv=3.774, sprd=0.029]
Ep 033/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:24,  1.43it/s, loss=0.729, pair=0.016, adv=3.774, sprd=0.029]
Ep 033/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:24,  1.43it/s, loss=0.694, pair=0.016, adv=3.785, sprd=0.022]
Ep 033/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.49it/s, loss=0.694, pair=0.016, adv=3.785, sprd=0.022]
Ep 033/60 [S2:+mat]:  64%|█▉ | 214/333 [02:29<01:20,  1.49it/s, loss=0.711, pair=0.014, adv=3.727, sprd=0.023]
Ep 033/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:23,  1.41it/s, loss=0.711, pair=0.014, adv=3.727, sprd=0.023]
Ep 033/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:23,  1.41it/s, loss=0.697, pair=0.010, adv=3.618, sprd=0.025]
Ep 033/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:19,  1.48it/s, loss=0.697, pair=0.010, adv=3.618, sprd=0.025]
Ep 033/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:19,  1.48it/s, loss=0.668, pair=0.001, adv=3.558, sprd=0.017]
Ep 033/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:20,  1.44it/s, loss=0.668, pair=0.001, adv=3.558, sprd=0.017]
Ep 033/60 [S2:+mat]:  65%|█▉ | 217/333 [02:31<01:20,  1.44it/s, loss=0.732, pair=0.033, adv=3.781, sprd=0.031]
Ep 033/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.49it/s, loss=0.732, pair=0.033, adv=3.781, sprd=0.031]
Ep 033/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.49it/s, loss=0.693, pair=0.008, adv=3.603, sprd=0.020]
Ep 033/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:19,  1.43it/s, loss=0.693, pair=0.008, adv=3.603, sprd=0.020]
Ep 033/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:19,  1.43it/s, loss=0.696, pair=0.005, adv=3.650, sprd=0.023]
Ep 033/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:15,  1.50it/s, loss=0.696, pair=0.005, adv=3.650, sprd=0.023]
Ep 033/60 [S2:+mat]:  66%|█▉ | 220/333 [02:33<01:15,  1.50it/s, loss=0.665, pair=0.004, adv=3.473, sprd=0.018]
Ep 033/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:17,  1.44it/s, loss=0.665, pair=0.004, adv=3.473, sprd=0.018]
Ep 033/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:17,  1.44it/s, loss=0.683, pair=0.016, adv=3.793, sprd=0.022]
Ep 033/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:13,  1.51it/s, loss=0.683, pair=0.016, adv=3.793, sprd=0.022]
Ep 033/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:13,  1.51it/s, loss=0.697, pair=0.006, adv=3.778, sprd=0.025]
Ep 033/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:16,  1.44it/s, loss=0.697, pair=0.006, adv=3.778, sprd=0.025]
Ep 033/60 [S2:+mat]:  67%|██ | 223/333 [02:35<01:16,  1.44it/s, loss=0.691, pair=0.016, adv=3.706, sprd=0.021]
Ep 033/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:12,  1.50it/s, loss=0.691, pair=0.016, adv=3.706, sprd=0.021]
Ep 033/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:12,  1.50it/s, loss=0.717, pair=0.016, adv=3.690, sprd=0.027]
Ep 033/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:15,  1.43it/s, loss=0.717, pair=0.016, adv=3.690, sprd=0.027]
Ep 033/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:15,  1.43it/s, loss=0.693, pair=0.015, adv=3.742, sprd=0.025]
Ep 033/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:11,  1.50it/s, loss=0.693, pair=0.015, adv=3.742, sprd=0.025]
Ep 033/60 [S2:+mat]:  68%|██ | 226/333 [02:37<01:11,  1.50it/s, loss=0.710, pair=0.010, adv=3.726, sprd=0.027]
Ep 033/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:14,  1.43it/s, loss=0.710, pair=0.010, adv=3.726, sprd=0.027]
Ep 033/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:14,  1.43it/s, loss=0.691, pair=0.011, adv=3.953, sprd=0.024]
Ep 033/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.49it/s, loss=0.691, pair=0.011, adv=3.953, sprd=0.024]
Ep 033/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:10,  1.49it/s, loss=0.692, pair=0.013, adv=3.500, sprd=0.020]
Ep 033/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:12,  1.44it/s, loss=0.692, pair=0.013, adv=3.500, sprd=0.020]
Ep 033/60 [S2:+mat]:  69%|██ | 229/333 [02:39<01:12,  1.44it/s, loss=0.705, pair=0.007, adv=3.553, sprd=0.027]
Ep 033/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:09,  1.49it/s, loss=0.705, pair=0.007, adv=3.553, sprd=0.027]
Ep 033/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:09,  1.49it/s, loss=0.662, pair=0.009, adv=3.340, sprd=0.015]
Ep 033/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:10,  1.45it/s, loss=0.662, pair=0.009, adv=3.340, sprd=0.015]
Ep 033/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:10,  1.45it/s, loss=0.707, pair=0.012, adv=3.861, sprd=0.027]
Ep 033/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:07,  1.50it/s, loss=0.707, pair=0.012, adv=3.861, sprd=0.027]
Ep 033/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:07,  1.50it/s, loss=0.713, pair=0.009, adv=3.729, sprd=0.026]
Ep 033/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:08,  1.45it/s, loss=0.713, pair=0.009, adv=3.729, sprd=0.026]
Ep 033/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:08,  1.45it/s, loss=0.683, pair=0.006, adv=3.437, sprd=0.022]
Ep 033/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:05,  1.51it/s, loss=0.683, pair=0.006, adv=3.437, sprd=0.022]
Ep 033/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:05,  1.51it/s, loss=0.701, pair=0.025, adv=3.610, sprd=0.022]
Ep 033/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:07,  1.45it/s, loss=0.701, pair=0.025, adv=3.610, sprd=0.022]
Ep 033/60 [S2:+mat]:  71%|██ | 235/333 [02:43<01:07,  1.45it/s, loss=0.714, pair=0.009, adv=3.663, sprd=0.030]
Ep 033/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.49it/s, loss=0.714, pair=0.009, adv=3.663, sprd=0.030]
Ep 033/60 [S2:+mat]:  71%|██▏| 236/333 [02:44<01:05,  1.49it/s, loss=0.709, pair=0.009, adv=3.683, sprd=0.026]
Ep 033/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:07,  1.43it/s, loss=0.709, pair=0.009, adv=3.683, sprd=0.026]
Ep 033/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:07,  1.43it/s, loss=0.661, pair=0.006, adv=3.320, sprd=0.018]
Ep 033/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.50it/s, loss=0.661, pair=0.006, adv=3.320, sprd=0.018]
Ep 033/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:03,  1.50it/s, loss=0.699, pair=0.014, adv=3.934, sprd=0.024]
Ep 033/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:05,  1.44it/s, loss=0.699, pair=0.014, adv=3.934, sprd=0.024]
Ep 033/60 [S2:+mat]:  72%|██▏| 239/333 [02:46<01:05,  1.44it/s, loss=0.702, pair=0.011, adv=3.593, sprd=0.029]
Ep 033/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.702, pair=0.011, adv=3.593, sprd=0.029]
Ep 033/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.700, pair=0.014, adv=3.465, sprd=0.020]
Ep 033/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:05,  1.41it/s, loss=0.700, pair=0.014, adv=3.465, sprd=0.020]
Ep 033/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:05,  1.41it/s, loss=0.698, pair=0.007, adv=3.586, sprd=0.024]
Ep 033/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.47it/s, loss=0.698, pair=0.007, adv=3.586, sprd=0.024]
Ep 033/60 [S2:+mat]:  73%|██▏| 242/333 [02:48<01:01,  1.47it/s, loss=0.695, pair=0.029, adv=3.944, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.41it/s, loss=0.695, pair=0.029, adv=3.944, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:03,  1.41it/s, loss=0.698, pair=0.020, adv=4.035, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<01:00,  1.47it/s, loss=0.698, pair=0.020, adv=4.035, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<01:00,  1.47it/s, loss=0.690, pair=0.013, adv=3.434, sprd=0.021]
Ep 033/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:01,  1.42it/s, loss=0.690, pair=0.013, adv=3.434, sprd=0.021]
Ep 033/60 [S2:+mat]:  74%|██▏| 245/333 [02:50<01:01,  1.42it/s, loss=0.678, pair=0.000, adv=3.552, sprd=0.023]
Ep 033/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.48it/s, loss=0.678, pair=0.000, adv=3.552, sprd=0.023]
Ep 033/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:58,  1.48it/s, loss=0.773, pair=0.004, adv=3.785, sprd=0.022]
Ep 033/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:00,  1.43it/s, loss=0.773, pair=0.004, adv=3.785, sprd=0.022]
Ep 033/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:00,  1.43it/s, loss=0.693, pair=0.008, adv=3.457, sprd=0.026]
Ep 033/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:56,  1.50it/s, loss=0.693, pair=0.008, adv=3.457, sprd=0.026]
Ep 033/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:56,  1.50it/s, loss=0.708, pair=0.033, adv=3.598, sprd=0.023]
Ep 033/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:58,  1.43it/s, loss=0.708, pair=0.033, adv=3.598, sprd=0.023]
Ep 033/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:58,  1.43it/s, loss=0.672, pair=0.035, adv=3.480, sprd=0.019]
Ep 033/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:55,  1.50it/s, loss=0.672, pair=0.035, adv=3.480, sprd=0.019]
Ep 033/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:55,  1.50it/s, loss=0.684, pair=0.003, adv=3.637, sprd=0.021]
Ep 033/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:58,  1.39it/s, loss=0.684, pair=0.003, adv=3.637, sprd=0.021]
Ep 033/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:58,  1.39it/s, loss=0.718, pair=0.037, adv=3.652, sprd=0.026]
Ep 033/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:55,  1.45it/s, loss=0.718, pair=0.037, adv=3.652, sprd=0.026]
Ep 033/60 [S2:+mat]:  76%|██▎| 252/333 [02:55<00:55,  1.45it/s, loss=0.700, pair=0.017, adv=3.647, sprd=0.020]
Ep 033/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:57,  1.39it/s, loss=0.700, pair=0.017, adv=3.647, sprd=0.020]
Ep 033/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:57,  1.39it/s, loss=0.682, pair=0.012, adv=3.672, sprd=0.021]
Ep 033/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:54,  1.45it/s, loss=0.682, pair=0.012, adv=3.672, sprd=0.021]
Ep 033/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:54,  1.45it/s, loss=0.699, pair=0.009, adv=3.802, sprd=0.021]
Ep 033/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:55,  1.40it/s, loss=0.699, pair=0.009, adv=3.802, sprd=0.021]
Ep 033/60 [S2:+mat]:  77%|██▎| 255/333 [02:57<00:55,  1.40it/s, loss=0.694, pair=0.008, adv=3.700, sprd=0.027]
Ep 033/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:53,  1.45it/s, loss=0.694, pair=0.008, adv=3.700, sprd=0.027]
Ep 033/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:53,  1.45it/s, loss=0.730, pair=0.011, adv=3.732, sprd=0.027]
Ep 033/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:54,  1.39it/s, loss=0.730, pair=0.011, adv=3.732, sprd=0.027]
Ep 033/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:54,  1.39it/s, loss=0.686, pair=0.004, adv=3.416, sprd=0.023]
Ep 033/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:51,  1.46it/s, loss=0.686, pair=0.004, adv=3.416, sprd=0.023]
Ep 033/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:51,  1.46it/s, loss=0.721, pair=0.029, adv=3.680, sprd=0.027]
Ep 033/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.41it/s, loss=0.721, pair=0.029, adv=3.680, sprd=0.027]
Ep 033/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.41it/s, loss=0.701, pair=0.036, adv=3.531, sprd=0.021]
Ep 033/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:49,  1.48it/s, loss=0.701, pair=0.036, adv=3.531, sprd=0.021]
Ep 033/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:49,  1.48it/s, loss=0.710, pair=0.013, adv=3.724, sprd=0.026]
Ep 033/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:50,  1.44it/s, loss=0.710, pair=0.013, adv=3.724, sprd=0.026]
Ep 033/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:50,  1.44it/s, loss=0.692, pair=0.011, adv=3.381, sprd=0.026]
Ep 033/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:47,  1.50it/s, loss=0.692, pair=0.011, adv=3.381, sprd=0.026]
Ep 033/60 [S2:+mat]:  79%|██▎| 262/333 [03:02<00:47,  1.50it/s, loss=0.694, pair=0.004, adv=3.475, sprd=0.025]
Ep 033/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:48,  1.46it/s, loss=0.694, pair=0.004, adv=3.475, sprd=0.025]
Ep 033/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:48,  1.46it/s, loss=0.718, pair=0.019, adv=3.742, sprd=0.029]
Ep 033/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:46,  1.49it/s, loss=0.718, pair=0.019, adv=3.742, sprd=0.029]
Ep 033/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:46,  1.49it/s, loss=0.765, pair=0.001, adv=3.365, sprd=0.018]
Ep 033/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.44it/s, loss=0.765, pair=0.001, adv=3.365, sprd=0.018]
Ep 033/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:47,  1.44it/s, loss=0.709, pair=0.031, adv=3.657, sprd=0.027]
Ep 033/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:44,  1.50it/s, loss=0.709, pair=0.031, adv=3.657, sprd=0.027]
Ep 033/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:44,  1.50it/s, loss=0.778, pair=0.021, adv=3.491, sprd=0.023]
Ep 033/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:46,  1.43it/s, loss=0.778, pair=0.021, adv=3.491, sprd=0.023]
Ep 033/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:46,  1.43it/s, loss=0.692, pair=0.006, adv=3.619, sprd=0.023]
Ep 033/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:43,  1.49it/s, loss=0.692, pair=0.006, adv=3.619, sprd=0.023]
Ep 033/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:43,  1.49it/s, loss=0.703, pair=0.029, adv=3.623, sprd=0.022]
Ep 033/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:46,  1.39it/s, loss=0.703, pair=0.029, adv=3.623, sprd=0.022]
Ep 033/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:46,  1.39it/s, loss=0.714, pair=0.103, adv=3.811, sprd=0.022]
Ep 033/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.47it/s, loss=0.714, pair=0.103, adv=3.811, sprd=0.022]
Ep 033/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.47it/s, loss=0.687, pair=0.037, adv=3.502, sprd=0.018]
Ep 033/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:43,  1.42it/s, loss=0.687, pair=0.037, adv=3.502, sprd=0.018]
Ep 033/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:43,  1.42it/s, loss=0.694, pair=0.042, adv=3.822, sprd=0.022]
Ep 033/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.49it/s, loss=0.694, pair=0.042, adv=3.822, sprd=0.022]
Ep 033/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.49it/s, loss=0.696, pair=0.061, adv=3.427, sprd=0.020]
Ep 033/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:41,  1.45it/s, loss=0.696, pair=0.061, adv=3.427, sprd=0.020]
Ep 033/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:41,  1.45it/s, loss=0.696, pair=0.006, adv=3.858, sprd=0.025]
Ep 033/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.49it/s, loss=0.696, pair=0.006, adv=3.858, sprd=0.025]
Ep 033/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.49it/s, loss=0.699, pair=0.024, adv=3.521, sprd=0.024]
Ep 033/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.44it/s, loss=0.699, pair=0.024, adv=3.521, sprd=0.024]
Ep 033/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.44it/s, loss=0.677, pair=0.008, adv=3.801, sprd=0.019]
Ep 033/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:37,  1.53it/s, loss=0.677, pair=0.008, adv=3.801, sprd=0.019]
Ep 033/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:37,  1.53it/s, loss=0.719, pair=0.023, adv=3.844, sprd=0.029]
Ep 033/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:38,  1.45it/s, loss=0.719, pair=0.023, adv=3.844, sprd=0.029]
Ep 033/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:38,  1.45it/s, loss=0.713, pair=0.014, adv=3.820, sprd=0.029]
Ep 033/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.48it/s, loss=0.713, pair=0.014, adv=3.820, sprd=0.029]
Ep 033/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.48it/s, loss=0.711, pair=0.046, adv=3.377, sprd=0.021]
Ep 033/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.44it/s, loss=0.711, pair=0.046, adv=3.377, sprd=0.021]
Ep 033/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.44it/s, loss=0.691, pair=0.007, adv=3.638, sprd=0.024]
Ep 033/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:35,  1.49it/s, loss=0.691, pair=0.007, adv=3.638, sprd=0.024]
Ep 033/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:35,  1.49it/s, loss=0.668, pair=0.004, adv=3.863, sprd=0.020]
Ep 033/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:35,  1.45it/s, loss=0.668, pair=0.004, adv=3.863, sprd=0.020]
Ep 033/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:35,  1.45it/s, loss=0.666, pair=0.016, adv=3.559, sprd=0.017]
Ep 033/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:33,  1.51it/s, loss=0.666, pair=0.016, adv=3.559, sprd=0.017]
Ep 033/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:33,  1.51it/s, loss=0.788, pair=0.000, adv=3.780, sprd=0.026]
Ep 033/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:34,  1.45it/s, loss=0.788, pair=0.000, adv=3.780, sprd=0.026]
Ep 033/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:34,  1.45it/s, loss=0.718, pair=0.028, adv=3.855, sprd=0.030]
Ep 033/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.49it/s, loss=0.718, pair=0.028, adv=3.855, sprd=0.030]
Ep 033/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:32,  1.49it/s, loss=0.702, pair=0.010, adv=3.846, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.43it/s, loss=0.702, pair=0.010, adv=3.846, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.43it/s, loss=0.701, pair=0.010, adv=3.698, sprd=0.028]
Ep 033/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.49it/s, loss=0.701, pair=0.010, adv=3.698, sprd=0.028]
Ep 033/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.49it/s, loss=0.713, pair=0.001, adv=4.001, sprd=0.029]
Ep 033/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:31,  1.44it/s, loss=0.713, pair=0.001, adv=4.001, sprd=0.029]
Ep 033/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:31,  1.44it/s, loss=0.680, pair=0.004, adv=3.704, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.49it/s, loss=0.680, pair=0.004, adv=3.704, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.49it/s, loss=0.678, pair=0.017, adv=3.840, sprd=0.022]
Ep 033/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:31,  1.41it/s, loss=0.678, pair=0.017, adv=3.840, sprd=0.022]
Ep 033/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:31,  1.41it/s, loss=0.672, pair=0.034, adv=3.368, sprd=0.019]
Ep 033/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.50it/s, loss=0.672, pair=0.034, adv=3.368, sprd=0.019]
Ep 033/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:28,  1.50it/s, loss=0.759, pair=0.023, adv=3.660, sprd=0.019]
Ep 033/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.44it/s, loss=0.759, pair=0.023, adv=3.660, sprd=0.019]
Ep 033/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.44it/s, loss=0.701, pair=0.010, adv=3.831, sprd=0.027]
Ep 033/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.48it/s, loss=0.701, pair=0.010, adv=3.831, sprd=0.027]
Ep 033/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.48it/s, loss=0.758, pair=0.009, adv=3.538, sprd=0.021]
Ep 033/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.46it/s, loss=0.758, pair=0.009, adv=3.538, sprd=0.021]
Ep 033/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.46it/s, loss=0.681, pair=0.031, adv=3.736, sprd=0.021]
Ep 033/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.53it/s, loss=0.681, pair=0.031, adv=3.736, sprd=0.021]
Ep 033/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.53it/s, loss=0.682, pair=0.015, adv=3.816, sprd=0.022]
Ep 033/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.46it/s, loss=0.682, pair=0.015, adv=3.816, sprd=0.022]
Ep 033/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.46it/s, loss=0.715, pair=0.036, adv=3.869, sprd=0.029]
Ep 033/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.50it/s, loss=0.715, pair=0.036, adv=3.869, sprd=0.029]
Ep 033/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.50it/s, loss=0.677, pair=0.014, adv=3.856, sprd=0.020]
Ep 033/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:24,  1.46it/s, loss=0.677, pair=0.014, adv=3.856, sprd=0.020]
Ep 033/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:24,  1.46it/s, loss=0.698, pair=0.011, adv=3.622, sprd=0.023]
Ep 033/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.51it/s, loss=0.698, pair=0.011, adv=3.622, sprd=0.023]
Ep 033/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.51it/s, loss=0.688, pair=0.004, adv=3.609, sprd=0.020]
Ep 033/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:24,  1.40it/s, loss=0.688, pair=0.004, adv=3.609, sprd=0.020]
Ep 033/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:24,  1.40it/s, loss=0.695, pair=0.006, adv=3.957, sprd=0.026]
Ep 033/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.46it/s, loss=0.695, pair=0.006, adv=3.957, sprd=0.026]
Ep 033/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.46it/s, loss=0.693, pair=0.005, adv=3.993, sprd=0.024]
Ep 033/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.40it/s, loss=0.693, pair=0.005, adv=3.993, sprd=0.024]
Ep 033/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.40it/s, loss=0.700, pair=0.010, adv=4.366, sprd=0.028]
Ep 033/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:21,  1.45it/s, loss=0.700, pair=0.010, adv=4.366, sprd=0.028]
Ep 033/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:21,  1.45it/s, loss=0.792, pair=0.023, adv=3.527, sprd=0.027]
Ep 033/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.42it/s, loss=0.792, pair=0.023, adv=3.527, sprd=0.027]
Ep 033/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.42it/s, loss=0.685, pair=0.025, adv=3.677, sprd=0.018]
Ep 033/60 [S2:+mat]:  91%|██▋| 304/333 [03:29<00:19,  1.51it/s, loss=0.685, pair=0.025, adv=3.677, sprd=0.018]
Ep 033/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.51it/s, loss=0.768, pair=0.267, adv=3.803, sprd=0.023]
Ep 033/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:20,  1.39it/s, loss=0.768, pair=0.267, adv=3.803, sprd=0.023]
Ep 033/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:20,  1.39it/s, loss=0.693, pair=0.015, adv=3.784, sprd=0.026]
Ep 033/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.46it/s, loss=0.693, pair=0.015, adv=3.784, sprd=0.026]
Ep 033/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.46it/s, loss=0.714, pair=0.014, adv=3.948, sprd=0.026]
Ep 033/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.714, pair=0.014, adv=3.948, sprd=0.026]
Ep 033/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.677, pair=0.004, adv=3.919, sprd=0.020]
Ep 033/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.677, pair=0.004, adv=3.919, sprd=0.020]
Ep 033/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.49it/s, loss=0.693, pair=0.002, adv=3.716, sprd=0.022]
Ep 033/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.45it/s, loss=0.693, pair=0.002, adv=3.716, sprd=0.022]
Ep 033/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.45it/s, loss=0.664, pair=0.004, adv=3.702, sprd=0.022]
Ep 033/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.51it/s, loss=0.664, pair=0.004, adv=3.702, sprd=0.022]
Ep 033/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.51it/s, loss=0.673, pair=0.004, adv=3.640, sprd=0.020]
Ep 033/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.47it/s, loss=0.673, pair=0.004, adv=3.640, sprd=0.020]
Ep 033/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.47it/s, loss=0.681, pair=0.012, adv=3.609, sprd=0.021]
Ep 033/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:13,  1.54it/s, loss=0.681, pair=0.012, adv=3.609, sprd=0.021]
Ep 033/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:13,  1.54it/s, loss=0.697, pair=0.020, adv=3.779, sprd=0.022]
Ep 033/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:14,  1.39it/s, loss=0.697, pair=0.020, adv=3.779, sprd=0.022]
Ep 033/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:14,  1.39it/s, loss=0.697, pair=0.009, adv=4.028, sprd=0.025]
Ep 033/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.48it/s, loss=0.697, pair=0.009, adv=4.028, sprd=0.025]
Ep 033/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.48it/s, loss=0.687, pair=0.035, adv=3.529, sprd=0.017]
Ep 033/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.44it/s, loss=0.687, pair=0.035, adv=3.529, sprd=0.017]
Ep 033/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.44it/s, loss=0.703, pair=0.007, adv=3.998, sprd=0.029]
Ep 033/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.50it/s, loss=0.703, pair=0.007, adv=3.998, sprd=0.029]
Ep 033/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.50it/s, loss=0.715, pair=0.010, adv=3.782, sprd=0.029]
Ep 033/60 [S2:+mat]:  95%|██▊| 317/333 [03:38<00:11,  1.43it/s, loss=0.715, pair=0.010, adv=3.782, sprd=0.029]
Ep 033/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.43it/s, loss=0.688, pair=0.008, adv=3.605, sprd=0.022]
Ep 033/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:09,  1.50it/s, loss=0.688, pair=0.008, adv=3.605, sprd=0.022]
Ep 033/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:09,  1.50it/s, loss=0.699, pair=0.006, adv=3.698, sprd=0.023]
Ep 033/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.45it/s, loss=0.699, pair=0.006, adv=3.698, sprd=0.023]
Ep 033/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.45it/s, loss=0.665, pair=0.027, adv=3.789, sprd=0.017]
Ep 033/60 [S2:+mat]:  96%|██▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.665, pair=0.027, adv=3.789, sprd=0.017]
Ep 033/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.52it/s, loss=0.704, pair=0.010, adv=3.621, sprd=0.027]
Ep 033/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.704, pair=0.010, adv=3.621, sprd=0.027]
Ep 033/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.45it/s, loss=0.706, pair=0.021, adv=3.733, sprd=0.029]
Ep 033/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.706, pair=0.021, adv=3.733, sprd=0.029]
Ep 033/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.50it/s, loss=0.711, pair=0.006, adv=3.891, sprd=0.027]
Ep 033/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.711, pair=0.006, adv=3.891, sprd=0.027]
Ep 033/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.688, pair=0.009, adv=3.651, sprd=0.024]
Ep 033/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.688, pair=0.009, adv=3.651, sprd=0.024]
Ep 033/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.703, pair=0.042, adv=3.465, sprd=0.022]
Ep 033/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.703, pair=0.042, adv=3.465, sprd=0.022]
Ep 033/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.692, pair=0.014, adv=3.946, sprd=0.024]
Ep 033/60 [S2:+mat]:  98%|██▉| 326/333 [03:44<00:04,  1.51it/s, loss=0.692, pair=0.014, adv=3.946, sprd=0.024]
Ep 033/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.51it/s, loss=0.695, pair=0.004, adv=3.603, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.695, pair=0.004, adv=3.603, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.694, pair=0.019, adv=3.415, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.52it/s, loss=0.694, pair=0.019, adv=3.415, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.52it/s, loss=0.695, pair=0.007, adv=3.773, sprd=0.023]
Ep 033/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.695, pair=0.007, adv=3.773, sprd=0.023]
Ep 033/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.677, pair=0.024, adv=3.475, sprd=0.021]
Ep 033/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:01,  1.52it/s, loss=0.677, pair=0.024, adv=3.475, sprd=0.021]
Ep 033/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:01,  1.52it/s, loss=0.691, pair=0.029, adv=3.442, sprd=0.023]
Ep 033/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.47it/s, loss=0.691, pair=0.029, adv=3.442, sprd=0.023]
Ep 033/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.47it/s, loss=0.689, pair=0.007, adv=3.736, sprd=0.024]
Ep 033/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.689, pair=0.007, adv=3.736, sprd=0.024]
Ep 033/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.702, pair=0.031, adv=3.639, sprd=0.023]
Ep 033/60 [S2:+mat]: 100%|███| 333/333 [03:49<00:00,  1.46it/s, loss=0.702, pair=0.031, adv=3.639, sprd=0.023]
                                                                                                              
Epoch 033/60 [S2:+mat]  loss=0.7013  mat=0.2359  sens=1.0293  pair=0.0196  adv=3.7565(rand=3.37)  deg=0.0118  orth=0.0026  spread=0.0237  q_mean=49.6  q_std=14.3  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.75e-05  230s

Ep 034/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 034/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.706, pair=0.010, adv=3.846, sprd=0.024]
Ep 034/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:13,  1.13s/it, loss=0.706, pair=0.010, adv=3.846, sprd=0.024]
Ep 034/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:13,  1.13s/it, loss=0.685, pair=0.012, adv=3.867, sprd=0.021]
Ep 034/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:26,  1.24it/s, loss=0.685, pair=0.012, adv=3.867, sprd=0.021]
Ep 034/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:26,  1.24it/s, loss=0.695, pair=0.038, adv=3.734, sprd=0.020]
Ep 034/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:18,  1.27it/s, loss=0.695, pair=0.038, adv=3.734, sprd=0.020]
Ep 034/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:18,  1.27it/s, loss=0.686, pair=0.021, adv=3.841, sprd=0.023]
Ep 034/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:52,  1.42it/s, loss=0.686, pair=0.021, adv=3.841, sprd=0.023]
Ep 034/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:52,  1.42it/s, loss=0.703, pair=0.020, adv=3.735, sprd=0.022]
Ep 034/60 [S2:+mat]:   2%|     | 5/333 [00:03<03:58,  1.38it/s, loss=0.703, pair=0.020, adv=3.735, sprd=0.022]
Ep 034/60 [S2:+mat]:   2%|     | 5/333 [00:04<03:58,  1.38it/s, loss=0.700, pair=0.000, adv=3.895, sprd=0.027]
Ep 034/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:43,  1.46it/s, loss=0.700, pair=0.000, adv=3.895, sprd=0.027]
Ep 034/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:43,  1.46it/s, loss=0.781, pair=0.009, adv=3.760, sprd=0.022]
Ep 034/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:54,  1.39it/s, loss=0.781, pair=0.009, adv=3.760, sprd=0.022]
Ep 034/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:54,  1.39it/s, loss=0.702, pair=0.025, adv=3.447, sprd=0.024]
Ep 034/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:42,  1.46it/s, loss=0.702, pair=0.025, adv=3.447, sprd=0.024]
Ep 034/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:42,  1.46it/s, loss=0.714, pair=0.012, adv=3.789, sprd=0.026]
Ep 034/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:50,  1.41it/s, loss=0.714, pair=0.012, adv=3.789, sprd=0.026]
Ep 034/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:50,  1.41it/s, loss=0.670, pair=0.004, adv=3.883, sprd=0.020]
Ep 034/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:36,  1.49it/s, loss=0.670, pair=0.004, adv=3.883, sprd=0.020]
Ep 034/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:36,  1.49it/s, loss=0.695, pair=0.006, adv=3.706, sprd=0.021]
Ep 034/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:54,  1.37it/s, loss=0.695, pair=0.006, adv=3.706, sprd=0.021]
Ep 034/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:54,  1.37it/s, loss=0.675, pair=0.007, adv=3.662, sprd=0.021]
Ep 034/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:38,  1.47it/s, loss=0.675, pair=0.007, adv=3.662, sprd=0.021]
Ep 034/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:38,  1.47it/s, loss=0.707, pair=0.005, adv=3.774, sprd=0.023]
Ep 034/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:48,  1.40it/s, loss=0.707, pair=0.005, adv=3.774, sprd=0.023]
Ep 034/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:48,  1.40it/s, loss=0.659, pair=0.001, adv=3.253, sprd=0.018]
Ep 034/60 [S2:+mat]:   4%|▏   | 14/333 [00:09<03:34,  1.49it/s, loss=0.659, pair=0.001, adv=3.253, sprd=0.018]
Ep 034/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:34,  1.49it/s, loss=0.699, pair=0.003, adv=3.558, sprd=0.025]
Ep 034/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:40,  1.44it/s, loss=0.699, pair=0.003, adv=3.558, sprd=0.025]
Ep 034/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:40,  1.44it/s, loss=0.680, pair=0.002, adv=3.667, sprd=0.022]
Ep 034/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:30,  1.51it/s, loss=0.680, pair=0.002, adv=3.667, sprd=0.022]
Ep 034/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:30,  1.51it/s, loss=0.717, pair=0.017, adv=3.782, sprd=0.027]
Ep 034/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:47,  1.39it/s, loss=0.717, pair=0.017, adv=3.782, sprd=0.027]
Ep 034/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:47,  1.39it/s, loss=0.662, pair=0.027, adv=3.271, sprd=0.017]
Ep 034/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:30,  1.49it/s, loss=0.662, pair=0.027, adv=3.271, sprd=0.017]
Ep 034/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:30,  1.49it/s, loss=0.668, pair=0.002, adv=3.321, sprd=0.019]
Ep 034/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:39,  1.43it/s, loss=0.668, pair=0.002, adv=3.321, sprd=0.019]
Ep 034/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:39,  1.43it/s, loss=0.680, pair=0.003, adv=3.942, sprd=0.022]
Ep 034/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:28,  1.50it/s, loss=0.680, pair=0.003, adv=3.942, sprd=0.022]
Ep 034/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:28,  1.50it/s, loss=0.682, pair=0.009, adv=3.433, sprd=0.018]
Ep 034/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:35,  1.45it/s, loss=0.682, pair=0.009, adv=3.433, sprd=0.018]
Ep 034/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:35,  1.45it/s, loss=0.689, pair=0.003, adv=3.756, sprd=0.022]
Ep 034/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:24,  1.52it/s, loss=0.689, pair=0.003, adv=3.756, sprd=0.022]
Ep 034/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:24,  1.52it/s, loss=0.705, pair=0.000, adv=4.011, sprd=0.026]
Ep 034/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:35,  1.44it/s, loss=0.705, pair=0.000, adv=4.011, sprd=0.026]
Ep 034/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:35,  1.44it/s, loss=0.686, pair=0.007, adv=3.668, sprd=0.023]
Ep 034/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:25,  1.50it/s, loss=0.686, pair=0.007, adv=3.668, sprd=0.023]
Ep 034/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:25,  1.50it/s, loss=0.718, pair=0.017, adv=3.748, sprd=0.025]
Ep 034/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:31,  1.46it/s, loss=0.718, pair=0.017, adv=3.748, sprd=0.025]
Ep 034/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:31,  1.46it/s, loss=0.687, pair=0.011, adv=3.751, sprd=0.023]
Ep 034/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:22,  1.52it/s, loss=0.687, pair=0.011, adv=3.751, sprd=0.023]
Ep 034/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:22,  1.52it/s, loss=0.686, pair=0.015, adv=3.673, sprd=0.020]
Ep 034/60 [S2:+mat]:   8%|▎   | 27/333 [00:18<03:40,  1.39it/s, loss=0.686, pair=0.015, adv=3.673, sprd=0.020]
Ep 034/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:40,  1.39it/s, loss=0.690, pair=0.021, adv=3.981, sprd=0.024]
Ep 034/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:27,  1.47it/s, loss=0.690, pair=0.021, adv=3.981, sprd=0.024]
Ep 034/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:27,  1.47it/s, loss=0.696, pair=0.019, adv=3.962, sprd=0.024]
Ep 034/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:33,  1.42it/s, loss=0.696, pair=0.019, adv=3.962, sprd=0.024]
Ep 034/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:33,  1.42it/s, loss=0.674, pair=0.008, adv=3.936, sprd=0.023]
Ep 034/60 [S2:+mat]:   9%|▎   | 30/333 [00:20<03:23,  1.49it/s, loss=0.674, pair=0.008, adv=3.936, sprd=0.023]
Ep 034/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:23,  1.49it/s, loss=0.700, pair=0.004, adv=4.028, sprd=0.026]
Ep 034/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:31,  1.43it/s, loss=0.700, pair=0.004, adv=4.028, sprd=0.026]
Ep 034/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:31,  1.43it/s, loss=0.686, pair=0.053, adv=3.548, sprd=0.019]
Ep 034/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:17,  1.53it/s, loss=0.686, pair=0.053, adv=3.548, sprd=0.019]
Ep 034/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:17,  1.53it/s, loss=0.706, pair=0.008, adv=4.022, sprd=0.027]
Ep 034/60 [S2:+mat]:  10%|▍   | 33/333 [00:22<03:26,  1.45it/s, loss=0.706, pair=0.008, adv=4.022, sprd=0.027]
Ep 034/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:26,  1.45it/s, loss=0.726, pair=0.013, adv=3.729, sprd=0.030]
Ep 034/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:20,  1.49it/s, loss=0.726, pair=0.013, adv=3.729, sprd=0.030]
Ep 034/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:20,  1.49it/s, loss=0.697, pair=0.007, adv=3.893, sprd=0.027]
Ep 034/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:30,  1.41it/s, loss=0.697, pair=0.007, adv=3.893, sprd=0.027]
Ep 034/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:30,  1.41it/s, loss=0.682, pair=0.003, adv=3.769, sprd=0.022]
Ep 034/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:20,  1.48it/s, loss=0.682, pair=0.003, adv=3.769, sprd=0.022]
Ep 034/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:20,  1.48it/s, loss=0.703, pair=0.000, adv=3.983, sprd=0.021]
Ep 034/60 [S2:+mat]:  11%|▍   | 37/333 [00:25<03:26,  1.43it/s, loss=0.703, pair=0.000, adv=3.983, sprd=0.021]
Ep 034/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:26,  1.43it/s, loss=0.703, pair=0.010, adv=3.886, sprd=0.026]
Ep 034/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:18,  1.49it/s, loss=0.703, pair=0.010, adv=3.886, sprd=0.026]
Ep 034/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:18,  1.49it/s, loss=0.696, pair=0.014, adv=4.162, sprd=0.025]
Ep 034/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:26,  1.42it/s, loss=0.696, pair=0.014, adv=4.162, sprd=0.025]
Ep 034/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:26,  1.42it/s, loss=0.698, pair=0.011, adv=3.571, sprd=0.026]
Ep 034/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:16,  1.49it/s, loss=0.698, pair=0.011, adv=3.571, sprd=0.026]
Ep 034/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:16,  1.49it/s, loss=0.715, pair=0.014, adv=3.898, sprd=0.028]
Ep 034/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:23,  1.43it/s, loss=0.715, pair=0.014, adv=3.898, sprd=0.028]
Ep 034/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:23,  1.43it/s, loss=0.693, pair=0.010, adv=4.060, sprd=0.024]
Ep 034/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:13,  1.50it/s, loss=0.693, pair=0.010, adv=4.060, sprd=0.024]
Ep 034/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:13,  1.50it/s, loss=0.768, pair=0.008, adv=3.935, sprd=0.025]
Ep 034/60 [S2:+mat]:  13%|▌   | 43/333 [00:29<03:18,  1.46it/s, loss=0.768, pair=0.008, adv=3.935, sprd=0.025]
Ep 034/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:18,  1.46it/s, loss=0.685, pair=0.020, adv=4.006, sprd=0.022]
Ep 034/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:11,  1.51it/s, loss=0.685, pair=0.020, adv=4.006, sprd=0.022]
Ep 034/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:11,  1.51it/s, loss=0.723, pair=0.036, adv=4.060, sprd=0.025]
Ep 034/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:25,  1.40it/s, loss=0.723, pair=0.036, adv=4.060, sprd=0.025]
Ep 034/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:25,  1.40it/s, loss=0.707, pair=0.008, adv=4.004, sprd=0.027]
Ep 034/60 [S2:+mat]:  14%|▌   | 46/333 [00:31<03:15,  1.47it/s, loss=0.707, pair=0.008, adv=4.004, sprd=0.027]
Ep 034/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:15,  1.47it/s, loss=0.708, pair=0.003, adv=3.662, sprd=0.024]
Ep 034/60 [S2:+mat]:  14%|▌   | 47/333 [00:32<03:23,  1.41it/s, loss=0.708, pair=0.003, adv=3.662, sprd=0.024]
Ep 034/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:23,  1.41it/s, loss=0.688, pair=0.024, adv=3.944, sprd=0.023]
Ep 034/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:12,  1.48it/s, loss=0.688, pair=0.024, adv=3.944, sprd=0.023]
Ep 034/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:12,  1.48it/s, loss=0.707, pair=0.015, adv=4.005, sprd=0.023]
Ep 034/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:18,  1.43it/s, loss=0.707, pair=0.015, adv=4.005, sprd=0.023]
Ep 034/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:18,  1.43it/s, loss=0.685, pair=0.014, adv=3.634, sprd=0.020]
Ep 034/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:09,  1.50it/s, loss=0.685, pair=0.014, adv=3.634, sprd=0.020]
Ep 034/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:09,  1.50it/s, loss=0.699, pair=0.015, adv=3.868, sprd=0.024]
Ep 034/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:17,  1.43it/s, loss=0.699, pair=0.015, adv=3.868, sprd=0.024]
Ep 034/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:17,  1.43it/s, loss=0.686, pair=0.010, adv=4.043, sprd=0.020]
Ep 034/60 [S2:+mat]:  16%|▌   | 52/333 [00:35<03:07,  1.50it/s, loss=0.686, pair=0.010, adv=4.043, sprd=0.020]
Ep 034/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:07,  1.50it/s, loss=0.799, pair=0.003, adv=3.899, sprd=0.027]
Ep 034/60 [S2:+mat]:  16%|▋   | 53/333 [00:36<03:14,  1.44it/s, loss=0.799, pair=0.003, adv=3.899, sprd=0.027]
Ep 034/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:14,  1.44it/s, loss=0.687, pair=0.012, adv=3.762, sprd=0.023]
Ep 034/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:07,  1.49it/s, loss=0.687, pair=0.012, adv=3.762, sprd=0.023]
Ep 034/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:07,  1.49it/s, loss=0.696, pair=0.024, adv=4.032, sprd=0.022]
Ep 034/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:15,  1.42it/s, loss=0.696, pair=0.024, adv=4.032, sprd=0.022]
Ep 034/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:15,  1.42it/s, loss=0.695, pair=0.010, adv=3.886, sprd=0.025]
Ep 034/60 [S2:+mat]:  17%|▋   | 56/333 [00:38<03:07,  1.48it/s, loss=0.695, pair=0.010, adv=3.886, sprd=0.025]
Ep 034/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:07,  1.48it/s, loss=0.692, pair=0.010, adv=3.805, sprd=0.018]
Ep 034/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:12,  1.43it/s, loss=0.692, pair=0.010, adv=3.805, sprd=0.018]
Ep 034/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:12,  1.43it/s, loss=0.720, pair=0.029, adv=4.045, sprd=0.030]
Ep 034/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:05,  1.48it/s, loss=0.720, pair=0.029, adv=4.045, sprd=0.030]
Ep 034/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:05,  1.48it/s, loss=0.785, pair=0.041, adv=3.414, sprd=0.013]
Ep 034/60 [S2:+mat]:  18%|▋   | 59/333 [00:40<03:07,  1.46it/s, loss=0.785, pair=0.041, adv=3.414, sprd=0.013]
Ep 034/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:07,  1.46it/s, loss=0.698, pair=0.018, adv=4.208, sprd=0.022]
Ep 034/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:00,  1.51it/s, loss=0.698, pair=0.018, adv=4.208, sprd=0.022]
Ep 034/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:00,  1.51it/s, loss=0.700, pair=0.010, adv=3.818, sprd=0.019]
Ep 034/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:18,  1.37it/s, loss=0.700, pair=0.010, adv=3.818, sprd=0.019]
Ep 034/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:18,  1.37it/s, loss=0.676, pair=0.009, adv=3.567, sprd=0.019]
Ep 034/60 [S2:+mat]:  19%|▋   | 62/333 [00:42<03:06,  1.45it/s, loss=0.676, pair=0.009, adv=3.567, sprd=0.019]
Ep 034/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:06,  1.45it/s, loss=0.681, pair=0.002, adv=4.014, sprd=0.020]
Ep 034/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:19,  1.35it/s, loss=0.681, pair=0.002, adv=4.014, sprd=0.020]
Ep 034/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:19,  1.35it/s, loss=0.687, pair=0.000, adv=3.989, sprd=0.022]
Ep 034/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:07,  1.44it/s, loss=0.687, pair=0.000, adv=3.989, sprd=0.022]
Ep 034/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:07,  1.44it/s, loss=0.694, pair=0.001, adv=3.488, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:13,  1.39it/s, loss=0.694, pair=0.001, adv=3.488, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:13,  1.39it/s, loss=0.692, pair=0.015, adv=4.025, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<03:02,  1.46it/s, loss=0.692, pair=0.015, adv=4.025, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<03:02,  1.46it/s, loss=0.787, pair=0.009, adv=4.187, sprd=0.026]
Ep 034/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:04,  1.44it/s, loss=0.787, pair=0.009, adv=4.187, sprd=0.026]
Ep 034/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:04,  1.44it/s, loss=0.711, pair=0.016, adv=4.115, sprd=0.030]
Ep 034/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:58,  1.48it/s, loss=0.711, pair=0.016, adv=4.115, sprd=0.030]
Ep 034/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:58,  1.48it/s, loss=0.732, pair=0.005, adv=3.778, sprd=0.030]
Ep 034/60 [S2:+mat]:  21%|▊   | 69/333 [00:47<03:07,  1.41it/s, loss=0.732, pair=0.005, adv=3.778, sprd=0.030]
Ep 034/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:07,  1.41it/s, loss=0.692, pair=0.007, adv=3.740, sprd=0.022]
Ep 034/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:59,  1.47it/s, loss=0.692, pair=0.007, adv=3.740, sprd=0.022]
Ep 034/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:59,  1.47it/s, loss=0.713, pair=0.005, adv=3.926, sprd=0.025]
Ep 034/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:07,  1.40it/s, loss=0.713, pair=0.005, adv=3.926, sprd=0.025]
Ep 034/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:07,  1.40it/s, loss=0.700, pair=0.006, adv=3.971, sprd=0.026]
Ep 034/60 [S2:+mat]:  22%|▊   | 72/333 [00:49<02:59,  1.45it/s, loss=0.700, pair=0.006, adv=3.971, sprd=0.026]
Ep 034/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:59,  1.45it/s, loss=0.777, pair=0.026, adv=3.755, sprd=0.022]
Ep 034/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:03,  1.41it/s, loss=0.777, pair=0.026, adv=3.755, sprd=0.022]
Ep 034/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:03,  1.41it/s, loss=0.683, pair=0.025, adv=4.045, sprd=0.023]
Ep 034/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:55,  1.48it/s, loss=0.683, pair=0.025, adv=4.045, sprd=0.023]
Ep 034/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:55,  1.48it/s, loss=0.694, pair=0.041, adv=3.710, sprd=0.017]
Ep 034/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:02,  1.41it/s, loss=0.694, pair=0.041, adv=3.710, sprd=0.017]
Ep 034/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:02,  1.41it/s, loss=0.729, pair=0.005, adv=3.907, sprd=0.028]
Ep 034/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:56,  1.46it/s, loss=0.729, pair=0.005, adv=3.907, sprd=0.028]
Ep 034/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:56,  1.46it/s, loss=0.698, pair=0.014, adv=3.649, sprd=0.022]
Ep 034/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<02:59,  1.43it/s, loss=0.698, pair=0.014, adv=3.649, sprd=0.022]
Ep 034/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<02:59,  1.43it/s, loss=0.679, pair=0.013, adv=3.589, sprd=0.019]
Ep 034/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.49it/s, loss=0.679, pair=0.013, adv=3.589, sprd=0.019]
Ep 034/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.49it/s, loss=0.682, pair=0.008, adv=3.553, sprd=0.019]
Ep 034/60 [S2:+mat]:  24%|▉   | 79/333 [00:54<03:00,  1.41it/s, loss=0.682, pair=0.008, adv=3.553, sprd=0.019]
Ep 034/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:00,  1.41it/s, loss=0.690, pair=0.020, adv=3.932, sprd=0.026]
Ep 034/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:50,  1.48it/s, loss=0.690, pair=0.020, adv=3.932, sprd=0.026]
Ep 034/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:50,  1.48it/s, loss=0.690, pair=0.005, adv=3.728, sprd=0.026]
Ep 034/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:58,  1.41it/s, loss=0.690, pair=0.005, adv=3.728, sprd=0.026]
Ep 034/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<02:58,  1.41it/s, loss=0.710, pair=0.008, adv=3.746, sprd=0.030]
Ep 034/60 [S2:+mat]:  25%|▉   | 82/333 [00:56<02:50,  1.47it/s, loss=0.710, pair=0.008, adv=3.746, sprd=0.030]
Ep 034/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:50,  1.47it/s, loss=0.697, pair=0.006, adv=3.905, sprd=0.023]
Ep 034/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<03:04,  1.35it/s, loss=0.697, pair=0.006, adv=3.905, sprd=0.023]
Ep 034/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<03:04,  1.35it/s, loss=0.674, pair=0.018, adv=3.784, sprd=0.019]
Ep 034/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:51,  1.45it/s, loss=0.674, pair=0.018, adv=3.784, sprd=0.019]
Ep 034/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:51,  1.45it/s, loss=0.706, pair=0.006, adv=3.989, sprd=0.027]
Ep 034/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:58,  1.39it/s, loss=0.706, pair=0.006, adv=3.989, sprd=0.027]
Ep 034/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:58,  1.39it/s, loss=0.694, pair=0.001, adv=3.817, sprd=0.025]
Ep 034/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:49,  1.46it/s, loss=0.694, pair=0.001, adv=3.817, sprd=0.025]
Ep 034/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:49,  1.46it/s, loss=0.696, pair=0.017, adv=4.031, sprd=0.023]
Ep 034/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.696, pair=0.017, adv=4.031, sprd=0.023]
Ep 034/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:53,  1.42it/s, loss=0.696, pair=0.023, adv=3.899, sprd=0.026]
Ep 034/60 [S2:+mat]:  26%|█   | 88/333 [01:00<02:44,  1.49it/s, loss=0.696, pair=0.023, adv=3.899, sprd=0.026]
Ep 034/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:44,  1.49it/s, loss=0.680, pair=0.010, adv=3.711, sprd=0.022]
Ep 034/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:53,  1.41it/s, loss=0.680, pair=0.010, adv=3.711, sprd=0.022]
Ep 034/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:53,  1.41it/s, loss=0.682, pair=0.003, adv=3.575, sprd=0.019]
Ep 034/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.48it/s, loss=0.682, pair=0.003, adv=3.575, sprd=0.019]
Ep 034/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:43,  1.48it/s, loss=0.702, pair=0.028, adv=3.695, sprd=0.024]
Ep 034/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:48,  1.43it/s, loss=0.702, pair=0.028, adv=3.695, sprd=0.024]
Ep 034/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:48,  1.43it/s, loss=0.697, pair=0.013, adv=3.746, sprd=0.025]
Ep 034/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:41,  1.50it/s, loss=0.697, pair=0.013, adv=3.746, sprd=0.025]
Ep 034/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:41,  1.50it/s, loss=0.704, pair=0.023, adv=4.028, sprd=0.024]
Ep 034/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:49,  1.42it/s, loss=0.704, pair=0.023, adv=4.028, sprd=0.024]
Ep 034/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:49,  1.42it/s, loss=0.710, pair=0.012, adv=4.025, sprd=0.028]
Ep 034/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:41,  1.48it/s, loss=0.710, pair=0.012, adv=4.025, sprd=0.028]
Ep 034/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:41,  1.48it/s, loss=0.690, pair=0.007, adv=3.732, sprd=0.024]
Ep 034/60 [S2:+mat]:  29%|█▏  | 95/333 [01:05<02:47,  1.42it/s, loss=0.690, pair=0.007, adv=3.732, sprd=0.024]
Ep 034/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:47,  1.42it/s, loss=0.691, pair=0.019, adv=3.721, sprd=0.022]
Ep 034/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:39,  1.49it/s, loss=0.691, pair=0.019, adv=3.721, sprd=0.022]
Ep 034/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:39,  1.49it/s, loss=0.715, pair=0.016, adv=3.962, sprd=0.026]
Ep 034/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:46,  1.41it/s, loss=0.715, pair=0.016, adv=3.962, sprd=0.026]
Ep 034/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:46,  1.41it/s, loss=0.681, pair=0.010, adv=3.656, sprd=0.018]
Ep 034/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:37,  1.49it/s, loss=0.681, pair=0.010, adv=3.656, sprd=0.018]
Ep 034/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.731, pair=0.015, adv=3.873, sprd=0.031]
Ep 034/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:44,  1.42it/s, loss=0.731, pair=0.015, adv=3.873, sprd=0.031]
Ep 034/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:44,  1.42it/s, loss=0.675, pair=0.003, adv=3.814, sprd=0.021]
Ep 034/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:34,  1.51it/s, loss=0.675, pair=0.003, adv=3.814, sprd=0.021]
Ep 034/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:34,  1.51it/s, loss=0.691, pair=0.002, adv=3.394, sprd=0.020]
Ep 034/60 [S2:+mat]:  30%|▉  | 101/333 [01:09<02:38,  1.46it/s, loss=0.691, pair=0.002, adv=3.394, sprd=0.020]
Ep 034/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:38,  1.46it/s, loss=0.678, pair=0.011, adv=3.948, sprd=0.018]
Ep 034/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:31,  1.53it/s, loss=0.678, pair=0.011, adv=3.948, sprd=0.018]
Ep 034/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:31,  1.53it/s, loss=0.710, pair=0.009, adv=3.518, sprd=0.022]
Ep 034/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:37,  1.46it/s, loss=0.710, pair=0.009, adv=3.518, sprd=0.022]
Ep 034/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:37,  1.46it/s, loss=0.680, pair=0.005, adv=3.834, sprd=0.019]
Ep 034/60 [S2:+mat]:  31%|▉  | 104/333 [01:11<02:28,  1.54it/s, loss=0.680, pair=0.005, adv=3.834, sprd=0.019]
Ep 034/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:28,  1.54it/s, loss=0.715, pair=0.016, adv=3.835, sprd=0.029]
Ep 034/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:36,  1.46it/s, loss=0.715, pair=0.016, adv=3.835, sprd=0.029]
Ep 034/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:36,  1.46it/s, loss=0.684, pair=0.014, adv=3.712, sprd=0.022]
Ep 034/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:30,  1.51it/s, loss=0.684, pair=0.014, adv=3.712, sprd=0.022]
Ep 034/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:30,  1.51it/s, loss=0.703, pair=0.014, adv=3.601, sprd=0.021]
Ep 034/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:36,  1.45it/s, loss=0.703, pair=0.014, adv=3.601, sprd=0.021]
Ep 034/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:36,  1.45it/s, loss=0.687, pair=0.018, adv=3.769, sprd=0.024]
Ep 034/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:30,  1.50it/s, loss=0.687, pair=0.018, adv=3.769, sprd=0.024]
Ep 034/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:30,  1.50it/s, loss=0.689, pair=0.019, adv=3.723, sprd=0.019]
Ep 034/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:32,  1.47it/s, loss=0.689, pair=0.019, adv=3.723, sprd=0.019]
Ep 034/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:32,  1.47it/s, loss=0.693, pair=0.010, adv=3.596, sprd=0.025]
Ep 034/60 [S2:+mat]:  33%|▉  | 110/333 [01:15<02:26,  1.52it/s, loss=0.693, pair=0.010, adv=3.596, sprd=0.025]
Ep 034/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:26,  1.52it/s, loss=0.691, pair=0.002, adv=3.619, sprd=0.021]
Ep 034/60 [S2:+mat]:  33%|█  | 111/333 [01:16<02:31,  1.46it/s, loss=0.691, pair=0.002, adv=3.619, sprd=0.021]
Ep 034/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:31,  1.46it/s, loss=0.681, pair=0.011, adv=3.981, sprd=0.022]
Ep 034/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:25,  1.51it/s, loss=0.681, pair=0.011, adv=3.981, sprd=0.022]
Ep 034/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:25,  1.51it/s, loss=0.772, pair=0.035, adv=3.372, sprd=0.020]
Ep 034/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:31,  1.45it/s, loss=0.772, pair=0.035, adv=3.372, sprd=0.020]
Ep 034/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:31,  1.45it/s, loss=0.723, pair=0.092, adv=3.616, sprd=0.023]
Ep 034/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:25,  1.50it/s, loss=0.723, pair=0.092, adv=3.616, sprd=0.023]
Ep 034/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:25,  1.50it/s, loss=0.694, pair=0.019, adv=3.949, sprd=0.021]
Ep 034/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:29,  1.46it/s, loss=0.694, pair=0.019, adv=3.949, sprd=0.021]
Ep 034/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:29,  1.46it/s, loss=0.681, pair=0.025, adv=3.739, sprd=0.023]
Ep 034/60 [S2:+mat]:  35%|█  | 116/333 [01:19<02:22,  1.52it/s, loss=0.681, pair=0.025, adv=3.739, sprd=0.023]
Ep 034/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:22,  1.52it/s, loss=0.770, pair=0.030, adv=3.727, sprd=0.028]
Ep 034/60 [S2:+mat]:  35%|█  | 117/333 [01:20<02:29,  1.45it/s, loss=0.770, pair=0.030, adv=3.727, sprd=0.028]
Ep 034/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:29,  1.45it/s, loss=0.684, pair=0.010, adv=4.052, sprd=0.021]
Ep 034/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:23,  1.50it/s, loss=0.684, pair=0.010, adv=4.052, sprd=0.021]
Ep 034/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:23,  1.50it/s, loss=0.707, pair=0.017, adv=4.061, sprd=0.028]
Ep 034/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:29,  1.43it/s, loss=0.707, pair=0.017, adv=4.061, sprd=0.028]
Ep 034/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:29,  1.43it/s, loss=0.705, pair=0.013, adv=3.779, sprd=0.027]
Ep 034/60 [S2:+mat]:  36%|█  | 120/333 [01:22<02:23,  1.49it/s, loss=0.705, pair=0.013, adv=3.779, sprd=0.027]
Ep 034/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:23,  1.49it/s, loss=0.756, pair=0.013, adv=3.805, sprd=0.033]
Ep 034/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:34,  1.37it/s, loss=0.756, pair=0.013, adv=3.805, sprd=0.033]
Ep 034/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:34,  1.37it/s, loss=0.685, pair=0.013, adv=3.690, sprd=0.019]
Ep 034/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:25,  1.45it/s, loss=0.685, pair=0.013, adv=3.690, sprd=0.019]
Ep 034/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:25,  1.45it/s, loss=0.709, pair=0.014, adv=3.735, sprd=0.024]
Ep 034/60 [S2:+mat]:  37%|█  | 123/333 [01:24<02:30,  1.40it/s, loss=0.709, pair=0.014, adv=3.735, sprd=0.024]
Ep 034/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:30,  1.40it/s, loss=0.663, pair=0.002, adv=4.040, sprd=0.020]
Ep 034/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:21,  1.48it/s, loss=0.663, pair=0.002, adv=4.040, sprd=0.020]
Ep 034/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:21,  1.48it/s, loss=0.704, pair=0.023, adv=3.923, sprd=0.027]
Ep 034/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:31,  1.37it/s, loss=0.704, pair=0.023, adv=3.923, sprd=0.027]
Ep 034/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:31,  1.37it/s, loss=0.647, pair=0.003, adv=3.489, sprd=0.013]
Ep 034/60 [S2:+mat]:  38%|█▏ | 126/333 [01:26<02:20,  1.48it/s, loss=0.647, pair=0.003, adv=3.489, sprd=0.013]
Ep 034/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:20,  1.48it/s, loss=0.717, pair=0.015, adv=3.795, sprd=0.026]
Ep 034/60 [S2:+mat]:  38%|█▏ | 127/333 [01:27<02:26,  1.40it/s, loss=0.717, pair=0.015, adv=3.795, sprd=0.026]
Ep 034/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:26,  1.40it/s, loss=0.666, pair=0.009, adv=3.683, sprd=0.019]
Ep 034/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:18,  1.48it/s, loss=0.666, pair=0.009, adv=3.683, sprd=0.019]
Ep 034/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:18,  1.48it/s, loss=0.711, pair=0.015, adv=3.895, sprd=0.027]
Ep 034/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:24,  1.41it/s, loss=0.711, pair=0.015, adv=3.895, sprd=0.027]
Ep 034/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:24,  1.41it/s, loss=0.704, pair=0.014, adv=3.493, sprd=0.025]
Ep 034/60 [S2:+mat]:  39%|█▏ | 130/333 [01:29<02:18,  1.47it/s, loss=0.704, pair=0.014, adv=3.493, sprd=0.025]
Ep 034/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:18,  1.47it/s, loss=0.721, pair=0.019, adv=3.811, sprd=0.029]
Ep 034/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:22,  1.42it/s, loss=0.721, pair=0.019, adv=3.811, sprd=0.029]
Ep 034/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:22,  1.42it/s, loss=0.686, pair=0.049, adv=3.573, sprd=0.020]
Ep 034/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:14,  1.49it/s, loss=0.686, pair=0.049, adv=3.573, sprd=0.020]
Ep 034/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:14,  1.49it/s, loss=0.695, pair=0.007, adv=3.904, sprd=0.024]
Ep 034/60 [S2:+mat]:  40%|█▏ | 133/333 [01:31<02:21,  1.42it/s, loss=0.695, pair=0.007, adv=3.904, sprd=0.024]
Ep 034/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:21,  1.42it/s, loss=0.723, pair=0.033, adv=3.623, sprd=0.031]
Ep 034/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:16,  1.46it/s, loss=0.723, pair=0.033, adv=3.623, sprd=0.031]
Ep 034/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:16,  1.46it/s, loss=0.685, pair=0.014, adv=3.917, sprd=0.018]
Ep 034/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:22,  1.39it/s, loss=0.685, pair=0.014, adv=3.917, sprd=0.018]
Ep 034/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:22,  1.39it/s, loss=0.679, pair=0.030, adv=3.981, sprd=0.019]
Ep 034/60 [S2:+mat]:  41%|█▏ | 136/333 [01:33<02:12,  1.48it/s, loss=0.679, pair=0.030, adv=3.981, sprd=0.019]
Ep 034/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.48it/s, loss=0.698, pair=0.008, adv=3.457, sprd=0.022]
Ep 034/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:17,  1.42it/s, loss=0.698, pair=0.008, adv=3.457, sprd=0.022]
Ep 034/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:17,  1.42it/s, loss=0.722, pair=0.005, adv=3.716, sprd=0.032]
Ep 034/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:13,  1.46it/s, loss=0.722, pair=0.005, adv=3.716, sprd=0.032]
Ep 034/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:13,  1.46it/s, loss=0.696, pair=0.043, adv=3.762, sprd=0.021]
Ep 034/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:15,  1.43it/s, loss=0.696, pair=0.043, adv=3.762, sprd=0.021]
Ep 034/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:15,  1.43it/s, loss=0.682, pair=0.002, adv=3.505, sprd=0.022]
Ep 034/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:10,  1.48it/s, loss=0.682, pair=0.002, adv=3.505, sprd=0.022]
Ep 034/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:10,  1.48it/s, loss=0.685, pair=0.003, adv=3.378, sprd=0.021]
Ep 034/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:15,  1.42it/s, loss=0.685, pair=0.003, adv=3.378, sprd=0.021]
Ep 034/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:15,  1.42it/s, loss=0.695, pair=0.001, adv=3.738, sprd=0.025]
Ep 034/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:09,  1.47it/s, loss=0.695, pair=0.001, adv=3.738, sprd=0.025]
Ep 034/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:09,  1.47it/s, loss=0.743, pair=0.007, adv=3.788, sprd=0.031]
Ep 034/60 [S2:+mat]:  43%|█▎ | 143/333 [01:38<02:16,  1.40it/s, loss=0.743, pair=0.007, adv=3.788, sprd=0.031]
Ep 034/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:16,  1.40it/s, loss=0.696, pair=0.016, adv=3.549, sprd=0.021]
Ep 034/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:08,  1.47it/s, loss=0.696, pair=0.016, adv=3.549, sprd=0.021]
Ep 034/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:08,  1.47it/s, loss=0.701, pair=0.010, adv=3.664, sprd=0.025]
Ep 034/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:10,  1.44it/s, loss=0.701, pair=0.010, adv=3.664, sprd=0.025]
Ep 034/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:10,  1.44it/s, loss=0.664, pair=0.006, adv=3.636, sprd=0.019]
Ep 034/60 [S2:+mat]:  44%|█▎ | 146/333 [01:40<02:03,  1.51it/s, loss=0.664, pair=0.006, adv=3.636, sprd=0.019]
Ep 034/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:03,  1.51it/s, loss=0.697, pair=0.009, adv=3.752, sprd=0.022]
Ep 034/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:12,  1.40it/s, loss=0.697, pair=0.009, adv=3.752, sprd=0.022]
Ep 034/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:12,  1.40it/s, loss=0.703, pair=0.012, adv=3.733, sprd=0.023]
Ep 034/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:05,  1.47it/s, loss=0.703, pair=0.012, adv=3.733, sprd=0.023]
Ep 034/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:05,  1.47it/s, loss=0.685, pair=0.006, adv=3.785, sprd=0.021]
Ep 034/60 [S2:+mat]:  45%|█▎ | 149/333 [01:42<02:09,  1.42it/s, loss=0.685, pair=0.006, adv=3.785, sprd=0.021]
Ep 034/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:09,  1.42it/s, loss=0.704, pair=0.005, adv=3.723, sprd=0.024]
Ep 034/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:04,  1.46it/s, loss=0.704, pair=0.005, adv=3.723, sprd=0.024]
Ep 034/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:04,  1.46it/s, loss=0.685, pair=0.031, adv=3.766, sprd=0.018]
Ep 034/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:11,  1.39it/s, loss=0.685, pair=0.031, adv=3.766, sprd=0.018]
Ep 034/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:11,  1.39it/s, loss=0.703, pair=0.009, adv=3.502, sprd=0.028]
Ep 034/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:03,  1.46it/s, loss=0.703, pair=0.009, adv=3.502, sprd=0.028]
Ep 034/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:03,  1.46it/s, loss=0.693, pair=0.003, adv=3.707, sprd=0.024]
Ep 034/60 [S2:+mat]:  46%|█▍ | 153/333 [01:45<02:06,  1.42it/s, loss=0.693, pair=0.003, adv=3.707, sprd=0.024]
Ep 034/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:06,  1.42it/s, loss=0.693, pair=0.015, adv=3.559, sprd=0.024]
Ep 034/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<01:59,  1.49it/s, loss=0.693, pair=0.015, adv=3.559, sprd=0.024]
Ep 034/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<01:59,  1.49it/s, loss=0.715, pair=0.007, adv=3.594, sprd=0.028]
Ep 034/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:05,  1.42it/s, loss=0.715, pair=0.007, adv=3.594, sprd=0.028]
Ep 034/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:05,  1.42it/s, loss=0.697, pair=0.018, adv=3.852, sprd=0.024]
Ep 034/60 [S2:+mat]:  47%|█▍ | 156/333 [01:47<02:00,  1.47it/s, loss=0.697, pair=0.018, adv=3.852, sprd=0.024]
Ep 034/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:00,  1.47it/s, loss=0.703, pair=0.004, adv=3.614, sprd=0.023]
Ep 034/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:05,  1.41it/s, loss=0.703, pair=0.004, adv=3.614, sprd=0.023]
Ep 034/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:05,  1.41it/s, loss=0.713, pair=0.004, adv=3.684, sprd=0.027]
Ep 034/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:59,  1.46it/s, loss=0.713, pair=0.004, adv=3.684, sprd=0.027]
Ep 034/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<01:59,  1.46it/s, loss=0.699, pair=0.025, adv=3.481, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 159/333 [01:49<02:03,  1.41it/s, loss=0.699, pair=0.025, adv=3.481, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:03,  1.41it/s, loss=0.678, pair=0.027, adv=3.716, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:56,  1.48it/s, loss=0.678, pair=0.027, adv=3.716, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:56,  1.48it/s, loss=0.694, pair=0.010, adv=3.737, sprd=0.022]
Ep 034/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.43it/s, loss=0.694, pair=0.010, adv=3.737, sprd=0.022]
Ep 034/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:00,  1.43it/s, loss=0.686, pair=0.034, adv=3.362, sprd=0.019]
Ep 034/60 [S2:+mat]:  49%|█▍ | 162/333 [01:51<01:53,  1.50it/s, loss=0.686, pair=0.034, adv=3.362, sprd=0.019]
Ep 034/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:53,  1.50it/s, loss=0.716, pair=0.067, adv=3.766, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 163/333 [01:52<02:01,  1.39it/s, loss=0.716, pair=0.067, adv=3.766, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:01,  1.39it/s, loss=0.696, pair=0.034, adv=3.585, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:54,  1.47it/s, loss=0.696, pair=0.034, adv=3.585, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:54,  1.47it/s, loss=0.705, pair=0.023, adv=3.783, sprd=0.023]
Ep 034/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:58,  1.42it/s, loss=0.705, pair=0.023, adv=3.783, sprd=0.023]
Ep 034/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:58,  1.42it/s, loss=0.678, pair=0.013, adv=3.512, sprd=0.021]
Ep 034/60 [S2:+mat]:  50%|█▍ | 166/333 [01:54<01:51,  1.50it/s, loss=0.678, pair=0.013, adv=3.512, sprd=0.021]
Ep 034/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:51,  1.50it/s, loss=0.740, pair=0.006, adv=3.725, sprd=0.032]
Ep 034/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:57,  1.41it/s, loss=0.740, pair=0.006, adv=3.725, sprd=0.032]
Ep 034/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:57,  1.41it/s, loss=0.688, pair=0.013, adv=3.477, sprd=0.024]
Ep 034/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:52,  1.47it/s, loss=0.688, pair=0.013, adv=3.477, sprd=0.024]
Ep 034/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:52,  1.47it/s, loss=0.699, pair=0.041, adv=3.377, sprd=0.022]
Ep 034/60 [S2:+mat]:  51%|█▌ | 169/333 [01:56<01:54,  1.43it/s, loss=0.699, pair=0.041, adv=3.377, sprd=0.022]
Ep 034/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:54,  1.43it/s, loss=0.706, pair=0.065, adv=3.372, sprd=0.022]
Ep 034/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:48,  1.51it/s, loss=0.706, pair=0.065, adv=3.372, sprd=0.022]
Ep 034/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:48,  1.51it/s, loss=0.779, pair=0.024, adv=3.533, sprd=0.024]
Ep 034/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:51,  1.46it/s, loss=0.779, pair=0.024, adv=3.533, sprd=0.024]
Ep 034/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:51,  1.46it/s, loss=0.668, pair=0.002, adv=3.396, sprd=0.019]
Ep 034/60 [S2:+mat]:  52%|█▌ | 172/333 [01:58<01:46,  1.51it/s, loss=0.668, pair=0.002, adv=3.396, sprd=0.019]
Ep 034/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:46,  1.51it/s, loss=0.678, pair=0.026, adv=3.317, sprd=0.018]
Ep 034/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:51,  1.43it/s, loss=0.678, pair=0.026, adv=3.317, sprd=0.018]
Ep 034/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:51,  1.43it/s, loss=0.688, pair=0.033, adv=3.661, sprd=0.021]
Ep 034/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:45,  1.50it/s, loss=0.688, pair=0.033, adv=3.661, sprd=0.021]
Ep 034/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:45,  1.50it/s, loss=0.724, pair=0.062, adv=3.795, sprd=0.029]
Ep 034/60 [S2:+mat]:  53%|█▌ | 175/333 [02:00<01:50,  1.43it/s, loss=0.724, pair=0.062, adv=3.795, sprd=0.029]
Ep 034/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:50,  1.43it/s, loss=0.713, pair=0.037, adv=3.612, sprd=0.027]
Ep 034/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:45,  1.48it/s, loss=0.713, pair=0.037, adv=3.612, sprd=0.027]
Ep 034/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:45,  1.48it/s, loss=0.690, pair=0.016, adv=3.608, sprd=0.020]
Ep 034/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:54,  1.36it/s, loss=0.690, pair=0.016, adv=3.608, sprd=0.020]
Ep 034/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:54,  1.36it/s, loss=0.684, pair=0.002, adv=3.634, sprd=0.023]
Ep 034/60 [S2:+mat]:  53%|█▌ | 178/333 [02:02<01:47,  1.45it/s, loss=0.684, pair=0.002, adv=3.634, sprd=0.023]
Ep 034/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:47,  1.45it/s, loss=0.705, pair=0.020, adv=3.463, sprd=0.025]
Ep 034/60 [S2:+mat]:  54%|█▌ | 179/333 [02:03<01:54,  1.34it/s, loss=0.705, pair=0.020, adv=3.463, sprd=0.025]
Ep 034/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:54,  1.34it/s, loss=0.709, pair=0.026, adv=3.955, sprd=0.027]
Ep 034/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:47,  1.42it/s, loss=0.709, pair=0.026, adv=3.955, sprd=0.027]
Ep 034/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:47,  1.42it/s, loss=0.693, pair=0.042, adv=3.548, sprd=0.020]
Ep 034/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:49,  1.38it/s, loss=0.693, pair=0.042, adv=3.548, sprd=0.020]
Ep 034/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:49,  1.38it/s, loss=1.131, pair=1.467, adv=3.833, sprd=0.027]
Ep 034/60 [S2:+mat]:  55%|█▋ | 182/333 [02:05<01:43,  1.46it/s, loss=1.131, pair=1.467, adv=3.833, sprd=0.027]
Ep 034/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:43,  1.46it/s, loss=0.715, pair=0.005, adv=3.562, sprd=0.026]
Ep 034/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:48,  1.38it/s, loss=0.715, pair=0.005, adv=3.562, sprd=0.026]
Ep 034/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:48,  1.38it/s, loss=0.694, pair=0.031, adv=3.578, sprd=0.022]
Ep 034/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:41,  1.47it/s, loss=0.694, pair=0.031, adv=3.578, sprd=0.022]
Ep 034/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:41,  1.47it/s, loss=0.705, pair=0.017, adv=3.639, sprd=0.021]
Ep 034/60 [S2:+mat]:  56%|█▋ | 185/333 [02:07<01:43,  1.42it/s, loss=0.705, pair=0.017, adv=3.639, sprd=0.021]
Ep 034/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.42it/s, loss=0.724, pair=0.021, adv=3.678, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:39,  1.47it/s, loss=0.724, pair=0.021, adv=3.678, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:39,  1.47it/s, loss=0.724, pair=0.009, adv=3.949, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:42,  1.42it/s, loss=0.724, pair=0.009, adv=3.949, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:42,  1.42it/s, loss=0.669, pair=0.013, adv=3.287, sprd=0.016]
Ep 034/60 [S2:+mat]:  56%|█▋ | 188/333 [02:09<01:36,  1.50it/s, loss=0.669, pair=0.013, adv=3.287, sprd=0.016]
Ep 034/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:36,  1.50it/s, loss=0.703, pair=0.005, adv=3.551, sprd=0.023]
Ep 034/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:42,  1.40it/s, loss=0.703, pair=0.005, adv=3.551, sprd=0.023]
Ep 034/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:42,  1.40it/s, loss=0.692, pair=0.008, adv=3.835, sprd=0.024]
Ep 034/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:36,  1.48it/s, loss=0.692, pair=0.008, adv=3.835, sprd=0.024]
Ep 034/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:36,  1.48it/s, loss=0.706, pair=0.011, adv=3.915, sprd=0.025]
Ep 034/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:39,  1.43it/s, loss=0.706, pair=0.011, adv=3.915, sprd=0.025]
Ep 034/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:39,  1.43it/s, loss=0.680, pair=0.003, adv=3.794, sprd=0.021]
Ep 034/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:33,  1.51it/s, loss=0.680, pair=0.003, adv=3.794, sprd=0.021]
Ep 034/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:33,  1.51it/s, loss=0.682, pair=0.031, adv=3.722, sprd=0.019]
Ep 034/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:34,  1.48it/s, loss=0.682, pair=0.031, adv=3.722, sprd=0.019]
Ep 034/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:34,  1.48it/s, loss=0.691, pair=0.005, adv=3.457, sprd=0.022]
Ep 034/60 [S2:+mat]:  58%|█▋ | 194/333 [02:13<01:28,  1.57it/s, loss=0.691, pair=0.005, adv=3.457, sprd=0.022]
Ep 034/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:28,  1.57it/s, loss=0.699, pair=0.018, adv=3.809, sprd=0.025]
Ep 034/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:32,  1.49it/s, loss=0.699, pair=0.018, adv=3.809, sprd=0.025]
Ep 034/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:32,  1.49it/s, loss=0.687, pair=0.001, adv=3.740, sprd=0.022]
Ep 034/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:29,  1.53it/s, loss=0.687, pair=0.001, adv=3.740, sprd=0.022]
Ep 034/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:29,  1.53it/s, loss=0.700, pair=0.010, adv=3.456, sprd=0.022]
Ep 034/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:36,  1.41it/s, loss=0.700, pair=0.010, adv=3.456, sprd=0.022]
Ep 034/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:36,  1.41it/s, loss=0.687, pair=0.020, adv=3.740, sprd=0.019]
Ep 034/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:31,  1.48it/s, loss=0.687, pair=0.020, adv=3.740, sprd=0.019]
Ep 034/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:31,  1.48it/s, loss=0.697, pair=0.014, adv=3.672, sprd=0.023]
Ep 034/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:33,  1.43it/s, loss=0.697, pair=0.014, adv=3.672, sprd=0.023]
Ep 034/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:33,  1.43it/s, loss=0.699, pair=0.005, adv=3.410, sprd=0.026]
Ep 034/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:29,  1.49it/s, loss=0.699, pair=0.005, adv=3.410, sprd=0.026]
Ep 034/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:29,  1.49it/s, loss=0.779, pair=0.006, adv=3.611, sprd=0.025]
Ep 034/60 [S2:+mat]:  60%|█▊ | 201/333 [02:18<01:32,  1.43it/s, loss=0.779, pair=0.006, adv=3.611, sprd=0.025]
Ep 034/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:32,  1.43it/s, loss=0.687, pair=0.027, adv=3.578, sprd=0.022]
Ep 034/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:27,  1.50it/s, loss=0.687, pair=0.027, adv=3.578, sprd=0.022]
Ep 034/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:27,  1.50it/s, loss=0.714, pair=0.016, adv=3.897, sprd=0.026]
Ep 034/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:33,  1.39it/s, loss=0.714, pair=0.016, adv=3.897, sprd=0.026]
Ep 034/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:33,  1.39it/s, loss=0.709, pair=0.030, adv=3.719, sprd=0.021]
Ep 034/60 [S2:+mat]:  61%|█▊ | 204/333 [02:20<01:28,  1.47it/s, loss=0.709, pair=0.030, adv=3.719, sprd=0.021]
Ep 034/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.47it/s, loss=0.710, pair=0.001, adv=3.790, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:35,  1.34it/s, loss=0.710, pair=0.001, adv=3.790, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:35,  1.34it/s, loss=0.705, pair=0.006, adv=3.741, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:29,  1.42it/s, loss=0.705, pair=0.006, adv=3.741, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:29,  1.42it/s, loss=0.715, pair=0.009, adv=3.750, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:30,  1.39it/s, loss=0.715, pair=0.009, adv=3.750, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:30,  1.39it/s, loss=0.693, pair=0.013, adv=3.591, sprd=0.024]
Ep 034/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:25,  1.47it/s, loss=0.693, pair=0.013, adv=3.591, sprd=0.024]
Ep 034/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:25,  1.47it/s, loss=0.707, pair=0.021, adv=3.387, sprd=0.024]
Ep 034/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:29,  1.39it/s, loss=0.707, pair=0.021, adv=3.387, sprd=0.024]
Ep 034/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:29,  1.39it/s, loss=0.684, pair=0.005, adv=3.608, sprd=0.022]
Ep 034/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:22,  1.49it/s, loss=0.684, pair=0.005, adv=3.608, sprd=0.022]
Ep 034/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:22,  1.49it/s, loss=0.692, pair=0.007, adv=3.826, sprd=0.020]
Ep 034/60 [S2:+mat]:  63%|█▉ | 211/333 [02:25<01:25,  1.43it/s, loss=0.692, pair=0.007, adv=3.826, sprd=0.020]
Ep 034/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.683, pair=0.022, adv=3.562, sprd=0.021]
Ep 034/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:20,  1.50it/s, loss=0.683, pair=0.022, adv=3.562, sprd=0.021]
Ep 034/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:20,  1.50it/s, loss=0.707, pair=0.008, adv=3.496, sprd=0.026]
Ep 034/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:26,  1.39it/s, loss=0.707, pair=0.008, adv=3.496, sprd=0.026]
Ep 034/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:26,  1.39it/s, loss=0.714, pair=0.027, adv=3.390, sprd=0.028]
Ep 034/60 [S2:+mat]:  64%|█▉ | 214/333 [02:27<01:21,  1.47it/s, loss=0.714, pair=0.027, adv=3.390, sprd=0.028]
Ep 034/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:21,  1.47it/s, loss=0.761, pair=0.009, adv=3.261, sprd=0.021]
Ep 034/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:24,  1.40it/s, loss=0.761, pair=0.009, adv=3.261, sprd=0.021]
Ep 034/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:24,  1.40it/s, loss=0.681, pair=0.031, adv=3.693, sprd=0.021]
Ep 034/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:18,  1.49it/s, loss=0.681, pair=0.031, adv=3.693, sprd=0.021]
Ep 034/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:18,  1.49it/s, loss=0.685, pair=0.027, adv=3.403, sprd=0.021]
Ep 034/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:21,  1.42it/s, loss=0.685, pair=0.027, adv=3.403, sprd=0.021]
Ep 034/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:21,  1.42it/s, loss=0.702, pair=0.018, adv=3.736, sprd=0.027]
Ep 034/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:17,  1.48it/s, loss=0.702, pair=0.018, adv=3.736, sprd=0.027]
Ep 034/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:17,  1.48it/s, loss=0.694, pair=0.011, adv=3.665, sprd=0.021]
Ep 034/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:18,  1.45it/s, loss=0.694, pair=0.011, adv=3.665, sprd=0.021]
Ep 034/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:18,  1.45it/s, loss=0.679, pair=0.019, adv=3.394, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 220/333 [02:31<01:13,  1.53it/s, loss=0.679, pair=0.019, adv=3.394, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:13,  1.53it/s, loss=0.680, pair=0.015, adv=3.376, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:19,  1.40it/s, loss=0.680, pair=0.015, adv=3.376, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:19,  1.40it/s, loss=0.673, pair=0.005, adv=3.898, sprd=0.020]
Ep 034/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:14,  1.48it/s, loss=0.673, pair=0.005, adv=3.898, sprd=0.020]
Ep 034/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:14,  1.48it/s, loss=0.767, pair=0.004, adv=3.939, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:19,  1.38it/s, loss=0.767, pair=0.004, adv=3.939, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:19,  1.38it/s, loss=0.681, pair=0.002, adv=3.812, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:14,  1.46it/s, loss=0.681, pair=0.002, adv=3.812, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:14,  1.46it/s, loss=0.766, pair=0.016, adv=3.963, sprd=0.023]
Ep 034/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:16,  1.41it/s, loss=0.766, pair=0.016, adv=3.963, sprd=0.023]
Ep 034/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:16,  1.41it/s, loss=0.684, pair=0.012, adv=3.806, sprd=0.021]
Ep 034/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:12,  1.48it/s, loss=0.684, pair=0.012, adv=3.806, sprd=0.021]
Ep 034/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:12,  1.48it/s, loss=0.677, pair=0.011, adv=3.728, sprd=0.020]
Ep 034/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:13,  1.44it/s, loss=0.677, pair=0.011, adv=3.728, sprd=0.020]
Ep 034/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:13,  1.44it/s, loss=0.717, pair=0.013, adv=3.724, sprd=0.030]
Ep 034/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:10,  1.49it/s, loss=0.717, pair=0.013, adv=3.724, sprd=0.030]
Ep 034/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:10,  1.49it/s, loss=0.673, pair=0.016, adv=3.736, sprd=0.019]
Ep 034/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:12,  1.44it/s, loss=0.673, pair=0.016, adv=3.736, sprd=0.019]
Ep 034/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:12,  1.44it/s, loss=0.707, pair=0.027, adv=3.918, sprd=0.027]
Ep 034/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:09,  1.49it/s, loss=0.707, pair=0.027, adv=3.918, sprd=0.027]
Ep 034/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:09,  1.49it/s, loss=0.789, pair=0.008, adv=3.786, sprd=0.025]
Ep 034/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:11,  1.42it/s, loss=0.789, pair=0.008, adv=3.786, sprd=0.025]
Ep 034/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:11,  1.42it/s, loss=0.714, pair=0.007, adv=3.719, sprd=0.027]
Ep 034/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:08,  1.47it/s, loss=0.714, pair=0.007, adv=3.719, sprd=0.027]
Ep 034/60 [S2:+mat]:  70%|██ | 232/333 [02:41<01:08,  1.47it/s, loss=0.694, pair=0.005, adv=3.740, sprd=0.024]
Ep 034/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:09,  1.43it/s, loss=0.694, pair=0.005, adv=3.740, sprd=0.024]
Ep 034/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:09,  1.43it/s, loss=0.681, pair=0.012, adv=3.865, sprd=0.019]
Ep 034/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:05,  1.50it/s, loss=0.681, pair=0.012, adv=3.865, sprd=0.019]
Ep 034/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:05,  1.50it/s, loss=0.696, pair=0.013, adv=3.876, sprd=0.024]
Ep 034/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.43it/s, loss=0.696, pair=0.013, adv=3.876, sprd=0.024]
Ep 034/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.43it/s, loss=0.701, pair=0.007, adv=3.572, sprd=0.025]
Ep 034/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:05,  1.49it/s, loss=0.701, pair=0.007, adv=3.572, sprd=0.025]
Ep 034/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.49it/s, loss=0.700, pair=0.014, adv=3.946, sprd=0.022]
Ep 034/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:09,  1.39it/s, loss=0.700, pair=0.014, adv=3.946, sprd=0.022]
Ep 034/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:09,  1.39it/s, loss=0.711, pair=0.001, adv=4.068, sprd=0.026]
Ep 034/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:05,  1.46it/s, loss=0.711, pair=0.001, adv=4.068, sprd=0.026]
Ep 034/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:05,  1.46it/s, loss=0.770, pair=0.003, adv=3.577, sprd=0.021]
Ep 034/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:06,  1.42it/s, loss=0.770, pair=0.003, adv=3.577, sprd=0.021]
Ep 034/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:06,  1.42it/s, loss=0.707, pair=0.003, adv=3.791, sprd=0.029]
Ep 034/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:03,  1.47it/s, loss=0.707, pair=0.003, adv=3.791, sprd=0.029]
Ep 034/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:03,  1.47it/s, loss=0.692, pair=0.009, adv=3.944, sprd=0.024]
Ep 034/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.42it/s, loss=0.692, pair=0.009, adv=3.944, sprd=0.024]
Ep 034/60 [S2:+mat]:  72%|██▏| 241/333 [02:47<01:04,  1.42it/s, loss=0.701, pair=0.005, adv=3.830, sprd=0.026]
Ep 034/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.48it/s, loss=0.701, pair=0.005, adv=3.830, sprd=0.026]
Ep 034/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:01,  1.48it/s, loss=0.698, pair=0.013, adv=3.757, sprd=0.023]
Ep 034/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:02,  1.44it/s, loss=0.698, pair=0.013, adv=3.757, sprd=0.023]
Ep 034/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:02,  1.44it/s, loss=0.723, pair=0.018, adv=3.606, sprd=0.030]
Ep 034/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<00:59,  1.49it/s, loss=0.723, pair=0.018, adv=3.606, sprd=0.030]
Ep 034/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<00:59,  1.49it/s, loss=0.697, pair=0.009, adv=3.787, sprd=0.020]
Ep 034/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:03,  1.38it/s, loss=0.697, pair=0.009, adv=3.787, sprd=0.020]
Ep 034/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:03,  1.38it/s, loss=0.707, pair=0.021, adv=3.914, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:59,  1.45it/s, loss=0.707, pair=0.021, adv=3.914, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:59,  1.45it/s, loss=0.727, pair=0.015, adv=3.797, sprd=0.028]
Ep 034/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:03,  1.36it/s, loss=0.727, pair=0.015, adv=3.797, sprd=0.028]
Ep 034/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:03,  1.36it/s, loss=0.685, pair=0.000, adv=3.597, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:59,  1.44it/s, loss=0.685, pair=0.000, adv=3.597, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 248/333 [02:52<00:59,  1.44it/s, loss=0.714, pair=0.017, adv=3.907, sprd=0.026]
Ep 034/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<01:02,  1.34it/s, loss=0.714, pair=0.017, adv=3.907, sprd=0.026]
Ep 034/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<01:02,  1.34it/s, loss=0.684, pair=0.010, adv=3.472, sprd=0.019]
Ep 034/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:57,  1.44it/s, loss=0.684, pair=0.010, adv=3.472, sprd=0.019]
Ep 034/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:57,  1.44it/s, loss=0.790, pair=0.016, adv=4.006, sprd=0.028]
Ep 034/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:59,  1.39it/s, loss=0.790, pair=0.016, adv=4.006, sprd=0.028]
Ep 034/60 [S2:+mat]:  75%|██▎| 251/333 [02:54<00:59,  1.39it/s, loss=0.679, pair=0.011, adv=3.785, sprd=0.021]
Ep 034/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:55,  1.46it/s, loss=0.679, pair=0.011, adv=3.785, sprd=0.021]
Ep 034/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:55,  1.46it/s, loss=0.665, pair=0.008, adv=3.423, sprd=0.017]
Ep 034/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:56,  1.42it/s, loss=0.665, pair=0.008, adv=3.423, sprd=0.017]
Ep 034/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:56,  1.42it/s, loss=0.684, pair=0.005, adv=3.716, sprd=0.021]
Ep 034/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:52,  1.49it/s, loss=0.684, pair=0.005, adv=3.716, sprd=0.021]
Ep 034/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:52,  1.49it/s, loss=0.767, pair=0.005, adv=3.929, sprd=0.022]
Ep 034/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:54,  1.44it/s, loss=0.767, pair=0.005, adv=3.929, sprd=0.022]
Ep 034/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:54,  1.44it/s, loss=0.664, pair=0.002, adv=3.334, sprd=0.018]
Ep 034/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:50,  1.52it/s, loss=0.664, pair=0.002, adv=3.334, sprd=0.018]
Ep 034/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:50,  1.52it/s, loss=0.688, pair=0.003, adv=3.733, sprd=0.020]
Ep 034/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:53,  1.41it/s, loss=0.688, pair=0.003, adv=3.733, sprd=0.020]
Ep 034/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:53,  1.41it/s, loss=0.680, pair=0.011, adv=3.785, sprd=0.023]
Ep 034/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.48it/s, loss=0.680, pair=0.011, adv=3.785, sprd=0.023]
Ep 034/60 [S2:+mat]:  77%|██▎| 258/333 [02:59<00:50,  1.48it/s, loss=0.726, pair=0.014, adv=3.715, sprd=0.026]
Ep 034/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.42it/s, loss=0.726, pair=0.014, adv=3.715, sprd=0.026]
Ep 034/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:52,  1.42it/s, loss=0.696, pair=0.011, adv=3.570, sprd=0.023]
Ep 034/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:49,  1.48it/s, loss=0.696, pair=0.011, adv=3.570, sprd=0.023]
Ep 034/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:49,  1.48it/s, loss=1.021, pair=0.028, adv=3.798, sprd=0.028]
Ep 034/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:52,  1.38it/s, loss=1.021, pair=0.028, adv=3.798, sprd=0.028]
Ep 034/60 [S2:+mat]:  78%|██▎| 261/333 [03:01<00:52,  1.38it/s, loss=0.698, pair=0.024, adv=3.559, sprd=0.027]
Ep 034/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.45it/s, loss=0.698, pair=0.024, adv=3.559, sprd=0.027]
Ep 034/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.45it/s, loss=0.729, pair=0.056, adv=3.655, sprd=0.028]
Ep 034/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:50,  1.39it/s, loss=0.729, pair=0.056, adv=3.655, sprd=0.028]
Ep 034/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:50,  1.39it/s, loss=0.697, pair=0.021, adv=3.877, sprd=0.024]
Ep 034/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:47,  1.45it/s, loss=0.697, pair=0.021, adv=3.877, sprd=0.024]
Ep 034/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:47,  1.45it/s, loss=0.713, pair=0.053, adv=3.814, sprd=0.023]
Ep 034/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:50,  1.35it/s, loss=0.713, pair=0.053, adv=3.814, sprd=0.023]
Ep 034/60 [S2:+mat]:  80%|██▍| 265/333 [03:04<00:50,  1.35it/s, loss=0.695, pair=0.014, adv=3.697, sprd=0.027]
Ep 034/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:46,  1.43it/s, loss=0.695, pair=0.014, adv=3.697, sprd=0.027]
Ep 034/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:46,  1.43it/s, loss=0.708, pair=0.026, adv=3.851, sprd=0.024]
Ep 034/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:47,  1.39it/s, loss=0.708, pair=0.026, adv=3.851, sprd=0.024]
Ep 034/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:47,  1.39it/s, loss=0.694, pair=0.003, adv=3.888, sprd=0.026]
Ep 034/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:44,  1.45it/s, loss=0.694, pair=0.003, adv=3.888, sprd=0.026]
Ep 034/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:44,  1.45it/s, loss=0.723, pair=0.020, adv=3.863, sprd=0.025]
Ep 034/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:45,  1.40it/s, loss=0.723, pair=0.020, adv=3.863, sprd=0.025]
Ep 034/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:45,  1.40it/s, loss=0.694, pair=0.007, adv=3.782, sprd=0.023]
Ep 034/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:42,  1.47it/s, loss=0.694, pair=0.007, adv=3.782, sprd=0.023]
Ep 034/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:42,  1.47it/s, loss=0.706, pair=0.009, adv=3.869, sprd=0.029]
Ep 034/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:43,  1.43it/s, loss=0.706, pair=0.009, adv=3.869, sprd=0.029]
Ep 034/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:43,  1.43it/s, loss=0.699, pair=0.022, adv=4.049, sprd=0.023]
Ep 034/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:40,  1.50it/s, loss=0.699, pair=0.022, adv=4.049, sprd=0.023]
Ep 034/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:40,  1.50it/s, loss=0.676, pair=0.015, adv=3.719, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:41,  1.45it/s, loss=0.676, pair=0.015, adv=3.719, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:41,  1.45it/s, loss=0.680, pair=0.009, adv=3.505, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:39,  1.50it/s, loss=0.680, pair=0.009, adv=3.505, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:39,  1.50it/s, loss=0.699, pair=0.010, adv=3.663, sprd=0.024]
Ep 034/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.44it/s, loss=0.699, pair=0.010, adv=3.663, sprd=0.024]
Ep 034/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:40,  1.44it/s, loss=0.678, pair=0.014, adv=3.567, sprd=0.022]
Ep 034/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:38,  1.49it/s, loss=0.678, pair=0.014, adv=3.567, sprd=0.022]
Ep 034/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:38,  1.49it/s, loss=0.710, pair=0.008, adv=3.532, sprd=0.024]
Ep 034/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:38,  1.45it/s, loss=0.710, pair=0.008, adv=3.532, sprd=0.024]
Ep 034/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:38,  1.45it/s, loss=0.702, pair=0.010, adv=3.834, sprd=0.029]
Ep 034/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:36,  1.50it/s, loss=0.702, pair=0.010, adv=3.834, sprd=0.029]
Ep 034/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:36,  1.50it/s, loss=0.708, pair=0.011, adv=3.523, sprd=0.029]
Ep 034/60 [S2:+mat]:  84%|██▌| 279/333 [03:12<00:37,  1.44it/s, loss=0.708, pair=0.011, adv=3.523, sprd=0.029]
Ep 034/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:37,  1.44it/s, loss=0.671, pair=0.007, adv=3.453, sprd=0.019]
Ep 034/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:34,  1.52it/s, loss=0.671, pair=0.007, adv=3.453, sprd=0.019]
Ep 034/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:34,  1.52it/s, loss=0.716, pair=0.031, adv=3.876, sprd=0.023]
Ep 034/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.41it/s, loss=0.716, pair=0.031, adv=3.876, sprd=0.023]
Ep 034/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.41it/s, loss=0.688, pair=0.044, adv=3.720, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 282/333 [03:14<00:34,  1.48it/s, loss=0.688, pair=0.044, adv=3.720, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.48it/s, loss=0.686, pair=0.020, adv=3.655, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:35,  1.42it/s, loss=0.686, pair=0.020, adv=3.655, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:35,  1.42it/s, loss=0.688, pair=0.019, adv=3.869, sprd=0.022]
Ep 034/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:32,  1.49it/s, loss=0.688, pair=0.019, adv=3.869, sprd=0.022]
Ep 034/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:32,  1.49it/s, loss=0.695, pair=0.015, adv=3.899, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.42it/s, loss=0.695, pair=0.015, adv=3.899, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.42it/s, loss=0.692, pair=0.019, adv=3.574, sprd=0.023]
Ep 034/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.49it/s, loss=0.692, pair=0.019, adv=3.574, sprd=0.023]
Ep 034/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.49it/s, loss=0.769, pair=0.010, adv=3.700, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:31,  1.44it/s, loss=0.769, pair=0.010, adv=3.700, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:31,  1.44it/s, loss=0.701, pair=0.016, adv=3.509, sprd=0.023]
Ep 034/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.50it/s, loss=0.701, pair=0.016, adv=3.509, sprd=0.023]
Ep 034/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:30,  1.50it/s, loss=0.744, pair=0.002, adv=3.611, sprd=0.017]
Ep 034/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:30,  1.46it/s, loss=0.744, pair=0.002, adv=3.611, sprd=0.017]
Ep 034/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:30,  1.46it/s, loss=0.662, pair=0.004, adv=3.551, sprd=0.016]
Ep 034/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:28,  1.53it/s, loss=0.662, pair=0.004, adv=3.551, sprd=0.016]
Ep 034/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:28,  1.53it/s, loss=0.703, pair=0.006, adv=3.484, sprd=0.024]
Ep 034/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:28,  1.46it/s, loss=0.703, pair=0.006, adv=3.484, sprd=0.024]
Ep 034/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:28,  1.46it/s, loss=0.679, pair=0.003, adv=3.481, sprd=0.022]
Ep 034/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:26,  1.53it/s, loss=0.679, pair=0.003, adv=3.481, sprd=0.022]
Ep 034/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:26,  1.53it/s, loss=0.713, pair=0.005, adv=3.944, sprd=0.025]
Ep 034/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.45it/s, loss=0.713, pair=0.005, adv=3.944, sprd=0.025]
Ep 034/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.45it/s, loss=0.698, pair=0.010, adv=3.891, sprd=0.027]
Ep 034/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.51it/s, loss=0.698, pair=0.010, adv=3.891, sprd=0.027]
Ep 034/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.51it/s, loss=0.685, pair=0.004, adv=3.562, sprd=0.025]
Ep 034/60 [S2:+mat]:  89%|██▋| 295/333 [03:23<00:26,  1.43it/s, loss=0.685, pair=0.004, adv=3.562, sprd=0.025]
Ep 034/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.43it/s, loss=0.682, pair=0.001, adv=3.319, sprd=0.020]
Ep 034/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:24,  1.51it/s, loss=0.682, pair=0.001, adv=3.319, sprd=0.020]
Ep 034/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:24,  1.51it/s, loss=0.718, pair=0.004, adv=3.969, sprd=0.030]
Ep 034/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.43it/s, loss=0.718, pair=0.004, adv=3.969, sprd=0.030]
Ep 034/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.43it/s, loss=0.699, pair=0.006, adv=3.773, sprd=0.027]
Ep 034/60 [S2:+mat]:  89%|██▋| 298/333 [03:25<00:23,  1.49it/s, loss=0.699, pair=0.006, adv=3.773, sprd=0.027]
Ep 034/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.49it/s, loss=0.698, pair=0.003, adv=3.862, sprd=0.022]
Ep 034/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:24,  1.38it/s, loss=0.698, pair=0.003, adv=3.862, sprd=0.022]
Ep 034/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:24,  1.38it/s, loss=0.706, pair=0.013, adv=3.863, sprd=0.027]
Ep 034/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.45it/s, loss=0.706, pair=0.013, adv=3.863, sprd=0.027]
Ep 034/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.45it/s, loss=0.719, pair=0.012, adv=4.020, sprd=0.027]
Ep 034/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:23,  1.39it/s, loss=0.719, pair=0.012, adv=4.020, sprd=0.027]
Ep 034/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:23,  1.39it/s, loss=0.670, pair=0.011, adv=3.477, sprd=0.020]
Ep 034/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:21,  1.47it/s, loss=0.670, pair=0.011, adv=3.477, sprd=0.020]
Ep 034/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:21,  1.47it/s, loss=0.729, pair=0.008, adv=3.808, sprd=0.029]
Ep 034/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.40it/s, loss=0.729, pair=0.008, adv=3.808, sprd=0.029]
Ep 034/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:21,  1.40it/s, loss=0.689, pair=0.011, adv=3.657, sprd=0.023]
Ep 034/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.47it/s, loss=0.689, pair=0.011, adv=3.657, sprd=0.023]
Ep 034/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:19,  1.47it/s, loss=0.672, pair=0.008, adv=3.506, sprd=0.017]
Ep 034/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.44it/s, loss=0.672, pair=0.008, adv=3.506, sprd=0.017]
Ep 034/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.44it/s, loss=0.686, pair=0.015, adv=3.432, sprd=0.020]
Ep 034/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.50it/s, loss=0.686, pair=0.015, adv=3.432, sprd=0.020]
Ep 034/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.50it/s, loss=0.714, pair=0.008, adv=3.719, sprd=0.024]
Ep 034/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.44it/s, loss=0.714, pair=0.008, adv=3.719, sprd=0.024]
Ep 034/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.44it/s, loss=0.678, pair=0.011, adv=3.443, sprd=0.019]
Ep 034/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.50it/s, loss=0.678, pair=0.011, adv=3.443, sprd=0.019]
Ep 034/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.50it/s, loss=0.706, pair=0.002, adv=3.704, sprd=0.027]
Ep 034/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:17,  1.41it/s, loss=0.706, pair=0.002, adv=3.704, sprd=0.027]
Ep 034/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:17,  1.41it/s, loss=0.687, pair=0.005, adv=3.788, sprd=0.025]
Ep 034/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.47it/s, loss=0.687, pair=0.005, adv=3.788, sprd=0.025]
Ep 034/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.47it/s, loss=0.757, pair=0.007, adv=3.587, sprd=0.021]
Ep 034/60 [S2:+mat]:  93%|██▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.757, pair=0.007, adv=3.587, sprd=0.021]
Ep 034/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.44it/s, loss=0.690, pair=0.003, adv=3.684, sprd=0.025]
Ep 034/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.690, pair=0.003, adv=3.684, sprd=0.025]
Ep 034/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:13,  1.51it/s, loss=0.693, pair=0.008, adv=3.421, sprd=0.023]
Ep 034/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.43it/s, loss=0.693, pair=0.008, adv=3.421, sprd=0.023]
Ep 034/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.43it/s, loss=0.680, pair=0.002, adv=3.388, sprd=0.020]
Ep 034/60 [S2:+mat]:  94%|██▊| 314/333 [03:36<00:12,  1.50it/s, loss=0.680, pair=0.002, adv=3.388, sprd=0.020]
Ep 034/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.50it/s, loss=0.690, pair=0.004, adv=3.955, sprd=0.024]
Ep 034/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.43it/s, loss=0.690, pair=0.004, adv=3.955, sprd=0.024]
Ep 034/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.43it/s, loss=0.675, pair=0.011, adv=3.659, sprd=0.021]
Ep 034/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.50it/s, loss=0.675, pair=0.011, adv=3.659, sprd=0.021]
Ep 034/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.50it/s, loss=0.665, pair=0.003, adv=3.637, sprd=0.016]
Ep 034/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.40it/s, loss=0.665, pair=0.003, adv=3.637, sprd=0.016]
Ep 034/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.40it/s, loss=0.714, pair=0.013, adv=3.771, sprd=0.030]
Ep 034/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.46it/s, loss=0.714, pair=0.013, adv=3.771, sprd=0.030]
Ep 034/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.46it/s, loss=0.702, pair=0.033, adv=3.735, sprd=0.021]
Ep 034/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.41it/s, loss=0.702, pair=0.033, adv=3.735, sprd=0.021]
Ep 034/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.41it/s, loss=0.709, pair=0.027, adv=4.012, sprd=0.028]
Ep 034/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.709, pair=0.027, adv=4.012, sprd=0.028]
Ep 034/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.681, pair=0.002, adv=3.658, sprd=0.019]
Ep 034/60 [S2:+mat]:  96%|██▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.681, pair=0.002, adv=3.658, sprd=0.019]
Ep 034/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.685, pair=0.017, adv=3.665, sprd=0.023]
Ep 034/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.685, pair=0.017, adv=3.665, sprd=0.023]
Ep 034/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.50it/s, loss=0.709, pair=0.018, adv=3.824, sprd=0.025]
Ep 034/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.41it/s, loss=0.709, pair=0.018, adv=3.824, sprd=0.025]
Ep 034/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.41it/s, loss=0.693, pair=0.010, adv=3.776, sprd=0.025]
Ep 034/60 [S2:+mat]:  97%|██▉| 324/333 [03:43<00:06,  1.47it/s, loss=0.693, pair=0.010, adv=3.776, sprd=0.025]
Ep 034/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.700, pair=0.010, adv=3.987, sprd=0.025]
Ep 034/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.40it/s, loss=0.700, pair=0.010, adv=3.987, sprd=0.025]
Ep 034/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.40it/s, loss=0.696, pair=0.007, adv=3.739, sprd=0.025]
Ep 034/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.47it/s, loss=0.696, pair=0.007, adv=3.739, sprd=0.025]
Ep 034/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.47it/s, loss=0.686, pair=0.013, adv=3.484, sprd=0.023]
Ep 034/60 [S2:+mat]:  98%|██▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.686, pair=0.013, adv=3.484, sprd=0.023]
Ep 034/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.701, pair=0.016, adv=3.735, sprd=0.027]
Ep 034/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.701, pair=0.016, adv=3.735, sprd=0.027]
Ep 034/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.757, pair=0.009, adv=3.601, sprd=0.020]
Ep 034/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.757, pair=0.009, adv=3.601, sprd=0.020]
Ep 034/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.688, pair=0.005, adv=3.944, sprd=0.025]
Ep 034/60 [S2:+mat]:  99%|██▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.688, pair=0.005, adv=3.944, sprd=0.025]
Ep 034/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.695, pair=0.013, adv=3.383, sprd=0.021]
Ep 034/60 [S2:+mat]:  99%|██▉| 331/333 [03:48<00:01,  1.41it/s, loss=0.695, pair=0.013, adv=3.383, sprd=0.021]
Ep 034/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.41it/s, loss=0.693, pair=0.015, adv=3.590, sprd=0.024]
Ep 034/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.693, pair=0.015, adv=3.590, sprd=0.024]
Ep 034/60 [S2:+mat]: 100%|██▉| 332/333 [03:50<00:00,  1.49it/s, loss=0.715, pair=0.002, adv=3.771, sprd=0.025]
Ep 034/60 [S2:+mat]: 100%|███| 333/333 [03:50<00:00,  1.40it/s, loss=0.715, pair=0.002, adv=3.771, sprd=0.025]
                                                                                                              
Epoch 034/60 [S2:+mat]  loss=0.7031  mat=0.2364  sens=1.0280  pair=0.0184  adv=3.7298(rand=3.37)  deg=0.0155  orth=0.0036  spread=0.0234  q_mean=49.5  q_std=14.5  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.51e-05  230s

Ep 035/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 035/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.693, pair=0.010, adv=3.584, sprd=0.024]
Ep 035/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:23,  1.15s/it, loss=0.693, pair=0.010, adv=3.584, sprd=0.024]
Ep 035/60 [S2:+mat]:   0%|     | 1/333 [00:01<06:23,  1.15s/it, loss=0.687, pair=0.004, adv=3.519, sprd=0.023]
Ep 035/60 [S2:+mat]:   1%|     | 2/333 [00:01<04:34,  1.20it/s, loss=0.687, pair=0.004, adv=3.519, sprd=0.023]
Ep 035/60 [S2:+mat]:   1%|     | 2/333 [00:02<04:34,  1.20it/s, loss=0.679, pair=0.005, adv=3.627, sprd=0.019]
Ep 035/60 [S2:+mat]:   1%|     | 3/333 [00:02<04:19,  1.27it/s, loss=0.679, pair=0.005, adv=3.627, sprd=0.019]
Ep 035/60 [S2:+mat]:   1%|     | 3/333 [00:03<04:19,  1.27it/s, loss=0.705, pair=0.045, adv=3.669, sprd=0.025]
Ep 035/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:55,  1.39it/s, loss=0.705, pair=0.045, adv=3.669, sprd=0.025]
Ep 035/60 [S2:+mat]:   1%|     | 4/333 [00:03<03:55,  1.39it/s, loss=0.670, pair=0.027, adv=3.550, sprd=0.017]
Ep 035/60 [S2:+mat]:   2%|     | 5/333 [00:03<04:02,  1.35it/s, loss=0.670, pair=0.027, adv=3.550, sprd=0.017]
Ep 035/60 [S2:+mat]:   2%|     | 5/333 [00:04<04:02,  1.35it/s, loss=0.705, pair=0.031, adv=3.783, sprd=0.025]
Ep 035/60 [S2:+mat]:   2%|     | 6/333 [00:04<03:48,  1.43it/s, loss=0.705, pair=0.031, adv=3.783, sprd=0.025]
Ep 035/60 [S2:+mat]:   2%|     | 6/333 [00:05<03:48,  1.43it/s, loss=0.722, pair=0.010, adv=3.786, sprd=0.029]
Ep 035/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:54,  1.39it/s, loss=0.722, pair=0.010, adv=3.786, sprd=0.029]
Ep 035/60 [S2:+mat]:   2%|     | 7/333 [00:05<03:54,  1.39it/s, loss=0.702, pair=0.006, adv=3.721, sprd=0.028]
Ep 035/60 [S2:+mat]:   2%|     | 8/333 [00:05<03:43,  1.45it/s, loss=0.702, pair=0.006, adv=3.721, sprd=0.028]
Ep 035/60 [S2:+mat]:   2%|     | 8/333 [00:06<03:43,  1.45it/s, loss=0.726, pair=0.004, adv=4.194, sprd=0.033]
Ep 035/60 [S2:+mat]:   3%|▏    | 9/333 [00:06<03:52,  1.40it/s, loss=0.726, pair=0.004, adv=4.194, sprd=0.033]
Ep 035/60 [S2:+mat]:   3%|▏    | 9/333 [00:07<03:52,  1.40it/s, loss=0.705, pair=0.052, adv=3.583, sprd=0.023]
Ep 035/60 [S2:+mat]:   3%|    | 10/333 [00:07<03:38,  1.48it/s, loss=0.705, pair=0.052, adv=3.583, sprd=0.023]
Ep 035/60 [S2:+mat]:   3%|    | 10/333 [00:08<03:38,  1.48it/s, loss=0.705, pair=0.023, adv=3.744, sprd=0.022]
Ep 035/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:47,  1.41it/s, loss=0.705, pair=0.023, adv=3.744, sprd=0.022]
Ep 035/60 [S2:+mat]:   3%|▏   | 11/333 [00:08<03:47,  1.41it/s, loss=0.684, pair=0.012, adv=3.969, sprd=0.023]
Ep 035/60 [S2:+mat]:   4%|▏   | 12/333 [00:08<03:37,  1.47it/s, loss=0.684, pair=0.012, adv=3.969, sprd=0.023]
Ep 035/60 [S2:+mat]:   4%|▏   | 12/333 [00:09<03:37,  1.47it/s, loss=0.677, pair=0.018, adv=3.407, sprd=0.018]
Ep 035/60 [S2:+mat]:   4%|▏   | 13/333 [00:09<03:45,  1.42it/s, loss=0.677, pair=0.018, adv=3.407, sprd=0.018]
Ep 035/60 [S2:+mat]:   4%|▏   | 13/333 [00:10<03:45,  1.42it/s, loss=0.703, pair=0.000, adv=3.981, sprd=0.029]
Ep 035/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:36,  1.47it/s, loss=0.703, pair=0.000, adv=3.981, sprd=0.029]
Ep 035/60 [S2:+mat]:   4%|▏   | 14/333 [00:10<03:36,  1.47it/s, loss=0.765, pair=0.013, adv=3.771, sprd=0.021]
Ep 035/60 [S2:+mat]:   5%|▏   | 15/333 [00:10<03:44,  1.42it/s, loss=0.765, pair=0.013, adv=3.771, sprd=0.021]
Ep 035/60 [S2:+mat]:   5%|▏   | 15/333 [00:11<03:44,  1.42it/s, loss=0.729, pair=0.021, adv=3.782, sprd=0.031]
Ep 035/60 [S2:+mat]:   5%|▏   | 16/333 [00:11<03:37,  1.46it/s, loss=0.729, pair=0.021, adv=3.782, sprd=0.031]
Ep 035/60 [S2:+mat]:   5%|▏   | 16/333 [00:12<03:37,  1.46it/s, loss=0.721, pair=0.027, adv=3.769, sprd=0.025]
Ep 035/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:48,  1.38it/s, loss=0.721, pair=0.027, adv=3.769, sprd=0.025]
Ep 035/60 [S2:+mat]:   5%|▏   | 17/333 [00:12<03:48,  1.38it/s, loss=0.668, pair=0.011, adv=3.995, sprd=0.019]
Ep 035/60 [S2:+mat]:   5%|▏   | 18/333 [00:12<03:35,  1.46it/s, loss=0.668, pair=0.011, adv=3.995, sprd=0.019]
Ep 035/60 [S2:+mat]:   5%|▏   | 18/333 [00:13<03:35,  1.46it/s, loss=0.679, pair=0.009, adv=3.999, sprd=0.020]
Ep 035/60 [S2:+mat]:   6%|▏   | 19/333 [00:13<03:43,  1.41it/s, loss=0.679, pair=0.009, adv=3.999, sprd=0.020]
Ep 035/60 [S2:+mat]:   6%|▏   | 19/333 [00:14<03:43,  1.41it/s, loss=0.714, pair=0.018, adv=3.830, sprd=0.024]
Ep 035/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:32,  1.47it/s, loss=0.714, pair=0.018, adv=3.830, sprd=0.024]
Ep 035/60 [S2:+mat]:   6%|▏   | 20/333 [00:14<03:32,  1.47it/s, loss=0.703, pair=0.063, adv=3.552, sprd=0.021]
Ep 035/60 [S2:+mat]:   6%|▎   | 21/333 [00:14<03:36,  1.44it/s, loss=0.703, pair=0.063, adv=3.552, sprd=0.021]
Ep 035/60 [S2:+mat]:   6%|▎   | 21/333 [00:15<03:36,  1.44it/s, loss=0.700, pair=0.033, adv=3.629, sprd=0.025]
Ep 035/60 [S2:+mat]:   7%|▎   | 22/333 [00:15<03:28,  1.49it/s, loss=0.700, pair=0.033, adv=3.629, sprd=0.025]
Ep 035/60 [S2:+mat]:   7%|▎   | 22/333 [00:16<03:28,  1.49it/s, loss=0.700, pair=0.066, adv=3.431, sprd=0.020]
Ep 035/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:37,  1.43it/s, loss=0.700, pair=0.066, adv=3.431, sprd=0.020]
Ep 035/60 [S2:+mat]:   7%|▎   | 23/333 [00:16<03:37,  1.43it/s, loss=0.681, pair=0.006, adv=3.749, sprd=0.024]
Ep 035/60 [S2:+mat]:   7%|▎   | 24/333 [00:16<03:26,  1.49it/s, loss=0.681, pair=0.006, adv=3.749, sprd=0.024]
Ep 035/60 [S2:+mat]:   7%|▎   | 24/333 [00:17<03:26,  1.49it/s, loss=0.690, pair=0.005, adv=3.647, sprd=0.024]
Ep 035/60 [S2:+mat]:   8%|▎   | 25/333 [00:17<03:33,  1.45it/s, loss=0.690, pair=0.005, adv=3.647, sprd=0.024]
Ep 035/60 [S2:+mat]:   8%|▎   | 25/333 [00:18<03:33,  1.45it/s, loss=0.667, pair=0.011, adv=3.429, sprd=0.018]
Ep 035/60 [S2:+mat]:   8%|▎   | 26/333 [00:18<03:21,  1.52it/s, loss=0.667, pair=0.011, adv=3.429, sprd=0.018]
Ep 035/60 [S2:+mat]:   8%|▎   | 26/333 [00:19<03:21,  1.52it/s, loss=0.690, pair=0.004, adv=3.879, sprd=0.020]
Ep 035/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:32,  1.44it/s, loss=0.690, pair=0.004, adv=3.879, sprd=0.020]
Ep 035/60 [S2:+mat]:   8%|▎   | 27/333 [00:19<03:32,  1.44it/s, loss=0.687, pair=0.017, adv=3.654, sprd=0.024]
Ep 035/60 [S2:+mat]:   8%|▎   | 28/333 [00:19<03:22,  1.51it/s, loss=0.687, pair=0.017, adv=3.654, sprd=0.024]
Ep 035/60 [S2:+mat]:   8%|▎   | 28/333 [00:20<03:22,  1.51it/s, loss=0.680, pair=0.010, adv=3.893, sprd=0.018]
Ep 035/60 [S2:+mat]:   9%|▎   | 29/333 [00:20<03:33,  1.43it/s, loss=0.680, pair=0.010, adv=3.893, sprd=0.018]
Ep 035/60 [S2:+mat]:   9%|▎   | 29/333 [00:21<03:33,  1.43it/s, loss=0.688, pair=0.004, adv=3.860, sprd=0.023]
Ep 035/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:24,  1.48it/s, loss=0.688, pair=0.004, adv=3.860, sprd=0.023]
Ep 035/60 [S2:+mat]:   9%|▎   | 30/333 [00:21<03:24,  1.48it/s, loss=0.718, pair=0.007, adv=3.566, sprd=0.026]
Ep 035/60 [S2:+mat]:   9%|▎   | 31/333 [00:21<03:32,  1.42it/s, loss=0.718, pair=0.007, adv=3.566, sprd=0.026]
Ep 035/60 [S2:+mat]:   9%|▎   | 31/333 [00:22<03:32,  1.42it/s, loss=0.685, pair=0.010, adv=3.646, sprd=0.022]
Ep 035/60 [S2:+mat]:  10%|▍   | 32/333 [00:22<03:21,  1.49it/s, loss=0.685, pair=0.010, adv=3.646, sprd=0.022]
Ep 035/60 [S2:+mat]:  10%|▍   | 32/333 [00:23<03:21,  1.49it/s, loss=0.709, pair=0.006, adv=3.812, sprd=0.026]
Ep 035/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:39,  1.37it/s, loss=0.709, pair=0.006, adv=3.812, sprd=0.026]
Ep 035/60 [S2:+mat]:  10%|▍   | 33/333 [00:23<03:39,  1.37it/s, loss=0.685, pair=0.005, adv=3.457, sprd=0.023]
Ep 035/60 [S2:+mat]:  10%|▍   | 34/333 [00:23<03:26,  1.45it/s, loss=0.685, pair=0.005, adv=3.457, sprd=0.023]
Ep 035/60 [S2:+mat]:  10%|▍   | 34/333 [00:24<03:26,  1.45it/s, loss=0.761, pair=0.038, adv=3.357, sprd=0.018]
Ep 035/60 [S2:+mat]:  11%|▍   | 35/333 [00:24<03:31,  1.41it/s, loss=0.761, pair=0.038, adv=3.357, sprd=0.018]
Ep 035/60 [S2:+mat]:  11%|▍   | 35/333 [00:25<03:31,  1.41it/s, loss=0.701, pair=0.012, adv=3.813, sprd=0.026]
Ep 035/60 [S2:+mat]:  11%|▍   | 36/333 [00:25<03:23,  1.46it/s, loss=0.701, pair=0.012, adv=3.813, sprd=0.026]
Ep 035/60 [S2:+mat]:  11%|▍   | 36/333 [00:26<03:23,  1.46it/s, loss=0.704, pair=0.009, adv=3.667, sprd=0.023]
Ep 035/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:30,  1.41it/s, loss=0.704, pair=0.009, adv=3.667, sprd=0.023]
Ep 035/60 [S2:+mat]:  11%|▍   | 37/333 [00:26<03:30,  1.41it/s, loss=0.716, pair=0.012, adv=3.720, sprd=0.029]
Ep 035/60 [S2:+mat]:  11%|▍   | 38/333 [00:26<03:21,  1.46it/s, loss=0.716, pair=0.012, adv=3.720, sprd=0.029]
Ep 035/60 [S2:+mat]:  11%|▍   | 38/333 [00:27<03:21,  1.46it/s, loss=0.687, pair=0.009, adv=3.700, sprd=0.024]
Ep 035/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:27,  1.41it/s, loss=0.687, pair=0.009, adv=3.700, sprd=0.024]
Ep 035/60 [S2:+mat]:  12%|▍   | 39/333 [00:27<03:27,  1.41it/s, loss=0.714, pair=0.033, adv=3.711, sprd=0.026]
Ep 035/60 [S2:+mat]:  12%|▍   | 40/333 [00:27<03:16,  1.49it/s, loss=0.714, pair=0.033, adv=3.711, sprd=0.026]
Ep 035/60 [S2:+mat]:  12%|▍   | 40/333 [00:28<03:16,  1.49it/s, loss=0.682, pair=0.001, adv=3.583, sprd=0.021]
Ep 035/60 [S2:+mat]:  12%|▍   | 41/333 [00:28<03:21,  1.45it/s, loss=0.682, pair=0.001, adv=3.583, sprd=0.021]
Ep 035/60 [S2:+mat]:  12%|▍   | 41/333 [00:29<03:21,  1.45it/s, loss=0.701, pair=0.006, adv=3.699, sprd=0.029]
Ep 035/60 [S2:+mat]:  13%|▌   | 42/333 [00:29<03:14,  1.50it/s, loss=0.701, pair=0.006, adv=3.699, sprd=0.029]
Ep 035/60 [S2:+mat]:  13%|▌   | 42/333 [00:30<03:14,  1.50it/s, loss=0.714, pair=0.015, adv=3.615, sprd=0.027]
Ep 035/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:29,  1.39it/s, loss=0.714, pair=0.015, adv=3.615, sprd=0.027]
Ep 035/60 [S2:+mat]:  13%|▌   | 43/333 [00:30<03:29,  1.39it/s, loss=0.709, pair=0.001, adv=3.769, sprd=0.023]
Ep 035/60 [S2:+mat]:  13%|▌   | 44/333 [00:30<03:17,  1.46it/s, loss=0.709, pair=0.001, adv=3.769, sprd=0.023]
Ep 035/60 [S2:+mat]:  13%|▌   | 44/333 [00:31<03:17,  1.46it/s, loss=0.709, pair=0.004, adv=3.668, sprd=0.025]
Ep 035/60 [S2:+mat]:  14%|▌   | 45/333 [00:31<03:27,  1.39it/s, loss=0.709, pair=0.004, adv=3.668, sprd=0.025]
Ep 035/60 [S2:+mat]:  14%|▌   | 45/333 [00:32<03:27,  1.39it/s, loss=0.689, pair=0.019, adv=3.762, sprd=0.025]
Ep 035/60 [S2:+mat]:  14%|▌   | 46/333 [00:32<03:17,  1.45it/s, loss=0.689, pair=0.019, adv=3.762, sprd=0.025]
Ep 035/60 [S2:+mat]:  14%|▌   | 46/333 [00:33<03:17,  1.45it/s, loss=0.739, pair=0.074, adv=3.634, sprd=0.027]
Ep 035/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:29,  1.37it/s, loss=0.739, pair=0.074, adv=3.634, sprd=0.027]
Ep 035/60 [S2:+mat]:  14%|▌   | 47/333 [00:33<03:29,  1.37it/s, loss=0.719, pair=0.004, adv=3.478, sprd=0.031]
Ep 035/60 [S2:+mat]:  14%|▌   | 48/333 [00:33<03:18,  1.44it/s, loss=0.719, pair=0.004, adv=3.478, sprd=0.031]
Ep 035/60 [S2:+mat]:  14%|▌   | 48/333 [00:34<03:18,  1.44it/s, loss=0.764, pair=0.001, adv=3.877, sprd=0.020]
Ep 035/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:24,  1.39it/s, loss=0.764, pair=0.001, adv=3.877, sprd=0.020]
Ep 035/60 [S2:+mat]:  15%|▌   | 49/333 [00:34<03:24,  1.39it/s, loss=0.681, pair=0.003, adv=3.620, sprd=0.020]
Ep 035/60 [S2:+mat]:  15%|▌   | 50/333 [00:34<03:12,  1.47it/s, loss=0.681, pair=0.003, adv=3.620, sprd=0.020]
Ep 035/60 [S2:+mat]:  15%|▌   | 50/333 [00:35<03:12,  1.47it/s, loss=0.677, pair=0.014, adv=3.413, sprd=0.019]
Ep 035/60 [S2:+mat]:  15%|▌   | 51/333 [00:35<03:18,  1.42it/s, loss=0.677, pair=0.014, adv=3.413, sprd=0.019]
Ep 035/60 [S2:+mat]:  15%|▌   | 51/333 [00:36<03:18,  1.42it/s, loss=0.715, pair=0.041, adv=3.919, sprd=0.025]
Ep 035/60 [S2:+mat]:  16%|▌   | 52/333 [00:36<03:09,  1.48it/s, loss=0.715, pair=0.041, adv=3.919, sprd=0.025]
Ep 035/60 [S2:+mat]:  16%|▌   | 52/333 [00:37<03:09,  1.48it/s, loss=0.706, pair=0.012, adv=3.714, sprd=0.026]
Ep 035/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:19,  1.41it/s, loss=0.706, pair=0.012, adv=3.714, sprd=0.026]
Ep 035/60 [S2:+mat]:  16%|▋   | 53/333 [00:37<03:19,  1.41it/s, loss=0.698, pair=0.006, adv=3.625, sprd=0.025]
Ep 035/60 [S2:+mat]:  16%|▋   | 54/333 [00:37<03:08,  1.48it/s, loss=0.698, pair=0.006, adv=3.625, sprd=0.025]
Ep 035/60 [S2:+mat]:  16%|▋   | 54/333 [00:38<03:08,  1.48it/s, loss=0.689, pair=0.019, adv=3.915, sprd=0.027]
Ep 035/60 [S2:+mat]:  17%|▋   | 55/333 [00:38<03:14,  1.43it/s, loss=0.689, pair=0.019, adv=3.915, sprd=0.027]
Ep 035/60 [S2:+mat]:  17%|▋   | 55/333 [00:39<03:14,  1.43it/s, loss=0.703, pair=0.013, adv=3.580, sprd=0.027]
Ep 035/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.49it/s, loss=0.703, pair=0.013, adv=3.580, sprd=0.027]
Ep 035/60 [S2:+mat]:  17%|▋   | 56/333 [00:39<03:05,  1.49it/s, loss=0.689, pair=0.022, adv=3.875, sprd=0.022]
Ep 035/60 [S2:+mat]:  17%|▋   | 57/333 [00:39<03:11,  1.44it/s, loss=0.689, pair=0.022, adv=3.875, sprd=0.022]
Ep 035/60 [S2:+mat]:  17%|▋   | 57/333 [00:40<03:11,  1.44it/s, loss=0.674, pair=0.003, adv=3.493, sprd=0.019]
Ep 035/60 [S2:+mat]:  17%|▋   | 58/333 [00:40<03:00,  1.52it/s, loss=0.674, pair=0.003, adv=3.493, sprd=0.019]
Ep 035/60 [S2:+mat]:  17%|▋   | 58/333 [00:41<03:00,  1.52it/s, loss=0.673, pair=0.016, adv=3.788, sprd=0.019]
Ep 035/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:07,  1.46it/s, loss=0.673, pair=0.016, adv=3.788, sprd=0.019]
Ep 035/60 [S2:+mat]:  18%|▋   | 59/333 [00:41<03:07,  1.46it/s, loss=0.697, pair=0.039, adv=3.728, sprd=0.022]
Ep 035/60 [S2:+mat]:  18%|▋   | 60/333 [00:41<03:00,  1.52it/s, loss=0.697, pair=0.039, adv=3.728, sprd=0.022]
Ep 035/60 [S2:+mat]:  18%|▋   | 60/333 [00:42<03:00,  1.52it/s, loss=0.696, pair=0.005, adv=3.865, sprd=0.023]
Ep 035/60 [S2:+mat]:  18%|▋   | 61/333 [00:42<03:12,  1.41it/s, loss=0.696, pair=0.005, adv=3.865, sprd=0.023]
Ep 035/60 [S2:+mat]:  18%|▋   | 61/333 [00:43<03:12,  1.41it/s, loss=0.691, pair=0.006, adv=3.703, sprd=0.024]
Ep 035/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:03,  1.47it/s, loss=0.691, pair=0.006, adv=3.703, sprd=0.024]
Ep 035/60 [S2:+mat]:  19%|▋   | 62/333 [00:43<03:03,  1.47it/s, loss=0.700, pair=0.007, adv=3.837, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 63/333 [00:43<03:10,  1.42it/s, loss=0.700, pair=0.007, adv=3.837, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 63/333 [00:44<03:10,  1.42it/s, loss=0.708, pair=0.050, adv=3.522, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 64/333 [00:44<03:01,  1.48it/s, loss=0.708, pair=0.050, adv=3.522, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 64/333 [00:45<03:01,  1.48it/s, loss=0.758, pair=0.020, adv=3.786, sprd=0.022]
Ep 035/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.758, pair=0.020, adv=3.786, sprd=0.022]
Ep 035/60 [S2:+mat]:  20%|▊   | 65/333 [00:45<03:07,  1.43it/s, loss=0.692, pair=0.013, adv=3.570, sprd=0.025]
Ep 035/60 [S2:+mat]:  20%|▊   | 66/333 [00:45<02:58,  1.50it/s, loss=0.692, pair=0.013, adv=3.570, sprd=0.025]
Ep 035/60 [S2:+mat]:  20%|▊   | 66/333 [00:46<02:58,  1.50it/s, loss=0.703, pair=0.048, adv=3.495, sprd=0.024]
Ep 035/60 [S2:+mat]:  20%|▊   | 67/333 [00:46<03:07,  1.42it/s, loss=0.703, pair=0.048, adv=3.495, sprd=0.024]
Ep 035/60 [S2:+mat]:  20%|▊   | 67/333 [00:47<03:07,  1.42it/s, loss=0.691, pair=0.008, adv=3.673, sprd=0.023]
Ep 035/60 [S2:+mat]:  20%|▊   | 68/333 [00:47<02:57,  1.49it/s, loss=0.691, pair=0.008, adv=3.673, sprd=0.023]
Ep 035/60 [S2:+mat]:  20%|▊   | 68/333 [00:48<02:57,  1.49it/s, loss=0.779, pair=0.017, adv=3.667, sprd=0.025]
Ep 035/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.779, pair=0.017, adv=3.667, sprd=0.025]
Ep 035/60 [S2:+mat]:  21%|▊   | 69/333 [00:48<03:04,  1.43it/s, loss=0.699, pair=0.027, adv=3.453, sprd=0.026]
Ep 035/60 [S2:+mat]:  21%|▊   | 70/333 [00:48<02:56,  1.49it/s, loss=0.699, pair=0.027, adv=3.453, sprd=0.026]
Ep 035/60 [S2:+mat]:  21%|▊   | 70/333 [00:49<02:56,  1.49it/s, loss=0.690, pair=0.008, adv=3.785, sprd=0.023]
Ep 035/60 [S2:+mat]:  21%|▊   | 71/333 [00:49<03:05,  1.41it/s, loss=0.690, pair=0.008, adv=3.785, sprd=0.023]
Ep 035/60 [S2:+mat]:  21%|▊   | 71/333 [00:50<03:05,  1.41it/s, loss=0.692, pair=0.053, adv=3.403, sprd=0.021]
Ep 035/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:54,  1.50it/s, loss=0.692, pair=0.053, adv=3.403, sprd=0.021]
Ep 035/60 [S2:+mat]:  22%|▊   | 72/333 [00:50<02:54,  1.50it/s, loss=0.704, pair=0.024, adv=3.874, sprd=0.026]
Ep 035/60 [S2:+mat]:  22%|▉   | 73/333 [00:50<03:00,  1.44it/s, loss=0.704, pair=0.024, adv=3.874, sprd=0.026]
Ep 035/60 [S2:+mat]:  22%|▉   | 73/333 [00:51<03:00,  1.44it/s, loss=0.706, pair=0.006, adv=3.731, sprd=0.027]
Ep 035/60 [S2:+mat]:  22%|▉   | 74/333 [00:51<02:54,  1.49it/s, loss=0.706, pair=0.006, adv=3.731, sprd=0.027]
Ep 035/60 [S2:+mat]:  22%|▉   | 74/333 [00:52<02:54,  1.49it/s, loss=0.718, pair=0.021, adv=3.553, sprd=0.027]
Ep 035/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:04,  1.39it/s, loss=0.718, pair=0.021, adv=3.553, sprd=0.027]
Ep 035/60 [S2:+mat]:  23%|▉   | 75/333 [00:52<03:04,  1.39it/s, loss=0.705, pair=0.008, adv=3.611, sprd=0.026]
Ep 035/60 [S2:+mat]:  23%|▉   | 76/333 [00:52<02:55,  1.46it/s, loss=0.705, pair=0.008, adv=3.611, sprd=0.026]
Ep 035/60 [S2:+mat]:  23%|▉   | 76/333 [00:53<02:55,  1.46it/s, loss=0.702, pair=0.017, adv=3.644, sprd=0.027]
Ep 035/60 [S2:+mat]:  23%|▉   | 77/333 [00:53<03:00,  1.42it/s, loss=0.702, pair=0.017, adv=3.644, sprd=0.027]
Ep 035/60 [S2:+mat]:  23%|▉   | 77/333 [00:54<03:00,  1.42it/s, loss=0.688, pair=0.009, adv=3.852, sprd=0.023]
Ep 035/60 [S2:+mat]:  23%|▉   | 78/333 [00:54<02:50,  1.49it/s, loss=0.688, pair=0.009, adv=3.852, sprd=0.023]
Ep 035/60 [S2:+mat]:  23%|▉   | 78/333 [00:55<02:50,  1.49it/s, loss=0.708, pair=0.001, adv=3.507, sprd=0.023]
Ep 035/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:01,  1.40it/s, loss=0.708, pair=0.001, adv=3.507, sprd=0.023]
Ep 035/60 [S2:+mat]:  24%|▉   | 79/333 [00:55<03:01,  1.40it/s, loss=0.707, pair=0.006, adv=3.664, sprd=0.028]
Ep 035/60 [S2:+mat]:  24%|▉   | 80/333 [00:55<02:54,  1.45it/s, loss=0.707, pair=0.006, adv=3.664, sprd=0.028]
Ep 035/60 [S2:+mat]:  24%|▉   | 80/333 [00:56<02:54,  1.45it/s, loss=0.683, pair=0.010, adv=3.620, sprd=0.020]
Ep 035/60 [S2:+mat]:  24%|▉   | 81/333 [00:56<03:00,  1.39it/s, loss=0.683, pair=0.010, adv=3.620, sprd=0.020]
Ep 035/60 [S2:+mat]:  24%|▉   | 81/333 [00:57<03:00,  1.39it/s, loss=0.698, pair=0.017, adv=3.467, sprd=0.022]
Ep 035/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:49,  1.48it/s, loss=0.698, pair=0.017, adv=3.467, sprd=0.022]
Ep 035/60 [S2:+mat]:  25%|▉   | 82/333 [00:57<02:49,  1.48it/s, loss=0.709, pair=0.004, adv=3.742, sprd=0.028]
Ep 035/60 [S2:+mat]:  25%|▉   | 83/333 [00:57<02:58,  1.40it/s, loss=0.709, pair=0.004, adv=3.742, sprd=0.028]
Ep 035/60 [S2:+mat]:  25%|▉   | 83/333 [00:58<02:58,  1.40it/s, loss=0.702, pair=0.012, adv=3.552, sprd=0.027]
Ep 035/60 [S2:+mat]:  25%|█   | 84/333 [00:58<02:50,  1.46it/s, loss=0.702, pair=0.012, adv=3.552, sprd=0.027]
Ep 035/60 [S2:+mat]:  25%|█   | 84/333 [00:59<02:50,  1.46it/s, loss=0.685, pair=0.018, adv=3.315, sprd=0.018]
Ep 035/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.685, pair=0.018, adv=3.315, sprd=0.018]
Ep 035/60 [S2:+mat]:  26%|█   | 85/333 [00:59<02:53,  1.43it/s, loss=0.690, pair=0.007, adv=3.750, sprd=0.023]
Ep 035/60 [S2:+mat]:  26%|█   | 86/333 [00:59<02:44,  1.50it/s, loss=0.690, pair=0.007, adv=3.750, sprd=0.023]
Ep 035/60 [S2:+mat]:  26%|█   | 86/333 [01:00<02:44,  1.50it/s, loss=0.778, pair=0.004, adv=3.507, sprd=0.024]
Ep 035/60 [S2:+mat]:  26%|█   | 87/333 [01:00<02:51,  1.43it/s, loss=0.778, pair=0.004, adv=3.507, sprd=0.024]
Ep 035/60 [S2:+mat]:  26%|█   | 87/333 [01:01<02:51,  1.43it/s, loss=0.682, pair=0.001, adv=3.794, sprd=0.024]
Ep 035/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:43,  1.50it/s, loss=0.682, pair=0.001, adv=3.794, sprd=0.024]
Ep 035/60 [S2:+mat]:  26%|█   | 88/333 [01:01<02:43,  1.50it/s, loss=0.678, pair=0.019, adv=3.384, sprd=0.020]
Ep 035/60 [S2:+mat]:  27%|█   | 89/333 [01:01<02:49,  1.44it/s, loss=0.678, pair=0.019, adv=3.384, sprd=0.020]
Ep 035/60 [S2:+mat]:  27%|█   | 89/333 [01:02<02:49,  1.44it/s, loss=0.708, pair=0.009, adv=3.677, sprd=0.027]
Ep 035/60 [S2:+mat]:  27%|█   | 90/333 [01:02<02:43,  1.49it/s, loss=0.708, pair=0.009, adv=3.677, sprd=0.027]
Ep 035/60 [S2:+mat]:  27%|█   | 90/333 [01:03<02:43,  1.49it/s, loss=0.692, pair=0.004, adv=3.771, sprd=0.023]
Ep 035/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:50,  1.42it/s, loss=0.692, pair=0.004, adv=3.771, sprd=0.023]
Ep 035/60 [S2:+mat]:  27%|█   | 91/333 [01:03<02:50,  1.42it/s, loss=0.698, pair=0.007, adv=3.595, sprd=0.024]
Ep 035/60 [S2:+mat]:  28%|█   | 92/333 [01:03<02:41,  1.49it/s, loss=0.698, pair=0.007, adv=3.595, sprd=0.024]
Ep 035/60 [S2:+mat]:  28%|█   | 92/333 [01:04<02:41,  1.49it/s, loss=0.692, pair=0.008, adv=3.663, sprd=0.024]
Ep 035/60 [S2:+mat]:  28%|█   | 93/333 [01:04<02:48,  1.42it/s, loss=0.692, pair=0.008, adv=3.663, sprd=0.024]
Ep 035/60 [S2:+mat]:  28%|█   | 93/333 [01:05<02:48,  1.42it/s, loss=0.710, pair=0.014, adv=3.904, sprd=0.030]
Ep 035/60 [S2:+mat]:  28%|█▏  | 94/333 [01:05<02:41,  1.48it/s, loss=0.710, pair=0.014, adv=3.904, sprd=0.030]
Ep 035/60 [S2:+mat]:  28%|█▏  | 94/333 [01:06<02:41,  1.48it/s, loss=0.691, pair=0.005, adv=3.506, sprd=0.018]
Ep 035/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:45,  1.44it/s, loss=0.691, pair=0.005, adv=3.506, sprd=0.018]
Ep 035/60 [S2:+mat]:  29%|█▏  | 95/333 [01:06<02:45,  1.44it/s, loss=0.705, pair=0.003, adv=3.617, sprd=0.026]
Ep 035/60 [S2:+mat]:  29%|█▏  | 96/333 [01:06<02:39,  1.49it/s, loss=0.705, pair=0.003, adv=3.617, sprd=0.026]
Ep 035/60 [S2:+mat]:  29%|█▏  | 96/333 [01:07<02:39,  1.49it/s, loss=0.730, pair=0.007, adv=3.661, sprd=0.030]
Ep 035/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:45,  1.43it/s, loss=0.730, pair=0.007, adv=3.661, sprd=0.030]
Ep 035/60 [S2:+mat]:  29%|█▏  | 97/333 [01:07<02:45,  1.43it/s, loss=0.695, pair=0.005, adv=3.730, sprd=0.028]
Ep 035/60 [S2:+mat]:  29%|█▏  | 98/333 [01:07<02:37,  1.49it/s, loss=0.695, pair=0.005, adv=3.730, sprd=0.028]
Ep 035/60 [S2:+mat]:  29%|█▏  | 98/333 [01:08<02:37,  1.49it/s, loss=0.685, pair=0.019, adv=3.290, sprd=0.020]
Ep 035/60 [S2:+mat]:  30%|█▏  | 99/333 [01:08<02:41,  1.45it/s, loss=0.685, pair=0.019, adv=3.290, sprd=0.020]
Ep 035/60 [S2:+mat]:  30%|█▏  | 99/333 [01:09<02:41,  1.45it/s, loss=0.682, pair=0.005, adv=3.854, sprd=0.022]
Ep 035/60 [S2:+mat]:  30%|▉  | 100/333 [01:09<02:34,  1.51it/s, loss=0.682, pair=0.005, adv=3.854, sprd=0.022]
Ep 035/60 [S2:+mat]:  30%|▉  | 100/333 [01:10<02:34,  1.51it/s, loss=0.702, pair=0.004, adv=3.529, sprd=0.025]
Ep 035/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:41,  1.43it/s, loss=0.702, pair=0.004, adv=3.529, sprd=0.025]
Ep 035/60 [S2:+mat]:  30%|▉  | 101/333 [01:10<02:41,  1.43it/s, loss=0.676, pair=0.012, adv=3.263, sprd=0.024]
Ep 035/60 [S2:+mat]:  31%|▉  | 102/333 [01:10<02:32,  1.52it/s, loss=0.676, pair=0.012, adv=3.263, sprd=0.024]
Ep 035/60 [S2:+mat]:  31%|▉  | 102/333 [01:11<02:32,  1.52it/s, loss=0.767, pair=0.001, adv=3.557, sprd=0.026]
Ep 035/60 [S2:+mat]:  31%|▉  | 103/333 [01:11<02:39,  1.44it/s, loss=0.767, pair=0.001, adv=3.557, sprd=0.026]
Ep 035/60 [S2:+mat]:  31%|▉  | 103/333 [01:12<02:39,  1.44it/s, loss=0.699, pair=0.007, adv=3.695, sprd=0.026]
Ep 035/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.50it/s, loss=0.699, pair=0.007, adv=3.695, sprd=0.026]
Ep 035/60 [S2:+mat]:  31%|▉  | 104/333 [01:12<02:33,  1.50it/s, loss=0.699, pair=0.016, adv=3.599, sprd=0.024]
Ep 035/60 [S2:+mat]:  32%|▉  | 105/333 [01:12<02:42,  1.40it/s, loss=0.699, pair=0.016, adv=3.599, sprd=0.024]
Ep 035/60 [S2:+mat]:  32%|▉  | 105/333 [01:13<02:42,  1.40it/s, loss=0.679, pair=0.021, adv=3.217, sprd=0.017]
Ep 035/60 [S2:+mat]:  32%|▉  | 106/333 [01:13<02:32,  1.49it/s, loss=0.679, pair=0.021, adv=3.217, sprd=0.017]
Ep 035/60 [S2:+mat]:  32%|▉  | 106/333 [01:14<02:32,  1.49it/s, loss=0.703, pair=0.008, adv=3.695, sprd=0.025]
Ep 035/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:44,  1.38it/s, loss=0.703, pair=0.008, adv=3.695, sprd=0.025]
Ep 035/60 [S2:+mat]:  32%|▉  | 107/333 [01:14<02:44,  1.38it/s, loss=0.669, pair=0.003, adv=3.669, sprd=0.016]
Ep 035/60 [S2:+mat]:  32%|▉  | 108/333 [01:14<02:34,  1.46it/s, loss=0.669, pair=0.003, adv=3.669, sprd=0.016]
Ep 035/60 [S2:+mat]:  32%|▉  | 108/333 [01:15<02:34,  1.46it/s, loss=0.712, pair=0.008, adv=3.957, sprd=0.028]
Ep 035/60 [S2:+mat]:  33%|▉  | 109/333 [01:15<02:40,  1.39it/s, loss=0.712, pair=0.008, adv=3.957, sprd=0.028]
Ep 035/60 [S2:+mat]:  33%|▉  | 109/333 [01:16<02:40,  1.39it/s, loss=0.704, pair=0.057, adv=3.400, sprd=0.022]
Ep 035/60 [S2:+mat]:  33%|▉  | 110/333 [01:16<02:29,  1.49it/s, loss=0.704, pair=0.057, adv=3.400, sprd=0.022]
Ep 035/60 [S2:+mat]:  33%|▉  | 110/333 [01:17<02:29,  1.49it/s, loss=0.666, pair=0.001, adv=3.536, sprd=0.020]
Ep 035/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:33,  1.44it/s, loss=0.666, pair=0.001, adv=3.536, sprd=0.020]
Ep 035/60 [S2:+mat]:  33%|█  | 111/333 [01:17<02:33,  1.44it/s, loss=0.693, pair=0.008, adv=3.475, sprd=0.024]
Ep 035/60 [S2:+mat]:  34%|█  | 112/333 [01:17<02:27,  1.50it/s, loss=0.693, pair=0.008, adv=3.475, sprd=0.024]
Ep 035/60 [S2:+mat]:  34%|█  | 112/333 [01:18<02:27,  1.50it/s, loss=0.718, pair=0.058, adv=3.458, sprd=0.023]
Ep 035/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:32,  1.44it/s, loss=0.718, pair=0.058, adv=3.458, sprd=0.023]
Ep 035/60 [S2:+mat]:  34%|█  | 113/333 [01:18<02:32,  1.44it/s, loss=0.679, pair=0.003, adv=3.434, sprd=0.021]
Ep 035/60 [S2:+mat]:  34%|█  | 114/333 [01:18<02:24,  1.51it/s, loss=0.679, pair=0.003, adv=3.434, sprd=0.021]
Ep 035/60 [S2:+mat]:  34%|█  | 114/333 [01:19<02:24,  1.51it/s, loss=0.761, pair=0.000, adv=3.614, sprd=0.022]
Ep 035/60 [S2:+mat]:  35%|█  | 115/333 [01:19<02:30,  1.45it/s, loss=0.761, pair=0.000, adv=3.614, sprd=0.022]
Ep 035/60 [S2:+mat]:  35%|█  | 115/333 [01:20<02:30,  1.45it/s, loss=0.684, pair=0.001, adv=3.556, sprd=0.023]
Ep 035/60 [S2:+mat]:  35%|█  | 116/333 [01:20<02:24,  1.50it/s, loss=0.684, pair=0.001, adv=3.556, sprd=0.023]
Ep 035/60 [S2:+mat]:  35%|█  | 116/333 [01:21<02:24,  1.50it/s, loss=0.723, pair=0.025, adv=3.798, sprd=0.030]
Ep 035/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:36,  1.38it/s, loss=0.723, pair=0.025, adv=3.798, sprd=0.030]
Ep 035/60 [S2:+mat]:  35%|█  | 117/333 [01:21<02:36,  1.38it/s, loss=0.696, pair=0.000, adv=3.686, sprd=0.027]
Ep 035/60 [S2:+mat]:  35%|█  | 118/333 [01:21<02:27,  1.46it/s, loss=0.696, pair=0.000, adv=3.686, sprd=0.027]
Ep 035/60 [S2:+mat]:  35%|█  | 118/333 [01:22<02:27,  1.46it/s, loss=0.760, pair=0.002, adv=3.764, sprd=0.021]
Ep 035/60 [S2:+mat]:  36%|█  | 119/333 [01:22<02:29,  1.43it/s, loss=0.760, pair=0.002, adv=3.764, sprd=0.021]
Ep 035/60 [S2:+mat]:  36%|█  | 119/333 [01:23<02:29,  1.43it/s, loss=0.685, pair=0.021, adv=3.988, sprd=0.020]
Ep 035/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:20,  1.51it/s, loss=0.685, pair=0.021, adv=3.988, sprd=0.020]
Ep 035/60 [S2:+mat]:  36%|█  | 120/333 [01:23<02:20,  1.51it/s, loss=0.698, pair=0.012, adv=3.609, sprd=0.023]
Ep 035/60 [S2:+mat]:  36%|█  | 121/333 [01:23<02:28,  1.43it/s, loss=0.698, pair=0.012, adv=3.609, sprd=0.023]
Ep 035/60 [S2:+mat]:  36%|█  | 121/333 [01:24<02:28,  1.43it/s, loss=0.698, pair=0.023, adv=3.522, sprd=0.026]
Ep 035/60 [S2:+mat]:  37%|█  | 122/333 [01:24<02:22,  1.49it/s, loss=0.698, pair=0.023, adv=3.522, sprd=0.026]
Ep 035/60 [S2:+mat]:  37%|█  | 122/333 [01:25<02:22,  1.49it/s, loss=0.702, pair=0.024, adv=3.700, sprd=0.026]
Ep 035/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:29,  1.40it/s, loss=0.702, pair=0.024, adv=3.700, sprd=0.026]
Ep 035/60 [S2:+mat]:  37%|█  | 123/333 [01:25<02:29,  1.40it/s, loss=0.708, pair=0.006, adv=3.911, sprd=0.030]
Ep 035/60 [S2:+mat]:  37%|█  | 124/333 [01:25<02:23,  1.46it/s, loss=0.708, pair=0.006, adv=3.911, sprd=0.030]
Ep 035/60 [S2:+mat]:  37%|█  | 124/333 [01:26<02:23,  1.46it/s, loss=0.711, pair=0.004, adv=3.455, sprd=0.026]
Ep 035/60 [S2:+mat]:  38%|█▏ | 125/333 [01:26<02:31,  1.38it/s, loss=0.711, pair=0.004, adv=3.455, sprd=0.026]
Ep 035/60 [S2:+mat]:  38%|█▏ | 125/333 [01:27<02:31,  1.38it/s, loss=0.694, pair=0.002, adv=3.688, sprd=0.026]
Ep 035/60 [S2:+mat]:  38%|█▏ | 126/333 [01:27<02:21,  1.46it/s, loss=0.694, pair=0.002, adv=3.688, sprd=0.026]
Ep 035/60 [S2:+mat]:  38%|█▏ | 126/333 [01:28<02:21,  1.46it/s, loss=0.686, pair=0.005, adv=3.490, sprd=0.021]
Ep 035/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:22,  1.44it/s, loss=0.686, pair=0.005, adv=3.490, sprd=0.021]
Ep 035/60 [S2:+mat]:  38%|█▏ | 127/333 [01:28<02:22,  1.44it/s, loss=0.673, pair=0.004, adv=3.586, sprd=0.020]
Ep 035/60 [S2:+mat]:  38%|█▏ | 128/333 [01:28<02:14,  1.52it/s, loss=0.673, pair=0.004, adv=3.586, sprd=0.020]
Ep 035/60 [S2:+mat]:  38%|█▏ | 128/333 [01:29<02:14,  1.52it/s, loss=0.711, pair=0.004, adv=3.826, sprd=0.027]
Ep 035/60 [S2:+mat]:  39%|█▏ | 129/333 [01:29<02:25,  1.40it/s, loss=0.711, pair=0.004, adv=3.826, sprd=0.027]
Ep 035/60 [S2:+mat]:  39%|█▏ | 129/333 [01:30<02:25,  1.40it/s, loss=0.665, pair=0.008, adv=3.500, sprd=0.017]
Ep 035/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:17,  1.48it/s, loss=0.665, pair=0.008, adv=3.500, sprd=0.017]
Ep 035/60 [S2:+mat]:  39%|█▏ | 130/333 [01:30<02:17,  1.48it/s, loss=0.752, pair=0.048, adv=3.657, sprd=0.033]
Ep 035/60 [S2:+mat]:  39%|█▏ | 131/333 [01:30<02:21,  1.43it/s, loss=0.752, pair=0.048, adv=3.657, sprd=0.033]
Ep 035/60 [S2:+mat]:  39%|█▏ | 131/333 [01:31<02:21,  1.43it/s, loss=0.684, pair=0.056, adv=3.690, sprd=0.018]
Ep 035/60 [S2:+mat]:  40%|█▏ | 132/333 [01:31<02:12,  1.51it/s, loss=0.684, pair=0.056, adv=3.690, sprd=0.018]
Ep 035/60 [S2:+mat]:  40%|█▏ | 132/333 [01:32<02:12,  1.51it/s, loss=0.697, pair=0.025, adv=3.448, sprd=0.023]
Ep 035/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:18,  1.44it/s, loss=0.697, pair=0.025, adv=3.448, sprd=0.023]
Ep 035/60 [S2:+mat]:  40%|█▏ | 133/333 [01:32<02:18,  1.44it/s, loss=0.655, pair=0.025, adv=3.155, sprd=0.019]
Ep 035/60 [S2:+mat]:  40%|█▏ | 134/333 [01:32<02:11,  1.51it/s, loss=0.655, pair=0.025, adv=3.155, sprd=0.019]
Ep 035/60 [S2:+mat]:  40%|█▏ | 134/333 [01:33<02:11,  1.51it/s, loss=0.729, pair=0.045, adv=3.307, sprd=0.022]
Ep 035/60 [S2:+mat]:  41%|█▏ | 135/333 [01:33<02:19,  1.42it/s, loss=0.729, pair=0.045, adv=3.307, sprd=0.022]
Ep 035/60 [S2:+mat]:  41%|█▏ | 135/333 [01:34<02:19,  1.42it/s, loss=0.713, pair=0.044, adv=3.765, sprd=0.026]
Ep 035/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.49it/s, loss=0.713, pair=0.044, adv=3.765, sprd=0.026]
Ep 035/60 [S2:+mat]:  41%|█▏ | 136/333 [01:34<02:12,  1.49it/s, loss=0.686, pair=0.023, adv=3.442, sprd=0.022]
Ep 035/60 [S2:+mat]:  41%|█▏ | 137/333 [01:34<02:17,  1.42it/s, loss=0.686, pair=0.023, adv=3.442, sprd=0.022]
Ep 035/60 [S2:+mat]:  41%|█▏ | 137/333 [01:35<02:17,  1.42it/s, loss=0.704, pair=0.042, adv=3.995, sprd=0.024]
Ep 035/60 [S2:+mat]:  41%|█▏ | 138/333 [01:35<02:11,  1.48it/s, loss=0.704, pair=0.042, adv=3.995, sprd=0.024]
Ep 035/60 [S2:+mat]:  41%|█▏ | 138/333 [01:36<02:11,  1.48it/s, loss=0.715, pair=0.016, adv=3.831, sprd=0.030]
Ep 035/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:21,  1.37it/s, loss=0.715, pair=0.016, adv=3.831, sprd=0.030]
Ep 035/60 [S2:+mat]:  42%|█▎ | 139/333 [01:36<02:21,  1.37it/s, loss=0.723, pair=0.014, adv=3.724, sprd=0.031]
Ep 035/60 [S2:+mat]:  42%|█▎ | 140/333 [01:36<02:14,  1.44it/s, loss=0.723, pair=0.014, adv=3.724, sprd=0.031]
Ep 035/60 [S2:+mat]:  42%|█▎ | 140/333 [01:37<02:14,  1.44it/s, loss=0.708, pair=0.027, adv=3.739, sprd=0.021]
Ep 035/60 [S2:+mat]:  42%|█▎ | 141/333 [01:37<02:18,  1.39it/s, loss=0.708, pair=0.027, adv=3.739, sprd=0.021]
Ep 035/60 [S2:+mat]:  42%|█▎ | 141/333 [01:38<02:18,  1.39it/s, loss=0.663, pair=0.033, adv=3.208, sprd=0.019]
Ep 035/60 [S2:+mat]:  43%|█▎ | 142/333 [01:38<02:10,  1.46it/s, loss=0.663, pair=0.033, adv=3.208, sprd=0.019]
Ep 035/60 [S2:+mat]:  43%|█▎ | 142/333 [01:39<02:10,  1.46it/s, loss=0.749, pair=0.104, adv=3.604, sprd=0.028]
Ep 035/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:15,  1.40it/s, loss=0.749, pair=0.104, adv=3.604, sprd=0.028]
Ep 035/60 [S2:+mat]:  43%|█▎ | 143/333 [01:39<02:15,  1.40it/s, loss=0.669, pair=0.004, adv=3.997, sprd=0.019]
Ep 035/60 [S2:+mat]:  43%|█▎ | 144/333 [01:39<02:07,  1.49it/s, loss=0.669, pair=0.004, adv=3.997, sprd=0.019]
Ep 035/60 [S2:+mat]:  43%|█▎ | 144/333 [01:40<02:07,  1.49it/s, loss=0.688, pair=0.015, adv=3.633, sprd=0.019]
Ep 035/60 [S2:+mat]:  44%|█▎ | 145/333 [01:40<02:14,  1.40it/s, loss=0.688, pair=0.015, adv=3.633, sprd=0.019]
Ep 035/60 [S2:+mat]:  44%|█▎ | 145/333 [01:41<02:14,  1.40it/s, loss=0.681, pair=0.037, adv=3.887, sprd=0.019]
Ep 035/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:06,  1.48it/s, loss=0.681, pair=0.037, adv=3.887, sprd=0.019]
Ep 035/60 [S2:+mat]:  44%|█▎ | 146/333 [01:41<02:06,  1.48it/s, loss=0.673, pair=0.015, adv=3.399, sprd=0.023]
Ep 035/60 [S2:+mat]:  44%|█▎ | 147/333 [01:41<02:10,  1.43it/s, loss=0.673, pair=0.015, adv=3.399, sprd=0.023]
Ep 035/60 [S2:+mat]:  44%|█▎ | 147/333 [01:42<02:10,  1.43it/s, loss=0.670, pair=0.020, adv=3.166, sprd=0.021]
Ep 035/60 [S2:+mat]:  44%|█▎ | 148/333 [01:42<02:02,  1.51it/s, loss=0.670, pair=0.020, adv=3.166, sprd=0.021]
Ep 035/60 [S2:+mat]:  44%|█▎ | 148/333 [01:43<02:02,  1.51it/s, loss=0.677, pair=0.003, adv=3.643, sprd=0.017]
Ep 035/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:06,  1.46it/s, loss=0.677, pair=0.003, adv=3.643, sprd=0.017]
Ep 035/60 [S2:+mat]:  45%|█▎ | 149/333 [01:43<02:06,  1.46it/s, loss=0.716, pair=0.019, adv=3.724, sprd=0.027]
Ep 035/60 [S2:+mat]:  45%|█▎ | 150/333 [01:43<02:02,  1.49it/s, loss=0.716, pair=0.019, adv=3.724, sprd=0.027]
Ep 035/60 [S2:+mat]:  45%|█▎ | 150/333 [01:44<02:02,  1.49it/s, loss=0.779, pair=0.014, adv=4.037, sprd=0.021]
Ep 035/60 [S2:+mat]:  45%|█▎ | 151/333 [01:44<02:07,  1.43it/s, loss=0.779, pair=0.014, adv=4.037, sprd=0.021]
Ep 035/60 [S2:+mat]:  45%|█▎ | 151/333 [01:45<02:07,  1.43it/s, loss=0.701, pair=0.020, adv=3.981, sprd=0.027]
Ep 035/60 [S2:+mat]:  46%|█▎ | 152/333 [01:45<02:02,  1.47it/s, loss=0.701, pair=0.020, adv=3.981, sprd=0.027]
Ep 035/60 [S2:+mat]:  46%|█▎ | 152/333 [01:46<02:02,  1.47it/s, loss=0.689, pair=0.008, adv=3.760, sprd=0.023]
Ep 035/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:08,  1.40it/s, loss=0.689, pair=0.008, adv=3.760, sprd=0.023]
Ep 035/60 [S2:+mat]:  46%|█▍ | 153/333 [01:46<02:08,  1.40it/s, loss=0.689, pair=0.008, adv=3.636, sprd=0.024]
Ep 035/60 [S2:+mat]:  46%|█▍ | 154/333 [01:46<02:01,  1.47it/s, loss=0.689, pair=0.008, adv=3.636, sprd=0.024]
Ep 035/60 [S2:+mat]:  46%|█▍ | 154/333 [01:47<02:01,  1.47it/s, loss=0.707, pair=0.003, adv=3.862, sprd=0.022]
Ep 035/60 [S2:+mat]:  47%|█▍ | 155/333 [01:47<02:07,  1.39it/s, loss=0.707, pair=0.003, adv=3.862, sprd=0.022]
Ep 035/60 [S2:+mat]:  47%|█▍ | 155/333 [01:48<02:07,  1.39it/s, loss=0.678, pair=0.017, adv=3.831, sprd=0.021]
Ep 035/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:00,  1.47it/s, loss=0.678, pair=0.017, adv=3.831, sprd=0.021]
Ep 035/60 [S2:+mat]:  47%|█▍ | 156/333 [01:48<02:00,  1.47it/s, loss=0.700, pair=0.004, adv=3.877, sprd=0.026]
Ep 035/60 [S2:+mat]:  47%|█▍ | 157/333 [01:48<02:08,  1.37it/s, loss=0.700, pair=0.004, adv=3.877, sprd=0.026]
Ep 035/60 [S2:+mat]:  47%|█▍ | 157/333 [01:49<02:08,  1.37it/s, loss=0.698, pair=0.039, adv=3.864, sprd=0.022]
Ep 035/60 [S2:+mat]:  47%|█▍ | 158/333 [01:49<02:00,  1.45it/s, loss=0.698, pair=0.039, adv=3.864, sprd=0.022]
Ep 035/60 [S2:+mat]:  47%|█▍ | 158/333 [01:50<02:00,  1.45it/s, loss=0.700, pair=0.026, adv=3.740, sprd=0.022]
Ep 035/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:05,  1.39it/s, loss=0.700, pair=0.026, adv=3.740, sprd=0.022]
Ep 035/60 [S2:+mat]:  48%|█▍ | 159/333 [01:50<02:05,  1.39it/s, loss=0.702, pair=0.025, adv=4.017, sprd=0.026]
Ep 035/60 [S2:+mat]:  48%|█▍ | 160/333 [01:50<01:58,  1.46it/s, loss=0.702, pair=0.025, adv=4.017, sprd=0.026]
Ep 035/60 [S2:+mat]:  48%|█▍ | 160/333 [01:51<01:58,  1.46it/s, loss=0.720, pair=0.015, adv=3.598, sprd=0.028]
Ep 035/60 [S2:+mat]:  48%|█▍ | 161/333 [01:51<02:05,  1.37it/s, loss=0.720, pair=0.015, adv=3.598, sprd=0.028]
Ep 035/60 [S2:+mat]:  48%|█▍ | 161/333 [01:52<02:05,  1.37it/s, loss=0.700, pair=0.015, adv=3.820, sprd=0.026]
Ep 035/60 [S2:+mat]:  49%|█▍ | 162/333 [01:52<01:58,  1.44it/s, loss=0.700, pair=0.015, adv=3.820, sprd=0.026]
Ep 035/60 [S2:+mat]:  49%|█▍ | 162/333 [01:53<01:58,  1.44it/s, loss=0.747, pair=0.028, adv=3.934, sprd=0.034]
Ep 035/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:03,  1.38it/s, loss=0.747, pair=0.028, adv=3.934, sprd=0.034]
Ep 035/60 [S2:+mat]:  49%|█▍ | 163/333 [01:53<02:03,  1.38it/s, loss=0.696, pair=0.003, adv=3.895, sprd=0.025]
Ep 035/60 [S2:+mat]:  49%|█▍ | 164/333 [01:53<01:57,  1.44it/s, loss=0.696, pair=0.003, adv=3.895, sprd=0.025]
Ep 035/60 [S2:+mat]:  49%|█▍ | 164/333 [01:54<01:57,  1.44it/s, loss=0.703, pair=0.056, adv=3.722, sprd=0.017]
Ep 035/60 [S2:+mat]:  50%|█▍ | 165/333 [01:54<01:58,  1.42it/s, loss=0.703, pair=0.056, adv=3.722, sprd=0.017]
Ep 035/60 [S2:+mat]:  50%|█▍ | 165/333 [01:55<01:58,  1.42it/s, loss=0.696, pair=0.010, adv=3.531, sprd=0.024]
Ep 035/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:51,  1.49it/s, loss=0.696, pair=0.010, adv=3.531, sprd=0.024]
Ep 035/60 [S2:+mat]:  50%|█▍ | 166/333 [01:55<01:51,  1.49it/s, loss=0.715, pair=0.014, adv=3.731, sprd=0.029]
Ep 035/60 [S2:+mat]:  50%|█▌ | 167/333 [01:55<01:57,  1.42it/s, loss=0.715, pair=0.014, adv=3.731, sprd=0.029]
Ep 035/60 [S2:+mat]:  50%|█▌ | 167/333 [01:56<01:57,  1.42it/s, loss=0.709, pair=0.015, adv=3.789, sprd=0.028]
Ep 035/60 [S2:+mat]:  50%|█▌ | 168/333 [01:56<01:51,  1.48it/s, loss=0.709, pair=0.015, adv=3.789, sprd=0.028]
Ep 035/60 [S2:+mat]:  50%|█▌ | 168/333 [01:57<01:51,  1.48it/s, loss=0.697, pair=0.025, adv=3.919, sprd=0.024]
Ep 035/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:55,  1.42it/s, loss=0.697, pair=0.025, adv=3.919, sprd=0.024]
Ep 035/60 [S2:+mat]:  51%|█▌ | 169/333 [01:57<01:55,  1.42it/s, loss=0.701, pair=0.050, adv=3.841, sprd=0.024]
Ep 035/60 [S2:+mat]:  51%|█▌ | 170/333 [01:57<01:49,  1.49it/s, loss=0.701, pair=0.050, adv=3.841, sprd=0.024]
Ep 035/60 [S2:+mat]:  51%|█▌ | 170/333 [01:58<01:49,  1.49it/s, loss=0.694, pair=0.008, adv=3.648, sprd=0.023]
Ep 035/60 [S2:+mat]:  51%|█▌ | 171/333 [01:58<01:54,  1.42it/s, loss=0.694, pair=0.008, adv=3.648, sprd=0.023]
Ep 035/60 [S2:+mat]:  51%|█▌ | 171/333 [01:59<01:54,  1.42it/s, loss=0.684, pair=0.024, adv=3.652, sprd=0.024]
Ep 035/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:48,  1.49it/s, loss=0.684, pair=0.024, adv=3.652, sprd=0.024]
Ep 035/60 [S2:+mat]:  52%|█▌ | 172/333 [01:59<01:48,  1.49it/s, loss=0.722, pair=0.018, adv=3.456, sprd=0.026]
Ep 035/60 [S2:+mat]:  52%|█▌ | 173/333 [01:59<01:52,  1.42it/s, loss=0.722, pair=0.018, adv=3.456, sprd=0.026]
Ep 035/60 [S2:+mat]:  52%|█▌ | 173/333 [02:00<01:52,  1.42it/s, loss=0.702, pair=0.057, adv=3.785, sprd=0.020]
Ep 035/60 [S2:+mat]:  52%|█▌ | 174/333 [02:00<01:45,  1.50it/s, loss=0.702, pair=0.057, adv=3.785, sprd=0.020]
Ep 035/60 [S2:+mat]:  52%|█▌ | 174/333 [02:01<01:45,  1.50it/s, loss=0.785, pair=0.005, adv=3.673, sprd=0.024]
Ep 035/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:50,  1.43it/s, loss=0.785, pair=0.005, adv=3.673, sprd=0.024]
Ep 035/60 [S2:+mat]:  53%|█▌ | 175/333 [02:01<01:50,  1.43it/s, loss=0.671, pair=0.006, adv=3.847, sprd=0.021]
Ep 035/60 [S2:+mat]:  53%|█▌ | 176/333 [02:01<01:43,  1.51it/s, loss=0.671, pair=0.006, adv=3.847, sprd=0.021]
Ep 035/60 [S2:+mat]:  53%|█▌ | 176/333 [02:02<01:43,  1.51it/s, loss=0.715, pair=0.014, adv=4.080, sprd=0.027]
Ep 035/60 [S2:+mat]:  53%|█▌ | 177/333 [02:02<01:48,  1.43it/s, loss=0.715, pair=0.014, adv=4.080, sprd=0.027]
Ep 035/60 [S2:+mat]:  53%|█▌ | 177/333 [02:03<01:48,  1.43it/s, loss=0.687, pair=0.018, adv=3.912, sprd=0.025]
Ep 035/60 [S2:+mat]:  53%|█▌ | 178/333 [02:03<01:43,  1.50it/s, loss=0.687, pair=0.018, adv=3.912, sprd=0.025]
Ep 035/60 [S2:+mat]:  53%|█▌ | 178/333 [02:04<01:43,  1.50it/s, loss=0.724, pair=0.003, adv=3.864, sprd=0.030]
Ep 035/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:48,  1.42it/s, loss=0.724, pair=0.003, adv=3.864, sprd=0.030]
Ep 035/60 [S2:+mat]:  54%|█▌ | 179/333 [02:04<01:48,  1.42it/s, loss=0.702, pair=0.005, adv=3.684, sprd=0.026]
Ep 035/60 [S2:+mat]:  54%|█▌ | 180/333 [02:04<01:43,  1.48it/s, loss=0.702, pair=0.005, adv=3.684, sprd=0.026]
Ep 035/60 [S2:+mat]:  54%|█▌ | 180/333 [02:05<01:43,  1.48it/s, loss=0.708, pair=0.004, adv=3.701, sprd=0.024]
Ep 035/60 [S2:+mat]:  54%|█▋ | 181/333 [02:05<01:48,  1.40it/s, loss=0.708, pair=0.004, adv=3.701, sprd=0.024]
Ep 035/60 [S2:+mat]:  54%|█▋ | 181/333 [02:06<01:48,  1.40it/s, loss=0.693, pair=0.017, adv=3.952, sprd=0.024]
Ep 035/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.693, pair=0.017, adv=3.952, sprd=0.024]
Ep 035/60 [S2:+mat]:  55%|█▋ | 182/333 [02:06<01:42,  1.47it/s, loss=0.709, pair=0.019, adv=3.492, sprd=0.027]
Ep 035/60 [S2:+mat]:  55%|█▋ | 183/333 [02:06<01:45,  1.42it/s, loss=0.709, pair=0.019, adv=3.492, sprd=0.027]
Ep 035/60 [S2:+mat]:  55%|█▋ | 183/333 [02:07<01:45,  1.42it/s, loss=0.669, pair=0.002, adv=3.366, sprd=0.019]
Ep 035/60 [S2:+mat]:  55%|█▋ | 184/333 [02:07<01:39,  1.50it/s, loss=0.669, pair=0.002, adv=3.366, sprd=0.019]
Ep 035/60 [S2:+mat]:  55%|█▋ | 184/333 [02:08<01:39,  1.50it/s, loss=0.698, pair=0.013, adv=4.109, sprd=0.025]
Ep 035/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.43it/s, loss=0.698, pair=0.013, adv=4.109, sprd=0.025]
Ep 035/60 [S2:+mat]:  56%|█▋ | 185/333 [02:08<01:43,  1.43it/s, loss=0.702, pair=0.018, adv=3.887, sprd=0.026]
Ep 035/60 [S2:+mat]:  56%|█▋ | 186/333 [02:08<01:38,  1.49it/s, loss=0.702, pair=0.018, adv=3.887, sprd=0.026]
Ep 035/60 [S2:+mat]:  56%|█▋ | 186/333 [02:09<01:38,  1.49it/s, loss=0.714, pair=0.005, adv=3.651, sprd=0.026]
Ep 035/60 [S2:+mat]:  56%|█▋ | 187/333 [02:09<01:42,  1.42it/s, loss=0.714, pair=0.005, adv=3.651, sprd=0.026]
Ep 035/60 [S2:+mat]:  56%|█▋ | 187/333 [02:10<01:42,  1.42it/s, loss=0.680, pair=0.010, adv=3.846, sprd=0.019]
Ep 035/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:36,  1.50it/s, loss=0.680, pair=0.010, adv=3.846, sprd=0.019]
Ep 035/60 [S2:+mat]:  56%|█▋ | 188/333 [02:10<01:36,  1.50it/s, loss=0.709, pair=0.007, adv=3.899, sprd=0.024]
Ep 035/60 [S2:+mat]:  57%|█▋ | 189/333 [02:10<01:40,  1.43it/s, loss=0.709, pair=0.007, adv=3.899, sprd=0.024]
Ep 035/60 [S2:+mat]:  57%|█▋ | 189/333 [02:11<01:40,  1.43it/s, loss=0.680, pair=0.017, adv=3.847, sprd=0.020]
Ep 035/60 [S2:+mat]:  57%|█▋ | 190/333 [02:11<01:34,  1.51it/s, loss=0.680, pair=0.017, adv=3.847, sprd=0.020]
Ep 035/60 [S2:+mat]:  57%|█▋ | 190/333 [02:12<01:34,  1.51it/s, loss=0.703, pair=0.013, adv=4.284, sprd=0.023]
Ep 035/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:37,  1.46it/s, loss=0.703, pair=0.013, adv=4.284, sprd=0.023]
Ep 035/60 [S2:+mat]:  57%|█▋ | 191/333 [02:12<01:37,  1.46it/s, loss=0.672, pair=0.008, adv=3.807, sprd=0.019]
Ep 035/60 [S2:+mat]:  58%|█▋ | 192/333 [02:12<01:31,  1.54it/s, loss=0.672, pair=0.008, adv=3.807, sprd=0.019]
Ep 035/60 [S2:+mat]:  58%|█▋ | 192/333 [02:13<01:31,  1.54it/s, loss=0.727, pair=0.009, adv=4.007, sprd=0.026]
Ep 035/60 [S2:+mat]:  58%|█▋ | 193/333 [02:13<01:37,  1.44it/s, loss=0.727, pair=0.009, adv=4.007, sprd=0.026]
Ep 035/60 [S2:+mat]:  58%|█▋ | 193/333 [02:14<01:37,  1.44it/s, loss=0.694, pair=0.012, adv=3.698, sprd=0.025]
Ep 035/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:32,  1.50it/s, loss=0.694, pair=0.012, adv=3.698, sprd=0.025]
Ep 035/60 [S2:+mat]:  58%|█▋ | 194/333 [02:14<01:32,  1.50it/s, loss=0.697, pair=0.003, adv=4.001, sprd=0.026]
Ep 035/60 [S2:+mat]:  59%|█▊ | 195/333 [02:14<01:36,  1.43it/s, loss=0.697, pair=0.003, adv=4.001, sprd=0.026]
Ep 035/60 [S2:+mat]:  59%|█▊ | 195/333 [02:15<01:36,  1.43it/s, loss=0.677, pair=0.022, adv=3.613, sprd=0.021]
Ep 035/60 [S2:+mat]:  59%|█▊ | 196/333 [02:15<01:31,  1.50it/s, loss=0.677, pair=0.022, adv=3.613, sprd=0.021]
Ep 035/60 [S2:+mat]:  59%|█▊ | 196/333 [02:16<01:31,  1.50it/s, loss=0.719, pair=0.001, adv=3.924, sprd=0.033]
Ep 035/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:34,  1.43it/s, loss=0.719, pair=0.001, adv=3.924, sprd=0.033]
Ep 035/60 [S2:+mat]:  59%|█▊ | 197/333 [02:16<01:34,  1.43it/s, loss=0.707, pair=0.006, adv=3.723, sprd=0.027]
Ep 035/60 [S2:+mat]:  59%|█▊ | 198/333 [02:16<01:30,  1.48it/s, loss=0.707, pair=0.006, adv=3.723, sprd=0.027]
Ep 035/60 [S2:+mat]:  59%|█▊ | 198/333 [02:17<01:30,  1.48it/s, loss=0.699, pair=0.002, adv=3.959, sprd=0.022]
Ep 035/60 [S2:+mat]:  60%|█▊ | 199/333 [02:17<01:38,  1.36it/s, loss=0.699, pair=0.002, adv=3.959, sprd=0.022]
Ep 035/60 [S2:+mat]:  60%|█▊ | 199/333 [02:18<01:38,  1.36it/s, loss=0.703, pair=0.008, adv=4.029, sprd=0.023]
Ep 035/60 [S2:+mat]:  60%|█▊ | 200/333 [02:18<01:31,  1.45it/s, loss=0.703, pair=0.008, adv=4.029, sprd=0.023]
Ep 035/60 [S2:+mat]:  60%|█▊ | 200/333 [02:19<01:31,  1.45it/s, loss=0.665, pair=0.026, adv=3.606, sprd=0.016]
Ep 035/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:38,  1.34it/s, loss=0.665, pair=0.026, adv=3.606, sprd=0.016]
Ep 035/60 [S2:+mat]:  60%|█▊ | 201/333 [02:19<01:38,  1.34it/s, loss=0.716, pair=0.020, adv=3.994, sprd=0.030]
Ep 035/60 [S2:+mat]:  61%|█▊ | 202/333 [02:19<01:32,  1.41it/s, loss=0.716, pair=0.020, adv=3.994, sprd=0.030]
Ep 035/60 [S2:+mat]:  61%|█▊ | 202/333 [02:20<01:32,  1.41it/s, loss=0.691, pair=0.017, adv=3.864, sprd=0.022]
Ep 035/60 [S2:+mat]:  61%|█▊ | 203/333 [02:20<01:32,  1.40it/s, loss=0.691, pair=0.017, adv=3.864, sprd=0.022]
Ep 035/60 [S2:+mat]:  61%|█▊ | 203/333 [02:21<01:32,  1.40it/s, loss=0.683, pair=0.003, adv=3.710, sprd=0.023]
Ep 035/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.46it/s, loss=0.683, pair=0.003, adv=3.710, sprd=0.023]
Ep 035/60 [S2:+mat]:  61%|█▊ | 204/333 [02:21<01:28,  1.46it/s, loss=0.702, pair=0.024, adv=3.609, sprd=0.022]
Ep 035/60 [S2:+mat]:  62%|█▊ | 205/333 [02:21<01:28,  1.44it/s, loss=0.702, pair=0.024, adv=3.609, sprd=0.022]
Ep 035/60 [S2:+mat]:  62%|█▊ | 205/333 [02:22<01:28,  1.44it/s, loss=0.679, pair=0.003, adv=3.840, sprd=0.021]
Ep 035/60 [S2:+mat]:  62%|█▊ | 206/333 [02:22<01:24,  1.50it/s, loss=0.679, pair=0.003, adv=3.840, sprd=0.021]
Ep 035/60 [S2:+mat]:  62%|█▊ | 206/333 [02:23<01:24,  1.50it/s, loss=0.710, pair=0.015, adv=3.868, sprd=0.030]
Ep 035/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:29,  1.41it/s, loss=0.710, pair=0.015, adv=3.868, sprd=0.030]
Ep 035/60 [S2:+mat]:  62%|█▊ | 207/333 [02:23<01:29,  1.41it/s, loss=0.684, pair=0.017, adv=3.761, sprd=0.021]
Ep 035/60 [S2:+mat]:  62%|█▊ | 208/333 [02:23<01:23,  1.50it/s, loss=0.684, pair=0.017, adv=3.761, sprd=0.021]
Ep 035/60 [S2:+mat]:  62%|█▊ | 208/333 [02:24<01:23,  1.50it/s, loss=0.767, pair=0.010, adv=4.281, sprd=0.021]
Ep 035/60 [S2:+mat]:  63%|█▉ | 209/333 [02:24<01:25,  1.46it/s, loss=0.767, pair=0.010, adv=4.281, sprd=0.021]
Ep 035/60 [S2:+mat]:  63%|█▉ | 209/333 [02:25<01:25,  1.46it/s, loss=0.681, pair=0.005, adv=3.588, sprd=0.018]
Ep 035/60 [S2:+mat]:  63%|█▉ | 210/333 [02:25<01:20,  1.54it/s, loss=0.681, pair=0.005, adv=3.588, sprd=0.018]
Ep 035/60 [S2:+mat]:  63%|█▉ | 210/333 [02:26<01:20,  1.54it/s, loss=0.677, pair=0.017, adv=3.789, sprd=0.019]
Ep 035/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.677, pair=0.017, adv=3.789, sprd=0.019]
Ep 035/60 [S2:+mat]:  63%|█▉ | 211/333 [02:26<01:25,  1.43it/s, loss=0.673, pair=0.025, adv=3.778, sprd=0.018]
Ep 035/60 [S2:+mat]:  64%|█▉ | 212/333 [02:26<01:19,  1.52it/s, loss=0.673, pair=0.025, adv=3.778, sprd=0.018]
Ep 035/60 [S2:+mat]:  64%|█▉ | 212/333 [02:27<01:19,  1.52it/s, loss=0.708, pair=0.004, adv=4.167, sprd=0.026]
Ep 035/60 [S2:+mat]:  64%|█▉ | 213/333 [02:27<01:25,  1.41it/s, loss=0.708, pair=0.004, adv=4.167, sprd=0.026]
Ep 035/60 [S2:+mat]:  64%|█▉ | 213/333 [02:28<01:25,  1.41it/s, loss=0.692, pair=0.006, adv=3.983, sprd=0.024]
Ep 035/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.48it/s, loss=0.692, pair=0.006, adv=3.983, sprd=0.024]
Ep 035/60 [S2:+mat]:  64%|█▉ | 214/333 [02:28<01:20,  1.48it/s, loss=0.688, pair=0.006, adv=3.840, sprd=0.021]
Ep 035/60 [S2:+mat]:  65%|█▉ | 215/333 [02:28<01:21,  1.44it/s, loss=0.688, pair=0.006, adv=3.840, sprd=0.021]
Ep 035/60 [S2:+mat]:  65%|█▉ | 215/333 [02:29<01:21,  1.44it/s, loss=0.694, pair=0.001, adv=3.854, sprd=0.027]
Ep 035/60 [S2:+mat]:  65%|█▉ | 216/333 [02:29<01:17,  1.50it/s, loss=0.694, pair=0.001, adv=3.854, sprd=0.027]
Ep 035/60 [S2:+mat]:  65%|█▉ | 216/333 [02:30<01:17,  1.50it/s, loss=0.682, pair=0.015, adv=3.627, sprd=0.018]
Ep 035/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:21,  1.43it/s, loss=0.682, pair=0.015, adv=3.627, sprd=0.018]
Ep 035/60 [S2:+mat]:  65%|█▉ | 217/333 [02:30<01:21,  1.43it/s, loss=0.668, pair=0.013, adv=3.610, sprd=0.019]
Ep 035/60 [S2:+mat]:  65%|█▉ | 218/333 [02:30<01:16,  1.51it/s, loss=0.668, pair=0.013, adv=3.610, sprd=0.019]
Ep 035/60 [S2:+mat]:  65%|█▉ | 218/333 [02:31<01:16,  1.51it/s, loss=0.708, pair=0.004, adv=3.876, sprd=0.024]
Ep 035/60 [S2:+mat]:  66%|█▉ | 219/333 [02:31<01:20,  1.42it/s, loss=0.708, pair=0.004, adv=3.876, sprd=0.024]
Ep 035/60 [S2:+mat]:  66%|█▉ | 219/333 [02:32<01:20,  1.42it/s, loss=0.679, pair=0.008, adv=3.948, sprd=0.021]
Ep 035/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:14,  1.52it/s, loss=0.679, pair=0.008, adv=3.948, sprd=0.021]
Ep 035/60 [S2:+mat]:  66%|█▉ | 220/333 [02:32<01:14,  1.52it/s, loss=0.690, pair=0.041, adv=3.666, sprd=0.022]
Ep 035/60 [S2:+mat]:  66%|█▉ | 221/333 [02:32<01:17,  1.45it/s, loss=0.690, pair=0.041, adv=3.666, sprd=0.022]
Ep 035/60 [S2:+mat]:  66%|█▉ | 221/333 [02:33<01:17,  1.45it/s, loss=0.668, pair=0.022, adv=3.962, sprd=0.017]
Ep 035/60 [S2:+mat]:  67%|██ | 222/333 [02:33<01:12,  1.54it/s, loss=0.668, pair=0.022, adv=3.962, sprd=0.017]
Ep 035/60 [S2:+mat]:  67%|██ | 222/333 [02:34<01:12,  1.54it/s, loss=0.792, pair=0.008, adv=4.250, sprd=0.028]
Ep 035/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:16,  1.44it/s, loss=0.792, pair=0.008, adv=4.250, sprd=0.028]
Ep 035/60 [S2:+mat]:  67%|██ | 223/333 [02:34<01:16,  1.44it/s, loss=0.684, pair=0.004, adv=3.882, sprd=0.023]
Ep 035/60 [S2:+mat]:  67%|██ | 224/333 [02:34<01:12,  1.50it/s, loss=0.684, pair=0.004, adv=3.882, sprd=0.023]
Ep 035/60 [S2:+mat]:  67%|██ | 224/333 [02:35<01:12,  1.50it/s, loss=0.701, pair=0.006, adv=3.884, sprd=0.025]
Ep 035/60 [S2:+mat]:  68%|██ | 225/333 [02:35<01:14,  1.45it/s, loss=0.701, pair=0.006, adv=3.884, sprd=0.025]
Ep 035/60 [S2:+mat]:  68%|██ | 225/333 [02:36<01:14,  1.45it/s, loss=0.692, pair=0.003, adv=3.665, sprd=0.024]
Ep 035/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:10,  1.52it/s, loss=0.692, pair=0.003, adv=3.665, sprd=0.024]
Ep 035/60 [S2:+mat]:  68%|██ | 226/333 [02:36<01:10,  1.52it/s, loss=0.704, pair=0.003, adv=4.118, sprd=0.028]
Ep 035/60 [S2:+mat]:  68%|██ | 227/333 [02:36<01:12,  1.47it/s, loss=0.704, pair=0.003, adv=4.118, sprd=0.028]
Ep 035/60 [S2:+mat]:  68%|██ | 227/333 [02:37<01:12,  1.47it/s, loss=0.675, pair=0.009, adv=3.919, sprd=0.022]
Ep 035/60 [S2:+mat]:  68%|██ | 228/333 [02:37<01:08,  1.54it/s, loss=0.675, pair=0.009, adv=3.919, sprd=0.022]
Ep 035/60 [S2:+mat]:  68%|██ | 228/333 [02:38<01:08,  1.54it/s, loss=0.668, pair=0.005, adv=3.808, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:11,  1.46it/s, loss=0.668, pair=0.005, adv=3.808, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 229/333 [02:38<01:11,  1.46it/s, loss=0.679, pair=0.012, adv=4.063, sprd=0.022]
Ep 035/60 [S2:+mat]:  69%|██ | 230/333 [02:38<01:07,  1.52it/s, loss=0.679, pair=0.012, adv=4.063, sprd=0.022]
Ep 035/60 [S2:+mat]:  69%|██ | 230/333 [02:39<01:07,  1.52it/s, loss=0.670, pair=0.015, adv=3.995, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 231/333 [02:39<01:10,  1.44it/s, loss=0.670, pair=0.015, adv=3.995, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 231/333 [02:40<01:10,  1.44it/s, loss=0.699, pair=0.004, adv=3.899, sprd=0.022]
Ep 035/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:06,  1.53it/s, loss=0.699, pair=0.004, adv=3.899, sprd=0.022]
Ep 035/60 [S2:+mat]:  70%|██ | 232/333 [02:40<01:06,  1.53it/s, loss=0.678, pair=0.001, adv=3.955, sprd=0.021]
Ep 035/60 [S2:+mat]:  70%|██ | 233/333 [02:40<01:08,  1.45it/s, loss=0.678, pair=0.001, adv=3.955, sprd=0.021]
Ep 035/60 [S2:+mat]:  70%|██ | 233/333 [02:41<01:08,  1.45it/s, loss=0.687, pair=0.003, adv=4.093, sprd=0.023]
Ep 035/60 [S2:+mat]:  70%|██ | 234/333 [02:41<01:05,  1.51it/s, loss=0.687, pair=0.003, adv=4.093, sprd=0.023]
Ep 035/60 [S2:+mat]:  70%|██ | 234/333 [02:42<01:05,  1.51it/s, loss=0.720, pair=0.010, adv=4.144, sprd=0.031]
Ep 035/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.42it/s, loss=0.720, pair=0.010, adv=4.144, sprd=0.031]
Ep 035/60 [S2:+mat]:  71%|██ | 235/333 [02:42<01:08,  1.42it/s, loss=0.696, pair=0.011, adv=4.130, sprd=0.026]
Ep 035/60 [S2:+mat]:  71%|██▏| 236/333 [02:42<01:05,  1.48it/s, loss=0.696, pair=0.011, adv=4.130, sprd=0.026]
Ep 035/60 [S2:+mat]:  71%|██▏| 236/333 [02:43<01:05,  1.48it/s, loss=0.693, pair=0.014, adv=3.682, sprd=0.021]
Ep 035/60 [S2:+mat]:  71%|██▏| 237/333 [02:43<01:07,  1.43it/s, loss=0.693, pair=0.014, adv=3.682, sprd=0.021]
Ep 035/60 [S2:+mat]:  71%|██▏| 237/333 [02:44<01:07,  1.43it/s, loss=0.685, pair=0.014, adv=4.006, sprd=0.020]
Ep 035/60 [S2:+mat]:  71%|██▏| 238/333 [02:44<01:03,  1.51it/s, loss=0.685, pair=0.014, adv=4.006, sprd=0.020]
Ep 035/60 [S2:+mat]:  71%|██▏| 238/333 [02:45<01:03,  1.51it/s, loss=0.751, pair=0.011, adv=3.692, sprd=0.017]
Ep 035/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:04,  1.46it/s, loss=0.751, pair=0.011, adv=3.692, sprd=0.017]
Ep 035/60 [S2:+mat]:  72%|██▏| 239/333 [02:45<01:04,  1.46it/s, loss=0.706, pair=0.006, adv=3.853, sprd=0.027]
Ep 035/60 [S2:+mat]:  72%|██▏| 240/333 [02:45<01:02,  1.49it/s, loss=0.706, pair=0.006, adv=3.853, sprd=0.027]
Ep 035/60 [S2:+mat]:  72%|██▏| 240/333 [02:46<01:02,  1.49it/s, loss=0.706, pair=0.009, adv=4.197, sprd=0.026]
Ep 035/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.43it/s, loss=0.706, pair=0.009, adv=4.197, sprd=0.026]
Ep 035/60 [S2:+mat]:  72%|██▏| 241/333 [02:46<01:04,  1.43it/s, loss=0.675, pair=0.005, adv=3.926, sprd=0.017]
Ep 035/60 [S2:+mat]:  73%|██▏| 242/333 [02:46<01:00,  1.50it/s, loss=0.675, pair=0.005, adv=3.926, sprd=0.017]
Ep 035/60 [S2:+mat]:  73%|██▏| 242/333 [02:47<01:00,  1.50it/s, loss=0.690, pair=0.019, adv=3.510, sprd=0.020]
Ep 035/60 [S2:+mat]:  73%|██▏| 243/333 [02:47<01:02,  1.45it/s, loss=0.690, pair=0.019, adv=3.510, sprd=0.020]
Ep 035/60 [S2:+mat]:  73%|██▏| 243/333 [02:48<01:02,  1.45it/s, loss=0.709, pair=0.005, adv=3.707, sprd=0.029]
Ep 035/60 [S2:+mat]:  73%|██▏| 244/333 [02:48<00:59,  1.50it/s, loss=0.709, pair=0.005, adv=3.707, sprd=0.029]
Ep 035/60 [S2:+mat]:  73%|██▏| 244/333 [02:49<00:59,  1.50it/s, loss=0.696, pair=0.005, adv=3.621, sprd=0.024]
Ep 035/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:02,  1.40it/s, loss=0.696, pair=0.005, adv=3.621, sprd=0.024]
Ep 035/60 [S2:+mat]:  74%|██▏| 245/333 [02:49<01:02,  1.40it/s, loss=0.695, pair=0.001, adv=4.035, sprd=0.023]
Ep 035/60 [S2:+mat]:  74%|██▏| 246/333 [02:49<00:59,  1.46it/s, loss=0.695, pair=0.001, adv=4.035, sprd=0.023]
Ep 035/60 [S2:+mat]:  74%|██▏| 246/333 [02:50<00:59,  1.46it/s, loss=0.706, pair=0.000, adv=4.037, sprd=0.021]
Ep 035/60 [S2:+mat]:  74%|██▏| 247/333 [02:50<01:01,  1.39it/s, loss=0.706, pair=0.000, adv=4.037, sprd=0.021]
Ep 035/60 [S2:+mat]:  74%|██▏| 247/333 [02:51<01:01,  1.39it/s, loss=0.684, pair=0.001, adv=3.710, sprd=0.023]
Ep 035/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:58,  1.46it/s, loss=0.684, pair=0.001, adv=3.710, sprd=0.023]
Ep 035/60 [S2:+mat]:  74%|██▏| 248/333 [02:51<00:58,  1.46it/s, loss=0.761, pair=0.026, adv=3.749, sprd=0.021]
Ep 035/60 [S2:+mat]:  75%|██▏| 249/333 [02:51<00:59,  1.42it/s, loss=0.761, pair=0.026, adv=3.749, sprd=0.021]
Ep 035/60 [S2:+mat]:  75%|██▏| 249/333 [02:52<00:59,  1.42it/s, loss=0.695, pair=0.032, adv=3.486, sprd=0.023]
Ep 035/60 [S2:+mat]:  75%|██▎| 250/333 [02:52<00:56,  1.48it/s, loss=0.695, pair=0.032, adv=3.486, sprd=0.023]
Ep 035/60 [S2:+mat]:  75%|██▎| 250/333 [02:53<00:56,  1.48it/s, loss=0.686, pair=0.016, adv=3.669, sprd=0.018]
Ep 035/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.43it/s, loss=0.686, pair=0.016, adv=3.669, sprd=0.018]
Ep 035/60 [S2:+mat]:  75%|██▎| 251/333 [02:53<00:57,  1.43it/s, loss=0.709, pair=0.006, adv=3.949, sprd=0.028]
Ep 035/60 [S2:+mat]:  76%|██▎| 252/333 [02:53<00:54,  1.48it/s, loss=0.709, pair=0.006, adv=3.949, sprd=0.028]
Ep 035/60 [S2:+mat]:  76%|██▎| 252/333 [02:54<00:54,  1.48it/s, loss=0.696, pair=0.030, adv=3.816, sprd=0.022]
Ep 035/60 [S2:+mat]:  76%|██▎| 253/333 [02:54<00:57,  1.39it/s, loss=0.696, pair=0.030, adv=3.816, sprd=0.022]
Ep 035/60 [S2:+mat]:  76%|██▎| 253/333 [02:55<00:57,  1.39it/s, loss=0.701, pair=0.002, adv=4.168, sprd=0.026]
Ep 035/60 [S2:+mat]:  76%|██▎| 254/333 [02:55<00:54,  1.46it/s, loss=0.701, pair=0.002, adv=4.168, sprd=0.026]
Ep 035/60 [S2:+mat]:  76%|██▎| 254/333 [02:56<00:54,  1.46it/s, loss=0.696, pair=0.013, adv=4.215, sprd=0.021]
Ep 035/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:55,  1.41it/s, loss=0.696, pair=0.013, adv=4.215, sprd=0.021]
Ep 035/60 [S2:+mat]:  77%|██▎| 255/333 [02:56<00:55,  1.41it/s, loss=0.731, pair=0.023, adv=3.797, sprd=0.030]
Ep 035/60 [S2:+mat]:  77%|██▎| 256/333 [02:56<00:52,  1.46it/s, loss=0.731, pair=0.023, adv=3.797, sprd=0.030]
Ep 035/60 [S2:+mat]:  77%|██▎| 256/333 [02:57<00:52,  1.46it/s, loss=0.671, pair=0.020, adv=3.845, sprd=0.019]
Ep 035/60 [S2:+mat]:  77%|██▎| 257/333 [02:57<00:54,  1.40it/s, loss=0.671, pair=0.020, adv=3.845, sprd=0.019]
Ep 035/60 [S2:+mat]:  77%|██▎| 257/333 [02:58<00:54,  1.40it/s, loss=0.672, pair=0.019, adv=3.707, sprd=0.019]
Ep 035/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.48it/s, loss=0.672, pair=0.019, adv=3.707, sprd=0.019]
Ep 035/60 [S2:+mat]:  77%|██▎| 258/333 [02:58<00:50,  1.48it/s, loss=0.709, pair=0.019, adv=4.017, sprd=0.024]
Ep 035/60 [S2:+mat]:  78%|██▎| 259/333 [02:58<00:54,  1.36it/s, loss=0.709, pair=0.019, adv=4.017, sprd=0.024]
Ep 035/60 [S2:+mat]:  78%|██▎| 259/333 [02:59<00:54,  1.36it/s, loss=0.692, pair=0.003, adv=3.785, sprd=0.025]
Ep 035/60 [S2:+mat]:  78%|██▎| 260/333 [02:59<00:50,  1.44it/s, loss=0.692, pair=0.003, adv=3.785, sprd=0.025]
Ep 035/60 [S2:+mat]:  78%|██▎| 260/333 [03:00<00:50,  1.44it/s, loss=0.760, pair=0.008, adv=3.726, sprd=0.024]
Ep 035/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:51,  1.41it/s, loss=0.760, pair=0.008, adv=3.726, sprd=0.024]
Ep 035/60 [S2:+mat]:  78%|██▎| 261/333 [03:00<00:51,  1.41it/s, loss=0.689, pair=0.011, adv=3.436, sprd=0.021]
Ep 035/60 [S2:+mat]:  79%|██▎| 262/333 [03:00<00:48,  1.47it/s, loss=0.689, pair=0.011, adv=3.436, sprd=0.021]
Ep 035/60 [S2:+mat]:  79%|██▎| 262/333 [03:01<00:48,  1.47it/s, loss=0.706, pair=0.011, adv=3.319, sprd=0.022]
Ep 035/60 [S2:+mat]:  79%|██▎| 263/333 [03:01<00:51,  1.37it/s, loss=0.706, pair=0.011, adv=3.319, sprd=0.022]
Ep 035/60 [S2:+mat]:  79%|██▎| 263/333 [03:02<00:51,  1.37it/s, loss=0.680, pair=0.003, adv=3.476, sprd=0.021]
Ep 035/60 [S2:+mat]:  79%|██▍| 264/333 [03:02<00:47,  1.45it/s, loss=0.680, pair=0.003, adv=3.476, sprd=0.021]
Ep 035/60 [S2:+mat]:  79%|██▍| 264/333 [03:03<00:47,  1.45it/s, loss=0.705, pair=0.016, adv=4.034, sprd=0.020]
Ep 035/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:50,  1.36it/s, loss=0.705, pair=0.016, adv=4.034, sprd=0.020]
Ep 035/60 [S2:+mat]:  80%|██▍| 265/333 [03:03<00:50,  1.36it/s, loss=0.694, pair=0.007, adv=3.980, sprd=0.024]
Ep 035/60 [S2:+mat]:  80%|██▍| 266/333 [03:03<00:46,  1.43it/s, loss=0.694, pair=0.007, adv=3.980, sprd=0.024]
Ep 035/60 [S2:+mat]:  80%|██▍| 266/333 [03:04<00:46,  1.43it/s, loss=0.692, pair=0.017, adv=4.041, sprd=0.021]
Ep 035/60 [S2:+mat]:  80%|██▍| 267/333 [03:04<00:47,  1.38it/s, loss=0.692, pair=0.017, adv=4.041, sprd=0.021]
Ep 035/60 [S2:+mat]:  80%|██▍| 267/333 [03:05<00:47,  1.38it/s, loss=0.694, pair=0.004, adv=3.799, sprd=0.024]
Ep 035/60 [S2:+mat]:  80%|██▍| 268/333 [03:05<00:45,  1.44it/s, loss=0.694, pair=0.004, adv=3.799, sprd=0.024]
Ep 035/60 [S2:+mat]:  80%|██▍| 268/333 [03:06<00:45,  1.44it/s, loss=0.718, pair=0.009, adv=4.131, sprd=0.029]
Ep 035/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:46,  1.38it/s, loss=0.718, pair=0.009, adv=4.131, sprd=0.029]
Ep 035/60 [S2:+mat]:  81%|██▍| 269/333 [03:06<00:46,  1.38it/s, loss=0.705, pair=0.006, adv=3.890, sprd=0.025]
Ep 035/60 [S2:+mat]:  81%|██▍| 270/333 [03:06<00:43,  1.45it/s, loss=0.705, pair=0.006, adv=3.890, sprd=0.025]
Ep 035/60 [S2:+mat]:  81%|██▍| 270/333 [03:07<00:43,  1.45it/s, loss=0.688, pair=0.016, adv=3.880, sprd=0.020]
Ep 035/60 [S2:+mat]:  81%|██▍| 271/333 [03:07<00:44,  1.39it/s, loss=0.688, pair=0.016, adv=3.880, sprd=0.020]
Ep 035/60 [S2:+mat]:  81%|██▍| 271/333 [03:08<00:44,  1.39it/s, loss=0.681, pair=0.009, adv=3.532, sprd=0.020]
Ep 035/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.46it/s, loss=0.681, pair=0.009, adv=3.532, sprd=0.020]
Ep 035/60 [S2:+mat]:  82%|██▍| 272/333 [03:08<00:41,  1.46it/s, loss=0.684, pair=0.008, adv=3.552, sprd=0.022]
Ep 035/60 [S2:+mat]:  82%|██▍| 273/333 [03:08<00:42,  1.40it/s, loss=0.684, pair=0.008, adv=3.552, sprd=0.022]
Ep 035/60 [S2:+mat]:  82%|██▍| 273/333 [03:09<00:42,  1.40it/s, loss=0.712, pair=0.013, adv=3.523, sprd=0.028]
Ep 035/60 [S2:+mat]:  82%|██▍| 274/333 [03:09<00:40,  1.47it/s, loss=0.712, pair=0.013, adv=3.523, sprd=0.028]
Ep 035/60 [S2:+mat]:  82%|██▍| 274/333 [03:10<00:40,  1.47it/s, loss=0.692, pair=0.020, adv=4.054, sprd=0.019]
Ep 035/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:42,  1.35it/s, loss=0.692, pair=0.020, adv=4.054, sprd=0.019]
Ep 035/60 [S2:+mat]:  83%|██▍| 275/333 [03:10<00:42,  1.35it/s, loss=0.679, pair=0.011, adv=3.739, sprd=0.021]
Ep 035/60 [S2:+mat]:  83%|██▍| 276/333 [03:10<00:39,  1.44it/s, loss=0.679, pair=0.011, adv=3.739, sprd=0.021]
Ep 035/60 [S2:+mat]:  83%|██▍| 276/333 [03:11<00:39,  1.44it/s, loss=0.771, pair=0.003, adv=3.744, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▍| 277/333 [03:11<00:40,  1.38it/s, loss=0.771, pair=0.003, adv=3.744, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▍| 277/333 [03:12<00:40,  1.38it/s, loss=0.701, pair=0.021, adv=3.435, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▌| 278/333 [03:12<00:37,  1.46it/s, loss=0.701, pair=0.021, adv=3.435, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▌| 278/333 [03:13<00:37,  1.46it/s, loss=0.690, pair=0.023, adv=3.384, sprd=0.020]
Ep 035/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:38,  1.41it/s, loss=0.690, pair=0.023, adv=3.384, sprd=0.020]
Ep 035/60 [S2:+mat]:  84%|██▌| 279/333 [03:13<00:38,  1.41it/s, loss=0.690, pair=0.004, adv=4.034, sprd=0.024]
Ep 035/60 [S2:+mat]:  84%|██▌| 280/333 [03:13<00:35,  1.48it/s, loss=0.690, pair=0.004, adv=4.034, sprd=0.024]
Ep 035/60 [S2:+mat]:  84%|██▌| 280/333 [03:14<00:35,  1.48it/s, loss=0.714, pair=0.008, adv=3.811, sprd=0.025]
Ep 035/60 [S2:+mat]:  84%|██▌| 281/333 [03:14<00:36,  1.41it/s, loss=0.714, pair=0.008, adv=3.811, sprd=0.025]
Ep 035/60 [S2:+mat]:  84%|██▌| 281/333 [03:15<00:36,  1.41it/s, loss=0.691, pair=0.015, adv=3.922, sprd=0.023]
Ep 035/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.47it/s, loss=0.691, pair=0.015, adv=3.922, sprd=0.023]
Ep 035/60 [S2:+mat]:  85%|██▌| 282/333 [03:15<00:34,  1.47it/s, loss=0.688, pair=0.009, adv=3.944, sprd=0.019]
Ep 035/60 [S2:+mat]:  85%|██▌| 283/333 [03:15<00:35,  1.41it/s, loss=0.688, pair=0.009, adv=3.944, sprd=0.019]
Ep 035/60 [S2:+mat]:  85%|██▌| 283/333 [03:16<00:35,  1.41it/s, loss=0.685, pair=0.000, adv=3.942, sprd=0.023]
Ep 035/60 [S2:+mat]:  85%|██▌| 284/333 [03:16<00:33,  1.46it/s, loss=0.685, pair=0.000, adv=3.942, sprd=0.023]
Ep 035/60 [S2:+mat]:  85%|██▌| 284/333 [03:17<00:33,  1.46it/s, loss=0.705, pair=0.004, adv=4.290, sprd=0.027]
Ep 035/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.43it/s, loss=0.705, pair=0.004, adv=4.290, sprd=0.027]
Ep 035/60 [S2:+mat]:  86%|██▌| 285/333 [03:17<00:33,  1.43it/s, loss=0.681, pair=0.023, adv=3.615, sprd=0.018]
Ep 035/60 [S2:+mat]:  86%|██▌| 286/333 [03:17<00:31,  1.51it/s, loss=0.681, pair=0.023, adv=3.615, sprd=0.018]
Ep 035/60 [S2:+mat]:  86%|██▌| 286/333 [03:18<00:31,  1.51it/s, loss=0.700, pair=0.003, adv=3.588, sprd=0.022]
Ep 035/60 [S2:+mat]:  86%|██▌| 287/333 [03:18<00:32,  1.42it/s, loss=0.700, pair=0.003, adv=3.588, sprd=0.022]
Ep 035/60 [S2:+mat]:  86%|██▌| 287/333 [03:19<00:32,  1.42it/s, loss=0.678, pair=0.011, adv=3.805, sprd=0.020]
Ep 035/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:29,  1.50it/s, loss=0.678, pair=0.011, adv=3.805, sprd=0.020]
Ep 035/60 [S2:+mat]:  86%|██▌| 288/333 [03:19<00:29,  1.50it/s, loss=0.730, pair=0.005, adv=3.987, sprd=0.032]
Ep 035/60 [S2:+mat]:  87%|██▌| 289/333 [03:19<00:31,  1.40it/s, loss=0.730, pair=0.005, adv=3.987, sprd=0.032]
Ep 035/60 [S2:+mat]:  87%|██▌| 289/333 [03:20<00:31,  1.40it/s, loss=0.696, pair=0.019, adv=4.089, sprd=0.023]
Ep 035/60 [S2:+mat]:  87%|██▌| 290/333 [03:20<00:29,  1.47it/s, loss=0.696, pair=0.019, adv=4.089, sprd=0.023]
Ep 035/60 [S2:+mat]:  87%|██▌| 290/333 [03:21<00:29,  1.47it/s, loss=0.698, pair=0.007, adv=3.835, sprd=0.024]
Ep 035/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.42it/s, loss=0.698, pair=0.007, adv=3.835, sprd=0.024]
Ep 035/60 [S2:+mat]:  87%|██▌| 291/333 [03:21<00:29,  1.42it/s, loss=0.692, pair=0.013, adv=3.803, sprd=0.021]
Ep 035/60 [S2:+mat]:  88%|██▋| 292/333 [03:21<00:27,  1.49it/s, loss=0.692, pair=0.013, adv=3.803, sprd=0.021]
Ep 035/60 [S2:+mat]:  88%|██▋| 292/333 [03:22<00:27,  1.49it/s, loss=0.698, pair=0.010, adv=3.599, sprd=0.026]
Ep 035/60 [S2:+mat]:  88%|██▋| 293/333 [03:22<00:27,  1.43it/s, loss=0.698, pair=0.010, adv=3.599, sprd=0.026]
Ep 035/60 [S2:+mat]:  88%|██▋| 293/333 [03:23<00:27,  1.43it/s, loss=0.688, pair=0.018, adv=3.526, sprd=0.023]
Ep 035/60 [S2:+mat]:  88%|██▋| 294/333 [03:23<00:25,  1.50it/s, loss=0.688, pair=0.018, adv=3.526, sprd=0.023]
Ep 035/60 [S2:+mat]:  88%|██▋| 294/333 [03:24<00:25,  1.50it/s, loss=0.770, pair=0.032, adv=4.165, sprd=0.019]
Ep 035/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.45it/s, loss=0.770, pair=0.032, adv=4.165, sprd=0.019]
Ep 035/60 [S2:+mat]:  89%|██▋| 295/333 [03:24<00:26,  1.45it/s, loss=0.708, pair=0.013, adv=3.679, sprd=0.025]
Ep 035/60 [S2:+mat]:  89%|██▋| 296/333 [03:24<00:25,  1.48it/s, loss=0.708, pair=0.013, adv=3.679, sprd=0.025]
Ep 035/60 [S2:+mat]:  89%|██▋| 296/333 [03:25<00:25,  1.48it/s, loss=0.723, pair=0.008, adv=3.657, sprd=0.028]
Ep 035/60 [S2:+mat]:  89%|██▋| 297/333 [03:25<00:25,  1.41it/s, loss=0.723, pair=0.008, adv=3.657, sprd=0.028]
Ep 035/60 [S2:+mat]:  89%|██▋| 297/333 [03:26<00:25,  1.41it/s, loss=0.653, pair=0.011, adv=3.613, sprd=0.016]
Ep 035/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.51it/s, loss=0.653, pair=0.011, adv=3.613, sprd=0.016]
Ep 035/60 [S2:+mat]:  89%|██▋| 298/333 [03:26<00:23,  1.51it/s, loss=0.711, pair=0.006, adv=3.748, sprd=0.026]
Ep 035/60 [S2:+mat]:  90%|██▋| 299/333 [03:26<00:23,  1.45it/s, loss=0.711, pair=0.006, adv=3.748, sprd=0.026]
Ep 035/60 [S2:+mat]:  90%|██▋| 299/333 [03:27<00:23,  1.45it/s, loss=0.711, pair=0.001, adv=3.645, sprd=0.028]
Ep 035/60 [S2:+mat]:  90%|██▋| 300/333 [03:27<00:22,  1.50it/s, loss=0.711, pair=0.001, adv=3.645, sprd=0.028]
Ep 035/60 [S2:+mat]:  90%|██▋| 300/333 [03:28<00:22,  1.50it/s, loss=0.720, pair=0.005, adv=3.468, sprd=0.031]
Ep 035/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.42it/s, loss=0.720, pair=0.005, adv=3.468, sprd=0.031]
Ep 035/60 [S2:+mat]:  90%|██▋| 301/333 [03:28<00:22,  1.42it/s, loss=0.691, pair=0.014, adv=3.886, sprd=0.026]
Ep 035/60 [S2:+mat]:  91%|██▋| 302/333 [03:28<00:20,  1.49it/s, loss=0.691, pair=0.014, adv=3.886, sprd=0.026]
Ep 035/60 [S2:+mat]:  91%|██▋| 302/333 [03:29<00:20,  1.49it/s, loss=0.682, pair=0.033, adv=3.938, sprd=0.017]
Ep 035/60 [S2:+mat]:  91%|██▋| 303/333 [03:29<00:21,  1.39it/s, loss=0.682, pair=0.033, adv=3.938, sprd=0.017]
Ep 035/60 [S2:+mat]:  91%|██▋| 303/333 [03:30<00:21,  1.39it/s, loss=0.720, pair=0.012, adv=4.045, sprd=0.028]
Ep 035/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:20,  1.45it/s, loss=0.720, pair=0.012, adv=4.045, sprd=0.028]
Ep 035/60 [S2:+mat]:  91%|██▋| 304/333 [03:30<00:20,  1.45it/s, loss=0.702, pair=0.007, adv=3.821, sprd=0.027]
Ep 035/60 [S2:+mat]:  92%|██▋| 305/333 [03:30<00:19,  1.40it/s, loss=0.702, pair=0.007, adv=3.821, sprd=0.027]
Ep 035/60 [S2:+mat]:  92%|██▋| 305/333 [03:31<00:19,  1.40it/s, loss=0.680, pair=0.012, adv=4.110, sprd=0.021]
Ep 035/60 [S2:+mat]:  92%|██▊| 306/333 [03:31<00:18,  1.47it/s, loss=0.680, pair=0.012, adv=4.110, sprd=0.021]
Ep 035/60 [S2:+mat]:  92%|██▊| 306/333 [03:32<00:18,  1.47it/s, loss=0.687, pair=0.013, adv=3.636, sprd=0.024]
Ep 035/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.687, pair=0.013, adv=3.636, sprd=0.024]
Ep 035/60 [S2:+mat]:  92%|██▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.686, pair=0.008, adv=3.828, sprd=0.020]
Ep 035/60 [S2:+mat]:  92%|██▊| 308/333 [03:32<00:16,  1.50it/s, loss=0.686, pair=0.008, adv=3.828, sprd=0.020]
Ep 035/60 [S2:+mat]:  92%|██▊| 308/333 [03:33<00:16,  1.50it/s, loss=0.692, pair=0.002, adv=3.959, sprd=0.021]
Ep 035/60 [S2:+mat]:  93%|██▊| 309/333 [03:33<00:16,  1.41it/s, loss=0.692, pair=0.002, adv=3.959, sprd=0.021]
Ep 035/60 [S2:+mat]:  93%|██▊| 309/333 [03:34<00:16,  1.41it/s, loss=0.701, pair=0.004, adv=3.838, sprd=0.026]
Ep 035/60 [S2:+mat]:  93%|██▊| 310/333 [03:34<00:15,  1.48it/s, loss=0.701, pair=0.004, adv=3.838, sprd=0.026]
Ep 035/60 [S2:+mat]:  93%|██▊| 310/333 [03:35<00:15,  1.48it/s, loss=0.707, pair=0.007, adv=3.822, sprd=0.024]
Ep 035/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.40it/s, loss=0.707, pair=0.007, adv=3.822, sprd=0.024]
Ep 035/60 [S2:+mat]:  93%|██▊| 311/333 [03:35<00:15,  1.40it/s, loss=0.695, pair=0.016, adv=3.970, sprd=0.023]
Ep 035/60 [S2:+mat]:  94%|██▊| 312/333 [03:35<00:14,  1.47it/s, loss=0.695, pair=0.016, adv=3.970, sprd=0.023]
Ep 035/60 [S2:+mat]:  94%|██▊| 312/333 [03:36<00:14,  1.47it/s, loss=0.676, pair=0.013, adv=3.785, sprd=0.020]
Ep 035/60 [S2:+mat]:  94%|██▊| 313/333 [03:36<00:13,  1.43it/s, loss=0.676, pair=0.013, adv=3.785, sprd=0.020]
Ep 035/60 [S2:+mat]:  94%|██▊| 313/333 [03:37<00:13,  1.43it/s, loss=0.685, pair=0.009, adv=3.773, sprd=0.022]
Ep 035/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.49it/s, loss=0.685, pair=0.009, adv=3.773, sprd=0.022]
Ep 035/60 [S2:+mat]:  94%|██▊| 314/333 [03:37<00:12,  1.49it/s, loss=0.699, pair=0.004, adv=3.832, sprd=0.024]
Ep 035/60 [S2:+mat]:  95%|██▊| 315/333 [03:37<00:12,  1.41it/s, loss=0.699, pair=0.004, adv=3.832, sprd=0.024]
Ep 035/60 [S2:+mat]:  95%|██▊| 315/333 [03:38<00:12,  1.41it/s, loss=0.680, pair=0.008, adv=3.534, sprd=0.022]
Ep 035/60 [S2:+mat]:  95%|██▊| 316/333 [03:38<00:11,  1.48it/s, loss=0.680, pair=0.008, adv=3.534, sprd=0.022]
Ep 035/60 [S2:+mat]:  95%|██▊| 316/333 [03:39<00:11,  1.48it/s, loss=0.684, pair=0.007, adv=3.723, sprd=0.024]
Ep 035/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.43it/s, loss=0.684, pair=0.007, adv=3.723, sprd=0.024]
Ep 035/60 [S2:+mat]:  95%|██▊| 317/333 [03:39<00:11,  1.43it/s, loss=0.672, pair=0.003, adv=3.539, sprd=0.021]
Ep 035/60 [S2:+mat]:  95%|██▊| 318/333 [03:39<00:10,  1.50it/s, loss=0.672, pair=0.003, adv=3.539, sprd=0.021]
Ep 035/60 [S2:+mat]:  95%|██▊| 318/333 [03:40<00:10,  1.50it/s, loss=0.770, pair=0.003, adv=3.473, sprd=0.024]
Ep 035/60 [S2:+mat]:  96%|██▊| 319/333 [03:40<00:09,  1.43it/s, loss=0.770, pair=0.003, adv=3.473, sprd=0.024]
Ep 035/60 [S2:+mat]:  96%|██▊| 319/333 [03:41<00:09,  1.43it/s, loss=0.711, pair=0.002, adv=3.755, sprd=0.031]
Ep 035/60 [S2:+mat]:  96%|██▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.711, pair=0.002, adv=3.755, sprd=0.031]
Ep 035/60 [S2:+mat]:  96%|██▉| 320/333 [03:42<00:08,  1.47it/s, loss=0.705, pair=0.009, adv=3.703, sprd=0.024]
Ep 035/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.36it/s, loss=0.705, pair=0.009, adv=3.703, sprd=0.024]
Ep 035/60 [S2:+mat]:  96%|██▉| 321/333 [03:42<00:08,  1.36it/s, loss=0.668, pair=0.008, adv=3.715, sprd=0.019]
Ep 035/60 [S2:+mat]:  97%|██▉| 322/333 [03:42<00:07,  1.45it/s, loss=0.668, pair=0.008, adv=3.715, sprd=0.019]
Ep 035/60 [S2:+mat]:  97%|██▉| 322/333 [03:43<00:07,  1.45it/s, loss=0.679, pair=0.011, adv=3.685, sprd=0.020]
Ep 035/60 [S2:+mat]:  97%|██▉| 323/333 [03:43<00:07,  1.34it/s, loss=0.679, pair=0.011, adv=3.685, sprd=0.020]
Ep 035/60 [S2:+mat]:  97%|██▉| 323/333 [03:44<00:07,  1.34it/s, loss=0.708, pair=0.036, adv=3.502, sprd=0.026]
Ep 035/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.43it/s, loss=0.708, pair=0.036, adv=3.502, sprd=0.026]
Ep 035/60 [S2:+mat]:  97%|██▉| 324/333 [03:44<00:06,  1.43it/s, loss=0.700, pair=0.012, adv=3.776, sprd=0.023]
Ep 035/60 [S2:+mat]:  98%|██▉| 325/333 [03:44<00:05,  1.37it/s, loss=0.700, pair=0.012, adv=3.776, sprd=0.023]
Ep 035/60 [S2:+mat]:  98%|██▉| 325/333 [03:45<00:05,  1.37it/s, loss=0.695, pair=0.025, adv=3.876, sprd=0.022]
Ep 035/60 [S2:+mat]:  98%|██▉| 326/333 [03:45<00:04,  1.44it/s, loss=0.695, pair=0.025, adv=3.876, sprd=0.022]
Ep 035/60 [S2:+mat]:  98%|██▉| 326/333 [03:46<00:04,  1.44it/s, loss=0.687, pair=0.013, adv=3.626, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.687, pair=0.013, adv=3.626, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.685, pair=0.004, adv=3.702, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.685, pair=0.004, adv=3.702, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.688, pair=0.002, adv=3.841, sprd=0.019]
Ep 035/60 [S2:+mat]:  99%|██▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.688, pair=0.002, adv=3.841, sprd=0.019]
Ep 035/60 [S2:+mat]:  99%|██▉| 329/333 [03:48<00:02,  1.41it/s, loss=0.696, pair=0.008, adv=3.347, sprd=0.026]
Ep 035/60 [S2:+mat]:  99%|██▉| 330/333 [03:48<00:02,  1.46it/s, loss=0.696, pair=0.008, adv=3.347, sprd=0.026]
Ep 035/60 [S2:+mat]:  99%|██▉| 330/333 [03:49<00:02,  1.46it/s, loss=0.713, pair=0.007, adv=3.615, sprd=0.024]
Ep 035/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.35it/s, loss=0.713, pair=0.007, adv=3.615, sprd=0.024]
Ep 035/60 [S2:+mat]:  99%|██▉| 331/333 [03:49<00:01,  1.35it/s, loss=0.693, pair=0.007, adv=3.659, sprd=0.024]
Ep 035/60 [S2:+mat]: 100%|██▉| 332/333 [03:49<00:00,  1.43it/s, loss=0.693, pair=0.007, adv=3.659, sprd=0.024]
Ep 035/60 [S2:+mat]: 100%|██▉| 332/333 [03:50<00:00,  1.43it/s, loss=0.686, pair=0.076, adv=3.304, sprd=0.018]
Ep 035/60 [S2:+mat]: 100%|███| 333/333 [03:50<00:00,  1.41it/s, loss=0.686, pair=0.076, adv=3.304, sprd=0.018]
                                                                                                              
Epoch 035/60 [S2:+mat]  loss=0.6999  mat=0.2364  sens=1.0235  pair=0.0144  adv=3.7388(rand=3.37)  deg=0.0141  orth=0.0022  spread=0.0235  q_mean=49.5  q_std=14.5  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.26e-05  231s

Ep 036/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 036/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.684, pair=0.003, adv=3.606, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:36,  1.19s/it, loss=0.684, pair=0.003, adv=3.606, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:36,  1.19s/it, loss=0.674, pair=0.031, adv=3.196, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   1%|  | 2/333 [00:01<04:38,  1.19it/s, loss=0.674, pair=0.031, adv=3.196, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<04:38,  1.19it/s, loss=0.701, pair=0.014, adv=3.844, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   1%|  | 3/333 [00:02<04:30,  1.22it/s, loss=0.701, pair=0.014, adv=3.844, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<04:30,  1.22it/s, loss=0.678, pair=0.011, adv=3.736, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:01,  1.36it/s, loss=0.678, pair=0.011, adv=3.736, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:01,  1.36it/s, loss=0.702, pair=0.003, adv=3.892, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   2%|  | 5/333 [00:03<04:09,  1.32it/s, loss=0.702, pair=0.003, adv=3.892, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   2%|  | 5/333 [00:04<04:09,  1.32it/s, loss=0.700, pair=0.001, adv=3.775, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   2%|  | 6/333 [00:04<03:52,  1.41it/s, loss=0.700, pair=0.001, adv=3.775, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   2%|  | 6/333 [00:05<03:52,  1.41it/s, loss=0.714, pair=0.011, adv=3.907, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<04:09,  1.31it/s, loss=0.714, pair=0.011, adv=3.907, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   2%|  | 7/333 [00:06<04:09,  1.31it/s, loss=0.663, pair=0.004, adv=3.843, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:49,  1.41it/s, loss=0.663, pair=0.004, adv=3.843, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:49,  1.41it/s, loss=0.764, pair=0.017, adv=3.414, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   3%|  | 9/333 [00:06<03:52,  1.39it/s, loss=0.764, pair=0.017, adv=3.414, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   3%|  | 9/333 [00:07<03:52,  1.39it/s, loss=0.677, pair=0.016, adv=3.773, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:38,  1.48it/s, loss=0.677, pair=0.016, adv=3.773, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   3%| | 10/333 [00:08<03:38,  1.48it/s, loss=0.750, pair=0.012, adv=3.448, sprd=0.017]
Ep 036/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:45,  1.43it/s, loss=0.750, pair=0.012, adv=3.448, sprd=0.017]
Ep 036/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:45,  1.43it/s, loss=0.679, pair=0.019, adv=3.742, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   4%| | 12/333 [00:08<03:32,  1.51it/s, loss=0.679, pair=0.019, adv=3.742, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   4%| | 12/333 [00:09<03:32,  1.51it/s, loss=0.721, pair=0.023, adv=3.860, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:43,  1.43it/s, loss=0.721, pair=0.023, adv=3.860, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   4%| | 13/333 [00:10<03:43,  1.43it/s, loss=0.690, pair=0.004, adv=3.884, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.690, pair=0.004, adv=3.884, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.683, pair=0.001, adv=4.041, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   5%| | 15/333 [00:10<03:40,  1.44it/s, loss=0.683, pair=0.001, adv=4.041, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:40,  1.44it/s, loss=0.694, pair=0.006, adv=3.683, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.694, pair=0.006, adv=3.683, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.696, pair=0.001, adv=3.709, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.696, pair=0.001, adv=3.709, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.700, pair=0.003, adv=3.858, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   5%| | 18/333 [00:12<03:33,  1.48it/s, loss=0.700, pair=0.003, adv=3.858, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:33,  1.48it/s, loss=0.710, pair=0.004, adv=4.116, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:   6%| | 19/333 [00:13<03:40,  1.43it/s, loss=0.710, pair=0.004, adv=4.116, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:   6%| | 19/333 [00:14<03:40,  1.43it/s, loss=0.688, pair=0.011, adv=3.723, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:30,  1.48it/s, loss=0.688, pair=0.011, adv=3.723, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:30,  1.48it/s, loss=0.710, pair=0.003, adv=3.752, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   6%| | 21/333 [00:14<03:39,  1.42it/s, loss=0.710, pair=0.003, adv=3.752, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:39,  1.42it/s, loss=0.708, pair=0.046, adv=3.873, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:   7%| | 22/333 [00:15<03:25,  1.51it/s, loss=0.708, pair=0.046, adv=3.873, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:   7%| | 22/333 [00:16<03:25,  1.51it/s, loss=0.698, pair=0.014, adv=3.925, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:46,  1.37it/s, loss=0.698, pair=0.014, adv=3.925, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   7%| | 23/333 [00:17<03:46,  1.37it/s, loss=0.709, pair=0.002, adv=4.222, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:35,  1.43it/s, loss=0.709, pair=0.002, adv=4.222, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:35,  1.43it/s, loss=0.705, pair=0.002, adv=3.838, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   8%| | 25/333 [00:17<03:39,  1.40it/s, loss=0.705, pair=0.002, adv=3.838, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   8%| | 25/333 [00:18<03:39,  1.40it/s, loss=0.682, pair=0.012, adv=3.604, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   8%| | 26/333 [00:18<03:28,  1.47it/s, loss=0.682, pair=0.012, adv=3.604, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   8%| | 26/333 [00:19<03:28,  1.47it/s, loss=0.709, pair=0.011, adv=3.767, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:43,  1.37it/s, loss=0.709, pair=0.011, adv=3.767, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:43,  1.37it/s, loss=0.710, pair=0.006, adv=3.868, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:   8%| | 28/333 [00:19<03:32,  1.43it/s, loss=0.710, pair=0.006, adv=3.868, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:   8%| | 28/333 [00:20<03:32,  1.43it/s, loss=0.676, pair=0.023, adv=3.358, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   9%| | 29/333 [00:20<03:34,  1.41it/s, loss=0.676, pair=0.023, adv=3.358, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   9%| | 29/333 [00:21<03:34,  1.41it/s, loss=0.668, pair=0.011, adv=3.671, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:21,  1.50it/s, loss=0.668, pair=0.011, adv=3.671, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:21,  1.50it/s, loss=0.729, pair=0.038, adv=3.665, sprd=0.032]
Ep 036/60 [S2→S3:ramp]:   9%| | 31/333 [00:21<03:30,  1.43it/s, loss=0.729, pair=0.038, adv=3.665, sprd=0.032]
Ep 036/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:30,  1.43it/s, loss=0.700, pair=0.008, adv=3.946, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  10%| | 32/333 [00:22<03:22,  1.48it/s, loss=0.700, pair=0.008, adv=3.946, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  10%| | 32/333 [00:23<03:22,  1.48it/s, loss=0.674, pair=0.009, adv=3.475, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.674, pair=0.009, adv=3.475, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.689, pair=0.001, adv=3.800, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.689, pair=0.001, adv=3.800, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.730, pair=0.050, adv=3.837, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  11%| | 35/333 [00:24<03:36,  1.38it/s, loss=0.730, pair=0.050, adv=3.837, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  11%| | 35/333 [00:25<03:36,  1.38it/s, loss=0.690, pair=0.014, adv=3.587, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  11%| | 36/333 [00:25<03:24,  1.45it/s, loss=0.690, pair=0.014, adv=3.587, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  11%| | 36/333 [00:26<03:24,  1.45it/s, loss=0.676, pair=0.011, adv=3.869, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:31,  1.40it/s, loss=0.676, pair=0.011, adv=3.869, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:31,  1.40it/s, loss=0.660, pair=0.007, adv=3.514, sprd=0.016]
Ep 036/60 [S2→S3:ramp]:  11%| | 38/333 [00:26<03:17,  1.49it/s, loss=0.660, pair=0.007, adv=3.514, sprd=0.016]
Ep 036/60 [S2→S3:ramp]:  11%| | 38/333 [00:27<03:17,  1.49it/s, loss=0.769, pair=0.017, adv=3.570, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.769, pair=0.017, adv=3.570, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  12%| | 39/333 [00:28<03:25,  1.43it/s, loss=0.679, pair=0.013, adv=3.556, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:15,  1.50it/s, loss=0.679, pair=0.013, adv=3.556, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:15,  1.50it/s, loss=0.693, pair=0.002, adv=3.762, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  12%| | 41/333 [00:28<03:27,  1.41it/s, loss=0.693, pair=0.002, adv=3.762, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  12%| | 41/333 [00:29<03:27,  1.41it/s, loss=0.692, pair=0.001, adv=3.600, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:16,  1.48it/s, loss=0.692, pair=0.001, adv=3.600, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:30<03:16,  1.48it/s, loss=0.687, pair=0.009, adv=3.508, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.687, pair=0.009, adv=3.508, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.679, pair=0.007, adv=3.607, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:30<03:13,  1.49it/s, loss=0.679, pair=0.007, adv=3.607, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:13,  1.49it/s, loss=0.688, pair=0.004, adv=3.532, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.688, pair=0.004, adv=3.532, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:32<03:21,  1.43it/s, loss=0.728, pair=0.067, adv=3.634, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.728, pair=0.067, adv=3.634, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:33<03:14,  1.48it/s, loss=0.681, pair=0.018, adv=4.028, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:18,  1.44it/s, loss=0.681, pair=0.018, adv=4.028, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:18,  1.44it/s, loss=0.694, pair=0.015, adv=3.801, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:10,  1.50it/s, loss=0.694, pair=0.015, adv=3.801, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:34<03:10,  1.50it/s, loss=0.783, pair=0.003, adv=3.926, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.783, pair=0.003, adv=3.926, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:35<03:18,  1.43it/s, loss=0.694, pair=0.005, adv=3.797, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:35<03:11,  1.48it/s, loss=0.694, pair=0.005, adv=3.797, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:35<03:11,  1.48it/s, loss=0.773, pair=0.008, adv=3.930, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:35<03:17,  1.43it/s, loss=0.773, pair=0.008, adv=3.930, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:36<03:17,  1.43it/s, loss=0.662, pair=0.005, adv=3.755, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:36<03:07,  1.50it/s, loss=0.662, pair=0.005, adv=3.755, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:37<03:07,  1.50it/s, loss=0.776, pair=0.006, adv=3.907, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:37<03:13,  1.45it/s, loss=0.776, pair=0.006, adv=3.907, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:37<03:13,  1.45it/s, loss=0.682, pair=0.000, adv=4.062, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:37<03:02,  1.53it/s, loss=0.682, pair=0.000, adv=4.062, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:02,  1.53it/s, loss=0.679, pair=0.003, adv=3.874, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:12,  1.44it/s, loss=0.679, pair=0.003, adv=3.874, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:39<03:12,  1.44it/s, loss=0.719, pair=0.005, adv=3.615, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:39<03:07,  1.48it/s, loss=0.719, pair=0.005, adv=3.615, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:39<03:07,  1.48it/s, loss=0.706, pair=0.001, adv=3.797, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:39<03:21,  1.37it/s, loss=0.706, pair=0.001, adv=3.797, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:21,  1.37it/s, loss=0.685, pair=0.004, adv=3.618, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:08,  1.46it/s, loss=0.685, pair=0.004, adv=3.618, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:41<03:08,  1.46it/s, loss=0.694, pair=0.006, adv=3.622, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:41<03:21,  1.36it/s, loss=0.694, pair=0.006, adv=3.622, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:41<03:21,  1.36it/s, loss=0.691, pair=0.007, adv=3.967, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:41<03:07,  1.46it/s, loss=0.691, pair=0.007, adv=3.967, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:42<03:07,  1.46it/s, loss=0.704, pair=0.004, adv=3.801, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:42<03:12,  1.41it/s, loss=0.704, pair=0.004, adv=3.801, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:43<03:12,  1.41it/s, loss=0.697, pair=0.007, adv=3.683, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:43<03:03,  1.48it/s, loss=0.697, pair=0.007, adv=3.683, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:44<03:03,  1.48it/s, loss=0.687, pair=0.017, adv=3.604, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:14,  1.39it/s, loss=0.687, pair=0.017, adv=3.604, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:14,  1.39it/s, loss=0.663, pair=0.002, adv=3.648, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:44<03:01,  1.49it/s, loss=0.663, pair=0.002, adv=3.648, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:45<03:01,  1.49it/s, loss=0.665, pair=0.015, adv=3.238, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.665, pair=0.015, adv=3.238, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:46<03:07,  1.43it/s, loss=0.681, pair=0.010, adv=3.553, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:46<02:58,  1.49it/s, loss=0.681, pair=0.010, adv=3.553, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:46<02:58,  1.49it/s, loss=0.785, pair=0.006, adv=3.609, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:46<03:05,  1.43it/s, loss=0.785, pair=0.006, adv=3.609, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:47<03:05,  1.43it/s, loss=0.677, pair=0.013, adv=3.385, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:47<02:57,  1.50it/s, loss=0.677, pair=0.013, adv=3.385, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:48<02:57,  1.50it/s, loss=0.694, pair=0.010, adv=3.611, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.694, pair=0.010, adv=3.611, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.696, pair=0.013, adv=3.907, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:48<02:56,  1.49it/s, loss=0.696, pair=0.013, adv=3.907, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:49<02:56,  1.49it/s, loss=0.693, pair=0.006, adv=3.734, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:49<03:05,  1.41it/s, loss=0.693, pair=0.006, adv=3.734, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:50<03:05,  1.41it/s, loss=0.699, pair=0.008, adv=3.654, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.699, pair=0.008, adv=3.654, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.694, pair=0.013, adv=3.907, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:50<03:02,  1.43it/s, loss=0.694, pair=0.013, adv=3.907, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:51<03:02,  1.43it/s, loss=0.709, pair=0.016, adv=3.647, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:51<02:56,  1.47it/s, loss=0.709, pair=0.016, adv=3.647, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:52<02:56,  1.47it/s, loss=0.687, pair=0.010, adv=3.893, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<02:59,  1.44it/s, loss=0.687, pair=0.010, adv=3.893, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<02:59,  1.44it/s, loss=0.663, pair=0.001, adv=3.340, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:52<02:50,  1.51it/s, loss=0.663, pair=0.001, adv=3.340, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:53<02:50,  1.51it/s, loss=0.708, pair=0.001, adv=3.580, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.708, pair=0.001, adv=3.580, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:54<02:56,  1.45it/s, loss=0.710, pair=0.004, adv=3.848, sprd=0.030]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:54<02:51,  1.49it/s, loss=0.710, pair=0.004, adv=3.848, sprd=0.030]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:55<02:51,  1.49it/s, loss=0.699, pair=0.007, adv=3.990, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<03:02,  1.39it/s, loss=0.699, pair=0.007, adv=3.990, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<03:02,  1.39it/s, loss=0.693, pair=0.036, adv=3.981, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:55<02:51,  1.48it/s, loss=0.693, pair=0.036, adv=3.981, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:56<02:51,  1.48it/s, loss=0.695, pair=0.038, adv=4.031, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.695, pair=0.038, adv=4.031, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:57<03:05,  1.36it/s, loss=0.688, pair=0.008, adv=4.141, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:53,  1.44it/s, loss=0.688, pair=0.008, adv=4.141, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:53,  1.44it/s, loss=0.771, pair=0.007, adv=4.235, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:57<02:56,  1.41it/s, loss=0.771, pair=0.007, adv=4.235, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:58<02:56,  1.41it/s, loss=0.695, pair=0.007, adv=3.872, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.695, pair=0.007, adv=3.872, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:59<02:49,  1.47it/s, loss=0.700, pair=0.014, adv=3.918, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.700, pair=0.014, adv=3.918, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.674, pair=0.013, adv=3.796, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 86/333 [00:59<02:44,  1.50it/s, loss=0.674, pair=0.013, adv=3.796, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:00<02:44,  1.50it/s, loss=0.697, pair=0.005, adv=4.012, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.697, pair=0.005, adv=4.012, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.720, pair=0.014, adv=3.585, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:01<02:46,  1.47it/s, loss=0.720, pair=0.014, adv=3.585, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:02<02:46,  1.47it/s, loss=0.717, pair=0.014, adv=4.114, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:58,  1.37it/s, loss=0.717, pair=0.014, adv=4.114, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:58,  1.37it/s, loss=0.694, pair=0.005, adv=4.034, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:02<02:48,  1.44it/s, loss=0.694, pair=0.005, adv=4.034, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:03<02:48,  1.44it/s, loss=0.693, pair=0.010, adv=3.859, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:03<02:54,  1.38it/s, loss=0.693, pair=0.010, adv=3.859, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:04<02:54,  1.38it/s, loss=0.698, pair=0.004, adv=3.953, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:45,  1.46it/s, loss=0.698, pair=0.004, adv=3.953, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:45,  1.46it/s, loss=0.705, pair=0.014, adv=3.905, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:04<02:48,  1.42it/s, loss=0.705, pair=0.014, adv=3.905, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:05<02:48,  1.42it/s, loss=0.713, pair=0.014, adv=3.938, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.713, pair=0.014, adv=3.938, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:06<02:41,  1.48it/s, loss=0.695, pair=0.021, adv=3.779, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:44,  1.44it/s, loss=0.695, pair=0.021, adv=3.779, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:44,  1.44it/s, loss=0.688, pair=0.022, adv=4.335, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:06<02:35,  1.52it/s, loss=0.688, pair=0.022, adv=4.335, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:07<02:35,  1.52it/s, loss=0.685, pair=0.006, adv=3.963, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:07<02:45,  1.42it/s, loss=0.685, pair=0.006, adv=3.963, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:08<02:45,  1.42it/s, loss=0.696, pair=0.059, adv=4.130, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:35,  1.51it/s, loss=0.696, pair=0.059, adv=4.130, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:35,  1.51it/s, loss=0.691, pair=0.016, adv=4.053, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:08<02:42,  1.44it/s, loss=0.691, pair=0.016, adv=4.053, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:09<02:42,  1.44it/s, loss=0.689, pair=0.073, adv=3.604, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:09<02:34,  1.51it/s, loss=0.689, pair=0.073, adv=3.604, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:10<02:34,  1.51it/s, loss=0.688, pair=0.015, adv=3.803, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:47,  1.39it/s, loss=0.688, pair=0.015, adv=3.803, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:47,  1.39it/s, loss=0.677, pair=0.011, adv=4.062, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:10<02:37,  1.46it/s, loss=0.677, pair=0.011, adv=4.062, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:11<02:37,  1.46it/s, loss=0.723, pair=0.038, adv=3.891, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:11<02:45,  1.39it/s, loss=0.723, pair=0.038, adv=3.891, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:12<02:45,  1.39it/s, loss=0.689, pair=0.034, adv=4.193, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:36,  1.46it/s, loss=0.689, pair=0.034, adv=4.193, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:13<02:36,  1.46it/s, loss=0.710, pair=0.004, adv=4.051, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:13<02:45,  1.38it/s, loss=0.710, pair=0.004, adv=4.051, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:13<02:45,  1.38it/s, loss=0.691, pair=0.012, adv=4.075, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:13<02:35,  1.46it/s, loss=0.691, pair=0.012, adv=4.075, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:14<02:35,  1.46it/s, loss=0.712, pair=0.034, adv=3.813, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:14<02:40,  1.41it/s, loss=0.712, pair=0.034, adv=3.813, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:15<02:40,  1.41it/s, loss=0.679, pair=0.000, adv=3.878, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:15<02:31,  1.48it/s, loss=0.679, pair=0.000, adv=3.878, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:15<02:31,  1.48it/s, loss=0.689, pair=0.003, adv=3.927, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:15<02:40,  1.39it/s, loss=0.689, pair=0.003, adv=3.927, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:16<02:40,  1.39it/s, loss=0.705, pair=0.021, adv=3.973, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:16<02:33,  1.45it/s, loss=0.705, pair=0.021, adv=3.973, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:17<02:33,  1.45it/s, loss=0.697, pair=0.050, adv=3.973, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.697, pair=0.050, adv=3.973, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.663, pair=0.015, adv=3.142, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:17<02:29,  1.47it/s, loss=0.663, pair=0.015, adv=3.142, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:18<02:29,  1.47it/s, loss=0.691, pair=0.011, adv=3.866, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:18<02:34,  1.43it/s, loss=0.691, pair=0.011, adv=3.866, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:19<02:34,  1.43it/s, loss=0.690, pair=0.016, adv=3.769, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:19<02:27,  1.49it/s, loss=0.690, pair=0.016, adv=3.769, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:20<02:27,  1.49it/s, loss=0.688, pair=0.017, adv=4.062, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:20<02:31,  1.44it/s, loss=0.688, pair=0.017, adv=4.062, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:20<02:31,  1.44it/s, loss=0.692, pair=0.013, adv=4.063, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:20<02:25,  1.50it/s, loss=0.692, pair=0.013, adv=4.063, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:21<02:25,  1.50it/s, loss=0.676, pair=0.009, adv=3.840, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.676, pair=0.009, adv=3.840, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:22<02:30,  1.44it/s, loss=0.683, pair=0.002, adv=4.027, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.683, pair=0.002, adv=4.027, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.700, pair=0.007, adv=3.746, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.700, pair=0.007, adv=3.746, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:23<02:28,  1.44it/s, loss=0.679, pair=0.015, adv=3.639, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:23<02:23,  1.49it/s, loss=0.679, pair=0.015, adv=3.639, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:24<02:23,  1.49it/s, loss=0.696, pair=0.031, adv=4.013, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:24<02:33,  1.39it/s, loss=0.696, pair=0.031, adv=4.013, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:24<02:33,  1.39it/s, loss=0.669, pair=0.020, adv=4.038, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.669, pair=0.020, adv=4.038, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:25<02:22,  1.48it/s, loss=0.700, pair=0.014, adv=4.157, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:25<02:32,  1.38it/s, loss=0.700, pair=0.014, adv=4.157, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:26<02:32,  1.38it/s, loss=0.703, pair=0.014, adv=4.066, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:26<02:23,  1.45it/s, loss=0.703, pair=0.014, adv=4.066, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:27<02:23,  1.45it/s, loss=0.699, pair=0.023, adv=3.996, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:27<02:29,  1.40it/s, loss=0.699, pair=0.023, adv=3.996, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:27<02:29,  1.40it/s, loss=0.703, pair=0.026, adv=4.156, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.703, pair=0.026, adv=4.156, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:28<02:21,  1.46it/s, loss=0.693, pair=0.019, adv=4.190, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:28<02:25,  1.42it/s, loss=0.693, pair=0.019, adv=4.190, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:29<02:25,  1.42it/s, loss=0.686, pair=0.007, adv=4.068, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.686, pair=0.007, adv=4.068, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.730, pair=0.020, adv=4.115, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:29<02:24,  1.41it/s, loss=0.730, pair=0.020, adv=4.115, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:30<02:24,  1.41it/s, loss=0.687, pair=0.017, adv=3.958, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:30<02:17,  1.47it/s, loss=0.687, pair=0.017, adv=3.958, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:31<02:17,  1.47it/s, loss=0.688, pair=0.007, adv=4.068, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:31<02:24,  1.40it/s, loss=0.688, pair=0.007, adv=4.068, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:31<02:24,  1.40it/s, loss=0.694, pair=0.005, adv=4.096, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.694, pair=0.005, adv=4.096, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:32<02:16,  1.47it/s, loss=0.722, pair=0.007, adv=4.211, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:24,  1.38it/s, loss=0.722, pair=0.007, adv=4.211, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:33<02:24,  1.38it/s, loss=0.676, pair=0.008, adv=3.667, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:33<02:16,  1.46it/s, loss=0.676, pair=0.008, adv=3.667, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:33<02:16,  1.46it/s, loss=0.668, pair=0.005, adv=3.637, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:33<02:20,  1.41it/s, loss=0.668, pair=0.005, adv=3.637, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:34<02:20,  1.41it/s, loss=0.686, pair=0.002, adv=4.003, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.686, pair=0.002, adv=4.003, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:35<02:13,  1.48it/s, loss=0.673, pair=0.005, adv=3.590, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.673, pair=0.005, adv=3.590, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.676, pair=0.005, adv=4.012, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:35<02:10,  1.50it/s, loss=0.676, pair=0.005, adv=4.012, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:36<02:10,  1.50it/s, loss=0.720, pair=0.002, adv=4.094, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:36<02:19,  1.39it/s, loss=0.720, pair=0.002, adv=4.094, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:37<02:19,  1.39it/s, loss=0.682, pair=0.000, adv=4.147, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:37<02:11,  1.47it/s, loss=0.682, pair=0.000, adv=4.147, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:38<02:11,  1.47it/s, loss=0.704, pair=0.009, adv=3.965, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:38<02:19,  1.38it/s, loss=0.704, pair=0.009, adv=3.965, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:38<02:19,  1.38it/s, loss=0.692, pair=0.005, adv=4.338, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:38<02:11,  1.46it/s, loss=0.692, pair=0.005, adv=4.338, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:39<02:11,  1.46it/s, loss=0.699, pair=0.008, adv=4.128, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:19,  1.36it/s, loss=0.699, pair=0.008, adv=4.128, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:40<02:19,  1.36it/s, loss=0.674, pair=0.010, adv=3.861, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:40<02:09,  1.46it/s, loss=0.674, pair=0.010, adv=3.861, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:41<02:09,  1.46it/s, loss=0.687, pair=0.008, adv=4.070, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:41<02:14,  1.39it/s, loss=0.687, pair=0.008, adv=4.070, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:41<02:14,  1.39it/s, loss=0.677, pair=0.005, adv=4.282, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:41<02:06,  1.47it/s, loss=0.677, pair=0.005, adv=4.282, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:42<02:06,  1.47it/s, loss=0.696, pair=0.014, adv=3.537, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:42<02:11,  1.41it/s, loss=0.696, pair=0.014, adv=3.537, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:42<02:11,  1.41it/s, loss=0.703, pair=0.005, adv=3.990, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:42<02:05,  1.47it/s, loss=0.703, pair=0.005, adv=3.990, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:43<02:05,  1.47it/s, loss=0.762, pair=0.002, adv=3.771, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:08,  1.43it/s, loss=0.762, pair=0.002, adv=3.771, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:44<02:08,  1.43it/s, loss=0.684, pair=0.004, adv=3.724, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:44<02:02,  1.49it/s, loss=0.684, pair=0.004, adv=3.724, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:45<02:02,  1.49it/s, loss=0.692, pair=0.004, adv=3.939, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:45<02:11,  1.39it/s, loss=0.692, pair=0.004, adv=3.939, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:45<02:11,  1.39it/s, loss=0.697, pair=0.001, adv=3.752, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:45<02:04,  1.46it/s, loss=0.697, pair=0.001, adv=3.752, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:46<02:04,  1.46it/s, loss=0.713, pair=0.001, adv=3.848, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:46<02:13,  1.35it/s, loss=0.713, pair=0.001, adv=3.848, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:47<02:13,  1.35it/s, loss=0.687, pair=0.003, adv=4.240, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:47<02:04,  1.44it/s, loss=0.687, pair=0.003, adv=4.240, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:47<02:04,  1.44it/s, loss=0.768, pair=0.000, adv=3.648, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:47<02:06,  1.40it/s, loss=0.768, pair=0.000, adv=3.648, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:48<02:06,  1.40it/s, loss=0.693, pair=0.012, adv=4.048, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.693, pair=0.012, adv=4.048, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:49<02:00,  1.47it/s, loss=0.713, pair=0.024, adv=3.890, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:49<02:04,  1.41it/s, loss=0.713, pair=0.024, adv=3.890, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:49<02:04,  1.41it/s, loss=0.722, pair=0.029, adv=4.113, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:49<01:58,  1.48it/s, loss=0.722, pair=0.029, adv=4.113, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:50<01:58,  1.48it/s, loss=0.700, pair=0.016, adv=3.821, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:50<02:01,  1.43it/s, loss=0.700, pair=0.016, adv=3.821, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:51<02:01,  1.43it/s, loss=0.679, pair=0.005, adv=4.223, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:51<01:56,  1.49it/s, loss=0.679, pair=0.005, adv=4.223, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:52<01:56,  1.49it/s, loss=0.710, pair=0.003, adv=3.856, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.710, pair=0.003, adv=3.856, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.711, pair=0.005, adv=3.924, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:52<01:55,  1.49it/s, loss=0.711, pair=0.005, adv=3.924, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:53<01:55,  1.49it/s, loss=0.760, pair=0.004, adv=3.635, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.760, pair=0.004, adv=3.635, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:54<02:00,  1.41it/s, loss=0.678, pair=0.003, adv=3.876, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.678, pair=0.003, adv=3.876, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.679, pair=0.002, adv=3.949, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:54<01:57,  1.43it/s, loss=0.679, pair=0.002, adv=3.949, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:55<01:57,  1.43it/s, loss=0.671, pair=0.003, adv=3.701, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:55<01:49,  1.53it/s, loss=0.671, pair=0.003, adv=3.701, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:56<01:49,  1.53it/s, loss=0.778, pair=0.005, adv=3.768, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:56<01:55,  1.43it/s, loss=0.778, pair=0.005, adv=3.768, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:56<01:55,  1.43it/s, loss=0.698, pair=0.006, adv=3.509, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.698, pair=0.006, adv=3.509, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:57<01:50,  1.49it/s, loss=0.703, pair=0.010, adv=3.919, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:57<01:59,  1.37it/s, loss=0.703, pair=0.010, adv=3.919, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:58<01:59,  1.37it/s, loss=0.714, pair=0.006, adv=4.068, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:58<01:52,  1.44it/s, loss=0.714, pair=0.006, adv=4.068, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:59<01:52,  1.44it/s, loss=0.700, pair=0.004, adv=3.930, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:59<01:56,  1.39it/s, loss=0.700, pair=0.004, adv=3.930, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:59<01:56,  1.39it/s, loss=0.659, pair=0.006, adv=3.692, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:59<01:48,  1.48it/s, loss=0.659, pair=0.006, adv=3.692, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  52%|▌| 172/333 [02:00<01:48,  1.48it/s, loss=0.703, pair=0.007, adv=3.964, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  52%|▌| 173/333 [02:00<01:53,  1.41it/s, loss=0.703, pair=0.007, adv=3.964, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  52%|▌| 173/333 [02:01<01:53,  1.41it/s, loss=0.680, pair=0.008, adv=3.996, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:01<01:47,  1.48it/s, loss=0.680, pair=0.008, adv=3.996, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:01<01:47,  1.48it/s, loss=0.691, pair=0.001, adv=3.709, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.691, pair=0.001, adv=3.709, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:02<01:50,  1.43it/s, loss=0.707, pair=0.009, adv=4.192, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.707, pair=0.009, adv=4.192, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:03<01:44,  1.50it/s, loss=0.713, pair=0.013, adv=3.706, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:03<01:48,  1.44it/s, loss=0.713, pair=0.013, adv=3.706, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:03<01:48,  1.44it/s, loss=0.696, pair=0.005, adv=3.857, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:03<01:44,  1.49it/s, loss=0.696, pair=0.005, adv=3.857, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:04<01:44,  1.49it/s, loss=0.693, pair=0.010, adv=3.981, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:04<01:51,  1.38it/s, loss=0.693, pair=0.010, adv=3.981, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:05<01:51,  1.38it/s, loss=0.698, pair=0.009, adv=3.936, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:05<01:44,  1.46it/s, loss=0.698, pair=0.009, adv=3.936, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:06<01:44,  1.46it/s, loss=0.711, pair=0.010, adv=4.067, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:06<01:51,  1.36it/s, loss=0.711, pair=0.010, adv=4.067, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:06<01:51,  1.36it/s, loss=0.675, pair=0.003, adv=3.908, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:06<01:43,  1.46it/s, loss=0.675, pair=0.003, adv=3.908, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:07<01:43,  1.46it/s, loss=0.714, pair=0.034, adv=3.916, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:07<01:49,  1.37it/s, loss=0.714, pair=0.034, adv=3.916, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:08<01:49,  1.37it/s, loss=0.696, pair=0.014, adv=4.051, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:08<01:43,  1.44it/s, loss=0.696, pair=0.014, adv=4.051, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:08<01:43,  1.44it/s, loss=0.696, pair=0.041, adv=3.404, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:08<01:46,  1.39it/s, loss=0.696, pair=0.041, adv=3.404, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:09<01:46,  1.39it/s, loss=0.679, pair=0.065, adv=3.812, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:09<01:40,  1.47it/s, loss=0.679, pair=0.065, adv=3.812, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:10<01:40,  1.47it/s, loss=0.711, pair=0.078, adv=3.837, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:10<01:42,  1.43it/s, loss=0.711, pair=0.078, adv=3.837, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:10<01:42,  1.43it/s, loss=0.705, pair=0.065, adv=3.822, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:10<01:36,  1.51it/s, loss=0.705, pair=0.065, adv=3.822, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:11<01:36,  1.51it/s, loss=0.711, pair=0.008, adv=3.858, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:11<01:40,  1.43it/s, loss=0.711, pair=0.008, adv=3.858, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:12<01:40,  1.43it/s, loss=0.700, pair=0.005, adv=3.603, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:12<01:35,  1.49it/s, loss=0.700, pair=0.005, adv=3.603, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:12<01:35,  1.49it/s, loss=0.687, pair=0.027, adv=3.537, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.687, pair=0.027, adv=3.537, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:13<01:39,  1.43it/s, loss=0.701, pair=0.060, adv=3.977, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:13<01:34,  1.49it/s, loss=0.701, pair=0.060, adv=3.977, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:14<01:34,  1.49it/s, loss=0.718, pair=0.034, adv=3.716, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:14<01:39,  1.41it/s, loss=0.718, pair=0.034, adv=3.716, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:14<01:39,  1.41it/s, loss=0.693, pair=0.012, adv=3.812, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.693, pair=0.012, adv=3.812, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:15<01:34,  1.47it/s, loss=0.692, pair=0.006, adv=3.543, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:15<01:41,  1.36it/s, loss=0.692, pair=0.006, adv=3.543, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:16<01:41,  1.36it/s, loss=0.703, pair=0.015, adv=3.814, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:16<01:35,  1.44it/s, loss=0.703, pair=0.015, adv=3.814, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:17<01:35,  1.44it/s, loss=0.824, pair=0.379, adv=3.903, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:17<01:39,  1.37it/s, loss=0.824, pair=0.379, adv=3.903, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:17<01:39,  1.37it/s, loss=0.688, pair=0.037, adv=3.660, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.688, pair=0.037, adv=3.660, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:18<01:32,  1.46it/s, loss=0.713, pair=0.044, adv=3.631, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=0.713, pair=0.044, adv=3.631, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:19<01:35,  1.40it/s, loss=0.708, pair=0.008, adv=3.646, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:19<01:30,  1.46it/s, loss=0.708, pair=0.008, adv=3.646, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:19<01:30,  1.46it/s, loss=0.702, pair=0.003, adv=3.841, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:19<01:35,  1.39it/s, loss=0.702, pair=0.003, adv=3.841, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:20<01:35,  1.39it/s, loss=0.692, pair=0.015, adv=3.725, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:20<01:29,  1.46it/s, loss=0.692, pair=0.015, adv=3.725, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:21<01:29,  1.46it/s, loss=0.691, pair=0.012, adv=3.571, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:21<01:31,  1.41it/s, loss=0.691, pair=0.012, adv=3.571, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:21<01:31,  1.41it/s, loss=0.703, pair=0.013, adv=3.754, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.48it/s, loss=0.703, pair=0.013, adv=3.754, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:22<01:27,  1.48it/s, loss=0.695, pair=0.009, adv=3.662, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:22<01:29,  1.44it/s, loss=0.695, pair=0.009, adv=3.662, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:23<01:29,  1.44it/s, loss=0.713, pair=0.010, adv=4.047, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:23<01:25,  1.49it/s, loss=0.713, pair=0.010, adv=4.047, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:24<01:25,  1.49it/s, loss=0.693, pair=0.038, adv=3.802, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:24<01:27,  1.43it/s, loss=0.693, pair=0.038, adv=3.802, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:24<01:27,  1.43it/s, loss=0.692, pair=0.014, adv=3.820, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:24<01:24,  1.49it/s, loss=0.692, pair=0.014, adv=3.820, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:25<01:24,  1.49it/s, loss=0.730, pair=0.025, adv=3.613, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:25<01:29,  1.38it/s, loss=0.730, pair=0.025, adv=3.613, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:26<01:29,  1.38it/s, loss=0.711, pair=0.016, adv=3.658, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:26<01:24,  1.45it/s, loss=0.711, pair=0.016, adv=3.658, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:26<01:24,  1.45it/s, loss=0.709, pair=0.016, adv=3.904, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:26<01:30,  1.35it/s, loss=0.709, pair=0.016, adv=3.904, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:27<01:30,  1.35it/s, loss=0.696, pair=0.007, adv=3.760, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:27<01:24,  1.43it/s, loss=0.696, pair=0.007, adv=3.760, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:28<01:24,  1.43it/s, loss=0.711, pair=0.035, adv=3.578, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:28<01:27,  1.37it/s, loss=0.711, pair=0.035, adv=3.578, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:28<01:27,  1.37it/s, loss=0.705, pair=0.010, adv=4.050, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:28<01:22,  1.44it/s, loss=0.705, pair=0.010, adv=4.050, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:29<01:22,  1.44it/s, loss=0.782, pair=0.011, adv=3.750, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.782, pair=0.011, adv=3.750, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:30<01:23,  1.41it/s, loss=0.676, pair=0.001, adv=3.651, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:30<01:18,  1.49it/s, loss=0.676, pair=0.001, adv=3.651, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:31<01:18,  1.49it/s, loss=0.686, pair=0.008, adv=3.637, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:31<01:21,  1.42it/s, loss=0.686, pair=0.008, adv=3.637, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:31<01:21,  1.42it/s, loss=0.696, pair=0.001, adv=3.838, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:31<01:18,  1.46it/s, loss=0.696, pair=0.001, adv=3.838, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:32<01:18,  1.46it/s, loss=0.705, pair=0.006, adv=3.884, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:32<01:20,  1.41it/s, loss=0.705, pair=0.006, adv=3.884, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:33<01:20,  1.41it/s, loss=0.711, pair=0.012, adv=3.732, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:33<01:16,  1.48it/s, loss=0.711, pair=0.012, adv=3.732, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:33<01:16,  1.48it/s, loss=0.682, pair=0.000, adv=3.812, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:33<01:17,  1.44it/s, loss=0.682, pair=0.000, adv=3.812, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:34<01:17,  1.44it/s, loss=0.692, pair=0.007, adv=3.641, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:34<01:13,  1.50it/s, loss=0.692, pair=0.007, adv=3.641, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:35<01:13,  1.50it/s, loss=0.714, pair=0.006, adv=3.881, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:35<01:16,  1.44it/s, loss=0.714, pair=0.006, adv=3.881, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:35<01:16,  1.44it/s, loss=0.703, pair=0.001, adv=3.813, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.703, pair=0.001, adv=3.813, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:36<01:12,  1.50it/s, loss=0.708, pair=0.001, adv=4.026, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:36<01:16,  1.41it/s, loss=0.708, pair=0.001, adv=4.026, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:37<01:16,  1.41it/s, loss=0.729, pair=0.003, adv=3.632, sprd=0.033
Ep 036/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:37<01:13,  1.45it/s, loss=0.729, pair=0.003, adv=3.632, sprd=0.033
Ep 036/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:37<01:13,  1.45it/s, loss=0.771, pair=0.010, adv=3.751, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:37<01:14,  1.42it/s, loss=0.771, pair=0.010, adv=3.751, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:38<01:14,  1.42it/s, loss=0.700, pair=0.004, adv=3.709, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:38<01:10,  1.48it/s, loss=0.700, pair=0.004, adv=3.709, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:39<01:10,  1.48it/s, loss=0.703, pair=0.010, adv=3.897, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:39<01:12,  1.43it/s, loss=0.703, pair=0.010, adv=3.897, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:39<01:12,  1.43it/s, loss=0.683, pair=0.013, adv=4.137, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.683, pair=0.013, adv=4.137, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:40<01:08,  1.50it/s, loss=0.688, pair=0.001, adv=3.724, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:40<01:11,  1.43it/s, loss=0.688, pair=0.001, adv=3.724, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:41<01:11,  1.43it/s, loss=0.667, pair=0.015, adv=3.728, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:41<01:07,  1.50it/s, loss=0.667, pair=0.015, adv=3.728, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:42<01:07,  1.50it/s, loss=0.680, pair=0.007, adv=3.956, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:42<01:09,  1.44it/s, loss=0.680, pair=0.007, adv=3.956, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:42<01:09,  1.44it/s, loss=0.688, pair=0.011, adv=3.536, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:42<01:06,  1.48it/s, loss=0.688, pair=0.011, adv=3.536, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:43<01:06,  1.48it/s, loss=0.669, pair=0.010, adv=3.527, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:43<01:07,  1.46it/s, loss=0.669, pair=0.010, adv=3.527, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:43<01:07,  1.46it/s, loss=0.696, pair=0.013, adv=3.575, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:43<01:04,  1.51it/s, loss=0.696, pair=0.013, adv=3.575, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:44<01:04,  1.51it/s, loss=0.714, pair=0.017, adv=3.831, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.714, pair=0.017, adv=3.831, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:45<01:07,  1.43it/s, loss=0.691, pair=0.004, adv=3.607, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:45<01:03,  1.50it/s, loss=0.691, pair=0.004, adv=3.607, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:46<01:03,  1.50it/s, loss=0.716, pair=0.003, adv=3.676, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:46<01:06,  1.40it/s, loss=0.716, pair=0.003, adv=3.676, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:46<01:06,  1.40it/s, loss=0.703, pair=0.011, adv=4.108, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:46<01:03,  1.47it/s, loss=0.703, pair=0.011, adv=4.108, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:47<01:03,  1.47it/s, loss=0.715, pair=0.008, adv=3.666, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:47<01:05,  1.40it/s, loss=0.715, pair=0.008, adv=3.666, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:48<01:05,  1.40it/s, loss=0.699, pair=0.018, adv=3.652, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:48<01:01,  1.47it/s, loss=0.699, pair=0.018, adv=3.652, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:48<01:01,  1.47it/s, loss=0.697, pair=0.001, adv=3.586, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.697, pair=0.001, adv=3.586, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:49<01:03,  1.42it/s, loss=0.686, pair=0.005, adv=3.533, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:49<01:00,  1.48it/s, loss=0.686, pair=0.005, adv=3.533, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:50<01:00,  1.48it/s, loss=0.715, pair=0.013, adv=3.838, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:50<01:01,  1.43it/s, loss=0.715, pair=0.013, adv=3.838, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:50<01:01,  1.43it/s, loss=0.687, pair=0.024, adv=3.791, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:50<00:57,  1.51it/s, loss=0.687, pair=0.024, adv=3.791, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:51<00:57,  1.51it/s, loss=0.703, pair=0.023, adv=3.633, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:51<00:58,  1.46it/s, loss=0.703, pair=0.023, adv=3.633, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:52<00:58,  1.46it/s, loss=0.701, pair=0.003, adv=3.712, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:52<00:57,  1.49it/s, loss=0.701, pair=0.003, adv=3.712, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:53<00:57,  1.49it/s, loss=0.710, pair=0.023, adv=3.581, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:53<00:59,  1.42it/s, loss=0.710, pair=0.023, adv=3.581, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:53<00:59,  1.42it/s, loss=0.674, pair=0.001, adv=3.543, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.674, pair=0.001, adv=3.543, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:54<00:55,  1.49it/s, loss=0.663, pair=0.020, adv=3.516, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:54<00:56,  1.44it/s, loss=0.663, pair=0.020, adv=3.516, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:54<00:56,  1.44it/s, loss=0.683, pair=0.004, adv=4.031, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:54<00:53,  1.51it/s, loss=0.683, pair=0.004, adv=4.031, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:55<00:53,  1.51it/s, loss=0.698, pair=0.003, adv=3.860, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:55<00:55,  1.43it/s, loss=0.698, pair=0.003, adv=3.860, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:56<00:55,  1.43it/s, loss=0.683, pair=0.002, adv=3.348, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:56<00:52,  1.50it/s, loss=0.683, pair=0.002, adv=3.348, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:57<00:52,  1.50it/s, loss=0.684, pair=0.000, adv=3.479, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:57<00:54,  1.43it/s, loss=0.684, pair=0.000, adv=3.479, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:57<00:54,  1.43it/s, loss=0.686, pair=0.004, adv=4.033, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.50it/s, loss=0.686, pair=0.004, adv=4.033, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:58<00:51,  1.50it/s, loss=0.694, pair=0.008, adv=3.769, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:58<00:52,  1.45it/s, loss=0.694, pair=0.008, adv=3.769, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:59<00:52,  1.45it/s, loss=0.688, pair=0.009, adv=3.627, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:59<00:49,  1.51it/s, loss=0.688, pair=0.009, adv=3.627, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:59<00:49,  1.51it/s, loss=0.686, pair=0.004, adv=3.546, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:59<00:51,  1.43it/s, loss=0.686, pair=0.004, adv=3.546, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  78%|▊| 259/333 [03:00<00:51,  1.43it/s, loss=0.681, pair=0.011, adv=4.019, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:00<00:48,  1.49it/s, loss=0.681, pair=0.011, adv=4.019, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:01<00:48,  1.49it/s, loss=0.706, pair=0.012, adv=3.763, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:01<00:50,  1.44it/s, loss=0.706, pair=0.012, adv=3.763, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:01<00:50,  1.44it/s, loss=0.684, pair=0.008, adv=3.606, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:01<00:46,  1.51it/s, loss=0.684, pair=0.008, adv=3.606, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:02<00:46,  1.51it/s, loss=0.764, pair=0.006, adv=3.422, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:02<00:47,  1.46it/s, loss=0.764, pair=0.006, adv=3.422, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:03<00:47,  1.46it/s, loss=0.691, pair=0.004, adv=3.424, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:03<00:45,  1.51it/s, loss=0.691, pair=0.004, adv=3.424, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:03<00:45,  1.51it/s, loss=0.704, pair=0.010, adv=3.696, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:03<00:47,  1.44it/s, loss=0.704, pair=0.010, adv=3.696, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:04<00:47,  1.44it/s, loss=0.715, pair=0.000, adv=3.823, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.715, pair=0.000, adv=3.823, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:05<00:44,  1.50it/s, loss=0.704, pair=0.009, adv=3.584, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:05<00:46,  1.42it/s, loss=0.704, pair=0.009, adv=3.584, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:05<00:46,  1.42it/s, loss=0.718, pair=0.023, adv=3.683, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.718, pair=0.023, adv=3.683, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:06<00:43,  1.49it/s, loss=0.708, pair=0.039, adv=3.493, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.708, pair=0.039, adv=3.493, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:07<00:44,  1.43it/s, loss=0.680, pair=0.017, adv=3.806, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:07<00:42,  1.50it/s, loss=0.680, pair=0.017, adv=3.806, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:08<00:42,  1.50it/s, loss=0.703, pair=0.003, adv=3.816, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:08<00:43,  1.44it/s, loss=0.703, pair=0.003, adv=3.816, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:08<00:43,  1.44it/s, loss=0.674, pair=0.022, adv=3.451, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:08<00:40,  1.51it/s, loss=0.674, pair=0.022, adv=3.451, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:09<00:40,  1.51it/s, loss=0.676, pair=0.018, adv=3.998, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:09<00:40,  1.47it/s, loss=0.676, pair=0.018, adv=3.998, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:09<00:40,  1.47it/s, loss=0.685, pair=0.012, adv=3.509, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:09<00:38,  1.53it/s, loss=0.685, pair=0.012, adv=3.509, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:10<00:38,  1.53it/s, loss=0.698, pair=0.004, adv=3.925, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.44it/s, loss=0.698, pair=0.004, adv=3.925, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:11<00:40,  1.44it/s, loss=0.679, pair=0.021, adv=3.884, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:11<00:37,  1.52it/s, loss=0.679, pair=0.021, adv=3.884, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:12<00:37,  1.52it/s, loss=0.701, pair=0.017, adv=3.813, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.701, pair=0.017, adv=3.813, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.672, pair=0.022, adv=3.843, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.50it/s, loss=0.672, pair=0.022, adv=3.843, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:13<00:36,  1.50it/s, loss=0.787, pair=0.014, adv=3.982, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:13<00:37,  1.43it/s, loss=0.787, pair=0.014, adv=3.982, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:14<00:37,  1.43it/s, loss=0.674, pair=0.008, adv=3.737, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:14<00:34,  1.52it/s, loss=0.674, pair=0.008, adv=3.737, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:14<00:34,  1.52it/s, loss=0.698, pair=0.016, adv=3.731, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:14<00:35,  1.45it/s, loss=0.698, pair=0.016, adv=3.731, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:15<00:35,  1.45it/s, loss=0.706, pair=0.024, adv=3.953, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.50it/s, loss=0.706, pair=0.024, adv=3.953, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:16<00:34,  1.50it/s, loss=0.722, pair=0.022, adv=4.003, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.722, pair=0.022, adv=4.003, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.703, pair=0.019, adv=3.746, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:16<00:33,  1.47it/s, loss=0.703, pair=0.019, adv=3.746, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:17<00:33,  1.47it/s, loss=0.701, pair=0.014, adv=4.293, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.701, pair=0.014, adv=4.293, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:18<00:33,  1.42it/s, loss=0.680, pair=0.004, adv=3.783, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.680, pair=0.004, adv=3.783, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.712, pair=0.020, adv=3.894, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:18<00:31,  1.44it/s, loss=0.712, pair=0.020, adv=3.894, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:19<00:31,  1.44it/s, loss=0.709, pair=0.023, adv=3.839, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.50it/s, loss=0.709, pair=0.023, adv=3.839, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:20<00:30,  1.50it/s, loss=0.714, pair=0.009, adv=4.114, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:20<00:31,  1.42it/s, loss=0.714, pair=0.009, adv=4.114, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:20<00:31,  1.42it/s, loss=0.669, pair=0.003, adv=3.654, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.50it/s, loss=0.669, pair=0.003, adv=3.654, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:21<00:28,  1.50it/s, loss=0.712, pair=0.016, adv=4.011, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:21<00:29,  1.45it/s, loss=0.712, pair=0.016, adv=4.011, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:22<00:29,  1.45it/s, loss=0.687, pair=0.015, adv=3.654, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.52it/s, loss=0.687, pair=0.015, adv=3.654, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.52it/s, loss=0.698, pair=0.008, adv=3.673, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:22<00:27,  1.44it/s, loss=0.698, pair=0.008, adv=3.673, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:23<00:27,  1.44it/s, loss=0.672, pair=0.000, adv=4.150, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:23<00:25,  1.50it/s, loss=0.672, pair=0.000, adv=4.150, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:24<00:25,  1.50it/s, loss=0.685, pair=0.012, adv=3.852, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.41it/s, loss=0.685, pair=0.012, adv=3.852, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:25<00:26,  1.41it/s, loss=0.704, pair=0.022, adv=3.900, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:25<00:25,  1.47it/s, loss=0.704, pair=0.022, adv=3.900, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:25<00:25,  1.47it/s, loss=0.686, pair=0.004, adv=3.783, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.686, pair=0.004, adv=3.783, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:26<00:25,  1.42it/s, loss=0.690, pair=0.005, adv=3.811, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.48it/s, loss=0.690, pair=0.005, adv=3.811, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:27<00:23,  1.48it/s, loss=0.715, pair=0.006, adv=3.865, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:27<00:24,  1.40it/s, loss=0.715, pair=0.006, adv=3.865, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:27<00:24,  1.40it/s, loss=0.688, pair=0.001, adv=3.441, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.46it/s, loss=0.688, pair=0.001, adv=3.441, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:28<00:22,  1.46it/s, loss=0.703, pair=0.005, adv=4.016, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.40it/s, loss=0.703, pair=0.005, adv=4.016, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:29<00:22,  1.40it/s, loss=0.695, pair=0.005, adv=3.867, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:29<00:21,  1.47it/s, loss=0.695, pair=0.005, adv=3.867, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:30<00:21,  1.47it/s, loss=0.692, pair=0.009, adv=3.633, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:30<00:22,  1.36it/s, loss=0.692, pair=0.009, adv=3.633, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:30<00:22,  1.36it/s, loss=0.719, pair=0.006, adv=3.609, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:30<00:20,  1.42it/s, loss=0.719, pair=0.006, adv=3.609, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:31<00:20,  1.42it/s, loss=0.674, pair=0.001, adv=3.900, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:31<00:20,  1.38it/s, loss=0.674, pair=0.001, adv=3.900, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:32<00:20,  1.38it/s, loss=0.674, pair=0.006, adv=3.312, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:32<00:18,  1.47it/s, loss=0.674, pair=0.006, adv=3.312, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:32<00:18,  1.47it/s, loss=0.691, pair=0.007, adv=3.557, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.44it/s, loss=0.691, pair=0.007, adv=3.557, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:33<00:18,  1.44it/s, loss=0.699, pair=0.008, adv=3.690, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.50it/s, loss=0.699, pair=0.008, adv=3.690, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:34<00:16,  1.50it/s, loss=0.713, pair=0.015, adv=3.902, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:34<00:16,  1.45it/s, loss=0.713, pair=0.015, adv=3.902, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:34<00:16,  1.45it/s, loss=0.700, pair=0.005, adv=3.587, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.700, pair=0.005, adv=3.587, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:35<00:15,  1.51it/s, loss=0.713, pair=0.013, adv=4.029, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.43it/s, loss=0.713, pair=0.013, adv=4.029, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:36<00:15,  1.43it/s, loss=0.694, pair=0.014, adv=4.147, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:13,  1.52it/s, loss=0.694, pair=0.014, adv=4.147, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:13,  1.52it/s, loss=0.709, pair=0.008, adv=3.986, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:36<00:13,  1.45it/s, loss=0.709, pair=0.008, adv=3.986, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:37<00:13,  1.45it/s, loss=0.709, pair=0.017, adv=4.344, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.50it/s, loss=0.709, pair=0.017, adv=4.344, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:38<00:12,  1.50it/s, loss=0.672, pair=0.038, adv=3.743, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.46it/s, loss=0.672, pair=0.038, adv=3.743, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.46it/s, loss=0.693, pair=0.010, adv=3.693, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.52it/s, loss=0.693, pair=0.010, adv=3.693, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:39<00:11,  1.52it/s, loss=0.692, pair=0.006, adv=4.003, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.44it/s, loss=0.692, pair=0.006, adv=4.003, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:40<00:11,  1.44it/s, loss=0.727, pair=0.023, adv=3.938, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.727, pair=0.023, adv=3.938, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:41<00:10,  1.48it/s, loss=0.691, pair=0.028, adv=3.791, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:41<00:10,  1.37it/s, loss=0.691, pair=0.028, adv=3.791, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:41<00:10,  1.37it/s, loss=0.698, pair=0.009, adv=3.938, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.45it/s, loss=0.698, pair=0.009, adv=3.938, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:42<00:08,  1.45it/s, loss=0.685, pair=0.010, adv=3.806, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.685, pair=0.010, adv=3.806, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.710, pair=0.006, adv=3.798, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.710, pair=0.006, adv=3.798, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.770, pair=0.011, adv=4.105, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.42it/s, loss=0.770, pair=0.011, adv=4.105, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.698, pair=0.004, adv=4.109, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.698, pair=0.004, adv=4.109, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:45<00:06,  1.48it/s, loss=0.792, pair=0.011, adv=4.104, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.792, pair=0.011, adv=4.104, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.686, pair=0.006, adv=3.794, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.686, pair=0.006, adv=3.794, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:46<00:04,  1.49it/s, loss=0.670, pair=0.002, adv=3.802, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.670, pair=0.002, adv=3.802, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:47<00:04,  1.44it/s, loss=0.709, pair=0.009, adv=4.225, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.709, pair=0.009, adv=4.225, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.723, pair=0.029, adv=3.871, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.723, pair=0.029, adv=3.871, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:48<00:02,  1.43it/s, loss=0.711, pair=0.011, adv=3.901, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.711, pair=0.011, adv=3.901, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:49<00:02,  1.48it/s, loss=0.708, pair=0.041, adv=4.141, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.708, pair=0.041, adv=4.141, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.718, pair=0.035, adv=4.168, sprd=0.026
Ep 036/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.718, pair=0.035, adv=4.168, sprd=0.026
Ep 036/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:50<00:00,  1.50it/s, loss=0.690, pair=0.010, adv=4.203, sprd=0.018
Ep 036/60 [S2→S3:ramp]: 100%|█| 333/333 [03:50<00:00,  1.40it/s, loss=0.690, pair=0.010, adv=4.203, sprd=0.018
                                                                                                              
Epoch 036/60 [S2→S3:ramp]  loss=0.6996  mat=0.2360  sens=1.0233  pair=0.0136  adv=3.8217(rand=3.37)  deg=0.0141  orth=0.0020  spread=0.0235  q_mean=49.5  q_std=14.6  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.02e-05  231s

Ep 037/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 037/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.797, pair=0.012, adv=4.175, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:34,  1.19s/it, loss=0.797, pair=0.012, adv=4.175, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:34,  1.19s/it, loss=0.711, pair=0.021, adv=3.977, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   1%|  | 2/333 [00:01<04:44,  1.16it/s, loss=0.711, pair=0.021, adv=3.977, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<04:44,  1.16it/s, loss=0.703, pair=0.006, adv=4.066, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   1%|  | 3/333 [00:02<04:23,  1.25it/s, loss=0.703, pair=0.006, adv=4.066, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<04:23,  1.25it/s, loss=0.703, pair=0.006, adv=3.996, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:00,  1.37it/s, loss=0.703, pair=0.006, adv=3.996, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:00,  1.37it/s, loss=0.769, pair=0.004, adv=4.007, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   2%|  | 5/333 [00:03<04:02,  1.36it/s, loss=0.769, pair=0.004, adv=4.007, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   2%|  | 5/333 [00:04<04:02,  1.36it/s, loss=0.713, pair=0.015, adv=4.063, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:   2%|  | 6/333 [00:04<03:46,  1.44it/s, loss=0.713, pair=0.015, adv=4.063, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:   2%|  | 6/333 [00:05<03:46,  1.44it/s, loss=0.712, pair=0.007, adv=4.053, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<03:52,  1.40it/s, loss=0.712, pair=0.007, adv=4.053, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<03:52,  1.40it/s, loss=0.697, pair=0.019, adv=3.924, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   2%|  | 8/333 [00:05<03:39,  1.48it/s, loss=0.697, pair=0.019, adv=3.924, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:39,  1.48it/s, loss=0.705, pair=0.009, adv=4.356, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   3%|  | 9/333 [00:06<03:47,  1.43it/s, loss=0.705, pair=0.009, adv=4.356, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   3%|  | 9/333 [00:07<03:47,  1.43it/s, loss=0.685, pair=0.017, adv=3.974, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:36,  1.49it/s, loss=0.685, pair=0.017, adv=3.974, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:36,  1.49it/s, loss=0.783, pair=0.004, adv=3.782, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   3%| | 11/333 [00:07<03:43,  1.44it/s, loss=0.783, pair=0.004, adv=3.782, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:43,  1.44it/s, loss=0.697, pair=0.004, adv=3.992, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   4%| | 12/333 [00:08<03:32,  1.51it/s, loss=0.697, pair=0.004, adv=3.992, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   4%| | 12/333 [00:09<03:32,  1.51it/s, loss=0.722, pair=0.005, adv=3.803, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.722, pair=0.005, adv=3.803, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.704, pair=0.012, adv=4.121, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   4%| | 14/333 [00:09<03:33,  1.49it/s, loss=0.704, pair=0.012, adv=4.121, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:33,  1.49it/s, loss=0.706, pair=0.026, adv=3.970, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 15/333 [00:10<03:49,  1.39it/s, loss=0.706, pair=0.026, adv=3.970, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:49,  1.39it/s, loss=0.700, pair=0.026, adv=3.549, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   5%| | 16/333 [00:11<03:33,  1.48it/s, loss=0.700, pair=0.026, adv=3.549, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   5%| | 16/333 [00:12<03:33,  1.48it/s, loss=0.696, pair=0.011, adv=3.858, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.696, pair=0.011, adv=3.858, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.710, pair=0.009, adv=3.879, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   5%| | 18/333 [00:12<03:32,  1.48it/s, loss=0.710, pair=0.009, adv=3.879, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:32,  1.48it/s, loss=0.685, pair=0.012, adv=3.558, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:   6%| | 19/333 [00:13<03:40,  1.42it/s, loss=0.685, pair=0.012, adv=3.558, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:   6%| | 19/333 [00:14<03:40,  1.42it/s, loss=0.702, pair=0.022, adv=3.896, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:32,  1.47it/s, loss=0.702, pair=0.022, adv=3.896, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:32,  1.47it/s, loss=0.713, pair=0.039, adv=4.055, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   6%| | 21/333 [00:14<03:36,  1.44it/s, loss=0.713, pair=0.039, adv=4.055, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:36,  1.44it/s, loss=0.699, pair=0.010, adv=3.991, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.699, pair=0.010, adv=3.991, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.706, pair=0.000, adv=3.977, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.706, pair=0.000, adv=3.977, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:36,  1.43it/s, loss=0.690, pair=0.015, adv=3.663, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   7%| | 24/333 [00:16<03:27,  1.49it/s, loss=0.690, pair=0.015, adv=3.663, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:27,  1.49it/s, loss=0.705, pair=0.011, adv=3.814, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   8%| | 25/333 [00:17<03:41,  1.39it/s, loss=0.705, pair=0.011, adv=3.814, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   8%| | 25/333 [00:18<03:41,  1.39it/s, loss=0.692, pair=0.010, adv=3.792, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   8%| | 26/333 [00:18<03:30,  1.46it/s, loss=0.692, pair=0.010, adv=3.792, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   8%| | 26/333 [00:19<03:30,  1.46it/s, loss=0.681, pair=0.014, adv=3.945, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:34,  1.43it/s, loss=0.681, pair=0.014, adv=3.945, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:34,  1.43it/s, loss=0.668, pair=0.020, adv=3.453, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:   8%| | 28/333 [00:19<03:22,  1.50it/s, loss=0.668, pair=0.020, adv=3.453, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:   8%| | 28/333 [00:20<03:22,  1.50it/s, loss=0.701, pair=0.011, adv=3.863, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   9%| | 29/333 [00:20<03:34,  1.41it/s, loss=0.701, pair=0.011, adv=3.863, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   9%| | 29/333 [00:21<03:34,  1.41it/s, loss=0.706, pair=0.011, adv=3.667, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:25,  1.47it/s, loss=0.706, pair=0.011, adv=3.667, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:25,  1.47it/s, loss=0.704, pair=0.005, adv=3.822, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:   9%| | 31/333 [00:21<03:31,  1.42it/s, loss=0.704, pair=0.005, adv=3.822, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:31,  1.42it/s, loss=0.699, pair=0.010, adv=4.084, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  10%| | 32/333 [00:22<03:22,  1.49it/s, loss=0.699, pair=0.010, adv=4.084, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  10%| | 32/333 [00:23<03:22,  1.49it/s, loss=0.775, pair=0.006, adv=3.948, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:25,  1.46it/s, loss=0.775, pair=0.006, adv=3.948, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:25,  1.46it/s, loss=0.694, pair=0.016, adv=4.036, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  10%| | 34/333 [00:23<03:17,  1.52it/s, loss=0.694, pair=0.016, adv=4.036, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:17,  1.52it/s, loss=0.688, pair=0.024, adv=3.804, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  11%| | 35/333 [00:24<03:25,  1.45it/s, loss=0.688, pair=0.024, adv=3.804, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  11%| | 35/333 [00:25<03:25,  1.45it/s, loss=0.702, pair=0.008, adv=3.737, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.702, pair=0.008, adv=3.737, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.683, pair=0.007, adv=3.673, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  11%| | 37/333 [00:25<03:23,  1.45it/s, loss=0.683, pair=0.007, adv=3.673, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:23,  1.45it/s, loss=0.703, pair=0.032, adv=4.053, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.703, pair=0.032, adv=4.053, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.763, pair=0.021, adv=3.330, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:24,  1.43it/s, loss=0.763, pair=0.021, adv=3.330, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:24,  1.43it/s, loss=0.708, pair=0.024, adv=3.922, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  12%| | 40/333 [00:27<03:15,  1.50it/s, loss=0.708, pair=0.024, adv=3.922, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:15,  1.50it/s, loss=0.688, pair=0.008, adv=3.434, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  12%| | 41/333 [00:28<03:32,  1.37it/s, loss=0.688, pair=0.008, adv=3.434, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  12%| | 41/333 [00:29<03:32,  1.37it/s, loss=0.691, pair=0.019, adv=3.884, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:19,  1.46it/s, loss=0.691, pair=0.019, adv=3.884, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:19,  1.46it/s, loss=0.709, pair=0.015, adv=4.021, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:29<03:23,  1.42it/s, loss=0.709, pair=0.015, adv=4.021, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:30<03:23,  1.42it/s, loss=0.682, pair=0.005, adv=3.636, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:30<03:10,  1.52it/s, loss=0.682, pair=0.005, adv=3.636, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:10,  1.52it/s, loss=0.691, pair=0.013, adv=3.810, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:16,  1.46it/s, loss=0.691, pair=0.013, adv=3.810, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:16,  1.46it/s, loss=0.706, pair=0.008, adv=3.626, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:31<03:09,  1.52it/s, loss=0.706, pair=0.008, adv=3.626, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:32<03:09,  1.52it/s, loss=0.667, pair=0.015, adv=3.896, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:32<03:16,  1.45it/s, loss=0.667, pair=0.015, adv=3.896, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:16,  1.45it/s, loss=0.697, pair=0.003, adv=3.867, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:09,  1.50it/s, loss=0.697, pair=0.003, adv=3.867, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:09,  1.50it/s, loss=0.762, pair=0.004, adv=3.970, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:33<03:13,  1.47it/s, loss=0.762, pair=0.004, adv=3.970, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:34<03:13,  1.47it/s, loss=0.679, pair=0.006, adv=4.046, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:34<03:02,  1.55it/s, loss=0.679, pair=0.006, adv=4.046, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:35<03:02,  1.55it/s, loss=0.687, pair=0.015, adv=3.637, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:35<03:13,  1.46it/s, loss=0.687, pair=0.015, adv=3.637, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:35<03:13,  1.46it/s, loss=0.718, pair=0.032, adv=3.670, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:35<03:06,  1.51it/s, loss=0.718, pair=0.032, adv=3.670, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:36<03:06,  1.51it/s, loss=0.701, pair=0.000, adv=4.006, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:36<03:17,  1.42it/s, loss=0.701, pair=0.000, adv=4.006, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:37<03:17,  1.42it/s, loss=0.695, pair=0.006, adv=3.793, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:37<03:09,  1.47it/s, loss=0.695, pair=0.006, adv=3.793, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.684, pair=0.013, adv=3.668, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:21,  1.38it/s, loss=0.684, pair=0.013, adv=3.668, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:21,  1.38it/s, loss=0.683, pair=0.008, adv=3.864, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:38<03:09,  1.46it/s, loss=0.683, pair=0.008, adv=3.864, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:39<03:09,  1.46it/s, loss=0.775, pair=0.002, adv=3.811, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:39<03:16,  1.40it/s, loss=0.775, pair=0.002, adv=3.811, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:16,  1.40it/s, loss=0.703, pair=0.011, adv=4.174, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:09,  1.45it/s, loss=0.703, pair=0.011, adv=4.174, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:09,  1.45it/s, loss=0.697, pair=0.010, adv=3.802, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:40<03:14,  1.41it/s, loss=0.697, pair=0.010, adv=3.802, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.709, pair=0.004, adv=3.755, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:41<03:03,  1.49it/s, loss=0.709, pair=0.004, adv=3.755, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:42<03:03,  1.49it/s, loss=0.690, pair=0.004, adv=3.564, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:42<03:11,  1.42it/s, loss=0.690, pair=0.004, adv=3.564, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:42<03:11,  1.42it/s, loss=0.702, pair=0.005, adv=3.926, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:42<03:04,  1.47it/s, loss=0.702, pair=0.005, adv=3.926, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:43<03:04,  1.47it/s, loss=0.722, pair=0.007, adv=3.997, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:43<03:11,  1.41it/s, loss=0.722, pair=0.007, adv=3.997, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:11,  1.41it/s, loss=0.688, pair=0.012, adv=3.673, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:44<02:59,  1.50it/s, loss=0.688, pair=0.012, adv=3.673, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:45<02:59,  1.50it/s, loss=0.698, pair=0.007, adv=3.827, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:45<03:09,  1.41it/s, loss=0.698, pair=0.007, adv=3.827, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:45<03:09,  1.41it/s, loss=0.706, pair=0.007, adv=4.160, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:45<03:01,  1.47it/s, loss=0.706, pair=0.007, adv=4.160, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:46<03:01,  1.47it/s, loss=0.785, pair=0.027, adv=3.878, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.785, pair=0.027, adv=3.878, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:47<03:04,  1.44it/s, loss=0.710, pair=0.011, adv=3.848, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:47<02:58,  1.49it/s, loss=0.710, pair=0.011, adv=3.848, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:47<02:58,  1.49it/s, loss=0.716, pair=0.004, adv=3.829, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:47<03:11,  1.38it/s, loss=0.716, pair=0.004, adv=3.829, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:11,  1.38it/s, loss=0.690, pair=0.021, adv=4.056, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:48<02:59,  1.46it/s, loss=0.690, pair=0.021, adv=4.056, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:49<02:59,  1.46it/s, loss=0.700, pair=0.030, adv=3.757, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.700, pair=0.030, adv=3.757, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.721, pair=0.015, adv=4.067, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:49<02:56,  1.48it/s, loss=0.721, pair=0.015, adv=4.067, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.782, pair=0.006, adv=4.044, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:50<03:02,  1.43it/s, loss=0.782, pair=0.006, adv=4.044, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:51<03:02,  1.43it/s, loss=0.682, pair=0.002, adv=3.870, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:51<02:54,  1.49it/s, loss=0.682, pair=0.002, adv=3.870, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:52<02:54,  1.49it/s, loss=0.701, pair=0.004, adv=3.821, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<03:08,  1.37it/s, loss=0.701, pair=0.004, adv=3.821, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<03:08,  1.37it/s, loss=0.710, pair=0.041, adv=3.853, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:52<02:56,  1.46it/s, loss=0.710, pair=0.041, adv=3.853, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:53<02:56,  1.46it/s, loss=0.790, pair=0.023, adv=3.719, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:53<03:02,  1.40it/s, loss=0.790, pair=0.023, adv=3.719, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:54<03:02,  1.40it/s, loss=0.692, pair=0.026, adv=3.617, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.692, pair=0.026, adv=3.617, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.688, pair=0.008, adv=3.876, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:54<02:55,  1.45it/s, loss=0.688, pair=0.008, adv=3.876, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<02:55,  1.45it/s, loss=0.721, pair=0.006, adv=3.982, sprd=0.031]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:55<02:49,  1.50it/s, loss=0.721, pair=0.006, adv=3.982, sprd=0.031]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:56<02:49,  1.50it/s, loss=0.713, pair=0.010, adv=3.754, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.713, pair=0.010, adv=3.754, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.680, pair=0.030, adv=3.853, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:56<02:49,  1.48it/s, loss=0.680, pair=0.030, adv=3.853, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:49,  1.48it/s, loss=0.717, pair=0.036, adv=3.432, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:57<02:58,  1.40it/s, loss=0.717, pair=0.036, adv=3.432, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:58<02:58,  1.40it/s, loss=0.687, pair=0.009, adv=3.679, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.687, pair=0.009, adv=3.679, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.713, pair=0.002, adv=3.819, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:58<03:00,  1.37it/s, loss=0.713, pair=0.002, adv=3.819, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<03:00,  1.37it/s, loss=0.701, pair=0.006, adv=3.619, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 86/333 [00:59<02:49,  1.46it/s, loss=0.701, pair=0.006, adv=3.619, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:00<02:49,  1.46it/s, loss=0.701, pair=0.026, adv=3.991, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:00<02:56,  1.40it/s, loss=0.701, pair=0.026, adv=3.991, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:00<02:56,  1.40it/s, loss=0.688, pair=0.016, adv=3.586, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:00<02:43,  1.50it/s, loss=0.688, pair=0.016, adv=3.586, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:01<02:43,  1.50it/s, loss=0.686, pair=0.001, adv=3.649, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:01<02:56,  1.38it/s, loss=0.686, pair=0.001, adv=3.649, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:56,  1.38it/s, loss=0.698, pair=0.008, adv=3.913, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.698, pair=0.008, adv=3.913, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:03<02:45,  1.47it/s, loss=0.725, pair=0.004, adv=3.856, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.725, pair=0.004, adv=3.856, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.704, pair=0.006, adv=3.863, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:03<02:44,  1.47it/s, loss=0.704, pair=0.006, adv=3.863, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:44,  1.47it/s, loss=0.689, pair=0.005, adv=3.845, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:04<02:51,  1.40it/s, loss=0.689, pair=0.005, adv=3.845, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:05<02:51,  1.40it/s, loss=0.718, pair=0.003, adv=3.855, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:05<02:43,  1.46it/s, loss=0.718, pair=0.003, adv=3.855, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:05<02:43,  1.46it/s, loss=0.735, pair=0.008, adv=3.943, sprd=0.032]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:05<02:48,  1.41it/s, loss=0.735, pair=0.008, adv=3.943, sprd=0.032]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:48,  1.41it/s, loss=0.696, pair=0.008, adv=3.676, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:06<02:40,  1.48it/s, loss=0.696, pair=0.008, adv=3.676, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:07<02:40,  1.48it/s, loss=0.727, pair=0.005, adv=3.951, sprd=0.029]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:07<02:49,  1.40it/s, loss=0.727, pair=0.005, adv=3.951, sprd=0.029]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:07<02:49,  1.40it/s, loss=0.680, pair=0.012, adv=3.574, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:07<02:39,  1.47it/s, loss=0.680, pair=0.012, adv=3.574, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:39,  1.47it/s, loss=0.710, pair=0.022, adv=3.811, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:08<02:45,  1.42it/s, loss=0.710, pair=0.022, adv=3.811, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:09<02:45,  1.42it/s, loss=0.710, pair=0.005, adv=3.779, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.710, pair=0.005, adv=3.779, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:10<02:37,  1.48it/s, loss=0.707, pair=0.023, adv=3.572, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:41,  1.43it/s, loss=0.707, pair=0.023, adv=3.572, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:41,  1.43it/s, loss=0.708, pair=0.003, adv=3.730, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:10<02:34,  1.49it/s, loss=0.708, pair=0.003, adv=3.730, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:11<02:34,  1.49it/s, loss=0.696, pair=0.014, adv=3.805, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:11<02:43,  1.41it/s, loss=0.696, pair=0.014, adv=3.805, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:12<02:43,  1.41it/s, loss=0.707, pair=0.005, adv=3.727, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:36,  1.46it/s, loss=0.707, pair=0.005, adv=3.727, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:36,  1.46it/s, loss=0.692, pair=0.002, adv=3.841, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:12<02:39,  1.43it/s, loss=0.692, pair=0.002, adv=3.841, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:13<02:39,  1.43it/s, loss=0.671, pair=0.001, adv=3.680, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:13<02:30,  1.50it/s, loss=0.671, pair=0.001, adv=3.680, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:14<02:30,  1.50it/s, loss=0.764, pair=0.008, adv=3.574, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:14<02:36,  1.45it/s, loss=0.764, pair=0.008, adv=3.574, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:14<02:36,  1.45it/s, loss=0.700, pair=0.040, adv=3.812, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:14<02:28,  1.51it/s, loss=0.700, pair=0.040, adv=3.812, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:15<02:28,  1.51it/s, loss=0.698, pair=0.002, adv=3.711, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:15<02:33,  1.46it/s, loss=0.698, pair=0.002, adv=3.711, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:16<02:33,  1.46it/s, loss=0.680, pair=0.000, adv=3.837, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:16<02:25,  1.53it/s, loss=0.680, pair=0.000, adv=3.837, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:16<02:25,  1.53it/s, loss=0.701, pair=0.004, adv=3.731, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:16<02:34,  1.44it/s, loss=0.701, pair=0.004, adv=3.731, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:34,  1.44it/s, loss=0.710, pair=0.003, adv=3.723, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:17<02:28,  1.49it/s, loss=0.710, pair=0.003, adv=3.723, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:18<02:28,  1.49it/s, loss=0.692, pair=0.001, adv=3.716, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:18<02:34,  1.42it/s, loss=0.692, pair=0.001, adv=3.716, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:18<02:34,  1.42it/s, loss=0.709, pair=0.002, adv=3.645, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:18<02:27,  1.48it/s, loss=0.709, pair=0.002, adv=3.645, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:19<02:27,  1.48it/s, loss=0.763, pair=0.008, adv=3.619, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.763, pair=0.008, adv=3.619, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.700, pair=0.008, adv=3.646, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.700, pair=0.008, adv=3.646, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.681, pair=0.004, adv=3.638, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:20<02:31,  1.43it/s, loss=0.681, pair=0.004, adv=3.638, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:21<02:31,  1.43it/s, loss=0.681, pair=0.001, adv=3.451, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.681, pair=0.001, adv=3.451, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.699, pair=0.000, adv=3.706, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.699, pair=0.000, adv=3.706, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.711, pair=0.005, adv=3.596, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:22<02:22,  1.49it/s, loss=0.711, pair=0.005, adv=3.596, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:23<02:22,  1.49it/s, loss=0.699, pair=0.001, adv=3.589, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:23<02:28,  1.43it/s, loss=0.699, pair=0.001, adv=3.589, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:24<02:28,  1.43it/s, loss=0.704, pair=0.002, adv=3.868, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.704, pair=0.002, adv=3.868, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:25<02:22,  1.48it/s, loss=0.706, pair=0.004, adv=3.667, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.706, pair=0.004, adv=3.667, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.709, pair=0.008, adv=3.439, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:25<02:22,  1.47it/s, loss=0.709, pair=0.008, adv=3.439, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.718, pair=0.004, adv=3.721, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:26<02:30,  1.39it/s, loss=0.718, pair=0.004, adv=3.721, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:27<02:30,  1.39it/s, loss=0.672, pair=0.006, adv=3.402, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.672, pair=0.006, adv=3.402, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.693, pair=0.001, adv=3.623, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:27<02:23,  1.44it/s, loss=0.693, pair=0.001, adv=3.623, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.709, pair=0.006, adv=3.564, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:28<02:17,  1.49it/s, loss=0.709, pair=0.006, adv=3.564, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:29<02:17,  1.49it/s, loss=0.692, pair=0.002, adv=3.601, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.45it/s, loss=0.692, pair=0.002, adv=3.601, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:29<02:21,  1.45it/s, loss=0.695, pair=0.004, adv=3.633, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:29<02:15,  1.49it/s, loss=0.695, pair=0.004, adv=3.633, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:30<02:15,  1.49it/s, loss=0.705, pair=0.002, adv=3.727, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:30<02:26,  1.38it/s, loss=0.705, pair=0.002, adv=3.727, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:31<02:26,  1.38it/s, loss=0.668, pair=0.011, adv=3.752, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.48it/s, loss=0.668, pair=0.011, adv=3.752, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:32<02:16,  1.48it/s, loss=0.714, pair=0.010, adv=3.442, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:27,  1.36it/s, loss=0.714, pair=0.010, adv=3.442, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:27,  1.36it/s, loss=0.690, pair=0.002, adv=3.568, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:32<02:16,  1.46it/s, loss=0.690, pair=0.002, adv=3.568, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:33<02:16,  1.46it/s, loss=0.716, pair=0.009, adv=3.733, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:33<02:22,  1.39it/s, loss=0.716, pair=0.009, adv=3.733, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:34<02:22,  1.39it/s, loss=0.738, pair=0.044, adv=3.495, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:15,  1.46it/s, loss=0.738, pair=0.044, adv=3.495, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:15,  1.46it/s, loss=0.730, pair=0.010, adv=3.820, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:34<02:21,  1.39it/s, loss=0.730, pair=0.010, adv=3.820, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:35<02:21,  1.39it/s, loss=0.689, pair=0.001, adv=3.498, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:35<02:14,  1.45it/s, loss=0.689, pair=0.001, adv=3.498, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:36<02:14,  1.45it/s, loss=0.675, pair=0.011, adv=3.250, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:36<02:19,  1.40it/s, loss=0.675, pair=0.011, adv=3.250, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:36<02:19,  1.40it/s, loss=0.721, pair=0.003, adv=3.588, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:36<02:12,  1.45it/s, loss=0.721, pair=0.003, adv=3.588, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:37<02:12,  1.45it/s, loss=0.717, pair=0.020, adv=3.379, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:37<02:16,  1.41it/s, loss=0.717, pair=0.020, adv=3.379, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:38<02:16,  1.41it/s, loss=0.698, pair=0.006, adv=3.594, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.698, pair=0.006, adv=3.594, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:39<02:08,  1.49it/s, loss=0.709, pair=0.010, adv=3.539, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:14,  1.42it/s, loss=0.709, pair=0.010, adv=3.539, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:14,  1.42it/s, loss=0.661, pair=0.000, adv=3.517, sprd=0.015
Ep 037/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:39<02:06,  1.50it/s, loss=0.661, pair=0.000, adv=3.517, sprd=0.015
Ep 037/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:40<02:06,  1.50it/s, loss=0.692, pair=0.002, adv=3.495, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:40<02:10,  1.44it/s, loss=0.692, pair=0.002, adv=3.495, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:40<02:10,  1.44it/s, loss=0.697, pair=0.010, adv=3.858, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:40<02:04,  1.50it/s, loss=0.697, pair=0.010, adv=3.858, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:41<02:04,  1.50it/s, loss=0.759, pair=0.005, adv=3.566, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:41<02:09,  1.44it/s, loss=0.759, pair=0.005, adv=3.566, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:42<02:09,  1.44it/s, loss=0.692, pair=0.014, adv=3.677, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:42<02:03,  1.49it/s, loss=0.692, pair=0.014, adv=3.677, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:43<02:03,  1.49it/s, loss=0.703, pair=0.006, adv=3.531, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:12,  1.39it/s, loss=0.703, pair=0.006, adv=3.531, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:12,  1.39it/s, loss=0.689, pair=0.002, adv=3.572, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.689, pair=0.002, adv=3.572, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.700, pair=0.008, adv=3.692, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.700, pair=0.008, adv=3.692, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:45<02:07,  1.43it/s, loss=0.672, pair=0.016, adv=3.539, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:45<01:59,  1.51it/s, loss=0.672, pair=0.016, adv=3.539, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:45<01:59,  1.51it/s, loss=0.696, pair=0.004, adv=3.749, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:45<02:03,  1.46it/s, loss=0.696, pair=0.004, adv=3.749, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:46<02:03,  1.46it/s, loss=0.692, pair=0.004, adv=3.475, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:46<01:57,  1.52it/s, loss=0.692, pair=0.004, adv=3.475, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:47<01:57,  1.52it/s, loss=0.698, pair=0.005, adv=3.794, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:47<02:01,  1.46it/s, loss=0.698, pair=0.005, adv=3.794, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:47<02:01,  1.46it/s, loss=0.698, pair=0.010, adv=3.579, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:47<01:56,  1.52it/s, loss=0.698, pair=0.010, adv=3.579, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:48<01:56,  1.52it/s, loss=0.659, pair=0.007, adv=3.191, sprd=0.015
Ep 037/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:48<01:59,  1.47it/s, loss=0.659, pair=0.007, adv=3.191, sprd=0.015
Ep 037/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:49<01:59,  1.47it/s, loss=0.687, pair=0.004, adv=3.538, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:49<01:54,  1.53it/s, loss=0.687, pair=0.004, adv=3.538, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:49<01:54,  1.53it/s, loss=0.727, pair=0.001, adv=3.546, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:49<02:00,  1.45it/s, loss=0.727, pair=0.001, adv=3.546, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:50<02:00,  1.45it/s, loss=0.666, pair=0.010, adv=3.265, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:50<01:52,  1.53it/s, loss=0.666, pair=0.010, adv=3.265, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:51<01:52,  1.53it/s, loss=0.772, pair=0.011, adv=3.479, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:51<01:57,  1.47it/s, loss=0.772, pair=0.011, adv=3.479, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:51<01:57,  1.47it/s, loss=0.714, pair=0.012, adv=3.714, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:51<01:54,  1.50it/s, loss=0.714, pair=0.012, adv=3.714, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.50it/s, loss=0.712, pair=0.023, adv=3.567, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:52<01:57,  1.45it/s, loss=0.712, pair=0.023, adv=3.567, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:53<01:57,  1.45it/s, loss=0.709, pair=0.040, adv=3.518, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:53<01:51,  1.52it/s, loss=0.709, pair=0.040, adv=3.518, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:54<01:51,  1.52it/s, loss=0.695, pair=0.004, adv=3.644, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:54<02:01,  1.39it/s, loss=0.695, pair=0.004, adv=3.644, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:54<02:01,  1.39it/s, loss=0.710, pair=0.006, adv=3.626, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:54<01:54,  1.46it/s, loss=0.710, pair=0.006, adv=3.626, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.708, pair=0.010, adv=3.677, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.41it/s, loss=0.708, pair=0.010, adv=3.677, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.41it/s, loss=0.707, pair=0.017, adv=3.523, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:55<01:51,  1.48it/s, loss=0.707, pair=0.017, adv=3.523, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:56<01:51,  1.48it/s, loss=0.685, pair=0.019, adv=3.280, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:56<01:54,  1.44it/s, loss=0.685, pair=0.019, adv=3.280, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:57<01:54,  1.44it/s, loss=0.670, pair=0.006, adv=3.636, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:57<01:46,  1.53it/s, loss=0.670, pair=0.006, adv=3.636, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:58<01:46,  1.53it/s, loss=0.710, pair=0.017, adv=3.546, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:58<01:51,  1.45it/s, loss=0.710, pair=0.017, adv=3.546, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:58<01:51,  1.45it/s, loss=0.701, pair=0.006, adv=3.731, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:58<01:46,  1.52it/s, loss=0.701, pair=0.006, adv=3.731, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:59<01:46,  1.52it/s, loss=0.690, pair=0.003, adv=3.793, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.690, pair=0.003, adv=3.793, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.688, pair=0.009, adv=3.149, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  52%|▌| 174/333 [01:59<01:44,  1.52it/s, loss=0.688, pair=0.009, adv=3.149, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:00<01:44,  1.52it/s, loss=0.710, pair=0.007, adv=3.642, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:00<01:50,  1.43it/s, loss=0.710, pair=0.007, adv=3.642, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.686, pair=0.005, adv=3.674, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:01<01:45,  1.49it/s, loss=0.686, pair=0.005, adv=3.674, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:02<01:45,  1.49it/s, loss=0.723, pair=0.003, adv=3.730, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.723, pair=0.003, adv=3.730, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.700, pair=0.013, adv=3.603, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:02<01:44,  1.48it/s, loss=0.700, pair=0.013, adv=3.603, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:03<01:44,  1.48it/s, loss=0.762, pair=0.006, adv=3.440, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.762, pair=0.006, adv=3.440, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.693, pair=0.004, adv=3.666, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.693, pair=0.004, adv=3.666, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.699, pair=0.009, adv=3.697, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.699, pair=0.009, adv=3.697, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.679, pair=0.001, adv=3.929, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.679, pair=0.001, adv=3.929, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.711, pair=0.002, adv=3.943, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.43it/s, loss=0.711, pair=0.002, adv=3.943, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.43it/s, loss=0.688, pair=0.001, adv=3.788, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:06<01:39,  1.50it/s, loss=0.688, pair=0.001, adv=3.788, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.50it/s, loss=0.765, pair=0.001, adv=3.971, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:07<01:42,  1.44it/s, loss=0.765, pair=0.001, adv=3.971, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:08<01:42,  1.44it/s, loss=0.673, pair=0.000, adv=3.661, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:08<01:37,  1.50it/s, loss=0.673, pair=0.000, adv=3.661, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:09<01:37,  1.50it/s, loss=0.711, pair=0.012, adv=4.015, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:09<01:41,  1.43it/s, loss=0.711, pair=0.012, adv=4.015, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:09<01:41,  1.43it/s, loss=0.708, pair=0.004, adv=3.822, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:09<01:38,  1.48it/s, loss=0.708, pair=0.004, adv=3.822, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:10<01:38,  1.48it/s, loss=0.707, pair=0.003, adv=4.052, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.707, pair=0.003, adv=4.052, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.685, pair=0.007, adv=3.808, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:10<01:35,  1.50it/s, loss=0.685, pair=0.007, adv=3.808, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:11<01:35,  1.50it/s, loss=0.732, pair=0.037, adv=3.837, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:11<01:40,  1.41it/s, loss=0.732, pair=0.037, adv=3.837, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:12<01:40,  1.41it/s, loss=0.714, pair=0.015, adv=3.864, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:12<01:35,  1.47it/s, loss=0.714, pair=0.015, adv=3.864, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.694, pair=0.009, adv=3.823, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.42it/s, loss=0.694, pair=0.009, adv=3.823, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:13<01:38,  1.42it/s, loss=0.705, pair=0.003, adv=3.846, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:13<01:33,  1.49it/s, loss=0.705, pair=0.003, adv=3.846, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.49it/s, loss=0.694, pair=0.004, adv=3.648, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:14<01:36,  1.43it/s, loss=0.694, pair=0.004, adv=3.648, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:15<01:36,  1.43it/s, loss=0.674, pair=0.003, adv=3.503, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:15<01:29,  1.53it/s, loss=0.674, pair=0.003, adv=3.503, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:15<01:29,  1.53it/s, loss=0.706, pair=0.004, adv=4.121, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:15<01:33,  1.45it/s, loss=0.706, pair=0.004, adv=4.121, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:16<01:33,  1.45it/s, loss=0.665, pair=0.004, adv=3.686, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:16<01:27,  1.54it/s, loss=0.665, pair=0.004, adv=3.686, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:17<01:27,  1.54it/s, loss=0.702, pair=0.003, adv=3.802, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.702, pair=0.003, adv=3.802, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.676, pair=0.029, adv=3.960, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:17<01:28,  1.50it/s, loss=0.676, pair=0.029, adv=3.960, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:18<01:28,  1.50it/s, loss=0.697, pair=0.003, adv=3.800, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.697, pair=0.003, adv=3.800, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:19<01:32,  1.43it/s, loss=0.706, pair=0.018, adv=3.990, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.706, pair=0.018, adv=3.990, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.718, pair=0.011, adv=3.588, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:19<01:30,  1.43it/s, loss=0.718, pair=0.011, adv=3.588, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.685, pair=0.009, adv=3.767, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:20<01:25,  1.50it/s, loss=0.685, pair=0.009, adv=3.767, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:21<01:25,  1.50it/s, loss=0.710, pair=0.011, adv=3.650, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:21<01:30,  1.42it/s, loss=0.710, pair=0.011, adv=3.650, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:21<01:30,  1.42it/s, loss=0.731, pair=0.017, adv=3.779, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:21<01:26,  1.47it/s, loss=0.731, pair=0.017, adv=3.779, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.47it/s, loss=0.712, pair=0.011, adv=3.654, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:22<01:32,  1.36it/s, loss=0.712, pair=0.011, adv=3.654, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:23<01:32,  1.36it/s, loss=0.670, pair=0.004, adv=3.536, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:23<01:25,  1.46it/s, loss=0.670, pair=0.004, adv=3.536, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:24<01:25,  1.46it/s, loss=0.698, pair=0.009, adv=3.736, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.698, pair=0.009, adv=3.736, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.682, pair=0.005, adv=3.868, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:24<01:23,  1.47it/s, loss=0.682, pair=0.005, adv=3.868, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:25<01:23,  1.47it/s, loss=0.708, pair=0.000, adv=3.748, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:25<01:26,  1.40it/s, loss=0.708, pair=0.000, adv=3.748, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:26<01:26,  1.40it/s, loss=0.704, pair=0.035, adv=3.890, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:26<01:22,  1.46it/s, loss=0.704, pair=0.035, adv=3.890, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:27<01:22,  1.46it/s, loss=0.735, pair=0.022, adv=3.855, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:27<01:26,  1.38it/s, loss=0.735, pair=0.022, adv=3.855, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:27<01:26,  1.38it/s, loss=0.732, pair=0.011, adv=3.656, sprd=0.034
Ep 037/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:27<01:23,  1.43it/s, loss=0.732, pair=0.011, adv=3.656, sprd=0.034
Ep 037/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:28<01:23,  1.43it/s, loss=0.704, pair=0.007, adv=3.455, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:28<01:27,  1.34it/s, loss=0.704, pair=0.007, adv=3.455, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:29<01:27,  1.34it/s, loss=0.683, pair=0.008, adv=3.679, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:29<01:21,  1.44it/s, loss=0.683, pair=0.008, adv=3.679, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:29<01:21,  1.44it/s, loss=0.706, pair=0.005, adv=3.708, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:29<01:22,  1.40it/s, loss=0.706, pair=0.005, adv=3.708, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:30<01:22,  1.40it/s, loss=0.690, pair=0.001, adv=3.775, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.49it/s, loss=0.690, pair=0.001, adv=3.775, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.49it/s, loss=0.734, pair=0.018, adv=3.665, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.734, pair=0.018, adv=3.665, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.684, pair=0.015, adv=3.831, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:31<01:15,  1.51it/s, loss=0.684, pair=0.015, adv=3.831, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:32<01:15,  1.51it/s, loss=0.714, pair=0.007, adv=3.496, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:32<01:18,  1.42it/s, loss=0.714, pair=0.007, adv=3.496, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:33<01:18,  1.42it/s, loss=0.702, pair=0.016, adv=3.523, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:33<01:13,  1.51it/s, loss=0.702, pair=0.016, adv=3.523, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:33<01:13,  1.51it/s, loss=0.718, pair=0.001, adv=3.358, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:33<01:16,  1.45it/s, loss=0.718, pair=0.001, adv=3.358, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:34<01:16,  1.45it/s, loss=0.716, pair=0.022, adv=4.088, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.716, pair=0.022, adv=4.088, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.722, pair=0.029, adv=3.779, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.44it/s, loss=0.722, pair=0.029, adv=3.779, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:35<01:15,  1.44it/s, loss=0.691, pair=0.016, adv=3.852, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:35<01:10,  1.51it/s, loss=0.691, pair=0.016, adv=3.852, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:36<01:10,  1.51it/s, loss=0.700, pair=0.005, adv=3.742, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:36<01:12,  1.46it/s, loss=0.700, pair=0.005, adv=3.742, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:37<01:12,  1.46it/s, loss=0.697, pair=0.001, adv=3.668, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:37<01:08,  1.52it/s, loss=0.697, pair=0.001, adv=3.668, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:37<01:08,  1.52it/s, loss=0.726, pair=0.032, adv=3.961, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:37<01:11,  1.46it/s, loss=0.726, pair=0.032, adv=3.961, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:38<01:11,  1.46it/s, loss=0.689, pair=0.007, adv=3.775, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:38<01:07,  1.52it/s, loss=0.689, pair=0.007, adv=3.775, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:39<01:07,  1.52it/s, loss=0.690, pair=0.007, adv=3.461, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:39<01:09,  1.47it/s, loss=0.690, pair=0.007, adv=3.461, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:39<01:09,  1.47it/s, loss=0.725, pair=0.007, adv=3.744, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:39<01:06,  1.53it/s, loss=0.725, pair=0.007, adv=3.744, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.53it/s, loss=0.786, pair=0.001, adv=3.860, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:40<01:09,  1.45it/s, loss=0.786, pair=0.001, adv=3.860, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:41<01:09,  1.45it/s, loss=0.690, pair=0.012, adv=4.000, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:41<01:04,  1.53it/s, loss=0.690, pair=0.012, adv=4.000, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:41<01:04,  1.53it/s, loss=0.792, pair=0.017, adv=3.768, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:41<01:07,  1.46it/s, loss=0.792, pair=0.017, adv=3.768, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:42<01:07,  1.46it/s, loss=0.700, pair=0.018, adv=3.985, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:42<01:03,  1.52it/s, loss=0.700, pair=0.018, adv=3.985, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:43<01:03,  1.52it/s, loss=0.686, pair=0.010, adv=3.684, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:43<01:06,  1.44it/s, loss=0.686, pair=0.010, adv=3.684, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:43<01:06,  1.44it/s, loss=0.695, pair=0.009, adv=3.780, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:43<01:03,  1.51it/s, loss=0.695, pair=0.009, adv=3.780, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:44<01:03,  1.51it/s, loss=0.700, pair=0.007, adv=4.055, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:44<01:06,  1.42it/s, loss=0.700, pair=0.007, adv=4.055, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:45<01:06,  1.42it/s, loss=0.727, pair=0.014, adv=3.843, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.47it/s, loss=0.727, pair=0.014, adv=3.843, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:46<01:03,  1.47it/s, loss=0.701, pair=0.020, adv=3.839, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.701, pair=0.020, adv=3.839, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.703, pair=0.014, adv=4.104, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:46<01:01,  1.47it/s, loss=0.703, pair=0.014, adv=4.104, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:47<01:01,  1.47it/s, loss=0.725, pair=0.021, adv=3.778, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:47<01:03,  1.41it/s, loss=0.725, pair=0.021, adv=3.778, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:48<01:03,  1.41it/s, loss=0.680, pair=0.023, adv=4.077, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:48<00:59,  1.50it/s, loss=0.680, pair=0.023, adv=4.077, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:48<00:59,  1.50it/s, loss=0.688, pair=0.011, adv=3.727, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:48<01:02,  1.41it/s, loss=0.688, pair=0.011, adv=3.727, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:49<01:02,  1.41it/s, loss=0.691, pair=0.004, adv=3.909, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.691, pair=0.004, adv=3.909, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.701, pair=0.004, adv=4.012, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.41it/s, loss=0.701, pair=0.004, adv=4.012, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:50<01:00,  1.41it/s, loss=0.692, pair=0.006, adv=3.796, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:50<00:57,  1.47it/s, loss=0.692, pair=0.006, adv=3.796, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:51<00:57,  1.47it/s, loss=0.683, pair=0.004, adv=3.847, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:51<00:58,  1.43it/s, loss=0.683, pair=0.004, adv=3.847, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:52<00:58,  1.43it/s, loss=0.677, pair=0.005, adv=3.953, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:52<00:55,  1.51it/s, loss=0.677, pair=0.005, adv=3.953, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:52<00:55,  1.51it/s, loss=0.690, pair=0.006, adv=3.561, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:52<00:56,  1.44it/s, loss=0.690, pair=0.006, adv=3.561, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:53<00:56,  1.44it/s, loss=0.695, pair=0.011, adv=3.748, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:53<00:54,  1.50it/s, loss=0.695, pair=0.011, adv=3.748, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:54<00:54,  1.50it/s, loss=0.706, pair=0.038, adv=3.699, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:54<00:55,  1.43it/s, loss=0.706, pair=0.038, adv=3.699, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:54<00:55,  1.43it/s, loss=0.706, pair=0.002, adv=3.995, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:54<00:53,  1.48it/s, loss=0.706, pair=0.002, adv=3.995, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:55<00:53,  1.48it/s, loss=0.696, pair=0.010, adv=3.832, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:55<00:54,  1.43it/s, loss=0.696, pair=0.010, adv=3.832, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.686, pair=0.009, adv=4.022, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:56<00:51,  1.49it/s, loss=0.686, pair=0.009, adv=4.022, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.49it/s, loss=0.681, pair=0.007, adv=3.781, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:57<00:53,  1.43it/s, loss=0.681, pair=0.007, adv=3.781, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:57<00:53,  1.43it/s, loss=0.680, pair=0.010, adv=3.793, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:57<00:50,  1.50it/s, loss=0.680, pair=0.010, adv=3.793, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.50it/s, loss=0.722, pair=0.012, adv=4.141, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.722, pair=0.012, adv=4.141, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:59<00:52,  1.42it/s, loss=0.712, pair=0.016, adv=3.671, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.49it/s, loss=0.712, pair=0.016, adv=3.671, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.49it/s, loss=0.708, pair=0.017, adv=3.944, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  78%|▊| 261/333 [02:59<00:49,  1.44it/s, loss=0.708, pair=0.017, adv=3.944, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.44it/s, loss=0.717, pair=0.010, adv=3.911, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:00<00:47,  1.49it/s, loss=0.717, pair=0.010, adv=3.911, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.697, pair=0.013, adv=3.822, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.697, pair=0.013, adv=3.822, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.700, pair=0.016, adv=4.010, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:01<00:46,  1.49it/s, loss=0.700, pair=0.016, adv=4.010, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.695, pair=0.021, adv=3.857, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:02<00:46,  1.46it/s, loss=0.695, pair=0.021, adv=3.857, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:03<00:46,  1.46it/s, loss=0.693, pair=0.007, adv=3.790, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:03<00:44,  1.51it/s, loss=0.693, pair=0.007, adv=3.790, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:03<00:44,  1.51it/s, loss=0.690, pair=0.008, adv=4.135, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:03<00:45,  1.45it/s, loss=0.690, pair=0.008, adv=4.135, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:04<00:45,  1.45it/s, loss=0.704, pair=0.006, adv=3.487, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:04<00:43,  1.49it/s, loss=0.704, pair=0.006, adv=3.487, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.765, pair=0.027, adv=3.860, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:05<00:44,  1.43it/s, loss=0.765, pair=0.027, adv=3.860, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:05<00:44,  1.43it/s, loss=0.689, pair=0.012, adv=3.695, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:05<00:42,  1.49it/s, loss=0.689, pair=0.012, adv=3.695, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.690, pair=0.010, adv=3.484, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.43it/s, loss=0.690, pair=0.010, adv=3.484, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.43it/s, loss=0.694, pair=0.005, adv=4.007, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.694, pair=0.005, adv=4.007, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.721, pair=0.046, adv=3.769, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:07<00:41,  1.46it/s, loss=0.721, pair=0.046, adv=3.769, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:08<00:41,  1.46it/s, loss=0.722, pair=0.005, adv=3.831, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:08<00:39,  1.49it/s, loss=0.722, pair=0.005, adv=3.831, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.49it/s, loss=0.693, pair=0.008, adv=3.982, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.42it/s, loss=0.693, pair=0.008, adv=3.982, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.42it/s, loss=0.713, pair=0.005, adv=3.812, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:09<00:38,  1.49it/s, loss=0.713, pair=0.005, adv=3.812, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.49it/s, loss=0.679, pair=0.010, adv=3.569, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:10<00:38,  1.44it/s, loss=0.679, pair=0.010, adv=3.569, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.693, pair=0.017, adv=4.070, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:11<00:36,  1.52it/s, loss=0.693, pair=0.017, adv=4.070, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:12<00:36,  1.52it/s, loss=0.697, pair=0.008, adv=3.584, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.45it/s, loss=0.697, pair=0.008, adv=3.584, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.45it/s, loss=0.687, pair=0.020, adv=4.124, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:12<00:35,  1.51it/s, loss=0.687, pair=0.020, adv=4.124, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.51it/s, loss=0.712, pair=0.003, adv=3.783, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:13<00:37,  1.38it/s, loss=0.712, pair=0.003, adv=3.783, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:14<00:37,  1.38it/s, loss=0.679, pair=0.022, adv=3.575, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.679, pair=0.022, adv=3.575, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.713, pair=0.011, adv=3.873, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:14<00:35,  1.41it/s, loss=0.713, pair=0.011, adv=3.873, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:15<00:35,  1.41it/s, loss=0.700, pair=0.005, adv=3.893, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:15<00:33,  1.47it/s, loss=0.700, pair=0.005, adv=3.893, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:16<00:33,  1.47it/s, loss=0.768, pair=0.005, adv=3.672, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.768, pair=0.005, adv=3.672, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.703, pair=0.009, adv=3.901, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:16<00:31,  1.49it/s, loss=0.703, pair=0.009, adv=3.901, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.707, pair=0.005, adv=3.457, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:17<00:31,  1.44it/s, loss=0.707, pair=0.005, adv=3.457, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:18<00:31,  1.44it/s, loss=0.697, pair=0.020, adv=3.707, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:18<00:29,  1.53it/s, loss=0.697, pair=0.020, adv=3.707, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:18<00:29,  1.53it/s, loss=0.694, pair=0.017, adv=3.708, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:18<00:30,  1.45it/s, loss=0.694, pair=0.017, adv=3.708, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.45it/s, loss=0.700, pair=0.011, adv=4.021, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:19<00:28,  1.50it/s, loss=0.700, pair=0.011, adv=4.021, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.50it/s, loss=0.699, pair=0.004, adv=3.666, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.43it/s, loss=0.699, pair=0.004, adv=3.666, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.43it/s, loss=0.690, pair=0.016, adv=3.987, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:20<00:27,  1.48it/s, loss=0.690, pair=0.016, adv=3.987, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:21<00:27,  1.48it/s, loss=0.701, pair=0.025, adv=3.709, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:21<00:28,  1.42it/s, loss=0.701, pair=0.025, adv=3.709, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.42it/s, loss=0.706, pair=0.020, adv=3.440, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.49it/s, loss=0.706, pair=0.020, adv=3.440, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.49it/s, loss=0.709, pair=0.036, adv=3.554, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.39it/s, loss=0.709, pair=0.036, adv=3.554, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.39it/s, loss=0.687, pair=0.005, adv=3.742, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:23<00:25,  1.47it/s, loss=0.687, pair=0.005, adv=3.742, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.677, pair=0.007, adv=3.583, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:24<00:25,  1.43it/s, loss=0.677, pair=0.007, adv=3.583, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.43it/s, loss=0.690, pair=0.019, adv=3.500, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.48it/s, loss=0.690, pair=0.019, adv=3.500, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:25<00:23,  1.48it/s, loss=0.705, pair=0.058, adv=3.255, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:25<00:23,  1.46it/s, loss=0.705, pair=0.058, adv=3.255, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:26<00:23,  1.46it/s, loss=0.690, pair=0.001, adv=3.644, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:26<00:21,  1.51it/s, loss=0.690, pair=0.001, adv=3.644, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:27<00:21,  1.51it/s, loss=0.681, pair=0.014, adv=3.709, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:27<00:23,  1.37it/s, loss=0.681, pair=0.014, adv=3.709, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:27<00:23,  1.37it/s, loss=0.683, pair=0.000, adv=3.908, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:27<00:21,  1.45it/s, loss=0.683, pair=0.000, adv=3.908, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:28<00:21,  1.45it/s, loss=0.770, pair=0.001, adv=3.902, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:28<00:21,  1.41it/s, loss=0.770, pair=0.001, adv=3.902, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.41it/s, loss=0.695, pair=0.003, adv=3.779, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.695, pair=0.003, adv=3.779, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.692, pair=0.017, adv=3.708, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:29<00:19,  1.44it/s, loss=0.692, pair=0.017, adv=3.708, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:30<00:19,  1.44it/s, loss=0.711, pair=0.010, adv=3.818, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:30<00:17,  1.51it/s, loss=0.711, pair=0.010, adv=3.818, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:31<00:17,  1.51it/s, loss=0.773, pair=0.001, adv=4.022, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.44it/s, loss=0.773, pair=0.001, adv=4.022, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:31<00:18,  1.44it/s, loss=0.707, pair=0.016, adv=3.705, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:31<00:16,  1.49it/s, loss=0.707, pair=0.016, adv=3.705, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:32<00:16,  1.49it/s, loss=0.710, pair=0.009, adv=3.955, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:32<00:17,  1.37it/s, loss=0.710, pair=0.009, adv=3.955, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:33<00:17,  1.37it/s, loss=0.718, pair=0.011, adv=3.477, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:33<00:16,  1.43it/s, loss=0.718, pair=0.011, adv=3.477, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:34<00:16,  1.43it/s, loss=0.710, pair=0.011, adv=3.990, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:34<00:16,  1.36it/s, loss=0.710, pair=0.011, adv=3.990, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:34<00:16,  1.36it/s, loss=0.687, pair=0.005, adv=4.073, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:34<00:14,  1.44it/s, loss=0.687, pair=0.005, adv=4.073, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.44it/s, loss=0.704, pair=0.003, adv=3.542, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:35<00:14,  1.37it/s, loss=0.704, pair=0.003, adv=3.542, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.37it/s, loss=0.713, pair=0.010, adv=3.583, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:36<00:13,  1.45it/s, loss=0.713, pair=0.010, adv=3.583, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:37<00:13,  1.45it/s, loss=0.771, pair=0.001, adv=3.549, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.771, pair=0.001, adv=3.549, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.693, pair=0.000, adv=3.688, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.693, pair=0.000, adv=3.688, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.47it/s, loss=0.690, pair=0.007, adv=3.582, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.37it/s, loss=0.690, pair=0.007, adv=3.582, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.37it/s, loss=0.674, pair=0.024, adv=3.590, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.674, pair=0.024, adv=3.590, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.710, pair=0.005, adv=3.537, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.710, pair=0.005, adv=3.537, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.41it/s, loss=0.698, pair=0.004, adv=3.824, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.698, pair=0.004, adv=3.824, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.701, pair=0.015, adv=3.777, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.701, pair=0.015, adv=3.777, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.710, pair=0.011, adv=3.701, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:41<00:07,  1.47it/s, loss=0.710, pair=0.011, adv=3.701, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.706, pair=0.009, adv=3.466, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:42<00:07,  1.41it/s, loss=0.706, pair=0.009, adv=3.466, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.41it/s, loss=0.684, pair=0.003, adv=3.783, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.50it/s, loss=0.684, pair=0.003, adv=3.783, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:43<00:06,  1.50it/s, loss=0.719, pair=0.005, adv=3.950, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:43<00:05,  1.38it/s, loss=0.719, pair=0.005, adv=3.950, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.38it/s, loss=0.707, pair=0.009, adv=3.802, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.46it/s, loss=0.707, pair=0.009, adv=3.802, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.46it/s, loss=0.702, pair=0.014, adv=3.721, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.702, pair=0.014, adv=3.721, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.725, pair=0.025, adv=3.943, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.45it/s, loss=0.725, pair=0.025, adv=3.943, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.45it/s, loss=0.690, pair=0.025, adv=3.643, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:46<00:02,  1.43it/s, loss=0.690, pair=0.025, adv=3.643, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.681, pair=0.002, adv=3.907, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.681, pair=0.002, adv=3.907, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:48<00:01,  1.51it/s, loss=0.683, pair=0.030, adv=3.357, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.47it/s, loss=0.683, pair=0.030, adv=3.357, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.47it/s, loss=0.681, pair=0.015, adv=3.988, sprd=0.020
Ep 037/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.681, pair=0.015, adv=3.988, sprd=0.020
Ep 037/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.52it/s, loss=0.761, pair=0.002, adv=3.689, sprd=0.021
Ep 037/60 [S2→S3:ramp]: 100%|█| 333/333 [03:49<00:00,  1.46it/s, loss=0.761, pair=0.002, adv=3.689, sprd=0.021
                                                                                                              
Epoch 037/60 [S2→S3:ramp]  loss=0.7046  mat=0.2366  sens=1.0202  pair=0.0108  adv=3.7582(rand=3.37)  deg=0.0148  orth=0.0019  spread=0.0229  q_mean=49.5  q_std=14.8  α=0.29 β=0.31 γ=0.58 λ_grl=0.600  lr=3.78e-05  229s

Ep 038/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 038/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.710, pair=0.007, adv=4.109, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:47,  1.23s/it, loss=0.710, pair=0.007, adv=4.109, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:47,  1.23s/it, loss=0.700, pair=0.019, adv=3.754, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 2/333 [00:01<04:43,  1.17it/s, loss=0.700, pair=0.019, adv=3.754, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<04:43,  1.17it/s, loss=0.708, pair=0.007, adv=3.902, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   1%|  | 3/333 [00:02<04:30,  1.22it/s, loss=0.708, pair=0.007, adv=3.902, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<04:30,  1.22it/s, loss=0.697, pair=0.013, adv=4.055, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:00,  1.37it/s, loss=0.697, pair=0.013, adv=4.055, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:00,  1.37it/s, loss=0.726, pair=0.010, adv=3.573, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   2%|  | 5/333 [00:03<04:00,  1.37it/s, loss=0.726, pair=0.010, adv=3.573, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   2%|  | 5/333 [00:04<04:00,  1.37it/s, loss=0.732, pair=0.013, adv=3.838, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:   2%|  | 6/333 [00:04<03:41,  1.48it/s, loss=0.732, pair=0.013, adv=3.838, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:   2%|  | 6/333 [00:05<03:41,  1.48it/s, loss=0.708, pair=0.023, adv=3.396, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<03:59,  1.36it/s, loss=0.708, pair=0.023, adv=3.396, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<03:59,  1.36it/s, loss=0.696, pair=0.008, adv=3.380, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   2%|  | 8/333 [00:05<03:38,  1.49it/s, loss=0.696, pair=0.008, adv=3.380, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:38,  1.49it/s, loss=0.720, pair=0.007, adv=3.401, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:   3%|  | 9/333 [00:06<03:46,  1.43it/s, loss=0.720, pair=0.007, adv=3.401, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:   3%|  | 9/333 [00:07<03:46,  1.43it/s, loss=0.701, pair=0.002, adv=3.643, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:34,  1.51it/s, loss=0.701, pair=0.002, adv=3.643, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   3%| | 10/333 [00:08<03:34,  1.51it/s, loss=0.716, pair=0.002, adv=3.542, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:54,  1.37it/s, loss=0.716, pair=0.002, adv=3.542, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:54,  1.37it/s, loss=0.734, pair=0.006, adv=3.362, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:   4%| | 12/333 [00:08<03:43,  1.44it/s, loss=0.734, pair=0.006, adv=3.362, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:   4%| | 12/333 [00:09<03:43,  1.44it/s, loss=0.711, pair=0.002, adv=3.629, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:58,  1.34it/s, loss=0.711, pair=0.002, adv=3.629, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   4%| | 13/333 [00:10<03:58,  1.34it/s, loss=0.723, pair=0.011, adv=3.740, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:43,  1.43it/s, loss=0.723, pair=0.011, adv=3.740, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:   4%| | 14/333 [00:11<03:43,  1.43it/s, loss=0.735, pair=0.001, adv=3.625, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:56,  1.34it/s, loss=0.735, pair=0.001, adv=3.625, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:56,  1.34it/s, loss=0.712, pair=0.019, adv=3.589, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   5%| | 16/333 [00:11<03:43,  1.42it/s, loss=0.712, pair=0.019, adv=3.589, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   5%| | 16/333 [00:12<03:43,  1.42it/s, loss=0.701, pair=0.011, adv=3.652, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<04:00,  1.32it/s, loss=0.701, pair=0.011, adv=3.652, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:   5%| | 17/333 [00:13<04:00,  1.32it/s, loss=0.696, pair=0.018, adv=3.585, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:42,  1.41it/s, loss=0.696, pair=0.018, adv=3.585, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:42,  1.41it/s, loss=0.745, pair=0.019, adv=3.789, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:   6%| | 19/333 [00:13<03:56,  1.33it/s, loss=0.745, pair=0.019, adv=3.789, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:   6%| | 19/333 [00:14<03:56,  1.33it/s, loss=0.692, pair=0.017, adv=3.620, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:40,  1.42it/s, loss=0.692, pair=0.017, adv=3.620, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   6%| | 20/333 [00:15<03:40,  1.42it/s, loss=0.699, pair=0.011, adv=3.867, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:44,  1.39it/s, loss=0.699, pair=0.011, adv=3.867, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:44,  1.39it/s, loss=0.707, pair=0.006, adv=3.864, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   7%| | 22/333 [00:15<03:30,  1.48it/s, loss=0.707, pair=0.006, adv=3.864, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   7%| | 22/333 [00:16<03:30,  1.48it/s, loss=0.697, pair=0.022, adv=3.639, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.697, pair=0.022, adv=3.639, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:   7%| | 23/333 [00:17<03:35,  1.44it/s, loss=0.676, pair=0.004, adv=3.326, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:20,  1.54it/s, loss=0.676, pair=0.004, adv=3.326, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:20,  1.54it/s, loss=0.719, pair=0.046, adv=3.767, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   8%| | 25/333 [00:17<03:31,  1.46it/s, loss=0.719, pair=0.046, adv=3.767, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   8%| | 25/333 [00:18<03:31,  1.46it/s, loss=0.714, pair=0.029, adv=3.742, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   8%| | 26/333 [00:18<03:22,  1.51it/s, loss=0.714, pair=0.029, adv=3.742, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   8%| | 26/333 [00:19<03:22,  1.51it/s, loss=0.734, pair=0.010, adv=3.823, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:40,  1.39it/s, loss=0.734, pair=0.010, adv=3.823, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:40,  1.39it/s, loss=0.688, pair=0.007, adv=3.534, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   8%| | 28/333 [00:19<03:25,  1.48it/s, loss=0.688, pair=0.007, adv=3.534, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   8%| | 28/333 [00:20<03:25,  1.48it/s, loss=0.702, pair=0.001, adv=3.831, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.702, pair=0.001, adv=3.831, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   9%| | 29/333 [00:21<03:33,  1.42it/s, loss=0.675, pair=0.003, adv=3.538, sprd=0.015]
Ep 038/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:19,  1.52it/s, loss=0.675, pair=0.003, adv=3.538, sprd=0.015]
Ep 038/60 [S2→S3:ramp]:   9%| | 30/333 [00:22<03:19,  1.52it/s, loss=0.712, pair=0.004, adv=3.681, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:34,  1.41it/s, loss=0.712, pair=0.004, adv=3.681, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:34,  1.41it/s, loss=0.691, pair=0.001, adv=3.564, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  10%| | 32/333 [00:22<03:22,  1.49it/s, loss=0.691, pair=0.001, adv=3.564, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  10%| | 32/333 [00:23<03:22,  1.49it/s, loss=0.802, pair=0.009, adv=3.798, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.802, pair=0.009, adv=3.798, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:  10%| | 33/333 [00:24<03:29,  1.43it/s, loss=0.707, pair=0.009, adv=3.752, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.707, pair=0.009, adv=3.752, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.706, pair=0.004, adv=3.657, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  11%| | 35/333 [00:24<03:25,  1.45it/s, loss=0.706, pair=0.004, adv=3.657, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  11%| | 35/333 [00:25<03:25,  1.45it/s, loss=0.715, pair=0.010, adv=3.876, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.715, pair=0.010, adv=3.876, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  11%| | 36/333 [00:26<03:19,  1.49it/s, loss=0.697, pair=0.003, adv=4.005, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:30,  1.41it/s, loss=0.697, pair=0.003, adv=4.005, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:30,  1.41it/s, loss=0.693, pair=0.005, adv=3.860, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  11%| | 38/333 [00:26<03:18,  1.48it/s, loss=0.693, pair=0.005, adv=3.860, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  11%| | 38/333 [00:27<03:18,  1.48it/s, loss=0.709, pair=0.010, adv=3.644, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:28,  1.41it/s, loss=0.709, pair=0.010, adv=3.644, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  12%| | 39/333 [00:28<03:28,  1.41it/s, loss=0.694, pair=0.008, adv=3.775, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.694, pair=0.008, adv=3.775, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.721, pair=0.002, adv=3.868, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  12%| | 41/333 [00:28<03:23,  1.44it/s, loss=0.721, pair=0.002, adv=3.868, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  12%| | 41/333 [00:29<03:23,  1.44it/s, loss=0.714, pair=0.006, adv=3.873, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:16,  1.48it/s, loss=0.714, pair=0.006, adv=3.873, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:30<03:16,  1.48it/s, loss=0.719, pair=0.029, adv=3.847, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:30<03:30,  1.38it/s, loss=0.719, pair=0.029, adv=3.847, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:31<03:30,  1.38it/s, loss=0.698, pair=0.013, adv=3.842, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:19,  1.45it/s, loss=0.698, pair=0.013, adv=3.842, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:19,  1.45it/s, loss=0.717, pair=0.013, adv=3.895, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:26,  1.40it/s, loss=0.717, pair=0.013, adv=3.895, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:32<03:26,  1.40it/s, loss=0.708, pair=0.013, adv=3.540, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:32<03:15,  1.47it/s, loss=0.708, pair=0.013, adv=3.540, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:33<03:15,  1.47it/s, loss=0.706, pair=0.025, adv=3.841, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:23,  1.41it/s, loss=0.706, pair=0.025, adv=3.841, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:23,  1.41it/s, loss=0.713, pair=0.037, adv=3.888, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:13,  1.47it/s, loss=0.713, pair=0.037, adv=3.888, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:34<03:13,  1.47it/s, loss=0.753, pair=0.023, adv=3.634, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:34<03:29,  1.36it/s, loss=0.753, pair=0.023, adv=3.634, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:35<03:29,  1.36it/s, loss=0.716, pair=0.029, adv=3.735, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:35<03:16,  1.44it/s, loss=0.716, pair=0.029, adv=3.735, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:36<03:16,  1.44it/s, loss=0.702, pair=0.012, adv=3.771, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:36<03:22,  1.39it/s, loss=0.702, pair=0.012, adv=3.771, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:36<03:22,  1.39it/s, loss=0.711, pair=0.008, adv=3.733, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:36<03:12,  1.46it/s, loss=0.711, pair=0.008, adv=3.733, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:37<03:12,  1.46it/s, loss=0.683, pair=0.006, adv=3.625, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:37<03:17,  1.42it/s, loss=0.683, pair=0.006, adv=3.625, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:38<03:17,  1.42it/s, loss=0.719, pair=0.009, adv=3.750, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.719, pair=0.009, adv=3.750, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.715, pair=0.016, adv=3.830, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:18,  1.40it/s, loss=0.715, pair=0.016, adv=3.830, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:39<03:18,  1.40it/s, loss=0.707, pair=0.014, adv=3.588, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:39<03:09,  1.46it/s, loss=0.707, pair=0.014, adv=3.588, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:40<03:09,  1.46it/s, loss=0.726, pair=0.012, adv=3.624, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:15,  1.41it/s, loss=0.726, pair=0.012, adv=3.624, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:15,  1.41it/s, loss=0.707, pair=0.003, adv=3.895, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:06,  1.47it/s, loss=0.707, pair=0.003, adv=3.895, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:41<03:06,  1.47it/s, loss=0.702, pair=0.009, adv=4.063, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:41<03:11,  1.43it/s, loss=0.702, pair=0.009, adv=4.063, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:42<03:11,  1.43it/s, loss=0.688, pair=0.006, adv=3.634, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:42<02:59,  1.52it/s, loss=0.688, pair=0.006, adv=3.634, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:42<02:59,  1.52it/s, loss=0.774, pair=0.010, adv=3.653, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:42<03:09,  1.43it/s, loss=0.774, pair=0.010, adv=3.653, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:43<03:09,  1.43it/s, loss=0.733, pair=0.005, adv=3.650, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.733, pair=0.005, adv=3.650, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:44<03:02,  1.49it/s, loss=0.716, pair=0.001, adv=3.809, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:11,  1.41it/s, loss=0.716, pair=0.001, adv=3.809, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:11,  1.41it/s, loss=0.718, pair=0.003, adv=3.919, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:44<03:02,  1.48it/s, loss=0.718, pair=0.003, adv=3.919, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:45<03:02,  1.48it/s, loss=0.693, pair=0.045, adv=3.619, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:45<03:06,  1.44it/s, loss=0.693, pair=0.045, adv=3.619, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:46<03:06,  1.44it/s, loss=0.716, pair=0.028, adv=4.102, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:46<02:59,  1.49it/s, loss=0.716, pair=0.028, adv=4.102, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:47<02:59,  1.49it/s, loss=0.709, pair=0.033, adv=3.900, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:47<03:03,  1.45it/s, loss=0.709, pair=0.033, adv=3.900, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:47<03:03,  1.45it/s, loss=0.713, pair=0.016, adv=3.877, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:47<02:55,  1.51it/s, loss=0.713, pair=0.016, adv=3.877, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:48<02:55,  1.51it/s, loss=0.719, pair=0.007, adv=3.750, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.719, pair=0.007, adv=3.750, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.696, pair=0.051, adv=3.659, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:48<02:54,  1.50it/s, loss=0.696, pair=0.051, adv=3.659, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:49<02:54,  1.50it/s, loss=0.706, pair=0.038, adv=3.849, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:49<02:58,  1.46it/s, loss=0.706, pair=0.038, adv=3.849, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:50<02:58,  1.46it/s, loss=0.709, pair=0.036, adv=3.635, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:50<02:50,  1.53it/s, loss=0.709, pair=0.036, adv=3.635, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:51<02:50,  1.53it/s, loss=0.714, pair=0.007, adv=4.008, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:51<03:01,  1.43it/s, loss=0.714, pair=0.007, adv=4.008, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:51<03:01,  1.43it/s, loss=0.710, pair=0.004, adv=3.812, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:51<02:53,  1.49it/s, loss=0.710, pair=0.004, adv=3.812, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:52<02:53,  1.49it/s, loss=0.699, pair=0.009, adv=3.918, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<03:00,  1.43it/s, loss=0.699, pair=0.009, adv=3.918, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:53<03:00,  1.43it/s, loss=0.711, pair=0.011, adv=3.294, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:53<02:54,  1.47it/s, loss=0.711, pair=0.011, adv=3.294, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:53<02:54,  1.47it/s, loss=0.711, pair=0.026, adv=3.740, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.711, pair=0.026, adv=3.740, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:54<03:00,  1.42it/s, loss=0.717, pair=0.016, adv=3.808, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.717, pair=0.016, adv=3.808, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:55<02:52,  1.48it/s, loss=0.778, pair=0.004, adv=3.729, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.778, pair=0.004, adv=3.729, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<02:59,  1.41it/s, loss=0.705, pair=0.009, adv=3.937, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:55<02:48,  1.50it/s, loss=0.705, pair=0.009, adv=3.937, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:56<02:48,  1.50it/s, loss=0.716, pair=0.018, adv=3.516, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.716, pair=0.018, adv=3.516, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:57<02:57,  1.42it/s, loss=0.686, pair=0.005, adv=3.562, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:45,  1.52it/s, loss=0.686, pair=0.005, adv=3.562, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:45,  1.52it/s, loss=0.704, pair=0.002, adv=3.650, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.704, pair=0.002, adv=3.650, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:58<02:53,  1.44it/s, loss=0.745, pair=0.010, adv=3.567, sprd=0.032]
Ep 038/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.745, pair=0.010, adv=3.567, sprd=0.032]
Ep 038/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:59<02:48,  1.48it/s, loss=0.709, pair=0.011, adv=3.652, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.709, pair=0.011, adv=3.652, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.702, pair=0.032, adv=3.761, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 86/333 [00:59<02:45,  1.49it/s, loss=0.702, pair=0.032, adv=3.761, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:00<02:45,  1.49it/s, loss=0.721, pair=0.026, adv=3.865, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:00<02:50,  1.45it/s, loss=0.721, pair=0.026, adv=3.865, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:01<02:50,  1.45it/s, loss=0.729, pair=0.015, adv=3.776, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.729, pair=0.015, adv=3.776, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:02<02:44,  1.49it/s, loss=0.697, pair=0.005, adv=3.663, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:51,  1.42it/s, loss=0.697, pair=0.005, adv=3.663, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:51,  1.42it/s, loss=0.741, pair=0.013, adv=3.793, sprd=0.033]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.741, pair=0.013, adv=3.793, sprd=0.033]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:03<02:45,  1.47it/s, loss=0.730, pair=0.016, adv=3.836, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.730, pair=0.016, adv=3.836, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:04<02:50,  1.42it/s, loss=0.715, pair=0.027, adv=3.938, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:41,  1.49it/s, loss=0.715, pair=0.027, adv=3.938, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:41,  1.49it/s, loss=0.710, pair=0.013, adv=3.778, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:04<02:48,  1.42it/s, loss=0.710, pair=0.013, adv=3.778, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:05<02:48,  1.42it/s, loss=0.694, pair=0.002, adv=3.356, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:05<02:38,  1.51it/s, loss=0.694, pair=0.002, adv=3.356, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:06<02:38,  1.51it/s, loss=0.702, pair=0.015, adv=3.662, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:44,  1.44it/s, loss=0.702, pair=0.015, adv=3.662, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:44,  1.44it/s, loss=0.698, pair=0.013, adv=3.838, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:06<02:36,  1.51it/s, loss=0.698, pair=0.013, adv=3.838, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:07<02:36,  1.51it/s, loss=0.711, pair=0.020, adv=3.779, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:07<02:40,  1.47it/s, loss=0.711, pair=0.020, adv=3.779, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:08<02:40,  1.47it/s, loss=0.693, pair=0.027, adv=3.858, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:31,  1.55it/s, loss=0.693, pair=0.027, adv=3.858, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:31,  1.55it/s, loss=0.689, pair=0.000, adv=3.434, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:08<02:37,  1.49it/s, loss=0.689, pair=0.000, adv=3.434, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:09<02:37,  1.49it/s, loss=0.708, pair=0.021, adv=3.844, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:09<02:30,  1.55it/s, loss=0.708, pair=0.021, adv=3.844, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:10<02:30,  1.55it/s, loss=0.719, pair=0.017, adv=3.924, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.719, pair=0.017, adv=3.924, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.693, pair=0.028, adv=3.810, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:10<02:34,  1.49it/s, loss=0.693, pair=0.028, adv=3.810, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:11<02:34,  1.49it/s, loss=0.689, pair=0.008, adv=3.695, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:11<02:38,  1.45it/s, loss=0.689, pair=0.008, adv=3.695, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:12<02:38,  1.45it/s, loss=0.692, pair=0.007, adv=3.775, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:30,  1.52it/s, loss=0.692, pair=0.007, adv=3.775, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:30,  1.52it/s, loss=0.704, pair=0.029, adv=3.777, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:12<02:35,  1.47it/s, loss=0.704, pair=0.029, adv=3.777, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:13<02:35,  1.47it/s, loss=0.709, pair=0.021, adv=3.584, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:13<02:30,  1.51it/s, loss=0.709, pair=0.021, adv=3.584, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:14<02:30,  1.51it/s, loss=0.708, pair=0.016, adv=4.199, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:14<02:36,  1.44it/s, loss=0.708, pair=0.016, adv=4.199, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:14<02:36,  1.44it/s, loss=0.685, pair=0.007, adv=3.533, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:14<02:29,  1.50it/s, loss=0.685, pair=0.007, adv=3.533, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:15<02:29,  1.50it/s, loss=0.708, pair=0.008, adv=3.985, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:15<02:38,  1.41it/s, loss=0.708, pair=0.008, adv=3.985, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:16<02:38,  1.41it/s, loss=0.699, pair=0.014, adv=3.729, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:16<02:31,  1.47it/s, loss=0.699, pair=0.014, adv=3.729, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:17<02:31,  1.47it/s, loss=0.727, pair=0.012, adv=3.704, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.727, pair=0.012, adv=3.704, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.701, pair=0.006, adv=4.090, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:17<02:28,  1.49it/s, loss=0.701, pair=0.006, adv=4.090, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:18<02:28,  1.49it/s, loss=0.688, pair=0.002, adv=3.728, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.688, pair=0.002, adv=3.728, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.693, pair=0.004, adv=3.884, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:18<02:25,  1.50it/s, loss=0.693, pair=0.004, adv=3.884, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:19<02:25,  1.50it/s, loss=0.731, pair=0.008, adv=3.790, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.731, pair=0.008, adv=3.790, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.693, pair=0.010, adv=4.033, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:20<02:24,  1.50it/s, loss=0.693, pair=0.010, adv=4.033, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:21<02:24,  1.50it/s, loss=0.786, pair=0.005, adv=3.524, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.786, pair=0.005, adv=3.524, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.694, pair=0.006, adv=3.730, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:21<02:21,  1.52it/s, loss=0.694, pair=0.006, adv=3.730, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:22<02:21,  1.52it/s, loss=0.715, pair=0.014, adv=3.774, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:22<02:33,  1.39it/s, loss=0.715, pair=0.014, adv=3.774, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:23<02:33,  1.39it/s, loss=0.697, pair=0.007, adv=3.709, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:23<02:24,  1.47it/s, loss=0.697, pair=0.007, adv=3.709, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:23<02:24,  1.47it/s, loss=0.705, pair=0.013, adv=3.809, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:23<02:30,  1.41it/s, loss=0.705, pair=0.013, adv=3.809, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:24<02:30,  1.41it/s, loss=0.690, pair=0.007, adv=3.817, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.690, pair=0.007, adv=3.817, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:25<02:22,  1.48it/s, loss=0.714, pair=0.004, adv=3.777, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.714, pair=0.004, adv=3.777, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.701, pair=0.019, adv=3.767, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:25<02:21,  1.48it/s, loss=0.701, pair=0.019, adv=3.767, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:26<02:21,  1.48it/s, loss=0.706, pair=0.027, adv=3.882, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.706, pair=0.027, adv=3.882, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:27<02:26,  1.42it/s, loss=0.707, pair=0.007, adv=3.756, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.707, pair=0.007, adv=3.756, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:28<02:20,  1.47it/s, loss=0.713, pair=0.007, adv=3.927, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.713, pair=0.007, adv=3.927, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.719, pair=0.011, adv=4.076, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:28<02:19,  1.47it/s, loss=0.719, pair=0.011, adv=4.076, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:29<02:19,  1.47it/s, loss=0.718, pair=0.006, adv=3.730, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:29<02:25,  1.40it/s, loss=0.718, pair=0.006, adv=3.730, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:30<02:25,  1.40it/s, loss=0.696, pair=0.005, adv=3.884, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:30<02:17,  1.47it/s, loss=0.696, pair=0.005, adv=3.884, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:30<02:17,  1.47it/s, loss=0.750, pair=0.009, adv=3.973, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:30<02:24,  1.39it/s, loss=0.750, pair=0.009, adv=3.973, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:31<02:24,  1.39it/s, loss=0.691, pair=0.008, adv=3.775, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.691, pair=0.008, adv=3.775, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:32<02:16,  1.47it/s, loss=0.692, pair=0.003, adv=3.587, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.692, pair=0.003, adv=3.587, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.710, pair=0.003, adv=3.792, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:32<02:13,  1.49it/s, loss=0.710, pair=0.003, adv=3.792, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:33<02:13,  1.49it/s, loss=0.709, pair=0.000, adv=3.659, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.709, pair=0.000, adv=3.659, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:34<02:18,  1.43it/s, loss=0.715, pair=0.011, adv=3.808, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:12,  1.49it/s, loss=0.715, pair=0.011, adv=3.808, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:12,  1.49it/s, loss=0.794, pair=0.001, adv=3.982, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:34<02:17,  1.43it/s, loss=0.794, pair=0.001, adv=3.982, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.713, pair=0.000, adv=3.829, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.49it/s, loss=0.713, pair=0.000, adv=3.829, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:36<02:11,  1.49it/s, loss=0.723, pair=0.003, adv=3.714, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:36<02:18,  1.40it/s, loss=0.723, pair=0.003, adv=3.714, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:36<02:18,  1.40it/s, loss=0.694, pair=0.001, adv=3.840, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:36<02:11,  1.47it/s, loss=0.694, pair=0.001, adv=3.840, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:37<02:11,  1.47it/s, loss=0.686, pair=0.018, adv=3.894, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:37<02:20,  1.37it/s, loss=0.686, pair=0.018, adv=3.894, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:38<02:20,  1.37it/s, loss=0.710, pair=0.000, adv=3.704, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:38<02:11,  1.45it/s, loss=0.710, pair=0.000, adv=3.704, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:39<02:11,  1.45it/s, loss=0.696, pair=0.001, adv=3.670, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:15,  1.41it/s, loss=0.696, pair=0.001, adv=3.670, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:15,  1.41it/s, loss=0.713, pair=0.002, adv=3.718, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.713, pair=0.002, adv=3.718, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:40<02:07,  1.48it/s, loss=0.724, pair=0.002, adv=3.680, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:40<02:12,  1.42it/s, loss=0.724, pair=0.002, adv=3.680, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:41<02:12,  1.42it/s, loss=0.707, pair=0.003, adv=3.769, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:41<02:05,  1.48it/s, loss=0.707, pair=0.003, adv=3.769, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:41<02:05,  1.48it/s, loss=0.721, pair=0.002, adv=3.639, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:41<02:09,  1.44it/s, loss=0.721, pair=0.002, adv=3.639, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:42<02:09,  1.44it/s, loss=0.699, pair=0.002, adv=3.675, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:42<02:01,  1.53it/s, loss=0.699, pair=0.002, adv=3.675, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:43<02:01,  1.53it/s, loss=0.711, pair=0.002, adv=3.635, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:09,  1.43it/s, loss=0.711, pair=0.002, adv=3.635, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:09,  1.43it/s, loss=0.685, pair=0.002, adv=3.959, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:43<02:03,  1.49it/s, loss=0.685, pair=0.002, adv=3.959, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:44<02:03,  1.49it/s, loss=0.716, pair=0.003, adv=3.926, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:44<02:08,  1.41it/s, loss=0.716, pair=0.003, adv=3.926, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:45<02:08,  1.41it/s, loss=0.710, pair=0.019, adv=3.893, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.710, pair=0.019, adv=3.893, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:46<02:03,  1.47it/s, loss=0.713, pair=0.010, adv=3.863, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:46<02:06,  1.42it/s, loss=0.713, pair=0.010, adv=3.863, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:46<02:06,  1.42it/s, loss=0.704, pair=0.001, adv=3.744, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:46<02:01,  1.47it/s, loss=0.704, pair=0.001, adv=3.744, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:47<02:01,  1.47it/s, loss=0.710, pair=0.001, adv=3.375, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.710, pair=0.001, adv=3.375, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:48<02:07,  1.40it/s, loss=0.707, pair=0.006, adv=3.816, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.707, pair=0.006, adv=3.816, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.706, pair=0.011, adv=3.568, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.706, pair=0.011, adv=3.568, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:49<02:08,  1.37it/s, loss=0.698, pair=0.008, adv=3.724, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:49<02:01,  1.44it/s, loss=0.698, pair=0.008, adv=3.724, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:50<02:01,  1.44it/s, loss=0.722, pair=0.008, adv=3.762, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:50<02:05,  1.38it/s, loss=0.722, pair=0.008, adv=3.762, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:50<02:05,  1.38it/s, loss=0.737, pair=0.008, adv=3.793, sprd=0.034
Ep 038/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:50<02:00,  1.43it/s, loss=0.737, pair=0.008, adv=3.793, sprd=0.034
Ep 038/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:51<02:00,  1.43it/s, loss=0.728, pair=0.005, adv=3.959, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:51<02:07,  1.35it/s, loss=0.728, pair=0.005, adv=3.959, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:52<02:07,  1.35it/s, loss=0.711, pair=0.003, adv=3.766, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:52<02:00,  1.42it/s, loss=0.711, pair=0.003, adv=3.766, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:53<02:00,  1.42it/s, loss=0.692, pair=0.007, adv=3.861, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:53<02:03,  1.37it/s, loss=0.692, pair=0.007, adv=3.861, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:53<02:03,  1.37it/s, loss=0.705, pair=0.008, adv=3.747, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:53<01:56,  1.46it/s, loss=0.705, pair=0.008, adv=3.747, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:54<01:56,  1.46it/s, loss=0.695, pair=0.000, adv=3.874, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:54<02:00,  1.39it/s, loss=0.695, pair=0.000, adv=3.874, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:55<02:00,  1.39it/s, loss=0.709, pair=0.011, adv=3.598, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.709, pair=0.011, adv=3.598, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.729, pair=0.019, adv=3.732, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:55<01:57,  1.42it/s, loss=0.729, pair=0.019, adv=3.732, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:56<01:57,  1.42it/s, loss=0.683, pair=0.012, adv=3.661, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:56<01:48,  1.52it/s, loss=0.683, pair=0.012, adv=3.661, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:57<01:48,  1.52it/s, loss=0.678, pair=0.001, adv=3.761, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:57<01:52,  1.45it/s, loss=0.678, pair=0.001, adv=3.761, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:57<01:52,  1.45it/s, loss=0.686, pair=0.001, adv=3.605, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:57<01:46,  1.53it/s, loss=0.686, pair=0.001, adv=3.605, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:58<01:46,  1.53it/s, loss=0.775, pair=0.008, adv=3.944, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:58<01:51,  1.45it/s, loss=0.775, pair=0.008, adv=3.944, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:59<01:51,  1.45it/s, loss=0.694, pair=0.011, adv=3.391, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:59<01:44,  1.54it/s, loss=0.694, pair=0.011, adv=3.391, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:59<01:44,  1.54it/s, loss=0.702, pair=0.001, adv=3.779, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  52%|▌| 173/333 [01:59<01:46,  1.50it/s, loss=0.702, pair=0.001, adv=3.779, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  52%|▌| 173/333 [02:00<01:46,  1.50it/s, loss=0.712, pair=0.009, adv=3.855, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:00<01:43,  1.53it/s, loss=0.712, pair=0.009, adv=3.855, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:01<01:43,  1.53it/s, loss=0.704, pair=0.001, adv=3.826, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:01<01:48,  1.46it/s, loss=0.704, pair=0.001, adv=3.826, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:01<01:48,  1.46it/s, loss=0.720, pair=0.000, adv=3.749, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.720, pair=0.000, adv=3.749, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.795, pair=0.002, adv=3.783, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.795, pair=0.002, adv=3.783, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:03<01:49,  1.42it/s, loss=0.701, pair=0.015, adv=3.538, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:03<01:43,  1.50it/s, loss=0.701, pair=0.015, adv=3.538, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:03<01:43,  1.50it/s, loss=0.705, pair=0.003, adv=3.836, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.705, pair=0.003, adv=3.836, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.708, pair=0.002, adv=3.640, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:04<01:43,  1.49it/s, loss=0.708, pair=0.002, adv=3.640, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:05<01:43,  1.49it/s, loss=0.721, pair=0.005, adv=3.500, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.721, pair=0.005, adv=3.500, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.697, pair=0.001, adv=3.952, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:05<01:42,  1.48it/s, loss=0.697, pair=0.001, adv=3.952, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:06<01:42,  1.48it/s, loss=0.704, pair=0.000, adv=3.525, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.704, pair=0.000, adv=3.525, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:07<01:46,  1.41it/s, loss=0.701, pair=0.000, adv=4.110, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.701, pair=0.000, adv=4.110, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:08<01:40,  1.48it/s, loss=0.717, pair=0.000, adv=3.735, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:08<01:49,  1.35it/s, loss=0.717, pair=0.000, adv=3.735, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:08<01:49,  1.35it/s, loss=0.684, pair=0.006, adv=3.748, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:08<01:41,  1.45it/s, loss=0.684, pair=0.006, adv=3.748, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:09<01:41,  1.45it/s, loss=0.714, pair=0.002, adv=3.708, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:09<01:44,  1.39it/s, loss=0.714, pair=0.002, adv=3.708, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:10<01:44,  1.39it/s, loss=0.684, pair=0.000, adv=3.799, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:10<01:37,  1.49it/s, loss=0.684, pair=0.000, adv=3.799, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:10<01:37,  1.49it/s, loss=0.713, pair=0.003, adv=3.624, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:10<01:42,  1.40it/s, loss=0.713, pair=0.003, adv=3.624, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:11<01:42,  1.40it/s, loss=0.694, pair=0.017, adv=3.653, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:11<01:35,  1.49it/s, loss=0.694, pair=0.017, adv=3.653, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:12<01:35,  1.49it/s, loss=0.681, pair=0.012, adv=3.468, sprd=0.015
Ep 038/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:12<01:39,  1.42it/s, loss=0.681, pair=0.012, adv=3.468, sprd=0.015
Ep 038/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:12<01:39,  1.42it/s, loss=0.689, pair=0.003, adv=3.883, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:12<01:34,  1.49it/s, loss=0.689, pair=0.003, adv=3.883, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:13<01:34,  1.49it/s, loss=0.743, pair=0.004, adv=3.917, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:13<01:39,  1.40it/s, loss=0.743, pair=0.004, adv=3.917, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:14<01:39,  1.40it/s, loss=0.697, pair=0.013, adv=4.036, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:14<01:32,  1.50it/s, loss=0.697, pair=0.013, adv=4.036, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:15<01:32,  1.50it/s, loss=0.712, pair=0.006, adv=3.715, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:15<01:36,  1.43it/s, loss=0.712, pair=0.006, adv=3.715, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:15<01:36,  1.43it/s, loss=0.715, pair=0.013, adv=3.780, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:15<01:32,  1.48it/s, loss=0.715, pair=0.013, adv=3.780, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:16<01:32,  1.48it/s, loss=0.676, pair=0.006, adv=3.451, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:16<01:36,  1.41it/s, loss=0.676, pair=0.006, adv=3.451, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:17<01:36,  1.41it/s, loss=0.729, pair=0.008, adv=3.905, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.729, pair=0.008, adv=3.905, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.684, pair=0.017, adv=3.339, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:17<01:34,  1.42it/s, loss=0.684, pair=0.017, adv=3.339, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:18<01:34,  1.42it/s, loss=0.717, pair=0.007, adv=3.878, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:18<01:30,  1.48it/s, loss=0.717, pair=0.007, adv=3.878, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:19<01:30,  1.48it/s, loss=0.711, pair=0.004, adv=3.807, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:19<01:33,  1.41it/s, loss=0.711, pair=0.004, adv=3.807, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:19<01:33,  1.41it/s, loss=0.709, pair=0.002, adv=3.436, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.709, pair=0.002, adv=3.436, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:20<01:27,  1.49it/s, loss=0.711, pair=0.004, adv=3.605, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.711, pair=0.004, adv=3.605, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:21<01:31,  1.42it/s, loss=0.730, pair=0.013, adv=4.011, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.730, pair=0.013, adv=4.011, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:22<01:27,  1.47it/s, loss=0.706, pair=0.004, adv=3.744, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:22<01:30,  1.41it/s, loss=0.706, pair=0.004, adv=3.744, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:22<01:30,  1.41it/s, loss=0.715, pair=0.005, adv=3.919, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.47it/s, loss=0.715, pair=0.005, adv=3.919, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:23<01:26,  1.47it/s, loss=0.716, pair=0.004, adv=4.084, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:23<01:30,  1.40it/s, loss=0.716, pair=0.004, adv=4.084, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:24<01:30,  1.40it/s, loss=0.703, pair=0.012, adv=3.772, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:24<01:25,  1.46it/s, loss=0.703, pair=0.012, adv=3.772, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:24<01:25,  1.46it/s, loss=0.713, pair=0.003, adv=3.623, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:24<01:28,  1.41it/s, loss=0.713, pair=0.003, adv=3.623, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:25<01:28,  1.41it/s, loss=0.702, pair=0.005, adv=3.682, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:25<01:21,  1.50it/s, loss=0.702, pair=0.005, adv=3.682, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:26<01:21,  1.50it/s, loss=0.717, pair=0.009, adv=3.761, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.717, pair=0.009, adv=3.761, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.701, pair=0.016, adv=3.678, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:26<01:21,  1.49it/s, loss=0.701, pair=0.016, adv=3.678, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:27<01:21,  1.49it/s, loss=0.706, pair=0.007, adv=3.806, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.706, pair=0.007, adv=3.806, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:28<01:25,  1.40it/s, loss=0.698, pair=0.004, adv=3.742, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:28<01:21,  1.46it/s, loss=0.698, pair=0.004, adv=3.742, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:28<01:21,  1.46it/s, loss=0.731, pair=0.002, adv=3.745, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:28<01:23,  1.41it/s, loss=0.731, pair=0.002, adv=3.745, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.714, pair=0.005, adv=3.665, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:29<01:20,  1.46it/s, loss=0.714, pair=0.005, adv=3.665, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:30<01:20,  1.46it/s, loss=0.731, pair=0.010, adv=3.723, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:30<01:24,  1.38it/s, loss=0.731, pair=0.010, adv=3.723, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:30<01:24,  1.38it/s, loss=0.698, pair=0.028, adv=3.501, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.698, pair=0.028, adv=3.501, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.699, pair=0.009, adv=3.488, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:31<01:21,  1.39it/s, loss=0.699, pair=0.009, adv=3.488, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:32<01:21,  1.39it/s, loss=0.727, pair=0.026, adv=3.740, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:32<01:17,  1.45it/s, loss=0.727, pair=0.026, adv=3.740, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:33<01:17,  1.45it/s, loss=0.710, pair=0.011, adv=4.028, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:33<01:20,  1.39it/s, loss=0.710, pair=0.011, adv=4.028, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:33<01:20,  1.39it/s, loss=0.729, pair=0.023, adv=3.470, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:33<01:15,  1.46it/s, loss=0.729, pair=0.023, adv=3.470, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:34<01:15,  1.46it/s, loss=0.687, pair=0.012, adv=3.375, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:34<01:17,  1.42it/s, loss=0.687, pair=0.012, adv=3.375, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:35<01:17,  1.42it/s, loss=0.705, pair=0.019, adv=3.626, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.705, pair=0.019, adv=3.626, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.700, pair=0.007, adv=3.695, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.700, pair=0.007, adv=3.695, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:36<01:14,  1.44it/s, loss=0.715, pair=0.014, adv=3.797, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.715, pair=0.014, adv=3.797, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:37<01:12,  1.48it/s, loss=0.720, pair=0.022, adv=3.725, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:37<01:14,  1.43it/s, loss=0.720, pair=0.022, adv=3.725, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:37<01:14,  1.43it/s, loss=0.709, pair=0.019, adv=3.504, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:37<01:11,  1.47it/s, loss=0.709, pair=0.019, adv=3.504, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.713, pair=0.005, adv=3.554, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:38<01:15,  1.37it/s, loss=0.713, pair=0.005, adv=3.554, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:39<01:15,  1.37it/s, loss=0.703, pair=0.012, adv=3.357, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:39<01:10,  1.47it/s, loss=0.703, pair=0.012, adv=3.357, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:40<01:10,  1.47it/s, loss=0.721, pair=0.004, adv=3.718, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:40<01:12,  1.41it/s, loss=0.721, pair=0.004, adv=3.718, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:40<01:12,  1.41it/s, loss=0.697, pair=0.005, adv=3.759, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.697, pair=0.005, adv=3.759, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:41<01:08,  1.48it/s, loss=0.709, pair=0.021, adv=3.713, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:41<01:08,  1.45it/s, loss=0.709, pair=0.021, adv=3.713, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:42<01:08,  1.45it/s, loss=0.707, pair=0.004, adv=3.557, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.707, pair=0.004, adv=3.557, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.699, pair=0.002, adv=3.494, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:42<01:08,  1.43it/s, loss=0.699, pair=0.002, adv=3.494, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:43<01:08,  1.43it/s, loss=0.699, pair=0.021, adv=3.708, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:43<01:04,  1.50it/s, loss=0.699, pair=0.021, adv=3.708, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:44<01:04,  1.50it/s, loss=0.714, pair=0.030, adv=3.691, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:44<01:08,  1.40it/s, loss=0.714, pair=0.030, adv=3.691, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:44<01:08,  1.40it/s, loss=0.705, pair=0.026, adv=3.688, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:44<01:03,  1.49it/s, loss=0.705, pair=0.026, adv=3.688, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:45<01:03,  1.49it/s, loss=0.718, pair=0.009, adv=3.659, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.718, pair=0.009, adv=3.659, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:46<01:05,  1.43it/s, loss=0.707, pair=0.008, adv=3.968, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.707, pair=0.008, adv=3.968, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.708, pair=0.015, adv=3.661, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:46<01:06,  1.39it/s, loss=0.708, pair=0.015, adv=3.661, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:47<01:06,  1.39it/s, loss=0.696, pair=0.027, adv=3.621, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.696, pair=0.027, adv=3.621, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:48<01:01,  1.49it/s, loss=0.734, pair=0.003, adv=3.546, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:48<01:02,  1.43it/s, loss=0.734, pair=0.003, adv=3.546, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:48<01:02,  1.43it/s, loss=0.737, pair=0.007, adv=3.940, sprd=0.032
Ep 038/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:48<01:00,  1.47it/s, loss=0.737, pair=0.007, adv=3.940, sprd=0.032
Ep 038/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:49<01:00,  1.47it/s, loss=0.711, pair=0.022, adv=3.835, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:49<01:02,  1.41it/s, loss=0.711, pair=0.022, adv=3.835, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:50<01:02,  1.41it/s, loss=0.695, pair=0.026, adv=3.534, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.695, pair=0.026, adv=3.534, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:51<00:57,  1.50it/s, loss=0.725, pair=0.012, adv=3.670, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:51<01:00,  1.43it/s, loss=0.725, pair=0.012, adv=3.670, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:51<01:00,  1.43it/s, loss=0.691, pair=0.008, adv=3.766, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.691, pair=0.008, adv=3.766, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:52<00:56,  1.50it/s, loss=0.721, pair=0.007, adv=3.622, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:52<00:59,  1.40it/s, loss=0.721, pair=0.007, adv=3.622, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:53<00:59,  1.40it/s, loss=0.705, pair=0.011, adv=3.926, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.705, pair=0.011, adv=3.926, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.699, pair=0.004, adv=3.744, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.699, pair=0.004, adv=3.744, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:54<00:58,  1.41it/s, loss=0.681, pair=0.006, adv=3.602, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:54<00:53,  1.51it/s, loss=0.681, pair=0.006, adv=3.602, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:55<00:53,  1.51it/s, loss=0.734, pair=0.007, adv=3.779, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:55<00:54,  1.46it/s, loss=0.734, pair=0.007, adv=3.779, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:55<00:54,  1.46it/s, loss=0.712, pair=0.009, adv=3.826, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.712, pair=0.009, adv=3.826, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:56<00:52,  1.51it/s, loss=0.708, pair=0.008, adv=3.742, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.39it/s, loss=0.708, pair=0.008, adv=3.742, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:57<00:55,  1.39it/s, loss=0.692, pair=0.004, adv=3.699, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:57<00:52,  1.48it/s, loss=0.692, pair=0.004, adv=3.699, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:57<00:52,  1.48it/s, loss=0.733, pair=0.009, adv=3.630, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.733, pair=0.009, adv=3.630, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.717, pair=0.009, adv=3.569, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.717, pair=0.009, adv=3.569, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:59<00:50,  1.49it/s, loss=0.723, pair=0.005, adv=3.899, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:59<00:53,  1.38it/s, loss=0.723, pair=0.005, adv=3.899, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  78%|▊| 259/333 [03:00<00:53,  1.38it/s, loss=0.707, pair=0.004, adv=3.914, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:00<00:50,  1.44it/s, loss=0.707, pair=0.004, adv=3.914, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:00<00:50,  1.44it/s, loss=0.714, pair=0.010, adv=3.655, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:00<00:51,  1.40it/s, loss=0.714, pair=0.010, adv=3.655, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:01<00:51,  1.40it/s, loss=0.709, pair=0.004, adv=3.553, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:01<00:48,  1.46it/s, loss=0.709, pair=0.004, adv=3.553, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:02<00:48,  1.46it/s, loss=0.715, pair=0.009, adv=3.471, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.715, pair=0.009, adv=3.471, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.719, pair=0.004, adv=3.806, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.719, pair=0.004, adv=3.806, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:03<00:46,  1.49it/s, loss=0.730, pair=0.011, adv=3.744, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:03<00:47,  1.44it/s, loss=0.730, pair=0.011, adv=3.744, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:04<00:47,  1.44it/s, loss=0.715, pair=0.017, adv=3.561, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:04<00:45,  1.48it/s, loss=0.715, pair=0.017, adv=3.561, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:04<00:45,  1.48it/s, loss=0.699, pair=0.004, adv=3.524, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:04<00:48,  1.37it/s, loss=0.699, pair=0.004, adv=3.524, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:05<00:48,  1.37it/s, loss=0.700, pair=0.006, adv=3.584, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:05<00:44,  1.45it/s, loss=0.700, pair=0.006, adv=3.584, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:06<00:44,  1.45it/s, loss=0.701, pair=0.003, adv=3.621, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:06<00:46,  1.37it/s, loss=0.701, pair=0.003, adv=3.621, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:07<00:46,  1.37it/s, loss=0.736, pair=0.015, adv=3.512, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:07<00:43,  1.44it/s, loss=0.736, pair=0.015, adv=3.512, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:07<00:43,  1.44it/s, loss=0.710, pair=0.029, adv=3.510, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:07<00:44,  1.40it/s, loss=0.710, pair=0.029, adv=3.510, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:08<00:44,  1.40it/s, loss=0.722, pair=0.013, adv=3.445, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:08<00:41,  1.47it/s, loss=0.722, pair=0.013, adv=3.445, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:09<00:41,  1.47it/s, loss=0.717, pair=0.001, adv=3.361, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:09<00:42,  1.42it/s, loss=0.717, pair=0.001, adv=3.361, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:09<00:42,  1.42it/s, loss=0.710, pair=0.005, adv=3.458, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.49it/s, loss=0.710, pair=0.005, adv=3.458, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:10<00:39,  1.49it/s, loss=0.731, pair=0.006, adv=3.861, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.42it/s, loss=0.731, pair=0.006, adv=3.861, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:11<00:40,  1.42it/s, loss=0.691, pair=0.015, adv=3.793, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:11<00:38,  1.49it/s, loss=0.691, pair=0.015, adv=3.793, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:11<00:38,  1.49it/s, loss=0.697, pair=0.043, adv=3.819, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:11<00:38,  1.46it/s, loss=0.697, pair=0.043, adv=3.819, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:12<00:38,  1.46it/s, loss=0.709, pair=0.021, adv=3.644, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:12<00:35,  1.53it/s, loss=0.709, pair=0.021, adv=3.644, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:13<00:35,  1.53it/s, loss=0.701, pair=0.005, adv=3.544, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:13<00:38,  1.41it/s, loss=0.701, pair=0.005, adv=3.544, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:13<00:38,  1.41it/s, loss=0.699, pair=0.019, adv=3.832, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.47it/s, loss=0.699, pair=0.019, adv=3.832, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:14<00:35,  1.47it/s, loss=0.725, pair=0.019, adv=3.798, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:14<00:37,  1.38it/s, loss=0.725, pair=0.019, adv=3.798, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:15<00:37,  1.38it/s, loss=0.715, pair=0.020, adv=3.832, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.46it/s, loss=0.715, pair=0.020, adv=3.832, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:16<00:34,  1.46it/s, loss=0.708, pair=0.018, adv=3.478, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:16<00:34,  1.44it/s, loss=0.708, pair=0.018, adv=3.478, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:16<00:34,  1.44it/s, loss=0.686, pair=0.007, adv=3.320, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.52it/s, loss=0.686, pair=0.007, adv=3.320, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:17<00:32,  1.52it/s, loss=0.691, pair=0.012, adv=3.625, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.44it/s, loss=0.691, pair=0.012, adv=3.625, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.44it/s, loss=0.688, pair=0.016, adv=3.509, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.51it/s, loss=0.688, pair=0.016, adv=3.509, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:18<00:31,  1.51it/s, loss=0.699, pair=0.016, adv=3.725, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:18<00:32,  1.44it/s, loss=0.699, pair=0.016, adv=3.725, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:19<00:32,  1.44it/s, loss=0.710, pair=0.005, adv=3.625, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.48it/s, loss=0.710, pair=0.005, adv=3.625, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:20<00:30,  1.48it/s, loss=0.663, pair=0.004, adv=3.229, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:20<00:30,  1.43it/s, loss=0.663, pair=0.004, adv=3.229, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:20<00:30,  1.43it/s, loss=0.699, pair=0.008, adv=4.201, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.50it/s, loss=0.699, pair=0.008, adv=4.201, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:21<00:28,  1.50it/s, loss=0.703, pair=0.006, adv=3.746, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:21<00:29,  1.42it/s, loss=0.703, pair=0.006, adv=3.746, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:22<00:29,  1.42it/s, loss=0.724, pair=0.003, adv=3.584, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.49it/s, loss=0.724, pair=0.003, adv=3.584, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.49it/s, loss=0.700, pair=0.000, adv=3.881, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.40it/s, loss=0.700, pair=0.000, adv=3.881, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:23<00:28,  1.40it/s, loss=0.689, pair=0.007, adv=3.988, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.47it/s, loss=0.689, pair=0.007, adv=3.988, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:24<00:26,  1.47it/s, loss=0.727, pair=0.016, adv=3.999, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.727, pair=0.016, adv=3.999, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.705, pair=0.009, adv=4.131, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.705, pair=0.009, adv=4.131, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:25<00:25,  1.47it/s, loss=0.697, pair=0.014, adv=3.839, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.697, pair=0.014, adv=3.839, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:26<00:25,  1.42it/s, loss=0.708, pair=0.003, adv=3.743, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.48it/s, loss=0.708, pair=0.003, adv=3.743, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:27<00:23,  1.48it/s, loss=0.732, pair=0.006, adv=4.362, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:27<00:24,  1.37it/s, loss=0.732, pair=0.006, adv=4.362, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:27<00:24,  1.37it/s, loss=0.700, pair=0.012, adv=3.872, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.45it/s, loss=0.700, pair=0.012, adv=3.872, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:28<00:22,  1.45it/s, loss=0.719, pair=0.011, adv=4.026, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:28<00:24,  1.32it/s, loss=0.719, pair=0.011, adv=4.026, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:29<00:24,  1.32it/s, loss=0.682, pair=0.002, adv=4.049, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:29<00:21,  1.41it/s, loss=0.682, pair=0.002, adv=4.049, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:29<00:21,  1.41it/s, loss=0.740, pair=0.010, adv=3.800, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.740, pair=0.010, adv=3.800, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:30<00:21,  1.38it/s, loss=0.694, pair=0.009, adv=3.944, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.46it/s, loss=0.694, pair=0.009, adv=3.944, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:31<00:19,  1.46it/s, loss=0.720, pair=0.013, adv=4.102, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:31<00:20,  1.40it/s, loss=0.720, pair=0.013, adv=4.102, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:31<00:20,  1.40it/s, loss=0.709, pair=0.004, adv=4.253, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:31<00:18,  1.47it/s, loss=0.709, pair=0.004, adv=4.253, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:32<00:18,  1.47it/s, loss=0.709, pair=0.004, adv=4.071, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.42it/s, loss=0.709, pair=0.004, adv=4.071, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:33<00:18,  1.42it/s, loss=0.697, pair=0.007, adv=4.006, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.48it/s, loss=0.697, pair=0.007, adv=4.006, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:34<00:16,  1.48it/s, loss=1.017, pair=0.924, adv=4.022, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:34<00:17,  1.37it/s, loss=1.017, pair=0.924, adv=4.022, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:34<00:17,  1.37it/s, loss=0.703, pair=0.014, adv=4.084, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.47it/s, loss=0.703, pair=0.014, adv=4.084, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:35<00:15,  1.47it/s, loss=0.728, pair=0.010, adv=4.000, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.728, pair=0.010, adv=4.000, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:36<00:15,  1.40it/s, loss=0.697, pair=0.000, adv=4.279, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.47it/s, loss=0.697, pair=0.000, adv=4.279, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.47it/s, loss=0.683, pair=0.007, adv=3.830, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:36<00:13,  1.45it/s, loss=0.683, pair=0.007, adv=3.830, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:37<00:13,  1.45it/s, loss=0.715, pair=0.014, adv=4.233, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.50it/s, loss=0.715, pair=0.014, adv=4.233, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:38<00:12,  1.50it/s, loss=0.713, pair=0.004, adv=4.272, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.713, pair=0.004, adv=4.272, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.700, pair=0.000, adv=3.978, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.700, pair=0.000, adv=3.978, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:39<00:11,  1.48it/s, loss=0.716, pair=0.001, adv=3.896, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.716, pair=0.001, adv=3.896, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:40<00:11,  1.42it/s, loss=0.699, pair=0.001, adv=4.311, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.49it/s, loss=0.699, pair=0.001, adv=4.311, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.49it/s, loss=0.715, pair=0.000, adv=4.060, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.715, pair=0.000, adv=4.060, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:41<00:09,  1.43it/s, loss=0.677, pair=0.001, adv=4.093, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.677, pair=0.001, adv=4.093, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:42<00:08,  1.50it/s, loss=0.681, pair=0.011, adv=3.731, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.681, pair=0.011, adv=3.731, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.695, pair=0.006, adv=4.343, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.695, pair=0.006, adv=4.343, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:43<00:07,  1.51it/s, loss=0.787, pair=0.003, adv=4.088, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:43<00:06,  1.46it/s, loss=0.787, pair=0.003, adv=4.088, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:44<00:06,  1.46it/s, loss=0.690, pair=0.004, adv=4.178, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:44<00:05,  1.53it/s, loss=0.690, pair=0.004, adv=4.178, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:45<00:05,  1.53it/s, loss=0.750, pair=0.014, adv=4.187, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.39it/s, loss=0.750, pair=0.014, adv=4.187, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.39it/s, loss=0.718, pair=0.001, adv=4.186, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.45it/s, loss=0.718, pair=0.001, adv=4.186, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:46<00:04,  1.45it/s, loss=0.727, pair=0.001, adv=3.704, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.727, pair=0.001, adv=3.704, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:47<00:04,  1.41it/s, loss=0.725, pair=0.002, adv=4.074, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.46it/s, loss=0.725, pair=0.002, adv=4.074, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.46it/s, loss=0.779, pair=0.024, adv=4.088, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.779, pair=0.024, adv=4.088, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:48<00:02,  1.42it/s, loss=0.708, pair=0.013, adv=4.131, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.708, pair=0.013, adv=4.131, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:49<00:02,  1.48it/s, loss=0.729, pair=0.023, adv=3.879, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.41it/s, loss=0.729, pair=0.023, adv=3.879, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.41it/s, loss=0.713, pair=0.021, adv=3.931, sprd=0.025
Ep 038/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.713, pair=0.021, adv=3.931, sprd=0.025
Ep 038/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:50<00:00,  1.47it/s, loss=0.702, pair=0.015, adv=4.092, sprd=0.022
Ep 038/60 [S2→S3:ramp]: 100%|█| 333/333 [03:50<00:00,  1.41it/s, loss=0.702, pair=0.015, adv=4.092, sprd=0.022
                                                                                                              
Epoch 038/60 [S2→S3:ramp]  loss=0.7111  mat=0.2367  sens=1.0229  pair=0.0131  adv=3.7647(rand=3.37)  deg=0.0090  orth=0.0016  spread=0.0233  q_mean=49.5  q_std=14.8  α=0.28 β=0.32 γ=0.56 λ_grl=0.600  lr=3.55e-05  231s

Ep 039/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 039/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.729, pair=0.026, adv=4.126, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<05:52,  1.06s/it, loss=0.729, pair=0.026, adv=4.126, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<05:52,  1.06s/it, loss=0.733, pair=0.013, adv=3.942, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:   1%|  | 2/333 [00:01<04:25,  1.25it/s, loss=0.733, pair=0.013, adv=3.942, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<04:25,  1.25it/s, loss=0.694, pair=0.012, adv=3.755, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   1%|  | 3/333 [00:02<04:17,  1.28it/s, loss=0.694, pair=0.012, adv=3.755, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<04:17,  1.28it/s, loss=0.701, pair=0.003, adv=3.873, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<03:52,  1.42it/s, loss=0.701, pair=0.003, adv=3.873, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<03:52,  1.42it/s, loss=0.784, pair=0.025, adv=3.888, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   2%|  | 5/333 [00:03<03:53,  1.41it/s, loss=0.784, pair=0.025, adv=3.888, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   2%|  | 5/333 [00:04<03:53,  1.41it/s, loss=0.713, pair=0.020, adv=4.116, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   2%|  | 6/333 [00:04<03:41,  1.47it/s, loss=0.713, pair=0.020, adv=4.116, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   2%|  | 6/333 [00:05<03:41,  1.47it/s, loss=0.763, pair=0.020, adv=3.981, sprd=0.033]
Ep 039/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<03:50,  1.42it/s, loss=0.763, pair=0.020, adv=3.981, sprd=0.033]
Ep 039/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<03:50,  1.42it/s, loss=0.735, pair=0.035, adv=3.681, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   2%|  | 8/333 [00:05<03:39,  1.48it/s, loss=0.735, pair=0.035, adv=3.681, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:39,  1.48it/s, loss=0.733, pair=0.033, adv=4.203, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:   3%|  | 9/333 [00:06<03:45,  1.44it/s, loss=0.733, pair=0.033, adv=4.203, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:   3%|  | 9/333 [00:07<03:45,  1.44it/s, loss=0.734, pair=0.023, adv=4.174, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:34,  1.50it/s, loss=0.734, pair=0.023, adv=4.174, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:34,  1.50it/s, loss=0.692, pair=0.006, adv=3.781, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   3%| | 11/333 [00:07<03:46,  1.42it/s, loss=0.692, pair=0.006, adv=3.781, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.716, pair=0.008, adv=4.053, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   4%| | 12/333 [00:08<03:36,  1.48it/s, loss=0.716, pair=0.008, adv=4.053, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   4%| | 12/333 [00:09<03:36,  1.48it/s, loss=0.725, pair=0.014, adv=4.216, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:46,  1.41it/s, loss=0.725, pair=0.014, adv=4.216, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:46,  1.41it/s, loss=0.715, pair=0.027, adv=4.329, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   4%| | 14/333 [00:09<03:35,  1.48it/s, loss=0.715, pair=0.027, adv=4.329, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.738, pair=0.012, adv=3.938, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:   5%| | 15/333 [00:10<03:48,  1.39it/s, loss=0.738, pair=0.012, adv=3.938, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:48,  1.39it/s, loss=0.699, pair=0.027, adv=4.227, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:   5%| | 16/333 [00:11<03:34,  1.48it/s, loss=0.699, pair=0.027, adv=4.227, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:   5%| | 16/333 [00:12<03:34,  1.48it/s, loss=0.776, pair=0.004, adv=3.818, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.776, pair=0.004, adv=3.818, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.717, pair=0.001, adv=4.054, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   5%| | 18/333 [00:12<03:35,  1.46it/s, loss=0.717, pair=0.001, adv=4.054, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:35,  1.46it/s, loss=0.723, pair=0.016, adv=4.154, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   6%| | 19/333 [00:13<03:41,  1.42it/s, loss=0.723, pair=0.016, adv=4.154, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   6%| | 19/333 [00:14<03:41,  1.42it/s, loss=0.743, pair=0.019, adv=3.843, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:32,  1.47it/s, loss=0.743, pair=0.019, adv=3.843, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:32,  1.47it/s, loss=0.729, pair=0.015, adv=3.917, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   6%| | 21/333 [00:14<03:38,  1.43it/s, loss=0.729, pair=0.015, adv=3.917, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:38,  1.43it/s, loss=0.705, pair=0.007, adv=4.010, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.705, pair=0.007, adv=4.010, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.727, pair=0.004, adv=4.028, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.727, pair=0.004, adv=4.028, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.710, pair=0.015, adv=4.080, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   7%| | 24/333 [00:16<03:25,  1.50it/s, loss=0.710, pair=0.015, adv=4.080, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:25,  1.50it/s, loss=0.713, pair=0.046, adv=4.132, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   8%| | 25/333 [00:17<03:30,  1.46it/s, loss=0.713, pair=0.046, adv=4.132, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   8%| | 25/333 [00:18<03:30,  1.46it/s, loss=0.719, pair=0.005, adv=4.221, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.719, pair=0.005, adv=4.221, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.763, pair=0.009, adv=4.091, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:   8%| | 27/333 [00:18<03:34,  1.42it/s, loss=0.763, pair=0.009, adv=4.091, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:34,  1.42it/s, loss=0.727, pair=0.000, adv=4.028, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   8%| | 28/333 [00:19<03:26,  1.48it/s, loss=0.727, pair=0.000, adv=4.028, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   8%| | 28/333 [00:20<03:26,  1.48it/s, loss=0.709, pair=0.001, adv=3.690, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.709, pair=0.001, adv=3.690, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   9%| | 29/333 [00:20<03:33,  1.42it/s, loss=0.709, pair=0.067, adv=3.567, sprd=0.017]
Ep 039/60 [S2→S3:ramp]:   9%| | 30/333 [00:20<03:18,  1.53it/s, loss=0.709, pair=0.067, adv=3.567, sprd=0.017]
Ep 039/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:18,  1.53it/s, loss=0.728, pair=0.009, adv=4.216, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   9%| | 31/333 [00:21<03:31,  1.42it/s, loss=0.728, pair=0.009, adv=4.216, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:31,  1.42it/s, loss=0.751, pair=0.029, adv=3.868, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:  10%| | 32/333 [00:22<03:25,  1.47it/s, loss=0.751, pair=0.029, adv=3.868, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:  10%| | 32/333 [00:23<03:25,  1.47it/s, loss=0.716, pair=0.022, adv=3.794, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.716, pair=0.022, adv=3.794, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.719, pair=0.003, adv=4.255, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.719, pair=0.003, adv=4.255, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.708, pair=0.002, adv=3.774, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.708, pair=0.002, adv=3.774, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.719, pair=0.008, adv=3.751, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  11%| | 36/333 [00:24<03:21,  1.48it/s, loss=0.719, pair=0.008, adv=3.751, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  11%| | 36/333 [00:25<03:21,  1.48it/s, loss=0.708, pair=0.040, adv=3.879, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  11%| | 37/333 [00:25<03:23,  1.45it/s, loss=0.708, pair=0.040, adv=3.879, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:23,  1.45it/s, loss=0.722, pair=0.008, adv=3.926, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.722, pair=0.008, adv=3.926, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.721, pair=0.023, adv=3.763, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.721, pair=0.023, adv=3.763, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:25,  1.43it/s, loss=0.726, pair=0.015, adv=4.045, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.726, pair=0.015, adv=4.045, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.721, pair=0.013, adv=3.997, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  12%| | 41/333 [00:28<03:24,  1.43it/s, loss=0.721, pair=0.013, adv=3.997, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  12%| | 41/333 [00:29<03:24,  1.43it/s, loss=0.708, pair=0.010, adv=3.798, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:12,  1.51it/s, loss=0.708, pair=0.010, adv=3.798, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:12,  1.51it/s, loss=0.725, pair=0.011, adv=3.889, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:29<03:18,  1.46it/s, loss=0.725, pair=0.011, adv=3.889, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:30<03:18,  1.46it/s, loss=0.757, pair=0.010, adv=3.737, sprd=0.033]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:30<03:14,  1.49it/s, loss=0.757, pair=0.010, adv=3.737, sprd=0.033]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:14,  1.49it/s, loss=0.731, pair=0.044, adv=3.828, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:20,  1.43it/s, loss=0.731, pair=0.044, adv=3.828, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:20,  1.43it/s, loss=0.705, pair=0.027, adv=3.988, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:31<03:08,  1.52it/s, loss=0.705, pair=0.027, adv=3.988, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:32<03:08,  1.52it/s, loss=0.721, pair=0.020, adv=3.920, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:32<03:17,  1.45it/s, loss=0.721, pair=0.020, adv=3.920, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:17,  1.45it/s, loss=0.743, pair=0.020, adv=4.043, sprd=0.030]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:11,  1.49it/s, loss=0.743, pair=0.020, adv=4.043, sprd=0.030]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:11,  1.49it/s, loss=0.693, pair=0.006, adv=3.801, sprd=0.017]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:33<03:21,  1.41it/s, loss=0.693, pair=0.006, adv=3.801, sprd=0.017]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:34<03:21,  1.41it/s, loss=0.711, pair=0.018, adv=3.745, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:34<03:11,  1.48it/s, loss=0.711, pair=0.018, adv=3.745, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:35<03:11,  1.48it/s, loss=0.723, pair=0.037, adv=4.155, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:35<03:15,  1.44it/s, loss=0.723, pair=0.037, adv=4.155, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:35<03:15,  1.44it/s, loss=0.711, pair=0.031, adv=4.059, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:35<03:06,  1.50it/s, loss=0.711, pair=0.031, adv=4.059, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:36<03:06,  1.50it/s, loss=0.712, pair=0.029, adv=4.038, sprd=0.015]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:36<03:13,  1.45it/s, loss=0.712, pair=0.029, adv=4.038, sprd=0.015]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:37<03:13,  1.45it/s, loss=0.727, pair=0.008, adv=3.822, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:37<03:05,  1.50it/s, loss=0.727, pair=0.008, adv=3.822, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:05,  1.50it/s, loss=0.715, pair=0.002, adv=3.795, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:18,  1.40it/s, loss=0.715, pair=0.002, adv=3.795, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:18,  1.40it/s, loss=0.730, pair=0.011, adv=3.790, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:38<03:09,  1.46it/s, loss=0.730, pair=0.011, adv=3.790, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:39<03:09,  1.46it/s, loss=0.721, pair=0.028, adv=4.060, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:39<03:17,  1.40it/s, loss=0.721, pair=0.028, adv=4.060, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:17,  1.40it/s, loss=0.725, pair=0.008, adv=3.883, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:07,  1.47it/s, loss=0.725, pair=0.008, adv=3.883, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:07,  1.47it/s, loss=0.696, pair=0.001, adv=4.124, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:40<03:14,  1.41it/s, loss=0.696, pair=0.001, adv=4.124, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.730, pair=0.007, adv=3.862, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:41<03:05,  1.47it/s, loss=0.730, pair=0.007, adv=3.862, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:42<03:05,  1.47it/s, loss=0.726, pair=0.030, adv=3.873, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:42<03:07,  1.45it/s, loss=0.726, pair=0.030, adv=3.873, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:42<03:07,  1.45it/s, loss=0.717, pair=0.013, adv=4.205, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:42<03:00,  1.51it/s, loss=0.717, pair=0.013, adv=4.205, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:43<03:00,  1.51it/s, loss=0.808, pair=0.006, adv=3.509, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:43<03:07,  1.44it/s, loss=0.808, pair=0.006, adv=3.509, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.723, pair=0.004, adv=3.705, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:44<03:01,  1.49it/s, loss=0.723, pair=0.004, adv=3.705, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:44<03:01,  1.49it/s, loss=0.708, pair=0.010, adv=4.103, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:44<03:09,  1.41it/s, loss=0.708, pair=0.010, adv=4.103, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:45<03:09,  1.41it/s, loss=0.750, pair=0.002, adv=3.517, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:45<03:03,  1.46it/s, loss=0.750, pair=0.002, adv=3.517, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:46<03:03,  1.46it/s, loss=0.727, pair=0.018, adv=3.865, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:46<03:08,  1.41it/s, loss=0.727, pair=0.018, adv=3.865, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:46<03:08,  1.41it/s, loss=0.702, pair=0.015, adv=3.333, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:46<02:58,  1.49it/s, loss=0.702, pair=0.015, adv=3.333, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:47<02:58,  1.49it/s, loss=0.766, pair=0.004, adv=3.903, sprd=0.016]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:47<03:04,  1.43it/s, loss=0.766, pair=0.004, adv=3.903, sprd=0.016]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.721, pair=0.018, adv=3.628, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:48<02:55,  1.50it/s, loss=0.721, pair=0.018, adv=3.628, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:49<02:55,  1.50it/s, loss=0.702, pair=0.004, adv=3.680, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:49<03:02,  1.43it/s, loss=0.702, pair=0.004, adv=3.680, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:49<03:02,  1.43it/s, loss=0.730, pair=0.015, adv=3.833, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:49<02:57,  1.47it/s, loss=0.730, pair=0.015, adv=3.833, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:50<02:57,  1.47it/s, loss=0.704, pair=0.002, adv=3.933, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:50<03:03,  1.42it/s, loss=0.704, pair=0.002, adv=3.933, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:51<03:03,  1.42it/s, loss=0.710, pair=0.029, adv=3.619, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:51<02:53,  1.50it/s, loss=0.710, pair=0.029, adv=3.619, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:51<02:53,  1.50it/s, loss=0.727, pair=0.009, adv=3.961, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:51<02:59,  1.44it/s, loss=0.727, pair=0.009, adv=3.961, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<02:59,  1.44it/s, loss=0.712, pair=0.022, adv=4.105, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:52<02:52,  1.49it/s, loss=0.712, pair=0.022, adv=4.105, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:53<02:52,  1.49it/s, loss=0.709, pair=0.007, adv=4.038, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.709, pair=0.007, adv=4.038, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.698, pair=0.004, adv=4.235, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:53<02:49,  1.51it/s, loss=0.698, pair=0.004, adv=4.235, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:54<02:49,  1.51it/s, loss=0.708, pair=0.020, adv=3.911, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:54<02:54,  1.45it/s, loss=0.708, pair=0.020, adv=3.911, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<02:54,  1.45it/s, loss=0.721, pair=0.008, adv=3.851, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:55<02:47,  1.51it/s, loss=0.721, pair=0.008, adv=3.851, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:55<02:47,  1.51it/s, loss=0.704, pair=0.002, adv=3.645, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:55<02:56,  1.43it/s, loss=0.704, pair=0.002, adv=3.645, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.681, pair=0.009, adv=3.716, sprd=0.014]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:56<02:44,  1.53it/s, loss=0.681, pair=0.009, adv=3.716, sprd=0.014]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:44,  1.53it/s, loss=0.717, pair=0.000, adv=3.911, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:57<02:54,  1.44it/s, loss=0.717, pair=0.000, adv=3.911, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:57<02:54,  1.44it/s, loss=0.714, pair=0.005, adv=4.003, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:57<02:46,  1.50it/s, loss=0.714, pair=0.005, adv=4.003, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:58<02:46,  1.50it/s, loss=0.710, pair=0.006, adv=4.033, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:58<02:56,  1.40it/s, loss=0.710, pair=0.006, adv=4.033, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<02:56,  1.40it/s, loss=0.707, pair=0.003, adv=4.065, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 86/333 [00:59<02:47,  1.48it/s, loss=0.707, pair=0.003, adv=4.065, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 86/333 [00:59<02:47,  1.48it/s, loss=0.700, pair=0.008, adv=3.855, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 87/333 [00:59<02:52,  1.43it/s, loss=0.700, pair=0.008, adv=3.855, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.688, pair=0.001, adv=3.986, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:00<02:44,  1.49it/s, loss=0.688, pair=0.001, adv=3.986, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.708, pair=0.002, adv=3.935, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:01<02:56,  1.38it/s, loss=0.708, pair=0.002, adv=3.935, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:56,  1.38it/s, loss=0.724, pair=0.006, adv=3.996, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:02<02:48,  1.44it/s, loss=0.724, pair=0.006, adv=3.996, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:02<02:48,  1.44it/s, loss=0.709, pair=0.000, adv=3.904, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:02<02:51,  1.41it/s, loss=0.709, pair=0.000, adv=3.904, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.706, pair=0.000, adv=3.745, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:03<02:42,  1.48it/s, loss=0.706, pair=0.000, adv=3.745, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:42,  1.48it/s, loss=0.746, pair=0.010, adv=3.848, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:04<02:51,  1.40it/s, loss=0.746, pair=0.010, adv=3.848, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:04<02:51,  1.40it/s, loss=0.699, pair=0.009, adv=3.992, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:04<02:42,  1.47it/s, loss=0.699, pair=0.009, adv=3.992, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.778, pair=0.000, adv=3.906, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.778, pair=0.000, adv=3.906, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.735, pair=0.009, adv=3.758, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:06<02:41,  1.47it/s, loss=0.735, pair=0.009, adv=3.758, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:06<02:41,  1.47it/s, loss=0.718, pair=0.005, adv=3.762, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:06<02:46,  1.42it/s, loss=0.718, pair=0.005, adv=3.762, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:07<02:46,  1.42it/s, loss=0.725, pair=0.002, adv=4.164, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:07<02:38,  1.48it/s, loss=0.725, pair=0.002, adv=4.164, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:38,  1.48it/s, loss=0.724, pair=0.001, adv=3.876, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:08<02:47,  1.39it/s, loss=0.724, pair=0.001, adv=3.876, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:08<02:47,  1.39it/s, loss=0.714, pair=0.002, adv=4.003, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:08<02:38,  1.47it/s, loss=0.714, pair=0.002, adv=4.003, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:09<02:38,  1.47it/s, loss=0.697, pair=0.003, adv=3.835, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:09<02:43,  1.42it/s, loss=0.697, pair=0.003, adv=3.835, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.715, pair=0.001, adv=3.547, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:10<02:34,  1.49it/s, loss=0.715, pair=0.001, adv=3.547, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:11<02:34,  1.49it/s, loss=0.706, pair=0.002, adv=3.855, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:11<02:41,  1.42it/s, loss=0.706, pair=0.002, adv=3.855, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:11<02:41,  1.42it/s, loss=0.705, pair=0.006, adv=3.790, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:11<02:32,  1.50it/s, loss=0.705, pair=0.006, adv=3.790, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:32,  1.50it/s, loss=0.690, pair=0.009, adv=3.700, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:12<02:36,  1.46it/s, loss=0.690, pair=0.009, adv=3.700, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:13<02:36,  1.46it/s, loss=0.725, pair=0.009, adv=3.824, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.725, pair=0.009, adv=3.824, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.710, pair=0.010, adv=3.684, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:13<02:39,  1.42it/s, loss=0.710, pair=0.010, adv=3.684, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.694, pair=0.005, adv=4.066, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:14<02:28,  1.51it/s, loss=0.694, pair=0.005, adv=4.066, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:15<02:28,  1.51it/s, loss=0.729, pair=0.006, adv=3.944, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:15<02:35,  1.44it/s, loss=0.729, pair=0.006, adv=3.944, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:15<02:35,  1.44it/s, loss=0.690, pair=0.005, adv=3.625, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:15<02:29,  1.50it/s, loss=0.690, pair=0.005, adv=3.625, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:16<02:29,  1.50it/s, loss=0.742, pair=0.002, adv=3.798, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:16<02:41,  1.37it/s, loss=0.742, pair=0.002, adv=3.798, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:41,  1.37it/s, loss=0.733, pair=0.046, adv=4.034, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.733, pair=0.046, adv=4.034, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.748, pair=0.060, adv=3.805, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:17<02:34,  1.42it/s, loss=0.748, pair=0.060, adv=3.805, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:18<02:34,  1.42it/s, loss=0.722, pair=0.027, adv=3.934, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:18<02:28,  1.48it/s, loss=0.722, pair=0.027, adv=3.934, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:19<02:28,  1.48it/s, loss=0.709, pair=0.010, adv=3.714, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.709, pair=0.010, adv=3.714, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.715, pair=0.001, adv=3.994, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:19<02:26,  1.48it/s, loss=0.715, pair=0.001, adv=3.994, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.719, pair=0.013, adv=3.824, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:20<02:30,  1.43it/s, loss=0.719, pair=0.013, adv=3.824, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:21<02:30,  1.43it/s, loss=0.705, pair=0.051, adv=3.824, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.705, pair=0.051, adv=3.824, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.714, pair=0.040, adv=3.832, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:21<02:25,  1.47it/s, loss=0.714, pair=0.040, adv=3.832, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:22<02:25,  1.47it/s, loss=0.689, pair=0.020, adv=3.827, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:22<02:19,  1.53it/s, loss=0.689, pair=0.020, adv=3.827, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:23<02:19,  1.53it/s, loss=0.711, pair=0.005, adv=3.867, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:23<02:23,  1.48it/s, loss=0.711, pair=0.005, adv=3.867, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:23<02:23,  1.48it/s, loss=0.723, pair=0.002, adv=3.709, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:23<02:18,  1.52it/s, loss=0.723, pair=0.002, adv=3.709, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:24<02:18,  1.52it/s, loss=0.724, pair=0.009, adv=3.646, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:24<02:26,  1.43it/s, loss=0.724, pair=0.009, adv=3.646, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.705, pair=0.029, adv=3.551, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:25<02:17,  1.52it/s, loss=0.705, pair=0.029, adv=3.551, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:26<02:17,  1.52it/s, loss=0.757, pair=0.005, adv=3.329, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:26<02:23,  1.44it/s, loss=0.757, pair=0.005, adv=3.329, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:26<02:23,  1.44it/s, loss=0.713, pair=0.013, adv=3.668, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:26<02:18,  1.50it/s, loss=0.713, pair=0.013, adv=3.668, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:27<02:18,  1.50it/s, loss=0.725, pair=0.003, adv=3.382, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:27<02:24,  1.42it/s, loss=0.725, pair=0.003, adv=3.382, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:28<02:24,  1.42it/s, loss=0.729, pair=0.006, adv=3.581, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.729, pair=0.006, adv=3.581, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.722, pair=0.023, adv=3.916, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:28<02:20,  1.45it/s, loss=0.722, pair=0.023, adv=3.916, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:29<02:20,  1.45it/s, loss=0.705, pair=0.019, adv=3.524, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:29<02:12,  1.53it/s, loss=0.705, pair=0.019, adv=3.524, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:30<02:12,  1.53it/s, loss=0.723, pair=0.011, adv=4.015, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:30<02:23,  1.41it/s, loss=0.723, pair=0.011, adv=4.015, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:30<02:23,  1.41it/s, loss=0.709, pair=0.003, adv=3.685, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:30<02:15,  1.48it/s, loss=0.709, pair=0.003, adv=3.685, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:31<02:15,  1.48it/s, loss=0.713, pair=0.014, adv=4.094, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:31<02:21,  1.41it/s, loss=0.713, pair=0.014, adv=4.094, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:21,  1.41it/s, loss=0.690, pair=0.019, adv=3.832, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:32<02:13,  1.49it/s, loss=0.690, pair=0.019, adv=3.832, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:32<02:13,  1.49it/s, loss=0.732, pair=0.013, adv=4.019, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:32<02:21,  1.40it/s, loss=0.732, pair=0.013, adv=4.019, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:33<02:21,  1.40it/s, loss=0.704, pair=0.020, adv=3.659, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:33<02:11,  1.50it/s, loss=0.704, pair=0.020, adv=3.659, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:11,  1.50it/s, loss=0.697, pair=0.006, adv=3.793, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:34<02:16,  1.43it/s, loss=0.697, pair=0.006, adv=3.793, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:34<02:16,  1.43it/s, loss=0.739, pair=0.015, adv=3.567, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:34<02:11,  1.48it/s, loss=0.739, pair=0.015, adv=3.567, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.720, pair=0.036, adv=3.675, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:35<02:15,  1.43it/s, loss=0.720, pair=0.036, adv=3.675, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.705, pair=0.024, adv=3.764, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:36<02:07,  1.51it/s, loss=0.705, pair=0.024, adv=3.764, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:37<02:07,  1.51it/s, loss=0.730, pair=0.037, adv=3.743, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:37<02:15,  1.41it/s, loss=0.730, pair=0.037, adv=3.743, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:37<02:15,  1.41it/s, loss=0.706, pair=0.000, adv=4.081, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:37<02:08,  1.48it/s, loss=0.706, pair=0.000, adv=4.081, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:38<02:08,  1.48it/s, loss=0.720, pair=0.002, adv=3.915, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:38<02:20,  1.36it/s, loss=0.720, pair=0.002, adv=3.915, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:20,  1.36it/s, loss=0.714, pair=0.004, adv=4.023, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:39<02:12,  1.43it/s, loss=0.714, pair=0.004, adv=4.023, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:39<02:12,  1.43it/s, loss=0.763, pair=0.009, adv=3.614, sprd=0.031
Ep 039/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:39<02:16,  1.38it/s, loss=0.763, pair=0.009, adv=3.614, sprd=0.031
Ep 039/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:40<02:16,  1.38it/s, loss=0.707, pair=0.009, adv=3.710, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:40<02:09,  1.45it/s, loss=0.707, pair=0.009, adv=3.710, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:41<02:09,  1.45it/s, loss=0.697, pair=0.004, adv=3.831, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:41<02:12,  1.40it/s, loss=0.697, pair=0.004, adv=3.831, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:41<02:12,  1.40it/s, loss=0.724, pair=0.007, adv=4.130, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:41<02:06,  1.46it/s, loss=0.724, pair=0.007, adv=4.130, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.708, pair=0.001, adv=3.887, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:42<02:09,  1.42it/s, loss=0.708, pair=0.001, adv=3.887, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:09,  1.42it/s, loss=0.734, pair=0.007, adv=3.499, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.734, pair=0.007, adv=3.499, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.799, pair=0.005, adv=3.993, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:44<02:07,  1.42it/s, loss=0.799, pair=0.005, adv=3.993, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:44<02:07,  1.42it/s, loss=0.712, pair=0.007, adv=3.850, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:44<02:02,  1.48it/s, loss=0.712, pair=0.007, adv=3.850, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:45<02:02,  1.48it/s, loss=0.699, pair=0.006, adv=3.814, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:45<02:13,  1.35it/s, loss=0.699, pair=0.006, adv=3.814, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:46<02:13,  1.35it/s, loss=0.721, pair=0.004, adv=3.696, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:46<02:04,  1.44it/s, loss=0.721, pair=0.004, adv=3.696, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:46<02:04,  1.44it/s, loss=0.698, pair=0.019, adv=3.449, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:46<02:06,  1.41it/s, loss=0.698, pair=0.019, adv=3.449, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:47<02:06,  1.41it/s, loss=0.712, pair=0.012, adv=3.910, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:47<01:59,  1.48it/s, loss=0.712, pair=0.012, adv=3.910, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.735, pair=0.017, adv=3.862, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:48<02:04,  1.41it/s, loss=0.735, pair=0.017, adv=3.862, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:48<02:04,  1.41it/s, loss=0.712, pair=0.007, adv=4.255, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:48<01:56,  1.50it/s, loss=0.712, pair=0.007, adv=4.255, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.711, pair=0.011, adv=3.440, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:49<02:02,  1.42it/s, loss=0.711, pair=0.011, adv=3.440, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:50<02:02,  1.42it/s, loss=0.707, pair=0.047, adv=3.605, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.707, pair=0.047, adv=3.605, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.695, pair=0.014, adv=3.665, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:50<01:58,  1.46it/s, loss=0.695, pair=0.014, adv=3.665, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:51<01:58,  1.46it/s, loss=0.708, pair=0.003, adv=3.693, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:51<01:53,  1.51it/s, loss=0.708, pair=0.003, adv=3.693, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:52<01:53,  1.51it/s, loss=0.718, pair=0.000, adv=3.606, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:52<02:02,  1.39it/s, loss=0.718, pair=0.000, adv=3.606, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:53<02:02,  1.39it/s, loss=0.700, pair=0.008, adv=3.729, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.700, pair=0.008, adv=3.729, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.727, pair=0.008, adv=3.775, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:53<02:03,  1.36it/s, loss=0.727, pair=0.008, adv=3.775, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:54<02:03,  1.36it/s, loss=0.691, pair=0.002, adv=3.638, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:54<01:55,  1.45it/s, loss=0.691, pair=0.002, adv=3.638, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:55<01:55,  1.45it/s, loss=0.731, pair=0.007, adv=3.729, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:55<01:59,  1.39it/s, loss=0.731, pair=0.007, adv=3.729, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:55<01:59,  1.39it/s, loss=0.710, pair=0.004, adv=3.508, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:55<01:53,  1.45it/s, loss=0.710, pair=0.004, adv=3.508, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:56<01:53,  1.45it/s, loss=0.735, pair=0.021, adv=3.661, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:56<01:56,  1.41it/s, loss=0.735, pair=0.021, adv=3.661, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.711, pair=0.008, adv=3.519, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.711, pair=0.008, adv=3.519, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.738, pair=0.001, adv=3.971, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:57<01:52,  1.43it/s, loss=0.738, pair=0.001, adv=3.971, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:58<01:52,  1.43it/s, loss=0.720, pair=0.004, adv=4.061, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:58<01:48,  1.48it/s, loss=0.720, pair=0.004, adv=4.061, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:59<01:48,  1.48it/s, loss=0.723, pair=0.002, adv=3.781, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  52%|▌| 173/333 [01:59<01:52,  1.42it/s, loss=0.723, pair=0.002, adv=3.781, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  52%|▌| 173/333 [01:59<01:52,  1.42it/s, loss=0.701, pair=0.013, adv=3.312, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  52%|▌| 174/333 [01:59<01:45,  1.50it/s, loss=0.701, pair=0.013, adv=3.312, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:00<01:45,  1.50it/s, loss=0.729, pair=0.000, adv=3.936, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:00<01:50,  1.43it/s, loss=0.729, pair=0.000, adv=3.936, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.727, pair=0.017, adv=3.799, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.727, pair=0.017, adv=3.799, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.714, pair=0.002, adv=3.792, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.714, pair=0.002, adv=3.792, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.708, pair=0.004, adv=3.710, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:02<01:43,  1.50it/s, loss=0.708, pair=0.004, adv=3.710, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:03<01:43,  1.50it/s, loss=0.716, pair=0.001, adv=4.028, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:03<01:46,  1.44it/s, loss=0.716, pair=0.001, adv=4.028, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:04<01:46,  1.44it/s, loss=0.720, pair=0.012, adv=3.733, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:04<01:42,  1.50it/s, loss=0.720, pair=0.012, adv=3.733, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:04<01:42,  1.50it/s, loss=0.701, pair=0.005, adv=3.646, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.701, pair=0.005, adv=3.646, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.697, pair=0.010, adv=3.474, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.697, pair=0.010, adv=3.474, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:06<01:41,  1.49it/s, loss=0.704, pair=0.002, adv=3.785, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.43it/s, loss=0.704, pair=0.002, adv=3.785, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:06<01:44,  1.43it/s, loss=0.703, pair=0.007, adv=3.733, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:06<01:39,  1.49it/s, loss=0.703, pair=0.007, adv=3.733, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:07<01:39,  1.49it/s, loss=0.790, pair=0.009, adv=3.419, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:07<01:41,  1.45it/s, loss=0.790, pair=0.009, adv=3.419, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:08<01:41,  1.45it/s, loss=0.718, pair=0.017, adv=3.647, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:08<01:37,  1.50it/s, loss=0.718, pair=0.017, adv=3.647, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:08<01:37,  1.50it/s, loss=0.734, pair=0.005, adv=3.700, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:08<01:44,  1.40it/s, loss=0.734, pair=0.005, adv=3.700, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.713, pair=0.011, adv=3.911, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:09<01:39,  1.46it/s, loss=0.713, pair=0.011, adv=3.911, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.727, pair=0.005, adv=3.803, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:10<01:44,  1.38it/s, loss=0.727, pair=0.005, adv=3.803, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:10<01:44,  1.38it/s, loss=0.724, pair=0.015, adv=3.605, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:10<01:38,  1.46it/s, loss=0.724, pair=0.015, adv=3.605, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:11<01:38,  1.46it/s, loss=0.712, pair=0.001, adv=3.594, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:11<01:40,  1.42it/s, loss=0.712, pair=0.001, adv=3.594, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:12<01:40,  1.42it/s, loss=0.717, pair=0.005, adv=3.745, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:12<01:35,  1.48it/s, loss=0.717, pair=0.005, adv=3.745, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.739, pair=0.007, adv=3.888, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.739, pair=0.007, adv=3.888, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.709, pair=0.003, adv=3.651, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:13<01:35,  1.46it/s, loss=0.709, pair=0.003, adv=3.651, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:14<01:35,  1.46it/s, loss=0.705, pair=0.021, adv=3.962, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.41it/s, loss=0.705, pair=0.021, adv=3.962, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:15<01:37,  1.41it/s, loss=0.711, pair=0.011, adv=3.809, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:15<01:33,  1.47it/s, loss=0.711, pair=0.011, adv=3.809, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:15<01:33,  1.47it/s, loss=0.719, pair=0.010, adv=3.796, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:15<01:37,  1.40it/s, loss=0.719, pair=0.010, adv=3.796, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.40it/s, loss=0.692, pair=0.011, adv=3.416, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:16<01:30,  1.49it/s, loss=0.692, pair=0.011, adv=3.416, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:17<01:30,  1.49it/s, loss=0.729, pair=0.010, adv=3.679, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.729, pair=0.010, adv=3.679, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.720, pair=0.017, adv=3.830, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:17<01:30,  1.46it/s, loss=0.720, pair=0.017, adv=3.830, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:18<01:30,  1.46it/s, loss=0.741, pair=0.013, adv=3.877, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:18<01:36,  1.37it/s, loss=0.741, pair=0.013, adv=3.877, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:19<01:36,  1.37it/s, loss=0.695, pair=0.009, adv=3.641, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:19<01:28,  1.47it/s, loss=0.695, pair=0.009, adv=3.641, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:20<01:28,  1.47it/s, loss=0.724, pair=0.006, adv=3.718, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.41it/s, loss=0.724, pair=0.006, adv=3.718, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.41it/s, loss=0.713, pair=0.007, adv=3.535, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:20<01:27,  1.47it/s, loss=0.713, pair=0.007, adv=3.535, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.726, pair=0.004, adv=3.682, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:21<01:30,  1.41it/s, loss=0.726, pair=0.004, adv=3.682, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:22<01:30,  1.41it/s, loss=0.727, pair=0.011, adv=3.760, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.48it/s, loss=0.727, pair=0.011, adv=3.760, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.48it/s, loss=0.718, pair=0.011, adv=3.546, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:22<01:28,  1.42it/s, loss=0.718, pair=0.011, adv=3.546, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.718, pair=0.009, adv=3.540, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:23<01:23,  1.50it/s, loss=0.718, pair=0.009, adv=3.540, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:24<01:23,  1.50it/s, loss=0.732, pair=0.007, adv=3.582, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.732, pair=0.007, adv=3.582, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.697, pair=0.003, adv=3.421, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:24<01:19,  1.54it/s, loss=0.697, pair=0.003, adv=3.421, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:25<01:19,  1.54it/s, loss=0.713, pair=0.010, adv=3.654, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:25<01:23,  1.45it/s, loss=0.713, pair=0.010, adv=3.654, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:26<01:23,  1.45it/s, loss=0.713, pair=0.002, adv=3.819, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:26<01:19,  1.53it/s, loss=0.713, pair=0.002, adv=3.819, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:26<01:19,  1.53it/s, loss=0.710, pair=0.000, adv=3.831, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:26<01:22,  1.45it/s, loss=0.710, pair=0.000, adv=3.831, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:27<01:22,  1.45it/s, loss=0.721, pair=0.020, adv=3.637, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:27<01:18,  1.51it/s, loss=0.721, pair=0.020, adv=3.637, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:28<01:18,  1.51it/s, loss=0.709, pair=0.002, adv=3.775, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.44it/s, loss=0.709, pair=0.002, adv=3.775, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:28<01:22,  1.44it/s, loss=0.685, pair=0.018, adv=3.443, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:28<01:16,  1.52it/s, loss=0.685, pair=0.018, adv=3.443, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:29<01:16,  1.52it/s, loss=0.793, pair=0.009, adv=3.615, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:29<01:20,  1.45it/s, loss=0.793, pair=0.009, adv=3.615, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:30<01:20,  1.45it/s, loss=0.719, pair=0.000, adv=3.457, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:30<01:17,  1.49it/s, loss=0.719, pair=0.000, adv=3.457, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.49it/s, loss=0.721, pair=0.005, adv=3.726, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:31<01:22,  1.38it/s, loss=0.721, pair=0.005, adv=3.726, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:31<01:22,  1.38it/s, loss=0.708, pair=0.007, adv=3.565, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:31<01:16,  1.47it/s, loss=0.708, pair=0.007, adv=3.565, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.47it/s, loss=0.687, pair=0.007, adv=3.534, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:32<01:20,  1.40it/s, loss=0.687, pair=0.007, adv=3.534, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:33<01:20,  1.40it/s, loss=0.736, pair=0.009, adv=3.456, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:33<01:16,  1.45it/s, loss=0.736, pair=0.009, adv=3.456, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:33<01:16,  1.45it/s, loss=0.746, pair=0.002, adv=4.028, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:33<01:20,  1.36it/s, loss=0.746, pair=0.002, adv=4.028, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:34<01:20,  1.36it/s, loss=0.720, pair=0.004, adv=3.635, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:34<01:15,  1.44it/s, loss=0.720, pair=0.004, adv=3.635, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:35<01:15,  1.44it/s, loss=0.714, pair=0.013, adv=3.473, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:35<01:17,  1.39it/s, loss=0.714, pair=0.013, adv=3.473, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:35<01:17,  1.39it/s, loss=0.691, pair=0.012, adv=3.747, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:35<01:12,  1.48it/s, loss=0.691, pair=0.012, adv=3.747, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.761, pair=0.018, adv=3.355, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:36<01:15,  1.41it/s, loss=0.761, pair=0.018, adv=3.355, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:37<01:15,  1.41it/s, loss=0.732, pair=0.019, adv=3.682, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:37<01:10,  1.48it/s, loss=0.732, pair=0.019, adv=3.682, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:37<01:10,  1.48it/s, loss=0.714, pair=0.011, adv=3.774, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:37<01:12,  1.43it/s, loss=0.714, pair=0.011, adv=3.774, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.721, pair=0.014, adv=3.779, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.721, pair=0.014, adv=3.779, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.697, pair=0.008, adv=3.945, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:39<01:11,  1.43it/s, loss=0.697, pair=0.008, adv=3.945, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:39<01:11,  1.43it/s, loss=0.698, pair=0.008, adv=3.559, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:39<01:06,  1.51it/s, loss=0.698, pair=0.008, adv=3.559, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:40<01:06,  1.51it/s, loss=0.705, pair=0.007, adv=3.589, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:40<01:11,  1.39it/s, loss=0.705, pair=0.007, adv=3.589, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:41<01:11,  1.39it/s, loss=0.707, pair=0.022, adv=3.490, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:41<01:05,  1.50it/s, loss=0.707, pair=0.022, adv=3.490, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:42<01:05,  1.50it/s, loss=0.695, pair=0.001, adv=3.473, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:42<01:10,  1.39it/s, loss=0.695, pair=0.001, adv=3.473, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:42<01:10,  1.39it/s, loss=0.711, pair=0.001, adv=3.589, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:42<01:06,  1.47it/s, loss=0.711, pair=0.001, adv=3.589, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:43<01:06,  1.47it/s, loss=0.724, pair=0.008, adv=3.589, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:43<01:08,  1.41it/s, loss=0.724, pair=0.008, adv=3.589, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:44<01:08,  1.41it/s, loss=0.712, pair=0.009, adv=3.624, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.712, pair=0.009, adv=3.624, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.736, pair=0.001, adv=3.630, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:44<01:08,  1.37it/s, loss=0.736, pair=0.001, adv=3.630, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:45<01:08,  1.37it/s, loss=0.716, pair=0.002, adv=3.510, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:45<01:03,  1.46it/s, loss=0.716, pair=0.002, adv=3.510, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:46<01:03,  1.46it/s, loss=0.795, pair=0.004, adv=3.724, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:46<01:06,  1.39it/s, loss=0.795, pair=0.004, adv=3.724, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:46<01:06,  1.39it/s, loss=0.710, pair=0.007, adv=3.643, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:46<01:01,  1.49it/s, loss=0.710, pair=0.007, adv=3.643, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.748, pair=0.004, adv=3.801, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:47<01:06,  1.35it/s, loss=0.748, pair=0.004, adv=3.801, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:48<01:06,  1.35it/s, loss=0.742, pair=0.018, adv=3.462, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:48<01:02,  1.43it/s, loss=0.742, pair=0.018, adv=3.462, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:49<01:02,  1.43it/s, loss=0.686, pair=0.005, adv=3.253, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:49<01:04,  1.35it/s, loss=0.686, pair=0.005, adv=3.253, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:49<01:04,  1.35it/s, loss=0.691, pair=0.013, adv=3.399, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:49<00:59,  1.47it/s, loss=0.691, pair=0.013, adv=3.399, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:50<00:59,  1.47it/s, loss=0.733, pair=0.008, adv=3.585, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:50<01:02,  1.39it/s, loss=0.733, pair=0.008, adv=3.585, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:51<01:02,  1.39it/s, loss=0.667, pair=0.007, adv=3.228, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.667, pair=0.007, adv=3.228, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.735, pair=0.006, adv=3.492, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:51<00:59,  1.42it/s, loss=0.735, pair=0.006, adv=3.492, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:52<00:59,  1.42it/s, loss=0.748, pair=0.006, adv=3.761, sprd=0.033
Ep 039/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:52<00:56,  1.47it/s, loss=0.748, pair=0.006, adv=3.761, sprd=0.033
Ep 039/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.719, pair=0.003, adv=3.744, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.719, pair=0.003, adv=3.744, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.708, pair=0.004, adv=3.894, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:53<00:54,  1.48it/s, loss=0.708, pair=0.004, adv=3.894, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:54<00:54,  1.48it/s, loss=0.771, pair=0.002, adv=3.707, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:54<00:55,  1.44it/s, loss=0.771, pair=0.002, adv=3.707, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:55<00:55,  1.44it/s, loss=0.728, pair=0.001, adv=3.555, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:55<00:53,  1.49it/s, loss=0.728, pair=0.001, adv=3.555, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:56<00:53,  1.49it/s, loss=0.722, pair=0.000, adv=3.407, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.42it/s, loss=0.722, pair=0.000, adv=3.407, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:56<00:55,  1.42it/s, loss=0.689, pair=0.009, adv=3.285, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:56<00:50,  1.52it/s, loss=0.689, pair=0.009, adv=3.285, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:57<00:50,  1.52it/s, loss=0.776, pair=0.000, adv=3.519, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.776, pair=0.000, adv=3.519, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.713, pair=0.001, adv=3.942, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.50it/s, loss=0.713, pair=0.001, adv=3.942, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:58<00:50,  1.50it/s, loss=0.711, pair=0.003, adv=3.753, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:58<00:50,  1.45it/s, loss=0.711, pair=0.003, adv=3.753, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:59<00:50,  1.45it/s, loss=0.704, pair=0.019, adv=3.474, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  78%|▊| 260/333 [02:59<00:48,  1.52it/s, loss=0.704, pair=0.019, adv=3.474, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:00<00:48,  1.52it/s, loss=0.717, pair=0.007, adv=3.718, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.46it/s, loss=0.717, pair=0.007, adv=3.718, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:00<00:49,  1.46it/s, loss=0.719, pair=0.011, adv=3.721, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:00<00:46,  1.52it/s, loss=0.719, pair=0.011, adv=3.721, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:01<00:46,  1.52it/s, loss=0.697, pair=0.010, adv=3.561, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:01<00:48,  1.46it/s, loss=0.697, pair=0.010, adv=3.561, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:01<00:48,  1.46it/s, loss=0.696, pair=0.005, adv=3.634, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:01<00:44,  1.56it/s, loss=0.696, pair=0.005, adv=3.634, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:02<00:44,  1.56it/s, loss=0.727, pair=0.005, adv=3.586, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:02<00:46,  1.46it/s, loss=0.727, pair=0.005, adv=3.586, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:03<00:46,  1.46it/s, loss=0.704, pair=0.027, adv=3.683, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:03<00:43,  1.54it/s, loss=0.704, pair=0.027, adv=3.683, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:04<00:43,  1.54it/s, loss=0.721, pair=0.051, adv=3.621, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:04<00:44,  1.47it/s, loss=0.721, pair=0.051, adv=3.621, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:04<00:44,  1.47it/s, loss=0.699, pair=0.007, adv=3.511, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:04<00:42,  1.52it/s, loss=0.699, pair=0.007, adv=3.511, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:05<00:42,  1.52it/s, loss=0.707, pair=0.004, adv=3.922, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:05<00:43,  1.47it/s, loss=0.707, pair=0.004, adv=3.922, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:05<00:43,  1.47it/s, loss=0.672, pair=0.019, adv=3.128, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:05<00:40,  1.54it/s, loss=0.672, pair=0.019, adv=3.128, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:06<00:40,  1.54it/s, loss=0.727, pair=0.028, adv=3.747, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:06<00:43,  1.42it/s, loss=0.727, pair=0.028, adv=3.747, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:07<00:43,  1.42it/s, loss=0.717, pair=0.024, adv=3.723, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.717, pair=0.024, adv=3.723, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:08<00:40,  1.50it/s, loss=0.732, pair=0.017, adv=3.642, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.42it/s, loss=0.732, pair=0.017, adv=3.642, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:08<00:42,  1.42it/s, loss=0.713, pair=0.003, adv=3.345, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:08<00:39,  1.49it/s, loss=0.713, pair=0.003, adv=3.345, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:09<00:39,  1.49it/s, loss=0.721, pair=0.001, adv=3.828, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:09<00:40,  1.43it/s, loss=0.721, pair=0.001, adv=3.828, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.742, pair=0.000, adv=3.843, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.48it/s, loss=0.742, pair=0.000, adv=3.843, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:10<00:38,  1.48it/s, loss=0.752, pair=0.019, adv=3.725, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:10<00:39,  1.43it/s, loss=0.752, pair=0.019, adv=3.725, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:11<00:39,  1.43it/s, loss=0.739, pair=0.001, adv=3.984, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:11<00:37,  1.49it/s, loss=0.739, pair=0.001, adv=3.984, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:12<00:37,  1.49it/s, loss=0.726, pair=0.001, adv=3.933, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.42it/s, loss=0.726, pair=0.001, adv=3.933, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:12<00:37,  1.42it/s, loss=0.709, pair=0.008, adv=4.102, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:12<00:35,  1.49it/s, loss=0.709, pair=0.008, adv=4.102, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.716, pair=0.000, adv=3.885, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:13<00:36,  1.42it/s, loss=0.716, pair=0.000, adv=3.885, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.681, pair=0.004, adv=3.625, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:14<00:33,  1.52it/s, loss=0.681, pair=0.004, adv=3.625, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:15<00:33,  1.52it/s, loss=0.706, pair=0.017, adv=4.176, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.43it/s, loss=0.706, pair=0.017, adv=4.176, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:15<00:34,  1.43it/s, loss=0.692, pair=0.015, adv=3.783, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.692, pair=0.015, adv=3.783, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:16<00:32,  1.50it/s, loss=0.718, pair=0.009, adv=3.875, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:16<00:33,  1.42it/s, loss=0.718, pair=0.009, adv=3.875, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.717, pair=0.008, adv=3.815, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.717, pair=0.008, adv=3.815, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.715, pair=0.009, adv=3.897, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:17<00:32,  1.42it/s, loss=0.715, pair=0.009, adv=3.897, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:18<00:32,  1.42it/s, loss=0.713, pair=0.005, adv=4.068, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:18<00:30,  1.49it/s, loss=0.713, pair=0.005, adv=4.068, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.49it/s, loss=0.720, pair=0.007, adv=3.861, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.720, pair=0.007, adv=3.861, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.709, pair=0.007, adv=3.820, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:19<00:28,  1.48it/s, loss=0.709, pair=0.007, adv=3.820, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:20<00:28,  1.48it/s, loss=0.715, pair=0.009, adv=3.725, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:20<00:29,  1.41it/s, loss=0.715, pair=0.009, adv=3.725, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.733, pair=0.006, adv=3.904, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:21<00:28,  1.46it/s, loss=0.733, pair=0.006, adv=3.904, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:21<00:28,  1.46it/s, loss=0.746, pair=0.010, adv=3.883, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:21<00:28,  1.39it/s, loss=0.746, pair=0.010, adv=3.883, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:22<00:28,  1.39it/s, loss=0.700, pair=0.012, adv=4.118, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:22<00:26,  1.46it/s, loss=0.700, pair=0.012, adv=4.118, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.46it/s, loss=0.733, pair=0.001, adv=4.279, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.40it/s, loss=0.733, pair=0.001, adv=4.279, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:23<00:27,  1.40it/s, loss=0.697, pair=0.006, adv=4.035, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:23<00:25,  1.47it/s, loss=0.697, pair=0.006, adv=4.035, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.713, pair=0.014, adv=4.058, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:24<00:26,  1.36it/s, loss=0.713, pair=0.014, adv=4.058, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:25<00:26,  1.36it/s, loss=0.719, pair=0.010, adv=3.922, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:25<00:24,  1.44it/s, loss=0.719, pair=0.010, adv=3.922, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:26<00:24,  1.44it/s, loss=0.709, pair=0.006, adv=3.927, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.39it/s, loss=0.709, pair=0.006, adv=3.927, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:26<00:24,  1.39it/s, loss=0.734, pair=0.030, adv=3.794, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:26<00:22,  1.46it/s, loss=0.734, pair=0.030, adv=3.794, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:27<00:22,  1.46it/s, loss=0.696, pair=0.003, adv=4.096, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:27<00:22,  1.42it/s, loss=0.696, pair=0.003, adv=4.096, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.42it/s, loss=0.695, pair=0.010, adv=3.650, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.48it/s, loss=0.695, pair=0.010, adv=3.650, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:28<00:20,  1.48it/s, loss=0.718, pair=0.006, adv=4.010, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:28<00:21,  1.40it/s, loss=0.718, pair=0.006, adv=4.010, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:29<00:21,  1.40it/s, loss=0.704, pair=0.015, adv=4.015, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:29<00:19,  1.48it/s, loss=0.704, pair=0.015, adv=4.015, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.48it/s, loss=0.734, pair=0.015, adv=3.877, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:30<00:20,  1.34it/s, loss=0.734, pair=0.015, adv=3.877, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:31<00:20,  1.34it/s, loss=0.736, pair=0.026, adv=4.074, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:31<00:19,  1.42it/s, loss=0.736, pair=0.026, adv=4.074, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:31<00:19,  1.42it/s, loss=0.705, pair=0.011, adv=3.897, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:31<00:19,  1.36it/s, loss=0.705, pair=0.011, adv=3.897, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:32<00:19,  1.36it/s, loss=0.717, pair=0.001, adv=4.216, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:32<00:17,  1.44it/s, loss=0.717, pair=0.001, adv=4.216, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:33<00:17,  1.44it/s, loss=0.721, pair=0.003, adv=3.851, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:33<00:17,  1.39it/s, loss=0.721, pair=0.003, adv=3.851, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:33<00:17,  1.39it/s, loss=0.712, pair=0.007, adv=3.830, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:33<00:15,  1.46it/s, loss=0.712, pair=0.007, adv=3.830, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.46it/s, loss=0.718, pair=0.007, adv=3.818, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:34<00:15,  1.40it/s, loss=0.718, pair=0.007, adv=3.818, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.711, pair=0.004, adv=3.606, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.711, pair=0.004, adv=3.606, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.714, pair=0.004, adv=4.118, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.714, pair=0.004, adv=4.118, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.727, pair=0.006, adv=3.983, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.727, pair=0.006, adv=3.983, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.721, pair=0.002, adv=4.078, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:37<00:13,  1.38it/s, loss=0.721, pair=0.002, adv=4.078, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:13,  1.38it/s, loss=0.710, pair=0.001, adv=3.672, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.46it/s, loss=0.710, pair=0.001, adv=3.672, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.46it/s, loss=0.722, pair=0.000, adv=4.117, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.722, pair=0.000, adv=4.117, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.761, pair=0.007, adv=3.640, sprd=0.034
Ep 039/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.761, pair=0.007, adv=3.640, sprd=0.034
Ep 039/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.45it/s, loss=0.712, pair=0.010, adv=3.898, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.712, pair=0.010, adv=3.898, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.709, pair=0.004, adv=4.215, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:40<00:08,  1.46it/s, loss=0.709, pair=0.004, adv=4.215, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.46it/s, loss=0.725, pair=0.008, adv=3.834, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.725, pair=0.008, adv=3.834, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.713, pair=0.008, adv=3.850, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.713, pair=0.008, adv=3.850, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.703, pair=0.013, adv=3.892, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:42<00:06,  1.45it/s, loss=0.703, pair=0.013, adv=3.892, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.711, pair=0.005, adv=4.113, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:43<00:05,  1.53it/s, loss=0.711, pair=0.005, adv=4.113, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:44<00:05,  1.53it/s, loss=0.724, pair=0.006, adv=3.810, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.724, pair=0.006, adv=3.810, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.703, pair=0.018, adv=3.874, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:44<00:04,  1.52it/s, loss=0.703, pair=0.018, adv=3.874, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.52it/s, loss=0.762, pair=0.002, adv=4.319, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:45<00:04,  1.48it/s, loss=0.762, pair=0.002, adv=4.319, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.48it/s, loss=0.709, pair=0.005, adv=3.935, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:46<00:03,  1.52it/s, loss=0.709, pair=0.005, adv=3.935, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.52it/s, loss=0.713, pair=0.015, adv=4.070, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.39it/s, loss=0.713, pair=0.015, adv=4.070, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.39it/s, loss=0.706, pair=0.012, adv=3.664, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.706, pair=0.012, adv=3.664, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.736, pair=0.008, adv=3.915, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:48<00:01,  1.41it/s, loss=0.736, pair=0.008, adv=3.915, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.41it/s, loss=0.755, pair=0.003, adv=3.376, sprd=0.031
Ep 039/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.46it/s, loss=0.755, pair=0.003, adv=3.376, sprd=0.031
Ep 039/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:49<00:00,  1.46it/s, loss=0.732, pair=0.005, adv=3.584, sprd=0.026
Ep 039/60 [S2→S3:ramp]: 100%|█| 333/333 [03:49<00:00,  1.40it/s, loss=0.732, pair=0.005, adv=3.584, sprd=0.026
                                                                                                              
Epoch 039/60 [S2→S3:ramp]  loss=0.7190  mat=0.2383  sens=1.0203  pair=0.0108  adv=3.8031(rand=3.37)  deg=0.0096  orth=0.0022  spread=0.0233  q_mean=49.4  q_std=14.8  α=0.27 β=0.33 γ=0.54 λ_grl=0.600  lr=3.32e-05  230s

Ep 040/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 040/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.718, pair=0.005, adv=3.827, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:20,  1.15s/it, loss=0.718, pair=0.005, adv=3.827, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<06:20,  1.15s/it, loss=0.744, pair=0.025, adv=4.048, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:   1%|  | 2/333 [00:01<04:37,  1.19it/s, loss=0.744, pair=0.025, adv=4.048, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<04:37,  1.19it/s, loss=0.713, pair=0.006, adv=3.830, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   1%|  | 3/333 [00:02<04:18,  1.28it/s, loss=0.713, pair=0.006, adv=3.830, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<04:18,  1.28it/s, loss=0.738, pair=0.009, adv=3.816, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<03:58,  1.38it/s, loss=0.738, pair=0.009, adv=3.816, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<03:58,  1.38it/s, loss=0.753, pair=0.006, adv=3.790, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   2%|  | 5/333 [00:03<04:09,  1.31it/s, loss=0.753, pair=0.006, adv=3.790, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   2%|  | 5/333 [00:04<04:09,  1.31it/s, loss=0.729, pair=0.006, adv=3.826, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:   2%|  | 6/333 [00:04<03:52,  1.41it/s, loss=0.729, pair=0.006, adv=3.826, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:   2%|  | 6/333 [00:05<03:52,  1.41it/s, loss=0.746, pair=0.008, adv=3.623, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   2%|  | 7/333 [00:05<04:10,  1.30it/s, loss=0.746, pair=0.008, adv=3.623, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   2%|  | 7/333 [00:06<04:10,  1.30it/s, loss=0.700, pair=0.001, adv=4.010, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:50,  1.41it/s, loss=0.700, pair=0.001, adv=4.010, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<03:50,  1.41it/s, loss=0.716, pair=0.006, adv=4.027, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   3%|  | 9/333 [00:06<04:07,  1.31it/s, loss=0.716, pair=0.006, adv=4.027, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   3%|  | 9/333 [00:07<04:07,  1.31it/s, loss=0.714, pair=0.001, adv=3.939, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 10/333 [00:07<03:49,  1.41it/s, loss=0.714, pair=0.001, adv=3.939, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 10/333 [00:08<03:49,  1.41it/s, loss=0.732, pair=0.002, adv=3.730, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:54,  1.37it/s, loss=0.732, pair=0.002, adv=3.730, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 11/333 [00:08<03:54,  1.37it/s, loss=0.703, pair=0.002, adv=3.751, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   4%| | 12/333 [00:08<03:40,  1.46it/s, loss=0.703, pair=0.002, adv=3.751, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   4%| | 12/333 [00:09<03:40,  1.46it/s, loss=0.727, pair=0.003, adv=3.803, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   4%| | 13/333 [00:09<03:54,  1.37it/s, loss=0.727, pair=0.003, adv=3.803, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   4%| | 13/333 [00:10<03:54,  1.37it/s, loss=0.703, pair=0.000, adv=3.547, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:36,  1.47it/s, loss=0.703, pair=0.000, adv=3.547, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   4%| | 14/333 [00:10<03:36,  1.47it/s, loss=0.704, pair=0.004, adv=3.749, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.704, pair=0.004, adv=3.749, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.725, pair=0.011, adv=3.810, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:   5%| | 16/333 [00:11<03:33,  1.49it/s, loss=0.725, pair=0.011, adv=3.810, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:   5%| | 16/333 [00:12<03:33,  1.49it/s, loss=0.816, pair=0.009, adv=3.981, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.816, pair=0.009, adv=3.981, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.715, pair=0.009, adv=3.775, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   5%| | 18/333 [00:12<03:30,  1.50it/s, loss=0.715, pair=0.009, adv=3.775, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:30,  1.50it/s, loss=0.782, pair=0.018, adv=3.693, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   6%| | 19/333 [00:13<03:34,  1.46it/s, loss=0.782, pair=0.018, adv=3.693, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   6%| | 19/333 [00:14<03:34,  1.46it/s, loss=0.719, pair=0.019, adv=3.969, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   6%| | 20/333 [00:14<03:26,  1.52it/s, loss=0.719, pair=0.019, adv=3.969, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   6%| | 20/333 [00:15<03:26,  1.52it/s, loss=0.730, pair=0.030, adv=3.775, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:43,  1.40it/s, loss=0.730, pair=0.030, adv=3.775, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   6%| | 21/333 [00:15<03:43,  1.40it/s, loss=0.723, pair=0.007, adv=4.022, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:   7%| | 22/333 [00:15<03:32,  1.46it/s, loss=0.723, pair=0.007, adv=4.022, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:   7%| | 22/333 [00:16<03:32,  1.46it/s, loss=0.716, pair=0.000, adv=3.682, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   7%| | 23/333 [00:16<03:46,  1.37it/s, loss=0.716, pair=0.000, adv=3.682, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   7%| | 23/333 [00:17<03:46,  1.37it/s, loss=0.741, pair=0.007, adv=3.866, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   7%| | 24/333 [00:17<03:34,  1.44it/s, loss=0.741, pair=0.007, adv=3.866, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   7%| | 24/333 [00:18<03:34,  1.44it/s, loss=0.726, pair=0.007, adv=3.693, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   8%| | 25/333 [00:18<03:50,  1.34it/s, loss=0.726, pair=0.007, adv=3.693, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   8%| | 25/333 [00:18<03:50,  1.34it/s, loss=0.707, pair=0.004, adv=3.560, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   8%| | 26/333 [00:18<03:34,  1.43it/s, loss=0.707, pair=0.004, adv=3.560, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   8%| | 26/333 [00:19<03:34,  1.43it/s, loss=0.716, pair=0.013, adv=3.551, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   8%| | 27/333 [00:19<03:41,  1.38it/s, loss=0.716, pair=0.013, adv=3.551, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   8%| | 27/333 [00:20<03:41,  1.38it/s, loss=0.703, pair=0.010, adv=3.812, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   8%| | 28/333 [00:20<03:26,  1.48it/s, loss=0.703, pair=0.010, adv=3.812, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   8%| | 28/333 [00:20<03:26,  1.48it/s, loss=0.720, pair=0.002, adv=3.758, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   9%| | 29/333 [00:20<03:34,  1.42it/s, loss=0.720, pair=0.002, adv=3.758, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   9%| | 29/333 [00:21<03:34,  1.42it/s, loss=0.733, pair=0.004, adv=3.728, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:   9%| | 30/333 [00:21<03:26,  1.47it/s, loss=0.733, pair=0.004, adv=3.728, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:   9%| | 30/333 [00:22<03:26,  1.47it/s, loss=0.721, pair=0.005, adv=3.737, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:40,  1.37it/s, loss=0.721, pair=0.005, adv=3.737, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   9%| | 31/333 [00:22<03:40,  1.37it/s, loss=0.723, pair=0.005, adv=4.143, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  10%| | 32/333 [00:22<03:26,  1.46it/s, loss=0.723, pair=0.005, adv=4.143, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  10%| | 32/333 [00:23<03:26,  1.46it/s, loss=0.727, pair=0.006, adv=3.810, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  10%| | 33/333 [00:23<03:34,  1.40it/s, loss=0.727, pair=0.006, adv=3.810, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  10%| | 33/333 [00:24<03:34,  1.40it/s, loss=0.731, pair=0.010, adv=3.713, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:21,  1.48it/s, loss=0.731, pair=0.010, adv=3.713, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  10%| | 34/333 [00:24<03:21,  1.48it/s, loss=0.716, pair=0.000, adv=3.992, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  11%| | 35/333 [00:24<03:27,  1.43it/s, loss=0.716, pair=0.000, adv=3.992, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  11%| | 35/333 [00:25<03:27,  1.43it/s, loss=0.723, pair=0.003, adv=3.871, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.723, pair=0.003, adv=3.871, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  11%| | 36/333 [00:26<03:19,  1.49it/s, loss=0.722, pair=0.002, adv=3.543, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:24,  1.44it/s, loss=0.722, pair=0.002, adv=3.543, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 37/333 [00:26<03:24,  1.44it/s, loss=0.712, pair=0.000, adv=3.661, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.712, pair=0.000, adv=3.661, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.730, pair=0.000, adv=3.622, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  12%| | 39/333 [00:27<03:32,  1.38it/s, loss=0.730, pair=0.000, adv=3.622, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  12%| | 39/333 [00:28<03:32,  1.38it/s, loss=0.689, pair=0.000, adv=3.572, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  12%| | 40/333 [00:28<03:18,  1.48it/s, loss=0.689, pair=0.000, adv=3.572, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  12%| | 40/333 [00:29<03:18,  1.48it/s, loss=0.721, pair=0.000, adv=3.820, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  12%| | 41/333 [00:29<03:26,  1.42it/s, loss=0.721, pair=0.000, adv=3.820, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  12%| | 41/333 [00:29<03:26,  1.42it/s, loss=0.727, pair=0.003, adv=3.961, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:29<03:16,  1.48it/s, loss=0.727, pair=0.003, adv=3.961, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:30<03:16,  1.48it/s, loss=0.708, pair=0.000, adv=3.809, sprd=0.017]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:30<03:30,  1.38it/s, loss=0.708, pair=0.000, adv=3.809, sprd=0.017]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:31<03:30,  1.38it/s, loss=0.725, pair=0.002, adv=4.048, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:18,  1.45it/s, loss=0.725, pair=0.002, adv=4.048, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:31<03:18,  1.45it/s, loss=0.711, pair=0.003, adv=3.441, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:31<03:23,  1.42it/s, loss=0.711, pair=0.003, adv=3.441, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:32<03:23,  1.42it/s, loss=0.702, pair=0.005, adv=3.931, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:32<03:11,  1.50it/s, loss=0.702, pair=0.005, adv=3.931, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:33<03:11,  1.50it/s, loss=0.729, pair=0.000, adv=3.793, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:23,  1.41it/s, loss=0.729, pair=0.000, adv=3.793, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:33<03:23,  1.41it/s, loss=0.715, pair=0.008, adv=3.562, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:33<03:13,  1.47it/s, loss=0.715, pair=0.008, adv=3.562, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:34<03:13,  1.47it/s, loss=0.779, pair=0.006, adv=3.868, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:34<03:21,  1.41it/s, loss=0.779, pair=0.006, adv=3.868, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:35<03:21,  1.41it/s, loss=0.736, pair=0.002, adv=3.799, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:35<03:12,  1.47it/s, loss=0.736, pair=0.002, adv=3.799, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:36<03:12,  1.47it/s, loss=0.716, pair=0.001, adv=3.426, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:36<03:18,  1.42it/s, loss=0.716, pair=0.001, adv=3.426, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:36<03:18,  1.42it/s, loss=0.716, pair=0.011, adv=3.923, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:36<03:09,  1.49it/s, loss=0.716, pair=0.011, adv=3.923, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:37<03:09,  1.49it/s, loss=0.747, pair=0.006, adv=3.845, sprd=0.031]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:37<03:17,  1.42it/s, loss=0.747, pair=0.006, adv=3.845, sprd=0.031]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:38<03:17,  1.42it/s, loss=0.722, pair=0.013, adv=3.371, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:08,  1.48it/s, loss=0.722, pair=0.013, adv=3.371, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:38<03:08,  1.48it/s, loss=0.729, pair=0.004, adv=3.621, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:38<03:20,  1.39it/s, loss=0.729, pair=0.004, adv=3.621, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:39<03:20,  1.39it/s, loss=0.731, pair=0.006, adv=3.327, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:39<03:09,  1.46it/s, loss=0.731, pair=0.006, adv=3.327, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:40<03:09,  1.46it/s, loss=0.793, pair=0.002, adv=3.970, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:14,  1.42it/s, loss=0.793, pair=0.002, adv=3.970, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:40<03:14,  1.42it/s, loss=0.707, pair=0.004, adv=3.805, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:40<03:02,  1.51it/s, loss=0.707, pair=0.004, adv=3.805, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 58/333 [00:41<03:02,  1.51it/s, loss=0.760, pair=0.014, adv=4.019, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:41<03:20,  1.37it/s, loss=0.760, pair=0.014, adv=4.019, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 59/333 [00:42<03:20,  1.37it/s, loss=0.728, pair=0.015, adv=3.986, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:42<03:08,  1.45it/s, loss=0.728, pair=0.015, adv=3.986, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 60/333 [00:43<03:08,  1.45it/s, loss=0.781, pair=0.008, adv=3.846, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:43<03:14,  1.40it/s, loss=0.781, pair=0.008, adv=3.846, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 61/333 [00:43<03:14,  1.40it/s, loss=0.713, pair=0.003, adv=3.575, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.713, pair=0.003, adv=3.575, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 62/333 [00:44<03:02,  1.49it/s, loss=0.746, pair=0.000, adv=3.702, sprd=0.030]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.746, pair=0.000, adv=3.702, sprd=0.030]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 63/333 [00:44<03:07,  1.44it/s, loss=0.727, pair=0.002, adv=3.906, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:44<02:59,  1.50it/s, loss=0.727, pair=0.002, adv=3.906, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 64/333 [00:45<02:59,  1.50it/s, loss=0.740, pair=0.002, adv=4.017, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:45<03:06,  1.43it/s, loss=0.740, pair=0.002, adv=4.017, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 65/333 [00:46<03:06,  1.43it/s, loss=0.718, pair=0.001, adv=3.840, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:46<02:58,  1.49it/s, loss=0.718, pair=0.001, adv=3.840, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 66/333 [00:47<02:58,  1.49it/s, loss=0.741, pair=0.002, adv=4.052, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:47<03:07,  1.42it/s, loss=0.741, pair=0.002, adv=4.052, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 67/333 [00:47<03:07,  1.42it/s, loss=0.756, pair=0.007, adv=3.900, sprd=0.033]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:47<03:01,  1.46it/s, loss=0.756, pair=0.007, adv=3.900, sprd=0.033]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 68/333 [00:48<03:01,  1.46it/s, loss=0.720, pair=0.004, adv=3.826, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:48<03:07,  1.41it/s, loss=0.720, pair=0.004, adv=3.826, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 69/333 [00:49<03:07,  1.41it/s, loss=0.746, pair=0.025, adv=3.780, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:49<02:58,  1.47it/s, loss=0.746, pair=0.025, adv=3.780, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 70/333 [00:50<02:58,  1.47it/s, loss=0.728, pair=0.007, adv=3.802, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:50<03:15,  1.34it/s, loss=0.728, pair=0.007, adv=3.802, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 71/333 [00:50<03:15,  1.34it/s, loss=0.733, pair=0.002, adv=3.857, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:50<03:01,  1.44it/s, loss=0.733, pair=0.002, adv=3.857, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 72/333 [00:51<03:01,  1.44it/s, loss=0.726, pair=0.001, adv=3.903, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:51<03:12,  1.35it/s, loss=0.726, pair=0.001, adv=3.903, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 73/333 [00:52<03:12,  1.35it/s, loss=0.711, pair=0.006, adv=3.777, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:52<02:59,  1.44it/s, loss=0.711, pair=0.006, adv=3.777, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 74/333 [00:52<02:59,  1.44it/s, loss=0.700, pair=0.003, adv=3.958, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.700, pair=0.003, adv=3.958, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 75/333 [00:53<03:04,  1.40it/s, loss=0.713, pair=0.004, adv=3.768, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:53<02:55,  1.47it/s, loss=0.713, pair=0.004, adv=3.768, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 76/333 [00:54<02:55,  1.47it/s, loss=0.735, pair=0.000, adv=3.656, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.735, pair=0.000, adv=3.656, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.699, pair=0.000, adv=4.031, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:54<02:50,  1.49it/s, loss=0.699, pair=0.000, adv=4.031, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 78/333 [00:55<02:50,  1.49it/s, loss=0.745, pair=0.002, adv=3.856, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:55<02:58,  1.42it/s, loss=0.745, pair=0.002, adv=3.856, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 79/333 [00:56<02:58,  1.42it/s, loss=0.727, pair=0.005, adv=3.958, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.727, pair=0.005, adv=3.958, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.689, pair=0.001, adv=3.834, sprd=0.016]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:56<02:53,  1.45it/s, loss=0.689, pair=0.001, adv=3.834, sprd=0.016]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 81/333 [00:57<02:53,  1.45it/s, loss=0.729, pair=0.014, adv=3.708, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:57<02:47,  1.50it/s, loss=0.729, pair=0.014, adv=3.708, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 82/333 [00:58<02:47,  1.50it/s, loss=0.716, pair=0.000, adv=3.543, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:58<03:01,  1.38it/s, loss=0.716, pair=0.000, adv=3.543, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 83/333 [00:58<03:01,  1.38it/s, loss=0.720, pair=0.002, adv=4.014, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:58<02:51,  1.45it/s, loss=0.720, pair=0.002, adv=4.014, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▎| 84/333 [00:59<02:51,  1.45it/s, loss=0.735, pair=0.002, adv=3.802, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 85/333 [00:59<02:58,  1.39it/s, loss=0.735, pair=0.002, adv=3.802, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:00<02:58,  1.39it/s, loss=0.720, pair=0.016, adv=3.723, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:00<02:48,  1.46it/s, loss=0.720, pair=0.016, adv=3.723, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:01<02:48,  1.46it/s, loss=0.718, pair=0.003, adv=3.930, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.718, pair=0.003, adv=3.930, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.705, pair=0.006, adv=3.647, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:01<02:43,  1.50it/s, loss=0.705, pair=0.006, adv=3.647, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:02<02:43,  1.50it/s, loss=0.773, pair=0.027, adv=3.695, sprd=0.032]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:02<02:57,  1.38it/s, loss=0.773, pair=0.027, adv=3.695, sprd=0.032]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:03<02:57,  1.38it/s, loss=0.731, pair=0.013, adv=3.862, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:03<02:48,  1.44it/s, loss=0.731, pair=0.013, adv=3.862, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:03<02:48,  1.44it/s, loss=0.737, pair=0.018, adv=3.661, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:03<02:54,  1.39it/s, loss=0.737, pair=0.018, adv=3.661, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:04<02:54,  1.39it/s, loss=0.732, pair=0.002, adv=3.896, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:04<02:47,  1.44it/s, loss=0.732, pair=0.002, adv=3.896, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:05<02:47,  1.44it/s, loss=0.714, pair=0.009, adv=4.205, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:05<02:53,  1.39it/s, loss=0.714, pair=0.009, adv=4.205, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:05<02:53,  1.39it/s, loss=0.703, pair=0.009, adv=3.686, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.703, pair=0.009, adv=3.686, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:06<02:42,  1.47it/s, loss=0.736, pair=0.011, adv=3.938, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:06<02:48,  1.42it/s, loss=0.736, pair=0.011, adv=3.938, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:07<02:48,  1.42it/s, loss=0.732, pair=0.010, adv=3.879, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:07<02:41,  1.47it/s, loss=0.732, pair=0.010, adv=3.879, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:08<02:41,  1.47it/s, loss=0.812, pair=0.013, adv=3.735, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:08<02:45,  1.42it/s, loss=0.812, pair=0.013, adv=3.735, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:08<02:45,  1.42it/s, loss=0.713, pair=0.003, adv=3.917, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:08<02:37,  1.49it/s, loss=0.713, pair=0.003, adv=3.917, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:09<02:37,  1.49it/s, loss=0.731, pair=0.004, adv=4.232, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:09<02:43,  1.43it/s, loss=0.731, pair=0.004, adv=4.232, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:10<02:43,  1.43it/s, loss=0.737, pair=0.003, adv=3.655, sprd=0.030]
Ep 040/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:10<02:37,  1.48it/s, loss=0.737, pair=0.003, adv=3.655, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:10<02:37,  1.48it/s, loss=0.710, pair=0.009, adv=4.064, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:10<02:41,  1.44it/s, loss=0.710, pair=0.009, adv=4.064, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:11<02:41,  1.44it/s, loss=0.726, pair=0.004, adv=3.964, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:11<02:36,  1.48it/s, loss=0.726, pair=0.004, adv=3.964, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:12<02:36,  1.48it/s, loss=0.726, pair=0.005, adv=3.677, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:12<02:48,  1.36it/s, loss=0.726, pair=0.005, adv=3.677, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:12<02:48,  1.36it/s, loss=0.744, pair=0.019, adv=3.563, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:12<02:38,  1.44it/s, loss=0.744, pair=0.019, adv=3.563, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:13<02:38,  1.44it/s, loss=0.728, pair=0.005, adv=4.143, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:13<02:46,  1.37it/s, loss=0.728, pair=0.005, adv=4.143, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:14<02:46,  1.37it/s, loss=0.720, pair=0.009, adv=3.974, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:14<02:37,  1.44it/s, loss=0.720, pair=0.009, adv=3.974, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  32%|▎| 106/333 [01:15<02:37,  1.44it/s, loss=0.723, pair=0.013, adv=3.721, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:15<02:41,  1.40it/s, loss=0.723, pair=0.013, adv=3.721, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  32%|▎| 107/333 [01:15<02:41,  1.40it/s, loss=0.711, pair=0.008, adv=3.951, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:15<02:32,  1.48it/s, loss=0.711, pair=0.008, adv=3.951, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  32%|▎| 108/333 [01:16<02:32,  1.48it/s, loss=0.717, pair=0.002, adv=3.335, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:16<02:37,  1.42it/s, loss=0.717, pair=0.002, adv=3.335, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  33%|▎| 109/333 [01:16<02:37,  1.42it/s, loss=0.696, pair=0.004, adv=3.885, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:16<02:28,  1.50it/s, loss=0.696, pair=0.004, adv=3.885, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  33%|▎| 110/333 [01:17<02:28,  1.50it/s, loss=0.736, pair=0.003, adv=3.671, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:17<02:34,  1.44it/s, loss=0.736, pair=0.003, adv=3.671, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  33%|▎| 111/333 [01:18<02:34,  1.44it/s, loss=0.723, pair=0.002, adv=3.833, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:18<02:28,  1.49it/s, loss=0.723, pair=0.002, adv=3.833, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  34%|▎| 112/333 [01:19<02:28,  1.49it/s, loss=0.748, pair=0.009, adv=3.734, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:19<02:35,  1.41it/s, loss=0.748, pair=0.009, adv=3.734, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  34%|▎| 113/333 [01:19<02:35,  1.41it/s, loss=0.725, pair=0.006, adv=4.131, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:19<02:27,  1.48it/s, loss=0.725, pair=0.006, adv=4.131, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  34%|▎| 114/333 [01:20<02:27,  1.48it/s, loss=0.715, pair=0.001, adv=4.032, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:20<02:32,  1.43it/s, loss=0.715, pair=0.001, adv=4.032, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  35%|▎| 115/333 [01:21<02:32,  1.43it/s, loss=0.710, pair=0.012, adv=3.945, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:21<02:24,  1.50it/s, loss=0.710, pair=0.012, adv=3.945, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  35%|▎| 116/333 [01:21<02:24,  1.50it/s, loss=0.703, pair=0.023, adv=3.511, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:21<02:28,  1.46it/s, loss=0.703, pair=0.023, adv=3.511, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  35%|▎| 117/333 [01:22<02:28,  1.46it/s, loss=0.710, pair=0.003, adv=3.953, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:22<02:20,  1.53it/s, loss=0.710, pair=0.003, adv=3.953, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  35%|▎| 118/333 [01:23<02:20,  1.53it/s, loss=0.722, pair=0.023, adv=3.696, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:23<02:27,  1.45it/s, loss=0.722, pair=0.023, adv=3.696, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  36%|▎| 119/333 [01:23<02:27,  1.45it/s, loss=0.752, pair=0.005, adv=4.117, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:23<02:21,  1.50it/s, loss=0.752, pair=0.005, adv=4.117, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  36%|▎| 120/333 [01:24<02:21,  1.50it/s, loss=0.725, pair=0.012, adv=3.493, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:24<02:27,  1.44it/s, loss=0.725, pair=0.012, adv=3.493, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  36%|▎| 121/333 [01:25<02:27,  1.44it/s, loss=0.713, pair=0.006, adv=3.886, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:25<02:19,  1.51it/s, loss=0.713, pair=0.006, adv=3.886, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  37%|▎| 122/333 [01:26<02:19,  1.51it/s, loss=0.740, pair=0.008, adv=4.123, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:26<02:30,  1.39it/s, loss=0.740, pair=0.008, adv=4.123, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  37%|▎| 123/333 [01:26<02:30,  1.39it/s, loss=0.715, pair=0.004, adv=3.965, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.715, pair=0.004, adv=3.965, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  37%|▎| 124/333 [01:27<02:22,  1.47it/s, loss=0.714, pair=0.009, adv=3.848, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:27<02:25,  1.43it/s, loss=0.714, pair=0.009, adv=3.848, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  38%|▍| 125/333 [01:27<02:25,  1.43it/s, loss=0.709, pair=0.009, adv=3.842, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:27<02:19,  1.48it/s, loss=0.709, pair=0.009, adv=3.842, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  38%|▍| 126/333 [01:28<02:19,  1.48it/s, loss=0.716, pair=0.003, adv=4.275, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.716, pair=0.003, adv=4.275, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  38%|▍| 127/333 [01:29<02:23,  1.44it/s, loss=0.722, pair=0.010, adv=3.889, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:29<02:16,  1.50it/s, loss=0.722, pair=0.010, adv=3.889, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  38%|▍| 128/333 [01:30<02:16,  1.50it/s, loss=0.752, pair=0.005, adv=3.721, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:30<02:23,  1.42it/s, loss=0.752, pair=0.005, adv=3.721, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  39%|▍| 129/333 [01:30<02:23,  1.42it/s, loss=0.735, pair=0.007, adv=3.802, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.735, pair=0.007, adv=3.802, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  39%|▍| 130/333 [01:31<02:18,  1.47it/s, loss=0.704, pair=0.006, adv=3.774, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:31<02:24,  1.40it/s, loss=0.704, pair=0.006, adv=3.774, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  39%|▍| 131/333 [01:32<02:24,  1.40it/s, loss=0.697, pair=0.003, adv=4.152, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:32<02:16,  1.48it/s, loss=0.697, pair=0.003, adv=4.152, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  40%|▍| 132/333 [01:32<02:16,  1.48it/s, loss=0.725, pair=0.003, adv=3.992, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:32<02:25,  1.38it/s, loss=0.725, pair=0.003, adv=3.992, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  40%|▍| 133/333 [01:33<02:25,  1.38it/s, loss=0.725, pair=0.001, adv=3.968, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:33<02:17,  1.44it/s, loss=0.725, pair=0.001, adv=3.968, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  40%|▍| 134/333 [01:34<02:17,  1.44it/s, loss=0.712, pair=0.000, adv=4.421, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:34<02:20,  1.41it/s, loss=0.712, pair=0.000, adv=4.421, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  41%|▍| 135/333 [01:34<02:20,  1.41it/s, loss=0.723, pair=0.003, adv=4.126, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:34<02:11,  1.49it/s, loss=0.723, pair=0.003, adv=4.126, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  41%|▍| 136/333 [01:35<02:11,  1.49it/s, loss=0.757, pair=0.010, adv=3.886, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:35<02:18,  1.42it/s, loss=0.757, pair=0.010, adv=3.886, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  41%|▍| 137/333 [01:36<02:18,  1.42it/s, loss=0.710, pair=0.008, adv=4.062, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:36<02:11,  1.48it/s, loss=0.710, pair=0.008, adv=4.062, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  41%|▍| 138/333 [01:37<02:11,  1.48it/s, loss=0.711, pair=0.011, adv=3.535, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:37<02:14,  1.44it/s, loss=0.711, pair=0.011, adv=3.535, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  42%|▍| 139/333 [01:37<02:14,  1.44it/s, loss=0.718, pair=0.006, adv=3.967, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:37<02:08,  1.50it/s, loss=0.718, pair=0.006, adv=3.967, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  42%|▍| 140/333 [01:38<02:08,  1.50it/s, loss=0.713, pair=0.000, adv=3.858, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:38<02:12,  1.45it/s, loss=0.713, pair=0.000, adv=3.858, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  42%|▍| 141/333 [01:38<02:12,  1.45it/s, loss=0.705, pair=0.005, adv=4.008, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.705, pair=0.005, adv=4.008, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  43%|▍| 142/333 [01:39<02:06,  1.51it/s, loss=0.734, pair=0.002, adv=3.640, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:39<02:12,  1.43it/s, loss=0.734, pair=0.002, adv=3.640, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  43%|▍| 143/333 [01:40<02:12,  1.43it/s, loss=0.717, pair=0.002, adv=3.908, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:40<02:05,  1.50it/s, loss=0.717, pair=0.002, adv=3.908, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  43%|▍| 144/333 [01:41<02:05,  1.50it/s, loss=0.731, pair=0.016, adv=3.937, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:41<02:14,  1.39it/s, loss=0.731, pair=0.016, adv=3.937, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 145/333 [01:41<02:14,  1.39it/s, loss=0.722, pair=0.009, adv=3.604, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.722, pair=0.009, adv=3.604, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 146/333 [01:42<02:07,  1.47it/s, loss=0.727, pair=0.001, adv=3.716, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:42<02:12,  1.41it/s, loss=0.727, pair=0.001, adv=3.716, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  44%|▍| 147/333 [01:43<02:12,  1.41it/s, loss=0.723, pair=0.010, adv=3.656, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:43<02:07,  1.45it/s, loss=0.723, pair=0.010, adv=3.656, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 148/333 [01:43<02:07,  1.45it/s, loss=0.734, pair=0.004, adv=3.964, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.734, pair=0.004, adv=3.964, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  45%|▍| 149/333 [01:44<02:11,  1.40it/s, loss=0.707, pair=0.012, adv=3.575, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.707, pair=0.012, adv=3.575, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  45%|▍| 150/333 [01:45<02:03,  1.48it/s, loss=0.713, pair=0.011, adv=4.479, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:45<02:08,  1.42it/s, loss=0.713, pair=0.011, adv=4.479, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  45%|▍| 151/333 [01:45<02:08,  1.42it/s, loss=0.706, pair=0.008, adv=3.575, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:45<01:58,  1.53it/s, loss=0.706, pair=0.008, adv=3.575, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  46%|▍| 152/333 [01:46<01:58,  1.53it/s, loss=0.819, pair=0.003, adv=3.914, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:46<02:05,  1.43it/s, loss=0.819, pair=0.003, adv=3.914, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  46%|▍| 153/333 [01:47<02:05,  1.43it/s, loss=0.707, pair=0.002, adv=3.833, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:47<01:59,  1.50it/s, loss=0.707, pair=0.002, adv=3.833, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  46%|▍| 154/333 [01:48<01:59,  1.50it/s, loss=0.722, pair=0.004, adv=3.822, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:48<02:03,  1.44it/s, loss=0.722, pair=0.004, adv=3.822, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  47%|▍| 155/333 [01:48<02:03,  1.44it/s, loss=0.717, pair=0.005, adv=3.718, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:48<01:58,  1.49it/s, loss=0.717, pair=0.005, adv=3.718, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  47%|▍| 156/333 [01:49<01:58,  1.49it/s, loss=0.816, pair=0.001, adv=4.165, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:49<02:04,  1.42it/s, loss=0.816, pair=0.001, adv=4.165, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  47%|▍| 157/333 [01:49<02:04,  1.42it/s, loss=0.698, pair=0.012, adv=3.752, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.698, pair=0.012, adv=3.752, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  47%|▍| 158/333 [01:50<01:56,  1.50it/s, loss=0.737, pair=0.004, adv=3.771, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.737, pair=0.004, adv=3.771, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  48%|▍| 159/333 [01:51<02:00,  1.44it/s, loss=0.732, pair=0.003, adv=4.109, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:51<01:56,  1.49it/s, loss=0.732, pair=0.003, adv=4.109, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 160/333 [01:52<01:56,  1.49it/s, loss=0.816, pair=0.187, adv=3.803, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.816, pair=0.187, adv=3.803, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.704, pair=0.002, adv=3.377, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:52<01:53,  1.50it/s, loss=0.704, pair=0.002, adv=3.377, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 162/333 [01:53<01:53,  1.50it/s, loss=0.714, pair=0.006, adv=3.301, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:53<01:59,  1.43it/s, loss=0.714, pair=0.006, adv=3.301, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 163/333 [01:54<01:59,  1.43it/s, loss=0.703, pair=0.005, adv=3.800, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:54<01:52,  1.51it/s, loss=0.703, pair=0.005, adv=3.800, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 164/333 [01:54<01:52,  1.51it/s, loss=0.719, pair=0.005, adv=3.777, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:54<01:56,  1.45it/s, loss=0.719, pair=0.005, adv=3.777, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 165/333 [01:55<01:56,  1.45it/s, loss=0.711, pair=0.004, adv=3.549, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:55<01:51,  1.50it/s, loss=0.711, pair=0.004, adv=3.549, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 166/333 [01:56<01:51,  1.50it/s, loss=0.742, pair=0.003, adv=3.625, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:56<01:56,  1.43it/s, loss=0.742, pair=0.003, adv=3.625, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  50%|▌| 167/333 [01:56<01:56,  1.43it/s, loss=0.717, pair=0.001, adv=3.800, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.717, pair=0.001, adv=3.800, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  50%|▌| 168/333 [01:57<01:49,  1.51it/s, loss=0.742, pair=0.006, adv=3.910, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:57<01:53,  1.45it/s, loss=0.742, pair=0.006, adv=3.910, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  51%|▌| 169/333 [01:58<01:53,  1.45it/s, loss=0.719, pair=0.002, adv=3.981, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.719, pair=0.002, adv=3.981, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.812, pair=0.005, adv=4.140, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:58<01:52,  1.44it/s, loss=0.812, pair=0.005, adv=4.140, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  51%|▌| 171/333 [01:59<01:52,  1.44it/s, loss=0.725, pair=0.031, adv=3.546, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  52%|▌| 172/333 [01:59<01:47,  1.50it/s, loss=0.725, pair=0.031, adv=3.546, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  52%|▌| 172/333 [02:00<01:47,  1.50it/s, loss=0.738, pair=0.003, adv=4.146, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  52%|▌| 173/333 [02:00<01:56,  1.37it/s, loss=0.738, pair=0.003, adv=4.146, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  52%|▌| 173/333 [02:00<01:56,  1.37it/s, loss=0.710, pair=0.003, adv=4.125, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:00<01:49,  1.45it/s, loss=0.710, pair=0.003, adv=4.125, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  52%|▌| 174/333 [02:01<01:49,  1.45it/s, loss=0.723, pair=0.001, adv=3.931, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:01<01:51,  1.42it/s, loss=0.723, pair=0.001, adv=3.931, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  53%|▌| 175/333 [02:02<01:51,  1.42it/s, loss=0.707, pair=0.006, adv=3.923, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:02<01:46,  1.47it/s, loss=0.707, pair=0.006, adv=3.923, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  53%|▌| 176/333 [02:03<01:46,  1.47it/s, loss=0.720, pair=0.013, adv=3.620, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:03<01:48,  1.43it/s, loss=0.720, pair=0.013, adv=3.620, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  53%|▌| 177/333 [02:03<01:48,  1.43it/s, loss=0.724, pair=0.001, adv=3.789, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:03<01:43,  1.50it/s, loss=0.724, pair=0.001, adv=3.789, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  53%|▌| 178/333 [02:04<01:43,  1.50it/s, loss=0.737, pair=0.001, adv=3.893, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:04<01:49,  1.41it/s, loss=0.737, pair=0.001, adv=3.893, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  54%|▌| 179/333 [02:05<01:49,  1.41it/s, loss=0.708, pair=0.027, adv=3.665, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:05<01:42,  1.49it/s, loss=0.708, pair=0.027, adv=3.665, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  54%|▌| 180/333 [02:05<01:42,  1.49it/s, loss=0.757, pair=0.015, adv=4.173, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:05<01:47,  1.42it/s, loss=0.757, pair=0.015, adv=4.173, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  54%|▌| 181/333 [02:06<01:47,  1.42it/s, loss=0.726, pair=0.025, adv=4.020, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:06<01:41,  1.49it/s, loss=0.726, pair=0.025, adv=4.020, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  55%|▌| 182/333 [02:07<01:41,  1.49it/s, loss=0.739, pair=0.003, adv=4.019, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:07<01:48,  1.38it/s, loss=0.739, pair=0.003, adv=4.019, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  55%|▌| 183/333 [02:07<01:48,  1.38it/s, loss=0.732, pair=0.003, adv=4.293, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:07<01:43,  1.44it/s, loss=0.732, pair=0.003, adv=4.293, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  55%|▌| 184/333 [02:08<01:43,  1.44it/s, loss=0.712, pair=0.022, adv=3.854, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:08<01:45,  1.41it/s, loss=0.712, pair=0.022, adv=3.854, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  56%|▌| 185/333 [02:09<01:45,  1.41it/s, loss=0.714, pair=0.007, adv=4.211, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:09<01:39,  1.48it/s, loss=0.714, pair=0.007, adv=4.211, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  56%|▌| 186/333 [02:10<01:39,  1.48it/s, loss=0.725, pair=0.011, adv=3.858, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:10<01:45,  1.39it/s, loss=0.725, pair=0.011, adv=3.858, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  56%|▌| 187/333 [02:10<01:45,  1.39it/s, loss=0.726, pair=0.004, adv=3.588, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:10<01:39,  1.45it/s, loss=0.726, pair=0.004, adv=3.588, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  56%|▌| 188/333 [02:11<01:39,  1.45it/s, loss=0.729, pair=0.007, adv=4.053, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:11<01:41,  1.42it/s, loss=0.729, pair=0.007, adv=4.053, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  57%|▌| 189/333 [02:12<01:41,  1.42it/s, loss=0.768, pair=0.004, adv=4.115, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:12<01:37,  1.46it/s, loss=0.768, pair=0.004, adv=4.115, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  57%|▌| 190/333 [02:12<01:37,  1.46it/s, loss=0.743, pair=0.003, adv=3.977, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:12<01:43,  1.38it/s, loss=0.743, pair=0.003, adv=3.977, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  57%|▌| 191/333 [02:13<01:43,  1.38it/s, loss=0.741, pair=0.005, adv=4.212, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:13<01:37,  1.44it/s, loss=0.741, pair=0.005, adv=4.212, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  58%|▌| 192/333 [02:14<01:37,  1.44it/s, loss=0.727, pair=0.001, adv=3.989, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:14<01:39,  1.40it/s, loss=0.727, pair=0.001, adv=3.989, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  58%|▌| 193/333 [02:14<01:39,  1.40it/s, loss=0.722, pair=0.003, adv=4.017, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:14<01:33,  1.48it/s, loss=0.722, pair=0.003, adv=4.017, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  58%|▌| 194/333 [02:15<01:33,  1.48it/s, loss=0.740, pair=0.002, adv=3.762, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:15<01:37,  1.41it/s, loss=0.740, pair=0.002, adv=3.762, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  59%|▌| 195/333 [02:16<01:37,  1.41it/s, loss=0.700, pair=0.006, adv=3.864, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:16<01:31,  1.50it/s, loss=0.700, pair=0.006, adv=3.864, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  59%|▌| 196/333 [02:17<01:31,  1.50it/s, loss=0.722, pair=0.003, adv=3.895, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:17<01:38,  1.39it/s, loss=0.722, pair=0.003, adv=3.895, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  59%|▌| 197/333 [02:17<01:38,  1.39it/s, loss=0.729, pair=0.006, adv=3.735, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:17<01:32,  1.47it/s, loss=0.729, pair=0.006, adv=3.735, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  59%|▌| 198/333 [02:18<01:32,  1.47it/s, loss=0.711, pair=0.001, adv=3.850, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=0.711, pair=0.001, adv=3.850, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  60%|▌| 199/333 [02:19<01:35,  1.40it/s, loss=0.706, pair=0.013, adv=3.648, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:19<01:28,  1.50it/s, loss=0.706, pair=0.013, adv=3.648, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  60%|▌| 200/333 [02:19<01:28,  1.50it/s, loss=0.742, pair=0.007, adv=3.838, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:19<01:32,  1.43it/s, loss=0.742, pair=0.007, adv=3.838, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  60%|▌| 201/333 [02:20<01:32,  1.43it/s, loss=0.754, pair=0.003, adv=3.651, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:20<01:29,  1.47it/s, loss=0.754, pair=0.003, adv=3.651, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  61%|▌| 202/333 [02:21<01:29,  1.47it/s, loss=0.718, pair=0.004, adv=4.211, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:21<01:34,  1.37it/s, loss=0.718, pair=0.004, adv=4.211, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  61%|▌| 203/333 [02:21<01:34,  1.37it/s, loss=0.710, pair=0.006, adv=3.872, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:21<01:28,  1.46it/s, loss=0.710, pair=0.006, adv=3.872, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  61%|▌| 204/333 [02:22<01:28,  1.46it/s, loss=0.717, pair=0.003, adv=3.858, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:22<01:29,  1.43it/s, loss=0.717, pair=0.003, adv=3.858, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  62%|▌| 205/333 [02:23<01:29,  1.43it/s, loss=0.721, pair=0.003, adv=3.655, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:23<01:23,  1.52it/s, loss=0.721, pair=0.003, adv=3.655, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  62%|▌| 206/333 [02:23<01:23,  1.52it/s, loss=0.721, pair=0.008, adv=3.628, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:23<01:27,  1.45it/s, loss=0.721, pair=0.008, adv=3.628, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  62%|▌| 207/333 [02:24<01:27,  1.45it/s, loss=0.697, pair=0.004, adv=3.680, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:24<01:22,  1.51it/s, loss=0.697, pair=0.004, adv=3.680, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  62%|▌| 208/333 [02:25<01:22,  1.51it/s, loss=0.719, pair=0.011, adv=3.900, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:25<01:26,  1.44it/s, loss=0.719, pair=0.011, adv=3.900, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  63%|▋| 209/333 [02:25<01:26,  1.44it/s, loss=0.727, pair=0.009, adv=4.066, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:25<01:22,  1.48it/s, loss=0.727, pair=0.009, adv=4.066, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  63%|▋| 210/333 [02:26<01:22,  1.48it/s, loss=0.728, pair=0.007, adv=3.794, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.728, pair=0.007, adv=3.794, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  63%|▋| 211/333 [02:27<01:24,  1.44it/s, loss=0.716, pair=0.002, adv=3.819, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:27<01:20,  1.50it/s, loss=0.716, pair=0.002, adv=3.819, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  64%|▋| 212/333 [02:28<01:20,  1.50it/s, loss=0.739, pair=0.016, adv=3.770, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:28<01:24,  1.41it/s, loss=0.739, pair=0.016, adv=3.770, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  64%|▋| 213/333 [02:28<01:24,  1.41it/s, loss=0.724, pair=0.006, adv=3.840, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:28<01:19,  1.49it/s, loss=0.724, pair=0.006, adv=3.840, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  64%|▋| 214/333 [02:29<01:19,  1.49it/s, loss=0.728, pair=0.002, adv=4.238, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:29<01:24,  1.39it/s, loss=0.728, pair=0.002, adv=4.238, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  65%|▋| 215/333 [02:30<01:24,  1.39it/s, loss=0.700, pair=0.008, adv=3.878, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:30<01:19,  1.47it/s, loss=0.700, pair=0.008, adv=3.878, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  65%|▋| 216/333 [02:30<01:19,  1.47it/s, loss=0.729, pair=0.003, adv=4.187, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:30<01:21,  1.42it/s, loss=0.729, pair=0.003, adv=4.187, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  65%|▋| 217/333 [02:31<01:21,  1.42it/s, loss=0.724, pair=0.004, adv=3.909, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.724, pair=0.004, adv=3.909, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  65%|▋| 218/333 [02:32<01:17,  1.48it/s, loss=0.721, pair=0.001, adv=3.545, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:32<01:19,  1.43it/s, loss=0.721, pair=0.001, adv=3.545, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  66%|▋| 219/333 [02:32<01:19,  1.43it/s, loss=0.727, pair=0.002, adv=4.053, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.727, pair=0.002, adv=4.053, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  66%|▋| 220/333 [02:33<01:16,  1.48it/s, loss=0.732, pair=0.011, adv=3.553, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:33<01:20,  1.39it/s, loss=0.732, pair=0.011, adv=3.553, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  66%|▋| 221/333 [02:34<01:20,  1.39it/s, loss=0.719, pair=0.000, adv=3.913, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:34<01:15,  1.46it/s, loss=0.719, pair=0.000, adv=3.913, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  67%|▋| 222/333 [02:35<01:15,  1.46it/s, loss=0.729, pair=0.007, adv=3.750, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:35<01:18,  1.41it/s, loss=0.729, pair=0.007, adv=3.750, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  67%|▋| 223/333 [02:35<01:18,  1.41it/s, loss=0.720, pair=0.001, adv=4.263, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:35<01:14,  1.46it/s, loss=0.720, pair=0.001, adv=4.263, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  67%|▋| 224/333 [02:36<01:14,  1.46it/s, loss=0.722, pair=0.003, adv=3.744, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:36<01:16,  1.41it/s, loss=0.722, pair=0.003, adv=3.744, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  68%|▋| 225/333 [02:37<01:16,  1.41it/s, loss=0.737, pair=0.002, adv=3.927, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:37<01:12,  1.47it/s, loss=0.737, pair=0.002, adv=3.927, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  68%|▋| 226/333 [02:37<01:12,  1.47it/s, loss=0.720, pair=0.011, adv=3.838, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:37<01:14,  1.42it/s, loss=0.720, pair=0.011, adv=3.838, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  68%|▋| 227/333 [02:38<01:14,  1.42it/s, loss=0.696, pair=0.005, adv=3.642, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:38<01:09,  1.51it/s, loss=0.696, pair=0.005, adv=3.642, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  68%|▋| 228/333 [02:39<01:09,  1.51it/s, loss=0.713, pair=0.005, adv=3.532, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:39<01:12,  1.44it/s, loss=0.713, pair=0.005, adv=3.532, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 229/333 [02:39<01:12,  1.44it/s, loss=0.720, pair=0.000, adv=3.959, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:39<01:09,  1.48it/s, loss=0.720, pair=0.000, adv=3.959, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  69%|▋| 230/333 [02:40<01:09,  1.48it/s, loss=0.788, pair=0.010, adv=3.615, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:40<01:10,  1.44it/s, loss=0.788, pair=0.010, adv=3.615, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 231/333 [02:41<01:10,  1.44it/s, loss=0.746, pair=0.003, adv=3.693, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:41<01:07,  1.49it/s, loss=0.746, pair=0.003, adv=3.693, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  70%|▋| 232/333 [02:41<01:07,  1.49it/s, loss=0.726, pair=0.003, adv=3.833, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:41<01:10,  1.41it/s, loss=0.726, pair=0.003, adv=3.833, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  70%|▋| 233/333 [02:42<01:10,  1.41it/s, loss=0.729, pair=0.000, adv=3.909, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:42<01:07,  1.47it/s, loss=0.729, pair=0.000, adv=3.909, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  70%|▋| 234/333 [02:43<01:07,  1.47it/s, loss=0.724, pair=0.002, adv=4.255, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:43<01:09,  1.42it/s, loss=0.724, pair=0.002, adv=4.255, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  71%|▋| 235/333 [02:43<01:09,  1.42it/s, loss=0.705, pair=0.006, adv=3.807, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:43<01:05,  1.49it/s, loss=0.705, pair=0.006, adv=3.807, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  71%|▋| 236/333 [02:44<01:05,  1.49it/s, loss=0.809, pair=0.000, adv=3.801, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.809, pair=0.000, adv=3.801, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  71%|▋| 237/333 [02:45<01:07,  1.43it/s, loss=0.727, pair=0.002, adv=4.072, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:45<01:03,  1.49it/s, loss=0.727, pair=0.002, adv=4.072, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  71%|▋| 238/333 [02:45<01:03,  1.49it/s, loss=0.730, pair=0.003, adv=3.816, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.730, pair=0.003, adv=3.816, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  72%|▋| 239/333 [02:46<01:05,  1.43it/s, loss=0.723, pair=0.002, adv=3.927, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.723, pair=0.002, adv=3.927, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  72%|▋| 240/333 [02:47<01:02,  1.49it/s, loss=0.724, pair=0.025, adv=3.503, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:47<01:03,  1.45it/s, loss=0.724, pair=0.025, adv=3.503, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  72%|▋| 241/333 [02:47<01:03,  1.45it/s, loss=0.712, pair=0.004, adv=3.742, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:47<01:00,  1.52it/s, loss=0.712, pair=0.004, adv=3.742, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  73%|▋| 242/333 [02:48<01:00,  1.52it/s, loss=0.726, pair=0.003, adv=4.075, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:48<01:02,  1.44it/s, loss=0.726, pair=0.003, adv=4.075, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  73%|▋| 243/333 [02:49<01:02,  1.44it/s, loss=0.719, pair=0.005, adv=3.665, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:49<00:59,  1.50it/s, loss=0.719, pair=0.005, adv=3.665, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  73%|▋| 244/333 [02:50<00:59,  1.50it/s, loss=0.720, pair=0.000, adv=3.766, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:50<01:01,  1.43it/s, loss=0.720, pair=0.000, adv=3.766, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  74%|▋| 245/333 [02:50<01:01,  1.43it/s, loss=0.734, pair=0.018, adv=3.689, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:50<00:58,  1.50it/s, loss=0.734, pair=0.018, adv=3.689, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  74%|▋| 246/333 [02:51<00:58,  1.50it/s, loss=0.718, pair=0.002, adv=3.665, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.718, pair=0.002, adv=3.665, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  74%|▋| 247/333 [02:52<00:59,  1.44it/s, loss=0.725, pair=0.002, adv=3.963, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:52<00:56,  1.50it/s, loss=0.725, pair=0.002, adv=3.963, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  74%|▋| 248/333 [02:52<00:56,  1.50it/s, loss=0.735, pair=0.000, adv=3.785, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:52<01:00,  1.39it/s, loss=0.735, pair=0.000, adv=3.785, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  75%|▋| 249/333 [02:53<01:00,  1.39it/s, loss=0.726, pair=0.009, adv=3.852, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:53<00:56,  1.46it/s, loss=0.726, pair=0.009, adv=3.852, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  75%|▊| 250/333 [02:54<00:56,  1.46it/s, loss=0.728, pair=0.004, adv=4.136, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:54<00:58,  1.40it/s, loss=0.728, pair=0.004, adv=4.136, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  75%|▊| 251/333 [02:54<00:58,  1.40it/s, loss=0.716, pair=0.001, adv=3.593, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.716, pair=0.001, adv=3.593, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  76%|▊| 252/333 [02:55<00:55,  1.46it/s, loss=0.704, pair=0.006, adv=3.720, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:55<00:56,  1.43it/s, loss=0.704, pair=0.006, adv=3.720, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  76%|▊| 253/333 [02:56<00:56,  1.43it/s, loss=0.747, pair=0.009, adv=3.922, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:56<00:53,  1.48it/s, loss=0.747, pair=0.009, adv=3.922, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  76%|▊| 254/333 [02:56<00:53,  1.48it/s, loss=0.714, pair=0.011, adv=3.992, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.714, pair=0.011, adv=3.992, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  77%|▊| 255/333 [02:57<00:54,  1.43it/s, loss=0.699, pair=0.005, adv=3.874, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:57<00:51,  1.51it/s, loss=0.699, pair=0.005, adv=3.874, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  77%|▊| 256/333 [02:58<00:51,  1.51it/s, loss=0.736, pair=0.006, adv=3.784, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:58<00:54,  1.39it/s, loss=0.736, pair=0.006, adv=3.784, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 257/333 [02:58<00:54,  1.39it/s, loss=0.718, pair=0.000, adv=3.814, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:58<00:51,  1.47it/s, loss=0.718, pair=0.000, adv=3.814, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 258/333 [02:59<00:51,  1.47it/s, loss=0.731, pair=0.005, adv=3.869, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  78%|▊| 259/333 [02:59<00:53,  1.39it/s, loss=0.731, pair=0.005, adv=3.869, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  78%|▊| 259/333 [03:00<00:53,  1.39it/s, loss=0.705, pair=0.007, adv=3.858, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:00<00:49,  1.47it/s, loss=0.705, pair=0.007, adv=3.858, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  78%|▊| 260/333 [03:01<00:49,  1.47it/s, loss=0.744, pair=0.009, adv=3.886, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:01<00:51,  1.38it/s, loss=0.744, pair=0.009, adv=3.886, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  78%|▊| 261/333 [03:01<00:51,  1.38it/s, loss=0.727, pair=0.019, adv=3.934, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:01<00:48,  1.46it/s, loss=0.727, pair=0.019, adv=3.934, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  79%|▊| 262/333 [03:02<00:48,  1.46it/s, loss=0.701, pair=0.030, adv=3.417, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.701, pair=0.030, adv=3.417, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  79%|▊| 263/333 [03:03<00:49,  1.41it/s, loss=0.705, pair=0.011, adv=3.978, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:03<00:45,  1.50it/s, loss=0.705, pair=0.011, adv=3.978, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  79%|▊| 264/333 [03:03<00:45,  1.50it/s, loss=0.758, pair=0.009, adv=3.565, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:03<00:48,  1.41it/s, loss=0.758, pair=0.009, adv=3.565, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  80%|▊| 265/333 [03:04<00:48,  1.41it/s, loss=0.736, pair=0.031, adv=3.477, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:04<00:45,  1.47it/s, loss=0.736, pair=0.031, adv=3.477, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  80%|▊| 266/333 [03:05<00:45,  1.47it/s, loss=0.749, pair=0.016, adv=3.803, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:05<00:47,  1.40it/s, loss=0.749, pair=0.016, adv=3.803, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  80%|▊| 267/333 [03:05<00:47,  1.40it/s, loss=0.700, pair=0.012, adv=3.852, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.700, pair=0.012, adv=3.852, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  80%|▊| 268/333 [03:06<00:43,  1.49it/s, loss=0.800, pair=0.008, adv=3.669, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.800, pair=0.008, adv=3.669, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  81%|▊| 269/333 [03:07<00:44,  1.43it/s, loss=0.722, pair=0.005, adv=3.906, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:07<00:41,  1.50it/s, loss=0.722, pair=0.005, adv=3.906, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  81%|▊| 270/333 [03:08<00:41,  1.50it/s, loss=0.730, pair=0.027, adv=3.956, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:08<00:43,  1.43it/s, loss=0.730, pair=0.027, adv=3.956, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  81%|▊| 271/333 [03:08<00:43,  1.43it/s, loss=0.730, pair=0.009, adv=3.602, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:08<00:41,  1.49it/s, loss=0.730, pair=0.009, adv=3.602, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  82%|▊| 272/333 [03:09<00:41,  1.49it/s, loss=0.731, pair=0.034, adv=3.698, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:09<00:42,  1.43it/s, loss=0.731, pair=0.034, adv=3.698, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  82%|▊| 273/333 [03:10<00:42,  1.43it/s, loss=0.709, pair=0.022, adv=3.432, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:10<00:39,  1.51it/s, loss=0.709, pair=0.022, adv=3.432, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  82%|▊| 274/333 [03:10<00:39,  1.51it/s, loss=0.688, pair=0.001, adv=3.465, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:10<00:40,  1.42it/s, loss=0.688, pair=0.001, adv=3.465, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  83%|▊| 275/333 [03:11<00:40,  1.42it/s, loss=0.706, pair=0.012, adv=3.628, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:11<00:38,  1.49it/s, loss=0.706, pair=0.012, adv=3.628, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  83%|▊| 276/333 [03:12<00:38,  1.49it/s, loss=0.798, pair=0.024, adv=3.945, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.798, pair=0.024, adv=3.945, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  83%|▊| 277/333 [03:12<00:39,  1.43it/s, loss=0.754, pair=0.027, adv=3.968, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:12<00:37,  1.47it/s, loss=0.754, pair=0.027, adv=3.968, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  83%|▊| 278/333 [03:13<00:37,  1.47it/s, loss=0.737, pair=0.014, adv=4.024, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:13<00:38,  1.41it/s, loss=0.737, pair=0.014, adv=4.024, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  84%|▊| 279/333 [03:14<00:38,  1.41it/s, loss=0.697, pair=0.016, adv=3.717, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:14<00:35,  1.50it/s, loss=0.697, pair=0.016, adv=3.717, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  84%|▊| 280/333 [03:14<00:35,  1.50it/s, loss=0.704, pair=0.006, adv=3.862, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:14<00:35,  1.45it/s, loss=0.704, pair=0.006, adv=3.862, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  84%|▊| 281/333 [03:15<00:35,  1.45it/s, loss=0.723, pair=0.001, adv=3.871, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.723, pair=0.001, adv=3.871, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  85%|▊| 282/333 [03:16<00:34,  1.49it/s, loss=0.748, pair=0.021, adv=3.815, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:16<00:36,  1.38it/s, loss=0.748, pair=0.021, adv=3.815, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  85%|▊| 283/333 [03:16<00:36,  1.38it/s, loss=0.700, pair=0.010, adv=3.890, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:16<00:33,  1.46it/s, loss=0.700, pair=0.010, adv=3.890, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  85%|▊| 284/333 [03:17<00:33,  1.46it/s, loss=0.739, pair=0.008, adv=3.658, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:17<00:34,  1.41it/s, loss=0.739, pair=0.008, adv=3.658, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  86%|▊| 285/333 [03:18<00:34,  1.41it/s, loss=0.706, pair=0.015, adv=3.696, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:18<00:31,  1.48it/s, loss=0.706, pair=0.015, adv=3.696, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  86%|▊| 286/333 [03:19<00:31,  1.48it/s, loss=0.729, pair=0.006, adv=3.992, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:19<00:33,  1.36it/s, loss=0.729, pair=0.006, adv=3.992, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  86%|▊| 287/333 [03:19<00:33,  1.36it/s, loss=0.713, pair=0.012, adv=3.640, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:19<00:30,  1.45it/s, loss=0.713, pair=0.012, adv=3.640, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  86%|▊| 288/333 [03:20<00:30,  1.45it/s, loss=0.790, pair=0.008, adv=3.718, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:20<00:30,  1.42it/s, loss=0.790, pair=0.008, adv=3.718, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  87%|▊| 289/333 [03:21<00:30,  1.42it/s, loss=0.742, pair=0.002, adv=3.772, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:21<00:29,  1.47it/s, loss=0.742, pair=0.002, adv=3.772, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  87%|▊| 290/333 [03:21<00:29,  1.47it/s, loss=0.703, pair=0.009, adv=3.682, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:21<00:29,  1.40it/s, loss=0.703, pair=0.009, adv=3.682, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  87%|▊| 291/333 [03:22<00:29,  1.40it/s, loss=0.708, pair=0.008, adv=3.558, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:22<00:27,  1.47it/s, loss=0.708, pair=0.008, adv=3.558, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  88%|▉| 292/333 [03:23<00:27,  1.47it/s, loss=0.723, pair=0.000, adv=3.747, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:23<00:28,  1.41it/s, loss=0.723, pair=0.000, adv=3.747, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  88%|▉| 293/333 [03:23<00:28,  1.41it/s, loss=0.731, pair=0.001, adv=3.933, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.731, pair=0.001, adv=3.933, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  88%|▉| 294/333 [03:24<00:26,  1.48it/s, loss=0.722, pair=0.002, adv=3.719, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:24<00:26,  1.43it/s, loss=0.722, pair=0.002, adv=3.719, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  89%|▉| 295/333 [03:25<00:26,  1.43it/s, loss=0.707, pair=0.003, adv=3.395, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:25<00:24,  1.48it/s, loss=0.707, pair=0.003, adv=3.395, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  89%|▉| 296/333 [03:26<00:24,  1.48it/s, loss=0.726, pair=0.002, adv=3.866, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:26<00:25,  1.42it/s, loss=0.726, pair=0.002, adv=3.866, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  89%|▉| 297/333 [03:26<00:25,  1.42it/s, loss=0.711, pair=0.025, adv=3.829, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:26<00:23,  1.52it/s, loss=0.711, pair=0.025, adv=3.829, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  89%|▉| 298/333 [03:27<00:23,  1.52it/s, loss=0.723, pair=0.004, adv=3.773, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:27<00:23,  1.42it/s, loss=0.723, pair=0.004, adv=3.773, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  90%|▉| 299/333 [03:28<00:23,  1.42it/s, loss=0.718, pair=0.008, adv=3.654, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:28<00:22,  1.48it/s, loss=0.718, pair=0.008, adv=3.654, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  90%|▉| 300/333 [03:28<00:22,  1.48it/s, loss=0.733, pair=0.006, adv=3.813, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:28<00:22,  1.43it/s, loss=0.733, pair=0.006, adv=3.813, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  90%|▉| 301/333 [03:29<00:22,  1.43it/s, loss=0.729, pair=0.013, adv=3.900, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:29<00:20,  1.51it/s, loss=0.729, pair=0.013, adv=3.900, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  91%|▉| 302/333 [03:30<00:20,  1.51it/s, loss=0.744, pair=0.005, adv=3.626, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:30<00:20,  1.44it/s, loss=0.744, pair=0.005, adv=3.626, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  91%|▉| 303/333 [03:30<00:20,  1.44it/s, loss=0.703, pair=0.007, adv=3.679, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.703, pair=0.007, adv=3.679, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  91%|▉| 304/333 [03:31<00:19,  1.51it/s, loss=0.758, pair=0.014, adv=3.853, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:31<00:19,  1.43it/s, loss=0.758, pair=0.014, adv=3.853, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  92%|▉| 305/333 [03:32<00:19,  1.43it/s, loss=0.737, pair=0.004, adv=3.460, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:32<00:18,  1.49it/s, loss=0.737, pair=0.004, adv=3.460, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  92%|▉| 306/333 [03:32<00:18,  1.49it/s, loss=0.737, pair=0.023, adv=3.460, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:32<00:18,  1.42it/s, loss=0.737, pair=0.023, adv=3.460, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  92%|▉| 307/333 [03:33<00:18,  1.42it/s, loss=0.708, pair=0.019, adv=3.582, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:33<00:16,  1.50it/s, loss=0.708, pair=0.019, adv=3.582, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  92%|▉| 308/333 [03:34<00:16,  1.50it/s, loss=0.718, pair=0.014, adv=3.768, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:34<00:16,  1.43it/s, loss=0.718, pair=0.014, adv=3.768, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  93%|▉| 309/333 [03:34<00:16,  1.43it/s, loss=0.733, pair=0.007, adv=3.499, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:34<00:15,  1.49it/s, loss=0.733, pair=0.007, adv=3.499, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  93%|▉| 310/333 [03:35<00:15,  1.49it/s, loss=0.719, pair=0.015, adv=3.978, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:35<00:15,  1.44it/s, loss=0.719, pair=0.015, adv=3.978, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  93%|▉| 311/333 [03:36<00:15,  1.44it/s, loss=0.735, pair=0.018, adv=3.651, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.735, pair=0.018, adv=3.651, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.725, pair=0.026, adv=3.827, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.725, pair=0.026, adv=3.827, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  94%|▉| 313/333 [03:37<00:14,  1.42it/s, loss=0.733, pair=0.008, adv=3.812, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:37<00:12,  1.47it/s, loss=0.733, pair=0.008, adv=3.812, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  94%|▉| 314/333 [03:38<00:12,  1.47it/s, loss=0.732, pair=0.011, adv=3.751, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.42it/s, loss=0.732, pair=0.011, adv=3.751, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  95%|▉| 315/333 [03:38<00:12,  1.42it/s, loss=0.708, pair=0.008, adv=3.672, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.708, pair=0.008, adv=3.672, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  95%|▉| 316/333 [03:39<00:11,  1.48it/s, loss=0.723, pair=0.007, adv=3.960, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.723, pair=0.007, adv=3.960, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  95%|▉| 317/333 [03:40<00:11,  1.40it/s, loss=0.723, pair=0.012, adv=3.672, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:40<00:10,  1.46it/s, loss=0.723, pair=0.012, adv=3.672, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  95%|▉| 318/333 [03:41<00:10,  1.46it/s, loss=0.712, pair=0.015, adv=3.787, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:41<00:09,  1.42it/s, loss=0.712, pair=0.015, adv=3.787, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  96%|▉| 319/333 [03:41<00:09,  1.42it/s, loss=0.714, pair=0.004, adv=3.738, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.714, pair=0.004, adv=3.738, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  96%|▉| 320/333 [03:42<00:08,  1.49it/s, loss=0.720, pair=0.003, adv=3.611, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.720, pair=0.003, adv=3.611, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  96%|▉| 321/333 [03:43<00:08,  1.42it/s, loss=0.737, pair=0.016, adv=3.567, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.737, pair=0.016, adv=3.567, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  97%|▉| 322/333 [03:43<00:07,  1.47it/s, loss=0.775, pair=0.009, adv=3.693, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:43<00:07,  1.42it/s, loss=0.775, pair=0.009, adv=3.693, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  97%|▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.744, pair=0.017, adv=3.889, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.744, pair=0.017, adv=3.889, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  97%|▉| 324/333 [03:45<00:06,  1.47it/s, loss=0.749, pair=0.031, adv=3.647, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.43it/s, loss=0.749, pair=0.031, adv=3.647, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  98%|▉| 325/333 [03:45<00:05,  1.43it/s, loss=0.733, pair=0.006, adv=3.630, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.733, pair=0.006, adv=3.630, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  98%|▉| 326/333 [03:46<00:04,  1.48it/s, loss=0.706, pair=0.003, adv=3.773, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:46<00:04,  1.43it/s, loss=0.706, pair=0.003, adv=3.773, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  98%|▉| 327/333 [03:47<00:04,  1.43it/s, loss=0.708, pair=0.005, adv=3.616, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.708, pair=0.005, adv=3.616, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  98%|▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.718, pair=0.004, adv=3.813, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:47<00:02,  1.46it/s, loss=0.718, pair=0.004, adv=3.813, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  99%|▉| 329/333 [03:48<00:02,  1.46it/s, loss=0.747, pair=0.021, adv=3.673, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.747, pair=0.021, adv=3.673, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  99%|▉| 330/333 [03:49<00:02,  1.49it/s, loss=0.732, pair=0.007, adv=3.757, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:49<00:01,  1.42it/s, loss=0.732, pair=0.007, adv=3.757, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  99%|▉| 331/333 [03:50<00:01,  1.42it/s, loss=0.734, pair=0.006, adv=3.420, sprd=0.025
Ep 040/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:50<00:00,  1.47it/s, loss=0.734, pair=0.006, adv=3.420, sprd=0.025
Ep 040/60 [S2→S3:ramp]: 100%|▉| 332/333 [03:50<00:00,  1.47it/s, loss=0.707, pair=0.032, adv=3.235, sprd=0.019
Ep 040/60 [S2→S3:ramp]: 100%|█| 333/333 [03:50<00:00,  1.42it/s, loss=0.707, pair=0.032, adv=3.235, sprd=0.019
                                                                                                              
Epoch 040/60 [S2→S3:ramp]  loss=0.7268  mat=0.2386  sens=1.0179  pair=0.0080  adv=3.8148(rand=3.37)  deg=0.0108  orth=0.0017  spread=0.0235  q_mean=49.6  q_std=14.8  α=0.26 β=0.34 γ=0.52 λ_grl=0.600  lr=3.09e-05  231s

Ep 041/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 041/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.717, pair=0.010, adv=3.746, sprd=0.018]
Ep 041/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:10,  1.12s/it, loss=0.717, pair=0.010, adv=3.746, sprd=0.018]
Ep 041/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:10,  1.12s/it, loss=0.740, pair=0.027, adv=3.873, sprd=0.025]
Ep 041/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:29,  1.23it/s, loss=0.740, pair=0.027, adv=3.873, sprd=0.025]
Ep 041/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:29,  1.23it/s, loss=0.721, pair=0.005, adv=3.866, sprd=0.021]
Ep 041/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:19,  1.27it/s, loss=0.721, pair=0.005, adv=3.866, sprd=0.021]
Ep 041/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:19,  1.27it/s, loss=0.726, pair=0.014, adv=3.786, sprd=0.023]
Ep 041/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:50,  1.43it/s, loss=0.726, pair=0.014, adv=3.786, sprd=0.023]
Ep 041/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:50,  1.43it/s, loss=0.751, pair=0.007, adv=3.728, sprd=0.027]
Ep 041/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.37it/s, loss=0.751, pair=0.007, adv=3.728, sprd=0.027]
Ep 041/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.37it/s, loss=0.741, pair=0.016, adv=3.677, sprd=0.024]
Ep 041/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:47,  1.44it/s, loss=0.741, pair=0.016, adv=3.677, sprd=0.024]
Ep 041/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:47,  1.44it/s, loss=0.746, pair=0.005, adv=3.666, sprd=0.027]
Ep 041/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:55,  1.38it/s, loss=0.746, pair=0.005, adv=3.666, sprd=0.027]
Ep 041/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:55,  1.38it/s, loss=0.709, pair=0.006, adv=3.682, sprd=0.021]
Ep 041/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:42,  1.46it/s, loss=0.709, pair=0.006, adv=3.682, sprd=0.021]
Ep 041/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.733, pair=0.001, adv=3.614, sprd=0.025]
Ep 041/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:52,  1.39it/s, loss=0.733, pair=0.001, adv=3.614, sprd=0.025]
Ep 041/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:52,  1.39it/s, loss=0.719, pair=0.006, adv=3.808, sprd=0.021]
Ep 041/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:39,  1.47it/s, loss=0.719, pair=0.006, adv=3.808, sprd=0.021]
Ep 041/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:39,  1.47it/s, loss=0.745, pair=0.004, adv=3.549, sprd=0.026]
Ep 041/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:53,  1.38it/s, loss=0.745, pair=0.004, adv=3.549, sprd=0.026]
Ep 041/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:53,  1.38it/s, loss=0.722, pair=0.001, adv=3.495, sprd=0.023]
Ep 041/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:39,  1.46it/s, loss=0.722, pair=0.001, adv=3.495, sprd=0.023]
Ep 041/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:39,  1.46it/s, loss=0.711, pair=0.008, adv=3.765, sprd=0.017]
Ep 041/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:45,  1.42it/s, loss=0.711, pair=0.008, adv=3.765, sprd=0.017]
Ep 041/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:45,  1.42it/s, loss=0.727, pair=0.000, adv=3.639, sprd=0.025]
Ep 041/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:33,  1.49it/s, loss=0.727, pair=0.000, adv=3.639, sprd=0.025]
Ep 041/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:33,  1.49it/s, loss=0.804, pair=0.003, adv=3.752, sprd=0.024]
Ep 041/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:43,  1.42it/s, loss=0.804, pair=0.003, adv=3.752, sprd=0.024]
Ep 041/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:43,  1.42it/s, loss=0.726, pair=0.008, adv=3.550, sprd=0.021]
Ep 041/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.50it/s, loss=0.726, pair=0.008, adv=3.550, sprd=0.021]
Ep 041/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:30,  1.50it/s, loss=0.714, pair=0.007, adv=3.407, sprd=0.019]
Ep 041/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.46it/s, loss=0.714, pair=0.007, adv=3.407, sprd=0.019]
Ep 041/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.46it/s, loss=0.730, pair=0.008, adv=3.675, sprd=0.025]
Ep 041/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:28,  1.51it/s, loss=0.730, pair=0.008, adv=3.675, sprd=0.025]
Ep 041/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:28,  1.51it/s, loss=0.746, pair=0.003, adv=3.582, sprd=0.025]
Ep 041/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:47,  1.38it/s, loss=0.746, pair=0.003, adv=3.582, sprd=0.025]
Ep 041/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:47,  1.38it/s, loss=0.713, pair=0.003, adv=3.668, sprd=0.020]
Ep 041/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:35,  1.45it/s, loss=0.713, pair=0.003, adv=3.668, sprd=0.020]
Ep 041/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:35,  1.45it/s, loss=0.734, pair=0.009, adv=3.786, sprd=0.024]
Ep 041/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:50,  1.36it/s, loss=0.734, pair=0.009, adv=3.786, sprd=0.024]
Ep 041/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:50,  1.36it/s, loss=0.762, pair=0.000, adv=3.760, sprd=0.032]
Ep 041/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:38,  1.42it/s, loss=0.762, pair=0.000, adv=3.760, sprd=0.032]
Ep 041/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:38,  1.42it/s, loss=0.729, pair=0.008, adv=3.809, sprd=0.023]
Ep 041/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:44,  1.38it/s, loss=0.729, pair=0.008, adv=3.809, sprd=0.023]
Ep 041/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:44,  1.38it/s, loss=0.712, pair=0.002, adv=3.481, sprd=0.020]
Ep 041/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.712, pair=0.002, adv=3.481, sprd=0.020]
Ep 041/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.746, pair=0.003, adv=3.706, sprd=0.030]
Ep 041/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:39,  1.40it/s, loss=0.746, pair=0.003, adv=3.706, sprd=0.030]
Ep 041/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:39,  1.40it/s, loss=0.744, pair=0.008, adv=3.866, sprd=0.028]
Ep 041/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:28,  1.47it/s, loss=0.744, pair=0.008, adv=3.866, sprd=0.028]
Ep 041/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:28,  1.47it/s, loss=0.733, pair=0.004, adv=3.806, sprd=0.024]
Ep 041/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:36,  1.41it/s, loss=0.733, pair=0.004, adv=3.806, sprd=0.024]
Ep 041/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:36,  1.41it/s, loss=0.728, pair=0.004, adv=4.002, sprd=0.025]
Ep 041/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:26,  1.48it/s, loss=0.728, pair=0.004, adv=4.002, sprd=0.025]
Ep 041/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:26,  1.48it/s, loss=0.705, pair=0.011, adv=3.517, sprd=0.019]
Ep 041/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:32,  1.43it/s, loss=0.705, pair=0.011, adv=3.517, sprd=0.019]
Ep 041/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:32,  1.43it/s, loss=0.740, pair=0.003, adv=3.431, sprd=0.026]
Ep 041/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:25,  1.48it/s, loss=0.740, pair=0.003, adv=3.431, sprd=0.026]
Ep 041/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:25,  1.48it/s, loss=0.715, pair=0.004, adv=3.778, sprd=0.021]
Ep 041/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:28,  1.45it/s, loss=0.715, pair=0.004, adv=3.778, sprd=0.021]
Ep 041/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:28,  1.45it/s, loss=0.706, pair=0.006, adv=3.503, sprd=0.015]
Ep 041/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:15,  1.54it/s, loss=0.706, pair=0.006, adv=3.503, sprd=0.015]
Ep 041/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:15,  1.54it/s, loss=0.737, pair=0.000, adv=3.931, sprd=0.023]
Ep 041/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:34,  1.40it/s, loss=0.737, pair=0.000, adv=3.931, sprd=0.023]
Ep 041/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:34,  1.40it/s, loss=0.713, pair=0.000, adv=3.451, sprd=0.022]
Ep 041/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:22,  1.48it/s, loss=0.713, pair=0.000, adv=3.451, sprd=0.022]
Ep 041/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:22,  1.48it/s, loss=0.738, pair=0.017, adv=3.453, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:30,  1.41it/s, loss=0.738, pair=0.017, adv=3.453, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:30,  1.41it/s, loss=0.726, pair=0.012, adv=3.843, sprd=0.022]
Ep 041/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.726, pair=0.012, adv=3.843, sprd=0.022]
Ep 041/60 [S3:+sens]:  11%|▎  | 36/333 [00:26<03:20,  1.48it/s, loss=0.737, pair=0.004, adv=3.611, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:29,  1.41it/s, loss=0.737, pair=0.004, adv=3.611, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:29,  1.41it/s, loss=0.746, pair=0.003, adv=3.640, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:20,  1.47it/s, loss=0.746, pair=0.003, adv=3.640, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:20,  1.47it/s, loss=0.724, pair=0.014, adv=3.652, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:33,  1.38it/s, loss=0.724, pair=0.014, adv=3.652, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 39/333 [00:28<03:33,  1.38it/s, loss=0.729, pair=0.016, adv=3.710, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:21,  1.45it/s, loss=0.729, pair=0.016, adv=3.710, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:21,  1.45it/s, loss=0.737, pair=0.007, adv=3.663, sprd=0.024]
Ep 041/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:28,  1.40it/s, loss=0.737, pair=0.007, adv=3.663, sprd=0.024]
Ep 041/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:28,  1.40it/s, loss=0.717, pair=0.005, adv=3.812, sprd=0.022]
Ep 041/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.717, pair=0.005, adv=3.812, sprd=0.022]
Ep 041/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:17,  1.47it/s, loss=0.727, pair=0.008, adv=3.464, sprd=0.022]
Ep 041/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:20,  1.45it/s, loss=0.727, pair=0.008, adv=3.464, sprd=0.022]
Ep 041/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:20,  1.45it/s, loss=0.757, pair=0.012, adv=3.731, sprd=0.031]
Ep 041/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:13,  1.49it/s, loss=0.757, pair=0.012, adv=3.731, sprd=0.031]
Ep 041/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:13,  1.49it/s, loss=0.741, pair=0.024, adv=3.406, sprd=0.025]
Ep 041/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.741, pair=0.024, adv=3.406, sprd=0.025]
Ep 041/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:22,  1.42it/s, loss=0.745, pair=0.025, adv=3.917, sprd=0.025]
Ep 041/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:15,  1.47it/s, loss=0.745, pair=0.025, adv=3.917, sprd=0.025]
Ep 041/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:15,  1.47it/s, loss=0.720, pair=0.073, adv=3.772, sprd=0.016]
Ep 041/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:23,  1.40it/s, loss=0.720, pair=0.073, adv=3.772, sprd=0.016]
Ep 041/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:23,  1.40it/s, loss=0.748, pair=0.013, adv=3.683, sprd=0.027]
Ep 041/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:13,  1.47it/s, loss=0.748, pair=0.013, adv=3.683, sprd=0.027]
Ep 041/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:13,  1.47it/s, loss=0.801, pair=0.006, adv=3.728, sprd=0.025]
Ep 041/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.801, pair=0.006, adv=3.728, sprd=0.025]
Ep 041/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.734, pair=0.003, adv=4.019, sprd=0.023]
Ep 041/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:10,  1.49it/s, loss=0.734, pair=0.003, adv=4.019, sprd=0.023]
Ep 041/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:10,  1.49it/s, loss=0.751, pair=0.007, adv=3.647, sprd=0.028]
Ep 041/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:19,  1.41it/s, loss=0.751, pair=0.007, adv=3.647, sprd=0.028]
Ep 041/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:19,  1.41it/s, loss=0.717, pair=0.029, adv=3.921, sprd=0.021]
Ep 041/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:05,  1.52it/s, loss=0.717, pair=0.029, adv=3.921, sprd=0.021]
Ep 041/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:05,  1.52it/s, loss=0.746, pair=0.002, adv=3.435, sprd=0.027]
Ep 041/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:18,  1.41it/s, loss=0.746, pair=0.002, adv=3.435, sprd=0.027]
Ep 041/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:18,  1.41it/s, loss=0.740, pair=0.021, adv=3.583, sprd=0.025]
Ep 041/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.50it/s, loss=0.740, pair=0.021, adv=3.583, sprd=0.025]
Ep 041/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:05,  1.50it/s, loss=0.722, pair=0.008, adv=3.454, sprd=0.022]
Ep 041/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.722, pair=0.008, adv=3.454, sprd=0.022]
Ep 041/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:11,  1.45it/s, loss=0.731, pair=0.001, adv=3.913, sprd=0.027]
Ep 041/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.731, pair=0.001, adv=3.913, sprd=0.027]
Ep 041/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.745, pair=0.111, adv=3.360, sprd=0.017]
Ep 041/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:06,  1.48it/s, loss=0.745, pair=0.111, adv=3.360, sprd=0.017]
Ep 041/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:06,  1.48it/s, loss=0.725, pair=0.013, adv=3.525, sprd=0.021]
Ep 041/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:01,  1.52it/s, loss=0.725, pair=0.013, adv=3.525, sprd=0.021]
Ep 041/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:01,  1.52it/s, loss=0.753, pair=0.001, adv=3.853, sprd=0.029]
Ep 041/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:15,  1.40it/s, loss=0.753, pair=0.001, adv=3.853, sprd=0.029]
Ep 041/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:15,  1.40it/s, loss=0.731, pair=0.018, adv=3.724, sprd=0.022]
Ep 041/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:04,  1.48it/s, loss=0.731, pair=0.018, adv=3.724, sprd=0.022]
Ep 041/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:04,  1.48it/s, loss=0.736, pair=0.014, adv=3.462, sprd=0.025]
Ep 041/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:15,  1.39it/s, loss=0.736, pair=0.014, adv=3.462, sprd=0.025]
Ep 041/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:15,  1.39it/s, loss=0.719, pair=0.000, adv=4.334, sprd=0.021]
Ep 041/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.719, pair=0.000, adv=4.334, sprd=0.021]
Ep 041/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.707, pair=0.005, adv=3.508, sprd=0.021]
Ep 041/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:11,  1.41it/s, loss=0.707, pair=0.005, adv=3.508, sprd=0.021]
Ep 041/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:11,  1.41it/s, loss=0.728, pair=0.010, adv=3.543, sprd=0.024]
Ep 041/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:00,  1.49it/s, loss=0.728, pair=0.010, adv=3.543, sprd=0.024]
Ep 041/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:00,  1.49it/s, loss=0.718, pair=0.003, adv=3.514, sprd=0.018]
Ep 041/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.42it/s, loss=0.718, pair=0.003, adv=3.514, sprd=0.018]
Ep 041/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.42it/s, loss=0.731, pair=0.006, adv=3.935, sprd=0.024]
Ep 041/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:01,  1.47it/s, loss=0.731, pair=0.006, adv=3.935, sprd=0.024]
Ep 041/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:01,  1.47it/s, loss=0.800, pair=0.005, adv=3.633, sprd=0.025]
Ep 041/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:07,  1.42it/s, loss=0.800, pair=0.005, adv=3.633, sprd=0.025]
Ep 041/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:07,  1.42it/s, loss=0.732, pair=0.006, adv=3.592, sprd=0.026]
Ep 041/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.48it/s, loss=0.732, pair=0.006, adv=3.592, sprd=0.026]
Ep 041/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<02:58,  1.48it/s, loss=0.743, pair=0.003, adv=3.731, sprd=0.026]
Ep 041/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:07,  1.40it/s, loss=0.743, pair=0.003, adv=3.731, sprd=0.026]
Ep 041/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:07,  1.40it/s, loss=0.717, pair=0.007, adv=3.361, sprd=0.018]
Ep 041/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.717, pair=0.007, adv=3.361, sprd=0.018]
Ep 041/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.732, pair=0.000, adv=3.800, sprd=0.024]
Ep 041/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:05,  1.41it/s, loss=0.732, pair=0.000, adv=3.800, sprd=0.024]
Ep 041/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:05,  1.41it/s, loss=0.743, pair=0.006, adv=3.750, sprd=0.026]
Ep 041/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.743, pair=0.006, adv=3.750, sprd=0.026]
Ep 041/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.731, pair=0.011, adv=3.703, sprd=0.021]
Ep 041/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.731, pair=0.011, adv=3.703, sprd=0.021]
Ep 041/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:00,  1.44it/s, loss=0.720, pair=0.001, adv=3.393, sprd=0.023]
Ep 041/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:50,  1.52it/s, loss=0.720, pair=0.001, adv=3.393, sprd=0.023]
Ep 041/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:50,  1.52it/s, loss=0.746, pair=0.001, adv=3.860, sprd=0.029]
Ep 041/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.746, pair=0.001, adv=3.860, sprd=0.029]
Ep 041/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.724, pair=0.003, adv=3.780, sprd=0.024]
Ep 041/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:50,  1.51it/s, loss=0.724, pair=0.003, adv=3.780, sprd=0.024]
Ep 041/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:50,  1.51it/s, loss=0.715, pair=0.011, adv=3.893, sprd=0.019]
Ep 041/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:58,  1.44it/s, loss=0.715, pair=0.011, adv=3.893, sprd=0.019]
Ep 041/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:58,  1.44it/s, loss=0.718, pair=0.003, adv=3.673, sprd=0.021]
Ep 041/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.51it/s, loss=0.718, pair=0.003, adv=3.673, sprd=0.021]
Ep 041/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.51it/s, loss=0.705, pair=0.026, adv=3.221, sprd=0.020]
Ep 041/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:54,  1.46it/s, loss=0.705, pair=0.026, adv=3.221, sprd=0.020]
Ep 041/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:54,  1.46it/s, loss=0.723, pair=0.002, adv=3.779, sprd=0.020]
Ep 041/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.723, pair=0.002, adv=3.779, sprd=0.020]
Ep 041/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:47,  1.51it/s, loss=0.719, pair=0.003, adv=3.699, sprd=0.021]
Ep 041/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.719, pair=0.003, adv=3.699, sprd=0.021]
Ep 041/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.713, pair=0.024, adv=3.450, sprd=0.018]
Ep 041/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:43,  1.54it/s, loss=0.713, pair=0.024, adv=3.450, sprd=0.018]
Ep 041/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:43,  1.54it/s, loss=0.709, pair=0.007, adv=3.573, sprd=0.020]
Ep 041/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:48,  1.49it/s, loss=0.709, pair=0.007, adv=3.573, sprd=0.020]
Ep 041/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:48,  1.49it/s, loss=0.744, pair=0.023, adv=3.681, sprd=0.026]
Ep 041/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:43,  1.52it/s, loss=0.744, pair=0.023, adv=3.681, sprd=0.026]
Ep 041/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:43,  1.52it/s, loss=0.720, pair=0.012, adv=3.927, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:50,  1.45it/s, loss=0.720, pair=0.012, adv=3.927, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:50,  1.45it/s, loss=0.708, pair=0.000, adv=3.938, sprd=0.019]
Ep 041/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:40,  1.54it/s, loss=0.708, pair=0.000, adv=3.938, sprd=0.019]
Ep 041/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:40,  1.54it/s, loss=0.714, pair=0.008, adv=3.519, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:50,  1.45it/s, loss=0.714, pair=0.008, adv=3.519, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:50,  1.45it/s, loss=0.771, pair=0.005, adv=3.673, sprd=0.035]
Ep 041/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:45,  1.48it/s, loss=0.771, pair=0.005, adv=3.673, sprd=0.035]
Ep 041/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:45,  1.48it/s, loss=0.743, pair=0.016, adv=3.505, sprd=0.024]
Ep 041/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.44it/s, loss=0.743, pair=0.016, adv=3.505, sprd=0.024]
Ep 041/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:50,  1.44it/s, loss=0.731, pair=0.017, adv=3.526, sprd=0.023]
Ep 041/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.731, pair=0.017, adv=3.526, sprd=0.023]
Ep 041/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:42,  1.49it/s, loss=0.757, pair=0.000, adv=3.571, sprd=0.030]
Ep 041/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.42it/s, loss=0.757, pair=0.000, adv=3.571, sprd=0.030]
Ep 041/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.42it/s, loss=0.719, pair=0.001, adv=3.577, sprd=0.022]
Ep 041/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.719, pair=0.001, adv=3.577, sprd=0.022]
Ep 041/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.48it/s, loss=0.703, pair=0.003, adv=3.693, sprd=0.018]
Ep 041/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.703, pair=0.003, adv=3.693, sprd=0.018]
Ep 041/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.722, pair=0.001, adv=3.593, sprd=0.022]
Ep 041/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:39,  1.50it/s, loss=0.722, pair=0.001, adv=3.593, sprd=0.022]
Ep 041/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.721, pair=0.006, adv=3.520, sprd=0.022]
Ep 041/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.721, pair=0.006, adv=3.520, sprd=0.022]
Ep 041/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.727, pair=0.003, adv=3.800, sprd=0.025]
Ep 041/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.47it/s, loss=0.727, pair=0.003, adv=3.800, sprd=0.025]
Ep 041/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:41,  1.47it/s, loss=0.763, pair=0.011, adv=3.616, sprd=0.028]
Ep 041/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:51,  1.38it/s, loss=0.763, pair=0.011, adv=3.616, sprd=0.028]
Ep 041/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:51,  1.38it/s, loss=0.719, pair=0.006, adv=3.591, sprd=0.021]
Ep 041/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:41,  1.46it/s, loss=0.719, pair=0.006, adv=3.591, sprd=0.021]
Ep 041/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:41,  1.46it/s, loss=0.720, pair=0.003, adv=3.677, sprd=0.019]
Ep 041/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.42it/s, loss=0.720, pair=0.003, adv=3.677, sprd=0.019]
Ep 041/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:45,  1.42it/s, loss=0.729, pair=0.001, adv=3.858, sprd=0.025]
Ep 041/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:37,  1.48it/s, loss=0.729, pair=0.001, adv=3.858, sprd=0.025]
Ep 041/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:37,  1.48it/s, loss=0.796, pair=0.013, adv=3.759, sprd=0.025]
Ep 041/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:41,  1.44it/s, loss=0.796, pair=0.013, adv=3.759, sprd=0.025]
Ep 041/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:41,  1.44it/s, loss=0.719, pair=0.016, adv=3.393, sprd=0.019]
Ep 041/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.50it/s, loss=0.719, pair=0.016, adv=3.393, sprd=0.019]
Ep 041/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:34,  1.50it/s, loss=0.739, pair=0.017, adv=3.701, sprd=0.024]
Ep 041/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.44it/s, loss=0.739, pair=0.017, adv=3.701, sprd=0.024]
Ep 041/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.44it/s, loss=0.721, pair=0.009, adv=3.851, sprd=0.023]
Ep 041/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.49it/s, loss=0.721, pair=0.009, adv=3.851, sprd=0.023]
Ep 041/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.725, pair=0.004, adv=3.304, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.725, pair=0.004, adv=3.304, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:38,  1.44it/s, loss=0.723, pair=0.007, adv=3.677, sprd=0.021]
Ep 041/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:29,  1.51it/s, loss=0.723, pair=0.007, adv=3.677, sprd=0.021]
Ep 041/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:29,  1.51it/s, loss=0.749, pair=0.008, adv=3.842, sprd=0.028]
Ep 041/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:41,  1.40it/s, loss=0.749, pair=0.008, adv=3.842, sprd=0.028]
Ep 041/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:41,  1.40it/s, loss=0.726, pair=0.002, adv=3.614, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:32,  1.47it/s, loss=0.726, pair=0.002, adv=3.614, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:32,  1.47it/s, loss=0.727, pair=0.001, adv=3.700, sprd=0.021]
Ep 041/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:37,  1.42it/s, loss=0.727, pair=0.001, adv=3.700, sprd=0.021]
Ep 041/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:37,  1.42it/s, loss=0.729, pair=0.000, adv=3.602, sprd=0.026]
Ep 041/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.49it/s, loss=0.729, pair=0.000, adv=3.602, sprd=0.026]
Ep 041/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.49it/s, loss=0.796, pair=0.003, adv=3.680, sprd=0.023]
Ep 041/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.43it/s, loss=0.796, pair=0.003, adv=3.680, sprd=0.023]
Ep 041/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.730, pair=0.010, adv=3.985, sprd=0.025]
Ep 041/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.730, pair=0.010, adv=3.985, sprd=0.025]
Ep 041/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:26,  1.51it/s, loss=0.714, pair=0.000, adv=3.613, sprd=0.021]
Ep 041/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:30,  1.46it/s, loss=0.714, pair=0.000, adv=3.613, sprd=0.021]
Ep 041/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:30,  1.46it/s, loss=0.716, pair=0.000, adv=3.995, sprd=0.023]
Ep 041/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.52it/s, loss=0.716, pair=0.000, adv=3.995, sprd=0.023]
Ep 041/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.52it/s, loss=0.743, pair=0.008, adv=3.704, sprd=0.027]
Ep 041/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.743, pair=0.008, adv=3.704, sprd=0.027]
Ep 041/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:33,  1.42it/s, loss=0.730, pair=0.010, adv=3.624, sprd=0.024]
Ep 041/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.50it/s, loss=0.730, pair=0.010, adv=3.624, sprd=0.024]
Ep 041/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.50it/s, loss=0.738, pair=0.003, adv=3.788, sprd=0.024]
Ep 041/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:28,  1.45it/s, loss=0.738, pair=0.003, adv=3.788, sprd=0.024]
Ep 041/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:28,  1.45it/s, loss=0.741, pair=0.008, adv=3.992, sprd=0.026]
Ep 041/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.741, pair=0.008, adv=3.992, sprd=0.026]
Ep 041/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.49it/s, loss=0.731, pair=0.000, adv=3.783, sprd=0.023]
Ep 041/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:37,  1.36it/s, loss=0.731, pair=0.000, adv=3.783, sprd=0.023]
Ep 041/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:37,  1.36it/s, loss=0.716, pair=0.003, adv=3.697, sprd=0.023]
Ep 041/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:25,  1.46it/s, loss=0.716, pair=0.003, adv=3.697, sprd=0.023]
Ep 041/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:25,  1.46it/s, loss=0.735, pair=0.003, adv=3.592, sprd=0.025]
Ep 041/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:34,  1.37it/s, loss=0.735, pair=0.003, adv=3.592, sprd=0.025]
Ep 041/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:34,  1.37it/s, loss=0.749, pair=0.002, adv=3.597, sprd=0.029]
Ep 041/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:26,  1.44it/s, loss=0.749, pair=0.002, adv=3.597, sprd=0.029]
Ep 041/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:26,  1.44it/s, loss=0.725, pair=0.002, adv=3.631, sprd=0.022]
Ep 041/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:28,  1.41it/s, loss=0.725, pair=0.002, adv=3.631, sprd=0.022]
Ep 041/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:28,  1.41it/s, loss=0.738, pair=0.003, adv=3.538, sprd=0.027]
Ep 041/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.49it/s, loss=0.738, pair=0.003, adv=3.538, sprd=0.027]
Ep 041/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:20,  1.49it/s, loss=0.743, pair=0.010, adv=3.536, sprd=0.024]
Ep 041/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.743, pair=0.010, adv=3.536, sprd=0.024]
Ep 041/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:27,  1.41it/s, loss=0.740, pair=0.005, adv=3.603, sprd=0.028]
Ep 041/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:21,  1.46it/s, loss=0.740, pair=0.005, adv=3.603, sprd=0.028]
Ep 041/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:21,  1.46it/s, loss=0.795, pair=0.008, adv=3.756, sprd=0.024]
Ep 041/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.41it/s, loss=0.795, pair=0.008, adv=3.756, sprd=0.024]
Ep 041/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:25,  1.41it/s, loss=0.732, pair=0.008, adv=3.710, sprd=0.025]
Ep 041/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.48it/s, loss=0.732, pair=0.008, adv=3.710, sprd=0.025]
Ep 041/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:18,  1.48it/s, loss=0.739, pair=0.000, adv=3.523, sprd=0.026]
Ep 041/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.739, pair=0.000, adv=3.523, sprd=0.026]
Ep 041/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.705, pair=0.004, adv=3.389, sprd=0.016]
Ep 041/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:14,  1.51it/s, loss=0.705, pair=0.004, adv=3.389, sprd=0.016]
Ep 041/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:14,  1.51it/s, loss=0.733, pair=0.010, adv=3.649, sprd=0.023]
Ep 041/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.41it/s, loss=0.733, pair=0.010, adv=3.649, sprd=0.023]
Ep 041/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:23,  1.41it/s, loss=0.717, pair=0.002, adv=3.866, sprd=0.023]
Ep 041/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.717, pair=0.002, adv=3.866, sprd=0.023]
Ep 041/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.722, pair=0.001, adv=3.590, sprd=0.022]
Ep 041/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.722, pair=0.001, adv=3.590, sprd=0.022]
Ep 041/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:19,  1.43it/s, loss=0.722, pair=0.000, adv=3.524, sprd=0.025]
Ep 041/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.722, pair=0.000, adv=3.524, sprd=0.025]
Ep 041/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:13,  1.49it/s, loss=0.711, pair=0.014, adv=3.615, sprd=0.017]
Ep 041/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.711, pair=0.014, adv=3.615, sprd=0.017]
Ep 041/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.721, pair=0.013, adv=3.788, sprd=0.022]
Ep 041/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.50it/s, loss=0.721, pair=0.013, adv=3.788, sprd=0.022]
Ep 041/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.725, pair=0.008, adv=3.940, sprd=0.022]
Ep 041/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.725, pair=0.008, adv=3.940, sprd=0.022]
Ep 041/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.44it/s, loss=0.723, pair=0.003, adv=3.934, sprd=0.023]
Ep 041/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.50it/s, loss=0.723, pair=0.003, adv=3.934, sprd=0.023]
Ep 041/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:09,  1.50it/s, loss=0.717, pair=0.002, adv=3.804, sprd=0.021]
Ep 041/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.717, pair=0.002, adv=3.804, sprd=0.021]
Ep 041/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.716, pair=0.005, adv=3.434, sprd=0.022]
Ep 041/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.51it/s, loss=0.716, pair=0.005, adv=3.434, sprd=0.022]
Ep 041/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:08,  1.51it/s, loss=0.732, pair=0.001, adv=3.568, sprd=0.024]
Ep 041/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.43it/s, loss=0.732, pair=0.001, adv=3.568, sprd=0.024]
Ep 041/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:13,  1.43it/s, loss=0.743, pair=0.006, adv=3.853, sprd=0.029]
Ep 041/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.743, pair=0.006, adv=3.853, sprd=0.029]
Ep 041/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.730, pair=0.002, adv=3.927, sprd=0.026]
Ep 041/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.43it/s, loss=0.730, pair=0.002, adv=3.927, sprd=0.026]
Ep 041/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.43it/s, loss=0.727, pair=0.001, adv=3.641, sprd=0.023]
Ep 041/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.49it/s, loss=0.727, pair=0.001, adv=3.641, sprd=0.023]
Ep 041/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:07,  1.49it/s, loss=0.724, pair=0.000, adv=3.367, sprd=0.022]
Ep 041/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.40it/s, loss=0.724, pair=0.000, adv=3.367, sprd=0.022]
Ep 041/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.40it/s, loss=0.733, pair=0.012, adv=3.519, sprd=0.023]
Ep 041/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=0.733, pair=0.012, adv=3.519, sprd=0.023]
Ep 041/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.713, pair=0.011, adv=3.540, sprd=0.019]
Ep 041/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.43it/s, loss=0.713, pair=0.011, adv=3.540, sprd=0.019]
Ep 041/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:10,  1.43it/s, loss=0.722, pair=0.003, adv=3.759, sprd=0.023]
Ep 041/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.49it/s, loss=0.722, pair=0.003, adv=3.759, sprd=0.023]
Ep 041/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.49it/s, loss=0.700, pair=0.000, adv=3.339, sprd=0.018]
Ep 041/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.44it/s, loss=0.700, pair=0.000, adv=3.339, sprd=0.018]
Ep 041/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.44it/s, loss=0.706, pair=0.011, adv=3.919, sprd=0.018]
Ep 041/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.706, pair=0.011, adv=3.919, sprd=0.018]
Ep 041/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:01,  1.51it/s, loss=0.719, pair=0.006, adv=3.941, sprd=0.020]
Ep 041/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.719, pair=0.006, adv=3.941, sprd=0.020]
Ep 041/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.713, pair=0.001, adv=3.721, sprd=0.023]
Ep 041/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.713, pair=0.001, adv=3.721, sprd=0.023]
Ep 041/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.796, pair=0.001, adv=3.612, sprd=0.025]
Ep 041/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.44it/s, loss=0.796, pair=0.001, adv=3.612, sprd=0.025]
Ep 041/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:04,  1.44it/s, loss=0.777, pair=0.006, adv=3.550, sprd=0.034]
Ep 041/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.48it/s, loss=0.777, pair=0.006, adv=3.550, sprd=0.034]
Ep 041/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:01,  1.48it/s, loss=0.725, pair=0.015, adv=3.927, sprd=0.019]
Ep 041/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:09,  1.38it/s, loss=0.725, pair=0.015, adv=3.927, sprd=0.019]
Ep 041/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:09,  1.38it/s, loss=0.715, pair=0.007, adv=3.629, sprd=0.020]
Ep 041/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:00,  1.47it/s, loss=0.715, pair=0.007, adv=3.629, sprd=0.020]
Ep 041/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:00,  1.47it/s, loss=0.722, pair=0.000, adv=4.058, sprd=0.022]
Ep 041/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:08,  1.37it/s, loss=0.722, pair=0.000, adv=4.058, sprd=0.022]
Ep 041/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:08,  1.37it/s, loss=0.732, pair=0.003, adv=3.547, sprd=0.025]
Ep 041/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<02:00,  1.45it/s, loss=0.732, pair=0.003, adv=3.547, sprd=0.025]
Ep 041/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<02:00,  1.45it/s, loss=0.729, pair=0.001, adv=3.706, sprd=0.025]
Ep 041/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:04,  1.40it/s, loss=0.729, pair=0.001, adv=3.706, sprd=0.025]
Ep 041/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:04,  1.40it/s, loss=0.719, pair=0.004, adv=3.959, sprd=0.022]
Ep 041/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.719, pair=0.004, adv=3.959, sprd=0.022]
Ep 041/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:57,  1.47it/s, loss=0.745, pair=0.002, adv=3.931, sprd=0.026]
Ep 041/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:03,  1.40it/s, loss=0.745, pair=0.002, adv=3.931, sprd=0.026]
Ep 041/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:03,  1.40it/s, loss=0.741, pair=0.000, adv=3.946, sprd=0.028]
Ep 041/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:56,  1.46it/s, loss=0.741, pair=0.000, adv=3.946, sprd=0.028]
Ep 041/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:56,  1.46it/s, loss=0.714, pair=0.009, adv=4.095, sprd=0.018]
Ep 041/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.714, pair=0.009, adv=4.095, sprd=0.018]
Ep 041/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:00,  1.41it/s, loss=0.715, pair=0.000, adv=3.829, sprd=0.021]
Ep 041/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.715, pair=0.000, adv=3.829, sprd=0.021]
Ep 041/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:54,  1.48it/s, loss=0.741, pair=0.001, adv=3.710, sprd=0.025]
Ep 041/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:58,  1.41it/s, loss=0.741, pair=0.001, adv=3.710, sprd=0.025]
Ep 041/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:58,  1.41it/s, loss=0.716, pair=0.005, adv=3.418, sprd=0.019]
Ep 041/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.716, pair=0.005, adv=3.418, sprd=0.019]
Ep 041/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:52,  1.48it/s, loss=0.739, pair=0.005, adv=4.148, sprd=0.027]
Ep 041/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.739, pair=0.005, adv=4.148, sprd=0.027]
Ep 041/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.732, pair=0.011, adv=3.904, sprd=0.024]
Ep 041/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.48it/s, loss=0.732, pair=0.011, adv=3.904, sprd=0.024]
Ep 041/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.48it/s, loss=0.704, pair=0.006, adv=4.088, sprd=0.019]
Ep 041/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.704, pair=0.006, adv=4.088, sprd=0.019]
Ep 041/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:55,  1.42it/s, loss=0.728, pair=0.004, adv=4.044, sprd=0.024]
Ep 041/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:50,  1.47it/s, loss=0.728, pair=0.004, adv=4.044, sprd=0.024]
Ep 041/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:50,  1.47it/s, loss=0.725, pair=0.010, adv=3.493, sprd=0.021]
Ep 041/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.725, pair=0.010, adv=3.493, sprd=0.021]
Ep 041/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.743, pair=0.008, adv=3.823, sprd=0.028]
Ep 041/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:50,  1.46it/s, loss=0.743, pair=0.008, adv=3.823, sprd=0.028]
Ep 041/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:50,  1.46it/s, loss=0.736, pair=0.034, adv=3.792, sprd=0.023]
Ep 041/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.736, pair=0.034, adv=3.792, sprd=0.023]
Ep 041/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:52,  1.42it/s, loss=0.730, pair=0.018, adv=3.825, sprd=0.022]
Ep 041/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.730, pair=0.018, adv=3.825, sprd=0.022]
Ep 041/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.734, pair=0.038, adv=3.700, sprd=0.022]
Ep 041/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:47,  1.47it/s, loss=0.734, pair=0.038, adv=3.700, sprd=0.022]
Ep 041/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:47,  1.47it/s, loss=0.727, pair=0.022, adv=3.856, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:40,  1.56it/s, loss=0.727, pair=0.022, adv=3.856, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:40,  1.56it/s, loss=0.742, pair=0.008, adv=3.746, sprd=0.025]
Ep 041/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:44,  1.50it/s, loss=0.742, pair=0.008, adv=3.746, sprd=0.025]
Ep 041/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:44,  1.50it/s, loss=0.735, pair=0.016, adv=3.672, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:40,  1.54it/s, loss=0.735, pair=0.016, adv=3.672, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:40,  1.54it/s, loss=0.717, pair=0.035, adv=3.771, sprd=0.019]
Ep 041/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.45it/s, loss=0.717, pair=0.035, adv=3.771, sprd=0.019]
Ep 041/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:46,  1.45it/s, loss=0.752, pair=0.016, adv=3.793, sprd=0.030]
Ep 041/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.752, pair=0.016, adv=3.793, sprd=0.030]
Ep 041/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.763, pair=0.009, adv=3.853, sprd=0.032]
Ep 041/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:50,  1.37it/s, loss=0.763, pair=0.009, adv=3.853, sprd=0.032]
Ep 041/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:50,  1.37it/s, loss=0.737, pair=0.016, adv=3.878, sprd=0.025]
Ep 041/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.737, pair=0.016, adv=3.878, sprd=0.025]
Ep 041/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:43,  1.46it/s, loss=0.717, pair=0.003, adv=3.960, sprd=0.021]
Ep 041/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.717, pair=0.003, adv=3.960, sprd=0.021]
Ep 041/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.743, pair=0.003, adv=4.152, sprd=0.029]
Ep 041/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.47it/s, loss=0.743, pair=0.003, adv=4.152, sprd=0.029]
Ep 041/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.47it/s, loss=0.732, pair=0.024, adv=3.658, sprd=0.021]
Ep 041/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.43it/s, loss=0.732, pair=0.024, adv=3.658, sprd=0.021]
Ep 041/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.43it/s, loss=0.729, pair=0.006, adv=3.584, sprd=0.021]
Ep 041/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.48it/s, loss=0.729, pair=0.006, adv=3.584, sprd=0.021]
Ep 041/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:39,  1.48it/s, loss=0.712, pair=0.007, adv=3.611, sprd=0.020]
Ep 041/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:39,  1.47it/s, loss=0.712, pair=0.007, adv=3.611, sprd=0.020]
Ep 041/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:39,  1.47it/s, loss=0.717, pair=0.007, adv=3.475, sprd=0.019]
Ep 041/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:33,  1.54it/s, loss=0.717, pair=0.007, adv=3.475, sprd=0.019]
Ep 041/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:33,  1.54it/s, loss=0.733, pair=0.010, adv=3.821, sprd=0.023]
Ep 041/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.47it/s, loss=0.733, pair=0.010, adv=3.821, sprd=0.023]
Ep 041/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.47it/s, loss=0.734, pair=0.032, adv=3.840, sprd=0.023]
Ep 041/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:32,  1.55it/s, loss=0.734, pair=0.032, adv=3.840, sprd=0.023]
Ep 041/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:32,  1.55it/s, loss=0.722, pair=0.003, adv=3.891, sprd=0.022]
Ep 041/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:37,  1.45it/s, loss=0.722, pair=0.003, adv=3.891, sprd=0.022]
Ep 041/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:37,  1.45it/s, loss=0.728, pair=0.015, adv=3.757, sprd=0.023]
Ep 041/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.728, pair=0.015, adv=3.757, sprd=0.023]
Ep 041/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.50it/s, loss=0.739, pair=0.009, adv=4.015, sprd=0.027]
Ep 041/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.46it/s, loss=0.739, pair=0.009, adv=4.015, sprd=0.027]
Ep 041/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.46it/s, loss=0.717, pair=0.009, adv=3.853, sprd=0.021]
Ep 041/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.717, pair=0.009, adv=3.853, sprd=0.021]
Ep 041/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.790, pair=0.015, adv=3.782, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.790, pair=0.015, adv=3.782, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.743, pair=0.004, adv=4.032, sprd=0.027]
Ep 041/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:30,  1.51it/s, loss=0.743, pair=0.004, adv=4.032, sprd=0.027]
Ep 041/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:30,  1.51it/s, loss=0.746, pair=0.055, adv=3.788, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:37,  1.40it/s, loss=0.746, pair=0.055, adv=3.788, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:37,  1.40it/s, loss=0.753, pair=0.015, adv=3.516, sprd=0.028]
Ep 041/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.47it/s, loss=0.753, pair=0.015, adv=3.516, sprd=0.028]
Ep 041/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:31,  1.47it/s, loss=0.746, pair=0.044, adv=3.735, sprd=0.025]
Ep 041/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.42it/s, loss=0.746, pair=0.044, adv=3.735, sprd=0.025]
Ep 041/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.42it/s, loss=0.719, pair=0.020, adv=3.787, sprd=0.020]
Ep 041/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.719, pair=0.020, adv=3.787, sprd=0.020]
Ep 041/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.723, pair=0.012, adv=4.099, sprd=0.022]
Ep 041/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.723, pair=0.012, adv=4.099, sprd=0.022]
Ep 041/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:32,  1.43it/s, loss=0.734, pair=0.001, adv=3.826, sprd=0.026]
Ep 041/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.47it/s, loss=0.734, pair=0.001, adv=3.826, sprd=0.026]
Ep 041/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.47it/s, loss=0.737, pair=0.039, adv=3.905, sprd=0.024]
Ep 041/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.44it/s, loss=0.737, pair=0.039, adv=3.905, sprd=0.024]
Ep 041/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.728, pair=0.065, adv=3.650, sprd=0.019]
Ep 041/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.51it/s, loss=0.728, pair=0.065, adv=3.650, sprd=0.019]
Ep 041/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:25,  1.51it/s, loss=0.741, pair=0.021, adv=3.996, sprd=0.025]
Ep 041/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.741, pair=0.021, adv=3.996, sprd=0.025]
Ep 041/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.744, pair=0.013, adv=3.921, sprd=0.028]
Ep 041/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:25,  1.49it/s, loss=0.744, pair=0.013, adv=3.921, sprd=0.028]
Ep 041/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.49it/s, loss=0.785, pair=0.012, adv=3.724, sprd=0.021]
Ep 041/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.785, pair=0.012, adv=3.724, sprd=0.021]
Ep 041/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.42it/s, loss=0.737, pair=0.006, adv=3.856, sprd=0.025]
Ep 041/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.47it/s, loss=0.737, pair=0.006, adv=3.856, sprd=0.025]
Ep 041/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:24,  1.47it/s, loss=0.700, pair=0.008, adv=3.626, sprd=0.017]
Ep 041/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.700, pair=0.008, adv=3.626, sprd=0.017]
Ep 041/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.760, pair=0.035, adv=3.770, sprd=0.028]
Ep 041/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.48it/s, loss=0.760, pair=0.035, adv=3.770, sprd=0.028]
Ep 041/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.48it/s, loss=0.717, pair=0.004, adv=3.785, sprd=0.020]
Ep 041/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.717, pair=0.004, adv=3.785, sprd=0.020]
Ep 041/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:25,  1.43it/s, loss=0.722, pair=0.013, adv=3.787, sprd=0.023]
Ep 041/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.48it/s, loss=0.722, pair=0.013, adv=3.787, sprd=0.023]
Ep 041/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.48it/s, loss=0.710, pair=0.047, adv=3.945, sprd=0.016]
Ep 041/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:21,  1.47it/s, loss=0.710, pair=0.047, adv=3.945, sprd=0.016]
Ep 041/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:21,  1.47it/s, loss=0.737, pair=0.003, adv=3.769, sprd=0.028]
Ep 041/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.51it/s, loss=0.737, pair=0.003, adv=3.769, sprd=0.028]
Ep 041/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.51it/s, loss=0.744, pair=0.035, adv=3.821, sprd=0.023]
Ep 041/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.744, pair=0.035, adv=3.821, sprd=0.023]
Ep 041/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.740, pair=0.040, adv=3.781, sprd=0.025]
Ep 041/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.51it/s, loss=0.740, pair=0.040, adv=3.781, sprd=0.025]
Ep 041/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.51it/s, loss=0.743, pair=0.010, adv=3.890, sprd=0.025]
Ep 041/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.42it/s, loss=0.743, pair=0.010, adv=3.890, sprd=0.025]
Ep 041/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:21,  1.42it/s, loss=0.735, pair=0.019, adv=3.527, sprd=0.022]
Ep 041/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.735, pair=0.019, adv=3.527, sprd=0.022]
Ep 041/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.712, pair=0.006, adv=3.613, sprd=0.021]
Ep 041/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.44it/s, loss=0.712, pair=0.006, adv=3.613, sprd=0.021]
Ep 041/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.44it/s, loss=0.710, pair=0.008, adv=3.841, sprd=0.018]
Ep 041/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.53it/s, loss=0.710, pair=0.008, adv=3.841, sprd=0.018]
Ep 041/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:14,  1.53it/s, loss=0.721, pair=0.013, adv=3.586, sprd=0.024]
Ep 041/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.721, pair=0.013, adv=3.586, sprd=0.024]
Ep 041/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.720, pair=0.009, adv=3.905, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.50it/s, loss=0.720, pair=0.009, adv=3.905, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.50it/s, loss=0.720, pair=0.004, adv=3.714, sprd=0.022]
Ep 041/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.720, pair=0.004, adv=3.714, sprd=0.022]
Ep 041/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.42it/s, loss=0.714, pair=0.002, adv=3.634, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.49it/s, loss=0.714, pair=0.002, adv=3.634, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.49it/s, loss=0.721, pair=0.003, adv=3.597, sprd=0.023]
Ep 041/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:14,  1.45it/s, loss=0.721, pair=0.003, adv=3.597, sprd=0.023]
Ep 041/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.727, pair=0.020, adv=3.966, sprd=0.023]
Ep 041/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.50it/s, loss=0.727, pair=0.020, adv=3.966, sprd=0.023]
Ep 041/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:11,  1.50it/s, loss=0.723, pair=0.004, adv=3.465, sprd=0.021]
Ep 041/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:12,  1.46it/s, loss=0.723, pair=0.004, adv=3.465, sprd=0.021]
Ep 041/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:12,  1.46it/s, loss=0.703, pair=0.016, adv=3.876, sprd=0.017]
Ep 041/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:08,  1.54it/s, loss=0.703, pair=0.016, adv=3.876, sprd=0.017]
Ep 041/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:08,  1.54it/s, loss=0.735, pair=0.011, adv=4.043, sprd=0.025]
Ep 041/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:10,  1.47it/s, loss=0.735, pair=0.011, adv=4.043, sprd=0.025]
Ep 041/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:10,  1.47it/s, loss=0.715, pair=0.013, adv=3.643, sprd=0.020]
Ep 041/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:06,  1.54it/s, loss=0.715, pair=0.013, adv=3.643, sprd=0.020]
Ep 041/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:06,  1.54it/s, loss=0.802, pair=0.021, adv=3.733, sprd=0.023]
Ep 041/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:09,  1.46it/s, loss=0.802, pair=0.021, adv=3.733, sprd=0.023]
Ep 041/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:09,  1.46it/s, loss=0.748, pair=0.012, adv=3.605, sprd=0.030]
Ep 041/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.50it/s, loss=0.748, pair=0.012, adv=3.605, sprd=0.030]
Ep 041/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.50it/s, loss=0.735, pair=0.005, adv=3.817, sprd=0.022]
Ep 041/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.39it/s, loss=0.735, pair=0.005, adv=3.817, sprd=0.022]
Ep 041/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.39it/s, loss=0.712, pair=0.037, adv=3.757, sprd=0.017]
Ep 041/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:06,  1.49it/s, loss=0.712, pair=0.037, adv=3.757, sprd=0.017]
Ep 041/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.49it/s, loss=0.732, pair=0.032, adv=3.900, sprd=0.023]
Ep 041/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.46it/s, loss=0.732, pair=0.032, adv=3.900, sprd=0.023]
Ep 041/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.46it/s, loss=0.737, pair=0.010, adv=3.978, sprd=0.027]
Ep 041/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.737, pair=0.010, adv=3.978, sprd=0.027]
Ep 041/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.51it/s, loss=0.714, pair=0.005, adv=3.622, sprd=0.019]
Ep 041/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.43it/s, loss=0.714, pair=0.005, adv=3.622, sprd=0.019]
Ep 041/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.43it/s, loss=0.732, pair=0.006, adv=3.679, sprd=0.023]
Ep 041/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:04,  1.48it/s, loss=0.732, pair=0.006, adv=3.679, sprd=0.023]
Ep 041/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:04,  1.48it/s, loss=0.726, pair=0.013, adv=3.792, sprd=0.022]
Ep 041/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.44it/s, loss=0.726, pair=0.013, adv=3.792, sprd=0.022]
Ep 041/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.44it/s, loss=0.738, pair=0.034, adv=3.992, sprd=0.023]
Ep 041/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:01,  1.51it/s, loss=0.738, pair=0.034, adv=3.992, sprd=0.023]
Ep 041/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.51it/s, loss=0.711, pair=0.005, adv=3.580, sprd=0.020]
Ep 041/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:03,  1.46it/s, loss=0.711, pair=0.005, adv=3.580, sprd=0.020]
Ep 041/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:03,  1.46it/s, loss=0.721, pair=0.008, adv=3.481, sprd=0.023]
Ep 041/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.51it/s, loss=0.721, pair=0.008, adv=3.481, sprd=0.023]
Ep 041/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.51it/s, loss=0.746, pair=0.007, adv=3.783, sprd=0.028]
Ep 041/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.746, pair=0.007, adv=3.783, sprd=0.028]
Ep 041/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.719, pair=0.009, adv=3.804, sprd=0.019]
Ep 041/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.719, pair=0.009, adv=3.804, sprd=0.019]
Ep 041/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.738, pair=0.015, adv=3.521, sprd=0.026]
Ep 041/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.42it/s, loss=0.738, pair=0.015, adv=3.521, sprd=0.026]
Ep 041/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.42it/s, loss=0.715, pair=0.015, adv=3.755, sprd=0.018]
Ep 041/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.51it/s, loss=0.715, pair=0.015, adv=3.755, sprd=0.018]
Ep 041/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.51it/s, loss=0.748, pair=0.018, adv=3.929, sprd=0.020]
Ep 041/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<01:02,  1.38it/s, loss=0.748, pair=0.018, adv=3.929, sprd=0.020]
Ep 041/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.38it/s, loss=0.719, pair=0.010, adv=3.665, sprd=0.023]
Ep 041/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.47it/s, loss=0.719, pair=0.010, adv=3.665, sprd=0.023]
Ep 041/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.747, pair=0.005, adv=3.680, sprd=0.028]
Ep 041/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.40it/s, loss=0.747, pair=0.005, adv=3.680, sprd=0.028]
Ep 041/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.40it/s, loss=0.740, pair=0.009, adv=3.951, sprd=0.028]
Ep 041/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:56,  1.47it/s, loss=0.740, pair=0.009, adv=3.951, sprd=0.028]
Ep 041/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.47it/s, loss=0.756, pair=0.024, adv=3.781, sprd=0.030]
Ep 041/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.42it/s, loss=0.756, pair=0.024, adv=3.781, sprd=0.030]
Ep 041/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.42it/s, loss=0.739, pair=0.036, adv=3.941, sprd=0.023]
Ep 041/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.48it/s, loss=0.739, pair=0.036, adv=3.941, sprd=0.023]
Ep 041/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.48it/s, loss=0.752, pair=0.050, adv=3.489, sprd=0.022]
Ep 041/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.752, pair=0.050, adv=3.489, sprd=0.022]
Ep 041/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.730, pair=0.024, adv=3.845, sprd=0.022]
Ep 041/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.49it/s, loss=0.730, pair=0.024, adv=3.845, sprd=0.022]
Ep 041/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.49it/s, loss=0.727, pair=0.006, adv=3.881, sprd=0.021]
Ep 041/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.727, pair=0.006, adv=3.881, sprd=0.021]
Ep 041/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.751, pair=0.000, adv=3.515, sprd=0.029]
Ep 041/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.48it/s, loss=0.751, pair=0.000, adv=3.515, sprd=0.029]
Ep 041/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.48it/s, loss=0.748, pair=0.019, adv=3.899, sprd=0.028]
Ep 041/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.45it/s, loss=0.748, pair=0.019, adv=3.899, sprd=0.028]
Ep 041/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.45it/s, loss=0.712, pair=0.011, adv=3.332, sprd=0.020]
Ep 041/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:48,  1.53it/s, loss=0.712, pair=0.011, adv=3.332, sprd=0.020]
Ep 041/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:48,  1.53it/s, loss=0.731, pair=0.041, adv=3.499, sprd=0.019]
Ep 041/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:50,  1.46it/s, loss=0.731, pair=0.041, adv=3.499, sprd=0.019]
Ep 041/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:50,  1.46it/s, loss=0.747, pair=0.058, adv=3.792, sprd=0.024]
Ep 041/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:47,  1.52it/s, loss=0.747, pair=0.058, adv=3.792, sprd=0.024]
Ep 041/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:47,  1.52it/s, loss=0.717, pair=0.005, adv=3.660, sprd=0.021]
Ep 041/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.46it/s, loss=0.717, pair=0.005, adv=3.660, sprd=0.021]
Ep 041/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:49,  1.46it/s, loss=0.737, pair=0.018, adv=3.523, sprd=0.024]
Ep 041/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.737, pair=0.018, adv=3.523, sprd=0.024]
Ep 041/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.737, pair=0.028, adv=3.920, sprd=0.020]
Ep 041/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.40it/s, loss=0.737, pair=0.028, adv=3.920, sprd=0.020]
Ep 041/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.40it/s, loss=0.718, pair=0.013, adv=3.830, sprd=0.022]
Ep 041/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.48it/s, loss=0.718, pair=0.013, adv=3.830, sprd=0.022]
Ep 041/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.48it/s, loss=0.728, pair=0.043, adv=3.621, sprd=0.020]
Ep 041/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:46,  1.46it/s, loss=0.728, pair=0.043, adv=3.621, sprd=0.020]
Ep 041/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:46,  1.46it/s, loss=0.714, pair=0.009, adv=3.519, sprd=0.019]
Ep 041/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:43,  1.54it/s, loss=0.714, pair=0.009, adv=3.519, sprd=0.019]
Ep 041/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:43,  1.54it/s, loss=0.720, pair=0.007, adv=3.880, sprd=0.019]
Ep 041/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:44,  1.49it/s, loss=0.720, pair=0.007, adv=3.880, sprd=0.019]
Ep 041/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:44,  1.49it/s, loss=0.723, pair=0.011, adv=3.922, sprd=0.022]
Ep 041/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:41,  1.55it/s, loss=0.723, pair=0.011, adv=3.922, sprd=0.022]
Ep 041/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:41,  1.55it/s, loss=0.738, pair=0.026, adv=3.789, sprd=0.024]
Ep 041/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:43,  1.48it/s, loss=0.738, pair=0.026, adv=3.789, sprd=0.024]
Ep 041/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:43,  1.48it/s, loss=0.718, pair=0.041, adv=3.969, sprd=0.021]
Ep 041/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:40,  1.54it/s, loss=0.718, pair=0.041, adv=3.969, sprd=0.021]
Ep 041/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:40,  1.54it/s, loss=0.727, pair=0.012, adv=3.908, sprd=0.020]
Ep 041/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.41it/s, loss=0.727, pair=0.012, adv=3.908, sprd=0.020]
Ep 041/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.41it/s, loss=0.721, pair=0.015, adv=3.563, sprd=0.020]
Ep 041/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.49it/s, loss=0.721, pair=0.015, adv=3.563, sprd=0.020]
Ep 041/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.49it/s, loss=0.745, pair=0.003, adv=3.749, sprd=0.027]
Ep 041/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.745, pair=0.003, adv=3.749, sprd=0.027]
Ep 041/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.724, pair=0.009, adv=4.020, sprd=0.022]
Ep 041/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:40,  1.47it/s, loss=0.724, pair=0.009, adv=4.020, sprd=0.022]
Ep 041/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.47it/s, loss=0.769, pair=0.019, adv=3.984, sprd=0.028]
Ep 041/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:42,  1.36it/s, loss=0.769, pair=0.019, adv=3.984, sprd=0.028]
Ep 041/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:42,  1.36it/s, loss=0.740, pair=0.023, adv=3.781, sprd=0.024]
Ep 041/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:39,  1.44it/s, loss=0.740, pair=0.023, adv=3.781, sprd=0.024]
Ep 041/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:39,  1.44it/s, loss=0.747, pair=0.013, adv=4.036, sprd=0.028]
Ep 041/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:40,  1.40it/s, loss=0.747, pair=0.013, adv=4.036, sprd=0.028]
Ep 041/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:40,  1.40it/s, loss=0.741, pair=0.016, adv=4.027, sprd=0.026]
Ep 041/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.741, pair=0.016, adv=4.027, sprd=0.026]
Ep 041/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.716, pair=0.004, adv=3.873, sprd=0.022]
Ep 041/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:38,  1.40it/s, loss=0.716, pair=0.004, adv=3.873, sprd=0.022]
Ep 041/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:38,  1.40it/s, loss=0.725, pair=0.006, adv=3.744, sprd=0.020]
Ep 041/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.49it/s, loss=0.725, pair=0.006, adv=3.744, sprd=0.020]
Ep 041/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.49it/s, loss=0.730, pair=0.015, adv=3.885, sprd=0.021]
Ep 041/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.39it/s, loss=0.730, pair=0.015, adv=3.885, sprd=0.021]
Ep 041/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.39it/s, loss=0.761, pair=0.023, adv=3.807, sprd=0.030]
Ep 041/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.46it/s, loss=0.761, pair=0.023, adv=3.807, sprd=0.030]
Ep 041/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.46it/s, loss=0.727, pair=0.023, adv=4.153, sprd=0.022]
Ep 041/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.42it/s, loss=0.727, pair=0.023, adv=4.153, sprd=0.022]
Ep 041/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.42it/s, loss=0.745, pair=0.049, adv=3.712, sprd=0.025]
Ep 041/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.47it/s, loss=0.745, pair=0.049, adv=3.712, sprd=0.025]
Ep 041/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.47it/s, loss=0.756, pair=0.063, adv=3.648, sprd=0.023]
Ep 041/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.43it/s, loss=0.756, pair=0.063, adv=3.648, sprd=0.023]
Ep 041/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.710, pair=0.013, adv=3.558, sprd=0.020]
Ep 041/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.50it/s, loss=0.710, pair=0.013, adv=3.558, sprd=0.020]
Ep 041/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.50it/s, loss=0.711, pair=0.001, adv=3.949, sprd=0.020]
Ep 041/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.711, pair=0.001, adv=3.949, sprd=0.020]
Ep 041/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.749, pair=0.004, adv=3.695, sprd=0.028]
Ep 041/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.51it/s, loss=0.749, pair=0.004, adv=3.695, sprd=0.028]
Ep 041/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.741, pair=0.001, adv=3.984, sprd=0.028]
Ep 041/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.46it/s, loss=0.741, pair=0.001, adv=3.984, sprd=0.028]
Ep 041/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.46it/s, loss=0.744, pair=0.049, adv=3.844, sprd=0.025]
Ep 041/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.52it/s, loss=0.744, pair=0.049, adv=3.844, sprd=0.025]
Ep 041/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.52it/s, loss=0.739, pair=0.044, adv=3.548, sprd=0.023]
Ep 041/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.44it/s, loss=0.739, pair=0.044, adv=3.548, sprd=0.023]
Ep 041/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.44it/s, loss=0.750, pair=0.018, adv=3.770, sprd=0.028]
Ep 041/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.49it/s, loss=0.750, pair=0.018, adv=3.770, sprd=0.028]
Ep 041/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.49it/s, loss=0.730, pair=0.015, adv=4.121, sprd=0.024]
Ep 041/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.730, pair=0.015, adv=4.121, sprd=0.024]
Ep 041/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.729, pair=0.039, adv=3.584, sprd=0.020]
Ep 041/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.52it/s, loss=0.729, pair=0.039, adv=3.584, sprd=0.020]
Ep 041/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.52it/s, loss=0.748, pair=0.001, adv=4.110, sprd=0.029]
Ep 041/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.45it/s, loss=0.748, pair=0.001, adv=4.110, sprd=0.029]
Ep 041/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.45it/s, loss=0.712, pair=0.007, adv=3.882, sprd=0.022]
Ep 041/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.52it/s, loss=0.712, pair=0.007, adv=3.882, sprd=0.022]
Ep 041/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.52it/s, loss=0.738, pair=0.016, adv=3.770, sprd=0.025]
Ep 041/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.738, pair=0.016, adv=3.770, sprd=0.025]
Ep 041/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.740, pair=0.024, adv=3.992, sprd=0.026]
Ep 041/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.50it/s, loss=0.740, pair=0.024, adv=3.992, sprd=0.026]
Ep 041/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.50it/s, loss=0.728, pair=0.003, adv=3.499, sprd=0.022]
Ep 041/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.728, pair=0.003, adv=3.499, sprd=0.022]
Ep 041/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=0.728, pair=0.008, adv=3.586, sprd=0.023]
Ep 041/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.49it/s, loss=0.728, pair=0.008, adv=3.586, sprd=0.023]
Ep 041/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.49it/s, loss=0.740, pair=0.003, adv=3.672, sprd=0.026]
Ep 041/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.43it/s, loss=0.740, pair=0.003, adv=3.672, sprd=0.026]
Ep 041/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.43it/s, loss=0.731, pair=0.007, adv=3.967, sprd=0.026]
Ep 041/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.48it/s, loss=0.731, pair=0.007, adv=3.967, sprd=0.026]
Ep 041/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.48it/s, loss=0.732, pair=0.014, adv=3.687, sprd=0.019]
Ep 041/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.39it/s, loss=0.732, pair=0.014, adv=3.687, sprd=0.019]
Ep 041/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.39it/s, loss=0.722, pair=0.002, adv=3.733, sprd=0.024]
Ep 041/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.47it/s, loss=0.722, pair=0.002, adv=3.733, sprd=0.024]
Ep 041/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.47it/s, loss=0.737, pair=0.008, adv=3.900, sprd=0.026]
Ep 041/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.42it/s, loss=0.737, pair=0.008, adv=3.900, sprd=0.026]
Ep 041/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.42it/s, loss=0.708, pair=0.007, adv=3.501, sprd=0.018]
Ep 041/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.50it/s, loss=0.708, pair=0.007, adv=3.501, sprd=0.018]
Ep 041/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.50it/s, loss=0.723, pair=0.005, adv=3.991, sprd=0.022]
Ep 041/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.43it/s, loss=0.723, pair=0.005, adv=3.991, sprd=0.022]
Ep 041/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.750, pair=0.010, adv=3.863, sprd=0.029]
Ep 041/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.750, pair=0.010, adv=3.863, sprd=0.029]
Ep 041/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.748, pair=0.010, adv=3.945, sprd=0.026]
Ep 041/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.41it/s, loss=0.748, pair=0.010, adv=3.945, sprd=0.026]
Ep 041/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.41it/s, loss=0.730, pair=0.017, adv=3.783, sprd=0.023]
Ep 041/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.730, pair=0.017, adv=3.783, sprd=0.023]
Ep 041/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.718, pair=0.008, adv=3.795, sprd=0.020]
Ep 041/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.42it/s, loss=0.718, pair=0.008, adv=3.795, sprd=0.020]
Ep 041/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.42it/s, loss=0.729, pair=0.005, adv=3.777, sprd=0.025]
Ep 041/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.729, pair=0.005, adv=3.777, sprd=0.025]
Ep 041/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.747, pair=0.000, adv=3.779, sprd=0.026]
Ep 041/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.36it/s, loss=0.747, pair=0.000, adv=3.779, sprd=0.026]
Ep 041/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.36it/s, loss=0.743, pair=0.011, adv=3.907, sprd=0.027]
Ep 041/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:13,  1.43it/s, loss=0.743, pair=0.011, adv=3.907, sprd=0.027]
Ep 041/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:13,  1.43it/s, loss=0.727, pair=0.022, adv=3.574, sprd=0.020]
Ep 041/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:13,  1.35it/s, loss=0.727, pair=0.022, adv=3.574, sprd=0.020]
Ep 041/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:13,  1.35it/s, loss=0.743, pair=0.033, adv=4.153, sprd=0.026]
Ep 041/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.43it/s, loss=0.743, pair=0.033, adv=4.153, sprd=0.026]
Ep 041/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.43it/s, loss=0.737, pair=0.006, adv=3.613, sprd=0.025]
Ep 041/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.737, pair=0.006, adv=3.613, sprd=0.025]
Ep 041/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.726, pair=0.007, adv=3.926, sprd=0.021]
Ep 041/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.46it/s, loss=0.726, pair=0.007, adv=3.926, sprd=0.021]
Ep 041/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.46it/s, loss=0.724, pair=0.002, adv=3.627, sprd=0.023]
Ep 041/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.724, pair=0.002, adv=3.627, sprd=0.023]
Ep 041/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.41it/s, loss=0.731, pair=0.004, adv=3.960, sprd=0.026]
Ep 041/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.47it/s, loss=0.731, pair=0.004, adv=3.960, sprd=0.026]
Ep 041/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.47it/s, loss=0.719, pair=0.011, adv=3.789, sprd=0.023]
Ep 041/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.719, pair=0.011, adv=3.789, sprd=0.023]
Ep 041/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.705, pair=0.023, adv=3.719, sprd=0.017]
Ep 041/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.52it/s, loss=0.705, pair=0.023, adv=3.719, sprd=0.017]
Ep 041/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.52it/s, loss=0.734, pair=0.000, adv=3.737, sprd=0.025]
Ep 041/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.44it/s, loss=0.734, pair=0.000, adv=3.737, sprd=0.025]
Ep 041/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.44it/s, loss=0.734, pair=0.001, adv=3.514, sprd=0.025]
Ep 041/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.734, pair=0.001, adv=3.514, sprd=0.025]
Ep 041/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.723, pair=0.003, adv=3.746, sprd=0.019]
Ep 041/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.37it/s, loss=0.723, pair=0.003, adv=3.746, sprd=0.019]
Ep 041/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.37it/s, loss=0.738, pair=0.001, adv=3.747, sprd=0.026]
Ep 041/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.44it/s, loss=0.738, pair=0.001, adv=3.747, sprd=0.026]
Ep 041/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.44it/s, loss=0.710, pair=0.000, adv=3.791, sprd=0.021]
Ep 041/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.41it/s, loss=0.710, pair=0.000, adv=3.791, sprd=0.021]
Ep 041/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.735, pair=0.001, adv=3.639, sprd=0.024]
Ep 041/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.47it/s, loss=0.735, pair=0.001, adv=3.639, sprd=0.024]
Ep 041/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.47it/s, loss=0.754, pair=0.006, adv=4.178, sprd=0.029]
Ep 041/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.43it/s, loss=0.754, pair=0.006, adv=4.178, sprd=0.029]
Ep 041/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.43it/s, loss=0.733, pair=0.002, adv=3.943, sprd=0.026]
Ep 041/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.48it/s, loss=0.733, pair=0.002, adv=3.943, sprd=0.026]
Ep 041/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.703, pair=0.001, adv=3.579, sprd=0.020]
Ep 041/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.703, pair=0.001, adv=3.579, sprd=0.020]
Ep 041/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.727, pair=0.000, adv=3.760, sprd=0.024]
Ep 041/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.727, pair=0.000, adv=3.760, sprd=0.024]
Ep 041/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.732, pair=0.008, adv=3.749, sprd=0.022]
Ep 041/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.39it/s, loss=0.732, pair=0.008, adv=3.749, sprd=0.022]
                                                                                                              
Epoch 041/60 [S3:+sens]  loss=0.7320  mat=0.2351  sens=1.0214  pair=0.0114  adv=3.7367(rand=3.37)  deg=0.0078  orth=0.0013  spread=0.0232  q_mean=49.3  q_std=15.0  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.88e-05  229s

Ep 042/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 042/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.725, pair=0.006, adv=3.937, sprd=0.020]
Ep 042/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:08,  1.11s/it, loss=0.725, pair=0.006, adv=3.937, sprd=0.020]
Ep 042/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:08,  1.11s/it, loss=0.721, pair=0.005, adv=3.678, sprd=0.022]
Ep 042/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:22,  1.26it/s, loss=0.721, pair=0.005, adv=3.678, sprd=0.022]
Ep 042/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:22,  1.26it/s, loss=0.718, pair=0.009, adv=3.460, sprd=0.021]
Ep 042/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:18,  1.27it/s, loss=0.718, pair=0.009, adv=3.460, sprd=0.021]
Ep 042/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:18,  1.27it/s, loss=0.727, pair=0.009, adv=3.901, sprd=0.024]
Ep 042/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.727, pair=0.009, adv=3.901, sprd=0.024]
Ep 042/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.763, pair=0.002, adv=3.783, sprd=0.030]
Ep 042/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:56,  1.39it/s, loss=0.763, pair=0.002, adv=3.783, sprd=0.030]
Ep 042/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:56,  1.39it/s, loss=0.709, pair=0.003, adv=3.705, sprd=0.019]
Ep 042/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:36,  1.51it/s, loss=0.709, pair=0.003, adv=3.705, sprd=0.019]
Ep 042/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:36,  1.51it/s, loss=0.758, pair=0.010, adv=3.931, sprd=0.027]
Ep 042/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:58,  1.37it/s, loss=0.758, pair=0.010, adv=3.931, sprd=0.027]
Ep 042/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:58,  1.37it/s, loss=0.750, pair=0.007, adv=3.514, sprd=0.028]
Ep 042/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:45,  1.44it/s, loss=0.750, pair=0.007, adv=3.514, sprd=0.028]
Ep 042/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:45,  1.44it/s, loss=0.723, pair=0.000, adv=3.858, sprd=0.019]
Ep 042/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.723, pair=0.000, adv=3.858, sprd=0.019]
Ep 042/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.732, pair=0.001, adv=3.427, sprd=0.026]
Ep 042/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.49it/s, loss=0.732, pair=0.001, adv=3.427, sprd=0.026]
Ep 042/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.49it/s, loss=0.718, pair=0.006, adv=3.863, sprd=0.022]
Ep 042/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:39,  1.47it/s, loss=0.718, pair=0.006, adv=3.863, sprd=0.022]
Ep 042/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:39,  1.47it/s, loss=0.737, pair=0.005, adv=4.035, sprd=0.026]
Ep 042/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:28,  1.54it/s, loss=0.737, pair=0.005, adv=4.035, sprd=0.026]
Ep 042/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:28,  1.54it/s, loss=0.718, pair=0.004, adv=3.520, sprd=0.021]
Ep 042/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:39,  1.46it/s, loss=0.718, pair=0.004, adv=3.520, sprd=0.021]
Ep 042/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:39,  1.46it/s, loss=0.714, pair=0.004, adv=3.783, sprd=0.019]
Ep 042/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:30,  1.52it/s, loss=0.714, pair=0.004, adv=3.783, sprd=0.019]
Ep 042/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:30,  1.52it/s, loss=0.715, pair=0.006, adv=3.429, sprd=0.019]
Ep 042/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:35,  1.47it/s, loss=0.715, pair=0.006, adv=3.429, sprd=0.019]
Ep 042/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:35,  1.47it/s, loss=0.714, pair=0.012, adv=3.582, sprd=0.021]
Ep 042/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:26,  1.54it/s, loss=0.714, pair=0.012, adv=3.582, sprd=0.021]
Ep 042/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:26,  1.54it/s, loss=0.746, pair=0.021, adv=3.901, sprd=0.027]
Ep 042/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:34,  1.47it/s, loss=0.746, pair=0.021, adv=3.901, sprd=0.027]
Ep 042/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:34,  1.47it/s, loss=0.743, pair=0.005, adv=3.520, sprd=0.026]
Ep 042/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:26,  1.53it/s, loss=0.743, pair=0.005, adv=3.520, sprd=0.026]
Ep 042/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:26,  1.53it/s, loss=0.730, pair=0.006, adv=3.915, sprd=0.025]
Ep 042/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.730, pair=0.006, adv=3.915, sprd=0.025]
Ep 042/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.716, pair=0.007, adv=3.658, sprd=0.021]
Ep 042/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:31,  1.48it/s, loss=0.716, pair=0.007, adv=3.658, sprd=0.021]
Ep 042/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.731, pair=0.004, adv=3.657, sprd=0.026]
Ep 042/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:39,  1.42it/s, loss=0.731, pair=0.004, adv=3.657, sprd=0.026]
Ep 042/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.734, pair=0.007, adv=3.861, sprd=0.025]
Ep 042/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.48it/s, loss=0.734, pair=0.007, adv=3.861, sprd=0.025]
Ep 042/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.48it/s, loss=0.787, pair=0.007, adv=3.951, sprd=0.021]
Ep 042/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.787, pair=0.007, adv=3.951, sprd=0.021]
Ep 042/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.722, pair=0.005, adv=3.651, sprd=0.022]
Ep 042/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.722, pair=0.005, adv=3.651, sprd=0.022]
Ep 042/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.740, pair=0.005, adv=3.719, sprd=0.026]
Ep 042/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:37,  1.42it/s, loss=0.740, pair=0.005, adv=3.719, sprd=0.026]
Ep 042/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:37,  1.42it/s, loss=0.728, pair=0.001, adv=3.672, sprd=0.023]
Ep 042/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:27,  1.48it/s, loss=0.728, pair=0.001, adv=3.672, sprd=0.023]
Ep 042/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:27,  1.48it/s, loss=0.718, pair=0.006, adv=3.370, sprd=0.020]
Ep 042/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:40,  1.39it/s, loss=0.718, pair=0.006, adv=3.370, sprd=0.020]
Ep 042/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:40,  1.39it/s, loss=0.704, pair=0.011, adv=3.684, sprd=0.018]
Ep 042/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:26,  1.48it/s, loss=0.704, pair=0.011, adv=3.684, sprd=0.018]
Ep 042/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:26,  1.48it/s, loss=0.709, pair=0.011, adv=3.795, sprd=0.018]
Ep 042/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:31,  1.44it/s, loss=0.709, pair=0.011, adv=3.795, sprd=0.018]
Ep 042/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:31,  1.44it/s, loss=0.757, pair=0.026, adv=3.426, sprd=0.029]
Ep 042/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:22,  1.49it/s, loss=0.757, pair=0.026, adv=3.426, sprd=0.029]
Ep 042/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.49it/s, loss=0.741, pair=0.021, adv=3.570, sprd=0.025]
Ep 042/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:33,  1.42it/s, loss=0.741, pair=0.021, adv=3.570, sprd=0.025]
Ep 042/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:33,  1.42it/s, loss=0.721, pair=0.008, adv=3.497, sprd=0.022]
Ep 042/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.721, pair=0.008, adv=3.497, sprd=0.022]
Ep 042/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:23,  1.48it/s, loss=0.740, pair=0.016, adv=3.813, sprd=0.024]
Ep 042/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:43,  1.34it/s, loss=0.740, pair=0.016, adv=3.813, sprd=0.024]
Ep 042/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:43,  1.34it/s, loss=0.719, pair=0.007, adv=3.593, sprd=0.021]
Ep 042/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:26,  1.45it/s, loss=0.719, pair=0.007, adv=3.593, sprd=0.021]
Ep 042/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:26,  1.45it/s, loss=0.740, pair=0.004, adv=3.644, sprd=0.026]
Ep 042/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:33,  1.40it/s, loss=0.740, pair=0.004, adv=3.644, sprd=0.026]
Ep 042/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:33,  1.40it/s, loss=0.719, pair=0.004, adv=4.050, sprd=0.024]
Ep 042/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:21,  1.47it/s, loss=0.719, pair=0.004, adv=4.050, sprd=0.024]
Ep 042/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:21,  1.47it/s, loss=0.726, pair=0.010, adv=3.959, sprd=0.020]
Ep 042/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.42it/s, loss=0.726, pair=0.010, adv=3.959, sprd=0.020]
Ep 042/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.42it/s, loss=0.716, pair=0.012, adv=3.611, sprd=0.020]
Ep 042/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:14,  1.52it/s, loss=0.716, pair=0.012, adv=3.611, sprd=0.020]
Ep 042/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:14,  1.52it/s, loss=0.737, pair=0.015, adv=3.498, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:22,  1.45it/s, loss=0.737, pair=0.015, adv=3.498, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:22,  1.45it/s, loss=0.736, pair=0.006, adv=3.929, sprd=0.022]
Ep 042/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.736, pair=0.006, adv=3.929, sprd=0.022]
Ep 042/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.735, pair=0.008, adv=3.794, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:22,  1.44it/s, loss=0.735, pair=0.008, adv=3.794, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:22,  1.44it/s, loss=0.737, pair=0.014, adv=3.343, sprd=0.024]
Ep 042/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.737, pair=0.014, adv=3.343, sprd=0.024]
Ep 042/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.742, pair=0.020, adv=3.447, sprd=0.025]
Ep 042/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:20,  1.45it/s, loss=0.742, pair=0.020, adv=3.447, sprd=0.025]
Ep 042/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:20,  1.45it/s, loss=0.731, pair=0.020, adv=3.450, sprd=0.023]
Ep 042/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:11,  1.51it/s, loss=0.731, pair=0.020, adv=3.450, sprd=0.023]
Ep 042/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:11,  1.51it/s, loss=0.718, pair=0.006, adv=3.616, sprd=0.022]
Ep 042/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:17,  1.46it/s, loss=0.718, pair=0.006, adv=3.616, sprd=0.022]
Ep 042/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:17,  1.46it/s, loss=0.754, pair=0.006, adv=3.720, sprd=0.031]
Ep 042/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:10,  1.50it/s, loss=0.754, pair=0.006, adv=3.720, sprd=0.031]
Ep 042/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:10,  1.50it/s, loss=0.805, pair=0.010, adv=4.095, sprd=0.025]
Ep 042/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.805, pair=0.010, adv=4.095, sprd=0.025]
Ep 042/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.711, pair=0.011, adv=3.732, sprd=0.019]
Ep 042/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.711, pair=0.011, adv=3.732, sprd=0.019]
Ep 042/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.716, pair=0.002, adv=3.636, sprd=0.021]
Ep 042/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:16,  1.44it/s, loss=0.716, pair=0.002, adv=3.636, sprd=0.021]
Ep 042/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:16,  1.44it/s, loss=0.710, pair=0.002, adv=3.780, sprd=0.018]
Ep 042/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.710, pair=0.002, adv=3.780, sprd=0.018]
Ep 042/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.713, pair=0.000, adv=3.495, sprd=0.017]
Ep 042/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:14,  1.45it/s, loss=0.713, pair=0.000, adv=3.495, sprd=0.017]
Ep 042/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:14,  1.45it/s, loss=0.719, pair=0.010, adv=3.756, sprd=0.020]
Ep 042/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:06,  1.51it/s, loss=0.719, pair=0.010, adv=3.756, sprd=0.020]
Ep 042/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:06,  1.51it/s, loss=0.740, pair=0.008, adv=3.685, sprd=0.022]
Ep 042/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:19,  1.40it/s, loss=0.740, pair=0.008, adv=3.685, sprd=0.022]
Ep 042/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:19,  1.40it/s, loss=0.729, pair=0.002, adv=3.547, sprd=0.025]
Ep 042/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:10,  1.47it/s, loss=0.729, pair=0.002, adv=3.547, sprd=0.025]
Ep 042/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:10,  1.47it/s, loss=0.715, pair=0.005, adv=3.508, sprd=0.019]
Ep 042/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.43it/s, loss=0.715, pair=0.005, adv=3.508, sprd=0.019]
Ep 042/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.43it/s, loss=0.709, pair=0.005, adv=3.451, sprd=0.018]
Ep 042/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:04,  1.50it/s, loss=0.709, pair=0.005, adv=3.451, sprd=0.018]
Ep 042/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.733, pair=0.005, adv=3.562, sprd=0.022]
Ep 042/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.733, pair=0.005, adv=3.562, sprd=0.022]
Ep 042/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.719, pair=0.000, adv=3.484, sprd=0.020]
Ep 042/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:04,  1.49it/s, loss=0.719, pair=0.000, adv=3.484, sprd=0.020]
Ep 042/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.711, pair=0.005, adv=3.336, sprd=0.017]
Ep 042/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:17,  1.39it/s, loss=0.711, pair=0.005, adv=3.336, sprd=0.017]
Ep 042/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:17,  1.39it/s, loss=0.739, pair=0.008, adv=3.549, sprd=0.025]
Ep 042/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:05,  1.47it/s, loss=0.739, pair=0.008, adv=3.549, sprd=0.025]
Ep 042/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:05,  1.47it/s, loss=0.735, pair=0.005, adv=3.547, sprd=0.023]
Ep 042/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.42it/s, loss=0.735, pair=0.005, adv=3.547, sprd=0.023]
Ep 042/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.42it/s, loss=0.700, pair=0.016, adv=3.279, sprd=0.018]
Ep 042/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:00,  1.50it/s, loss=0.700, pair=0.016, adv=3.279, sprd=0.018]
Ep 042/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:00,  1.50it/s, loss=0.799, pair=0.008, adv=3.343, sprd=0.025]
Ep 042/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:10,  1.42it/s, loss=0.799, pair=0.008, adv=3.343, sprd=0.025]
Ep 042/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:10,  1.42it/s, loss=0.739, pair=0.003, adv=3.665, sprd=0.027]
Ep 042/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:01,  1.48it/s, loss=0.739, pair=0.003, adv=3.665, sprd=0.027]
Ep 042/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:01,  1.48it/s, loss=0.734, pair=0.007, adv=3.682, sprd=0.025]
Ep 042/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:05,  1.44it/s, loss=0.734, pair=0.007, adv=3.682, sprd=0.025]
Ep 042/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:05,  1.44it/s, loss=0.743, pair=0.006, adv=3.802, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.743, pair=0.006, adv=3.802, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.749, pair=0.009, adv=3.769, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.749, pair=0.009, adv=3.769, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.724, pair=0.003, adv=4.014, sprd=0.023]
Ep 042/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:57,  1.49it/s, loss=0.724, pair=0.003, adv=4.014, sprd=0.023]
Ep 042/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.743, pair=0.007, adv=3.471, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.42it/s, loss=0.743, pair=0.007, adv=3.471, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.42it/s, loss=0.723, pair=0.000, adv=3.419, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.723, pair=0.000, adv=3.419, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.728, pair=0.000, adv=3.742, sprd=0.019]
Ep 042/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:11,  1.37it/s, loss=0.728, pair=0.000, adv=3.742, sprd=0.019]
Ep 042/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:11,  1.37it/s, loss=0.742, pair=0.009, adv=3.771, sprd=0.026]
Ep 042/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<03:00,  1.45it/s, loss=0.742, pair=0.009, adv=3.771, sprd=0.026]
Ep 042/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<03:00,  1.45it/s, loss=0.731, pair=0.008, adv=3.585, sprd=0.022]
Ep 042/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:14,  1.34it/s, loss=0.731, pair=0.008, adv=3.585, sprd=0.022]
Ep 042/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:14,  1.34it/s, loss=0.748, pair=0.007, adv=3.711, sprd=0.028]
Ep 042/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<03:03,  1.41it/s, loss=0.748, pair=0.007, adv=3.711, sprd=0.028]
Ep 042/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<03:03,  1.41it/s, loss=0.750, pair=0.023, adv=3.793, sprd=0.028]
Ep 042/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:06,  1.39it/s, loss=0.750, pair=0.023, adv=3.793, sprd=0.028]
Ep 042/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:06,  1.39it/s, loss=0.716, pair=0.007, adv=3.930, sprd=0.021]
Ep 042/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:56,  1.46it/s, loss=0.716, pair=0.007, adv=3.930, sprd=0.021]
Ep 042/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:56,  1.46it/s, loss=0.714, pair=0.003, adv=3.714, sprd=0.017]
Ep 042/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:07,  1.36it/s, loss=0.714, pair=0.003, adv=3.714, sprd=0.017]
Ep 042/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:07,  1.36it/s, loss=0.705, pair=0.004, adv=3.675, sprd=0.019]
Ep 042/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:54,  1.46it/s, loss=0.705, pair=0.004, adv=3.675, sprd=0.019]
Ep 042/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:54,  1.46it/s, loss=0.745, pair=0.052, adv=3.849, sprd=0.024]
Ep 042/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.42it/s, loss=0.745, pair=0.052, adv=3.849, sprd=0.024]
Ep 042/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:58,  1.42it/s, loss=0.743, pair=0.016, adv=3.772, sprd=0.027]
Ep 042/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:51,  1.48it/s, loss=0.743, pair=0.016, adv=3.772, sprd=0.027]
Ep 042/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:51,  1.48it/s, loss=0.735, pair=0.009, adv=3.734, sprd=0.024]
Ep 042/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.735, pair=0.009, adv=3.734, sprd=0.024]
Ep 042/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.729, pair=0.000, adv=3.573, sprd=0.024]
Ep 042/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.729, pair=0.000, adv=3.573, sprd=0.024]
Ep 042/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.726, pair=0.016, adv=3.770, sprd=0.018]
Ep 042/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:58,  1.40it/s, loss=0.726, pair=0.016, adv=3.770, sprd=0.018]
Ep 042/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:58,  1.40it/s, loss=0.737, pair=0.009, adv=4.035, sprd=0.025]
Ep 042/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.737, pair=0.009, adv=4.035, sprd=0.025]
Ep 042/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.718, pair=0.002, adv=3.300, sprd=0.021]
Ep 042/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:58,  1.39it/s, loss=0.718, pair=0.002, adv=3.300, sprd=0.021]
Ep 042/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:58,  1.39it/s, loss=0.716, pair=0.001, adv=3.870, sprd=0.021]
Ep 042/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:50,  1.45it/s, loss=0.716, pair=0.001, adv=3.870, sprd=0.021]
Ep 042/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:50,  1.45it/s, loss=0.717, pair=0.002, adv=3.976, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:56,  1.40it/s, loss=0.717, pair=0.002, adv=3.976, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:56,  1.40it/s, loss=0.725, pair=0.003, adv=3.675, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:44,  1.49it/s, loss=0.725, pair=0.003, adv=3.675, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.732, pair=0.009, adv=3.950, sprd=0.024]
Ep 042/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.42it/s, loss=0.732, pair=0.009, adv=3.950, sprd=0.024]
Ep 042/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:51,  1.42it/s, loss=0.753, pair=0.005, adv=3.814, sprd=0.028]
Ep 042/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:45,  1.47it/s, loss=0.753, pair=0.005, adv=3.814, sprd=0.028]
Ep 042/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:45,  1.47it/s, loss=0.724, pair=0.000, adv=3.408, sprd=0.019]
Ep 042/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.42it/s, loss=0.724, pair=0.000, adv=3.408, sprd=0.019]
Ep 042/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.42it/s, loss=0.754, pair=0.006, adv=3.768, sprd=0.029]
Ep 042/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.754, pair=0.006, adv=3.768, sprd=0.029]
Ep 042/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.48it/s, loss=0.738, pair=0.009, adv=3.631, sprd=0.026]
Ep 042/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:50,  1.41it/s, loss=0.738, pair=0.009, adv=3.631, sprd=0.026]
Ep 042/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:50,  1.41it/s, loss=0.813, pair=0.209, adv=3.786, sprd=0.028]
Ep 042/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.813, pair=0.209, adv=3.786, sprd=0.028]
Ep 042/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.727, pair=0.001, adv=3.825, sprd=0.022]
Ep 042/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:47,  1.42it/s, loss=0.727, pair=0.001, adv=3.825, sprd=0.022]
Ep 042/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:47,  1.42it/s, loss=0.725, pair=0.005, adv=3.696, sprd=0.021]
Ep 042/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.49it/s, loss=0.725, pair=0.005, adv=3.696, sprd=0.021]
Ep 042/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:39,  1.49it/s, loss=0.816, pair=0.004, adv=3.601, sprd=0.028]
Ep 042/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.42it/s, loss=0.816, pair=0.004, adv=3.601, sprd=0.028]
Ep 042/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.42it/s, loss=0.728, pair=0.005, adv=4.097, sprd=0.025]
Ep 042/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.728, pair=0.005, adv=4.097, sprd=0.025]
Ep 042/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.746, pair=0.001, adv=3.710, sprd=0.028]
Ep 042/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:50,  1.37it/s, loss=0.746, pair=0.001, adv=3.710, sprd=0.028]
Ep 042/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:50,  1.37it/s, loss=0.729, pair=0.014, adv=3.749, sprd=0.023]
Ep 042/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:41,  1.44it/s, loss=0.729, pair=0.014, adv=3.749, sprd=0.023]
Ep 042/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:41,  1.44it/s, loss=0.731, pair=0.008, adv=4.012, sprd=0.025]
Ep 042/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.42it/s, loss=0.731, pair=0.008, adv=4.012, sprd=0.025]
Ep 042/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.42it/s, loss=0.739, pair=0.000, adv=3.849, sprd=0.026]
Ep 042/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:37,  1.47it/s, loss=0.739, pair=0.000, adv=3.849, sprd=0.026]
Ep 042/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:37,  1.47it/s, loss=0.723, pair=0.006, adv=3.791, sprd=0.020]
Ep 042/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:43,  1.40it/s, loss=0.723, pair=0.006, adv=3.791, sprd=0.020]
Ep 042/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:43,  1.40it/s, loss=0.750, pair=0.002, adv=3.865, sprd=0.030]
Ep 042/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:37,  1.46it/s, loss=0.750, pair=0.002, adv=3.865, sprd=0.030]
Ep 042/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:37,  1.46it/s, loss=0.702, pair=0.004, adv=3.736, sprd=0.018]
Ep 042/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:40,  1.42it/s, loss=0.702, pair=0.004, adv=3.736, sprd=0.018]
Ep 042/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:40,  1.42it/s, loss=0.718, pair=0.001, adv=3.718, sprd=0.021]
Ep 042/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:29,  1.51it/s, loss=0.718, pair=0.001, adv=3.718, sprd=0.021]
Ep 042/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:29,  1.51it/s, loss=0.721, pair=0.003, adv=3.428, sprd=0.023]
Ep 042/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.45it/s, loss=0.721, pair=0.003, adv=3.428, sprd=0.023]
Ep 042/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.45it/s, loss=0.730, pair=0.007, adv=3.859, sprd=0.023]
Ep 042/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.52it/s, loss=0.730, pair=0.007, adv=3.859, sprd=0.023]
Ep 042/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:27,  1.52it/s, loss=0.736, pair=0.002, adv=3.808, sprd=0.024]
Ep 042/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:35,  1.44it/s, loss=0.736, pair=0.002, adv=3.808, sprd=0.024]
Ep 042/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:35,  1.44it/s, loss=0.705, pair=0.005, adv=3.783, sprd=0.018]
Ep 042/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.705, pair=0.005, adv=3.783, sprd=0.018]
Ep 042/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.734, pair=0.007, adv=3.714, sprd=0.024]
Ep 042/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.734, pair=0.007, adv=3.714, sprd=0.024]
Ep 042/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.732, pair=0.009, adv=3.720, sprd=0.026]
Ep 042/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:28,  1.48it/s, loss=0.732, pair=0.009, adv=3.720, sprd=0.026]
Ep 042/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:28,  1.48it/s, loss=0.706, pair=0.007, adv=3.679, sprd=0.017]
Ep 042/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.706, pair=0.007, adv=3.679, sprd=0.017]
Ep 042/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.737, pair=0.008, adv=3.631, sprd=0.027]
Ep 042/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.737, pair=0.008, adv=3.631, sprd=0.027]
Ep 042/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.50it/s, loss=0.721, pair=0.006, adv=3.516, sprd=0.022]
Ep 042/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.721, pair=0.006, adv=3.516, sprd=0.022]
Ep 042/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:33,  1.42it/s, loss=0.732, pair=0.002, adv=3.770, sprd=0.023]
Ep 042/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.50it/s, loss=0.732, pair=0.002, adv=3.770, sprd=0.023]
Ep 042/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:25,  1.50it/s, loss=0.725, pair=0.010, adv=3.809, sprd=0.018]
Ep 042/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:37,  1.37it/s, loss=0.725, pair=0.010, adv=3.809, sprd=0.018]
Ep 042/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:37,  1.37it/s, loss=0.713, pair=0.023, adv=3.582, sprd=0.018]
Ep 042/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:26,  1.47it/s, loss=0.713, pair=0.023, adv=3.582, sprd=0.018]
Ep 042/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:26,  1.47it/s, loss=0.733, pair=0.003, adv=3.566, sprd=0.024]
Ep 042/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:33,  1.39it/s, loss=0.733, pair=0.003, adv=3.566, sprd=0.024]
Ep 042/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:33,  1.39it/s, loss=0.709, pair=0.004, adv=4.025, sprd=0.019]
Ep 042/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:24,  1.48it/s, loss=0.709, pair=0.004, adv=4.025, sprd=0.019]
Ep 042/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:24,  1.48it/s, loss=0.723, pair=0.009, adv=3.643, sprd=0.022]
Ep 042/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:26,  1.44it/s, loss=0.723, pair=0.009, adv=3.643, sprd=0.022]
Ep 042/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:26,  1.44it/s, loss=0.736, pair=0.013, adv=3.855, sprd=0.026]
Ep 042/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.736, pair=0.013, adv=3.855, sprd=0.026]
Ep 042/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:21,  1.49it/s, loss=0.710, pair=0.004, adv=3.183, sprd=0.018]
Ep 042/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.38it/s, loss=0.710, pair=0.004, adv=3.183, sprd=0.018]
Ep 042/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.38it/s, loss=0.711, pair=0.005, adv=3.786, sprd=0.019]
Ep 042/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:22,  1.47it/s, loss=0.711, pair=0.005, adv=3.786, sprd=0.019]
Ep 042/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:22,  1.47it/s, loss=0.733, pair=0.005, adv=3.831, sprd=0.023]
Ep 042/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:26,  1.42it/s, loss=0.733, pair=0.005, adv=3.831, sprd=0.023]
Ep 042/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:26,  1.42it/s, loss=0.710, pair=0.008, adv=3.873, sprd=0.019]
Ep 042/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:16,  1.52it/s, loss=0.710, pair=0.008, adv=3.873, sprd=0.019]
Ep 042/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:16,  1.52it/s, loss=0.744, pair=0.004, adv=3.760, sprd=0.028]
Ep 042/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.44it/s, loss=0.744, pair=0.004, adv=3.760, sprd=0.028]
Ep 042/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.44it/s, loss=0.736, pair=0.006, adv=3.509, sprd=0.026]
Ep 042/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.736, pair=0.006, adv=3.509, sprd=0.026]
Ep 042/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:16,  1.50it/s, loss=0.722, pair=0.007, adv=4.117, sprd=0.021]
Ep 042/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:20,  1.45it/s, loss=0.722, pair=0.007, adv=4.117, sprd=0.021]
Ep 042/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:20,  1.45it/s, loss=0.725, pair=0.019, adv=3.476, sprd=0.022]
Ep 042/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.725, pair=0.019, adv=3.476, sprd=0.022]
Ep 042/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:13,  1.52it/s, loss=0.725, pair=0.006, adv=3.906, sprd=0.025]
Ep 042/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:18,  1.46it/s, loss=0.725, pair=0.006, adv=3.906, sprd=0.025]
Ep 042/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:18,  1.46it/s, loss=0.716, pair=0.006, adv=3.798, sprd=0.020]
Ep 042/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:11,  1.52it/s, loss=0.716, pair=0.006, adv=3.798, sprd=0.020]
Ep 042/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:11,  1.52it/s, loss=0.735, pair=0.003, adv=3.824, sprd=0.027]
Ep 042/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:17,  1.45it/s, loss=0.735, pair=0.003, adv=3.824, sprd=0.027]
Ep 042/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.731, pair=0.005, adv=4.068, sprd=0.023]
Ep 042/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.51it/s, loss=0.731, pair=0.005, adv=4.068, sprd=0.023]
Ep 042/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:12,  1.51it/s, loss=0.730, pair=0.003, adv=3.986, sprd=0.025]
Ep 042/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.730, pair=0.003, adv=3.986, sprd=0.025]
Ep 042/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.737, pair=0.008, adv=3.915, sprd=0.026]
Ep 042/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:12,  1.49it/s, loss=0.737, pair=0.008, adv=3.915, sprd=0.026]
Ep 042/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.49it/s, loss=0.743, pair=0.005, adv=3.912, sprd=0.025]
Ep 042/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:22,  1.37it/s, loss=0.743, pair=0.005, adv=3.912, sprd=0.025]
Ep 042/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:22,  1.37it/s, loss=0.723, pair=0.012, adv=3.894, sprd=0.024]
Ep 042/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:14,  1.45it/s, loss=0.723, pair=0.012, adv=3.894, sprd=0.024]
Ep 042/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:14,  1.45it/s, loss=0.725, pair=0.001, adv=3.552, sprd=0.022]
Ep 042/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.725, pair=0.001, adv=3.552, sprd=0.022]
Ep 042/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.744, pair=0.011, adv=3.769, sprd=0.027]
Ep 042/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:12,  1.45it/s, loss=0.744, pair=0.011, adv=3.769, sprd=0.027]
Ep 042/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:12,  1.45it/s, loss=0.720, pair=0.002, adv=3.836, sprd=0.017]
Ep 042/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:18,  1.39it/s, loss=0.720, pair=0.002, adv=3.836, sprd=0.017]
Ep 042/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:18,  1.39it/s, loss=0.732, pair=0.001, adv=3.859, sprd=0.025]
Ep 042/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:11,  1.45it/s, loss=0.732, pair=0.001, adv=3.859, sprd=0.025]
Ep 042/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:11,  1.45it/s, loss=0.732, pair=0.010, adv=3.561, sprd=0.025]
Ep 042/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.44it/s, loss=0.732, pair=0.010, adv=3.561, sprd=0.025]
Ep 042/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:11,  1.44it/s, loss=0.736, pair=0.006, adv=3.777, sprd=0.028]
Ep 042/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:06,  1.49it/s, loss=0.736, pair=0.006, adv=3.777, sprd=0.028]
Ep 042/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:06,  1.49it/s, loss=0.747, pair=0.004, adv=4.046, sprd=0.027]
Ep 042/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.41it/s, loss=0.747, pair=0.004, adv=4.046, sprd=0.027]
Ep 042/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.41it/s, loss=0.733, pair=0.006, adv=3.906, sprd=0.024]
Ep 042/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=0.733, pair=0.006, adv=3.906, sprd=0.024]
Ep 042/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.726, pair=0.006, adv=3.705, sprd=0.025]
Ep 042/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.726, pair=0.006, adv=3.705, sprd=0.025]
Ep 042/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:09,  1.43it/s, loss=0.741, pair=0.008, adv=3.924, sprd=0.023]
Ep 042/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.50it/s, loss=0.741, pair=0.008, adv=3.924, sprd=0.023]
Ep 042/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.50it/s, loss=0.729, pair=0.001, adv=3.753, sprd=0.024]
Ep 042/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:07,  1.44it/s, loss=0.729, pair=0.001, adv=3.753, sprd=0.024]
Ep 042/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:07,  1.44it/s, loss=0.713, pair=0.007, adv=3.679, sprd=0.022]
Ep 042/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.50it/s, loss=0.713, pair=0.007, adv=3.679, sprd=0.022]
Ep 042/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:02,  1.50it/s, loss=0.723, pair=0.003, adv=3.724, sprd=0.025]
Ep 042/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.723, pair=0.003, adv=3.724, sprd=0.025]
Ep 042/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.747, pair=0.002, adv=3.601, sprd=0.028]
Ep 042/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.48it/s, loss=0.747, pair=0.002, adv=3.601, sprd=0.028]
Ep 042/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.48it/s, loss=0.722, pair=0.000, adv=3.632, sprd=0.020]
Ep 042/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:07,  1.41it/s, loss=0.722, pair=0.000, adv=3.632, sprd=0.020]
Ep 042/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:07,  1.41it/s, loss=0.732, pair=0.000, adv=3.671, sprd=0.023]
Ep 042/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.48it/s, loss=0.732, pair=0.000, adv=3.671, sprd=0.023]
Ep 042/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.48it/s, loss=0.713, pair=0.001, adv=3.675, sprd=0.019]
Ep 042/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.713, pair=0.001, adv=3.675, sprd=0.019]
Ep 042/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.728, pair=0.000, adv=3.563, sprd=0.022]
Ep 042/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.728, pair=0.000, adv=3.563, sprd=0.022]
Ep 042/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.716, pair=0.001, adv=3.719, sprd=0.022]
Ep 042/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.716, pair=0.001, adv=3.719, sprd=0.022]
Ep 042/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:04,  1.41it/s, loss=0.727, pair=0.000, adv=3.351, sprd=0.024]
Ep 042/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.47it/s, loss=0.727, pair=0.000, adv=3.351, sprd=0.024]
Ep 042/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.47it/s, loss=0.745, pair=0.003, adv=4.033, sprd=0.028]
Ep 042/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.745, pair=0.003, adv=4.033, sprd=0.028]
Ep 042/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.43it/s, loss=0.708, pair=0.002, adv=3.730, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:53,  1.52it/s, loss=0.708, pair=0.002, adv=3.730, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:53,  1.52it/s, loss=0.707, pair=0.005, adv=3.573, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.707, pair=0.005, adv=3.573, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.714, pair=0.006, adv=3.672, sprd=0.022]
Ep 042/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.714, pair=0.006, adv=3.672, sprd=0.022]
Ep 042/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.51it/s, loss=0.731, pair=0.002, adv=3.864, sprd=0.024]
Ep 042/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:57,  1.44it/s, loss=0.731, pair=0.002, adv=3.864, sprd=0.024]
Ep 042/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:57,  1.44it/s, loss=0.721, pair=0.000, adv=3.770, sprd=0.023]
Ep 042/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:51,  1.51it/s, loss=0.721, pair=0.000, adv=3.770, sprd=0.023]
Ep 042/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:51,  1.51it/s, loss=0.727, pair=0.001, adv=3.964, sprd=0.023]
Ep 042/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:55,  1.45it/s, loss=0.727, pair=0.001, adv=3.964, sprd=0.023]
Ep 042/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:55,  1.45it/s, loss=0.737, pair=0.000, adv=3.770, sprd=0.027]
Ep 042/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.737, pair=0.000, adv=3.770, sprd=0.027]
Ep 042/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:50,  1.51it/s, loss=1.302, pair=1.700, adv=4.100, sprd=0.018]
Ep 042/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:52,  1.47it/s, loss=1.302, pair=1.700, adv=4.100, sprd=0.018]
Ep 042/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:52,  1.47it/s, loss=0.735, pair=0.001, adv=4.060, sprd=0.025]
Ep 042/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.51it/s, loss=0.735, pair=0.001, adv=4.060, sprd=0.025]
Ep 042/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:49,  1.51it/s, loss=0.727, pair=0.000, adv=3.602, sprd=0.023]
Ep 042/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.727, pair=0.000, adv=3.602, sprd=0.023]
Ep 042/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:55,  1.42it/s, loss=0.700, pair=0.001, adv=3.975, sprd=0.017]
Ep 042/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.700, pair=0.001, adv=3.975, sprd=0.017]
Ep 042/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.714, pair=0.001, adv=3.712, sprd=0.021]
Ep 042/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.714, pair=0.001, adv=3.712, sprd=0.021]
Ep 042/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.708, pair=0.004, adv=3.781, sprd=0.021]
Ep 042/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.708, pair=0.004, adv=3.781, sprd=0.021]
Ep 042/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.721, pair=0.002, adv=3.691, sprd=0.023]
Ep 042/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:49,  1.46it/s, loss=0.721, pair=0.002, adv=3.691, sprd=0.023]
Ep 042/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:49,  1.46it/s, loss=0.708, pair=0.009, adv=4.078, sprd=0.018]
Ep 042/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:43,  1.54it/s, loss=0.708, pair=0.009, adv=4.078, sprd=0.018]
Ep 042/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:43,  1.54it/s, loss=0.725, pair=0.006, adv=3.817, sprd=0.023]
Ep 042/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.725, pair=0.006, adv=3.817, sprd=0.023]
Ep 042/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:49,  1.45it/s, loss=0.727, pair=0.001, adv=4.054, sprd=0.024]
Ep 042/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.727, pair=0.001, adv=4.054, sprd=0.024]
Ep 042/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:44,  1.50it/s, loss=0.709, pair=0.002, adv=3.886, sprd=0.020]
Ep 042/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.709, pair=0.002, adv=3.886, sprd=0.020]
Ep 042/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.748, pair=0.007, adv=4.111, sprd=0.028]
Ep 042/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.49it/s, loss=0.748, pair=0.007, adv=4.111, sprd=0.028]
Ep 042/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.49it/s, loss=0.706, pair=0.009, adv=3.393, sprd=0.017]
Ep 042/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:44,  1.48it/s, loss=0.706, pair=0.009, adv=3.393, sprd=0.017]
Ep 042/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:44,  1.48it/s, loss=0.725, pair=0.006, adv=3.750, sprd=0.024]
Ep 042/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:39,  1.53it/s, loss=0.725, pair=0.006, adv=3.750, sprd=0.024]
Ep 042/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:39,  1.53it/s, loss=0.700, pair=0.008, adv=3.641, sprd=0.015]
Ep 042/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:43,  1.46it/s, loss=0.700, pair=0.008, adv=3.641, sprd=0.015]
Ep 042/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:43,  1.46it/s, loss=0.743, pair=0.008, adv=3.965, sprd=0.027]
Ep 042/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:39,  1.51it/s, loss=0.743, pair=0.008, adv=3.965, sprd=0.027]
Ep 042/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:39,  1.51it/s, loss=0.725, pair=0.006, adv=4.052, sprd=0.023]
Ep 042/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.725, pair=0.006, adv=4.052, sprd=0.023]
Ep 042/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.723, pair=0.008, adv=3.847, sprd=0.021]
Ep 042/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.723, pair=0.008, adv=3.847, sprd=0.021]
Ep 042/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.49it/s, loss=0.708, pair=0.003, adv=3.570, sprd=0.018]
Ep 042/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.708, pair=0.003, adv=3.570, sprd=0.018]
Ep 042/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.42it/s, loss=0.718, pair=0.001, adv=3.927, sprd=0.022]
Ep 042/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.718, pair=0.001, adv=3.927, sprd=0.022]
Ep 042/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.718, pair=0.001, adv=3.717, sprd=0.021]
Ep 042/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:45,  1.38it/s, loss=0.718, pair=0.001, adv=3.717, sprd=0.021]
Ep 042/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:45,  1.38it/s, loss=0.762, pair=0.006, adv=3.337, sprd=0.027]
Ep 042/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.46it/s, loss=0.762, pair=0.006, adv=3.337, sprd=0.027]
Ep 042/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:39,  1.46it/s, loss=0.744, pair=0.002, adv=4.242, sprd=0.026]
Ep 042/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.40it/s, loss=0.744, pair=0.002, adv=4.242, sprd=0.026]
Ep 042/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.40it/s, loss=0.723, pair=0.002, adv=3.825, sprd=0.022]
Ep 042/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.48it/s, loss=0.723, pair=0.002, adv=3.825, sprd=0.022]
Ep 042/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.751, pair=0.001, adv=3.962, sprd=0.029]
Ep 042/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.43it/s, loss=0.751, pair=0.001, adv=3.962, sprd=0.029]
Ep 042/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:39,  1.43it/s, loss=0.731, pair=0.004, adv=3.661, sprd=0.022]
Ep 042/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.48it/s, loss=0.731, pair=0.004, adv=3.661, sprd=0.022]
Ep 042/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.48it/s, loss=0.743, pair=0.005, adv=3.825, sprd=0.024]
Ep 042/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:41,  1.37it/s, loss=0.743, pair=0.005, adv=3.825, sprd=0.024]
Ep 042/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:41,  1.37it/s, loss=0.730, pair=0.001, adv=3.746, sprd=0.024]
Ep 042/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:36,  1.44it/s, loss=0.730, pair=0.001, adv=3.746, sprd=0.024]
Ep 042/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:36,  1.44it/s, loss=0.742, pair=0.005, adv=3.952, sprd=0.028]
Ep 042/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.40it/s, loss=0.742, pair=0.005, adv=3.952, sprd=0.028]
Ep 042/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:38,  1.40it/s, loss=0.725, pair=0.000, adv=3.868, sprd=0.023]
Ep 042/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.46it/s, loss=0.725, pair=0.000, adv=3.868, sprd=0.023]
Ep 042/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.46it/s, loss=0.737, pair=0.001, adv=3.661, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:38,  1.38it/s, loss=0.737, pair=0.001, adv=3.661, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:38,  1.38it/s, loss=0.714, pair=0.001, adv=3.684, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.48it/s, loss=0.714, pair=0.001, adv=3.684, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:31,  1.48it/s, loss=0.708, pair=0.003, adv=3.708, sprd=0.018]
Ep 042/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.708, pair=0.003, adv=3.708, sprd=0.018]
Ep 042/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.724, pair=0.000, adv=3.984, sprd=0.024]
Ep 042/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.724, pair=0.000, adv=3.984, sprd=0.024]
Ep 042/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.746, pair=0.004, adv=3.785, sprd=0.027]
Ep 042/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.42it/s, loss=0.746, pair=0.004, adv=3.785, sprd=0.027]
Ep 042/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:32,  1.42it/s, loss=0.734, pair=0.000, adv=4.157, sprd=0.024]
Ep 042/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.48it/s, loss=0.734, pair=0.000, adv=4.157, sprd=0.024]
Ep 042/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:28,  1.48it/s, loss=0.781, pair=0.002, adv=3.785, sprd=0.029]
Ep 042/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.36it/s, loss=0.781, pair=0.002, adv=3.785, sprd=0.029]
Ep 042/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.36it/s, loss=0.719, pair=0.002, adv=3.910, sprd=0.022]
Ep 042/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:29,  1.44it/s, loss=0.719, pair=0.002, adv=3.910, sprd=0.022]
Ep 042/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.44it/s, loss=0.742, pair=0.006, adv=3.931, sprd=0.027]
Ep 042/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.38it/s, loss=0.742, pair=0.006, adv=3.931, sprd=0.027]
Ep 042/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:32,  1.38it/s, loss=0.756, pair=0.004, adv=3.789, sprd=0.033]
Ep 042/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:28,  1.44it/s, loss=0.756, pair=0.004, adv=3.789, sprd=0.033]
Ep 042/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:28,  1.44it/s, loss=0.699, pair=0.000, adv=3.545, sprd=0.015]
Ep 042/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:29,  1.41it/s, loss=0.699, pair=0.000, adv=3.545, sprd=0.015]
Ep 042/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.710, pair=0.011, adv=3.679, sprd=0.017]
Ep 042/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.48it/s, loss=0.710, pair=0.011, adv=3.679, sprd=0.017]
Ep 042/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:24,  1.48it/s, loss=0.721, pair=0.003, adv=4.171, sprd=0.020]
Ep 042/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:29,  1.39it/s, loss=0.721, pair=0.003, adv=4.171, sprd=0.020]
Ep 042/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:29,  1.39it/s, loss=0.711, pair=0.006, adv=3.860, sprd=0.021]
Ep 042/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:24,  1.46it/s, loss=0.711, pair=0.006, adv=3.860, sprd=0.021]
Ep 042/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.722, pair=0.003, adv=3.690, sprd=0.022]
Ep 042/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.41it/s, loss=0.722, pair=0.003, adv=3.690, sprd=0.022]
Ep 042/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.41it/s, loss=0.713, pair=0.008, adv=3.921, sprd=0.016]
Ep 042/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:19,  1.51it/s, loss=0.713, pair=0.008, adv=3.921, sprd=0.016]
Ep 042/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:19,  1.51it/s, loss=0.734, pair=0.008, adv=4.191, sprd=0.023]
Ep 042/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.46it/s, loss=0.734, pair=0.008, adv=4.191, sprd=0.023]
Ep 042/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.46it/s, loss=0.734, pair=0.009, adv=3.927, sprd=0.024]
Ep 042/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.51it/s, loss=0.734, pair=0.009, adv=3.927, sprd=0.024]
Ep 042/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.51it/s, loss=0.735, pair=0.008, adv=3.660, sprd=0.024]
Ep 042/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.735, pair=0.008, adv=3.660, sprd=0.024]
Ep 042/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.722, pair=0.006, adv=3.818, sprd=0.021]
Ep 042/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.50it/s, loss=0.722, pair=0.006, adv=3.818, sprd=0.021]
Ep 042/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.807, pair=0.001, adv=4.014, sprd=0.027]
Ep 042/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.807, pair=0.001, adv=4.014, sprd=0.027]
Ep 042/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:21,  1.43it/s, loss=0.711, pair=0.001, adv=3.551, sprd=0.020]
Ep 042/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.711, pair=0.001, adv=3.551, sprd=0.020]
Ep 042/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:17,  1.48it/s, loss=0.743, pair=0.000, adv=3.981, sprd=0.028]
Ep 042/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.743, pair=0.000, adv=3.981, sprd=0.028]
Ep 042/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.720, pair=0.001, adv=3.931, sprd=0.022]
Ep 042/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:16,  1.49it/s, loss=0.720, pair=0.001, adv=3.931, sprd=0.022]
Ep 042/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:16,  1.49it/s, loss=0.711, pair=0.001, adv=3.838, sprd=0.021]
Ep 042/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:19,  1.42it/s, loss=0.711, pair=0.001, adv=3.838, sprd=0.021]
Ep 042/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:19,  1.42it/s, loss=0.741, pair=0.000, adv=3.762, sprd=0.029]
Ep 042/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.47it/s, loss=0.741, pair=0.000, adv=3.762, sprd=0.029]
Ep 042/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.47it/s, loss=0.714, pair=0.000, adv=3.835, sprd=0.019]
Ep 042/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.41it/s, loss=0.714, pair=0.000, adv=3.835, sprd=0.019]
Ep 042/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.41it/s, loss=0.716, pair=0.004, adv=3.865, sprd=0.022]
Ep 042/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.48it/s, loss=0.716, pair=0.004, adv=3.865, sprd=0.022]
Ep 042/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:13,  1.48it/s, loss=0.737, pair=0.004, adv=3.872, sprd=0.026]
Ep 042/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.737, pair=0.004, adv=3.872, sprd=0.026]
Ep 042/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.710, pair=0.001, adv=3.693, sprd=0.019]
Ep 042/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:09,  1.53it/s, loss=0.710, pair=0.001, adv=3.693, sprd=0.019]
Ep 042/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:09,  1.53it/s, loss=0.722, pair=0.007, adv=3.714, sprd=0.020]
Ep 042/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:16,  1.39it/s, loss=0.722, pair=0.007, adv=3.714, sprd=0.020]
Ep 042/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:16,  1.39it/s, loss=0.730, pair=0.011, adv=4.111, sprd=0.022]
Ep 042/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.47it/s, loss=0.730, pair=0.011, adv=4.111, sprd=0.022]
Ep 042/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:11,  1.47it/s, loss=0.706, pair=0.012, adv=3.632, sprd=0.015]
Ep 042/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.706, pair=0.012, adv=3.632, sprd=0.015]
Ep 042/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.741, pair=0.004, adv=3.890, sprd=0.024]
Ep 042/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.47it/s, loss=0.741, pair=0.004, adv=3.890, sprd=0.024]
Ep 042/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:09,  1.47it/s, loss=0.722, pair=0.006, adv=3.877, sprd=0.019]
Ep 042/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.722, pair=0.006, adv=3.877, sprd=0.019]
Ep 042/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:13,  1.39it/s, loss=0.724, pair=0.003, adv=3.993, sprd=0.022]
Ep 042/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.46it/s, loss=0.724, pair=0.003, adv=3.993, sprd=0.022]
Ep 042/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.46it/s, loss=0.796, pair=0.002, adv=4.011, sprd=0.023]
Ep 042/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.43it/s, loss=0.796, pair=0.002, adv=4.011, sprd=0.023]
Ep 042/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:09,  1.43it/s, loss=0.714, pair=0.000, adv=3.636, sprd=0.023]
Ep 042/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.50it/s, loss=0.714, pair=0.000, adv=3.636, sprd=0.023]
Ep 042/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.50it/s, loss=0.723, pair=0.002, adv=3.902, sprd=0.022]
Ep 042/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.723, pair=0.002, adv=3.902, sprd=0.022]
Ep 042/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.747, pair=0.001, adv=3.845, sprd=0.028]
Ep 042/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.49it/s, loss=0.747, pair=0.001, adv=3.845, sprd=0.028]
Ep 042/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.49it/s, loss=0.802, pair=0.005, adv=3.436, sprd=0.024]
Ep 042/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.802, pair=0.005, adv=3.436, sprd=0.024]
Ep 042/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:07,  1.42it/s, loss=0.713, pair=0.008, adv=3.680, sprd=0.021]
Ep 042/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.51it/s, loss=0.713, pair=0.008, adv=3.680, sprd=0.021]
Ep 042/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.51it/s, loss=0.730, pair=0.004, adv=3.929, sprd=0.020]
Ep 042/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:09,  1.36it/s, loss=0.730, pair=0.004, adv=3.929, sprd=0.020]
Ep 042/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:09,  1.36it/s, loss=0.724, pair=0.007, adv=3.698, sprd=0.021]
Ep 042/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:03,  1.46it/s, loss=0.724, pair=0.007, adv=3.698, sprd=0.021]
Ep 042/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:03,  1.46it/s, loss=0.729, pair=0.008, adv=3.855, sprd=0.024]
Ep 042/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.40it/s, loss=0.729, pair=0.008, adv=3.855, sprd=0.024]
Ep 042/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.40it/s, loss=0.721, pair=0.002, adv=3.748, sprd=0.023]
Ep 042/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:02,  1.46it/s, loss=0.721, pair=0.002, adv=3.748, sprd=0.023]
Ep 042/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.46it/s, loss=0.810, pair=0.002, adv=4.008, sprd=0.027]
Ep 042/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.41it/s, loss=0.810, pair=0.002, adv=4.008, sprd=0.027]
Ep 042/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:03,  1.41it/s, loss=0.728, pair=0.001, adv=4.119, sprd=0.024]
Ep 042/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.728, pair=0.001, adv=4.119, sprd=0.024]
Ep 042/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.50it/s, loss=0.708, pair=0.001, adv=3.986, sprd=0.017]
Ep 042/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.41it/s, loss=0.708, pair=0.001, adv=3.986, sprd=0.017]
Ep 042/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.41it/s, loss=0.726, pair=0.002, adv=3.692, sprd=0.023]
Ep 042/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.49it/s, loss=0.726, pair=0.002, adv=3.692, sprd=0.023]
Ep 042/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.49it/s, loss=0.736, pair=0.005, adv=3.822, sprd=0.025]
Ep 042/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.42it/s, loss=0.736, pair=0.005, adv=3.822, sprd=0.025]
Ep 042/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:00,  1.42it/s, loss=0.727, pair=0.003, adv=4.026, sprd=0.023]
Ep 042/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.727, pair=0.003, adv=4.026, sprd=0.023]
Ep 042/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.762, pair=0.024, adv=3.641, sprd=0.031]
Ep 042/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.42it/s, loss=0.762, pair=0.024, adv=3.641, sprd=0.031]
Ep 042/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.42it/s, loss=0.705, pair=0.009, adv=3.913, sprd=0.018]
Ep 042/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.705, pair=0.009, adv=3.913, sprd=0.018]
Ep 042/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.723, pair=0.006, adv=3.325, sprd=0.023]
Ep 042/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.41it/s, loss=0.723, pair=0.006, adv=3.325, sprd=0.023]
Ep 042/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.41it/s, loss=0.733, pair=0.006, adv=3.616, sprd=0.025]
Ep 042/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:55,  1.46it/s, loss=0.733, pair=0.006, adv=3.616, sprd=0.025]
Ep 042/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:55,  1.46it/s, loss=0.757, pair=0.003, adv=3.679, sprd=0.030]
Ep 042/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.40it/s, loss=0.757, pair=0.003, adv=3.679, sprd=0.030]
Ep 042/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:56,  1.40it/s, loss=0.740, pair=0.017, adv=3.719, sprd=0.026]
Ep 042/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.46it/s, loss=0.740, pair=0.017, adv=3.719, sprd=0.026]
Ep 042/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:53,  1.46it/s, loss=0.795, pair=0.005, adv=3.734, sprd=0.024]
Ep 042/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.42it/s, loss=0.795, pair=0.005, adv=3.734, sprd=0.024]
Ep 042/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.42it/s, loss=0.730, pair=0.019, adv=3.633, sprd=0.023]
Ep 042/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.48it/s, loss=0.730, pair=0.019, adv=3.633, sprd=0.023]
Ep 042/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.48it/s, loss=0.746, pair=0.005, adv=3.679, sprd=0.026]
Ep 042/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.42it/s, loss=0.746, pair=0.005, adv=3.679, sprd=0.026]
Ep 042/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.42it/s, loss=0.730, pair=0.006, adv=4.190, sprd=0.024]
Ep 042/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.730, pair=0.006, adv=4.190, sprd=0.024]
Ep 042/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.49it/s, loss=0.743, pair=0.011, adv=3.938, sprd=0.029]
Ep 042/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.743, pair=0.011, adv=3.938, sprd=0.029]
Ep 042/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:51,  1.43it/s, loss=0.712, pair=0.001, adv=3.994, sprd=0.022]
Ep 042/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.50it/s, loss=0.712, pair=0.001, adv=3.994, sprd=0.022]
Ep 042/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:48,  1.50it/s, loss=0.750, pair=0.005, adv=3.899, sprd=0.026]
Ep 042/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:52,  1.38it/s, loss=0.750, pair=0.005, adv=3.899, sprd=0.026]
Ep 042/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:52,  1.38it/s, loss=0.719, pair=0.003, adv=4.026, sprd=0.022]
Ep 042/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.46it/s, loss=0.719, pair=0.003, adv=4.026, sprd=0.022]
Ep 042/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.46it/s, loss=0.711, pair=0.015, adv=3.347, sprd=0.019]
Ep 042/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:47,  1.46it/s, loss=0.711, pair=0.015, adv=3.347, sprd=0.019]
Ep 042/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:47,  1.46it/s, loss=0.726, pair=0.005, adv=3.798, sprd=0.021]
Ep 042/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.726, pair=0.005, adv=3.798, sprd=0.021]
Ep 042/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.725, pair=0.022, adv=3.540, sprd=0.021]
Ep 042/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.43it/s, loss=0.725, pair=0.022, adv=3.540, sprd=0.021]
Ep 042/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.43it/s, loss=0.732, pair=0.008, adv=3.808, sprd=0.025]
Ep 042/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.49it/s, loss=0.732, pair=0.008, adv=3.808, sprd=0.025]
Ep 042/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.49it/s, loss=0.794, pair=0.008, adv=3.896, sprd=0.024]
Ep 042/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.43it/s, loss=0.794, pair=0.008, adv=3.896, sprd=0.024]
Ep 042/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.43it/s, loss=0.717, pair=0.005, adv=3.924, sprd=0.020]
Ep 042/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.717, pair=0.005, adv=3.924, sprd=0.020]
Ep 042/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.48it/s, loss=0.723, pair=0.004, adv=3.991, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.43it/s, loss=0.723, pair=0.004, adv=3.991, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.43it/s, loss=0.762, pair=0.012, adv=3.712, sprd=0.031]
Ep 042/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.762, pair=0.012, adv=3.712, sprd=0.031]
Ep 042/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.726, pair=0.017, adv=4.143, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.726, pair=0.017, adv=4.143, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.42it/s, loss=0.721, pair=0.008, adv=3.797, sprd=0.021]
Ep 042/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.50it/s, loss=0.721, pair=0.008, adv=3.797, sprd=0.021]
Ep 042/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.50it/s, loss=0.739, pair=0.003, adv=3.723, sprd=0.028]
Ep 042/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.739, pair=0.003, adv=3.723, sprd=0.028]
Ep 042/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.717, pair=0.004, adv=3.848, sprd=0.020]
Ep 042/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.51it/s, loss=0.717, pair=0.004, adv=3.848, sprd=0.020]
Ep 042/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.51it/s, loss=0.727, pair=0.005, adv=3.744, sprd=0.021]
Ep 042/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.39it/s, loss=0.727, pair=0.005, adv=3.744, sprd=0.021]
Ep 042/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.39it/s, loss=0.713, pair=0.009, adv=3.758, sprd=0.018]
Ep 042/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.47it/s, loss=0.713, pair=0.009, adv=3.758, sprd=0.018]
Ep 042/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.47it/s, loss=0.726, pair=0.004, adv=3.794, sprd=0.025]
Ep 042/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.726, pair=0.004, adv=3.794, sprd=0.025]
Ep 042/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.730, pair=0.002, adv=4.029, sprd=0.025]
Ep 042/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.730, pair=0.002, adv=4.029, sprd=0.025]
Ep 042/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.49it/s, loss=0.725, pair=0.001, adv=3.855, sprd=0.021]
Ep 042/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.725, pair=0.001, adv=3.855, sprd=0.021]
Ep 042/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:37,  1.43it/s, loss=0.698, pair=0.003, adv=4.064, sprd=0.018]
Ep 042/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:34,  1.52it/s, loss=0.698, pair=0.003, adv=4.064, sprd=0.018]
Ep 042/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:34,  1.52it/s, loss=0.724, pair=0.007, adv=4.165, sprd=0.022]
Ep 042/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.45it/s, loss=0.724, pair=0.007, adv=4.165, sprd=0.022]
Ep 042/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:35,  1.45it/s, loss=0.703, pair=0.001, adv=4.007, sprd=0.018]
Ep 042/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.52it/s, loss=0.703, pair=0.001, adv=4.007, sprd=0.018]
Ep 042/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:33,  1.52it/s, loss=0.728, pair=0.000, adv=3.723, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.40it/s, loss=0.728, pair=0.000, adv=3.723, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.40it/s, loss=0.716, pair=0.001, adv=3.926, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.716, pair=0.001, adv=3.926, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.48it/s, loss=0.734, pair=0.000, adv=3.947, sprd=0.023]
Ep 042/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.734, pair=0.000, adv=3.947, sprd=0.023]
Ep 042/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:34,  1.41it/s, loss=0.723, pair=0.005, adv=3.869, sprd=0.025]
Ep 042/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.48it/s, loss=0.723, pair=0.005, adv=3.869, sprd=0.025]
Ep 042/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.48it/s, loss=0.730, pair=0.002, adv=4.002, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.42it/s, loss=0.730, pair=0.002, adv=4.002, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.42it/s, loss=0.716, pair=0.001, adv=3.620, sprd=0.021]
Ep 042/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.48it/s, loss=0.716, pair=0.001, adv=3.620, sprd=0.021]
Ep 042/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.48it/s, loss=0.741, pair=0.002, adv=3.760, sprd=0.022]
Ep 042/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.42it/s, loss=0.741, pair=0.002, adv=3.760, sprd=0.022]
Ep 042/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.42it/s, loss=0.722, pair=0.006, adv=4.046, sprd=0.020]
Ep 042/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.50it/s, loss=0.722, pair=0.006, adv=4.046, sprd=0.020]
Ep 042/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.50it/s, loss=0.794, pair=0.003, adv=3.510, sprd=0.022]
Ep 042/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:28,  1.46it/s, loss=0.794, pair=0.003, adv=3.510, sprd=0.022]
Ep 042/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:28,  1.46it/s, loss=0.743, pair=0.003, adv=3.491, sprd=0.028]
Ep 042/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.51it/s, loss=0.743, pair=0.003, adv=3.491, sprd=0.028]
Ep 042/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.51it/s, loss=0.747, pair=0.005, adv=3.686, sprd=0.025]
Ep 042/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.39it/s, loss=0.747, pair=0.005, adv=3.686, sprd=0.025]
Ep 042/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.39it/s, loss=0.727, pair=0.006, adv=3.871, sprd=0.023]
Ep 042/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.46it/s, loss=0.727, pair=0.006, adv=3.871, sprd=0.023]
Ep 042/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.46it/s, loss=0.751, pair=0.005, adv=3.852, sprd=0.028]
Ep 042/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.40it/s, loss=0.751, pair=0.005, adv=3.852, sprd=0.028]
Ep 042/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:27,  1.40it/s, loss=0.758, pair=0.029, adv=3.757, sprd=0.029]
Ep 042/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.48it/s, loss=0.758, pair=0.029, adv=3.757, sprd=0.029]
Ep 042/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.48it/s, loss=0.738, pair=0.002, adv=3.867, sprd=0.025]
Ep 042/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.44it/s, loss=0.738, pair=0.002, adv=3.867, sprd=0.025]
Ep 042/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.44it/s, loss=0.717, pair=0.007, adv=3.700, sprd=0.020]
Ep 042/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:22,  1.53it/s, loss=0.717, pair=0.007, adv=3.700, sprd=0.020]
Ep 042/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:22,  1.53it/s, loss=0.733, pair=0.006, adv=3.546, sprd=0.022]
Ep 042/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.42it/s, loss=0.733, pair=0.006, adv=3.546, sprd=0.022]
Ep 042/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.42it/s, loss=0.731, pair=0.002, adv=3.719, sprd=0.024]
Ep 042/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.48it/s, loss=0.731, pair=0.002, adv=3.719, sprd=0.024]
Ep 042/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.48it/s, loss=0.696, pair=0.000, adv=3.615, sprd=0.016]
Ep 042/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.696, pair=0.000, adv=3.615, sprd=0.016]
Ep 042/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.44it/s, loss=0.741, pair=0.006, adv=3.774, sprd=0.025]
Ep 042/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.50it/s, loss=0.741, pair=0.006, adv=3.774, sprd=0.025]
Ep 042/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.50it/s, loss=0.707, pair=0.001, adv=3.463, sprd=0.017]
Ep 042/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.46it/s, loss=0.707, pair=0.001, adv=3.463, sprd=0.017]
Ep 042/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.46it/s, loss=0.740, pair=0.000, adv=3.829, sprd=0.024]
Ep 042/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.50it/s, loss=0.740, pair=0.000, adv=3.829, sprd=0.024]
Ep 042/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.50it/s, loss=0.715, pair=0.000, adv=3.897, sprd=0.020]
Ep 042/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.43it/s, loss=0.715, pair=0.000, adv=3.897, sprd=0.020]
Ep 042/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.43it/s, loss=0.743, pair=0.000, adv=3.637, sprd=0.031]
Ep 042/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.743, pair=0.000, adv=3.637, sprd=0.031]
Ep 042/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.746, pair=0.001, adv=4.013, sprd=0.028]
Ep 042/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.39it/s, loss=0.746, pair=0.001, adv=4.013, sprd=0.028]
Ep 042/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.39it/s, loss=0.716, pair=0.004, adv=3.993, sprd=0.019]
Ep 042/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.716, pair=0.004, adv=3.993, sprd=0.019]
Ep 042/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.724, pair=0.001, adv=3.715, sprd=0.022]
Ep 042/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:17,  1.36it/s, loss=0.724, pair=0.001, adv=3.715, sprd=0.022]
Ep 042/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:17,  1.36it/s, loss=0.716, pair=0.003, adv=3.956, sprd=0.020]
Ep 042/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.47it/s, loss=0.716, pair=0.003, adv=3.956, sprd=0.020]
Ep 042/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.47it/s, loss=0.705, pair=0.000, adv=3.303, sprd=0.019]
Ep 042/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.45it/s, loss=0.705, pair=0.000, adv=3.303, sprd=0.019]
Ep 042/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.45it/s, loss=0.730, pair=0.012, adv=3.553, sprd=0.020]
Ep 042/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.50it/s, loss=0.730, pair=0.012, adv=3.553, sprd=0.020]
Ep 042/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.50it/s, loss=0.721, pair=0.000, adv=3.688, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.46it/s, loss=0.721, pair=0.000, adv=3.688, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:13,  1.46it/s, loss=0.725, pair=0.001, adv=4.180, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.725, pair=0.001, adv=4.180, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.51it/s, loss=0.725, pair=0.001, adv=3.791, sprd=0.021]
Ep 042/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.725, pair=0.001, adv=3.791, sprd=0.021]
Ep 042/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.716, pair=0.005, adv=3.658, sprd=0.019]
Ep 042/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.716, pair=0.005, adv=3.658, sprd=0.019]
Ep 042/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.47it/s, loss=0.757, pair=0.007, adv=3.642, sprd=0.027]
Ep 042/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.39it/s, loss=0.757, pair=0.007, adv=3.642, sprd=0.027]
Ep 042/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.723, pair=0.001, adv=4.106, sprd=0.022]
Ep 042/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.723, pair=0.001, adv=4.106, sprd=0.022]
Ep 042/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.729, pair=0.000, adv=3.932, sprd=0.022]
Ep 042/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.729, pair=0.000, adv=3.932, sprd=0.022]
Ep 042/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.736, pair=0.009, adv=3.857, sprd=0.024]
Ep 042/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.736, pair=0.009, adv=3.857, sprd=0.024]
Ep 042/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.754, pair=0.006, adv=3.902, sprd=0.029]
Ep 042/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.754, pair=0.006, adv=3.902, sprd=0.029]
Ep 042/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.725, pair=0.005, adv=3.797, sprd=0.023]
Ep 042/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.725, pair=0.005, adv=3.797, sprd=0.023]
Ep 042/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.730, pair=0.019, adv=3.641, sprd=0.023]
Ep 042/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.47it/s, loss=0.730, pair=0.019, adv=3.641, sprd=0.023]
Ep 042/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.47it/s, loss=0.710, pair=0.001, adv=3.813, sprd=0.022]
Ep 042/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.710, pair=0.001, adv=3.813, sprd=0.022]
Ep 042/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:05,  1.52it/s, loss=0.718, pair=0.000, adv=3.994, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.718, pair=0.000, adv=3.994, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.743, pair=0.000, adv=3.990, sprd=0.027]
Ep 042/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.743, pair=0.000, adv=3.990, sprd=0.027]
Ep 042/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.720, pair=0.003, adv=3.627, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.720, pair=0.003, adv=3.627, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.43it/s, loss=0.740, pair=0.006, adv=3.848, sprd=0.028]
Ep 042/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.740, pair=0.006, adv=3.848, sprd=0.028]
Ep 042/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.708, pair=0.003, adv=3.925, sprd=0.019]
Ep 042/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.708, pair=0.003, adv=3.925, sprd=0.019]
Ep 042/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.739, pair=0.003, adv=3.933, sprd=0.024]
Ep 042/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.739, pair=0.003, adv=3.933, sprd=0.024]
Ep 042/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.730, pair=0.002, adv=3.943, sprd=0.023]
Ep 042/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.730, pair=0.002, adv=3.943, sprd=0.023]
Ep 042/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.741, pair=0.010, adv=3.944, sprd=0.028]
Ep 042/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.741, pair=0.010, adv=3.944, sprd=0.028]
Ep 042/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.716, pair=0.010, adv=3.704, sprd=0.019]
Ep 042/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.48it/s, loss=0.716, pair=0.010, adv=3.704, sprd=0.019]
                                                                                                              
Epoch 042/60 [S3:+sens]  loss=0.7320  mat=0.2406  sens=1.0210  pair=0.0113  adv=3.7692(rand=3.37)  deg=0.0076  orth=0.0015  spread=0.0229  q_mean=49.5  q_std=15.1  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.66e-05  229s

Ep 043/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 043/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.706, pair=0.010, adv=3.990, sprd=0.019]
Ep 043/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:18,  1.14s/it, loss=0.706, pair=0.010, adv=3.990, sprd=0.019]
Ep 043/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:18,  1.14s/it, loss=0.733, pair=0.000, adv=3.871, sprd=0.024]
Ep 043/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:35,  1.20it/s, loss=0.733, pair=0.000, adv=3.871, sprd=0.024]
Ep 043/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:35,  1.20it/s, loss=0.728, pair=0.005, adv=3.652, sprd=0.025]
Ep 043/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:20,  1.27it/s, loss=0.728, pair=0.005, adv=3.652, sprd=0.025]
Ep 043/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:20,  1.27it/s, loss=0.724, pair=0.008, adv=3.957, sprd=0.022]
Ep 043/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:53,  1.41it/s, loss=0.724, pair=0.008, adv=3.957, sprd=0.022]
Ep 043/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:53,  1.41it/s, loss=0.720, pair=0.003, adv=3.495, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.37it/s, loss=0.720, pair=0.003, adv=3.495, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.37it/s, loss=0.723, pair=0.008, adv=3.568, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:45,  1.45it/s, loss=0.723, pair=0.008, adv=3.568, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:45,  1.45it/s, loss=0.729, pair=0.010, adv=3.676, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.729, pair=0.010, adv=3.676, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.721, pair=0.007, adv=4.005, sprd=0.023]
Ep 043/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:33,  1.52it/s, loss=0.721, pair=0.007, adv=4.005, sprd=0.023]
Ep 043/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:33,  1.52it/s, loss=0.718, pair=0.002, adv=3.722, sprd=0.020]
Ep 043/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:38,  1.48it/s, loss=0.718, pair=0.002, adv=3.722, sprd=0.020]
Ep 043/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:38,  1.48it/s, loss=0.734, pair=0.008, adv=3.985, sprd=0.025]
Ep 043/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:29,  1.54it/s, loss=0.734, pair=0.008, adv=3.985, sprd=0.025]
Ep 043/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:29,  1.54it/s, loss=0.806, pair=0.010, adv=3.950, sprd=0.024]
Ep 043/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:39,  1.47it/s, loss=0.806, pair=0.010, adv=3.950, sprd=0.024]
Ep 043/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:39,  1.47it/s, loss=0.732, pair=0.005, adv=4.160, sprd=0.024]
Ep 043/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.732, pair=0.005, adv=4.160, sprd=0.024]
Ep 043/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.719, pair=0.009, adv=3.702, sprd=0.020]
Ep 043/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.719, pair=0.009, adv=3.702, sprd=0.020]
Ep 043/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.739, pair=0.009, adv=4.039, sprd=0.025]
Ep 043/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:29,  1.52it/s, loss=0.739, pair=0.009, adv=4.039, sprd=0.025]
Ep 043/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:29,  1.52it/s, loss=0.718, pair=0.004, adv=4.047, sprd=0.021]
Ep 043/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:39,  1.45it/s, loss=0.718, pair=0.004, adv=4.047, sprd=0.021]
Ep 043/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:39,  1.45it/s, loss=0.712, pair=0.004, adv=4.091, sprd=0.022]
Ep 043/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.51it/s, loss=0.712, pair=0.004, adv=4.091, sprd=0.022]
Ep 043/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:29,  1.51it/s, loss=0.728, pair=0.003, adv=3.947, sprd=0.022]
Ep 043/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:49,  1.38it/s, loss=0.728, pair=0.003, adv=3.947, sprd=0.022]
Ep 043/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:49,  1.38it/s, loss=0.723, pair=0.030, adv=3.646, sprd=0.018]
Ep 043/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:33,  1.48it/s, loss=0.723, pair=0.030, adv=3.646, sprd=0.018]
Ep 043/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:33,  1.48it/s, loss=0.744, pair=0.004, adv=4.138, sprd=0.025]
Ep 043/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.744, pair=0.004, adv=4.138, sprd=0.025]
Ep 043/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.718, pair=0.005, adv=4.038, sprd=0.023]
Ep 043/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:29,  1.49it/s, loss=0.718, pair=0.005, adv=4.038, sprd=0.023]
Ep 043/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.49it/s, loss=0.734, pair=0.007, adv=4.195, sprd=0.025]
Ep 043/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:37,  1.43it/s, loss=0.734, pair=0.007, adv=4.195, sprd=0.025]
Ep 043/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.742, pair=0.005, adv=3.975, sprd=0.028]
Ep 043/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:28,  1.49it/s, loss=0.742, pair=0.005, adv=3.975, sprd=0.028]
Ep 043/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:28,  1.49it/s, loss=0.708, pair=0.003, adv=3.892, sprd=0.019]
Ep 043/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:32,  1.46it/s, loss=0.708, pair=0.003, adv=3.892, sprd=0.019]
Ep 043/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:32,  1.46it/s, loss=0.734, pair=0.002, adv=3.756, sprd=0.023]
Ep 043/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:26,  1.49it/s, loss=0.734, pair=0.002, adv=3.756, sprd=0.023]
Ep 043/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:26,  1.49it/s, loss=0.723, pair=0.001, adv=3.740, sprd=0.023]
Ep 043/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:30,  1.46it/s, loss=0.723, pair=0.001, adv=3.740, sprd=0.023]
Ep 043/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:30,  1.46it/s, loss=0.753, pair=0.017, adv=3.796, sprd=0.031]
Ep 043/60 [S3:+sens]:   8%|▏  | 26/333 [00:17<03:23,  1.51it/s, loss=0.753, pair=0.017, adv=3.796, sprd=0.031]
Ep 043/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.749, pair=0.005, adv=3.966, sprd=0.031]
Ep 043/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:31,  1.45it/s, loss=0.749, pair=0.005, adv=3.966, sprd=0.031]
Ep 043/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:31,  1.45it/s, loss=0.735, pair=0.004, adv=4.186, sprd=0.027]
Ep 043/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.735, pair=0.004, adv=4.186, sprd=0.027]
Ep 043/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.722, pair=0.004, adv=4.171, sprd=0.022]
Ep 043/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:38,  1.39it/s, loss=0.722, pair=0.004, adv=4.171, sprd=0.022]
Ep 043/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:38,  1.39it/s, loss=0.709, pair=0.000, adv=3.407, sprd=0.018]
Ep 043/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:23,  1.49it/s, loss=0.709, pair=0.000, adv=3.407, sprd=0.018]
Ep 043/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:23,  1.49it/s, loss=0.734, pair=0.000, adv=3.370, sprd=0.023]
Ep 043/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:35,  1.40it/s, loss=0.734, pair=0.000, adv=3.370, sprd=0.023]
Ep 043/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:35,  1.40it/s, loss=0.742, pair=0.006, adv=3.932, sprd=0.026]
Ep 043/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.742, pair=0.006, adv=3.932, sprd=0.026]
Ep 043/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.724, pair=0.000, adv=3.692, sprd=0.024]
Ep 043/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:33,  1.41it/s, loss=0.724, pair=0.000, adv=3.692, sprd=0.024]
Ep 043/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.41it/s, loss=0.712, pair=0.021, adv=3.704, sprd=0.019]
Ep 043/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.51it/s, loss=0.712, pair=0.021, adv=3.704, sprd=0.019]
Ep 043/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.51it/s, loss=0.731, pair=0.003, adv=4.315, sprd=0.021]
Ep 043/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:35,  1.39it/s, loss=0.731, pair=0.003, adv=4.315, sprd=0.021]
Ep 043/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:35,  1.39it/s, loss=0.729, pair=0.006, adv=3.725, sprd=0.026]
Ep 043/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:23,  1.46it/s, loss=0.729, pair=0.006, adv=3.725, sprd=0.026]
Ep 043/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:23,  1.46it/s, loss=0.716, pair=0.002, adv=3.978, sprd=0.019]
Ep 043/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:31,  1.40it/s, loss=0.716, pair=0.002, adv=3.978, sprd=0.019]
Ep 043/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:31,  1.40it/s, loss=0.738, pair=0.018, adv=3.800, sprd=0.025]
Ep 043/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:21,  1.46it/s, loss=0.738, pair=0.018, adv=3.800, sprd=0.025]
Ep 043/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:21,  1.46it/s, loss=0.743, pair=0.017, adv=3.832, sprd=0.024]
Ep 043/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:22,  1.45it/s, loss=0.743, pair=0.017, adv=3.832, sprd=0.024]
Ep 043/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:22,  1.45it/s, loss=0.721, pair=0.011, adv=4.179, sprd=0.021]
Ep 043/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:14,  1.51it/s, loss=0.721, pair=0.011, adv=4.179, sprd=0.021]
Ep 043/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:14,  1.51it/s, loss=0.748, pair=0.006, adv=3.762, sprd=0.026]
Ep 043/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:28,  1.40it/s, loss=0.748, pair=0.006, adv=3.762, sprd=0.026]
Ep 043/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:28,  1.40it/s, loss=0.716, pair=0.022, adv=3.833, sprd=0.019]
Ep 043/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:16,  1.48it/s, loss=0.716, pair=0.022, adv=3.833, sprd=0.019]
Ep 043/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:16,  1.48it/s, loss=0.750, pair=0.006, adv=4.088, sprd=0.025]
Ep 043/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:34,  1.35it/s, loss=0.750, pair=0.006, adv=4.088, sprd=0.025]
Ep 043/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:34,  1.35it/s, loss=0.757, pair=0.012, adv=3.813, sprd=0.029]
Ep 043/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:23,  1.42it/s, loss=0.757, pair=0.012, adv=3.813, sprd=0.029]
Ep 043/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:23,  1.42it/s, loss=0.730, pair=0.008, adv=3.573, sprd=0.024]
Ep 043/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:28,  1.38it/s, loss=0.730, pair=0.008, adv=3.573, sprd=0.024]
Ep 043/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:28,  1.38it/s, loss=0.726, pair=0.001, adv=4.073, sprd=0.022]
Ep 043/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:18,  1.44it/s, loss=0.726, pair=0.001, adv=4.073, sprd=0.022]
Ep 043/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:18,  1.44it/s, loss=0.737, pair=0.000, adv=3.853, sprd=0.024]
Ep 043/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:23,  1.41it/s, loss=0.737, pair=0.000, adv=3.853, sprd=0.024]
Ep 043/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:23,  1.41it/s, loss=0.716, pair=0.000, adv=3.712, sprd=0.020]
Ep 043/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:13,  1.48it/s, loss=0.716, pair=0.000, adv=3.712, sprd=0.020]
Ep 043/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:13,  1.48it/s, loss=0.718, pair=0.004, adv=3.634, sprd=0.021]
Ep 043/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:23,  1.40it/s, loss=0.718, pair=0.004, adv=3.634, sprd=0.021]
Ep 043/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:23,  1.40it/s, loss=0.739, pair=0.001, adv=3.671, sprd=0.026]
Ep 043/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:12,  1.47it/s, loss=0.739, pair=0.001, adv=3.671, sprd=0.026]
Ep 043/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:12,  1.47it/s, loss=0.734, pair=0.003, adv=4.198, sprd=0.024]
Ep 043/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:19,  1.41it/s, loss=0.734, pair=0.003, adv=4.198, sprd=0.024]
Ep 043/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:19,  1.41it/s, loss=0.728, pair=0.001, adv=3.824, sprd=0.025]
Ep 043/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.48it/s, loss=0.728, pair=0.001, adv=3.824, sprd=0.025]
Ep 043/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.48it/s, loss=0.752, pair=0.007, adv=3.840, sprd=0.027]
Ep 043/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:19,  1.41it/s, loss=0.752, pair=0.007, adv=3.840, sprd=0.027]
Ep 043/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:19,  1.41it/s, loss=0.719, pair=0.009, adv=3.888, sprd=0.021]
Ep 043/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:07,  1.48it/s, loss=0.719, pair=0.009, adv=3.888, sprd=0.021]
Ep 043/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:07,  1.48it/s, loss=0.726, pair=0.006, adv=3.911, sprd=0.023]
Ep 043/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.44it/s, loss=0.726, pair=0.006, adv=3.911, sprd=0.023]
Ep 043/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.44it/s, loss=0.702, pair=0.002, adv=3.645, sprd=0.018]
Ep 043/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.702, pair=0.002, adv=3.645, sprd=0.018]
Ep 043/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.727, pair=0.008, adv=3.742, sprd=0.021]
Ep 043/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:14,  1.42it/s, loss=0.727, pair=0.008, adv=3.742, sprd=0.021]
Ep 043/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:14,  1.42it/s, loss=0.726, pair=0.007, adv=3.970, sprd=0.023]
Ep 043/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.48it/s, loss=0.726, pair=0.007, adv=3.970, sprd=0.023]
Ep 043/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.48it/s, loss=0.727, pair=0.004, adv=3.944, sprd=0.025]
Ep 043/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:10,  1.44it/s, loss=0.727, pair=0.004, adv=3.944, sprd=0.025]
Ep 043/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:10,  1.44it/s, loss=0.712, pair=0.003, adv=3.838, sprd=0.021]
Ep 043/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:59,  1.52it/s, loss=0.712, pair=0.003, adv=3.838, sprd=0.021]
Ep 043/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:59,  1.52it/s, loss=0.728, pair=0.001, adv=3.897, sprd=0.021]
Ep 043/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:16,  1.39it/s, loss=0.728, pair=0.001, adv=3.897, sprd=0.021]
Ep 043/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:16,  1.39it/s, loss=0.720, pair=0.001, adv=3.816, sprd=0.023]
Ep 043/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:04,  1.47it/s, loss=0.720, pair=0.001, adv=3.816, sprd=0.023]
Ep 043/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.734, pair=0.002, adv=4.055, sprd=0.026]
Ep 043/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:09,  1.42it/s, loss=0.734, pair=0.002, adv=4.055, sprd=0.026]
Ep 043/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:09,  1.42it/s, loss=0.719, pair=0.006, adv=3.669, sprd=0.022]
Ep 043/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:00,  1.49it/s, loss=0.719, pair=0.006, adv=3.669, sprd=0.022]
Ep 043/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:00,  1.49it/s, loss=0.733, pair=0.003, adv=3.725, sprd=0.023]
Ep 043/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.733, pair=0.003, adv=3.725, sprd=0.023]
Ep 043/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.736, pair=0.001, adv=3.866, sprd=0.027]
Ep 043/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:02,  1.46it/s, loss=0.736, pair=0.001, adv=3.866, sprd=0.027]
Ep 043/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:02,  1.46it/s, loss=0.789, pair=0.000, adv=3.641, sprd=0.022]
Ep 043/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.789, pair=0.000, adv=3.641, sprd=0.022]
Ep 043/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:05,  1.43it/s, loss=0.712, pair=0.001, adv=3.813, sprd=0.021]
Ep 043/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.50it/s, loss=0.712, pair=0.001, adv=3.813, sprd=0.021]
Ep 043/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.50it/s, loss=0.748, pair=0.000, adv=3.680, sprd=0.029]
Ep 043/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:04,  1.43it/s, loss=0.748, pair=0.000, adv=3.680, sprd=0.029]
Ep 043/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:04,  1.43it/s, loss=0.746, pair=0.004, adv=3.862, sprd=0.027]
Ep 043/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:57,  1.48it/s, loss=0.746, pair=0.004, adv=3.862, sprd=0.027]
Ep 043/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:57,  1.48it/s, loss=0.714, pair=0.015, adv=3.993, sprd=0.019]
Ep 043/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.714, pair=0.015, adv=3.993, sprd=0.019]
Ep 043/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.727, pair=0.001, adv=3.929, sprd=0.024]
Ep 043/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:56,  1.48it/s, loss=0.727, pair=0.001, adv=3.929, sprd=0.024]
Ep 043/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.798, pair=0.001, adv=3.922, sprd=0.024]
Ep 043/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.41it/s, loss=0.798, pair=0.001, adv=3.922, sprd=0.024]
Ep 043/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:03,  1.41it/s, loss=0.721, pair=0.022, adv=3.591, sprd=0.020]
Ep 043/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.721, pair=0.022, adv=3.591, sprd=0.020]
Ep 043/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.722, pair=0.006, adv=3.911, sprd=0.020]
Ep 043/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:57,  1.45it/s, loss=0.722, pair=0.006, adv=3.911, sprd=0.020]
Ep 043/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.45it/s, loss=0.723, pair=0.020, adv=3.817, sprd=0.022]
Ep 043/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:49,  1.52it/s, loss=0.723, pair=0.020, adv=3.817, sprd=0.022]
Ep 043/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:49,  1.52it/s, loss=0.720, pair=0.004, adv=4.079, sprd=0.022]
Ep 043/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.720, pair=0.004, adv=4.079, sprd=0.022]
Ep 043/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.703, pair=0.001, adv=3.850, sprd=0.020]
Ep 043/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:46,  1.53it/s, loss=0.703, pair=0.001, adv=3.850, sprd=0.020]
Ep 043/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:46,  1.53it/s, loss=0.725, pair=0.002, adv=3.821, sprd=0.023]
Ep 043/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:52,  1.47it/s, loss=0.725, pair=0.002, adv=3.821, sprd=0.023]
Ep 043/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:52,  1.47it/s, loss=0.739, pair=0.001, adv=3.833, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.739, pair=0.001, adv=3.833, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.724, pair=0.000, adv=3.765, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:53,  1.45it/s, loss=0.724, pair=0.000, adv=3.765, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.707, pair=0.009, adv=3.614, sprd=0.019]
Ep 043/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:44,  1.53it/s, loss=0.707, pair=0.009, adv=3.614, sprd=0.019]
Ep 043/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:44,  1.53it/s, loss=0.747, pair=0.003, adv=3.849, sprd=0.027]
Ep 043/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.43it/s, loss=0.747, pair=0.003, adv=3.849, sprd=0.027]
Ep 043/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.43it/s, loss=0.726, pair=0.004, adv=3.690, sprd=0.025]
Ep 043/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:44,  1.52it/s, loss=0.726, pair=0.004, adv=3.690, sprd=0.025]
Ep 043/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:44,  1.52it/s, loss=0.725, pair=0.001, adv=3.978, sprd=0.019]
Ep 043/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<03:00,  1.37it/s, loss=0.725, pair=0.001, adv=3.978, sprd=0.019]
Ep 043/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<03:00,  1.37it/s, loss=0.734, pair=0.006, adv=3.730, sprd=0.026]
Ep 043/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:49,  1.45it/s, loss=0.734, pair=0.006, adv=3.730, sprd=0.026]
Ep 043/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:49,  1.45it/s, loss=0.809, pair=0.001, adv=3.999, sprd=0.027]
Ep 043/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.809, pair=0.001, adv=3.999, sprd=0.027]
Ep 043/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.706, pair=0.014, adv=3.706, sprd=0.018]
Ep 043/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.706, pair=0.014, adv=3.706, sprd=0.018]
Ep 043/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.724, pair=0.009, adv=3.795, sprd=0.019]
Ep 043/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.724, pair=0.009, adv=3.795, sprd=0.019]
Ep 043/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:49,  1.44it/s, loss=0.717, pair=0.001, adv=3.849, sprd=0.021]
Ep 043/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.717, pair=0.001, adv=3.849, sprd=0.021]
Ep 043/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.716, pair=0.010, adv=3.575, sprd=0.020]
Ep 043/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:47,  1.44it/s, loss=0.716, pair=0.010, adv=3.575, sprd=0.020]
Ep 043/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:47,  1.44it/s, loss=0.742, pair=0.001, adv=3.957, sprd=0.027]
Ep 043/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:41,  1.49it/s, loss=0.742, pair=0.001, adv=3.957, sprd=0.027]
Ep 043/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:41,  1.49it/s, loss=0.733, pair=0.007, adv=4.127, sprd=0.023]
Ep 043/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.733, pair=0.007, adv=4.127, sprd=0.023]
Ep 043/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.722, pair=0.019, adv=3.795, sprd=0.019]
Ep 043/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:39,  1.50it/s, loss=0.722, pair=0.019, adv=3.795, sprd=0.019]
Ep 043/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.731, pair=0.007, adv=3.804, sprd=0.024]
Ep 043/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:49,  1.41it/s, loss=0.731, pair=0.007, adv=3.804, sprd=0.024]
Ep 043/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:49,  1.41it/s, loss=0.752, pair=0.002, adv=3.939, sprd=0.028]
Ep 043/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.46it/s, loss=0.752, pair=0.002, adv=3.939, sprd=0.028]
Ep 043/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.46it/s, loss=0.705, pair=0.013, adv=3.465, sprd=0.019]
Ep 043/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:43,  1.44it/s, loss=0.705, pair=0.013, adv=3.465, sprd=0.019]
Ep 043/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.44it/s, loss=0.731, pair=0.007, adv=3.842, sprd=0.024]
Ep 043/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.50it/s, loss=0.731, pair=0.007, adv=3.842, sprd=0.024]
Ep 043/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.50it/s, loss=0.741, pair=0.010, adv=3.716, sprd=0.026]
Ep 043/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:41,  1.45it/s, loss=0.741, pair=0.010, adv=3.716, sprd=0.026]
Ep 043/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:41,  1.45it/s, loss=0.725, pair=0.004, adv=4.008, sprd=0.023]
Ep 043/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:34,  1.51it/s, loss=0.725, pair=0.004, adv=4.008, sprd=0.023]
Ep 043/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.51it/s, loss=0.708, pair=0.005, adv=3.878, sprd=0.016]
Ep 043/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.46it/s, loss=0.708, pair=0.005, adv=3.878, sprd=0.016]
Ep 043/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.46it/s, loss=0.738, pair=0.000, adv=3.539, sprd=0.025]
Ep 043/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.738, pair=0.000, adv=3.539, sprd=0.025]
Ep 043/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:32,  1.52it/s, loss=0.726, pair=0.007, adv=3.727, sprd=0.023]
Ep 043/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.726, pair=0.007, adv=3.727, sprd=0.023]
Ep 043/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.740, pair=0.005, adv=3.599, sprd=0.025]
Ep 043/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.50it/s, loss=0.740, pair=0.005, adv=3.599, sprd=0.025]
Ep 043/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.50it/s, loss=0.720, pair=0.001, adv=3.566, sprd=0.024]
Ep 043/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:40,  1.42it/s, loss=0.720, pair=0.001, adv=3.566, sprd=0.024]
Ep 043/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:40,  1.42it/s, loss=0.732, pair=0.003, adv=3.682, sprd=0.025]
Ep 043/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.732, pair=0.003, adv=3.682, sprd=0.025]
Ep 043/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.716, pair=0.015, adv=3.731, sprd=0.017]
Ep 043/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:36,  1.44it/s, loss=0.716, pair=0.015, adv=3.731, sprd=0.017]
Ep 043/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:36,  1.44it/s, loss=0.712, pair=0.003, adv=3.778, sprd=0.019]
Ep 043/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.51it/s, loss=0.712, pair=0.003, adv=3.778, sprd=0.019]
Ep 043/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:28,  1.51it/s, loss=0.709, pair=0.007, adv=3.585, sprd=0.016]
Ep 043/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:34,  1.45it/s, loss=0.709, pair=0.007, adv=3.585, sprd=0.016]
Ep 043/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:34,  1.45it/s, loss=0.751, pair=0.007, adv=3.719, sprd=0.030]
Ep 043/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:30,  1.49it/s, loss=0.751, pair=0.007, adv=3.719, sprd=0.030]
Ep 043/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.49it/s, loss=0.739, pair=0.036, adv=3.936, sprd=0.024]
Ep 043/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.43it/s, loss=0.739, pair=0.036, adv=3.936, sprd=0.024]
Ep 043/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.724, pair=0.014, adv=3.962, sprd=0.020]
Ep 043/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:25,  1.52it/s, loss=0.724, pair=0.014, adv=3.962, sprd=0.020]
Ep 043/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:25,  1.52it/s, loss=0.742, pair=0.005, adv=3.751, sprd=0.026]
Ep 043/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:31,  1.45it/s, loss=0.742, pair=0.005, adv=3.751, sprd=0.026]
Ep 043/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:31,  1.45it/s, loss=0.743, pair=0.000, adv=3.773, sprd=0.028]
Ep 043/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.743, pair=0.000, adv=3.773, sprd=0.028]
Ep 043/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.50it/s, loss=0.793, pair=0.006, adv=3.639, sprd=0.022]
Ep 043/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.793, pair=0.006, adv=3.639, sprd=0.022]
Ep 043/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.715, pair=0.001, adv=3.652, sprd=0.022]
Ep 043/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:24,  1.50it/s, loss=0.715, pair=0.001, adv=3.652, sprd=0.022]
Ep 043/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.50it/s, loss=0.733, pair=0.008, adv=3.681, sprd=0.027]
Ep 043/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:30,  1.44it/s, loss=0.733, pair=0.008, adv=3.681, sprd=0.027]
Ep 043/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:30,  1.44it/s, loss=0.705, pair=0.009, adv=3.963, sprd=0.019]
Ep 043/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.705, pair=0.009, adv=3.963, sprd=0.019]
Ep 043/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.727, pair=0.003, adv=4.039, sprd=0.023]
Ep 043/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:26,  1.46it/s, loss=0.727, pair=0.003, adv=4.039, sprd=0.023]
Ep 043/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:26,  1.46it/s, loss=0.702, pair=0.002, adv=3.879, sprd=0.018]
Ep 043/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:18,  1.54it/s, loss=0.702, pair=0.002, adv=3.879, sprd=0.018]
Ep 043/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:18,  1.54it/s, loss=0.730, pair=0.007, adv=3.945, sprd=0.022]
Ep 043/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:31,  1.40it/s, loss=0.730, pair=0.007, adv=3.945, sprd=0.022]
Ep 043/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:31,  1.40it/s, loss=0.723, pair=0.024, adv=3.965, sprd=0.021]
Ep 043/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:22,  1.49it/s, loss=0.723, pair=0.024, adv=3.965, sprd=0.021]
Ep 043/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.49it/s, loss=0.725, pair=0.034, adv=3.769, sprd=0.020]
Ep 043/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.43it/s, loss=0.725, pair=0.034, adv=3.769, sprd=0.020]
Ep 043/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.732, pair=0.025, adv=3.886, sprd=0.023]
Ep 043/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.49it/s, loss=0.732, pair=0.025, adv=3.886, sprd=0.023]
Ep 043/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:20,  1.49it/s, loss=0.747, pair=0.015, adv=4.016, sprd=0.024]
Ep 043/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:29,  1.39it/s, loss=0.747, pair=0.015, adv=4.016, sprd=0.024]
Ep 043/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:29,  1.39it/s, loss=0.713, pair=0.003, adv=3.613, sprd=0.021]
Ep 043/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:19,  1.48it/s, loss=0.713, pair=0.003, adv=3.613, sprd=0.021]
Ep 043/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:19,  1.48it/s, loss=0.726, pair=0.001, adv=3.754, sprd=0.023]
Ep 043/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:26,  1.41it/s, loss=0.726, pair=0.001, adv=3.754, sprd=0.023]
Ep 043/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:26,  1.41it/s, loss=0.722, pair=0.010, adv=3.985, sprd=0.020]
Ep 043/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:19,  1.47it/s, loss=0.722, pair=0.010, adv=3.985, sprd=0.020]
Ep 043/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:19,  1.47it/s, loss=0.727, pair=0.011, adv=3.629, sprd=0.021]
Ep 043/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.727, pair=0.011, adv=3.629, sprd=0.021]
Ep 043/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.723, pair=0.004, adv=4.200, sprd=0.024]
Ep 043/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.49it/s, loss=0.723, pair=0.004, adv=4.200, sprd=0.024]
Ep 043/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.760, pair=0.001, adv=3.677, sprd=0.031]
Ep 043/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:21,  1.42it/s, loss=0.760, pair=0.001, adv=3.677, sprd=0.031]
Ep 043/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:21,  1.42it/s, loss=0.755, pair=0.008, adv=3.348, sprd=0.027]
Ep 043/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:17,  1.46it/s, loss=0.755, pair=0.008, adv=3.348, sprd=0.027]
Ep 043/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.700, pair=0.000, adv=3.755, sprd=0.016]
Ep 043/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:25,  1.38it/s, loss=0.700, pair=0.000, adv=3.755, sprd=0.016]
Ep 043/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:25,  1.38it/s, loss=0.704, pair=0.002, adv=3.710, sprd=0.018]
Ep 043/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.704, pair=0.002, adv=3.710, sprd=0.018]
Ep 043/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:15,  1.47it/s, loss=0.717, pair=0.003, adv=3.532, sprd=0.021]
Ep 043/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.717, pair=0.003, adv=3.532, sprd=0.021]
Ep 043/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.722, pair=0.001, adv=3.741, sprd=0.023]
Ep 043/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:13,  1.48it/s, loss=0.722, pair=0.001, adv=3.741, sprd=0.023]
Ep 043/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:13,  1.48it/s, loss=0.704, pair=0.002, adv=3.392, sprd=0.016]
Ep 043/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.704, pair=0.002, adv=3.392, sprd=0.016]
Ep 043/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.726, pair=0.003, adv=3.633, sprd=0.022]
Ep 043/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.49it/s, loss=0.726, pair=0.003, adv=3.633, sprd=0.022]
Ep 043/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.814, pair=0.005, adv=3.831, sprd=0.027]
Ep 043/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:15,  1.44it/s, loss=0.814, pair=0.005, adv=3.831, sprd=0.027]
Ep 043/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.44it/s, loss=0.736, pair=0.024, adv=3.575, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.736, pair=0.024, adv=3.575, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.734, pair=0.006, adv=3.746, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.734, pair=0.006, adv=3.746, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.741, pair=0.001, adv=3.764, sprd=0.028]
Ep 043/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:09,  1.48it/s, loss=0.741, pair=0.001, adv=3.764, sprd=0.028]
Ep 043/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.799, pair=0.001, adv=3.840, sprd=0.025]
Ep 043/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.42it/s, loss=0.799, pair=0.001, adv=3.840, sprd=0.025]
Ep 043/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.42it/s, loss=0.690, pair=0.004, adv=3.681, sprd=0.016]
Ep 043/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:05,  1.50it/s, loss=0.690, pair=0.004, adv=3.681, sprd=0.016]
Ep 043/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:05,  1.50it/s, loss=0.733, pair=0.000, adv=3.779, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:11,  1.43it/s, loss=0.733, pair=0.000, adv=3.779, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=0.721, pair=0.001, adv=3.842, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.721, pair=0.001, adv=3.842, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:04,  1.50it/s, loss=0.758, pair=0.005, adv=3.811, sprd=0.018]
Ep 043/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.41it/s, loss=0.758, pair=0.005, adv=3.811, sprd=0.018]
Ep 043/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.41it/s, loss=0.727, pair=0.014, adv=3.861, sprd=0.024]
Ep 043/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:04,  1.48it/s, loss=0.727, pair=0.014, adv=3.861, sprd=0.024]
Ep 043/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.48it/s, loss=0.719, pair=0.003, adv=3.839, sprd=0.020]
Ep 043/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.44it/s, loss=0.719, pair=0.003, adv=3.839, sprd=0.020]
Ep 043/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.44it/s, loss=0.734, pair=0.008, adv=3.788, sprd=0.023]
Ep 043/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.48it/s, loss=0.734, pair=0.008, adv=3.788, sprd=0.023]
Ep 043/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:03,  1.48it/s, loss=0.736, pair=0.008, adv=3.811, sprd=0.023]
Ep 043/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:09,  1.41it/s, loss=0.736, pair=0.008, adv=3.811, sprd=0.023]
Ep 043/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:09,  1.41it/s, loss=0.729, pair=0.005, adv=3.688, sprd=0.024]
Ep 043/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.47it/s, loss=0.729, pair=0.005, adv=3.688, sprd=0.024]
Ep 043/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.47it/s, loss=0.722, pair=0.000, adv=3.626, sprd=0.023]
Ep 043/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:07,  1.41it/s, loss=0.722, pair=0.000, adv=3.626, sprd=0.023]
Ep 043/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:07,  1.41it/s, loss=0.719, pair=0.000, adv=3.951, sprd=0.020]
Ep 043/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.48it/s, loss=0.719, pair=0.000, adv=3.951, sprd=0.020]
Ep 043/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.48it/s, loss=0.710, pair=0.000, adv=4.022, sprd=0.018]
Ep 043/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:03,  1.44it/s, loss=0.710, pair=0.000, adv=4.022, sprd=0.018]
Ep 043/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.727, pair=0.005, adv=3.764, sprd=0.023]
Ep 043/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:56,  1.53it/s, loss=0.727, pair=0.005, adv=3.764, sprd=0.023]
Ep 043/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:56,  1.53it/s, loss=0.739, pair=0.007, adv=3.714, sprd=0.027]
Ep 043/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.44it/s, loss=0.739, pair=0.007, adv=3.714, sprd=0.027]
Ep 043/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.44it/s, loss=0.733, pair=0.002, adv=3.359, sprd=0.024]
Ep 043/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:56,  1.50it/s, loss=0.733, pair=0.002, adv=3.359, sprd=0.024]
Ep 043/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:56,  1.50it/s, loss=0.817, pair=0.004, adv=3.764, sprd=0.027]
Ep 043/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.817, pair=0.004, adv=3.764, sprd=0.027]
Ep 043/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:03,  1.41it/s, loss=0.698, pair=0.004, adv=3.580, sprd=0.019]
Ep 043/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.698, pair=0.004, adv=3.580, sprd=0.019]
Ep 043/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.751, pair=0.008, adv=3.843, sprd=0.029]
Ep 043/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.42it/s, loss=0.751, pair=0.008, adv=3.843, sprd=0.029]
Ep 043/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.42it/s, loss=0.702, pair=0.006, adv=3.499, sprd=0.016]
Ep 043/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.51it/s, loss=0.702, pair=0.006, adv=3.499, sprd=0.016]
Ep 043/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:52,  1.51it/s, loss=0.722, pair=0.000, adv=3.546, sprd=0.020]
Ep 043/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.39it/s, loss=0.722, pair=0.000, adv=3.546, sprd=0.020]
Ep 043/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.39it/s, loss=0.728, pair=0.003, adv=3.913, sprd=0.025]
Ep 043/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:55,  1.46it/s, loss=0.728, pair=0.003, adv=3.913, sprd=0.025]
Ep 043/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.46it/s, loss=0.725, pair=0.000, adv=3.972, sprd=0.024]
Ep 043/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.42it/s, loss=0.725, pair=0.000, adv=3.972, sprd=0.024]
Ep 043/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:58,  1.42it/s, loss=0.740, pair=0.003, adv=4.123, sprd=0.025]
Ep 043/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.740, pair=0.003, adv=4.123, sprd=0.025]
Ep 043/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:53,  1.47it/s, loss=0.723, pair=0.000, adv=4.018, sprd=0.023]
Ep 043/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.723, pair=0.000, adv=4.018, sprd=0.023]
Ep 043/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.715, pair=0.000, adv=3.974, sprd=0.021]
Ep 043/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.48it/s, loss=0.715, pair=0.000, adv=3.974, sprd=0.021]
Ep 043/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.48it/s, loss=0.706, pair=0.003, adv=3.704, sprd=0.019]
Ep 043/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.706, pair=0.003, adv=3.704, sprd=0.019]
Ep 043/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.721, pair=0.005, adv=3.580, sprd=0.019]
Ep 043/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.51it/s, loss=0.721, pair=0.005, adv=3.580, sprd=0.019]
Ep 043/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.736, pair=0.002, adv=4.049, sprd=0.027]
Ep 043/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:54,  1.41it/s, loss=0.736, pair=0.002, adv=4.049, sprd=0.027]
Ep 043/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.41it/s, loss=0.752, pair=0.008, adv=3.770, sprd=0.028]
Ep 043/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:50,  1.46it/s, loss=0.752, pair=0.008, adv=3.770, sprd=0.028]
Ep 043/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:50,  1.46it/s, loss=0.715, pair=0.001, adv=4.162, sprd=0.024]
Ep 043/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.715, pair=0.001, adv=4.162, sprd=0.024]
Ep 043/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.739, pair=0.006, adv=3.838, sprd=0.028]
Ep 043/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:47,  1.48it/s, loss=0.739, pair=0.006, adv=3.838, sprd=0.028]
Ep 043/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.48it/s, loss=0.738, pair=0.005, adv=4.134, sprd=0.026]
Ep 043/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.738, pair=0.005, adv=4.134, sprd=0.026]
Ep 043/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.728, pair=0.005, adv=4.172, sprd=0.026]
Ep 043/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.728, pair=0.005, adv=4.172, sprd=0.026]
Ep 043/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.716, pair=0.003, adv=3.448, sprd=0.024]
Ep 043/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:48,  1.43it/s, loss=0.716, pair=0.003, adv=3.448, sprd=0.024]
Ep 043/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.43it/s, loss=0.744, pair=0.002, adv=3.851, sprd=0.029]
Ep 043/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.744, pair=0.002, adv=3.851, sprd=0.029]
Ep 043/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.807, pair=0.007, adv=3.655, sprd=0.027]
Ep 043/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.807, pair=0.007, adv=3.655, sprd=0.027]
Ep 043/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.710, pair=0.002, adv=3.763, sprd=0.020]
Ep 043/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:40,  1.52it/s, loss=0.710, pair=0.002, adv=3.763, sprd=0.020]
Ep 043/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:40,  1.52it/s, loss=0.705, pair=0.012, adv=3.606, sprd=0.014]
Ep 043/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:45,  1.44it/s, loss=0.705, pair=0.012, adv=3.606, sprd=0.014]
Ep 043/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.760, pair=0.060, adv=3.454, sprd=0.024]
Ep 043/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.760, pair=0.060, adv=3.454, sprd=0.024]
Ep 043/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:41,  1.49it/s, loss=0.755, pair=0.020, adv=3.645, sprd=0.026]
Ep 043/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:49,  1.37it/s, loss=0.755, pair=0.020, adv=3.645, sprd=0.026]
Ep 043/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:49,  1.37it/s, loss=0.737, pair=0.018, adv=3.678, sprd=0.028]
Ep 043/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:42,  1.45it/s, loss=0.737, pair=0.018, adv=3.678, sprd=0.028]
Ep 043/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:42,  1.45it/s, loss=0.735, pair=0.007, adv=3.595, sprd=0.024]
Ep 043/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.735, pair=0.007, adv=3.595, sprd=0.024]
Ep 043/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.42it/s, loss=0.731, pair=0.005, adv=3.569, sprd=0.023]
Ep 043/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.731, pair=0.005, adv=3.569, sprd=0.023]
Ep 043/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.751, pair=0.001, adv=3.954, sprd=0.032]
Ep 043/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:42,  1.43it/s, loss=0.751, pair=0.001, adv=3.954, sprd=0.032]
Ep 043/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:42,  1.43it/s, loss=0.743, pair=0.000, adv=3.864, sprd=0.027]
Ep 043/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.48it/s, loss=0.743, pair=0.000, adv=3.864, sprd=0.027]
Ep 043/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:37,  1.48it/s, loss=0.722, pair=0.018, adv=3.685, sprd=0.023]
Ep 043/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.41it/s, loss=0.722, pair=0.018, adv=3.685, sprd=0.023]
Ep 043/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.41it/s, loss=0.738, pair=0.027, adv=4.064, sprd=0.025]
Ep 043/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.48it/s, loss=0.738, pair=0.027, adv=4.064, sprd=0.025]
Ep 043/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.712, pair=0.016, adv=3.870, sprd=0.021]
Ep 043/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.712, pair=0.016, adv=3.870, sprd=0.021]
Ep 043/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.710, pair=0.002, adv=3.899, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:33,  1.50it/s, loss=0.710, pair=0.002, adv=3.899, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:33,  1.50it/s, loss=0.745, pair=0.010, adv=3.955, sprd=0.027]
Ep 043/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.745, pair=0.010, adv=3.955, sprd=0.027]
Ep 043/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.711, pair=0.029, adv=3.857, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.711, pair=0.029, adv=3.857, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.744, pair=0.015, adv=4.055, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.744, pair=0.015, adv=4.055, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.730, pair=0.012, adv=4.266, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.50it/s, loss=0.730, pair=0.012, adv=4.266, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.741, pair=0.011, adv=3.690, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:36,  1.41it/s, loss=0.741, pair=0.011, adv=3.690, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:36,  1.41it/s, loss=0.725, pair=0.001, adv=3.889, sprd=0.023]
Ep 043/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.48it/s, loss=0.725, pair=0.001, adv=3.889, sprd=0.023]
Ep 043/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:31,  1.48it/s, loss=0.766, pair=0.005, adv=3.829, sprd=0.034]
Ep 043/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.41it/s, loss=0.766, pair=0.005, adv=3.829, sprd=0.034]
Ep 043/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.41it/s, loss=0.705, pair=0.000, adv=3.639, sprd=0.020]
Ep 043/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.705, pair=0.000, adv=3.639, sprd=0.020]
Ep 043/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.727, pair=0.006, adv=3.973, sprd=0.021]
Ep 043/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.40it/s, loss=0.727, pair=0.006, adv=3.973, sprd=0.021]
Ep 043/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.40it/s, loss=0.740, pair=0.003, adv=3.873, sprd=0.026]
Ep 043/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:28,  1.48it/s, loss=0.740, pair=0.003, adv=3.873, sprd=0.026]
Ep 043/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.48it/s, loss=0.786, pair=0.000, adv=3.580, sprd=0.021]
Ep 043/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.44it/s, loss=0.786, pair=0.000, adv=3.580, sprd=0.021]
Ep 043/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.719, pair=0.020, adv=3.645, sprd=0.022]
Ep 043/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:24,  1.52it/s, loss=0.719, pair=0.020, adv=3.645, sprd=0.022]
Ep 043/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:24,  1.52it/s, loss=0.709, pair=0.005, adv=3.670, sprd=0.020]
Ep 043/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.46it/s, loss=0.709, pair=0.005, adv=3.670, sprd=0.020]
Ep 043/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.46it/s, loss=0.730, pair=0.009, adv=4.105, sprd=0.023]
Ep 043/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.52it/s, loss=0.730, pair=0.009, adv=4.105, sprd=0.023]
Ep 043/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.52it/s, loss=0.759, pair=0.003, adv=3.804, sprd=0.027]
Ep 043/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.44it/s, loss=0.759, pair=0.003, adv=3.804, sprd=0.027]
Ep 043/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.44it/s, loss=0.722, pair=0.005, adv=4.063, sprd=0.021]
Ep 043/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.51it/s, loss=0.722, pair=0.005, adv=4.063, sprd=0.021]
Ep 043/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.51it/s, loss=0.744, pair=0.000, adv=4.055, sprd=0.026]
Ep 043/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:30,  1.37it/s, loss=0.744, pair=0.000, adv=4.055, sprd=0.026]
Ep 043/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.37it/s, loss=0.720, pair=0.003, adv=3.757, sprd=0.022]
Ep 043/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:24,  1.45it/s, loss=0.720, pair=0.003, adv=3.757, sprd=0.022]
Ep 043/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.45it/s, loss=0.728, pair=0.000, adv=4.051, sprd=0.024]
Ep 043/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.41it/s, loss=0.728, pair=0.000, adv=4.051, sprd=0.024]
Ep 043/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.41it/s, loss=0.713, pair=0.002, adv=4.067, sprd=0.020]
Ep 043/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.713, pair=0.002, adv=4.067, sprd=0.020]
Ep 043/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.710, pair=0.007, adv=3.534, sprd=0.018]
Ep 043/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.43it/s, loss=0.710, pair=0.007, adv=3.534, sprd=0.018]
Ep 043/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.43it/s, loss=0.707, pair=0.011, adv=3.659, sprd=0.018]
Ep 043/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.707, pair=0.011, adv=3.659, sprd=0.018]
Ep 043/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.750, pair=0.005, adv=3.701, sprd=0.028]
Ep 043/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:21,  1.44it/s, loss=0.750, pair=0.005, adv=3.701, sprd=0.028]
Ep 043/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.711, pair=0.006, adv=3.982, sprd=0.019]
Ep 043/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.52it/s, loss=0.711, pair=0.006, adv=3.982, sprd=0.019]
Ep 043/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.52it/s, loss=0.726, pair=0.016, adv=3.931, sprd=0.022]
Ep 043/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.45it/s, loss=0.726, pair=0.016, adv=3.931, sprd=0.022]
Ep 043/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.45it/s, loss=0.708, pair=0.002, adv=4.099, sprd=0.018]
Ep 043/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.51it/s, loss=0.708, pair=0.002, adv=4.099, sprd=0.018]
Ep 043/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.731, pair=0.008, adv=3.782, sprd=0.022]
Ep 043/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.43it/s, loss=0.731, pair=0.008, adv=3.782, sprd=0.022]
Ep 043/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.714, pair=0.005, adv=3.794, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.714, pair=0.005, adv=3.794, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.724, pair=0.004, adv=3.480, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.724, pair=0.004, adv=3.480, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.738, pair=0.010, adv=3.674, sprd=0.027]
Ep 043/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.50it/s, loss=0.738, pair=0.010, adv=3.674, sprd=0.027]
Ep 043/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.50it/s, loss=0.694, pair=0.006, adv=3.221, sprd=0.019]
Ep 043/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.47it/s, loss=0.694, pair=0.006, adv=3.221, sprd=0.019]
Ep 043/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.47it/s, loss=0.712, pair=0.004, adv=4.154, sprd=0.020]
Ep 043/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.53it/s, loss=0.712, pair=0.004, adv=4.154, sprd=0.020]
Ep 043/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:11,  1.53it/s, loss=0.723, pair=0.001, adv=4.148, sprd=0.021]
Ep 043/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:17,  1.39it/s, loss=0.723, pair=0.001, adv=4.148, sprd=0.021]
Ep 043/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:17,  1.39it/s, loss=0.732, pair=0.005, adv=3.778, sprd=0.025]
Ep 043/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.47it/s, loss=0.732, pair=0.005, adv=3.778, sprd=0.025]
Ep 043/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.802, pair=0.002, adv=3.798, sprd=0.026]
Ep 043/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.39it/s, loss=0.802, pair=0.002, adv=3.798, sprd=0.026]
Ep 043/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.39it/s, loss=0.711, pair=0.005, adv=3.602, sprd=0.020]
Ep 043/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.48it/s, loss=0.711, pair=0.005, adv=3.602, sprd=0.020]
Ep 043/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.48it/s, loss=0.732, pair=0.010, adv=3.807, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.43it/s, loss=0.732, pair=0.010, adv=3.807, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.43it/s, loss=0.714, pair=0.004, adv=4.014, sprd=0.021]
Ep 043/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.49it/s, loss=0.714, pair=0.004, adv=4.014, sprd=0.021]
Ep 043/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.49it/s, loss=0.725, pair=0.006, adv=3.844, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:13,  1.39it/s, loss=0.725, pair=0.006, adv=3.844, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.746, pair=0.002, adv=4.054, sprd=0.027]
Ep 043/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:09,  1.46it/s, loss=0.746, pair=0.002, adv=4.054, sprd=0.027]
Ep 043/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.46it/s, loss=0.738, pair=0.004, adv=3.648, sprd=0.025]
Ep 043/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.41it/s, loss=0.738, pair=0.004, adv=3.648, sprd=0.025]
Ep 043/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.41it/s, loss=0.730, pair=0.001, adv=3.537, sprd=0.026]
Ep 043/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:06,  1.48it/s, loss=0.730, pair=0.001, adv=3.537, sprd=0.026]
Ep 043/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.48it/s, loss=0.734, pair=0.005, adv=3.935, sprd=0.025]
Ep 043/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:11,  1.37it/s, loss=0.734, pair=0.005, adv=3.935, sprd=0.025]
Ep 043/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:11,  1.37it/s, loss=0.735, pair=0.006, adv=3.876, sprd=0.027]
Ep 043/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:07,  1.44it/s, loss=0.735, pair=0.006, adv=3.876, sprd=0.027]
Ep 043/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:07,  1.44it/s, loss=0.734, pair=0.007, adv=3.767, sprd=0.024]
Ep 043/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:09,  1.39it/s, loss=0.734, pair=0.007, adv=3.767, sprd=0.024]
Ep 043/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:09,  1.39it/s, loss=0.725, pair=0.004, adv=4.022, sprd=0.022]
Ep 043/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:05,  1.46it/s, loss=0.725, pair=0.004, adv=4.022, sprd=0.022]
Ep 043/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:05,  1.46it/s, loss=0.729, pair=0.007, adv=3.797, sprd=0.022]
Ep 043/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.42it/s, loss=0.729, pair=0.007, adv=3.797, sprd=0.022]
Ep 043/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.42it/s, loss=0.739, pair=0.000, adv=4.013, sprd=0.026]
Ep 043/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.739, pair=0.000, adv=4.013, sprd=0.026]
Ep 043/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.715, pair=0.000, adv=3.868, sprd=0.020]
Ep 043/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.42it/s, loss=0.715, pair=0.000, adv=3.868, sprd=0.020]
Ep 043/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.732, pair=0.000, adv=4.133, sprd=0.027]
Ep 043/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.732, pair=0.000, adv=4.133, sprd=0.027]
Ep 043/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.48it/s, loss=0.716, pair=0.001, adv=4.198, sprd=0.018]
Ep 043/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:04,  1.39it/s, loss=0.716, pair=0.001, adv=4.198, sprd=0.018]
Ep 043/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:04,  1.39it/s, loss=0.724, pair=0.008, adv=4.055, sprd=0.023]
Ep 043/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<01:00,  1.48it/s, loss=0.724, pair=0.008, adv=4.055, sprd=0.023]
Ep 043/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.729, pair=0.001, adv=3.930, sprd=0.022]
Ep 043/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:05,  1.35it/s, loss=0.729, pair=0.001, adv=3.930, sprd=0.022]
Ep 043/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:05,  1.35it/s, loss=0.733, pair=0.004, adv=3.644, sprd=0.023]
Ep 043/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<01:00,  1.43it/s, loss=0.733, pair=0.004, adv=3.644, sprd=0.023]
Ep 043/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<01:00,  1.43it/s, loss=0.741, pair=0.001, adv=3.794, sprd=0.026]
Ep 043/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.38it/s, loss=0.741, pair=0.001, adv=3.794, sprd=0.026]
Ep 043/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.38it/s, loss=0.695, pair=0.003, adv=3.777, sprd=0.016]
Ep 043/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.47it/s, loss=0.695, pair=0.003, adv=3.777, sprd=0.016]
Ep 043/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.726, pair=0.001, adv=3.854, sprd=0.023]
Ep 043/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.726, pair=0.001, adv=3.854, sprd=0.023]
Ep 043/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.41it/s, loss=0.721, pair=0.002, adv=3.738, sprd=0.023]
Ep 043/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.721, pair=0.002, adv=3.738, sprd=0.023]
Ep 043/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.720, pair=0.001, adv=3.779, sprd=0.022]
Ep 043/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:58,  1.41it/s, loss=0.720, pair=0.001, adv=3.779, sprd=0.022]
Ep 043/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.41it/s, loss=0.716, pair=0.002, adv=3.859, sprd=0.020]
Ep 043/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.48it/s, loss=0.716, pair=0.002, adv=3.859, sprd=0.020]
Ep 043/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.48it/s, loss=0.739, pair=0.004, adv=4.148, sprd=0.025]
Ep 043/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.739, pair=0.004, adv=4.148, sprd=0.025]
Ep 043/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.709, pair=0.002, adv=3.886, sprd=0.020]
Ep 043/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.50it/s, loss=0.709, pair=0.002, adv=3.886, sprd=0.020]
Ep 043/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.731, pair=0.003, adv=4.063, sprd=0.023]
Ep 043/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.42it/s, loss=0.731, pair=0.003, adv=4.063, sprd=0.023]
Ep 043/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.42it/s, loss=0.727, pair=0.001, adv=3.878, sprd=0.023]
Ep 043/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.727, pair=0.001, adv=3.878, sprd=0.023]
Ep 043/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.732, pair=0.001, adv=3.659, sprd=0.024]
Ep 043/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.44it/s, loss=0.732, pair=0.001, adv=3.659, sprd=0.024]
Ep 043/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.44it/s, loss=0.721, pair=0.011, adv=3.841, sprd=0.019]
Ep 043/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.50it/s, loss=0.721, pair=0.011, adv=3.841, sprd=0.019]
Ep 043/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.50it/s, loss=0.719, pair=0.001, adv=3.941, sprd=0.023]
Ep 043/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.719, pair=0.001, adv=3.941, sprd=0.023]
Ep 043/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.705, pair=0.004, adv=3.990, sprd=0.020]
Ep 043/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.50it/s, loss=0.705, pair=0.004, adv=3.990, sprd=0.020]
Ep 043/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.50it/s, loss=0.703, pair=0.003, adv=3.600, sprd=0.016]
Ep 043/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.44it/s, loss=0.703, pair=0.003, adv=3.600, sprd=0.016]
Ep 043/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.44it/s, loss=0.728, pair=0.005, adv=3.735, sprd=0.024]
Ep 043/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.728, pair=0.005, adv=3.735, sprd=0.024]
Ep 043/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.51it/s, loss=0.741, pair=0.004, adv=3.880, sprd=0.023]
Ep 043/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.44it/s, loss=0.741, pair=0.004, adv=3.880, sprd=0.023]
Ep 043/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.44it/s, loss=0.705, pair=0.003, adv=3.876, sprd=0.017]
Ep 043/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.52it/s, loss=0.705, pair=0.003, adv=3.876, sprd=0.017]
Ep 043/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.717, pair=0.002, adv=4.065, sprd=0.020]
Ep 043/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:46,  1.46it/s, loss=0.717, pair=0.002, adv=4.065, sprd=0.020]
Ep 043/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:46,  1.46it/s, loss=0.718, pair=0.000, adv=4.013, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.52it/s, loss=0.718, pair=0.000, adv=4.013, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.52it/s, loss=0.732, pair=0.002, adv=4.265, sprd=0.024]
Ep 043/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:45,  1.46it/s, loss=0.732, pair=0.002, adv=4.265, sprd=0.024]
Ep 043/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.46it/s, loss=0.715, pair=0.001, adv=3.678, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:42,  1.54it/s, loss=0.715, pair=0.001, adv=3.678, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:42,  1.54it/s, loss=0.703, pair=0.019, adv=4.145, sprd=0.015]
Ep 043/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:43,  1.49it/s, loss=0.703, pair=0.019, adv=4.145, sprd=0.015]
Ep 043/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:43,  1.49it/s, loss=0.722, pair=0.011, adv=3.753, sprd=0.022]
Ep 043/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:40,  1.54it/s, loss=0.722, pair=0.011, adv=3.753, sprd=0.022]
Ep 043/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:40,  1.54it/s, loss=0.729, pair=0.009, adv=3.668, sprd=0.022]
Ep 043/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.44it/s, loss=0.729, pair=0.009, adv=3.668, sprd=0.022]
Ep 043/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:42,  1.44it/s, loss=0.717, pair=0.010, adv=3.920, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.52it/s, loss=0.717, pair=0.010, adv=3.920, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.52it/s, loss=0.710, pair=0.004, adv=3.691, sprd=0.017]
Ep 043/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.710, pair=0.004, adv=3.691, sprd=0.017]
Ep 043/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.711, pair=0.004, adv=3.656, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.711, pair=0.004, adv=3.656, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.50it/s, loss=0.713, pair=0.000, adv=3.941, sprd=0.020]
Ep 043/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.713, pair=0.000, adv=3.941, sprd=0.020]
Ep 043/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.744, pair=0.004, adv=3.949, sprd=0.028]
Ep 043/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.49it/s, loss=0.744, pair=0.004, adv=3.949, sprd=0.028]
Ep 043/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.49it/s, loss=0.723, pair=0.006, adv=3.823, sprd=0.023]
Ep 043/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.47it/s, loss=0.723, pair=0.006, adv=3.823, sprd=0.023]
Ep 043/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:38,  1.47it/s, loss=0.716, pair=0.003, adv=3.648, sprd=0.019]
Ep 043/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:35,  1.53it/s, loss=0.716, pair=0.003, adv=3.648, sprd=0.019]
Ep 043/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:35,  1.53it/s, loss=0.744, pair=0.001, adv=4.009, sprd=0.029]
Ep 043/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.45it/s, loss=0.744, pair=0.001, adv=4.009, sprd=0.029]
Ep 043/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.45it/s, loss=0.735, pair=0.001, adv=3.631, sprd=0.025]
Ep 043/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.735, pair=0.001, adv=3.631, sprd=0.025]
Ep 043/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.804, pair=0.006, adv=4.012, sprd=0.026]
Ep 043/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.45it/s, loss=0.804, pair=0.006, adv=4.012, sprd=0.026]
Ep 043/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.45it/s, loss=0.707, pair=0.003, adv=3.750, sprd=0.017]
Ep 043/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.51it/s, loss=0.707, pair=0.003, adv=3.750, sprd=0.017]
Ep 043/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.51it/s, loss=0.803, pair=0.004, adv=3.574, sprd=0.027]
Ep 043/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.43it/s, loss=0.803, pair=0.004, adv=3.574, sprd=0.027]
Ep 043/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.43it/s, loss=0.717, pair=0.003, adv=3.425, sprd=0.020]
Ep 043/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.717, pair=0.003, adv=3.425, sprd=0.020]
Ep 043/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.742, pair=0.004, adv=3.724, sprd=0.026]
Ep 043/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.43it/s, loss=0.742, pair=0.004, adv=3.724, sprd=0.026]
Ep 043/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.727, pair=0.002, adv=3.707, sprd=0.024]
Ep 043/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.50it/s, loss=0.727, pair=0.002, adv=3.707, sprd=0.024]
Ep 043/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.50it/s, loss=0.720, pair=0.001, adv=3.437, sprd=0.019]
Ep 043/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.40it/s, loss=0.720, pair=0.001, adv=3.437, sprd=0.019]
Ep 043/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.40it/s, loss=0.699, pair=0.003, adv=3.585, sprd=0.017]
Ep 043/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.49it/s, loss=0.699, pair=0.003, adv=3.585, sprd=0.017]
Ep 043/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.737, pair=0.008, adv=4.139, sprd=0.026]
Ep 043/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.42it/s, loss=0.737, pair=0.008, adv=4.139, sprd=0.026]
Ep 043/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.42it/s, loss=0.706, pair=0.007, adv=3.871, sprd=0.019]
Ep 043/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.706, pair=0.007, adv=3.871, sprd=0.019]
Ep 043/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.712, pair=0.004, adv=3.676, sprd=0.021]
Ep 043/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.712, pair=0.004, adv=3.676, sprd=0.021]
Ep 043/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.728, pair=0.002, adv=3.430, sprd=0.023]
Ep 043/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.47it/s, loss=0.728, pair=0.002, adv=3.430, sprd=0.023]
Ep 043/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.47it/s, loss=0.722, pair=0.001, adv=3.716, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:29,  1.37it/s, loss=0.722, pair=0.001, adv=3.716, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.37it/s, loss=0.721, pair=0.007, adv=3.708, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.46it/s, loss=0.721, pair=0.007, adv=3.708, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.46it/s, loss=0.726, pair=0.007, adv=4.039, sprd=0.023]
Ep 043/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.726, pair=0.007, adv=4.039, sprd=0.023]
Ep 043/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.42it/s, loss=0.759, pair=0.004, adv=3.870, sprd=0.032]
Ep 043/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.48it/s, loss=0.759, pair=0.004, adv=3.870, sprd=0.032]
Ep 043/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.48it/s, loss=0.727, pair=0.003, adv=3.600, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.42it/s, loss=0.727, pair=0.003, adv=3.600, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.42it/s, loss=0.736, pair=0.002, adv=3.829, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.48it/s, loss=0.736, pair=0.002, adv=3.829, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.48it/s, loss=0.705, pair=0.006, adv=3.621, sprd=0.020]
Ep 043/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.44it/s, loss=0.705, pair=0.006, adv=3.621, sprd=0.020]
Ep 043/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.729, pair=0.003, adv=3.644, sprd=0.025]
Ep 043/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.52it/s, loss=0.729, pair=0.003, adv=3.644, sprd=0.025]
Ep 043/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.52it/s, loss=0.739, pair=0.005, adv=3.908, sprd=0.025]
Ep 043/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.40it/s, loss=0.739, pair=0.005, adv=3.908, sprd=0.025]
Ep 043/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.40it/s, loss=0.717, pair=0.002, adv=3.794, sprd=0.022]
Ep 043/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:21,  1.47it/s, loss=0.717, pair=0.002, adv=3.794, sprd=0.022]
Ep 043/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.47it/s, loss=0.741, pair=0.005, adv=3.676, sprd=0.025]
Ep 043/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.41it/s, loss=0.741, pair=0.005, adv=3.676, sprd=0.025]
Ep 043/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.41it/s, loss=0.714, pair=0.002, adv=3.751, sprd=0.020]
Ep 043/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.49it/s, loss=0.714, pair=0.002, adv=3.751, sprd=0.020]
Ep 043/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.49it/s, loss=0.719, pair=0.011, adv=3.946, sprd=0.022]
Ep 043/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.42it/s, loss=0.719, pair=0.011, adv=3.946, sprd=0.022]
Ep 043/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.42it/s, loss=0.723, pair=0.004, adv=3.785, sprd=0.022]
Ep 043/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.48it/s, loss=0.723, pair=0.004, adv=3.785, sprd=0.022]
Ep 043/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.48it/s, loss=0.740, pair=0.008, adv=3.860, sprd=0.026]
Ep 043/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.40it/s, loss=0.740, pair=0.008, adv=3.860, sprd=0.026]
Ep 043/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.40it/s, loss=0.731, pair=0.009, adv=3.941, sprd=0.025]
Ep 043/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.49it/s, loss=0.731, pair=0.009, adv=3.941, sprd=0.025]
Ep 043/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.750, pair=0.009, adv=4.064, sprd=0.028]
Ep 043/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.750, pair=0.009, adv=4.064, sprd=0.028]
Ep 043/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.747, pair=0.004, adv=3.944, sprd=0.028]
Ep 043/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.747, pair=0.004, adv=3.944, sprd=0.028]
Ep 043/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.711, pair=0.003, adv=3.557, sprd=0.019]
Ep 043/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:14,  1.47it/s, loss=0.711, pair=0.003, adv=3.557, sprd=0.019]
Ep 043/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:14,  1.47it/s, loss=0.719, pair=0.003, adv=3.657, sprd=0.023]
Ep 043/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.53it/s, loss=0.719, pair=0.003, adv=3.657, sprd=0.023]
Ep 043/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.53it/s, loss=0.750, pair=0.007, adv=3.708, sprd=0.030]
Ep 043/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.44it/s, loss=0.750, pair=0.007, adv=3.708, sprd=0.030]
Ep 043/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.44it/s, loss=0.720, pair=0.006, adv=3.770, sprd=0.021]
Ep 043/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.51it/s, loss=0.720, pair=0.006, adv=3.770, sprd=0.021]
Ep 043/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.721, pair=0.009, adv=4.004, sprd=0.021]
Ep 043/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.42it/s, loss=0.721, pair=0.009, adv=4.004, sprd=0.021]
Ep 043/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.706, pair=0.010, adv=3.639, sprd=0.018]
Ep 043/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.706, pair=0.010, adv=3.639, sprd=0.018]
Ep 043/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.50it/s, loss=0.771, pair=0.009, adv=3.650, sprd=0.031]
Ep 043/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.39it/s, loss=0.771, pair=0.009, adv=3.650, sprd=0.031]
Ep 043/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.39it/s, loss=0.731, pair=0.003, adv=3.751, sprd=0.024]
Ep 043/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.47it/s, loss=0.731, pair=0.003, adv=3.751, sprd=0.024]
Ep 043/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.738, pair=0.003, adv=3.814, sprd=0.025]
Ep 043/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.40it/s, loss=0.738, pair=0.003, adv=3.814, sprd=0.025]
Ep 043/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.740, pair=0.005, adv=3.718, sprd=0.027]
Ep 043/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.46it/s, loss=0.740, pair=0.005, adv=3.718, sprd=0.027]
Ep 043/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.46it/s, loss=0.741, pair=0.010, adv=3.602, sprd=0.024]
Ep 043/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.35it/s, loss=0.741, pair=0.010, adv=3.602, sprd=0.024]
Ep 043/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.35it/s, loss=0.730, pair=0.002, adv=3.849, sprd=0.025]
Ep 043/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.44it/s, loss=0.730, pair=0.002, adv=3.849, sprd=0.025]
Ep 043/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.44it/s, loss=0.733, pair=0.004, adv=3.680, sprd=0.026]
Ep 043/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.41it/s, loss=0.733, pair=0.004, adv=3.680, sprd=0.026]
Ep 043/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.41it/s, loss=0.712, pair=0.002, adv=3.408, sprd=0.019]
Ep 043/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.712, pair=0.002, adv=3.408, sprd=0.019]
Ep 043/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.741, pair=0.039, adv=3.831, sprd=0.025]
Ep 043/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.38it/s, loss=0.741, pair=0.039, adv=3.831, sprd=0.025]
Ep 043/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.38it/s, loss=0.751, pair=0.006, adv=3.799, sprd=0.030]
Ep 043/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.46it/s, loss=0.751, pair=0.006, adv=3.799, sprd=0.030]
Ep 043/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.46it/s, loss=0.739, pair=0.007, adv=3.890, sprd=0.026]
Ep 043/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.739, pair=0.007, adv=3.890, sprd=0.026]
Ep 043/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.733, pair=0.004, adv=3.628, sprd=0.022]
Ep 043/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.47it/s, loss=0.733, pair=0.004, adv=3.628, sprd=0.022]
Ep 043/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.47it/s, loss=0.739, pair=0.000, adv=3.803, sprd=0.026]
Ep 043/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.739, pair=0.000, adv=3.803, sprd=0.026]
Ep 043/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.735, pair=0.008, adv=3.602, sprd=0.027]
Ep 043/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.735, pair=0.008, adv=3.602, sprd=0.027]
Ep 043/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.723, pair=0.004, adv=3.981, sprd=0.024]
Ep 043/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.45it/s, loss=0.723, pair=0.004, adv=3.981, sprd=0.024]
Ep 043/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.729, pair=0.008, adv=4.171, sprd=0.025]
Ep 043/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.729, pair=0.008, adv=4.171, sprd=0.025]
Ep 043/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.730, pair=0.010, adv=3.644, sprd=0.020]
Ep 043/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.43it/s, loss=0.730, pair=0.010, adv=3.644, sprd=0.020]
                                                                                                              
Epoch 043/60 [S3:+sens]  loss=0.7298  mat=0.2379  sens=1.0160  pair=0.0060  adv=3.8164(rand=3.37)  deg=0.0084  orth=0.0012  spread=0.0229  q_mean=49.4  q_std=15.2  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.46e-05  229s

Ep 044/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 044/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.761, pair=0.010, adv=3.994, sprd=0.033]
Ep 044/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:06,  1.10s/it, loss=0.761, pair=0.010, adv=3.994, sprd=0.033]
Ep 044/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:06,  1.10s/it, loss=0.732, pair=0.008, adv=3.975, sprd=0.025]
Ep 044/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:27,  1.24it/s, loss=0.732, pair=0.008, adv=3.975, sprd=0.025]
Ep 044/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:27,  1.24it/s, loss=0.729, pair=0.006, adv=3.907, sprd=0.025]
Ep 044/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:16,  1.28it/s, loss=0.729, pair=0.006, adv=3.907, sprd=0.025]
Ep 044/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:16,  1.28it/s, loss=0.746, pair=0.004, adv=3.527, sprd=0.030]
Ep 044/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:52,  1.41it/s, loss=0.746, pair=0.004, adv=3.527, sprd=0.030]
Ep 044/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:52,  1.41it/s, loss=0.725, pair=0.008, adv=3.967, sprd=0.021]
Ep 044/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:56,  1.38it/s, loss=0.725, pair=0.008, adv=3.967, sprd=0.021]
Ep 044/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:56,  1.38it/s, loss=0.706, pair=0.001, adv=3.744, sprd=0.017]
Ep 044/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:37,  1.50it/s, loss=0.706, pair=0.001, adv=3.744, sprd=0.017]
Ep 044/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:37,  1.50it/s, loss=0.716, pair=0.002, adv=3.931, sprd=0.023]
Ep 044/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:43,  1.46it/s, loss=0.716, pair=0.002, adv=3.931, sprd=0.023]
Ep 044/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:43,  1.46it/s, loss=0.767, pair=0.005, adv=3.459, sprd=0.032]
Ep 044/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:34,  1.51it/s, loss=0.767, pair=0.005, adv=3.459, sprd=0.032]
Ep 044/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:34,  1.51it/s, loss=0.738, pair=0.006, adv=3.834, sprd=0.025]
Ep 044/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:41,  1.46it/s, loss=0.738, pair=0.006, adv=3.834, sprd=0.025]
Ep 044/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:41,  1.46it/s, loss=0.733, pair=0.013, adv=3.747, sprd=0.023]
Ep 044/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:31,  1.53it/s, loss=0.733, pair=0.013, adv=3.747, sprd=0.023]
Ep 044/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:31,  1.53it/s, loss=0.747, pair=0.004, adv=3.958, sprd=0.028]
Ep 044/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:44,  1.43it/s, loss=0.747, pair=0.004, adv=3.958, sprd=0.028]
Ep 044/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.43it/s, loss=0.705, pair=0.003, adv=3.617, sprd=0.017]
Ep 044/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:31,  1.51it/s, loss=0.705, pair=0.003, adv=3.617, sprd=0.017]
Ep 044/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:31,  1.51it/s, loss=0.742, pair=0.003, adv=3.712, sprd=0.024]
Ep 044/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:40,  1.45it/s, loss=0.742, pair=0.003, adv=3.712, sprd=0.024]
Ep 044/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:40,  1.45it/s, loss=0.718, pair=0.008, adv=3.528, sprd=0.021]
Ep 044/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.718, pair=0.008, adv=3.528, sprd=0.021]
Ep 044/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.710, pair=0.014, adv=3.664, sprd=0.015]
Ep 044/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:36,  1.47it/s, loss=0.710, pair=0.014, adv=3.664, sprd=0.015]
Ep 044/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:36,  1.47it/s, loss=0.749, pair=0.010, adv=3.978, sprd=0.026]
Ep 044/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.51it/s, loss=0.749, pair=0.010, adv=3.978, sprd=0.026]
Ep 044/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.51it/s, loss=0.732, pair=0.006, adv=3.665, sprd=0.023]
Ep 044/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:40,  1.44it/s, loss=0.732, pair=0.006, adv=3.665, sprd=0.023]
Ep 044/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:40,  1.44it/s, loss=0.732, pair=0.020, adv=4.043, sprd=0.024]
Ep 044/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:30,  1.50it/s, loss=0.732, pair=0.020, adv=4.043, sprd=0.024]
Ep 044/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:30,  1.50it/s, loss=0.739, pair=0.010, adv=3.798, sprd=0.027]
Ep 044/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.44it/s, loss=0.739, pair=0.010, adv=3.798, sprd=0.027]
Ep 044/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.44it/s, loss=0.733, pair=0.006, adv=3.925, sprd=0.025]
Ep 044/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:28,  1.50it/s, loss=0.733, pair=0.006, adv=3.925, sprd=0.025]
Ep 044/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:28,  1.50it/s, loss=0.741, pair=0.007, adv=3.761, sprd=0.025]
Ep 044/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:37,  1.43it/s, loss=0.741, pair=0.007, adv=3.761, sprd=0.025]
Ep 044/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.728, pair=0.005, adv=3.650, sprd=0.025]
Ep 044/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:27,  1.50it/s, loss=0.728, pair=0.005, adv=3.650, sprd=0.025]
Ep 044/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:27,  1.50it/s, loss=0.727, pair=0.004, adv=3.657, sprd=0.022]
Ep 044/60 [S3:+sens]:   7%|▏  | 23/333 [00:15<03:38,  1.42it/s, loss=0.727, pair=0.004, adv=3.657, sprd=0.022]
Ep 044/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.719, pair=0.001, adv=3.503, sprd=0.023]
Ep 044/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.719, pair=0.001, adv=3.503, sprd=0.023]
Ep 044/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.746, pair=0.000, adv=3.817, sprd=0.027]
Ep 044/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:38,  1.41it/s, loss=0.746, pair=0.000, adv=3.817, sprd=0.027]
Ep 044/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:38,  1.41it/s, loss=0.748, pair=0.010, adv=3.719, sprd=0.028]
Ep 044/60 [S3:+sens]:   8%|▏  | 26/333 [00:17<03:29,  1.47it/s, loss=0.748, pair=0.010, adv=3.719, sprd=0.028]
Ep 044/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:29,  1.47it/s, loss=0.723, pair=0.007, adv=3.590, sprd=0.024]
Ep 044/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:35,  1.42it/s, loss=0.723, pair=0.007, adv=3.590, sprd=0.024]
Ep 044/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:35,  1.42it/s, loss=0.719, pair=0.006, adv=3.990, sprd=0.020]
Ep 044/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.719, pair=0.006, adv=3.990, sprd=0.020]
Ep 044/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.695, pair=0.003, adv=3.668, sprd=0.015]
Ep 044/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.45it/s, loss=0.695, pair=0.003, adv=3.668, sprd=0.015]
Ep 044/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.45it/s, loss=0.736, pair=0.017, adv=3.613, sprd=0.023]
Ep 044/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:22,  1.50it/s, loss=0.736, pair=0.017, adv=3.613, sprd=0.023]
Ep 044/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.50it/s, loss=0.738, pair=0.025, adv=3.665, sprd=0.023]
Ep 044/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:35,  1.40it/s, loss=0.738, pair=0.025, adv=3.665, sprd=0.023]
Ep 044/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:35,  1.40it/s, loss=0.747, pair=0.015, adv=3.568, sprd=0.028]
Ep 044/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:26,  1.46it/s, loss=0.747, pair=0.015, adv=3.568, sprd=0.028]
Ep 044/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:26,  1.46it/s, loss=0.734, pair=0.019, adv=3.854, sprd=0.025]
Ep 044/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:30,  1.42it/s, loss=0.734, pair=0.019, adv=3.854, sprd=0.025]
Ep 044/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:30,  1.42it/s, loss=0.727, pair=0.001, adv=3.832, sprd=0.023]
Ep 044/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:22,  1.47it/s, loss=0.727, pair=0.001, adv=3.832, sprd=0.023]
Ep 044/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:22,  1.47it/s, loss=0.735, pair=0.011, adv=3.697, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.735, pair=0.011, adv=3.697, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.736, pair=0.015, adv=3.743, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:20,  1.48it/s, loss=0.736, pair=0.015, adv=3.743, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.745, pair=0.013, adv=3.663, sprd=0.024]
Ep 044/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:32,  1.39it/s, loss=0.745, pair=0.013, adv=3.663, sprd=0.024]
Ep 044/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:32,  1.39it/s, loss=0.727, pair=0.001, adv=3.795, sprd=0.024]
Ep 044/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:21,  1.46it/s, loss=0.727, pair=0.001, adv=3.795, sprd=0.024]
Ep 044/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:21,  1.46it/s, loss=0.810, pair=0.003, adv=3.502, sprd=0.028]
Ep 044/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.810, pair=0.003, adv=3.502, sprd=0.028]
Ep 044/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.733, pair=0.001, adv=3.394, sprd=0.023]
Ep 044/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:20,  1.46it/s, loss=0.733, pair=0.001, adv=3.394, sprd=0.023]
Ep 044/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:20,  1.46it/s, loss=0.710, pair=0.009, adv=3.642, sprd=0.015]
Ep 044/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:31,  1.38it/s, loss=0.710, pair=0.009, adv=3.642, sprd=0.015]
Ep 044/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:31,  1.38it/s, loss=0.731, pair=0.010, adv=3.600, sprd=0.023]
Ep 044/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.731, pair=0.010, adv=3.600, sprd=0.023]
Ep 044/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.728, pair=0.014, adv=3.875, sprd=0.022]
Ep 044/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:26,  1.40it/s, loss=0.728, pair=0.014, adv=3.875, sprd=0.022]
Ep 044/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:26,  1.40it/s, loss=0.730, pair=0.001, adv=3.938, sprd=0.025]
Ep 044/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:16,  1.47it/s, loss=0.730, pair=0.001, adv=3.938, sprd=0.025]
Ep 044/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:16,  1.47it/s, loss=0.796, pair=0.010, adv=3.675, sprd=0.029]
Ep 044/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:33,  1.35it/s, loss=0.796, pair=0.010, adv=3.675, sprd=0.029]
Ep 044/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:33,  1.35it/s, loss=0.714, pair=0.006, adv=3.616, sprd=0.021]
Ep 044/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:16,  1.46it/s, loss=0.714, pair=0.006, adv=3.616, sprd=0.021]
Ep 044/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:16,  1.46it/s, loss=0.724, pair=0.019, adv=3.877, sprd=0.020]
Ep 044/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:20,  1.43it/s, loss=0.724, pair=0.019, adv=3.877, sprd=0.020]
Ep 044/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.728, pair=0.006, adv=3.661, sprd=0.023]
Ep 044/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:12,  1.48it/s, loss=0.728, pair=0.006, adv=3.661, sprd=0.023]
Ep 044/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:12,  1.48it/s, loss=0.707, pair=0.005, adv=3.583, sprd=0.018]
Ep 044/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.707, pair=0.005, adv=3.583, sprd=0.018]
Ep 044/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.743, pair=0.005, adv=3.589, sprd=0.028]
Ep 044/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:11,  1.48it/s, loss=0.743, pair=0.005, adv=3.589, sprd=0.028]
Ep 044/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:11,  1.48it/s, loss=0.794, pair=0.005, adv=3.833, sprd=0.022]
Ep 044/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:18,  1.42it/s, loss=0.794, pair=0.005, adv=3.833, sprd=0.022]
Ep 044/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:18,  1.42it/s, loss=0.731, pair=0.012, adv=3.659, sprd=0.025]
Ep 044/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.47it/s, loss=0.731, pair=0.012, adv=3.659, sprd=0.025]
Ep 044/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.47it/s, loss=0.762, pair=0.006, adv=3.735, sprd=0.032]
Ep 044/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:17,  1.42it/s, loss=0.762, pair=0.006, adv=3.735, sprd=0.032]
Ep 044/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:17,  1.42it/s, loss=0.724, pair=0.004, adv=3.609, sprd=0.023]
Ep 044/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:07,  1.49it/s, loss=0.724, pair=0.004, adv=3.609, sprd=0.023]
Ep 044/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:07,  1.49it/s, loss=0.772, pair=0.004, adv=3.816, sprd=0.032]
Ep 044/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:15,  1.42it/s, loss=0.772, pair=0.004, adv=3.816, sprd=0.032]
Ep 044/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:15,  1.42it/s, loss=0.710, pair=0.005, adv=3.374, sprd=0.021]
Ep 044/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.710, pair=0.005, adv=3.374, sprd=0.021]
Ep 044/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.799, pair=0.002, adv=3.597, sprd=0.024]
Ep 044/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.799, pair=0.002, adv=3.597, sprd=0.024]
Ep 044/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:12,  1.43it/s, loss=0.723, pair=0.005, adv=3.605, sprd=0.024]
Ep 044/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.723, pair=0.005, adv=3.605, sprd=0.024]
Ep 044/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.720, pair=0.013, adv=3.536, sprd=0.021]
Ep 044/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:08,  1.45it/s, loss=0.720, pair=0.013, adv=3.536, sprd=0.021]
Ep 044/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:08,  1.45it/s, loss=0.727, pair=0.008, adv=3.595, sprd=0.024]
Ep 044/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:01,  1.50it/s, loss=0.727, pair=0.008, adv=3.595, sprd=0.024]
Ep 044/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:01,  1.50it/s, loss=0.767, pair=0.008, adv=3.335, sprd=0.036]
Ep 044/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:09,  1.43it/s, loss=0.767, pair=0.008, adv=3.335, sprd=0.036]
Ep 044/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:09,  1.43it/s, loss=0.737, pair=0.003, adv=3.449, sprd=0.026]
Ep 044/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:03,  1.48it/s, loss=0.737, pair=0.003, adv=3.449, sprd=0.026]
Ep 044/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:03,  1.48it/s, loss=0.767, pair=0.004, adv=3.740, sprd=0.033]
Ep 044/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:12,  1.40it/s, loss=0.767, pair=0.004, adv=3.740, sprd=0.033]
Ep 044/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:12,  1.40it/s, loss=0.725, pair=0.005, adv=3.582, sprd=0.022]
Ep 044/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:01,  1.48it/s, loss=0.725, pair=0.005, adv=3.582, sprd=0.022]
Ep 044/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:01,  1.48it/s, loss=0.728, pair=0.008, adv=3.477, sprd=0.022]
Ep 044/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:08,  1.42it/s, loss=0.728, pair=0.008, adv=3.477, sprd=0.022]
Ep 044/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:08,  1.42it/s, loss=0.700, pair=0.002, adv=3.885, sprd=0.018]
Ep 044/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:56,  1.51it/s, loss=0.700, pair=0.002, adv=3.885, sprd=0.018]
Ep 044/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:56,  1.51it/s, loss=0.723, pair=0.004, adv=3.596, sprd=0.020]
Ep 044/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:11,  1.39it/s, loss=0.723, pair=0.004, adv=3.596, sprd=0.020]
Ep 044/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:11,  1.39it/s, loss=0.726, pair=0.006, adv=3.906, sprd=0.024]
Ep 044/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.47it/s, loss=0.726, pair=0.006, adv=3.906, sprd=0.024]
Ep 044/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.47it/s, loss=0.737, pair=0.004, adv=3.890, sprd=0.025]
Ep 044/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.42it/s, loss=0.737, pair=0.004, adv=3.890, sprd=0.025]
Ep 044/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.42it/s, loss=0.734, pair=0.003, adv=3.599, sprd=0.025]
Ep 044/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:58,  1.47it/s, loss=0.734, pair=0.003, adv=3.599, sprd=0.025]
Ep 044/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:58,  1.47it/s, loss=0.733, pair=0.001, adv=3.645, sprd=0.024]
Ep 044/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:02,  1.43it/s, loss=0.733, pair=0.001, adv=3.645, sprd=0.024]
Ep 044/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:02,  1.43it/s, loss=0.737, pair=0.000, adv=3.939, sprd=0.026]
Ep 044/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:55,  1.48it/s, loss=0.737, pair=0.000, adv=3.939, sprd=0.026]
Ep 044/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.48it/s, loss=0.731, pair=0.003, adv=3.753, sprd=0.023]
Ep 044/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.43it/s, loss=0.731, pair=0.003, adv=3.753, sprd=0.023]
Ep 044/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.43it/s, loss=0.725, pair=0.000, adv=3.741, sprd=0.024]
Ep 044/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.725, pair=0.000, adv=3.741, sprd=0.024]
Ep 044/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.743, pair=0.000, adv=3.782, sprd=0.029]
Ep 044/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:00,  1.43it/s, loss=0.743, pair=0.000, adv=3.782, sprd=0.029]
Ep 044/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:00,  1.43it/s, loss=0.733, pair=0.000, adv=3.913, sprd=0.025]
Ep 044/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:51,  1.49it/s, loss=0.733, pair=0.000, adv=3.913, sprd=0.025]
Ep 044/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:51,  1.49it/s, loss=0.750, pair=0.005, adv=3.844, sprd=0.028]
Ep 044/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.750, pair=0.005, adv=3.844, sprd=0.028]
Ep 044/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.758, pair=0.001, adv=3.471, sprd=0.033]
Ep 044/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:53,  1.47it/s, loss=0.758, pair=0.001, adv=3.471, sprd=0.033]
Ep 044/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.743, pair=0.006, adv=3.667, sprd=0.028]
Ep 044/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<03:04,  1.37it/s, loss=0.743, pair=0.006, adv=3.667, sprd=0.028]
Ep 044/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<03:04,  1.37it/s, loss=0.725, pair=0.003, adv=3.663, sprd=0.024]
Ep 044/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:53,  1.46it/s, loss=0.725, pair=0.003, adv=3.663, sprd=0.024]
Ep 044/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:53,  1.46it/s, loss=0.711, pair=0.001, adv=3.564, sprd=0.019]
Ep 044/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.42it/s, loss=0.711, pair=0.001, adv=3.564, sprd=0.019]
Ep 044/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.42it/s, loss=0.713, pair=0.003, adv=3.714, sprd=0.020]
Ep 044/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.713, pair=0.003, adv=3.714, sprd=0.020]
Ep 044/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.735, pair=0.006, adv=3.898, sprd=0.023]
Ep 044/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:58,  1.40it/s, loss=0.735, pair=0.006, adv=3.898, sprd=0.023]
Ep 044/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:58,  1.40it/s, loss=0.732, pair=0.011, adv=3.771, sprd=0.025]
Ep 044/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.47it/s, loss=0.732, pair=0.011, adv=3.771, sprd=0.025]
Ep 044/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.47it/s, loss=0.732, pair=0.001, adv=3.488, sprd=0.022]
Ep 044/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:57,  1.40it/s, loss=0.732, pair=0.001, adv=3.488, sprd=0.022]
Ep 044/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:57,  1.40it/s, loss=0.745, pair=0.006, adv=4.072, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:48,  1.47it/s, loss=0.745, pair=0.006, adv=4.072, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:48,  1.47it/s, loss=0.740, pair=0.005, adv=3.695, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:59,  1.37it/s, loss=0.740, pair=0.005, adv=3.695, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:59,  1.37it/s, loss=0.737, pair=0.003, adv=3.550, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:49,  1.44it/s, loss=0.737, pair=0.003, adv=3.550, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:49,  1.44it/s, loss=0.707, pair=0.009, adv=3.542, sprd=0.018]
Ep 044/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:57,  1.38it/s, loss=0.707, pair=0.009, adv=3.542, sprd=0.018]
Ep 044/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:57,  1.38it/s, loss=0.728, pair=0.008, adv=3.773, sprd=0.024]
Ep 044/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:46,  1.46it/s, loss=0.728, pair=0.008, adv=3.773, sprd=0.024]
Ep 044/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:46,  1.46it/s, loss=0.737, pair=0.010, adv=3.923, sprd=0.027]
Ep 044/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:52,  1.40it/s, loss=0.737, pair=0.010, adv=3.923, sprd=0.027]
Ep 044/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:52,  1.40it/s, loss=0.709, pair=0.001, adv=3.766, sprd=0.019]
Ep 044/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:43,  1.48it/s, loss=0.709, pair=0.001, adv=3.766, sprd=0.019]
Ep 044/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:43,  1.48it/s, loss=0.738, pair=0.006, adv=3.638, sprd=0.024]
Ep 044/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.738, pair=0.006, adv=3.638, sprd=0.024]
Ep 044/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:47,  1.43it/s, loss=0.723, pair=0.008, adv=3.432, sprd=0.022]
Ep 044/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.723, pair=0.008, adv=3.432, sprd=0.022]
Ep 044/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.732, pair=0.005, adv=3.682, sprd=0.027]
Ep 044/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:45,  1.44it/s, loss=0.732, pair=0.005, adv=3.682, sprd=0.027]
Ep 044/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:45,  1.44it/s, loss=0.719, pair=0.001, adv=3.734, sprd=0.024]
Ep 044/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.50it/s, loss=0.719, pair=0.001, adv=3.734, sprd=0.024]
Ep 044/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:37,  1.50it/s, loss=0.808, pair=0.008, adv=3.519, sprd=0.025]
Ep 044/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.808, pair=0.008, adv=3.519, sprd=0.025]
Ep 044/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.741, pair=0.009, adv=3.807, sprd=0.026]
Ep 044/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:37,  1.49it/s, loss=0.741, pair=0.009, adv=3.807, sprd=0.026]
Ep 044/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.49it/s, loss=0.716, pair=0.008, adv=3.779, sprd=0.020]
Ep 044/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:42,  1.44it/s, loss=0.716, pair=0.008, adv=3.779, sprd=0.020]
Ep 044/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:42,  1.44it/s, loss=0.714, pair=0.002, adv=3.513, sprd=0.018]
Ep 044/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.51it/s, loss=0.714, pair=0.002, adv=3.513, sprd=0.018]
Ep 044/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.51it/s, loss=0.703, pair=0.005, adv=3.525, sprd=0.018]
Ep 044/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:37,  1.47it/s, loss=0.703, pair=0.005, adv=3.525, sprd=0.018]
Ep 044/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:37,  1.47it/s, loss=0.718, pair=0.005, adv=3.680, sprd=0.023]
Ep 044/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:29,  1.54it/s, loss=0.718, pair=0.005, adv=3.680, sprd=0.023]
Ep 044/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:29,  1.54it/s, loss=0.723, pair=0.008, adv=3.729, sprd=0.021]
Ep 044/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:36,  1.47it/s, loss=0.723, pair=0.008, adv=3.729, sprd=0.021]
Ep 044/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:36,  1.47it/s, loss=0.727, pair=0.005, adv=3.610, sprd=0.023]
Ep 044/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.727, pair=0.005, adv=3.610, sprd=0.023]
Ep 044/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.50it/s, loss=0.705, pair=0.000, adv=3.785, sprd=0.019]
Ep 044/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:36,  1.45it/s, loss=0.705, pair=0.000, adv=3.785, sprd=0.019]
Ep 044/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:36,  1.45it/s, loss=0.731, pair=0.001, adv=3.617, sprd=0.025]
Ep 044/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:30,  1.50it/s, loss=0.731, pair=0.001, adv=3.617, sprd=0.025]
Ep 044/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:30,  1.50it/s, loss=0.706, pair=0.006, adv=3.243, sprd=0.020]
Ep 044/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.44it/s, loss=0.706, pair=0.006, adv=3.243, sprd=0.020]
Ep 044/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.44it/s, loss=0.762, pair=0.016, adv=3.755, sprd=0.030]
Ep 044/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.49it/s, loss=0.762, pair=0.016, adv=3.755, sprd=0.030]
Ep 044/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.49it/s, loss=0.728, pair=0.017, adv=3.514, sprd=0.022]
Ep 044/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:39,  1.40it/s, loss=0.728, pair=0.017, adv=3.514, sprd=0.022]
Ep 044/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:39,  1.40it/s, loss=0.701, pair=0.011, adv=3.567, sprd=0.016]
Ep 044/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.50it/s, loss=0.701, pair=0.011, adv=3.567, sprd=0.016]
Ep 044/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.783, pair=0.004, adv=3.696, sprd=0.021]
Ep 044/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:32,  1.46it/s, loss=0.783, pair=0.004, adv=3.696, sprd=0.021]
Ep 044/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:32,  1.46it/s, loss=0.725, pair=0.007, adv=4.098, sprd=0.023]
Ep 044/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.725, pair=0.007, adv=4.098, sprd=0.023]
Ep 044/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.730, pair=0.007, adv=3.891, sprd=0.023]
Ep 044/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.45it/s, loss=0.730, pair=0.007, adv=3.891, sprd=0.023]
Ep 044/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.45it/s, loss=0.719, pair=0.008, adv=3.638, sprd=0.022]
Ep 044/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.51it/s, loss=0.719, pair=0.008, adv=3.638, sprd=0.022]
Ep 044/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.51it/s, loss=0.735, pair=0.005, adv=3.701, sprd=0.025]
Ep 044/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:31,  1.44it/s, loss=0.735, pair=0.005, adv=3.701, sprd=0.025]
Ep 044/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:31,  1.44it/s, loss=0.696, pair=0.002, adv=3.348, sprd=0.016]
Ep 044/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:23,  1.52it/s, loss=0.696, pair=0.002, adv=3.348, sprd=0.016]
Ep 044/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:23,  1.52it/s, loss=0.724, pair=0.005, adv=3.450, sprd=0.019]
Ep 044/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:26,  1.48it/s, loss=0.724, pair=0.005, adv=3.450, sprd=0.019]
Ep 044/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:26,  1.48it/s, loss=0.725, pair=0.007, adv=3.730, sprd=0.024]
Ep 044/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:20,  1.53it/s, loss=0.725, pair=0.007, adv=3.730, sprd=0.024]
Ep 044/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:20,  1.53it/s, loss=0.805, pair=0.004, adv=3.499, sprd=0.024]
Ep 044/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.45it/s, loss=0.805, pair=0.004, adv=3.499, sprd=0.024]
Ep 044/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.45it/s, loss=0.715, pair=0.006, adv=3.577, sprd=0.019]
Ep 044/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:19,  1.53it/s, loss=0.715, pair=0.006, adv=3.577, sprd=0.019]
Ep 044/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:19,  1.53it/s, loss=0.715, pair=0.003, adv=3.611, sprd=0.020]
Ep 044/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:23,  1.48it/s, loss=0.715, pair=0.003, adv=3.611, sprd=0.020]
Ep 044/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:23,  1.48it/s, loss=0.718, pair=0.001, adv=3.633, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:17,  1.54it/s, loss=0.718, pair=0.001, adv=3.633, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:17,  1.54it/s, loss=0.725, pair=0.005, adv=3.802, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:24,  1.46it/s, loss=0.725, pair=0.005, adv=3.802, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:24,  1.46it/s, loss=0.725, pair=0.003, adv=3.638, sprd=0.023]
Ep 044/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:18,  1.51it/s, loss=0.725, pair=0.003, adv=3.638, sprd=0.023]
Ep 044/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.51it/s, loss=0.799, pair=0.003, adv=3.678, sprd=0.023]
Ep 044/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.799, pair=0.003, adv=3.678, sprd=0.023]
Ep 044/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.715, pair=0.006, adv=3.729, sprd=0.020]
Ep 044/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.51it/s, loss=0.715, pair=0.006, adv=3.729, sprd=0.020]
Ep 044/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.51it/s, loss=0.728, pair=0.005, adv=3.706, sprd=0.019]
Ep 044/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:20,  1.47it/s, loss=0.728, pair=0.005, adv=3.706, sprd=0.019]
Ep 044/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:20,  1.47it/s, loss=0.721, pair=0.008, adv=3.650, sprd=0.022]
Ep 044/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:15,  1.51it/s, loss=0.721, pair=0.008, adv=3.650, sprd=0.022]
Ep 044/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.728, pair=0.002, adv=3.810, sprd=0.024]
Ep 044/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:19,  1.46it/s, loss=0.728, pair=0.002, adv=3.810, sprd=0.024]
Ep 044/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:19,  1.46it/s, loss=0.710, pair=0.003, adv=3.863, sprd=0.020]
Ep 044/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.53it/s, loss=0.710, pair=0.003, adv=3.863, sprd=0.020]
Ep 044/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:13,  1.53it/s, loss=0.743, pair=0.001, adv=3.580, sprd=0.024]
Ep 044/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.44it/s, loss=0.743, pair=0.001, adv=3.580, sprd=0.024]
Ep 044/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.44it/s, loss=0.736, pair=0.004, adv=3.681, sprd=0.025]
Ep 044/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:13,  1.50it/s, loss=0.736, pair=0.004, adv=3.681, sprd=0.025]
Ep 044/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:13,  1.50it/s, loss=0.794, pair=0.009, adv=3.340, sprd=0.022]
Ep 044/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:18,  1.45it/s, loss=0.794, pair=0.009, adv=3.340, sprd=0.022]
Ep 044/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:18,  1.45it/s, loss=0.729, pair=0.003, adv=3.469, sprd=0.021]
Ep 044/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.729, pair=0.003, adv=3.469, sprd=0.021]
Ep 044/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.732, pair=0.002, adv=3.828, sprd=0.025]
Ep 044/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:24,  1.37it/s, loss=0.732, pair=0.002, adv=3.828, sprd=0.025]
Ep 044/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:24,  1.37it/s, loss=0.733, pair=0.004, adv=3.542, sprd=0.024]
Ep 044/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:15,  1.45it/s, loss=0.733, pair=0.004, adv=3.542, sprd=0.024]
Ep 044/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:15,  1.45it/s, loss=0.727, pair=0.001, adv=3.822, sprd=0.023]
Ep 044/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:22,  1.38it/s, loss=0.727, pair=0.001, adv=3.822, sprd=0.023]
Ep 044/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:22,  1.38it/s, loss=0.727, pair=0.001, adv=4.040, sprd=0.022]
Ep 044/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:14,  1.45it/s, loss=0.727, pair=0.001, adv=4.040, sprd=0.022]
Ep 044/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:14,  1.45it/s, loss=0.739, pair=0.000, adv=3.719, sprd=0.026]
Ep 044/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:19,  1.39it/s, loss=0.739, pair=0.000, adv=3.719, sprd=0.026]
Ep 044/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.712, pair=0.000, adv=3.900, sprd=0.021]
Ep 044/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:11,  1.47it/s, loss=0.712, pair=0.000, adv=3.900, sprd=0.021]
Ep 044/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:11,  1.47it/s, loss=0.751, pair=0.005, adv=3.719, sprd=0.028]
Ep 044/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:21,  1.36it/s, loss=0.751, pair=0.005, adv=3.719, sprd=0.028]
Ep 044/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:21,  1.36it/s, loss=0.707, pair=0.000, adv=3.914, sprd=0.019]
Ep 044/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:12,  1.44it/s, loss=0.707, pair=0.000, adv=3.914, sprd=0.019]
Ep 044/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:12,  1.44it/s, loss=0.720, pair=0.002, adv=3.418, sprd=0.019]
Ep 044/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:17,  1.38it/s, loss=0.720, pair=0.002, adv=3.418, sprd=0.019]
Ep 044/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:17,  1.38it/s, loss=0.761, pair=0.001, adv=3.733, sprd=0.033]
Ep 044/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:10,  1.45it/s, loss=0.761, pair=0.001, adv=3.733, sprd=0.033]
Ep 044/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:10,  1.45it/s, loss=0.710, pair=0.000, adv=3.584, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:13,  1.41it/s, loss=0.710, pair=0.000, adv=3.584, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.41it/s, loss=0.722, pair=0.000, adv=3.721, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.48it/s, loss=0.722, pair=0.000, adv=3.721, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.48it/s, loss=0.719, pair=0.005, adv=4.220, sprd=0.019]
Ep 044/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.719, pair=0.005, adv=4.220, sprd=0.019]
Ep 044/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.715, pair=0.008, adv=3.536, sprd=0.020]
Ep 044/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:02,  1.51it/s, loss=0.715, pair=0.008, adv=3.536, sprd=0.020]
Ep 044/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.51it/s, loss=0.728, pair=0.000, adv=3.582, sprd=0.023]
Ep 044/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.728, pair=0.000, adv=3.582, sprd=0.023]
Ep 044/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:11,  1.40it/s, loss=0.711, pair=0.002, adv=3.678, sprd=0.020]
Ep 044/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.48it/s, loss=0.711, pair=0.002, adv=3.678, sprd=0.020]
Ep 044/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:03,  1.48it/s, loss=0.773, pair=0.001, adv=3.425, sprd=0.018]
Ep 044/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.42it/s, loss=0.773, pair=0.001, adv=3.425, sprd=0.018]
Ep 044/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.42it/s, loss=0.729, pair=0.002, adv=3.701, sprd=0.024]
Ep 044/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.729, pair=0.002, adv=3.701, sprd=0.024]
Ep 044/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.753, pair=0.001, adv=3.753, sprd=0.030]
Ep 044/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.44it/s, loss=0.753, pair=0.001, adv=3.753, sprd=0.030]
Ep 044/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:05,  1.44it/s, loss=0.737, pair=0.006, adv=3.802, sprd=0.025]
Ep 044/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.737, pair=0.006, adv=3.802, sprd=0.025]
Ep 044/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.732, pair=0.004, adv=3.766, sprd=0.019]
Ep 044/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:13,  1.34it/s, loss=0.732, pair=0.004, adv=3.766, sprd=0.019]
Ep 044/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:13,  1.34it/s, loss=0.747, pair=0.001, adv=3.888, sprd=0.025]
Ep 044/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:04,  1.42it/s, loss=0.747, pair=0.001, adv=3.888, sprd=0.025]
Ep 044/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:04,  1.42it/s, loss=0.745, pair=0.009, adv=3.754, sprd=0.024]
Ep 044/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:13,  1.32it/s, loss=0.745, pair=0.009, adv=3.754, sprd=0.024]
Ep 044/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:13,  1.32it/s, loss=0.715, pair=0.006, adv=3.473, sprd=0.016]
Ep 044/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<02:02,  1.43it/s, loss=0.715, pair=0.006, adv=3.473, sprd=0.016]
Ep 044/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<02:02,  1.43it/s, loss=0.728, pair=0.005, adv=3.757, sprd=0.023]
Ep 044/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:06,  1.38it/s, loss=0.728, pair=0.005, adv=3.757, sprd=0.023]
Ep 044/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:06,  1.38it/s, loss=0.739, pair=0.001, adv=3.593, sprd=0.026]
Ep 044/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:59,  1.45it/s, loss=0.739, pair=0.001, adv=3.593, sprd=0.026]
Ep 044/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:59,  1.45it/s, loss=0.765, pair=0.001, adv=3.885, sprd=0.034]
Ep 044/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:02,  1.40it/s, loss=0.765, pair=0.001, adv=3.885, sprd=0.034]
Ep 044/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:02,  1.40it/s, loss=0.710, pair=0.002, adv=3.680, sprd=0.019]
Ep 044/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.49it/s, loss=0.710, pair=0.002, adv=3.680, sprd=0.019]
Ep 044/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.49it/s, loss=0.713, pair=0.001, adv=3.547, sprd=0.019]
Ep 044/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.713, pair=0.001, adv=3.547, sprd=0.019]
Ep 044/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:00,  1.41it/s, loss=0.717, pair=0.001, adv=3.722, sprd=0.021]
Ep 044/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.717, pair=0.001, adv=3.722, sprd=0.021]
Ep 044/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.717, pair=0.000, adv=3.973, sprd=0.021]
Ep 044/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:57,  1.43it/s, loss=0.717, pair=0.000, adv=3.973, sprd=0.021]
Ep 044/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:57,  1.43it/s, loss=0.705, pair=0.001, adv=3.391, sprd=0.017]
Ep 044/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.705, pair=0.001, adv=3.391, sprd=0.017]
Ep 044/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:50,  1.51it/s, loss=0.717, pair=0.015, adv=3.618, sprd=0.021]
Ep 044/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.45it/s, loss=0.717, pair=0.015, adv=3.618, sprd=0.021]
Ep 044/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.45it/s, loss=0.731, pair=0.024, adv=3.898, sprd=0.023]
Ep 044/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.50it/s, loss=0.731, pair=0.024, adv=3.898, sprd=0.023]
Ep 044/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:49,  1.50it/s, loss=0.711, pair=0.022, adv=3.908, sprd=0.017]
Ep 044/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.711, pair=0.022, adv=3.908, sprd=0.017]
Ep 044/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:53,  1.44it/s, loss=0.726, pair=0.008, adv=3.529, sprd=0.022]
Ep 044/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.726, pair=0.008, adv=3.529, sprd=0.022]
Ep 044/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.721, pair=0.007, adv=3.886, sprd=0.017]
Ep 044/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:54,  1.42it/s, loss=0.721, pair=0.007, adv=3.886, sprd=0.017]
Ep 044/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.721, pair=0.000, adv=4.073, sprd=0.021]
Ep 044/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.48it/s, loss=0.721, pair=0.000, adv=4.073, sprd=0.021]
Ep 044/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.48it/s, loss=0.726, pair=0.018, adv=3.565, sprd=0.022]
Ep 044/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.726, pair=0.018, adv=3.565, sprd=0.022]
Ep 044/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.743, pair=0.024, adv=4.005, sprd=0.026]
Ep 044/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.50it/s, loss=0.743, pair=0.024, adv=4.005, sprd=0.026]
Ep 044/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.50it/s, loss=0.712, pair=0.008, adv=3.535, sprd=0.021]
Ep 044/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.712, pair=0.008, adv=3.535, sprd=0.021]
Ep 044/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.729, pair=0.004, adv=3.805, sprd=0.025]
Ep 044/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.49it/s, loss=0.729, pair=0.004, adv=3.805, sprd=0.025]
Ep 044/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:45,  1.49it/s, loss=0.729, pair=0.000, adv=3.904, sprd=0.022]
Ep 044/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.729, pair=0.000, adv=3.904, sprd=0.022]
Ep 044/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.709, pair=0.010, adv=3.291, sprd=0.019]
Ep 044/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.47it/s, loss=0.709, pair=0.010, adv=3.291, sprd=0.019]
Ep 044/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.47it/s, loss=0.727, pair=0.013, adv=3.784, sprd=0.023]
Ep 044/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.727, pair=0.013, adv=3.784, sprd=0.023]
Ep 044/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:49,  1.41it/s, loss=0.720, pair=0.004, adv=4.304, sprd=0.020]
Ep 044/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.720, pair=0.004, adv=4.304, sprd=0.020]
Ep 044/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.733, pair=0.008, adv=3.511, sprd=0.025]
Ep 044/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.733, pair=0.008, adv=3.511, sprd=0.025]
Ep 044/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.43it/s, loss=0.719, pair=0.001, adv=3.651, sprd=0.025]
Ep 044/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.719, pair=0.001, adv=3.651, sprd=0.025]
Ep 044/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:42,  1.48it/s, loss=0.791, pair=0.008, adv=3.883, sprd=0.020]
Ep 044/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.791, pair=0.008, adv=3.883, sprd=0.020]
Ep 044/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.718, pair=0.016, adv=3.991, sprd=0.020]
Ep 044/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.48it/s, loss=0.718, pair=0.016, adv=3.991, sprd=0.020]
Ep 044/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.48it/s, loss=0.731, pair=0.010, adv=3.694, sprd=0.022]
Ep 044/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.731, pair=0.010, adv=3.694, sprd=0.022]
Ep 044/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.42it/s, loss=0.736, pair=0.005, adv=3.736, sprd=0.026]
Ep 044/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.48it/s, loss=0.736, pair=0.005, adv=3.736, sprd=0.026]
Ep 044/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:39,  1.48it/s, loss=0.723, pair=0.000, adv=3.711, sprd=0.023]
Ep 044/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:46,  1.37it/s, loss=0.723, pair=0.000, adv=3.711, sprd=0.023]
Ep 044/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:46,  1.37it/s, loss=0.724, pair=0.001, adv=3.797, sprd=0.020]
Ep 044/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:40,  1.45it/s, loss=0.724, pair=0.001, adv=3.797, sprd=0.020]
Ep 044/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:40,  1.45it/s, loss=0.738, pair=0.001, adv=3.651, sprd=0.027]
Ep 044/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:43,  1.39it/s, loss=0.738, pair=0.001, adv=3.651, sprd=0.027]
Ep 044/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:43,  1.39it/s, loss=0.730, pair=0.005, adv=3.711, sprd=0.024]
Ep 044/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:37,  1.46it/s, loss=0.730, pair=0.005, adv=3.711, sprd=0.024]
Ep 044/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:37,  1.46it/s, loss=0.727, pair=0.003, adv=3.631, sprd=0.023]
Ep 044/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:42,  1.39it/s, loss=0.727, pair=0.003, adv=3.631, sprd=0.023]
Ep 044/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:42,  1.39it/s, loss=0.731, pair=0.009, adv=4.119, sprd=0.024]
Ep 044/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:36,  1.46it/s, loss=0.731, pair=0.009, adv=4.119, sprd=0.024]
Ep 044/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:36,  1.46it/s, loss=0.826, pair=0.004, adv=4.091, sprd=0.030]
Ep 044/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:40,  1.40it/s, loss=0.826, pair=0.004, adv=4.091, sprd=0.030]
Ep 044/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:40,  1.40it/s, loss=0.717, pair=0.008, adv=3.622, sprd=0.019]
Ep 044/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:34,  1.47it/s, loss=0.717, pair=0.008, adv=3.622, sprd=0.019]
Ep 044/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:34,  1.47it/s, loss=0.732, pair=0.006, adv=3.782, sprd=0.023]
Ep 044/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.41it/s, loss=0.732, pair=0.006, adv=3.782, sprd=0.023]
Ep 044/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:38,  1.41it/s, loss=0.727, pair=0.007, adv=3.685, sprd=0.024]
Ep 044/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.47it/s, loss=0.727, pair=0.007, adv=3.685, sprd=0.024]
Ep 044/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:33,  1.47it/s, loss=0.711, pair=0.005, adv=3.768, sprd=0.019]
Ep 044/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.711, pair=0.005, adv=3.768, sprd=0.019]
Ep 044/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.718, pair=0.001, adv=3.762, sprd=0.021]
Ep 044/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.50it/s, loss=0.718, pair=0.001, adv=3.762, sprd=0.021]
Ep 044/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:29,  1.50it/s, loss=0.778, pair=0.001, adv=3.885, sprd=0.019]
Ep 044/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.778, pair=0.001, adv=3.885, sprd=0.019]
Ep 044/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.730, pair=0.004, adv=3.918, sprd=0.025]
Ep 044/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.730, pair=0.004, adv=3.918, sprd=0.025]
Ep 044/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.758, pair=0.015, adv=3.581, sprd=0.028]
Ep 044/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:36,  1.37it/s, loss=0.758, pair=0.015, adv=3.581, sprd=0.028]
Ep 044/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:36,  1.37it/s, loss=0.738, pair=0.004, adv=3.451, sprd=0.025]
Ep 044/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:31,  1.43it/s, loss=0.738, pair=0.004, adv=3.451, sprd=0.025]
Ep 044/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:31,  1.43it/s, loss=0.876, pair=0.005, adv=3.690, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.36it/s, loss=0.876, pair=0.005, adv=3.690, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.36it/s, loss=0.725, pair=0.003, adv=3.801, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:29,  1.44it/s, loss=0.725, pair=0.003, adv=3.801, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.44it/s, loss=0.722, pair=0.002, adv=3.930, sprd=0.021]
Ep 044/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.39it/s, loss=0.722, pair=0.002, adv=3.930, sprd=0.021]
Ep 044/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:32,  1.39it/s, loss=0.727, pair=0.005, adv=3.672, sprd=0.024]
Ep 044/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:27,  1.46it/s, loss=0.727, pair=0.005, adv=3.672, sprd=0.024]
Ep 044/60 [S3:+sens]:  62%|█▏| 206/333 [02:23<01:27,  1.46it/s, loss=0.715, pair=0.005, adv=3.521, sprd=0.020]
Ep 044/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.715, pair=0.005, adv=3.521, sprd=0.020]
Ep 044/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.695, pair=0.021, adv=3.892, sprd=0.015]
Ep 044/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.49it/s, loss=0.695, pair=0.021, adv=3.892, sprd=0.015]
Ep 044/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.49it/s, loss=0.716, pair=0.003, adv=4.000, sprd=0.021]
Ep 044/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.716, pair=0.003, adv=4.000, sprd=0.021]
Ep 044/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.720, pair=0.002, adv=3.330, sprd=0.024]
Ep 044/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.48it/s, loss=0.720, pair=0.002, adv=3.330, sprd=0.024]
Ep 044/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.48it/s, loss=0.798, pair=0.007, adv=3.741, sprd=0.023]
Ep 044/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.45it/s, loss=0.798, pair=0.007, adv=3.741, sprd=0.023]
Ep 044/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:24,  1.45it/s, loss=0.738, pair=0.006, adv=3.949, sprd=0.028]
Ep 044/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.50it/s, loss=0.738, pair=0.006, adv=3.949, sprd=0.028]
Ep 044/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:20,  1.50it/s, loss=0.714, pair=0.022, adv=3.344, sprd=0.019]
Ep 044/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.44it/s, loss=0.714, pair=0.022, adv=3.344, sprd=0.019]
Ep 044/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.44it/s, loss=0.718, pair=0.008, adv=3.667, sprd=0.023]
Ep 044/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.718, pair=0.008, adv=3.667, sprd=0.023]
Ep 044/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.52it/s, loss=0.739, pair=0.001, adv=3.714, sprd=0.025]
Ep 044/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.43it/s, loss=0.739, pair=0.001, adv=3.714, sprd=0.025]
Ep 044/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:22,  1.43it/s, loss=0.737, pair=0.013, adv=3.684, sprd=0.026]
Ep 044/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.50it/s, loss=0.737, pair=0.013, adv=3.684, sprd=0.026]
Ep 044/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.50it/s, loss=0.814, pair=0.023, adv=3.817, sprd=0.026]
Ep 044/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.45it/s, loss=0.814, pair=0.023, adv=3.817, sprd=0.026]
Ep 044/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.45it/s, loss=0.759, pair=0.008, adv=3.797, sprd=0.032]
Ep 044/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.759, pair=0.008, adv=3.797, sprd=0.032]
Ep 044/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:17,  1.48it/s, loss=0.722, pair=0.012, adv=3.972, sprd=0.024]
Ep 044/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.722, pair=0.012, adv=3.972, sprd=0.024]
Ep 044/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.710, pair=0.010, adv=3.809, sprd=0.019]
Ep 044/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.710, pair=0.010, adv=3.809, sprd=0.019]
Ep 044/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.722, pair=0.000, adv=4.132, sprd=0.022]
Ep 044/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.722, pair=0.000, adv=4.132, sprd=0.022]
Ep 044/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:18,  1.43it/s, loss=0.744, pair=0.003, adv=3.824, sprd=0.026]
Ep 044/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.744, pair=0.003, adv=3.824, sprd=0.026]
Ep 044/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.757, pair=0.007, adv=3.862, sprd=0.029]
Ep 044/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:18,  1.39it/s, loss=0.757, pair=0.007, adv=3.862, sprd=0.029]
Ep 044/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:18,  1.39it/s, loss=0.729, pair=0.018, adv=3.753, sprd=0.022]
Ep 044/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:14,  1.46it/s, loss=0.729, pair=0.018, adv=3.753, sprd=0.022]
Ep 044/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:14,  1.46it/s, loss=0.731, pair=0.004, adv=3.687, sprd=0.024]
Ep 044/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.731, pair=0.004, adv=3.687, sprd=0.024]
Ep 044/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.748, pair=0.000, adv=4.028, sprd=0.028]
Ep 044/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.47it/s, loss=0.748, pair=0.000, adv=4.028, sprd=0.028]
Ep 044/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.727, pair=0.001, adv=3.970, sprd=0.021]
Ep 044/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:17,  1.38it/s, loss=0.727, pair=0.001, adv=3.970, sprd=0.021]
Ep 044/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:17,  1.38it/s, loss=0.733, pair=0.005, adv=3.733, sprd=0.024]
Ep 044/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:12,  1.45it/s, loss=0.733, pair=0.005, adv=3.733, sprd=0.024]
Ep 044/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:12,  1.45it/s, loss=0.714, pair=0.004, adv=4.156, sprd=0.020]
Ep 044/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.714, pair=0.004, adv=4.156, sprd=0.020]
Ep 044/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.721, pair=0.006, adv=3.899, sprd=0.023]
Ep 044/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.47it/s, loss=0.721, pair=0.006, adv=3.899, sprd=0.023]
Ep 044/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:09,  1.47it/s, loss=0.735, pair=0.006, adv=3.831, sprd=0.025]
Ep 044/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.735, pair=0.006, adv=3.831, sprd=0.025]
Ep 044/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:13,  1.39it/s, loss=0.718, pair=0.010, adv=3.668, sprd=0.022]
Ep 044/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.48it/s, loss=0.718, pair=0.010, adv=3.668, sprd=0.022]
Ep 044/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.48it/s, loss=0.713, pair=0.000, adv=3.780, sprd=0.019]
Ep 044/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.42it/s, loss=0.713, pair=0.000, adv=3.780, sprd=0.019]
Ep 044/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.755, pair=0.003, adv=3.929, sprd=0.030]
Ep 044/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:07,  1.46it/s, loss=0.755, pair=0.003, adv=3.929, sprd=0.030]
Ep 044/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:07,  1.46it/s, loss=0.733, pair=0.002, adv=3.717, sprd=0.024]
Ep 044/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.43it/s, loss=0.733, pair=0.002, adv=3.717, sprd=0.024]
Ep 044/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.43it/s, loss=0.720, pair=0.002, adv=3.467, sprd=0.021]
Ep 044/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.49it/s, loss=0.720, pair=0.002, adv=3.467, sprd=0.021]
Ep 044/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.49it/s, loss=0.725, pair=0.008, adv=3.832, sprd=0.023]
Ep 044/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:05,  1.46it/s, loss=0.725, pair=0.008, adv=3.832, sprd=0.023]
Ep 044/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:05,  1.46it/s, loss=0.726, pair=0.008, adv=3.799, sprd=0.024]
Ep 044/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.53it/s, loss=0.726, pair=0.008, adv=3.799, sprd=0.024]
Ep 044/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.53it/s, loss=0.718, pair=0.004, adv=3.923, sprd=0.021]
Ep 044/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:04,  1.45it/s, loss=0.718, pair=0.004, adv=3.923, sprd=0.021]
Ep 044/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:04,  1.45it/s, loss=0.723, pair=0.001, adv=3.529, sprd=0.021]
Ep 044/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.52it/s, loss=0.723, pair=0.001, adv=3.529, sprd=0.021]
Ep 044/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:01,  1.52it/s, loss=0.714, pair=0.003, adv=3.396, sprd=0.018]
Ep 044/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.714, pair=0.003, adv=3.396, sprd=0.018]
Ep 044/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.750, pair=0.003, adv=3.621, sprd=0.027]
Ep 044/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.750, pair=0.003, adv=3.621, sprd=0.027]
Ep 044/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.49it/s, loss=0.736, pair=0.001, adv=4.064, sprd=0.025]
Ep 044/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.736, pair=0.001, adv=4.064, sprd=0.025]
Ep 044/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.43it/s, loss=0.728, pair=0.010, adv=3.709, sprd=0.022]
Ep 044/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.728, pair=0.010, adv=3.709, sprd=0.022]
Ep 044/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.50it/s, loss=0.729, pair=0.000, adv=3.941, sprd=0.025]
Ep 044/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.43it/s, loss=0.729, pair=0.000, adv=3.941, sprd=0.025]
Ep 044/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.43it/s, loss=0.735, pair=0.007, adv=3.799, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.50it/s, loss=0.735, pair=0.007, adv=3.799, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.50it/s, loss=0.738, pair=0.010, adv=4.186, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.43it/s, loss=0.738, pair=0.010, adv=4.186, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<00:59,  1.43it/s, loss=0.732, pair=0.000, adv=3.884, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.49it/s, loss=0.732, pair=0.000, adv=3.884, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.49it/s, loss=0.743, pair=0.000, adv=3.970, sprd=0.027]
Ep 044/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.44it/s, loss=0.743, pair=0.000, adv=3.970, sprd=0.027]
Ep 044/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:58,  1.44it/s, loss=0.724, pair=0.000, adv=3.916, sprd=0.023]
Ep 044/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.724, pair=0.000, adv=3.916, sprd=0.023]
Ep 044/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.732, pair=0.003, adv=3.800, sprd=0.022]
Ep 044/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.43it/s, loss=0.732, pair=0.003, adv=3.800, sprd=0.022]
Ep 044/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.43it/s, loss=0.717, pair=0.003, adv=3.916, sprd=0.020]
Ep 044/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.49it/s, loss=0.717, pair=0.003, adv=3.916, sprd=0.020]
Ep 044/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.737, pair=0.013, adv=4.010, sprd=0.025]
Ep 044/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.737, pair=0.013, adv=4.010, sprd=0.025]
Ep 044/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:55,  1.43it/s, loss=0.740, pair=0.001, adv=3.780, sprd=0.028]
Ep 044/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.740, pair=0.001, adv=3.780, sprd=0.028]
Ep 044/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.779, pair=0.002, adv=4.083, sprd=0.020]
Ep 044/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.46it/s, loss=0.779, pair=0.002, adv=4.083, sprd=0.020]
Ep 044/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.46it/s, loss=0.721, pair=0.002, adv=3.997, sprd=0.020]
Ep 044/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.51it/s, loss=0.721, pair=0.002, adv=3.997, sprd=0.020]
Ep 044/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.51it/s, loss=0.716, pair=0.002, adv=4.100, sprd=0.018]
Ep 044/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:54,  1.40it/s, loss=0.716, pair=0.002, adv=4.100, sprd=0.018]
Ep 044/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:54,  1.40it/s, loss=0.726, pair=0.012, adv=3.897, sprd=0.021]
Ep 044/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.48it/s, loss=0.726, pair=0.012, adv=3.897, sprd=0.021]
Ep 044/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.725, pair=0.001, adv=3.961, sprd=0.023]
Ep 044/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.725, pair=0.001, adv=3.961, sprd=0.023]
Ep 044/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.42it/s, loss=0.753, pair=0.002, adv=3.805, sprd=0.030]
Ep 044/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.46it/s, loss=0.753, pair=0.002, adv=3.805, sprd=0.030]
Ep 044/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.46it/s, loss=0.728, pair=0.000, adv=3.933, sprd=0.025]
Ep 044/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.728, pair=0.000, adv=3.933, sprd=0.025]
Ep 044/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.736, pair=0.000, adv=3.968, sprd=0.025]
Ep 044/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.46it/s, loss=0.736, pair=0.000, adv=3.968, sprd=0.025]
Ep 044/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.46it/s, loss=0.720, pair=0.006, adv=4.029, sprd=0.020]
Ep 044/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.41it/s, loss=0.720, pair=0.006, adv=4.029, sprd=0.020]
Ep 044/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:49,  1.41it/s, loss=0.739, pair=0.004, adv=3.521, sprd=0.028]
Ep 044/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.48it/s, loss=0.739, pair=0.004, adv=3.521, sprd=0.028]
Ep 044/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.48it/s, loss=0.738, pair=0.001, adv=4.067, sprd=0.027]
Ep 044/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.738, pair=0.001, adv=4.067, sprd=0.027]
Ep 044/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.728, pair=0.003, adv=3.801, sprd=0.022]
Ep 044/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.49it/s, loss=0.728, pair=0.003, adv=3.801, sprd=0.022]
Ep 044/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.49it/s, loss=0.801, pair=0.015, adv=3.516, sprd=0.020]
Ep 044/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.801, pair=0.015, adv=3.516, sprd=0.020]
Ep 044/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.727, pair=0.010, adv=3.988, sprd=0.023]
Ep 044/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.48it/s, loss=0.727, pair=0.010, adv=3.988, sprd=0.023]
Ep 044/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:44,  1.48it/s, loss=0.744, pair=0.014, adv=3.661, sprd=0.024]
Ep 044/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.37it/s, loss=0.744, pair=0.014, adv=3.661, sprd=0.024]
Ep 044/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:46,  1.37it/s, loss=0.724, pair=0.008, adv=4.195, sprd=0.022]
Ep 044/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.45it/s, loss=0.724, pair=0.008, adv=4.195, sprd=0.022]
Ep 044/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:43,  1.45it/s, loss=0.740, pair=0.007, adv=3.796, sprd=0.025]
Ep 044/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.41it/s, loss=0.740, pair=0.007, adv=3.796, sprd=0.025]
Ep 044/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.41it/s, loss=0.718, pair=0.006, adv=4.116, sprd=0.022]
Ep 044/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.718, pair=0.006, adv=4.116, sprd=0.022]
Ep 044/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:41,  1.48it/s, loss=0.752, pair=0.008, adv=3.928, sprd=0.030]
Ep 044/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.43it/s, loss=0.752, pair=0.008, adv=3.928, sprd=0.030]
Ep 044/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.43it/s, loss=0.716, pair=0.018, adv=3.623, sprd=0.019]
Ep 044/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.51it/s, loss=0.716, pair=0.018, adv=3.623, sprd=0.019]
Ep 044/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.51it/s, loss=0.730, pair=0.009, adv=3.800, sprd=0.024]
Ep 044/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.730, pair=0.009, adv=3.800, sprd=0.024]
Ep 044/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.40it/s, loss=0.717, pair=0.001, adv=3.373, sprd=0.019]
Ep 044/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.717, pair=0.001, adv=3.373, sprd=0.019]
Ep 044/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.48it/s, loss=0.728, pair=0.000, adv=3.756, sprd=0.024]
Ep 044/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.42it/s, loss=0.728, pair=0.000, adv=3.756, sprd=0.024]
Ep 044/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.42it/s, loss=0.736, pair=0.008, adv=3.644, sprd=0.025]
Ep 044/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.48it/s, loss=0.736, pair=0.008, adv=3.644, sprd=0.025]
Ep 044/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.48it/s, loss=0.734, pair=0.012, adv=3.767, sprd=0.023]
Ep 044/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.734, pair=0.012, adv=3.767, sprd=0.023]
Ep 044/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:37,  1.43it/s, loss=0.731, pair=0.014, adv=3.905, sprd=0.025]
Ep 044/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.731, pair=0.014, adv=3.905, sprd=0.025]
Ep 044/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.727, pair=0.001, adv=3.876, sprd=0.023]
Ep 044/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.42it/s, loss=0.727, pair=0.001, adv=3.876, sprd=0.023]
Ep 044/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.42it/s, loss=0.714, pair=0.001, adv=3.722, sprd=0.020]
Ep 044/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.50it/s, loss=0.714, pair=0.001, adv=3.722, sprd=0.020]
Ep 044/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:33,  1.50it/s, loss=0.736, pair=0.004, adv=3.697, sprd=0.026]
Ep 044/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.47it/s, loss=0.736, pair=0.004, adv=3.697, sprd=0.026]
Ep 044/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.47it/s, loss=0.716, pair=0.010, adv=3.955, sprd=0.022]
Ep 044/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:31,  1.53it/s, loss=0.716, pair=0.010, adv=3.955, sprd=0.022]
Ep 044/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:31,  1.53it/s, loss=0.734, pair=0.026, adv=3.904, sprd=0.019]
Ep 044/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.42it/s, loss=0.734, pair=0.026, adv=3.904, sprd=0.019]
Ep 044/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:33,  1.42it/s, loss=0.706, pair=0.010, adv=3.906, sprd=0.021]
Ep 044/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.706, pair=0.010, adv=3.906, sprd=0.021]
Ep 044/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.800, pair=0.004, adv=3.786, sprd=0.024]
Ep 044/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.800, pair=0.004, adv=3.786, sprd=0.024]
Ep 044/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.43it/s, loss=0.707, pair=0.006, adv=3.485, sprd=0.019]
Ep 044/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.50it/s, loss=0.707, pair=0.006, adv=3.485, sprd=0.019]
Ep 044/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:29,  1.50it/s, loss=0.803, pair=0.027, adv=3.858, sprd=0.022]
Ep 044/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.803, pair=0.027, adv=3.858, sprd=0.022]
Ep 044/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.748, pair=0.008, adv=3.810, sprd=0.026]
Ep 044/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.50it/s, loss=0.748, pair=0.008, adv=3.810, sprd=0.026]
Ep 044/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.50it/s, loss=0.733, pair=0.020, adv=3.820, sprd=0.023]
Ep 044/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:28,  1.45it/s, loss=0.733, pair=0.020, adv=3.820, sprd=0.023]
Ep 044/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:28,  1.45it/s, loss=0.723, pair=0.001, adv=3.809, sprd=0.020]
Ep 044/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.51it/s, loss=0.723, pair=0.001, adv=3.809, sprd=0.020]
Ep 044/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.51it/s, loss=0.712, pair=0.014, adv=3.560, sprd=0.019]
Ep 044/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.45it/s, loss=0.712, pair=0.014, adv=3.560, sprd=0.019]
Ep 044/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.45it/s, loss=0.746, pair=0.006, adv=3.625, sprd=0.029]
Ep 044/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.50it/s, loss=0.746, pair=0.006, adv=3.625, sprd=0.029]
Ep 044/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:25,  1.50it/s, loss=0.726, pair=0.016, adv=3.752, sprd=0.021]
Ep 044/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.42it/s, loss=0.726, pair=0.016, adv=3.752, sprd=0.021]
Ep 044/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:26,  1.42it/s, loss=0.739, pair=0.007, adv=3.922, sprd=0.026]
Ep 044/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.739, pair=0.007, adv=3.922, sprd=0.026]
Ep 044/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.730, pair=0.027, adv=3.804, sprd=0.023]
Ep 044/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.730, pair=0.027, adv=3.804, sprd=0.023]
Ep 044/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.43it/s, loss=0.735, pair=0.017, adv=3.905, sprd=0.023]
Ep 044/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.735, pair=0.017, adv=3.905, sprd=0.023]
Ep 044/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.49it/s, loss=0.735, pair=0.024, adv=3.789, sprd=0.023]
Ep 044/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.43it/s, loss=0.735, pair=0.024, adv=3.789, sprd=0.023]
Ep 044/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.43it/s, loss=0.721, pair=0.019, adv=3.844, sprd=0.020]
Ep 044/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.49it/s, loss=0.721, pair=0.019, adv=3.844, sprd=0.020]
Ep 044/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.49it/s, loss=0.725, pair=0.008, adv=3.876, sprd=0.025]
Ep 044/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.43it/s, loss=0.725, pair=0.008, adv=3.876, sprd=0.025]
Ep 044/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.43it/s, loss=0.729, pair=0.010, adv=3.772, sprd=0.023]
Ep 044/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.50it/s, loss=0.729, pair=0.010, adv=3.772, sprd=0.023]
Ep 044/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.50it/s, loss=0.723, pair=0.026, adv=3.856, sprd=0.021]
Ep 044/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.45it/s, loss=0.723, pair=0.026, adv=3.856, sprd=0.021]
Ep 044/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.45it/s, loss=0.738, pair=0.009, adv=3.641, sprd=0.027]
Ep 044/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.51it/s, loss=0.738, pair=0.009, adv=3.641, sprd=0.027]
Ep 044/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.51it/s, loss=0.718, pair=0.049, adv=3.691, sprd=0.018]
Ep 044/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:18,  1.48it/s, loss=0.718, pair=0.049, adv=3.691, sprd=0.018]
Ep 044/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:18,  1.48it/s, loss=0.736, pair=0.018, adv=3.892, sprd=0.025]
Ep 044/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.53it/s, loss=0.736, pair=0.018, adv=3.892, sprd=0.025]
Ep 044/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.53it/s, loss=0.725, pair=0.015, adv=4.205, sprd=0.022]
Ep 044/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:17,  1.46it/s, loss=0.725, pair=0.015, adv=4.205, sprd=0.022]
Ep 044/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:17,  1.46it/s, loss=0.756, pair=0.004, adv=3.961, sprd=0.031]
Ep 044/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.756, pair=0.004, adv=3.961, sprd=0.031]
Ep 044/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.734, pair=0.005, adv=3.814, sprd=0.025]
Ep 044/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.45it/s, loss=0.734, pair=0.005, adv=3.814, sprd=0.025]
Ep 044/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.45it/s, loss=0.716, pair=0.002, adv=3.903, sprd=0.023]
Ep 044/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.50it/s, loss=0.716, pair=0.002, adv=3.903, sprd=0.023]
Ep 044/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.50it/s, loss=0.771, pair=0.005, adv=3.604, sprd=0.017]
Ep 044/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.771, pair=0.005, adv=3.604, sprd=0.017]
Ep 044/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.729, pair=0.001, adv=3.711, sprd=0.024]
Ep 044/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.51it/s, loss=0.729, pair=0.001, adv=3.711, sprd=0.024]
Ep 044/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.731, pair=0.003, adv=3.849, sprd=0.022]
Ep 044/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.40it/s, loss=0.731, pair=0.003, adv=3.849, sprd=0.022]
Ep 044/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.40it/s, loss=0.700, pair=0.002, adv=4.010, sprd=0.017]
Ep 044/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.700, pair=0.002, adv=4.010, sprd=0.017]
Ep 044/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.725, pair=0.000, adv=3.872, sprd=0.023]
Ep 044/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.725, pair=0.000, adv=3.872, sprd=0.023]
Ep 044/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.713, pair=0.000, adv=3.880, sprd=0.021]
Ep 044/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.52it/s, loss=0.713, pair=0.000, adv=3.880, sprd=0.021]
Ep 044/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.52it/s, loss=0.737, pair=0.002, adv=4.223, sprd=0.024]
Ep 044/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.38it/s, loss=0.737, pair=0.002, adv=4.223, sprd=0.024]
Ep 044/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.38it/s, loss=0.723, pair=0.001, adv=4.103, sprd=0.023]
Ep 044/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.723, pair=0.001, adv=4.103, sprd=0.023]
Ep 044/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.734, pair=0.003, adv=3.941, sprd=0.024]
Ep 044/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:10,  1.40it/s, loss=0.734, pair=0.003, adv=3.941, sprd=0.024]
Ep 044/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:10,  1.40it/s, loss=0.731, pair=0.000, adv=3.747, sprd=0.024]
Ep 044/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.47it/s, loss=0.731, pair=0.000, adv=3.747, sprd=0.024]
Ep 044/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.706, pair=0.002, adv=3.806, sprd=0.017]
Ep 044/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.706, pair=0.002, adv=3.806, sprd=0.017]
Ep 044/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.728, pair=0.000, adv=3.629, sprd=0.023]
Ep 044/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.728, pair=0.000, adv=3.629, sprd=0.023]
Ep 044/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.729, pair=0.000, adv=3.884, sprd=0.021]
Ep 044/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.729, pair=0.000, adv=3.884, sprd=0.021]
Ep 044/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.712, pair=0.000, adv=3.648, sprd=0.021]
Ep 044/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.712, pair=0.000, adv=3.648, sprd=0.021]
Ep 044/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.730, pair=0.000, adv=3.798, sprd=0.025]
Ep 044/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.42it/s, loss=0.730, pair=0.000, adv=3.798, sprd=0.025]
Ep 044/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.737, pair=0.000, adv=3.803, sprd=0.027]
Ep 044/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.737, pair=0.000, adv=3.803, sprd=0.027]
Ep 044/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.724, pair=0.001, adv=3.753, sprd=0.021]
Ep 044/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.37it/s, loss=0.724, pair=0.001, adv=3.753, sprd=0.021]
Ep 044/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.37it/s, loss=0.728, pair=0.001, adv=3.762, sprd=0.025]
Ep 044/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.46it/s, loss=0.728, pair=0.001, adv=3.762, sprd=0.025]
Ep 044/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.46it/s, loss=0.731, pair=0.000, adv=3.595, sprd=0.028]
Ep 044/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.39it/s, loss=0.731, pair=0.000, adv=3.595, sprd=0.028]
Ep 044/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.39it/s, loss=0.740, pair=0.001, adv=3.473, sprd=0.026]
Ep 044/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.44it/s, loss=0.740, pair=0.001, adv=3.473, sprd=0.026]
Ep 044/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.44it/s, loss=0.731, pair=0.004, adv=3.837, sprd=0.022]
Ep 044/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.39it/s, loss=0.731, pair=0.004, adv=3.837, sprd=0.022]
Ep 044/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.39it/s, loss=0.700, pair=0.000, adv=3.639, sprd=0.018]
Ep 044/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.47it/s, loss=0.700, pair=0.000, adv=3.639, sprd=0.018]
Ep 044/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.734, pair=0.001, adv=3.811, sprd=0.026]
Ep 044/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.42it/s, loss=0.734, pair=0.001, adv=3.811, sprd=0.026]
                                                                                                              
Epoch 044/60 [S3:+sens]  loss=0.7329  mat=0.2405  sens=1.0161  pair=0.0062  adv=3.7518(rand=3.37)  deg=0.0115  orth=0.0011  spread=0.0232  q_mean=49.6  q_std=15.2  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.26e-05  230s

Ep 045/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 045/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.733, pair=0.002, adv=3.877, sprd=0.025]
Ep 045/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:41,  1.21s/it, loss=0.733, pair=0.002, adv=3.877, sprd=0.025]
Ep 045/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:41,  1.21s/it, loss=0.741, pair=0.000, adv=3.933, sprd=0.029]
Ep 045/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:43,  1.17it/s, loss=0.741, pair=0.000, adv=3.933, sprd=0.029]
Ep 045/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:43,  1.17it/s, loss=0.721, pair=0.003, adv=3.942, sprd=0.022]
Ep 045/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:30,  1.22it/s, loss=0.721, pair=0.003, adv=3.942, sprd=0.022]
Ep 045/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:30,  1.22it/s, loss=0.740, pair=0.013, adv=3.857, sprd=0.027]
Ep 045/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.740, pair=0.013, adv=3.857, sprd=0.027]
Ep 045/60 [S3:+sens]:   1%|    | 4/333 [00:04<04:01,  1.36it/s, loss=0.728, pair=0.002, adv=4.043, sprd=0.022]
Ep 045/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:08,  1.32it/s, loss=0.728, pair=0.002, adv=4.043, sprd=0.022]
Ep 045/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:08,  1.32it/s, loss=0.755, pair=0.001, adv=3.575, sprd=0.029]
Ep 045/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:53,  1.40it/s, loss=0.755, pair=0.001, adv=3.575, sprd=0.029]
Ep 045/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:53,  1.40it/s, loss=0.726, pair=0.003, adv=3.955, sprd=0.023]
Ep 045/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:57,  1.37it/s, loss=0.726, pair=0.003, adv=3.955, sprd=0.023]
Ep 045/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:57,  1.37it/s, loss=0.714, pair=0.007, adv=4.119, sprd=0.019]
Ep 045/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:43,  1.45it/s, loss=0.714, pair=0.007, adv=4.119, sprd=0.019]
Ep 045/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:43,  1.45it/s, loss=0.726, pair=0.003, adv=3.927, sprd=0.025]
Ep 045/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:48,  1.42it/s, loss=0.726, pair=0.003, adv=3.927, sprd=0.025]
Ep 045/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:48,  1.42it/s, loss=0.715, pair=0.000, adv=3.735, sprd=0.021]
Ep 045/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:34,  1.51it/s, loss=0.715, pair=0.000, adv=3.735, sprd=0.021]
Ep 045/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:34,  1.51it/s, loss=0.727, pair=0.001, adv=3.995, sprd=0.024]
Ep 045/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.44it/s, loss=0.727, pair=0.001, adv=3.995, sprd=0.024]
Ep 045/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.44it/s, loss=0.719, pair=0.003, adv=3.788, sprd=0.024]
Ep 045/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:34,  1.50it/s, loss=0.719, pair=0.003, adv=3.788, sprd=0.024]
Ep 045/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:34,  1.50it/s, loss=0.800, pair=0.001, adv=3.970, sprd=0.025]
Ep 045/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.45it/s, loss=0.800, pair=0.001, adv=3.970, sprd=0.025]
Ep 045/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.45it/s, loss=0.724, pair=0.006, adv=3.937, sprd=0.023]
Ep 045/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:29,  1.52it/s, loss=0.724, pair=0.006, adv=3.937, sprd=0.023]
Ep 045/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:29,  1.52it/s, loss=0.735, pair=0.002, adv=3.947, sprd=0.024]
Ep 045/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:43,  1.42it/s, loss=0.735, pair=0.002, adv=3.947, sprd=0.024]
Ep 045/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:43,  1.42it/s, loss=0.739, pair=0.012, adv=3.797, sprd=0.024]
Ep 045/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:32,  1.49it/s, loss=0.739, pair=0.012, adv=3.797, sprd=0.024]
Ep 045/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:32,  1.49it/s, loss=0.751, pair=0.005, adv=3.534, sprd=0.026]
Ep 045/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:44,  1.41it/s, loss=0.751, pair=0.005, adv=3.534, sprd=0.026]
Ep 045/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:44,  1.41it/s, loss=0.721, pair=0.003, adv=3.645, sprd=0.021]
Ep 045/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:34,  1.47it/s, loss=0.721, pair=0.003, adv=3.645, sprd=0.021]
Ep 045/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:34,  1.47it/s, loss=0.723, pair=0.004, adv=3.445, sprd=0.024]
Ep 045/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.723, pair=0.004, adv=3.445, sprd=0.024]
Ep 045/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:43,  1.40it/s, loss=0.710, pair=0.004, adv=3.652, sprd=0.019]
Ep 045/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:32,  1.47it/s, loss=0.710, pair=0.004, adv=3.652, sprd=0.019]
Ep 045/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:32,  1.47it/s, loss=0.706, pair=0.004, adv=3.456, sprd=0.019]
Ep 045/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:40,  1.42it/s, loss=0.706, pair=0.004, adv=3.456, sprd=0.019]
Ep 045/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.722, pair=0.000, adv=3.754, sprd=0.020]
Ep 045/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:28,  1.49it/s, loss=0.722, pair=0.000, adv=3.754, sprd=0.020]
Ep 045/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:28,  1.49it/s, loss=0.746, pair=0.000, adv=3.731, sprd=0.026]
Ep 045/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.746, pair=0.000, adv=3.731, sprd=0.026]
Ep 045/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.758, pair=0.002, adv=3.628, sprd=0.031]
Ep 045/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:29,  1.48it/s, loss=0.758, pair=0.002, adv=3.628, sprd=0.031]
Ep 045/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:29,  1.48it/s, loss=0.728, pair=0.016, adv=3.739, sprd=0.022]
Ep 045/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:30,  1.47it/s, loss=0.728, pair=0.016, adv=3.739, sprd=0.022]
Ep 045/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:30,  1.47it/s, loss=0.719, pair=0.009, adv=3.461, sprd=0.022]
Ep 045/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:20,  1.53it/s, loss=0.719, pair=0.009, adv=3.461, sprd=0.022]
Ep 045/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:20,  1.53it/s, loss=0.715, pair=0.001, adv=3.880, sprd=0.021]
Ep 045/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:24,  1.50it/s, loss=0.715, pair=0.001, adv=3.880, sprd=0.021]
Ep 045/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:24,  1.50it/s, loss=0.709, pair=0.000, adv=3.519, sprd=0.018]
Ep 045/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:14,  1.57it/s, loss=0.709, pair=0.000, adv=3.519, sprd=0.018]
Ep 045/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:14,  1.57it/s, loss=0.731, pair=0.001, adv=3.454, sprd=0.020]
Ep 045/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:38,  1.39it/s, loss=0.731, pair=0.001, adv=3.454, sprd=0.020]
Ep 045/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:38,  1.39it/s, loss=0.741, pair=0.002, adv=3.754, sprd=0.027]
Ep 045/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:29,  1.45it/s, loss=0.741, pair=0.002, adv=3.754, sprd=0.027]
Ep 045/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:29,  1.45it/s, loss=0.790, pair=0.012, adv=3.518, sprd=0.020]
Ep 045/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:29,  1.44it/s, loss=0.790, pair=0.012, adv=3.518, sprd=0.020]
Ep 045/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:29,  1.44it/s, loss=0.718, pair=0.001, adv=3.660, sprd=0.023]
Ep 045/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:20,  1.50it/s, loss=0.718, pair=0.001, adv=3.660, sprd=0.023]
Ep 045/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:20,  1.50it/s, loss=0.784, pair=0.000, adv=3.831, sprd=0.019]
Ep 045/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.784, pair=0.000, adv=3.831, sprd=0.019]
Ep 045/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.738, pair=0.000, adv=3.704, sprd=0.026]
Ep 045/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:21,  1.49it/s, loss=0.738, pair=0.000, adv=3.704, sprd=0.026]
Ep 045/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:21,  1.49it/s, loss=0.727, pair=0.000, adv=3.767, sprd=0.023]
Ep 045/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.727, pair=0.000, adv=3.767, sprd=0.023]
Ep 045/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:29,  1.42it/s, loss=0.730, pair=0.005, adv=3.857, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.730, pair=0.005, adv=3.857, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.782, pair=0.001, adv=3.662, sprd=0.023]
Ep 045/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:24,  1.45it/s, loss=0.782, pair=0.001, adv=3.662, sprd=0.023]
Ep 045/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:24,  1.45it/s, loss=0.732, pair=0.003, adv=3.801, sprd=0.025]
Ep 045/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:15,  1.51it/s, loss=0.732, pair=0.003, adv=3.801, sprd=0.025]
Ep 045/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:15,  1.51it/s, loss=0.728, pair=0.004, adv=3.785, sprd=0.024]
Ep 045/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.43it/s, loss=0.728, pair=0.004, adv=3.785, sprd=0.024]
Ep 045/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.43it/s, loss=0.727, pair=0.004, adv=3.555, sprd=0.025]
Ep 045/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:18,  1.48it/s, loss=0.727, pair=0.004, adv=3.555, sprd=0.025]
Ep 045/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:18,  1.48it/s, loss=0.731, pair=0.004, adv=3.682, sprd=0.022]
Ep 045/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:31,  1.38it/s, loss=0.731, pair=0.004, adv=3.682, sprd=0.022]
Ep 045/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:31,  1.38it/s, loss=0.716, pair=0.001, adv=3.832, sprd=0.022]
Ep 045/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.716, pair=0.001, adv=3.832, sprd=0.022]
Ep 045/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.722, pair=0.001, adv=3.798, sprd=0.022]
Ep 045/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.43it/s, loss=0.722, pair=0.001, adv=3.798, sprd=0.022]
Ep 045/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.43it/s, loss=0.724, pair=0.000, adv=3.937, sprd=0.024]
Ep 045/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:13,  1.49it/s, loss=0.724, pair=0.000, adv=3.937, sprd=0.024]
Ep 045/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:13,  1.49it/s, loss=0.715, pair=0.000, adv=3.753, sprd=0.021]
Ep 045/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.715, pair=0.000, adv=3.753, sprd=0.021]
Ep 045/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.724, pair=0.000, adv=3.701, sprd=0.023]
Ep 045/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.724, pair=0.000, adv=3.701, sprd=0.023]
Ep 045/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.761, pair=0.007, adv=3.763, sprd=0.031]
Ep 045/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:20,  1.43it/s, loss=0.761, pair=0.007, adv=3.763, sprd=0.031]
Ep 045/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.729, pair=0.010, adv=3.964, sprd=0.023]
Ep 045/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:12,  1.48it/s, loss=0.729, pair=0.010, adv=3.964, sprd=0.023]
Ep 045/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:12,  1.48it/s, loss=0.742, pair=0.001, adv=3.493, sprd=0.027]
Ep 045/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.742, pair=0.001, adv=3.493, sprd=0.027]
Ep 045/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.744, pair=0.002, adv=3.842, sprd=0.027]
Ep 045/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:11,  1.48it/s, loss=0.744, pair=0.002, adv=3.842, sprd=0.027]
Ep 045/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:11,  1.48it/s, loss=0.814, pair=0.000, adv=3.613, sprd=0.030]
Ep 045/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:16,  1.44it/s, loss=0.814, pair=0.000, adv=3.613, sprd=0.030]
Ep 045/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:16,  1.44it/s, loss=0.719, pair=0.000, adv=3.700, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.719, pair=0.000, adv=3.700, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.785, pair=0.000, adv=3.988, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.785, pair=0.000, adv=3.988, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.707, pair=0.000, adv=3.821, sprd=0.018]
Ep 045/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.707, pair=0.000, adv=3.821, sprd=0.018]
Ep 045/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:04,  1.51it/s, loss=0.720, pair=0.000, adv=3.655, sprd=0.022]
Ep 045/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.45it/s, loss=0.720, pair=0.000, adv=3.655, sprd=0.022]
Ep 045/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.45it/s, loss=0.714, pair=0.000, adv=3.607, sprd=0.021]
Ep 045/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.714, pair=0.000, adv=3.607, sprd=0.021]
Ep 045/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.744, pair=0.004, adv=3.839, sprd=0.028]
Ep 045/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:09,  1.46it/s, loss=0.744, pair=0.004, adv=3.839, sprd=0.028]
Ep 045/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:09,  1.46it/s, loss=0.742, pair=0.000, adv=3.945, sprd=0.029]
Ep 045/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.742, pair=0.000, adv=3.945, sprd=0.029]
Ep 045/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.722, pair=0.002, adv=3.856, sprd=0.022]
Ep 045/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:11,  1.43it/s, loss=0.722, pair=0.002, adv=3.856, sprd=0.022]
Ep 045/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:11,  1.43it/s, loss=0.707, pair=0.002, adv=3.788, sprd=0.019]
Ep 045/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.51it/s, loss=0.707, pair=0.002, adv=3.788, sprd=0.019]
Ep 045/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.51it/s, loss=0.734, pair=0.003, adv=3.671, sprd=0.027]
Ep 045/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:06,  1.46it/s, loss=0.734, pair=0.003, adv=3.671, sprd=0.027]
Ep 045/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:06,  1.46it/s, loss=0.744, pair=0.000, adv=3.802, sprd=0.027]
Ep 045/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:00,  1.50it/s, loss=0.744, pair=0.000, adv=3.802, sprd=0.027]
Ep 045/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:00,  1.50it/s, loss=0.718, pair=0.001, adv=4.017, sprd=0.021]
Ep 045/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:08,  1.43it/s, loss=0.718, pair=0.001, adv=4.017, sprd=0.021]
Ep 045/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.43it/s, loss=0.728, pair=0.002, adv=3.477, sprd=0.024]
Ep 045/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.728, pair=0.002, adv=3.477, sprd=0.024]
Ep 045/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.726, pair=0.004, adv=3.616, sprd=0.025]
Ep 045/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:04,  1.46it/s, loss=0.726, pair=0.004, adv=3.616, sprd=0.025]
Ep 045/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.46it/s, loss=0.754, pair=0.001, adv=3.733, sprd=0.032]
Ep 045/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.754, pair=0.001, adv=3.733, sprd=0.032]
Ep 045/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.744, pair=0.003, adv=3.675, sprd=0.027]
Ep 045/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.744, pair=0.003, adv=3.675, sprd=0.027]
Ep 045/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.739, pair=0.001, adv=4.049, sprd=0.027]
Ep 045/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<03:01,  1.46it/s, loss=0.739, pair=0.001, adv=4.049, sprd=0.027]
Ep 045/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:01,  1.46it/s, loss=0.741, pair=0.003, adv=3.647, sprd=0.024]
Ep 045/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:08,  1.40it/s, loss=0.741, pair=0.003, adv=3.647, sprd=0.024]
Ep 045/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:08,  1.40it/s, loss=0.708, pair=0.000, adv=3.695, sprd=0.018]
Ep 045/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.708, pair=0.000, adv=3.695, sprd=0.018]
Ep 045/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.728, pair=0.000, adv=3.791, sprd=0.021]
Ep 045/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.728, pair=0.000, adv=3.791, sprd=0.021]
Ep 045/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.721, pair=0.000, adv=4.105, sprd=0.022]
Ep 045/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:55,  1.49it/s, loss=0.721, pair=0.000, adv=4.105, sprd=0.022]
Ep 045/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.49it/s, loss=0.720, pair=0.010, adv=4.124, sprd=0.021]
Ep 045/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.720, pair=0.010, adv=4.124, sprd=0.021]
Ep 045/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:00,  1.44it/s, loss=0.732, pair=0.001, adv=3.728, sprd=0.026]
Ep 045/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.50it/s, loss=0.732, pair=0.001, adv=3.728, sprd=0.026]
Ep 045/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.50it/s, loss=0.724, pair=0.001, adv=3.725, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:00,  1.43it/s, loss=0.724, pair=0.001, adv=3.725, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:00,  1.43it/s, loss=0.736, pair=0.002, adv=3.765, sprd=0.026]
Ep 045/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.736, pair=0.002, adv=3.765, sprd=0.026]
Ep 045/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.728, pair=0.010, adv=3.556, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.728, pair=0.010, adv=3.556, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.722, pair=0.005, adv=3.693, sprd=0.025]
Ep 045/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:48,  1.51it/s, loss=0.722, pair=0.005, adv=3.693, sprd=0.025]
Ep 045/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.51it/s, loss=0.781, pair=0.003, adv=3.860, sprd=0.020]
Ep 045/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:55,  1.45it/s, loss=0.781, pair=0.003, adv=3.860, sprd=0.020]
Ep 045/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:55,  1.45it/s, loss=0.714, pair=0.006, adv=3.897, sprd=0.023]
Ep 045/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.714, pair=0.006, adv=3.897, sprd=0.023]
Ep 045/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.778, pair=0.004, adv=3.767, sprd=0.024]
Ep 045/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:53,  1.45it/s, loss=0.778, pair=0.004, adv=3.767, sprd=0.024]
Ep 045/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.715, pair=0.007, adv=3.364, sprd=0.021]
Ep 045/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:45,  1.51it/s, loss=0.715, pair=0.007, adv=3.364, sprd=0.021]
Ep 045/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:45,  1.51it/s, loss=0.710, pair=0.015, adv=3.911, sprd=0.016]
Ep 045/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:53,  1.44it/s, loss=0.710, pair=0.015, adv=3.911, sprd=0.016]
Ep 045/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:53,  1.44it/s, loss=0.705, pair=0.006, adv=3.565, sprd=0.018]
Ep 045/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:42,  1.53it/s, loss=0.705, pair=0.006, adv=3.565, sprd=0.018]
Ep 045/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.739, pair=0.010, adv=3.574, sprd=0.025]
Ep 045/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:53,  1.43it/s, loss=0.739, pair=0.010, adv=3.574, sprd=0.025]
Ep 045/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:53,  1.43it/s, loss=0.719, pair=0.004, adv=4.177, sprd=0.022]
Ep 045/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.719, pair=0.004, adv=4.177, sprd=0.022]
Ep 045/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:44,  1.50it/s, loss=0.713, pair=0.003, adv=3.602, sprd=0.018]
Ep 045/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.713, pair=0.003, adv=3.602, sprd=0.018]
Ep 045/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.719, pair=0.007, adv=3.630, sprd=0.022]
Ep 045/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:45,  1.48it/s, loss=0.719, pair=0.007, adv=3.630, sprd=0.022]
Ep 045/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:45,  1.48it/s, loss=0.731, pair=0.009, adv=3.795, sprd=0.023]
Ep 045/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.731, pair=0.009, adv=3.795, sprd=0.023]
Ep 045/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.718, pair=0.002, adv=3.619, sprd=0.021]
Ep 045/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:42,  1.49it/s, loss=0.718, pair=0.002, adv=3.619, sprd=0.021]
Ep 045/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.720, pair=0.004, adv=3.433, sprd=0.022]
Ep 045/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:46,  1.45it/s, loss=0.720, pair=0.004, adv=3.433, sprd=0.022]
Ep 045/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:46,  1.45it/s, loss=0.723, pair=0.003, adv=3.934, sprd=0.021]
Ep 045/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:39,  1.51it/s, loss=0.723, pair=0.003, adv=3.934, sprd=0.021]
Ep 045/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:39,  1.51it/s, loss=0.736, pair=0.000, adv=4.100, sprd=0.024]
Ep 045/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.45it/s, loss=0.736, pair=0.000, adv=4.100, sprd=0.024]
Ep 045/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.45it/s, loss=0.709, pair=0.010, adv=4.158, sprd=0.017]
Ep 045/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:38,  1.51it/s, loss=0.709, pair=0.010, adv=4.158, sprd=0.017]
Ep 045/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:38,  1.51it/s, loss=0.787, pair=0.002, adv=3.837, sprd=0.020]
Ep 045/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:43,  1.46it/s, loss=0.787, pair=0.002, adv=3.837, sprd=0.020]
Ep 045/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:43,  1.46it/s, loss=0.720, pair=0.003, adv=3.589, sprd=0.021]
Ep 045/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.51it/s, loss=0.720, pair=0.003, adv=3.589, sprd=0.021]
Ep 045/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.51it/s, loss=0.712, pair=0.006, adv=3.933, sprd=0.019]
Ep 045/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:41,  1.46it/s, loss=0.712, pair=0.006, adv=3.933, sprd=0.019]
Ep 045/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:41,  1.46it/s, loss=0.744, pair=0.015, adv=3.636, sprd=0.025]
Ep 045/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.744, pair=0.015, adv=3.636, sprd=0.025]
Ep 045/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:35,  1.51it/s, loss=0.713, pair=0.010, adv=3.856, sprd=0.019]
Ep 045/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.46it/s, loss=0.713, pair=0.010, adv=3.856, sprd=0.019]
Ep 045/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.46it/s, loss=0.727, pair=0.005, adv=3.667, sprd=0.021]
Ep 045/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.727, pair=0.005, adv=3.667, sprd=0.021]
Ep 045/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.711, pair=0.008, adv=3.345, sprd=0.018]
Ep 045/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.46it/s, loss=0.711, pair=0.008, adv=3.345, sprd=0.018]
Ep 045/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.46it/s, loss=0.725, pair=0.006, adv=3.898, sprd=0.022]
Ep 045/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.725, pair=0.006, adv=3.898, sprd=0.022]
Ep 045/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.709, pair=0.007, adv=3.749, sprd=0.019]
Ep 045/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:38,  1.45it/s, loss=0.709, pair=0.007, adv=3.749, sprd=0.019]
Ep 045/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.714, pair=0.007, adv=3.713, sprd=0.021]
Ep 045/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.52it/s, loss=0.714, pair=0.007, adv=3.713, sprd=0.021]
Ep 045/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.52it/s, loss=0.719, pair=0.000, adv=3.790, sprd=0.020]
Ep 045/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:35,  1.47it/s, loss=0.719, pair=0.000, adv=3.790, sprd=0.020]
Ep 045/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:35,  1.47it/s, loss=0.768, pair=0.020, adv=3.898, sprd=0.031]
Ep 045/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:32,  1.49it/s, loss=0.768, pair=0.020, adv=3.898, sprd=0.031]
Ep 045/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.732, pair=0.002, adv=3.766, sprd=0.024]
Ep 045/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.43it/s, loss=0.732, pair=0.002, adv=3.766, sprd=0.024]
Ep 045/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.43it/s, loss=0.743, pair=0.001, adv=3.644, sprd=0.029]
Ep 045/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.48it/s, loss=0.743, pair=0.001, adv=3.644, sprd=0.029]
Ep 045/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.48it/s, loss=0.717, pair=0.001, adv=3.873, sprd=0.021]
Ep 045/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:33,  1.46it/s, loss=0.717, pair=0.001, adv=3.873, sprd=0.021]
Ep 045/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.720, pair=0.006, adv=3.713, sprd=0.021]
Ep 045/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.51it/s, loss=0.720, pair=0.006, adv=3.713, sprd=0.021]
Ep 045/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.51it/s, loss=0.736, pair=0.005, adv=3.968, sprd=0.022]
Ep 045/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.736, pair=0.005, adv=3.968, sprd=0.022]
Ep 045/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.727, pair=0.001, adv=3.791, sprd=0.026]
Ep 045/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:30,  1.47it/s, loss=0.727, pair=0.001, adv=3.791, sprd=0.026]
Ep 045/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:30,  1.47it/s, loss=0.734, pair=0.004, adv=3.570, sprd=0.024]
Ep 045/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:34,  1.43it/s, loss=0.734, pair=0.004, adv=3.570, sprd=0.024]
Ep 045/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.720, pair=0.005, adv=4.092, sprd=0.022]
Ep 045/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.51it/s, loss=0.720, pair=0.005, adv=4.092, sprd=0.022]
Ep 045/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.51it/s, loss=0.735, pair=0.002, adv=3.756, sprd=0.024]
Ep 045/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.735, pair=0.002, adv=3.756, sprd=0.024]
Ep 045/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.715, pair=0.005, adv=3.554, sprd=0.022]
Ep 045/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:22,  1.52it/s, loss=0.715, pair=0.005, adv=3.554, sprd=0.022]
Ep 045/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.52it/s, loss=0.729, pair=0.000, adv=3.767, sprd=0.021]
Ep 045/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:30,  1.43it/s, loss=0.729, pair=0.000, adv=3.767, sprd=0.021]
Ep 045/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:30,  1.43it/s, loss=0.723, pair=0.004, adv=3.910, sprd=0.023]
Ep 045/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:24,  1.49it/s, loss=0.723, pair=0.004, adv=3.910, sprd=0.023]
Ep 045/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.716, pair=0.000, adv=3.740, sprd=0.021]
Ep 045/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:32,  1.41it/s, loss=0.716, pair=0.000, adv=3.740, sprd=0.021]
Ep 045/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:32,  1.41it/s, loss=0.724, pair=0.005, adv=3.553, sprd=0.023]
Ep 045/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.49it/s, loss=0.724, pair=0.005, adv=3.553, sprd=0.023]
Ep 045/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.49it/s, loss=0.730, pair=0.007, adv=3.782, sprd=0.021]
Ep 045/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:32,  1.39it/s, loss=0.730, pair=0.007, adv=3.782, sprd=0.021]
Ep 045/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:32,  1.39it/s, loss=0.743, pair=0.004, adv=3.557, sprd=0.027]
Ep 045/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:24,  1.46it/s, loss=0.743, pair=0.004, adv=3.557, sprd=0.027]
Ep 045/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:24,  1.46it/s, loss=0.742, pair=0.005, adv=3.621, sprd=0.027]
Ep 045/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:32,  1.38it/s, loss=0.742, pair=0.005, adv=3.621, sprd=0.027]
Ep 045/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:32,  1.38it/s, loss=0.713, pair=0.003, adv=3.482, sprd=0.019]
Ep 045/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:23,  1.46it/s, loss=0.713, pair=0.003, adv=3.482, sprd=0.019]
Ep 045/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:23,  1.46it/s, loss=0.727, pair=0.003, adv=3.651, sprd=0.022]
Ep 045/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:28,  1.40it/s, loss=0.727, pair=0.003, adv=3.651, sprd=0.022]
Ep 045/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:28,  1.40it/s, loss=0.759, pair=0.003, adv=3.797, sprd=0.031]
Ep 045/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:22,  1.45it/s, loss=0.759, pair=0.003, adv=3.797, sprd=0.031]
Ep 045/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:22,  1.45it/s, loss=0.744, pair=0.001, adv=3.888, sprd=0.029]
Ep 045/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.42it/s, loss=0.744, pair=0.001, adv=3.888, sprd=0.029]
Ep 045/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.42it/s, loss=0.736, pair=0.001, adv=4.026, sprd=0.025]
Ep 045/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:17,  1.49it/s, loss=0.736, pair=0.001, adv=4.026, sprd=0.025]
Ep 045/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.49it/s, loss=0.744, pair=0.000, adv=3.560, sprd=0.026]
Ep 045/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.744, pair=0.000, adv=3.560, sprd=0.026]
Ep 045/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.722, pair=0.002, adv=3.849, sprd=0.020]
Ep 045/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:14,  1.51it/s, loss=0.722, pair=0.002, adv=3.849, sprd=0.020]
Ep 045/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:14,  1.51it/s, loss=0.748, pair=0.007, adv=3.792, sprd=0.026]
Ep 045/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:18,  1.46it/s, loss=0.748, pair=0.007, adv=3.792, sprd=0.026]
Ep 045/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:18,  1.46it/s, loss=0.759, pair=0.007, adv=4.061, sprd=0.032]
Ep 045/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:13,  1.50it/s, loss=0.759, pair=0.007, adv=4.061, sprd=0.032]
Ep 045/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:13,  1.50it/s, loss=0.700, pair=0.005, adv=3.768, sprd=0.018]
Ep 045/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:20,  1.43it/s, loss=0.700, pair=0.005, adv=3.768, sprd=0.018]
Ep 045/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.43it/s, loss=0.737, pair=0.003, adv=3.992, sprd=0.028]
Ep 045/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.737, pair=0.003, adv=3.992, sprd=0.028]
Ep 045/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.737, pair=0.003, adv=3.911, sprd=0.025]
Ep 045/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:20,  1.41it/s, loss=0.737, pair=0.003, adv=3.911, sprd=0.025]
Ep 045/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:20,  1.41it/s, loss=0.711, pair=0.004, adv=3.919, sprd=0.020]
Ep 045/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:12,  1.49it/s, loss=0.711, pair=0.004, adv=3.919, sprd=0.020]
Ep 045/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.49it/s, loss=0.828, pair=0.005, adv=3.969, sprd=0.032]
Ep 045/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.828, pair=0.005, adv=3.969, sprd=0.032]
Ep 045/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.729, pair=0.003, adv=4.153, sprd=0.027]
Ep 045/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.49it/s, loss=0.729, pair=0.003, adv=4.153, sprd=0.027]
Ep 045/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.755, pair=0.007, adv=3.564, sprd=0.030]
Ep 045/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:16,  1.42it/s, loss=0.755, pair=0.007, adv=3.564, sprd=0.030]
Ep 045/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:16,  1.42it/s, loss=0.717, pair=0.008, adv=3.685, sprd=0.021]
Ep 045/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:07,  1.51it/s, loss=0.717, pair=0.008, adv=3.685, sprd=0.021]
Ep 045/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:07,  1.51it/s, loss=0.729, pair=0.000, adv=4.087, sprd=0.024]
Ep 045/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:12,  1.45it/s, loss=0.729, pair=0.000, adv=4.087, sprd=0.024]
Ep 045/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.742, pair=0.000, adv=4.000, sprd=0.027]
Ep 045/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:07,  1.50it/s, loss=0.742, pair=0.000, adv=4.000, sprd=0.027]
Ep 045/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.50it/s, loss=0.735, pair=0.000, adv=3.877, sprd=0.027]
Ep 045/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.735, pair=0.000, adv=3.877, sprd=0.027]
Ep 045/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.713, pair=0.006, adv=3.343, sprd=0.020]
Ep 045/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:04,  1.52it/s, loss=0.713, pair=0.006, adv=3.343, sprd=0.020]
Ep 045/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.730, pair=0.000, adv=3.820, sprd=0.025]
Ep 045/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.44it/s, loss=0.730, pair=0.000, adv=3.820, sprd=0.025]
Ep 045/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.739, pair=0.010, adv=3.685, sprd=0.022]
Ep 045/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=0.739, pair=0.010, adv=3.685, sprd=0.022]
Ep 045/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.719, pair=0.004, adv=3.647, sprd=0.019]
Ep 045/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:11,  1.42it/s, loss=0.719, pair=0.004, adv=3.647, sprd=0.019]
Ep 045/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:11,  1.42it/s, loss=0.724, pair=0.002, adv=4.133, sprd=0.023]
Ep 045/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:04,  1.48it/s, loss=0.724, pair=0.002, adv=4.133, sprd=0.023]
Ep 045/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.48it/s, loss=0.753, pair=0.003, adv=3.823, sprd=0.027]
Ep 045/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.753, pair=0.003, adv=3.823, sprd=0.027]
Ep 045/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:11,  1.40it/s, loss=0.706, pair=0.002, adv=4.071, sprd=0.020]
Ep 045/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.49it/s, loss=0.706, pair=0.002, adv=4.071, sprd=0.020]
Ep 045/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.49it/s, loss=0.722, pair=0.000, adv=3.828, sprd=0.022]
Ep 045/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:07,  1.43it/s, loss=0.722, pair=0.000, adv=3.828, sprd=0.022]
Ep 045/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:07,  1.43it/s, loss=0.732, pair=0.001, adv=3.916, sprd=0.026]
Ep 045/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.48it/s, loss=0.732, pair=0.001, adv=3.916, sprd=0.026]
Ep 045/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.48it/s, loss=0.818, pair=0.000, adv=3.861, sprd=0.031]
Ep 045/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.818, pair=0.000, adv=3.861, sprd=0.031]
Ep 045/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.716, pair=0.000, adv=3.842, sprd=0.020]
Ep 045/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:00,  1.49it/s, loss=0.716, pair=0.000, adv=3.842, sprd=0.020]
Ep 045/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.717, pair=0.002, adv=3.871, sprd=0.022]
Ep 045/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:03,  1.44it/s, loss=0.717, pair=0.002, adv=3.871, sprd=0.022]
Ep 045/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.744, pair=0.040, adv=3.462, sprd=0.026]
Ep 045/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.744, pair=0.040, adv=3.462, sprd=0.026]
Ep 045/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.731, pair=0.001, adv=4.023, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:03,  1.43it/s, loss=0.731, pair=0.001, adv=4.023, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:03,  1.43it/s, loss=0.722, pair=0.003, adv=3.807, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:57,  1.49it/s, loss=0.722, pair=0.003, adv=3.807, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.705, pair=0.004, adv=3.774, sprd=0.017]
Ep 045/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.705, pair=0.004, adv=3.774, sprd=0.017]
Ep 045/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.734, pair=0.004, adv=4.011, sprd=0.027]
Ep 045/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:57,  1.47it/s, loss=0.734, pair=0.004, adv=4.011, sprd=0.027]
Ep 045/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.741, pair=0.001, adv=3.846, sprd=0.026]
Ep 045/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:02,  1.41it/s, loss=0.741, pair=0.001, adv=3.846, sprd=0.026]
Ep 045/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:02,  1.41it/s, loss=0.747, pair=0.007, adv=3.907, sprd=0.029]
Ep 045/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:57,  1.45it/s, loss=0.747, pair=0.007, adv=3.907, sprd=0.029]
Ep 045/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:57,  1.45it/s, loss=0.719, pair=0.006, adv=3.936, sprd=0.019]
Ep 045/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.719, pair=0.006, adv=3.936, sprd=0.019]
Ep 045/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.728, pair=0.010, adv=3.640, sprd=0.026]
Ep 045/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:55,  1.47it/s, loss=0.728, pair=0.010, adv=3.640, sprd=0.026]
Ep 045/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.47it/s, loss=0.733, pair=0.004, adv=3.642, sprd=0.024]
Ep 045/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.41it/s, loss=0.733, pair=0.004, adv=3.642, sprd=0.024]
Ep 045/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.41it/s, loss=0.717, pair=0.004, adv=3.570, sprd=0.019]
Ep 045/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.717, pair=0.004, adv=3.570, sprd=0.019]
Ep 045/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.729, pair=0.004, adv=3.869, sprd=0.025]
Ep 045/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.42it/s, loss=0.729, pair=0.004, adv=3.869, sprd=0.025]
Ep 045/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.744, pair=0.000, adv=3.792, sprd=0.029]
Ep 045/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.47it/s, loss=0.744, pair=0.000, adv=3.792, sprd=0.029]
Ep 045/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.47it/s, loss=0.755, pair=0.009, adv=3.921, sprd=0.030]
Ep 045/60 [S3:+sens]:  51%|█ | 169/333 [01:56<02:02,  1.34it/s, loss=0.755, pair=0.009, adv=3.921, sprd=0.030]
Ep 045/60 [S3:+sens]:  51%|█ | 169/333 [01:56<02:02,  1.34it/s, loss=0.728, pair=0.002, adv=3.873, sprd=0.024]
Ep 045/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:55,  1.42it/s, loss=0.728, pair=0.002, adv=3.873, sprd=0.024]
Ep 045/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:55,  1.42it/s, loss=0.727, pair=0.000, adv=3.691, sprd=0.021]
Ep 045/60 [S3:+sens]:  51%|█ | 171/333 [01:57<02:02,  1.32it/s, loss=0.727, pair=0.000, adv=3.691, sprd=0.021]
Ep 045/60 [S3:+sens]:  51%|█ | 171/333 [01:58<02:02,  1.32it/s, loss=0.727, pair=0.000, adv=3.845, sprd=0.027]
Ep 045/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:54,  1.41it/s, loss=0.727, pair=0.000, adv=3.845, sprd=0.027]
Ep 045/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:54,  1.41it/s, loss=0.781, pair=0.001, adv=3.658, sprd=0.020]
Ep 045/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:54,  1.39it/s, loss=0.781, pair=0.001, adv=3.658, sprd=0.020]
Ep 045/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:54,  1.39it/s, loss=0.731, pair=0.007, adv=3.762, sprd=0.024]
Ep 045/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:49,  1.45it/s, loss=0.731, pair=0.007, adv=3.762, sprd=0.024]
Ep 045/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:49,  1.45it/s, loss=0.789, pair=0.001, adv=3.498, sprd=0.023]
Ep 045/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.41it/s, loss=0.789, pair=0.001, adv=3.498, sprd=0.023]
Ep 045/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:52,  1.41it/s, loss=0.728, pair=0.006, adv=3.574, sprd=0.024]
Ep 045/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.728, pair=0.006, adv=3.574, sprd=0.024]
Ep 045/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.807, pair=0.007, adv=3.664, sprd=0.027]
Ep 045/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:50,  1.41it/s, loss=0.807, pair=0.007, adv=3.664, sprd=0.027]
Ep 045/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.737, pair=0.005, adv=3.703, sprd=0.025]
Ep 045/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.47it/s, loss=0.737, pair=0.005, adv=3.703, sprd=0.025]
Ep 045/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.47it/s, loss=0.732, pair=0.001, adv=3.445, sprd=0.021]
Ep 045/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.732, pair=0.001, adv=3.445, sprd=0.021]
Ep 045/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.732, pair=0.001, adv=3.820, sprd=0.024]
Ep 045/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:44,  1.47it/s, loss=0.732, pair=0.001, adv=3.820, sprd=0.024]
Ep 045/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:44,  1.47it/s, loss=0.803, pair=0.003, adv=3.769, sprd=0.025]
Ep 045/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:47,  1.42it/s, loss=0.803, pair=0.003, adv=3.769, sprd=0.025]
Ep 045/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:47,  1.42it/s, loss=0.756, pair=0.011, adv=3.680, sprd=0.030]
Ep 045/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.756, pair=0.011, adv=3.680, sprd=0.030]
Ep 045/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:43,  1.46it/s, loss=0.711, pair=0.004, adv=3.667, sprd=0.020]
Ep 045/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.711, pair=0.004, adv=3.667, sprd=0.020]
Ep 045/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.739, pair=0.004, adv=4.078, sprd=0.026]
Ep 045/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.47it/s, loss=0.739, pair=0.004, adv=4.078, sprd=0.026]
Ep 045/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.47it/s, loss=0.724, pair=0.001, adv=3.898, sprd=0.024]
Ep 045/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.43it/s, loss=0.724, pair=0.001, adv=3.898, sprd=0.024]
Ep 045/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.43it/s, loss=0.724, pair=0.006, adv=3.820, sprd=0.023]
Ep 045/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.724, pair=0.006, adv=3.820, sprd=0.023]
Ep 045/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.742, pair=0.012, adv=3.902, sprd=0.025]
Ep 045/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:43,  1.41it/s, loss=0.742, pair=0.012, adv=3.902, sprd=0.025]
Ep 045/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:43,  1.41it/s, loss=0.747, pair=0.003, adv=3.910, sprd=0.028]
Ep 045/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.46it/s, loss=0.747, pair=0.003, adv=3.910, sprd=0.028]
Ep 045/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:39,  1.46it/s, loss=0.714, pair=0.019, adv=3.426, sprd=0.018]
Ep 045/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.43it/s, loss=0.714, pair=0.019, adv=3.426, sprd=0.018]
Ep 045/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.43it/s, loss=0.702, pair=0.018, adv=3.456, sprd=0.017]
Ep 045/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.52it/s, loss=0.702, pair=0.018, adv=3.456, sprd=0.017]
Ep 045/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.52it/s, loss=0.738, pair=0.007, adv=3.780, sprd=0.026]
Ep 045/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.738, pair=0.007, adv=3.780, sprd=0.026]
Ep 045/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.714, pair=0.008, adv=3.965, sprd=0.017]
Ep 045/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.714, pair=0.008, adv=3.965, sprd=0.017]
Ep 045/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.729, pair=0.009, adv=3.807, sprd=0.023]
Ep 045/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.729, pair=0.009, adv=3.807, sprd=0.023]
Ep 045/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.727, pair=0.028, adv=3.658, sprd=0.021]
Ep 045/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:30,  1.54it/s, loss=0.727, pair=0.028, adv=3.658, sprd=0.021]
Ep 045/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:30,  1.54it/s, loss=0.714, pair=0.006, adv=3.904, sprd=0.021]
Ep 045/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.45it/s, loss=0.714, pair=0.006, adv=3.904, sprd=0.021]
Ep 045/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.45it/s, loss=0.709, pair=0.015, adv=3.802, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:29,  1.53it/s, loss=0.709, pair=0.015, adv=3.802, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:29,  1.53it/s, loss=0.738, pair=0.001, adv=4.011, sprd=0.027]
Ep 045/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.45it/s, loss=0.738, pair=0.001, adv=4.011, sprd=0.027]
Ep 045/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.45it/s, loss=0.705, pair=0.001, adv=3.983, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.705, pair=0.001, adv=3.983, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.715, pair=0.006, adv=3.806, sprd=0.021]
Ep 045/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:32,  1.45it/s, loss=0.715, pair=0.006, adv=3.806, sprd=0.021]
Ep 045/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.45it/s, loss=0.737, pair=0.011, adv=4.112, sprd=0.026]
Ep 045/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.737, pair=0.011, adv=4.112, sprd=0.026]
Ep 045/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.756, pair=0.005, adv=3.789, sprd=0.028]
Ep 045/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.39it/s, loss=0.756, pair=0.005, adv=3.789, sprd=0.028]
Ep 045/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:34,  1.39it/s, loss=0.721, pair=0.004, adv=3.723, sprd=0.021]
Ep 045/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.46it/s, loss=0.721, pair=0.004, adv=3.723, sprd=0.021]
Ep 045/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.46it/s, loss=0.723, pair=0.003, adv=3.997, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:32,  1.41it/s, loss=0.723, pair=0.003, adv=3.997, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.722, pair=0.000, adv=3.714, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:27,  1.47it/s, loss=0.722, pair=0.000, adv=3.714, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.47it/s, loss=0.725, pair=0.007, adv=3.944, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.725, pair=0.007, adv=3.944, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.707, pair=0.006, adv=3.517, sprd=0.019]
Ep 045/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:24,  1.50it/s, loss=0.707, pair=0.006, adv=3.517, sprd=0.019]
Ep 045/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.50it/s, loss=0.712, pair=0.005, adv=3.943, sprd=0.020]
Ep 045/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.712, pair=0.005, adv=3.943, sprd=0.020]
Ep 045/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.43it/s, loss=0.715, pair=0.008, adv=3.780, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.715, pair=0.008, adv=3.780, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.724, pair=0.009, adv=3.471, sprd=0.021]
Ep 045/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.47it/s, loss=0.724, pair=0.009, adv=3.471, sprd=0.021]
Ep 045/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:24,  1.47it/s, loss=0.739, pair=0.014, adv=3.970, sprd=0.025]
Ep 045/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:20,  1.53it/s, loss=0.739, pair=0.014, adv=3.970, sprd=0.025]
Ep 045/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:20,  1.53it/s, loss=0.710, pair=0.005, adv=3.846, sprd=0.020]
Ep 045/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:23,  1.46it/s, loss=0.710, pair=0.005, adv=3.846, sprd=0.020]
Ep 045/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:23,  1.46it/s, loss=0.715, pair=0.011, adv=3.828, sprd=0.020]
Ep 045/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:20,  1.51it/s, loss=0.715, pair=0.011, adv=3.828, sprd=0.020]
Ep 045/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.51it/s, loss=0.721, pair=0.012, adv=3.580, sprd=0.016]
Ep 045/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:26,  1.39it/s, loss=0.721, pair=0.012, adv=3.580, sprd=0.016]
Ep 045/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:26,  1.39it/s, loss=0.730, pair=0.006, adv=3.618, sprd=0.024]
Ep 045/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:21,  1.47it/s, loss=0.730, pair=0.006, adv=3.618, sprd=0.024]
Ep 045/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:21,  1.47it/s, loss=0.717, pair=0.013, adv=3.575, sprd=0.022]
Ep 045/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.43it/s, loss=0.717, pair=0.013, adv=3.575, sprd=0.022]
Ep 045/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.43it/s, loss=0.744, pair=0.014, adv=3.695, sprd=0.029]
Ep 045/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.49it/s, loss=0.744, pair=0.014, adv=3.695, sprd=0.029]
Ep 045/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.49it/s, loss=0.710, pair=0.010, adv=3.644, sprd=0.020]
Ep 045/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.710, pair=0.010, adv=3.644, sprd=0.020]
Ep 045/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.728, pair=0.009, adv=3.797, sprd=0.023]
Ep 045/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:17,  1.49it/s, loss=0.728, pair=0.009, adv=3.797, sprd=0.023]
Ep 045/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.49it/s, loss=0.718, pair=0.004, adv=4.047, sprd=0.023]
Ep 045/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.44it/s, loss=0.718, pair=0.004, adv=4.047, sprd=0.023]
Ep 045/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.44it/s, loss=0.731, pair=0.003, adv=3.566, sprd=0.022]
Ep 045/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.731, pair=0.003, adv=3.566, sprd=0.022]
Ep 045/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.730, pair=0.015, adv=3.998, sprd=0.023]
Ep 045/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.730, pair=0.015, adv=3.998, sprd=0.023]
Ep 045/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.716, pair=0.008, adv=3.779, sprd=0.023]
Ep 045/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.716, pair=0.008, adv=3.779, sprd=0.023]
Ep 045/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.745, pair=0.005, adv=3.679, sprd=0.028]
Ep 045/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.45it/s, loss=0.745, pair=0.005, adv=3.679, sprd=0.028]
Ep 045/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.45it/s, loss=0.715, pair=0.004, adv=3.744, sprd=0.022]
Ep 045/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.51it/s, loss=0.715, pair=0.004, adv=3.744, sprd=0.022]
Ep 045/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.51it/s, loss=0.755, pair=0.004, adv=3.787, sprd=0.024]
Ep 045/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:18,  1.38it/s, loss=0.755, pair=0.004, adv=3.787, sprd=0.024]
Ep 045/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.38it/s, loss=0.720, pair=0.007, adv=3.719, sprd=0.021]
Ep 045/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.720, pair=0.007, adv=3.719, sprd=0.021]
Ep 045/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:13,  1.46it/s, loss=0.761, pair=0.004, adv=3.748, sprd=0.033]
Ep 045/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.40it/s, loss=0.761, pair=0.004, adv=3.748, sprd=0.033]
Ep 045/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.40it/s, loss=0.736, pair=0.011, adv=3.750, sprd=0.028]
Ep 045/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.46it/s, loss=0.736, pair=0.011, adv=3.750, sprd=0.028]
Ep 045/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.46it/s, loss=0.711, pair=0.017, adv=3.714, sprd=0.017]
Ep 045/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:15,  1.37it/s, loss=0.711, pair=0.017, adv=3.714, sprd=0.017]
Ep 045/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.37it/s, loss=0.733, pair=0.007, adv=3.597, sprd=0.026]
Ep 045/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:11,  1.45it/s, loss=0.733, pair=0.007, adv=3.597, sprd=0.026]
Ep 045/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.45it/s, loss=0.739, pair=0.003, adv=3.559, sprd=0.024]
Ep 045/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:15,  1.36it/s, loss=0.739, pair=0.003, adv=3.559, sprd=0.024]
Ep 045/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:15,  1.36it/s, loss=0.718, pair=0.004, adv=3.629, sprd=0.021]
Ep 045/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:09,  1.45it/s, loss=0.718, pair=0.004, adv=3.629, sprd=0.021]
Ep 045/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.45it/s, loss=0.716, pair=0.010, adv=3.845, sprd=0.019]
Ep 045/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.39it/s, loss=0.716, pair=0.010, adv=3.845, sprd=0.019]
Ep 045/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:11,  1.39it/s, loss=0.751, pair=0.000, adv=3.828, sprd=0.030]
Ep 045/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:08,  1.45it/s, loss=0.751, pair=0.000, adv=3.828, sprd=0.030]
Ep 045/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:08,  1.45it/s, loss=0.714, pair=0.001, adv=3.303, sprd=0.019]
Ep 045/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:10,  1.39it/s, loss=0.714, pair=0.001, adv=3.303, sprd=0.019]
Ep 045/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:10,  1.39it/s, loss=0.723, pair=0.007, adv=3.832, sprd=0.022]
Ep 045/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:06,  1.47it/s, loss=0.723, pair=0.007, adv=3.832, sprd=0.022]
Ep 045/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:06,  1.47it/s, loss=0.728, pair=0.001, adv=3.562, sprd=0.024]
Ep 045/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.41it/s, loss=0.728, pair=0.001, adv=3.562, sprd=0.024]
Ep 045/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.41it/s, loss=0.734, pair=0.000, adv=3.568, sprd=0.024]
Ep 045/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.49it/s, loss=0.734, pair=0.000, adv=3.568, sprd=0.024]
Ep 045/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.49it/s, loss=0.724, pair=0.001, adv=3.607, sprd=0.023]
Ep 045/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.724, pair=0.001, adv=3.607, sprd=0.023]
Ep 045/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.42it/s, loss=0.731, pair=0.002, adv=3.960, sprd=0.024]
Ep 045/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.731, pair=0.002, adv=3.960, sprd=0.024]
Ep 045/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.49it/s, loss=0.739, pair=0.005, adv=3.594, sprd=0.026]
Ep 045/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.739, pair=0.005, adv=3.594, sprd=0.026]
Ep 045/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.704, pair=0.000, adv=4.018, sprd=0.018]
Ep 045/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.704, pair=0.000, adv=4.018, sprd=0.018]
Ep 045/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.49it/s, loss=0.725, pair=0.003, adv=3.711, sprd=0.023]
Ep 045/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.725, pair=0.003, adv=3.711, sprd=0.023]
Ep 045/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.721, pair=0.004, adv=3.959, sprd=0.022]
Ep 045/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.721, pair=0.004, adv=3.959, sprd=0.022]
Ep 045/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.709, pair=0.002, adv=3.365, sprd=0.016]
Ep 045/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:03,  1.38it/s, loss=0.709, pair=0.002, adv=3.365, sprd=0.016]
Ep 045/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:03,  1.38it/s, loss=0.728, pair=0.001, adv=3.812, sprd=0.024]
Ep 045/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:59,  1.46it/s, loss=0.728, pair=0.001, adv=3.812, sprd=0.024]
Ep 045/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:59,  1.46it/s, loss=0.793, pair=0.001, adv=3.921, sprd=0.023]
Ep 045/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.793, pair=0.001, adv=3.921, sprd=0.023]
Ep 045/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.723, pair=0.009, adv=3.852, sprd=0.023]
Ep 045/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.47it/s, loss=0.723, pair=0.009, adv=3.852, sprd=0.023]
Ep 045/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.721, pair=0.006, adv=3.288, sprd=0.020]
Ep 045/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<01:01,  1.37it/s, loss=0.721, pair=0.006, adv=3.288, sprd=0.020]
Ep 045/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:01,  1.37it/s, loss=0.717, pair=0.008, adv=3.532, sprd=0.019]
Ep 045/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.46it/s, loss=0.717, pair=0.008, adv=3.532, sprd=0.019]
Ep 045/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:56,  1.46it/s, loss=0.739, pair=0.002, adv=3.957, sprd=0.027]
Ep 045/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:59,  1.38it/s, loss=0.739, pair=0.002, adv=3.957, sprd=0.027]
Ep 045/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:59,  1.38it/s, loss=0.750, pair=0.002, adv=3.820, sprd=0.032]
Ep 045/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:56,  1.44it/s, loss=0.750, pair=0.002, adv=3.820, sprd=0.032]
Ep 045/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:56,  1.44it/s, loss=0.715, pair=0.011, adv=3.875, sprd=0.019]
Ep 045/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.42it/s, loss=0.715, pair=0.011, adv=3.875, sprd=0.019]
Ep 045/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.42it/s, loss=0.726, pair=0.015, adv=3.714, sprd=0.021]
Ep 045/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.48it/s, loss=0.726, pair=0.015, adv=3.714, sprd=0.021]
Ep 045/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.48it/s, loss=0.726, pair=0.006, adv=3.995, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.47it/s, loss=0.726, pair=0.006, adv=3.995, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.47it/s, loss=0.735, pair=0.004, adv=3.715, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.52it/s, loss=0.735, pair=0.004, adv=3.715, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:50,  1.52it/s, loss=0.732, pair=0.002, adv=3.524, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.45it/s, loss=0.732, pair=0.002, adv=3.524, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.45it/s, loss=0.758, pair=0.001, adv=3.895, sprd=0.032]
Ep 045/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.51it/s, loss=0.758, pair=0.001, adv=3.895, sprd=0.032]
Ep 045/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:49,  1.51it/s, loss=0.705, pair=0.021, adv=4.044, sprd=0.017]
Ep 045/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.705, pair=0.021, adv=4.044, sprd=0.017]
Ep 045/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:51,  1.44it/s, loss=0.727, pair=0.011, adv=3.714, sprd=0.020]
Ep 045/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.52it/s, loss=0.727, pair=0.011, adv=3.714, sprd=0.020]
Ep 045/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.52it/s, loss=0.747, pair=0.001, adv=3.872, sprd=0.026]
Ep 045/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.747, pair=0.001, adv=3.872, sprd=0.026]
Ep 045/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.43it/s, loss=0.732, pair=0.007, adv=3.959, sprd=0.026]
Ep 045/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.50it/s, loss=0.732, pair=0.007, adv=3.959, sprd=0.026]
Ep 045/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.50it/s, loss=0.723, pair=0.006, adv=3.978, sprd=0.021]
Ep 045/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.45it/s, loss=0.723, pair=0.006, adv=3.978, sprd=0.021]
Ep 045/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.45it/s, loss=0.746, pair=0.004, adv=3.988, sprd=0.029]
Ep 045/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.50it/s, loss=0.746, pair=0.004, adv=3.988, sprd=0.029]
Ep 045/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.50it/s, loss=0.733, pair=0.027, adv=3.623, sprd=0.024]
Ep 045/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.733, pair=0.027, adv=3.623, sprd=0.024]
Ep 045/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.686, pair=0.033, adv=3.057, sprd=0.015]
Ep 045/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.52it/s, loss=0.686, pair=0.033, adv=3.057, sprd=0.015]
Ep 045/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.52it/s, loss=0.728, pair=0.031, adv=3.647, sprd=0.020]
Ep 045/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:44,  1.47it/s, loss=0.728, pair=0.031, adv=3.647, sprd=0.020]
Ep 045/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:44,  1.47it/s, loss=0.737, pair=0.012, adv=3.499, sprd=0.025]
Ep 045/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:42,  1.51it/s, loss=0.737, pair=0.012, adv=3.499, sprd=0.025]
Ep 045/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:42,  1.51it/s, loss=0.724, pair=0.005, adv=3.955, sprd=0.020]
Ep 045/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.724, pair=0.005, adv=3.955, sprd=0.020]
Ep 045/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.714, pair=0.002, adv=3.750, sprd=0.021]
Ep 045/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.51it/s, loss=0.714, pair=0.002, adv=3.750, sprd=0.021]
Ep 045/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.51it/s, loss=0.728, pair=0.005, adv=3.613, sprd=0.024]
Ep 045/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.728, pair=0.005, adv=3.613, sprd=0.024]
Ep 045/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:42,  1.45it/s, loss=0.720, pair=0.014, adv=3.631, sprd=0.019]
Ep 045/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.720, pair=0.014, adv=3.631, sprd=0.019]
Ep 045/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.733, pair=0.011, adv=3.871, sprd=0.023]
Ep 045/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.40it/s, loss=0.733, pair=0.011, adv=3.871, sprd=0.023]
Ep 045/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.40it/s, loss=0.717, pair=0.008, adv=3.316, sprd=0.022]
Ep 045/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:40,  1.46it/s, loss=0.717, pair=0.008, adv=3.316, sprd=0.022]
Ep 045/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.46it/s, loss=0.727, pair=0.001, adv=3.632, sprd=0.026]
Ep 045/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.727, pair=0.001, adv=3.632, sprd=0.026]
Ep 045/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.716, pair=0.005, adv=3.664, sprd=0.020]
Ep 045/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.716, pair=0.005, adv=3.664, sprd=0.020]
Ep 045/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.733, pair=0.004, adv=4.226, sprd=0.024]
Ep 045/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.43it/s, loss=0.733, pair=0.004, adv=4.226, sprd=0.024]
Ep 045/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.737, pair=0.004, adv=4.032, sprd=0.024]
Ep 045/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.737, pair=0.004, adv=4.032, sprd=0.024]
Ep 045/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.49it/s, loss=0.721, pair=0.001, adv=3.784, sprd=0.021]
Ep 045/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.721, pair=0.001, adv=3.784, sprd=0.021]
Ep 045/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.748, pair=0.007, adv=3.451, sprd=0.027]
Ep 045/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.748, pair=0.007, adv=3.451, sprd=0.027]
Ep 045/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.48it/s, loss=0.718, pair=0.001, adv=4.010, sprd=0.022]
Ep 045/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.718, pair=0.001, adv=4.010, sprd=0.022]
Ep 045/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.43it/s, loss=0.723, pair=0.000, adv=3.588, sprd=0.021]
Ep 045/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.723, pair=0.000, adv=3.588, sprd=0.021]
Ep 045/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.818, pair=0.005, adv=3.676, sprd=0.029]
Ep 045/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.43it/s, loss=0.818, pair=0.005, adv=3.676, sprd=0.029]
Ep 045/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.43it/s, loss=0.733, pair=0.001, adv=3.569, sprd=0.022]
Ep 045/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.733, pair=0.001, adv=3.569, sprd=0.022]
Ep 045/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.48it/s, loss=0.716, pair=0.000, adv=3.310, sprd=0.021]
Ep 045/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.716, pair=0.000, adv=3.310, sprd=0.021]
Ep 045/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.711, pair=0.004, adv=3.731, sprd=0.017]
Ep 045/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.711, pair=0.004, adv=3.731, sprd=0.017]
Ep 045/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.741, pair=0.006, adv=3.931, sprd=0.027]
Ep 045/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.741, pair=0.006, adv=3.931, sprd=0.027]
Ep 045/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.43it/s, loss=0.722, pair=0.000, adv=3.898, sprd=0.023]
Ep 045/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.722, pair=0.000, adv=3.898, sprd=0.023]
Ep 045/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.790, pair=0.000, adv=3.876, sprd=0.021]
Ep 045/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.45it/s, loss=0.790, pair=0.000, adv=3.876, sprd=0.021]
Ep 045/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.713, pair=0.005, adv=3.843, sprd=0.019]
Ep 045/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.52it/s, loss=0.713, pair=0.005, adv=3.843, sprd=0.019]
Ep 045/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.52it/s, loss=0.720, pair=0.006, adv=3.862, sprd=0.023]
Ep 045/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.720, pair=0.006, adv=3.862, sprd=0.023]
Ep 045/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.726, pair=0.001, adv=3.562, sprd=0.023]
Ep 045/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.48it/s, loss=0.726, pair=0.001, adv=3.562, sprd=0.023]
Ep 045/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.48it/s, loss=0.806, pair=0.001, adv=4.052, sprd=0.025]
Ep 045/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.42it/s, loss=0.806, pair=0.001, adv=4.052, sprd=0.025]
Ep 045/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.42it/s, loss=0.704, pair=0.000, adv=3.810, sprd=0.019]
Ep 045/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.704, pair=0.000, adv=3.810, sprd=0.019]
Ep 045/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.50it/s, loss=0.728, pair=0.000, adv=3.666, sprd=0.020]
Ep 045/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.728, pair=0.000, adv=3.666, sprd=0.020]
Ep 045/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.719, pair=0.000, adv=3.770, sprd=0.026]
Ep 045/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.50it/s, loss=0.719, pair=0.000, adv=3.770, sprd=0.026]
Ep 045/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.50it/s, loss=0.723, pair=0.004, adv=3.968, sprd=0.022]
Ep 045/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:26,  1.37it/s, loss=0.723, pair=0.004, adv=3.968, sprd=0.022]
Ep 045/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:26,  1.37it/s, loss=0.742, pair=0.006, adv=3.987, sprd=0.028]
Ep 045/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.742, pair=0.006, adv=3.987, sprd=0.028]
Ep 045/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.776, pair=0.001, adv=3.642, sprd=0.017]
Ep 045/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.776, pair=0.001, adv=3.642, sprd=0.017]
Ep 045/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=0.726, pair=0.000, adv=4.034, sprd=0.023]
Ep 045/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.47it/s, loss=0.726, pair=0.000, adv=4.034, sprd=0.023]
Ep 045/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.47it/s, loss=0.753, pair=0.010, adv=3.986, sprd=0.031]
Ep 045/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.753, pair=0.010, adv=3.986, sprd=0.031]
Ep 045/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=1.113, pair=1.122, adv=4.307, sprd=0.023]
Ep 045/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=1.113, pair=1.122, adv=4.307, sprd=0.023]
Ep 045/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.734, pair=0.012, adv=3.528, sprd=0.025]
Ep 045/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.46it/s, loss=0.734, pair=0.012, adv=3.528, sprd=0.025]
Ep 045/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.46it/s, loss=0.725, pair=0.012, adv=3.791, sprd=0.023]
Ep 045/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.52it/s, loss=0.725, pair=0.012, adv=3.791, sprd=0.023]
Ep 045/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.52it/s, loss=0.731, pair=0.005, adv=4.137, sprd=0.024]
Ep 045/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.43it/s, loss=0.731, pair=0.005, adv=4.137, sprd=0.024]
Ep 045/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.43it/s, loss=0.737, pair=0.000, adv=4.181, sprd=0.026]
Ep 045/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.737, pair=0.000, adv=4.181, sprd=0.026]
Ep 045/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.744, pair=0.006, adv=3.998, sprd=0.027]
Ep 045/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.744, pair=0.006, adv=3.998, sprd=0.027]
Ep 045/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.720, pair=0.004, adv=3.735, sprd=0.021]
Ep 045/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.49it/s, loss=0.720, pair=0.004, adv=3.735, sprd=0.021]
Ep 045/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.756, pair=0.006, adv=3.931, sprd=0.030]
Ep 045/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.756, pair=0.006, adv=3.931, sprd=0.030]
Ep 045/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.727, pair=0.011, adv=4.075, sprd=0.020]
Ep 045/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.727, pair=0.011, adv=4.075, sprd=0.020]
Ep 045/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.732, pair=0.014, adv=4.019, sprd=0.022]
Ep 045/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.732, pair=0.014, adv=4.019, sprd=0.022]
Ep 045/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.738, pair=0.001, adv=4.065, sprd=0.024]
Ep 045/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.50it/s, loss=0.738, pair=0.001, adv=4.065, sprd=0.024]
Ep 045/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.50it/s, loss=0.735, pair=0.004, adv=4.054, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.45it/s, loss=0.735, pair=0.004, adv=4.054, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.45it/s, loss=0.728, pair=0.004, adv=4.132, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.52it/s, loss=0.728, pair=0.004, adv=4.132, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.52it/s, loss=0.742, pair=0.006, adv=3.961, sprd=0.028]
Ep 045/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.742, pair=0.006, adv=3.961, sprd=0.028]
Ep 045/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.721, pair=0.010, adv=4.285, sprd=0.023]
Ep 045/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.721, pair=0.010, adv=4.285, sprd=0.023]
Ep 045/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.50it/s, loss=0.713, pair=0.003, adv=4.068, sprd=0.021]
Ep 045/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.713, pair=0.003, adv=4.068, sprd=0.021]
Ep 045/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.743, pair=0.004, adv=4.181, sprd=0.029]
Ep 045/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.50it/s, loss=0.743, pair=0.004, adv=4.181, sprd=0.029]
Ep 045/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.722, pair=0.001, adv=3.948, sprd=0.022]
Ep 045/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.722, pair=0.001, adv=3.948, sprd=0.022]
Ep 045/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.738, pair=0.003, adv=3.815, sprd=0.027]
Ep 045/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.738, pair=0.003, adv=3.815, sprd=0.027]
Ep 045/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.724, pair=0.006, adv=3.696, sprd=0.021]
Ep 045/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.45it/s, loss=0.724, pair=0.006, adv=3.696, sprd=0.021]
Ep 045/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.725, pair=0.001, adv=4.120, sprd=0.024]
Ep 045/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.725, pair=0.001, adv=4.120, sprd=0.024]
Ep 045/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.718, pair=0.009, adv=4.083, sprd=0.021]
Ep 045/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.718, pair=0.009, adv=4.083, sprd=0.021]
Ep 045/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.713, pair=0.007, adv=4.057, sprd=0.019]
Ep 045/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.55it/s, loss=0.713, pair=0.007, adv=4.057, sprd=0.019]
Ep 045/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.55it/s, loss=0.730, pair=0.003, adv=3.927, sprd=0.024]
Ep 045/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.42it/s, loss=0.730, pair=0.003, adv=3.927, sprd=0.024]
Ep 045/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.724, pair=0.004, adv=4.359, sprd=0.021]
Ep 045/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.724, pair=0.004, adv=4.359, sprd=0.021]
Ep 045/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.727, pair=0.010, adv=3.844, sprd=0.023]
Ep 045/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.727, pair=0.010, adv=3.844, sprd=0.023]
Ep 045/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.716, pair=0.007, adv=3.709, sprd=0.019]
Ep 045/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.716, pair=0.007, adv=3.709, sprd=0.019]
Ep 045/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.708, pair=0.010, adv=3.257, sprd=0.019]
Ep 045/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.708, pair=0.010, adv=3.257, sprd=0.019]
Ep 045/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.719, pair=0.003, adv=4.255, sprd=0.021]
Ep 045/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.719, pair=0.003, adv=4.255, sprd=0.021]
Ep 045/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.734, pair=0.023, adv=3.864, sprd=0.023]
Ep 045/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.41it/s, loss=0.734, pair=0.023, adv=3.864, sprd=0.023]
Ep 045/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.41it/s, loss=0.733, pair=0.014, adv=3.446, sprd=0.023]
Ep 045/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.47it/s, loss=0.733, pair=0.014, adv=3.446, sprd=0.023]
Ep 045/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.735, pair=0.022, adv=4.249, sprd=0.024]
Ep 045/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.43it/s, loss=0.735, pair=0.022, adv=4.249, sprd=0.024]
                                                                                                              
Epoch 045/60 [S3:+sens]  loss=0.7328  mat=0.2387  sens=1.0180  pair=0.0085  adv=3.7885(rand=3.37)  deg=0.0105  orth=0.0011  spread=0.0232  q_mean=49.5  q_std=15.2  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.07e-05  229s

Ep 046/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 046/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.758, pair=0.023, adv=4.070, sprd=0.028]
Ep 046/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:26,  1.17s/it, loss=0.758, pair=0.023, adv=4.070, sprd=0.028]
Ep 046/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:26,  1.17s/it, loss=0.732, pair=0.003, adv=4.272, sprd=0.026]
Ep 046/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:35,  1.20it/s, loss=0.732, pair=0.003, adv=4.272, sprd=0.026]
Ep 046/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:35,  1.20it/s, loss=0.736, pair=0.013, adv=3.874, sprd=0.025]
Ep 046/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:23,  1.25it/s, loss=0.736, pair=0.013, adv=3.874, sprd=0.025]
Ep 046/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:23,  1.25it/s, loss=0.713, pair=0.007, adv=3.745, sprd=0.022]
Ep 046/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.39it/s, loss=0.713, pair=0.007, adv=3.745, sprd=0.022]
Ep 046/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.39it/s, loss=0.716, pair=0.021, adv=3.847, sprd=0.019]
Ep 046/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:02,  1.35it/s, loss=0.716, pair=0.021, adv=3.847, sprd=0.019]
Ep 046/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:02,  1.35it/s, loss=0.731, pair=0.003, adv=3.884, sprd=0.025]
Ep 046/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:44,  1.45it/s, loss=0.731, pair=0.003, adv=3.884, sprd=0.025]
Ep 046/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:44,  1.45it/s, loss=0.734, pair=0.001, adv=4.056, sprd=0.022]
Ep 046/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:00,  1.36it/s, loss=0.734, pair=0.001, adv=4.056, sprd=0.022]
Ep 046/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:00,  1.36it/s, loss=0.741, pair=0.013, adv=3.870, sprd=0.025]
Ep 046/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:45,  1.44it/s, loss=0.741, pair=0.013, adv=3.870, sprd=0.025]
Ep 046/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:45,  1.44it/s, loss=0.723, pair=0.005, adv=3.664, sprd=0.022]
Ep 046/60 [S3:+sens]:   3%|    | 9/333 [00:06<04:02,  1.34it/s, loss=0.723, pair=0.005, adv=3.664, sprd=0.022]
Ep 046/60 [S3:+sens]:   3%|    | 9/333 [00:07<04:02,  1.34it/s, loss=0.721, pair=0.012, adv=4.455, sprd=0.020]
Ep 046/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:46,  1.43it/s, loss=0.721, pair=0.012, adv=4.455, sprd=0.020]
Ep 046/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:46,  1.43it/s, loss=0.728, pair=0.006, adv=3.829, sprd=0.020]
Ep 046/60 [S3:+sens]:   3%|   | 11/333 [00:08<04:00,  1.34it/s, loss=0.728, pair=0.006, adv=3.829, sprd=0.020]
Ep 046/60 [S3:+sens]:   3%|   | 11/333 [00:08<04:00,  1.34it/s, loss=0.709, pair=0.005, adv=3.800, sprd=0.016]
Ep 046/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:43,  1.43it/s, loss=0.709, pair=0.005, adv=3.800, sprd=0.016]
Ep 046/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:43,  1.43it/s, loss=0.732, pair=0.006, adv=4.412, sprd=0.025]
Ep 046/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:49,  1.39it/s, loss=0.732, pair=0.006, adv=4.412, sprd=0.025]
Ep 046/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:49,  1.39it/s, loss=0.726, pair=0.002, adv=4.043, sprd=0.025]
Ep 046/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:38,  1.46it/s, loss=0.726, pair=0.002, adv=4.043, sprd=0.025]
Ep 046/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:38,  1.46it/s, loss=0.746, pair=0.000, adv=3.876, sprd=0.029]
Ep 046/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:46,  1.41it/s, loss=0.746, pair=0.000, adv=3.876, sprd=0.029]
Ep 046/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:46,  1.41it/s, loss=0.702, pair=0.001, adv=3.875, sprd=0.018]
Ep 046/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:32,  1.49it/s, loss=0.702, pair=0.001, adv=3.875, sprd=0.018]
Ep 046/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:32,  1.49it/s, loss=0.787, pair=0.009, adv=3.727, sprd=0.020]
Ep 046/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.45it/s, loss=0.787, pair=0.009, adv=3.727, sprd=0.020]
Ep 046/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.45it/s, loss=0.894, pair=0.476, adv=4.017, sprd=0.026]
Ep 046/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:28,  1.51it/s, loss=0.894, pair=0.476, adv=4.017, sprd=0.026]
Ep 046/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:28,  1.51it/s, loss=0.730, pair=0.022, adv=3.979, sprd=0.020]
Ep 046/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:36,  1.45it/s, loss=0.730, pair=0.022, adv=3.979, sprd=0.020]
Ep 046/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:36,  1.45it/s, loss=0.745, pair=0.044, adv=3.919, sprd=0.024]
Ep 046/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:27,  1.51it/s, loss=0.745, pair=0.044, adv=3.919, sprd=0.024]
Ep 046/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:27,  1.51it/s, loss=0.758, pair=0.020, adv=3.791, sprd=0.030]
Ep 046/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.758, pair=0.020, adv=3.791, sprd=0.030]
Ep 046/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.718, pair=0.010, adv=3.697, sprd=0.023]
Ep 046/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:24,  1.52it/s, loss=0.718, pair=0.010, adv=3.697, sprd=0.023]
Ep 046/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:24,  1.52it/s, loss=0.716, pair=0.014, adv=3.731, sprd=0.017]
Ep 046/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:45,  1.37it/s, loss=0.716, pair=0.014, adv=3.731, sprd=0.017]
Ep 046/60 [S3:+sens]:   7%|▏  | 23/333 [00:17<03:45,  1.37it/s, loss=0.729, pair=0.015, adv=4.113, sprd=0.023]
Ep 046/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:30,  1.47it/s, loss=0.729, pair=0.015, adv=4.113, sprd=0.023]
Ep 046/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:30,  1.47it/s, loss=0.724, pair=0.015, adv=3.663, sprd=0.021]
Ep 046/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:35,  1.43it/s, loss=0.724, pair=0.015, adv=3.663, sprd=0.021]
Ep 046/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:35,  1.43it/s, loss=0.711, pair=0.000, adv=3.890, sprd=0.021]
Ep 046/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:25,  1.50it/s, loss=0.711, pair=0.000, adv=3.890, sprd=0.021]
Ep 046/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:25,  1.50it/s, loss=0.744, pair=0.013, adv=3.759, sprd=0.027]
Ep 046/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.43it/s, loss=0.744, pair=0.013, adv=3.759, sprd=0.027]
Ep 046/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.43it/s, loss=0.730, pair=0.006, adv=4.054, sprd=0.022]
Ep 046/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.730, pair=0.006, adv=4.054, sprd=0.022]
Ep 046/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.715, pair=0.005, adv=4.076, sprd=0.019]
Ep 046/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.715, pair=0.005, adv=4.076, sprd=0.019]
Ep 046/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:28,  1.46it/s, loss=0.730, pair=0.007, adv=3.962, sprd=0.021]
Ep 046/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.50it/s, loss=0.730, pair=0.007, adv=3.962, sprd=0.021]
Ep 046/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.50it/s, loss=0.761, pair=0.009, adv=3.973, sprd=0.031]
Ep 046/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:31,  1.43it/s, loss=0.761, pair=0.009, adv=3.973, sprd=0.031]
Ep 046/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:31,  1.43it/s, loss=0.734, pair=0.001, adv=4.100, sprd=0.026]
Ep 046/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.734, pair=0.001, adv=4.100, sprd=0.026]
Ep 046/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.49it/s, loss=0.728, pair=0.002, adv=4.183, sprd=0.022]
Ep 046/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:30,  1.43it/s, loss=0.728, pair=0.002, adv=4.183, sprd=0.022]
Ep 046/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:30,  1.43it/s, loss=0.747, pair=0.000, adv=3.598, sprd=0.028]
Ep 046/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:22,  1.48it/s, loss=0.747, pair=0.000, adv=3.598, sprd=0.028]
Ep 046/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:22,  1.48it/s, loss=0.746, pair=0.002, adv=3.865, sprd=0.029]
Ep 046/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:30,  1.42it/s, loss=0.746, pair=0.002, adv=3.865, sprd=0.029]
Ep 046/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:30,  1.42it/s, loss=0.731, pair=0.000, adv=3.931, sprd=0.024]
Ep 046/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.731, pair=0.000, adv=3.931, sprd=0.024]
Ep 046/60 [S3:+sens]:  11%|▎  | 36/333 [00:26<03:20,  1.48it/s, loss=0.737, pair=0.003, adv=4.021, sprd=0.023]
Ep 046/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:29,  1.41it/s, loss=0.737, pair=0.003, adv=4.021, sprd=0.023]
Ep 046/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:29,  1.41it/s, loss=0.723, pair=0.001, adv=3.906, sprd=0.023]
Ep 046/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:19,  1.48it/s, loss=0.723, pair=0.001, adv=3.906, sprd=0.023]
Ep 046/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:19,  1.48it/s, loss=0.716, pair=0.003, adv=3.815, sprd=0.021]
Ep 046/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.40it/s, loss=0.716, pair=0.003, adv=3.815, sprd=0.021]
Ep 046/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.40it/s, loss=0.705, pair=0.010, adv=3.779, sprd=0.014]
Ep 046/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:13,  1.52it/s, loss=0.705, pair=0.010, adv=3.779, sprd=0.014]
Ep 046/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:13,  1.52it/s, loss=0.738, pair=0.018, adv=3.682, sprd=0.025]
Ep 046/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:22,  1.45it/s, loss=0.738, pair=0.018, adv=3.682, sprd=0.025]
Ep 046/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:22,  1.45it/s, loss=0.758, pair=0.013, adv=3.583, sprd=0.030]
Ep 046/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.758, pair=0.013, adv=3.583, sprd=0.030]
Ep 046/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:15,  1.49it/s, loss=0.719, pair=0.029, adv=3.859, sprd=0.018]
Ep 046/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.719, pair=0.029, adv=3.859, sprd=0.018]
Ep 046/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.735, pair=0.029, adv=4.015, sprd=0.022]
Ep 046/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.48it/s, loss=0.735, pair=0.029, adv=4.015, sprd=0.022]
Ep 046/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.48it/s, loss=0.734, pair=0.012, adv=4.023, sprd=0.024]
Ep 046/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.734, pair=0.012, adv=4.023, sprd=0.024]
Ep 046/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:22,  1.42it/s, loss=0.729, pair=0.034, adv=4.074, sprd=0.023]
Ep 046/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:15,  1.47it/s, loss=0.729, pair=0.034, adv=4.074, sprd=0.023]
Ep 046/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:15,  1.47it/s, loss=0.754, pair=0.006, adv=4.056, sprd=0.029]
Ep 046/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:23,  1.40it/s, loss=0.754, pair=0.006, adv=4.056, sprd=0.029]
Ep 046/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:23,  1.40it/s, loss=0.729, pair=0.010, adv=3.910, sprd=0.025]
Ep 046/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.46it/s, loss=0.729, pair=0.010, adv=3.910, sprd=0.025]
Ep 046/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:14,  1.46it/s, loss=0.711, pair=0.033, adv=3.783, sprd=0.017]
Ep 046/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.711, pair=0.033, adv=3.783, sprd=0.017]
Ep 046/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.729, pair=0.012, adv=4.208, sprd=0.023]
Ep 046/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:11,  1.47it/s, loss=0.729, pair=0.012, adv=4.208, sprd=0.023]
Ep 046/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:11,  1.47it/s, loss=0.731, pair=0.000, adv=3.908, sprd=0.024]
Ep 046/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:18,  1.42it/s, loss=0.731, pair=0.000, adv=3.908, sprd=0.024]
Ep 046/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:18,  1.42it/s, loss=0.749, pair=0.017, adv=4.199, sprd=0.027]
Ep 046/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.48it/s, loss=0.749, pair=0.017, adv=4.199, sprd=0.027]
Ep 046/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:09,  1.48it/s, loss=0.757, pair=0.006, adv=3.513, sprd=0.030]
Ep 046/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:18,  1.41it/s, loss=0.757, pair=0.006, adv=3.513, sprd=0.030]
Ep 046/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:18,  1.41it/s, loss=0.721, pair=0.003, adv=4.027, sprd=0.023]
Ep 046/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:09,  1.47it/s, loss=0.721, pair=0.003, adv=4.027, sprd=0.023]
Ep 046/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:09,  1.47it/s, loss=0.739, pair=0.004, adv=3.979, sprd=0.026]
Ep 046/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:24,  1.36it/s, loss=0.739, pair=0.004, adv=3.979, sprd=0.026]
Ep 046/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:24,  1.36it/s, loss=0.712, pair=0.010, adv=4.290, sprd=0.020]
Ep 046/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:10,  1.45it/s, loss=0.712, pair=0.010, adv=4.290, sprd=0.020]
Ep 046/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:10,  1.45it/s, loss=0.730, pair=0.006, adv=3.941, sprd=0.025]
Ep 046/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:16,  1.40it/s, loss=0.730, pair=0.006, adv=3.941, sprd=0.025]
Ep 046/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:16,  1.40it/s, loss=0.726, pair=0.007, adv=3.776, sprd=0.022]
Ep 046/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:06,  1.47it/s, loss=0.726, pair=0.007, adv=3.776, sprd=0.022]
Ep 046/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:06,  1.47it/s, loss=0.750, pair=0.015, adv=3.665, sprd=0.027]
Ep 046/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:19,  1.37it/s, loss=0.750, pair=0.015, adv=3.665, sprd=0.027]
Ep 046/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:19,  1.37it/s, loss=0.704, pair=0.014, adv=3.741, sprd=0.017]
Ep 046/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.47it/s, loss=0.704, pair=0.014, adv=3.741, sprd=0.017]
Ep 046/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.47it/s, loss=0.736, pair=0.016, adv=3.901, sprd=0.023]
Ep 046/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.41it/s, loss=0.736, pair=0.016, adv=3.901, sprd=0.023]
Ep 046/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:12,  1.41it/s, loss=0.747, pair=0.014, adv=4.046, sprd=0.028]
Ep 046/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:05,  1.46it/s, loss=0.747, pair=0.014, adv=4.046, sprd=0.028]
Ep 046/60 [S3:+sens]:  19%|▌  | 62/333 [00:44<03:05,  1.46it/s, loss=0.807, pair=0.009, adv=4.052, sprd=0.027]
Ep 046/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:11,  1.41it/s, loss=0.807, pair=0.009, adv=4.052, sprd=0.027]
Ep 046/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:11,  1.41it/s, loss=0.741, pair=0.004, adv=3.711, sprd=0.028]
Ep 046/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:03,  1.47it/s, loss=0.741, pair=0.004, adv=3.711, sprd=0.028]
Ep 046/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:03,  1.47it/s, loss=0.716, pair=0.014, adv=3.387, sprd=0.017]
Ep 046/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.716, pair=0.014, adv=3.387, sprd=0.017]
Ep 046/60 [S3:+sens]:  20%|▌  | 65/333 [00:46<03:07,  1.43it/s, loss=0.750, pair=0.008, adv=3.655, sprd=0.027]
Ep 046/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:00,  1.48it/s, loss=0.750, pair=0.008, adv=3.655, sprd=0.027]
Ep 046/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:00,  1.48it/s, loss=0.714, pair=0.005, adv=3.801, sprd=0.021]
Ep 046/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:07,  1.42it/s, loss=0.714, pair=0.005, adv=3.801, sprd=0.021]
Ep 046/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:07,  1.42it/s, loss=0.740, pair=0.020, adv=4.142, sprd=0.026]
Ep 046/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.740, pair=0.020, adv=4.142, sprd=0.026]
Ep 046/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<02:57,  1.49it/s, loss=0.729, pair=0.014, adv=4.065, sprd=0.022]
Ep 046/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.42it/s, loss=0.729, pair=0.014, adv=4.065, sprd=0.022]
Ep 046/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.42it/s, loss=0.705, pair=0.004, adv=3.994, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.705, pair=0.004, adv=3.994, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:55,  1.50it/s, loss=0.710, pair=0.006, adv=4.045, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.710, pair=0.006, adv=4.045, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:00,  1.45it/s, loss=0.712, pair=0.002, adv=3.962, sprd=0.020]
Ep 046/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:53,  1.50it/s, loss=0.712, pair=0.002, adv=3.962, sprd=0.020]
Ep 046/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:53,  1.50it/s, loss=0.770, pair=0.005, adv=3.933, sprd=0.033]
Ep 046/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.770, pair=0.005, adv=3.933, sprd=0.033]
Ep 046/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.42it/s, loss=0.709, pair=0.001, adv=4.306, sprd=0.019]
Ep 046/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:54,  1.49it/s, loss=0.709, pair=0.001, adv=4.306, sprd=0.019]
Ep 046/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:54,  1.49it/s, loss=0.704, pair=0.009, adv=3.923, sprd=0.018]
Ep 046/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.46it/s, loss=0.704, pair=0.009, adv=3.923, sprd=0.018]
Ep 046/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.46it/s, loss=0.711, pair=0.003, adv=4.064, sprd=0.019]
Ep 046/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:49,  1.52it/s, loss=0.711, pair=0.003, adv=4.064, sprd=0.019]
Ep 046/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:49,  1.52it/s, loss=0.728, pair=0.002, adv=4.024, sprd=0.023]
Ep 046/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.728, pair=0.002, adv=4.024, sprd=0.023]
Ep 046/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:57,  1.44it/s, loss=0.721, pair=0.008, adv=3.895, sprd=0.024]
Ep 046/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.721, pair=0.008, adv=3.895, sprd=0.024]
Ep 046/60 [S3:+sens]:  23%|▋  | 78/333 [00:55<02:49,  1.50it/s, loss=0.731, pair=0.001, adv=3.757, sprd=0.025]
Ep 046/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.731, pair=0.001, adv=3.757, sprd=0.025]
Ep 046/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.724, pair=0.005, adv=3.768, sprd=0.024]
Ep 046/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:50,  1.48it/s, loss=0.724, pair=0.005, adv=3.768, sprd=0.024]
Ep 046/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:50,  1.48it/s, loss=0.787, pair=0.007, adv=4.016, sprd=0.021]
Ep 046/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.787, pair=0.007, adv=4.016, sprd=0.021]
Ep 046/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.719, pair=0.006, adv=4.241, sprd=0.022]
Ep 046/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:46,  1.51it/s, loss=0.719, pair=0.006, adv=4.241, sprd=0.022]
Ep 046/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:46,  1.51it/s, loss=0.716, pair=0.014, adv=3.945, sprd=0.020]
Ep 046/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.44it/s, loss=0.716, pair=0.014, adv=3.945, sprd=0.020]
Ep 046/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:54,  1.44it/s, loss=0.707, pair=0.004, adv=4.085, sprd=0.017]
Ep 046/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.707, pair=0.004, adv=4.085, sprd=0.017]
Ep 046/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:42,  1.53it/s, loss=0.711, pair=0.005, adv=3.976, sprd=0.020]
Ep 046/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:49,  1.46it/s, loss=0.711, pair=0.005, adv=3.976, sprd=0.020]
Ep 046/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:49,  1.46it/s, loss=0.739, pair=0.007, adv=4.111, sprd=0.027]
Ep 046/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.739, pair=0.007, adv=4.111, sprd=0.027]
Ep 046/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:43,  1.51it/s, loss=0.821, pair=0.008, adv=3.846, sprd=0.029]
Ep 046/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:51,  1.44it/s, loss=0.821, pair=0.008, adv=3.846, sprd=0.029]
Ep 046/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:51,  1.44it/s, loss=0.733, pair=0.007, adv=3.690, sprd=0.024]
Ep 046/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.733, pair=0.007, adv=3.690, sprd=0.024]
Ep 046/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.801, pair=0.007, adv=3.926, sprd=0.027]
Ep 046/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.801, pair=0.007, adv=3.926, sprd=0.027]
Ep 046/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:49,  1.44it/s, loss=0.740, pair=0.008, adv=4.044, sprd=0.025]
Ep 046/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.740, pair=0.008, adv=4.044, sprd=0.025]
Ep 046/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:42,  1.49it/s, loss=0.732, pair=0.003, adv=3.854, sprd=0.022]
Ep 046/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.732, pair=0.003, adv=3.854, sprd=0.022]
Ep 046/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.721, pair=0.006, adv=4.096, sprd=0.021]
Ep 046/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:41,  1.49it/s, loss=0.721, pair=0.006, adv=4.096, sprd=0.021]
Ep 046/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:41,  1.49it/s, loss=0.719, pair=0.007, adv=3.916, sprd=0.021]
Ep 046/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.719, pair=0.007, adv=3.916, sprd=0.021]
Ep 046/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:45,  1.45it/s, loss=0.740, pair=0.003, adv=3.799, sprd=0.027]
Ep 046/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:36,  1.52it/s, loss=0.740, pair=0.003, adv=3.799, sprd=0.027]
Ep 046/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:36,  1.52it/s, loss=0.741, pair=0.004, adv=3.793, sprd=0.025]
Ep 046/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:42,  1.46it/s, loss=0.741, pair=0.004, adv=3.793, sprd=0.025]
Ep 046/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:42,  1.46it/s, loss=0.712, pair=0.006, adv=3.974, sprd=0.019]
Ep 046/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:35,  1.52it/s, loss=0.712, pair=0.006, adv=3.974, sprd=0.019]
Ep 046/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:35,  1.52it/s, loss=0.732, pair=0.013, adv=4.061, sprd=0.023]
Ep 046/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:41,  1.46it/s, loss=0.732, pair=0.013, adv=4.061, sprd=0.023]
Ep 046/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:41,  1.46it/s, loss=0.731, pair=0.010, adv=4.028, sprd=0.024]
Ep 046/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:34,  1.52it/s, loss=0.731, pair=0.010, adv=4.028, sprd=0.024]
Ep 046/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:34,  1.52it/s, loss=0.719, pair=0.019, adv=3.958, sprd=0.018]
Ep 046/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.47it/s, loss=0.719, pair=0.019, adv=3.958, sprd=0.018]
Ep 046/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:39,  1.47it/s, loss=0.724, pair=0.011, adv=3.614, sprd=0.020]
Ep 046/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.724, pair=0.011, adv=3.614, sprd=0.020]
Ep 046/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.721, pair=0.006, adv=3.873, sprd=0.023]
Ep 046/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:38,  1.46it/s, loss=0.721, pair=0.006, adv=3.873, sprd=0.023]
Ep 046/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:38,  1.46it/s, loss=0.738, pair=0.006, adv=3.831, sprd=0.026]
Ep 046/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:31,  1.52it/s, loss=0.738, pair=0.006, adv=3.831, sprd=0.026]
Ep 046/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:31,  1.52it/s, loss=0.750, pair=0.020, adv=4.068, sprd=0.026]
Ep 046/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.750, pair=0.020, adv=4.068, sprd=0.026]
Ep 046/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.709, pair=0.008, adv=4.271, sprd=0.022]
Ep 046/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.51it/s, loss=0.709, pair=0.008, adv=4.271, sprd=0.022]
Ep 046/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.51it/s, loss=0.794, pair=0.008, adv=3.974, sprd=0.022]
Ep 046/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.794, pair=0.008, adv=3.974, sprd=0.022]
Ep 046/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:38,  1.44it/s, loss=0.734, pair=0.016, adv=3.718, sprd=0.024]
Ep 046/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.734, pair=0.016, adv=3.718, sprd=0.024]
Ep 046/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.709, pair=0.000, adv=4.011, sprd=0.020]
Ep 046/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:34,  1.46it/s, loss=0.709, pair=0.000, adv=4.011, sprd=0.020]
Ep 046/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:34,  1.46it/s, loss=0.741, pair=0.007, adv=3.866, sprd=0.028]
Ep 046/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.50it/s, loss=0.741, pair=0.007, adv=3.866, sprd=0.028]
Ep 046/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.50it/s, loss=0.711, pair=0.016, adv=3.966, sprd=0.022]
Ep 046/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.711, pair=0.016, adv=3.966, sprd=0.022]
Ep 046/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.750, pair=0.011, adv=3.755, sprd=0.031]
Ep 046/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:27,  1.51it/s, loss=0.750, pair=0.011, adv=3.755, sprd=0.031]
Ep 046/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:27,  1.51it/s, loss=0.718, pair=0.015, adv=4.132, sprd=0.022]
Ep 046/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:31,  1.46it/s, loss=0.718, pair=0.015, adv=4.132, sprd=0.022]
Ep 046/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:31,  1.46it/s, loss=0.736, pair=0.002, adv=4.132, sprd=0.026]
Ep 046/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:24,  1.52it/s, loss=0.736, pair=0.002, adv=4.132, sprd=0.026]
Ep 046/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:24,  1.52it/s, loss=0.725, pair=0.006, adv=3.807, sprd=0.022]
Ep 046/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.45it/s, loss=0.725, pair=0.006, adv=3.807, sprd=0.022]
Ep 046/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.45it/s, loss=0.707, pair=0.001, adv=3.955, sprd=0.020]
Ep 046/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.51it/s, loss=0.707, pair=0.001, adv=3.955, sprd=0.020]
Ep 046/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.51it/s, loss=0.729, pair=0.001, adv=4.345, sprd=0.025]
Ep 046/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.729, pair=0.001, adv=4.345, sprd=0.025]
Ep 046/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.720, pair=0.005, adv=4.114, sprd=0.022]
Ep 046/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:22,  1.52it/s, loss=0.720, pair=0.005, adv=4.114, sprd=0.022]
Ep 046/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.52it/s, loss=0.703, pair=0.006, adv=3.855, sprd=0.016]
Ep 046/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:29,  1.44it/s, loss=0.703, pair=0.006, adv=3.855, sprd=0.016]
Ep 046/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.44it/s, loss=0.713, pair=0.003, adv=4.103, sprd=0.019]
Ep 046/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:22,  1.51it/s, loss=0.713, pair=0.003, adv=4.103, sprd=0.019]
Ep 046/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:22,  1.51it/s, loss=0.787, pair=0.006, adv=3.760, sprd=0.020]
Ep 046/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.787, pair=0.006, adv=3.760, sprd=0.020]
Ep 046/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.734, pair=0.006, adv=4.211, sprd=0.026]
Ep 046/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.50it/s, loss=0.734, pair=0.006, adv=4.211, sprd=0.026]
Ep 046/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.50it/s, loss=0.807, pair=0.004, adv=3.890, sprd=0.026]
Ep 046/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:24,  1.46it/s, loss=0.807, pair=0.004, adv=3.890, sprd=0.026]
Ep 046/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:24,  1.46it/s, loss=0.738, pair=0.003, adv=3.894, sprd=0.026]
Ep 046/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:20,  1.50it/s, loss=0.738, pair=0.003, adv=3.894, sprd=0.026]
Ep 046/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.722, pair=0.003, adv=3.663, sprd=0.022]
Ep 046/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:25,  1.44it/s, loss=0.722, pair=0.003, adv=3.663, sprd=0.022]
Ep 046/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:25,  1.44it/s, loss=0.694, pair=0.006, adv=3.286, sprd=0.017]
Ep 046/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:18,  1.51it/s, loss=0.694, pair=0.006, adv=3.286, sprd=0.017]
Ep 046/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.51it/s, loss=0.738, pair=0.001, adv=3.675, sprd=0.025]
Ep 046/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.738, pair=0.001, adv=3.675, sprd=0.025]
Ep 046/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.727, pair=0.005, adv=3.862, sprd=0.024]
Ep 046/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:20,  1.47it/s, loss=0.727, pair=0.005, adv=3.862, sprd=0.024]
Ep 046/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.47it/s, loss=0.720, pair=0.005, adv=3.814, sprd=0.019]
Ep 046/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.42it/s, loss=0.720, pair=0.005, adv=3.814, sprd=0.019]
Ep 046/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:25,  1.42it/s, loss=0.717, pair=0.006, adv=3.922, sprd=0.022]
Ep 046/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.717, pair=0.006, adv=3.922, sprd=0.022]
Ep 046/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.732, pair=0.000, adv=4.113, sprd=0.023]
Ep 046/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:24,  1.41it/s, loss=0.732, pair=0.000, adv=4.113, sprd=0.023]
Ep 046/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:24,  1.41it/s, loss=0.717, pair=0.000, adv=3.738, sprd=0.021]
Ep 046/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.47it/s, loss=0.717, pair=0.000, adv=3.738, sprd=0.021]
Ep 046/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:17,  1.47it/s, loss=0.724, pair=0.000, adv=4.317, sprd=0.023]
Ep 046/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:24,  1.40it/s, loss=0.724, pair=0.000, adv=4.317, sprd=0.023]
Ep 046/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:24,  1.40it/s, loss=0.730, pair=0.000, adv=4.173, sprd=0.025]
Ep 046/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:16,  1.48it/s, loss=0.730, pair=0.000, adv=4.173, sprd=0.025]
Ep 046/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:16,  1.48it/s, loss=0.714, pair=0.005, adv=4.301, sprd=0.020]
Ep 046/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:20,  1.43it/s, loss=0.714, pair=0.005, adv=4.301, sprd=0.020]
Ep 046/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.43it/s, loss=0.732, pair=0.001, adv=3.815, sprd=0.025]
Ep 046/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.732, pair=0.001, adv=3.815, sprd=0.025]
Ep 046/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:13,  1.49it/s, loss=0.785, pair=0.000, adv=3.587, sprd=0.020]
Ep 046/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.785, pair=0.000, adv=3.587, sprd=0.020]
Ep 046/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.731, pair=0.003, adv=3.885, sprd=0.026]
Ep 046/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.50it/s, loss=0.731, pair=0.003, adv=3.885, sprd=0.026]
Ep 046/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.761, pair=0.008, adv=4.044, sprd=0.030]
Ep 046/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.42it/s, loss=0.761, pair=0.008, adv=4.044, sprd=0.030]
Ep 046/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:18,  1.42it/s, loss=0.732, pair=0.000, adv=4.110, sprd=0.028]
Ep 046/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:11,  1.49it/s, loss=0.732, pair=0.000, adv=4.110, sprd=0.028]
Ep 046/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:11,  1.49it/s, loss=0.714, pair=0.004, adv=3.823, sprd=0.021]
Ep 046/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:16,  1.42it/s, loss=0.714, pair=0.004, adv=3.823, sprd=0.021]
Ep 046/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:16,  1.42it/s, loss=0.730, pair=0.000, adv=3.670, sprd=0.024]
Ep 046/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:10,  1.48it/s, loss=0.730, pair=0.000, adv=3.670, sprd=0.024]
Ep 046/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:10,  1.48it/s, loss=0.713, pair=0.000, adv=3.570, sprd=0.016]
Ep 046/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:21,  1.36it/s, loss=0.713, pair=0.000, adv=3.570, sprd=0.016]
Ep 046/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:21,  1.36it/s, loss=0.729, pair=0.003, adv=3.621, sprd=0.022]
Ep 046/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:12,  1.44it/s, loss=0.729, pair=0.003, adv=3.621, sprd=0.022]
Ep 046/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:12,  1.44it/s, loss=0.733, pair=0.008, adv=4.207, sprd=0.025]
Ep 046/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:15,  1.40it/s, loss=0.733, pair=0.008, adv=4.207, sprd=0.025]
Ep 046/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:15,  1.40it/s, loss=0.742, pair=0.007, adv=3.672, sprd=0.028]
Ep 046/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:09,  1.45it/s, loss=0.742, pair=0.007, adv=3.672, sprd=0.028]
Ep 046/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:09,  1.45it/s, loss=0.725, pair=0.005, adv=4.204, sprd=0.024]
Ep 046/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.39it/s, loss=0.725, pair=0.005, adv=4.204, sprd=0.024]
Ep 046/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.39it/s, loss=0.721, pair=0.002, adv=3.716, sprd=0.023]
Ep 046/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.48it/s, loss=0.721, pair=0.002, adv=3.716, sprd=0.023]
Ep 046/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.48it/s, loss=0.747, pair=0.005, adv=3.721, sprd=0.026]
Ep 046/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:13,  1.40it/s, loss=0.747, pair=0.005, adv=3.721, sprd=0.026]
Ep 046/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:13,  1.40it/s, loss=0.724, pair=0.003, adv=4.138, sprd=0.021]
Ep 046/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:05,  1.47it/s, loss=0.724, pair=0.003, adv=4.138, sprd=0.021]
Ep 046/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:05,  1.47it/s, loss=0.729, pair=0.002, adv=4.019, sprd=0.026]
Ep 046/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.42it/s, loss=0.729, pair=0.002, adv=4.019, sprd=0.026]
Ep 046/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.717, pair=0.006, adv=4.022, sprd=0.020]
Ep 046/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.717, pair=0.006, adv=4.022, sprd=0.020]
Ep 046/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:01,  1.51it/s, loss=0.703, pair=0.000, adv=4.132, sprd=0.021]
Ep 046/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.703, pair=0.000, adv=4.132, sprd=0.021]
Ep 046/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.712, pair=0.003, adv=3.653, sprd=0.020]
Ep 046/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.712, pair=0.003, adv=3.653, sprd=0.020]
Ep 046/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.740, pair=0.002, adv=3.659, sprd=0.027]
Ep 046/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.44it/s, loss=0.740, pair=0.002, adv=3.659, sprd=0.027]
Ep 046/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:05,  1.44it/s, loss=0.737, pair=0.002, adv=4.143, sprd=0.026]
Ep 046/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.49it/s, loss=0.737, pair=0.002, adv=4.143, sprd=0.026]
Ep 046/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.49it/s, loss=0.783, pair=0.001, adv=3.971, sprd=0.021]
Ep 046/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:05,  1.42it/s, loss=0.783, pair=0.001, adv=3.971, sprd=0.021]
Ep 046/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:05,  1.42it/s, loss=0.719, pair=0.008, adv=4.050, sprd=0.022]
Ep 046/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.719, pair=0.008, adv=4.050, sprd=0.022]
Ep 046/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.746, pair=0.009, adv=3.683, sprd=0.026]
Ep 046/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.746, pair=0.009, adv=3.683, sprd=0.026]
Ep 046/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.763, pair=0.011, adv=3.998, sprd=0.029]
Ep 046/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.47it/s, loss=0.763, pair=0.011, adv=3.998, sprd=0.029]
Ep 046/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.47it/s, loss=0.722, pair=0.007, adv=3.977, sprd=0.022]
Ep 046/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.722, pair=0.007, adv=3.977, sprd=0.022]
Ep 046/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:03,  1.41it/s, loss=0.706, pair=0.010, adv=3.721, sprd=0.017]
Ep 046/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.706, pair=0.010, adv=3.721, sprd=0.017]
Ep 046/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.730, pair=0.001, adv=3.655, sprd=0.024]
Ep 046/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:59,  1.44it/s, loss=0.730, pair=0.001, adv=3.655, sprd=0.024]
Ep 046/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:59,  1.44it/s, loss=0.713, pair=0.002, adv=3.738, sprd=0.023]
Ep 046/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.713, pair=0.002, adv=3.738, sprd=0.023]
Ep 046/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.51it/s, loss=0.803, pair=0.008, adv=3.802, sprd=0.025]
Ep 046/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:59,  1.43it/s, loss=0.803, pair=0.008, adv=3.802, sprd=0.025]
Ep 046/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:59,  1.43it/s, loss=0.767, pair=0.006, adv=3.884, sprd=0.034]
Ep 046/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.46it/s, loss=0.767, pair=0.006, adv=3.884, sprd=0.034]
Ep 046/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.46it/s, loss=0.715, pair=0.014, adv=3.523, sprd=0.020]
Ep 046/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.40it/s, loss=0.715, pair=0.014, adv=3.523, sprd=0.020]
Ep 046/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.40it/s, loss=0.728, pair=0.010, adv=3.873, sprd=0.021]
Ep 046/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.728, pair=0.010, adv=3.873, sprd=0.021]
Ep 046/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:52,  1.48it/s, loss=0.726, pair=0.010, adv=4.009, sprd=0.024]
Ep 046/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.726, pair=0.010, adv=4.009, sprd=0.024]
Ep 046/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.758, pair=0.017, adv=3.926, sprd=0.030]
Ep 046/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.47it/s, loss=0.758, pair=0.017, adv=3.926, sprd=0.030]
Ep 046/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.47it/s, loss=0.726, pair=0.002, adv=3.979, sprd=0.023]
Ep 046/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:58,  1.39it/s, loss=0.726, pair=0.002, adv=3.979, sprd=0.023]
Ep 046/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:58,  1.39it/s, loss=0.727, pair=0.002, adv=4.100, sprd=0.022]
Ep 046/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.48it/s, loss=0.727, pair=0.002, adv=4.100, sprd=0.022]
Ep 046/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.48it/s, loss=0.796, pair=0.010, adv=4.108, sprd=0.024]
Ep 046/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:54,  1.41it/s, loss=0.796, pair=0.010, adv=4.108, sprd=0.024]
Ep 046/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.41it/s, loss=0.732, pair=0.004, adv=3.717, sprd=0.026]
Ep 046/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.48it/s, loss=0.732, pair=0.004, adv=3.717, sprd=0.026]
Ep 046/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.48it/s, loss=0.777, pair=0.000, adv=3.554, sprd=0.019]
Ep 046/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.777, pair=0.000, adv=3.554, sprd=0.019]
Ep 046/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.752, pair=0.002, adv=4.200, sprd=0.030]
Ep 046/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:47,  1.49it/s, loss=0.752, pair=0.002, adv=4.200, sprd=0.030]
Ep 046/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.49it/s, loss=0.715, pair=0.014, adv=3.807, sprd=0.018]
Ep 046/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.715, pair=0.014, adv=3.807, sprd=0.018]
Ep 046/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:49,  1.45it/s, loss=0.732, pair=0.002, adv=4.111, sprd=0.025]
Ep 046/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.732, pair=0.002, adv=4.111, sprd=0.025]
Ep 046/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.788, pair=0.001, adv=3.471, sprd=0.022]
Ep 046/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:47,  1.45it/s, loss=0.788, pair=0.001, adv=3.471, sprd=0.022]
Ep 046/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.739, pair=0.013, adv=3.999, sprd=0.024]
Ep 046/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.739, pair=0.013, adv=3.999, sprd=0.024]
Ep 046/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:44,  1.49it/s, loss=0.809, pair=0.006, adv=3.885, sprd=0.024]
Ep 046/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.809, pair=0.006, adv=3.885, sprd=0.024]
Ep 046/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.731, pair=0.006, adv=4.131, sprd=0.025]
Ep 046/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:43,  1.48it/s, loss=0.731, pair=0.006, adv=4.131, sprd=0.025]
Ep 046/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.725, pair=0.000, adv=3.858, sprd=0.024]
Ep 046/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.45it/s, loss=0.725, pair=0.000, adv=3.858, sprd=0.024]
Ep 046/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:44,  1.45it/s, loss=0.715, pair=0.000, adv=4.088, sprd=0.022]
Ep 046/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.50it/s, loss=0.715, pair=0.000, adv=4.088, sprd=0.022]
Ep 046/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:40,  1.50it/s, loss=0.714, pair=0.008, adv=3.620, sprd=0.021]
Ep 046/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.714, pair=0.008, adv=3.620, sprd=0.021]
Ep 046/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.741, pair=0.008, adv=4.224, sprd=0.028]
Ep 046/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.741, pair=0.008, adv=4.224, sprd=0.028]
Ep 046/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.49it/s, loss=0.752, pair=0.003, adv=3.914, sprd=0.029]
Ep 046/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.45it/s, loss=0.752, pair=0.003, adv=3.914, sprd=0.029]
Ep 046/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:42,  1.45it/s, loss=0.708, pair=0.001, adv=4.337, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:36,  1.52it/s, loss=0.708, pair=0.001, adv=4.337, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:36,  1.52it/s, loss=0.719, pair=0.001, adv=3.671, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:43,  1.41it/s, loss=0.719, pair=0.001, adv=3.671, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:43,  1.41it/s, loss=0.716, pair=0.001, adv=3.953, sprd=0.024]
Ep 046/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.716, pair=0.001, adv=3.953, sprd=0.024]
Ep 046/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:37,  1.49it/s, loss=0.714, pair=0.008, adv=3.684, sprd=0.020]
Ep 046/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.714, pair=0.008, adv=3.684, sprd=0.020]
Ep 046/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.737, pair=0.003, adv=4.121, sprd=0.028]
Ep 046/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.51it/s, loss=0.737, pair=0.003, adv=4.121, sprd=0.028]
Ep 046/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.51it/s, loss=0.719, pair=0.001, adv=3.910, sprd=0.024]
Ep 046/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.719, pair=0.001, adv=3.910, sprd=0.024]
Ep 046/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.45it/s, loss=0.719, pair=0.000, adv=3.854, sprd=0.021]
Ep 046/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.719, pair=0.000, adv=3.854, sprd=0.021]
Ep 046/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.718, pair=0.004, adv=4.037, sprd=0.021]
Ep 046/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.718, pair=0.004, adv=4.037, sprd=0.021]
Ep 046/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.742, pair=0.001, adv=4.034, sprd=0.027]
Ep 046/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.50it/s, loss=0.742, pair=0.001, adv=4.034, sprd=0.027]
Ep 046/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.50it/s, loss=0.727, pair=0.000, adv=4.090, sprd=0.022]
Ep 046/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.727, pair=0.000, adv=4.090, sprd=0.022]
Ep 046/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.692, pair=0.006, adv=3.835, sprd=0.016]
Ep 046/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:30,  1.52it/s, loss=0.692, pair=0.006, adv=3.835, sprd=0.016]
Ep 046/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:30,  1.52it/s, loss=0.719, pair=0.004, adv=3.900, sprd=0.024]
Ep 046/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.46it/s, loss=0.719, pair=0.004, adv=3.900, sprd=0.024]
Ep 046/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.46it/s, loss=0.731, pair=0.004, adv=4.017, sprd=0.025]
Ep 046/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.731, pair=0.004, adv=4.017, sprd=0.025]
Ep 046/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:28,  1.52it/s, loss=0.707, pair=0.005, adv=3.976, sprd=0.017]
Ep 046/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:35,  1.40it/s, loss=0.707, pair=0.005, adv=3.976, sprd=0.017]
Ep 046/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:35,  1.40it/s, loss=0.715, pair=0.006, adv=3.699, sprd=0.018]
Ep 046/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.715, pair=0.006, adv=3.699, sprd=0.018]
Ep 046/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.800, pair=0.001, adv=3.680, sprd=0.025]
Ep 046/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.800, pair=0.001, adv=3.680, sprd=0.025]
Ep 046/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.714, pair=0.010, adv=3.841, sprd=0.017]
Ep 046/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.50it/s, loss=0.714, pair=0.010, adv=3.841, sprd=0.017]
Ep 046/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.723, pair=0.008, adv=3.987, sprd=0.024]
Ep 046/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:28,  1.46it/s, loss=0.723, pair=0.008, adv=3.987, sprd=0.024]
Ep 046/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:28,  1.46it/s, loss=0.734, pair=0.008, adv=3.944, sprd=0.024]
Ep 046/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:24,  1.52it/s, loss=0.734, pair=0.008, adv=3.944, sprd=0.024]
Ep 046/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:24,  1.52it/s, loss=0.732, pair=0.004, adv=3.801, sprd=0.024]
Ep 046/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.47it/s, loss=0.732, pair=0.004, adv=3.801, sprd=0.024]
Ep 046/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.47it/s, loss=0.702, pair=0.003, adv=3.744, sprd=0.015]
Ep 046/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:22,  1.54it/s, loss=0.702, pair=0.003, adv=3.744, sprd=0.015]
Ep 046/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:22,  1.54it/s, loss=0.716, pair=0.006, adv=3.831, sprd=0.020]
Ep 046/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.45it/s, loss=0.716, pair=0.006, adv=3.831, sprd=0.020]
Ep 046/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.45it/s, loss=0.726, pair=0.006, adv=3.925, sprd=0.024]
Ep 046/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.726, pair=0.006, adv=3.925, sprd=0.024]
Ep 046/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.720, pair=0.007, adv=3.770, sprd=0.021]
Ep 046/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:25,  1.44it/s, loss=0.720, pair=0.007, adv=3.770, sprd=0.021]
Ep 046/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:25,  1.44it/s, loss=0.732, pair=0.003, adv=3.695, sprd=0.025]
Ep 046/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.50it/s, loss=0.732, pair=0.003, adv=3.695, sprd=0.025]
Ep 046/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.50it/s, loss=0.739, pair=0.007, adv=4.053, sprd=0.026]
Ep 046/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:27,  1.40it/s, loss=0.739, pair=0.007, adv=4.053, sprd=0.026]
Ep 046/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:27,  1.40it/s, loss=0.720, pair=0.006, adv=3.724, sprd=0.022]
Ep 046/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:22,  1.47it/s, loss=0.720, pair=0.006, adv=3.724, sprd=0.022]
Ep 046/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.47it/s, loss=0.746, pair=0.006, adv=3.914, sprd=0.026]
Ep 046/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:25,  1.41it/s, loss=0.746, pair=0.006, adv=3.914, sprd=0.026]
Ep 046/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:25,  1.41it/s, loss=0.730, pair=0.020, adv=3.773, sprd=0.020]
Ep 046/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.50it/s, loss=0.730, pair=0.020, adv=3.773, sprd=0.020]
Ep 046/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.50it/s, loss=0.815, pair=0.012, adv=3.930, sprd=0.027]
Ep 046/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:21,  1.45it/s, loss=0.815, pair=0.012, adv=3.930, sprd=0.027]
Ep 046/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.733, pair=0.009, adv=3.964, sprd=0.024]
Ep 046/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.50it/s, loss=0.733, pair=0.009, adv=3.964, sprd=0.024]
Ep 046/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.740, pair=0.001, adv=3.955, sprd=0.026]
Ep 046/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:19,  1.46it/s, loss=0.740, pair=0.001, adv=3.955, sprd=0.026]
Ep 046/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:19,  1.46it/s, loss=0.723, pair=0.000, adv=4.097, sprd=0.024]
Ep 046/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:14,  1.53it/s, loss=0.723, pair=0.000, adv=4.097, sprd=0.024]
Ep 046/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:14,  1.53it/s, loss=0.805, pair=0.008, adv=3.929, sprd=0.023]
Ep 046/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.46it/s, loss=0.805, pair=0.008, adv=3.929, sprd=0.023]
Ep 046/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.46it/s, loss=0.727, pair=0.003, adv=3.911, sprd=0.025]
Ep 046/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.51it/s, loss=0.727, pair=0.003, adv=3.911, sprd=0.025]
Ep 046/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.51it/s, loss=0.738, pair=0.004, adv=3.859, sprd=0.027]
Ep 046/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.44it/s, loss=0.738, pair=0.004, adv=3.859, sprd=0.027]
Ep 046/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.701, pair=0.005, adv=3.802, sprd=0.017]
Ep 046/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.701, pair=0.005, adv=3.802, sprd=0.017]
Ep 046/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.723, pair=0.004, adv=3.818, sprd=0.018]
Ep 046/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:18,  1.41it/s, loss=0.723, pair=0.004, adv=3.818, sprd=0.018]
Ep 046/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:18,  1.41it/s, loss=0.726, pair=0.004, adv=3.896, sprd=0.024]
Ep 046/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:13,  1.47it/s, loss=0.726, pair=0.004, adv=3.896, sprd=0.024]
Ep 046/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.47it/s, loss=0.727, pair=0.006, adv=4.034, sprd=0.024]
Ep 046/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.41it/s, loss=0.727, pair=0.006, adv=4.034, sprd=0.024]
Ep 046/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.41it/s, loss=0.714, pair=0.000, adv=3.841, sprd=0.022]
Ep 046/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.714, pair=0.000, adv=3.841, sprd=0.022]
Ep 046/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.48it/s, loss=0.739, pair=0.020, adv=3.551, sprd=0.024]
Ep 046/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.739, pair=0.020, adv=3.551, sprd=0.024]
Ep 046/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.706, pair=0.007, adv=3.359, sprd=0.018]
Ep 046/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.50it/s, loss=0.706, pair=0.007, adv=3.359, sprd=0.018]
Ep 046/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.50it/s, loss=0.892, pair=0.004, adv=4.038, sprd=0.023]
Ep 046/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:16,  1.36it/s, loss=0.892, pair=0.004, adv=4.038, sprd=0.023]
Ep 046/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:16,  1.36it/s, loss=0.721, pair=0.006, adv=3.647, sprd=0.021]
Ep 046/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:11,  1.44it/s, loss=0.721, pair=0.006, adv=3.647, sprd=0.021]
Ep 046/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.44it/s, loss=0.724, pair=0.003, adv=3.760, sprd=0.021]
Ep 046/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:16,  1.34it/s, loss=0.724, pair=0.003, adv=3.760, sprd=0.021]
Ep 046/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:16,  1.34it/s, loss=0.713, pair=0.001, adv=3.760, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:10,  1.43it/s, loss=0.713, pair=0.001, adv=3.760, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:10,  1.43it/s, loss=0.744, pair=0.011, adv=4.006, sprd=0.026]
Ep 046/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:12,  1.39it/s, loss=0.744, pair=0.011, adv=4.006, sprd=0.026]
Ep 046/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:12,  1.39it/s, loss=0.707, pair=0.004, adv=3.983, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:07,  1.46it/s, loss=0.707, pair=0.004, adv=3.983, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:07,  1.46it/s, loss=0.724, pair=0.002, adv=3.695, sprd=0.019]
Ep 046/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:11,  1.38it/s, loss=0.724, pair=0.002, adv=3.695, sprd=0.019]
Ep 046/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:11,  1.38it/s, loss=0.735, pair=0.005, adv=3.994, sprd=0.024]
Ep 046/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:06,  1.45it/s, loss=0.735, pair=0.005, adv=3.994, sprd=0.024]
Ep 046/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:06,  1.45it/s, loss=0.733, pair=0.006, adv=4.069, sprd=0.022]
Ep 046/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:10,  1.36it/s, loss=0.733, pair=0.006, adv=4.069, sprd=0.022]
Ep 046/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:10,  1.36it/s, loss=0.733, pair=0.003, adv=3.742, sprd=0.027]
Ep 046/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:06,  1.43it/s, loss=0.733, pair=0.003, adv=3.742, sprd=0.027]
Ep 046/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:06,  1.43it/s, loss=0.801, pair=0.002, adv=3.747, sprd=0.024]
Ep 046/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:07,  1.40it/s, loss=0.801, pair=0.002, adv=3.747, sprd=0.024]
Ep 046/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:07,  1.40it/s, loss=0.726, pair=0.000, adv=3.988, sprd=0.024]
Ep 046/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.726, pair=0.000, adv=3.988, sprd=0.024]
Ep 046/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.717, pair=0.001, adv=4.044, sprd=0.022]
Ep 046/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.717, pair=0.001, adv=4.044, sprd=0.022]
Ep 046/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.735, pair=0.000, adv=3.810, sprd=0.025]
Ep 046/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.735, pair=0.000, adv=3.810, sprd=0.025]
Ep 046/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.49it/s, loss=0.724, pair=0.001, adv=3.450, sprd=0.022]
Ep 046/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.724, pair=0.001, adv=3.450, sprd=0.022]
Ep 046/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.719, pair=0.000, adv=3.569, sprd=0.023]
Ep 046/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.50it/s, loss=0.719, pair=0.000, adv=3.569, sprd=0.023]
Ep 046/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.816, pair=0.004, adv=3.860, sprd=0.027]
Ep 046/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.43it/s, loss=0.816, pair=0.004, adv=3.860, sprd=0.027]
Ep 046/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.43it/s, loss=0.758, pair=0.010, adv=4.233, sprd=0.030]
Ep 046/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:59,  1.47it/s, loss=0.758, pair=0.010, adv=4.233, sprd=0.030]
Ep 046/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:59,  1.47it/s, loss=0.780, pair=0.000, adv=3.855, sprd=0.019]
Ep 046/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.780, pair=0.000, adv=3.855, sprd=0.019]
Ep 046/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.721, pair=0.002, adv=3.904, sprd=0.020]
Ep 046/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.49it/s, loss=0.721, pair=0.002, adv=3.904, sprd=0.020]
Ep 046/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.49it/s, loss=0.738, pair=0.008, adv=3.678, sprd=0.025]
Ep 046/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.738, pair=0.008, adv=3.678, sprd=0.025]
Ep 046/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.41it/s, loss=0.728, pair=0.004, adv=3.957, sprd=0.023]
Ep 046/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.728, pair=0.004, adv=3.957, sprd=0.023]
Ep 046/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.804, pair=0.001, adv=3.707, sprd=0.025]
Ep 046/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.804, pair=0.001, adv=3.707, sprd=0.025]
Ep 046/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.44it/s, loss=0.734, pair=0.001, adv=4.043, sprd=0.026]
Ep 046/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.49it/s, loss=0.734, pair=0.001, adv=4.043, sprd=0.026]
Ep 046/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.729, pair=0.001, adv=3.828, sprd=0.022]
Ep 046/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.729, pair=0.001, adv=3.828, sprd=0.022]
Ep 046/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.735, pair=0.001, adv=3.974, sprd=0.025]
Ep 046/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.49it/s, loss=0.735, pair=0.001, adv=3.974, sprd=0.025]
Ep 046/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.49it/s, loss=0.709, pair=0.003, adv=3.681, sprd=0.019]
Ep 046/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.709, pair=0.003, adv=3.681, sprd=0.019]
Ep 046/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.45it/s, loss=0.714, pair=0.002, adv=4.076, sprd=0.023]
Ep 046/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.51it/s, loss=0.714, pair=0.002, adv=4.076, sprd=0.023]
Ep 046/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.51it/s, loss=0.815, pair=0.001, adv=3.699, sprd=0.029]
Ep 046/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.44it/s, loss=0.815, pair=0.001, adv=3.699, sprd=0.029]
Ep 046/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.44it/s, loss=0.700, pair=0.002, adv=3.990, sprd=0.018]
Ep 046/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.52it/s, loss=0.700, pair=0.002, adv=3.990, sprd=0.018]
Ep 046/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:49,  1.52it/s, loss=0.822, pair=0.001, adv=3.838, sprd=0.030]
Ep 046/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.822, pair=0.001, adv=3.838, sprd=0.030]
Ep 046/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.730, pair=0.006, adv=4.011, sprd=0.024]
Ep 046/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.49it/s, loss=0.730, pair=0.006, adv=4.011, sprd=0.024]
Ep 046/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.49it/s, loss=0.749, pair=0.002, adv=3.713, sprd=0.027]
Ep 046/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.42it/s, loss=0.749, pair=0.002, adv=3.713, sprd=0.027]
Ep 046/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.42it/s, loss=0.751, pair=0.002, adv=3.788, sprd=0.031]
Ep 046/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.48it/s, loss=0.751, pair=0.002, adv=3.788, sprd=0.031]
Ep 046/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.48it/s, loss=0.724, pair=0.003, adv=3.716, sprd=0.024]
Ep 046/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.43it/s, loss=0.724, pair=0.003, adv=3.716, sprd=0.024]
Ep 046/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.43it/s, loss=0.722, pair=0.008, adv=3.611, sprd=0.023]
Ep 046/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.49it/s, loss=0.722, pair=0.008, adv=3.611, sprd=0.023]
Ep 046/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.49it/s, loss=0.715, pair=0.000, adv=3.951, sprd=0.017]
Ep 046/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:49,  1.38it/s, loss=0.715, pair=0.000, adv=3.951, sprd=0.017]
Ep 046/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:49,  1.38it/s, loss=0.695, pair=0.000, adv=3.513, sprd=0.015]
Ep 046/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.47it/s, loss=0.695, pair=0.000, adv=3.513, sprd=0.015]
Ep 046/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.47it/s, loss=0.752, pair=0.003, adv=3.616, sprd=0.029]
Ep 046/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:48,  1.37it/s, loss=0.752, pair=0.003, adv=3.616, sprd=0.029]
Ep 046/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:48,  1.37it/s, loss=0.728, pair=0.003, adv=3.882, sprd=0.023]
Ep 046/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.46it/s, loss=0.728, pair=0.003, adv=3.882, sprd=0.023]
Ep 046/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:44,  1.46it/s, loss=0.793, pair=0.006, adv=3.637, sprd=0.035]
Ep 046/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.37it/s, loss=0.793, pair=0.006, adv=3.637, sprd=0.035]
Ep 046/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.37it/s, loss=0.741, pair=0.005, adv=3.831, sprd=0.025]
Ep 046/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:43,  1.43it/s, loss=0.741, pair=0.005, adv=3.831, sprd=0.025]
Ep 046/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.43it/s, loss=0.726, pair=0.001, adv=4.003, sprd=0.023]
Ep 046/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:44,  1.40it/s, loss=0.726, pair=0.001, adv=4.003, sprd=0.023]
Ep 046/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:44,  1.40it/s, loss=0.707, pair=0.000, adv=3.594, sprd=0.017]
Ep 046/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.707, pair=0.000, adv=3.594, sprd=0.017]
Ep 046/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.702, pair=0.003, adv=3.882, sprd=0.018]
Ep 046/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.702, pair=0.003, adv=3.882, sprd=0.018]
Ep 046/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.44it/s, loss=0.727, pair=0.000, adv=4.002, sprd=0.024]
Ep 046/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.727, pair=0.000, adv=4.002, sprd=0.024]
Ep 046/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.50it/s, loss=0.708, pair=0.000, adv=3.322, sprd=0.020]
Ep 046/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.46it/s, loss=0.708, pair=0.000, adv=3.322, sprd=0.020]
Ep 046/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.46it/s, loss=0.712, pair=0.000, adv=4.038, sprd=0.019]
Ep 046/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:37,  1.52it/s, loss=0.712, pair=0.000, adv=4.038, sprd=0.019]
Ep 046/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.52it/s, loss=0.724, pair=0.000, adv=4.042, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.724, pair=0.000, adv=4.042, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:38,  1.45it/s, loss=0.729, pair=0.000, adv=3.693, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.729, pair=0.000, adv=3.693, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.49it/s, loss=0.732, pair=0.002, adv=3.687, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:38,  1.41it/s, loss=0.732, pair=0.002, adv=3.687, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:38,  1.41it/s, loss=0.712, pair=0.000, adv=3.851, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.712, pair=0.000, adv=3.851, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.48it/s, loss=0.767, pair=0.018, adv=3.604, sprd=0.031]
Ep 046/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:38,  1.37it/s, loss=0.767, pair=0.018, adv=3.604, sprd=0.031]
Ep 046/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:38,  1.37it/s, loss=0.752, pair=0.002, adv=3.957, sprd=0.030]
Ep 046/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:35,  1.43it/s, loss=0.752, pair=0.002, adv=3.957, sprd=0.030]
Ep 046/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:35,  1.43it/s, loss=0.722, pair=0.003, adv=3.918, sprd=0.022]
Ep 046/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.42it/s, loss=0.722, pair=0.003, adv=3.918, sprd=0.022]
Ep 046/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.42it/s, loss=0.748, pair=0.004, adv=4.077, sprd=0.027]
Ep 046/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.748, pair=0.004, adv=4.077, sprd=0.027]
Ep 046/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.48it/s, loss=0.732, pair=0.001, adv=3.973, sprd=0.026]
Ep 046/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.44it/s, loss=0.732, pair=0.001, adv=3.973, sprd=0.026]
Ep 046/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.44it/s, loss=0.735, pair=0.004, adv=3.995, sprd=0.027]
Ep 046/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.735, pair=0.004, adv=3.995, sprd=0.027]
Ep 046/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.723, pair=0.000, adv=4.044, sprd=0.022]
Ep 046/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.44it/s, loss=0.723, pair=0.000, adv=4.044, sprd=0.022]
Ep 046/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:31,  1.44it/s, loss=0.733, pair=0.005, adv=3.674, sprd=0.025]
Ep 046/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.733, pair=0.005, adv=3.674, sprd=0.025]
Ep 046/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.49it/s, loss=0.725, pair=0.003, adv=3.535, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.41it/s, loss=0.725, pair=0.003, adv=3.535, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.41it/s, loss=0.712, pair=0.010, adv=4.002, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.712, pair=0.010, adv=4.002, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.743, pair=0.003, adv=4.051, sprd=0.025]
Ep 046/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.36it/s, loss=0.743, pair=0.003, adv=4.051, sprd=0.025]
Ep 046/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:30,  1.36it/s, loss=0.717, pair=0.000, adv=4.123, sprd=0.021]
Ep 046/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.46it/s, loss=0.717, pair=0.000, adv=4.123, sprd=0.021]
Ep 046/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.46it/s, loss=0.732, pair=0.012, adv=4.111, sprd=0.023]
Ep 046/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:29,  1.36it/s, loss=0.732, pair=0.012, adv=4.111, sprd=0.023]
Ep 046/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.36it/s, loss=0.767, pair=0.008, adv=3.875, sprd=0.035]
Ep 046/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:27,  1.41it/s, loss=0.767, pair=0.008, adv=3.875, sprd=0.035]
Ep 046/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:27,  1.41it/s, loss=0.789, pair=0.013, adv=3.981, sprd=0.023]
Ep 046/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.38it/s, loss=0.789, pair=0.013, adv=3.981, sprd=0.023]
Ep 046/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.38it/s, loss=0.716, pair=0.006, adv=4.210, sprd=0.019]
Ep 046/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.46it/s, loss=0.716, pair=0.006, adv=4.210, sprd=0.019]
Ep 046/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.46it/s, loss=0.737, pair=0.002, adv=4.150, sprd=0.026]
Ep 046/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.737, pair=0.002, adv=4.150, sprd=0.026]
Ep 046/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.41it/s, loss=0.696, pair=0.001, adv=3.929, sprd=0.018]
Ep 046/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.50it/s, loss=0.696, pair=0.001, adv=3.929, sprd=0.018]
Ep 046/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.50it/s, loss=0.732, pair=0.000, adv=3.880, sprd=0.026]
Ep 046/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.732, pair=0.000, adv=3.880, sprd=0.026]
Ep 046/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.718, pair=0.010, adv=4.047, sprd=0.022]
Ep 046/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.50it/s, loss=0.718, pair=0.010, adv=4.047, sprd=0.022]
Ep 046/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.50it/s, loss=0.727, pair=0.008, adv=4.365, sprd=0.021]
Ep 046/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.727, pair=0.008, adv=4.365, sprd=0.021]
Ep 046/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.746, pair=0.010, adv=4.160, sprd=0.029]
Ep 046/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=0.746, pair=0.010, adv=4.160, sprd=0.029]
Ep 046/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.772, pair=0.007, adv=4.072, sprd=0.029]
Ep 046/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.38it/s, loss=0.772, pair=0.007, adv=4.072, sprd=0.029]
Ep 046/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.38it/s, loss=0.748, pair=0.005, adv=4.018, sprd=0.028]
Ep 046/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:20,  1.45it/s, loss=0.748, pair=0.005, adv=4.018, sprd=0.028]
Ep 046/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:20,  1.45it/s, loss=0.702, pair=0.004, adv=3.887, sprd=0.019]
Ep 046/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.42it/s, loss=0.702, pair=0.004, adv=3.887, sprd=0.019]
Ep 046/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.42it/s, loss=0.717, pair=0.008, adv=3.648, sprd=0.021]
Ep 046/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.717, pair=0.008, adv=3.648, sprd=0.021]
Ep 046/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.722, pair=0.004, adv=4.051, sprd=0.021]
Ep 046/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.722, pair=0.004, adv=4.051, sprd=0.021]
Ep 046/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.42it/s, loss=0.731, pair=0.001, adv=4.169, sprd=0.025]
Ep 046/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.47it/s, loss=0.731, pair=0.001, adv=4.169, sprd=0.025]
Ep 046/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.47it/s, loss=0.721, pair=0.005, adv=3.688, sprd=0.022]
Ep 046/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.721, pair=0.005, adv=3.688, sprd=0.022]
Ep 046/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.43it/s, loss=0.700, pair=0.000, adv=3.891, sprd=0.016]
Ep 046/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.51it/s, loss=0.700, pair=0.000, adv=3.891, sprd=0.016]
Ep 046/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.51it/s, loss=0.722, pair=0.008, adv=3.814, sprd=0.020]
Ep 046/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.722, pair=0.008, adv=3.814, sprd=0.020]
Ep 046/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.729, pair=0.009, adv=3.769, sprd=0.023]
Ep 046/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.49it/s, loss=0.729, pair=0.009, adv=3.769, sprd=0.023]
Ep 046/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.49it/s, loss=0.710, pair=0.005, adv=4.016, sprd=0.020]
Ep 046/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.43it/s, loss=0.710, pair=0.005, adv=4.016, sprd=0.020]
Ep 046/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.732, pair=0.000, adv=3.810, sprd=0.024]
Ep 046/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.732, pair=0.000, adv=3.810, sprd=0.024]
Ep 046/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.718, pair=0.020, adv=4.207, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.718, pair=0.020, adv=4.207, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.730, pair=0.019, adv=3.548, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.53it/s, loss=0.730, pair=0.019, adv=3.548, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.53it/s, loss=0.715, pair=0.004, adv=4.270, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.45it/s, loss=0.715, pair=0.004, adv=4.270, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.45it/s, loss=0.732, pair=0.034, adv=3.941, sprd=0.023]
Ep 046/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.50it/s, loss=0.732, pair=0.034, adv=3.941, sprd=0.023]
Ep 046/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.741, pair=0.004, adv=3.728, sprd=0.028]
Ep 046/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.741, pair=0.004, adv=3.728, sprd=0.028]
Ep 046/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.726, pair=0.004, adv=3.927, sprd=0.023]
Ep 046/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.726, pair=0.004, adv=3.927, sprd=0.023]
Ep 046/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.732, pair=0.009, adv=4.336, sprd=0.024]
Ep 046/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.41it/s, loss=0.732, pair=0.009, adv=4.336, sprd=0.024]
Ep 046/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.41it/s, loss=0.722, pair=0.003, adv=3.789, sprd=0.022]
Ep 046/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.722, pair=0.003, adv=3.789, sprd=0.022]
Ep 046/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.718, pair=0.005, adv=3.815, sprd=0.020]
Ep 046/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.718, pair=0.005, adv=3.815, sprd=0.020]
Ep 046/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.722, pair=0.000, adv=3.872, sprd=0.021]
Ep 046/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.52it/s, loss=0.722, pair=0.000, adv=3.872, sprd=0.021]
Ep 046/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.717, pair=0.008, adv=4.126, sprd=0.019]
Ep 046/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.45it/s, loss=0.717, pair=0.008, adv=4.126, sprd=0.019]
Ep 046/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.729, pair=0.004, adv=3.773, sprd=0.024]
Ep 046/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.729, pair=0.004, adv=3.773, sprd=0.024]
Ep 046/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.748, pair=0.006, adv=3.945, sprd=0.027]
Ep 046/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.39it/s, loss=0.748, pair=0.006, adv=3.945, sprd=0.027]
Ep 046/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.39it/s, loss=0.715, pair=0.000, adv=4.066, sprd=0.023]
Ep 046/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.47it/s, loss=0.715, pair=0.000, adv=4.066, sprd=0.023]
Ep 046/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.47it/s, loss=0.727, pair=0.003, adv=4.119, sprd=0.020]
Ep 046/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.38it/s, loss=0.727, pair=0.003, adv=4.119, sprd=0.020]
Ep 046/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.38it/s, loss=0.730, pair=0.002, adv=3.623, sprd=0.026]
Ep 046/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.46it/s, loss=0.730, pair=0.002, adv=3.623, sprd=0.026]
Ep 046/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.46it/s, loss=0.799, pair=0.000, adv=3.950, sprd=0.023]
Ep 046/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.799, pair=0.000, adv=3.950, sprd=0.023]
Ep 046/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.718, pair=0.002, adv=3.937, sprd=0.021]
Ep 046/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.718, pair=0.002, adv=3.937, sprd=0.021]
Ep 046/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.48it/s, loss=0.721, pair=0.001, adv=3.892, sprd=0.022]
Ep 046/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.41it/s, loss=0.721, pair=0.001, adv=3.892, sprd=0.022]
                                                                                                              
Epoch 046/60 [S3:+sens]  loss=0.7340  mat=0.2380  sens=1.0176  pair=0.0075  adv=3.9046(rand=3.37)  deg=0.0142  orth=0.0011  spread=0.0232  q_mean=49.5  q_std=15.2  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.89e-05  229s

Ep 047/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 047/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.740, pair=0.000, adv=3.964, sprd=0.027]
Ep 047/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:37,  1.20s/it, loss=0.740, pair=0.000, adv=3.964, sprd=0.027]
Ep 047/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:37,  1.20s/it, loss=0.710, pair=0.001, adv=4.236, sprd=0.020]
Ep 047/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:38,  1.19it/s, loss=0.710, pair=0.001, adv=4.236, sprd=0.020]
Ep 047/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:38,  1.19it/s, loss=0.715, pair=0.000, adv=4.114, sprd=0.021]
Ep 047/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:24,  1.25it/s, loss=0.715, pair=0.000, adv=4.114, sprd=0.021]
Ep 047/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:24,  1.25it/s, loss=0.726, pair=0.010, adv=3.987, sprd=0.023]
Ep 047/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:57,  1.39it/s, loss=0.726, pair=0.010, adv=3.987, sprd=0.023]
Ep 047/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:57,  1.39it/s, loss=0.714, pair=0.005, adv=4.108, sprd=0.018]
Ep 047/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.36it/s, loss=0.714, pair=0.005, adv=4.108, sprd=0.018]
Ep 047/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.36it/s, loss=0.720, pair=0.002, adv=3.913, sprd=0.023]
Ep 047/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:43,  1.46it/s, loss=0.720, pair=0.002, adv=3.913, sprd=0.023]
Ep 047/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:43,  1.46it/s, loss=0.706, pair=0.004, adv=3.986, sprd=0.019]
Ep 047/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:51,  1.41it/s, loss=0.706, pair=0.004, adv=3.986, sprd=0.019]
Ep 047/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:51,  1.41it/s, loss=0.722, pair=0.005, adv=3.646, sprd=0.024]
Ep 047/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:38,  1.49it/s, loss=0.722, pair=0.005, adv=3.646, sprd=0.024]
Ep 047/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:38,  1.49it/s, loss=0.716, pair=0.003, adv=3.698, sprd=0.020]
Ep 047/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:48,  1.42it/s, loss=0.716, pair=0.003, adv=3.698, sprd=0.020]
Ep 047/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:48,  1.42it/s, loss=0.727, pair=0.016, adv=3.738, sprd=0.021]
Ep 047/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.50it/s, loss=0.727, pair=0.016, adv=3.738, sprd=0.021]
Ep 047/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.50it/s, loss=0.738, pair=0.001, adv=4.066, sprd=0.022]
Ep 047/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:45,  1.43it/s, loss=0.738, pair=0.001, adv=4.066, sprd=0.022]
Ep 047/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:45,  1.43it/s, loss=0.707, pair=0.017, adv=3.834, sprd=0.017]
Ep 047/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.707, pair=0.017, adv=3.834, sprd=0.017]
Ep 047/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.706, pair=0.005, adv=3.981, sprd=0.021]
Ep 047/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:38,  1.46it/s, loss=0.706, pair=0.005, adv=3.981, sprd=0.021]
Ep 047/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:38,  1.46it/s, loss=0.720, pair=0.000, adv=4.324, sprd=0.022]
Ep 047/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:28,  1.53it/s, loss=0.720, pair=0.000, adv=4.324, sprd=0.022]
Ep 047/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:28,  1.53it/s, loss=0.748, pair=0.002, adv=3.897, sprd=0.027]
Ep 047/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:35,  1.48it/s, loss=0.748, pair=0.002, adv=3.897, sprd=0.027]
Ep 047/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:35,  1.48it/s, loss=0.748, pair=0.004, adv=3.984, sprd=0.028]
Ep 047/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.51it/s, loss=0.748, pair=0.004, adv=3.984, sprd=0.028]
Ep 047/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.51it/s, loss=0.722, pair=0.003, adv=4.056, sprd=0.022]
Ep 047/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:36,  1.46it/s, loss=0.722, pair=0.003, adv=4.056, sprd=0.022]
Ep 047/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:36,  1.46it/s, loss=0.732, pair=0.008, adv=3.677, sprd=0.024]
Ep 047/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:27,  1.52it/s, loss=0.732, pair=0.008, adv=3.677, sprd=0.024]
Ep 047/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:27,  1.52it/s, loss=0.731, pair=0.004, adv=3.879, sprd=0.026]
Ep 047/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.43it/s, loss=0.731, pair=0.004, adv=3.879, sprd=0.026]
Ep 047/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.43it/s, loss=0.733, pair=0.003, adv=3.829, sprd=0.025]
Ep 047/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:30,  1.49it/s, loss=0.733, pair=0.003, adv=3.829, sprd=0.025]
Ep 047/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:30,  1.49it/s, loss=0.787, pair=0.002, adv=3.502, sprd=0.019]
Ep 047/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:40,  1.42it/s, loss=0.787, pair=0.002, adv=3.502, sprd=0.019]
Ep 047/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.731, pair=0.013, adv=4.283, sprd=0.024]
Ep 047/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.48it/s, loss=0.731, pair=0.013, adv=4.283, sprd=0.024]
Ep 047/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.48it/s, loss=0.723, pair=0.010, adv=3.767, sprd=0.022]
Ep 047/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.723, pair=0.010, adv=3.767, sprd=0.022]
Ep 047/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.716, pair=0.006, adv=3.914, sprd=0.020]
Ep 047/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.50it/s, loss=0.716, pair=0.006, adv=3.914, sprd=0.020]
Ep 047/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.50it/s, loss=0.728, pair=0.007, adv=4.206, sprd=0.020]
Ep 047/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:42,  1.38it/s, loss=0.728, pair=0.007, adv=4.206, sprd=0.020]
Ep 047/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:42,  1.38it/s, loss=0.710, pair=0.002, adv=3.608, sprd=0.018]
Ep 047/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:28,  1.47it/s, loss=0.710, pair=0.002, adv=3.608, sprd=0.018]
Ep 047/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:28,  1.47it/s, loss=0.723, pair=0.006, adv=4.043, sprd=0.022]
Ep 047/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:31,  1.44it/s, loss=0.723, pair=0.006, adv=4.043, sprd=0.022]
Ep 047/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:31,  1.44it/s, loss=0.730, pair=0.006, adv=3.917, sprd=0.024]
Ep 047/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:22,  1.50it/s, loss=0.730, pair=0.006, adv=3.917, sprd=0.024]
Ep 047/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:22,  1.50it/s, loss=0.741, pair=0.004, adv=4.077, sprd=0.026]
Ep 047/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.44it/s, loss=0.741, pair=0.004, adv=4.077, sprd=0.026]
Ep 047/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.44it/s, loss=0.725, pair=0.001, adv=3.566, sprd=0.020]
Ep 047/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:23,  1.49it/s, loss=0.725, pair=0.001, adv=3.566, sprd=0.020]
Ep 047/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:23,  1.49it/s, loss=0.796, pair=0.008, adv=3.943, sprd=0.025]
Ep 047/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:28,  1.45it/s, loss=0.796, pair=0.008, adv=3.943, sprd=0.025]
Ep 047/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:28,  1.45it/s, loss=0.738, pair=0.003, adv=3.774, sprd=0.026]
Ep 047/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:22,  1.49it/s, loss=0.738, pair=0.003, adv=3.774, sprd=0.026]
Ep 047/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:22,  1.49it/s, loss=0.721, pair=0.003, adv=3.946, sprd=0.021]
Ep 047/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:29,  1.43it/s, loss=0.721, pair=0.003, adv=3.946, sprd=0.021]
Ep 047/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.713, pair=0.007, adv=3.966, sprd=0.019]
Ep 047/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.52it/s, loss=0.713, pair=0.007, adv=3.966, sprd=0.019]
Ep 047/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.52it/s, loss=0.743, pair=0.002, adv=3.939, sprd=0.023]
Ep 047/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.743, pair=0.002, adv=3.939, sprd=0.023]
Ep 047/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.727, pair=0.004, adv=3.978, sprd=0.022]
Ep 047/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:19,  1.49it/s, loss=0.727, pair=0.004, adv=3.978, sprd=0.022]
Ep 047/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.742, pair=0.001, adv=4.293, sprd=0.024]
Ep 047/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:34,  1.38it/s, loss=0.742, pair=0.001, adv=4.293, sprd=0.024]
Ep 047/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:34,  1.38it/s, loss=0.727, pair=0.001, adv=4.009, sprd=0.022]
Ep 047/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:19,  1.48it/s, loss=0.727, pair=0.001, adv=4.009, sprd=0.022]
Ep 047/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:19,  1.48it/s, loss=0.732, pair=0.002, adv=3.994, sprd=0.022]
Ep 047/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:30,  1.40it/s, loss=0.732, pair=0.002, adv=3.994, sprd=0.022]
Ep 047/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:30,  1.40it/s, loss=0.692, pair=0.015, adv=3.948, sprd=0.016]
Ep 047/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.692, pair=0.015, adv=3.948, sprd=0.016]
Ep 047/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.730, pair=0.001, adv=4.008, sprd=0.025]
Ep 047/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:30,  1.38it/s, loss=0.730, pair=0.001, adv=4.008, sprd=0.025]
Ep 047/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:30,  1.38it/s, loss=0.715, pair=0.002, adv=3.848, sprd=0.021]
Ep 047/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.715, pair=0.002, adv=3.848, sprd=0.021]
Ep 047/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.730, pair=0.004, adv=3.933, sprd=0.024]
Ep 047/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:25,  1.41it/s, loss=0.730, pair=0.004, adv=3.933, sprd=0.024]
Ep 047/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.710, pair=0.000, adv=3.903, sprd=0.020]
Ep 047/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:14,  1.48it/s, loss=0.710, pair=0.000, adv=3.903, sprd=0.020]
Ep 047/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:14,  1.48it/s, loss=0.732, pair=0.001, adv=4.128, sprd=0.025]
Ep 047/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:23,  1.42it/s, loss=0.732, pair=0.001, adv=4.128, sprd=0.025]
Ep 047/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:23,  1.42it/s, loss=0.723, pair=0.002, adv=3.654, sprd=0.022]
Ep 047/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:14,  1.48it/s, loss=0.723, pair=0.002, adv=3.654, sprd=0.022]
Ep 047/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.711, pair=0.004, adv=3.740, sprd=0.019]
Ep 047/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:18,  1.44it/s, loss=0.711, pair=0.004, adv=3.740, sprd=0.019]
Ep 047/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:18,  1.44it/s, loss=0.705, pair=0.003, adv=3.595, sprd=0.018]
Ep 047/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:07,  1.52it/s, loss=0.705, pair=0.003, adv=3.595, sprd=0.018]
Ep 047/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:07,  1.52it/s, loss=0.755, pair=0.003, adv=4.129, sprd=0.030]
Ep 047/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.755, pair=0.003, adv=4.129, sprd=0.030]
Ep 047/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.726, pair=0.005, adv=3.921, sprd=0.024]
Ep 047/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:09,  1.49it/s, loss=0.726, pair=0.005, adv=3.921, sprd=0.024]
Ep 047/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:09,  1.49it/s, loss=0.731, pair=0.001, adv=4.240, sprd=0.025]
Ep 047/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:17,  1.43it/s, loss=0.731, pair=0.001, adv=4.240, sprd=0.025]
Ep 047/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:17,  1.43it/s, loss=0.716, pair=0.000, adv=3.958, sprd=0.019]
Ep 047/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:07,  1.50it/s, loss=0.716, pair=0.000, adv=3.958, sprd=0.019]
Ep 047/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.717, pair=0.006, adv=4.199, sprd=0.021]
Ep 047/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.717, pair=0.006, adv=4.199, sprd=0.021]
Ep 047/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.721, pair=0.001, adv=3.983, sprd=0.019]
Ep 047/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.51it/s, loss=0.721, pair=0.001, adv=3.983, sprd=0.019]
Ep 047/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:05,  1.51it/s, loss=0.734, pair=0.000, adv=3.963, sprd=0.024]
Ep 047/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:19,  1.40it/s, loss=0.734, pair=0.000, adv=3.963, sprd=0.024]
Ep 047/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:19,  1.40it/s, loss=0.736, pair=0.001, adv=3.805, sprd=0.026]
Ep 047/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:08,  1.47it/s, loss=0.736, pair=0.001, adv=3.805, sprd=0.026]
Ep 047/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:08,  1.47it/s, loss=0.724, pair=0.004, adv=3.796, sprd=0.023]
Ep 047/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:14,  1.42it/s, loss=0.724, pair=0.004, adv=3.796, sprd=0.023]
Ep 047/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:14,  1.42it/s, loss=0.714, pair=0.004, adv=4.065, sprd=0.021]
Ep 047/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.714, pair=0.004, adv=4.065, sprd=0.021]
Ep 047/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.711, pair=0.002, adv=3.727, sprd=0.018]
Ep 047/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:10,  1.44it/s, loss=0.711, pair=0.002, adv=3.727, sprd=0.018]
Ep 047/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:10,  1.44it/s, loss=0.694, pair=0.001, adv=3.438, sprd=0.016]
Ep 047/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:56,  1.54it/s, loss=0.694, pair=0.001, adv=3.438, sprd=0.016]
Ep 047/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:56,  1.54it/s, loss=0.716, pair=0.007, adv=3.909, sprd=0.021]
Ep 047/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:06,  1.46it/s, loss=0.716, pair=0.007, adv=3.909, sprd=0.021]
Ep 047/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:06,  1.46it/s, loss=0.723, pair=0.003, adv=3.902, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:57,  1.53it/s, loss=0.723, pair=0.003, adv=3.902, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:57,  1.53it/s, loss=0.737, pair=0.005, adv=3.886, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:14,  1.39it/s, loss=0.737, pair=0.005, adv=3.886, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:14,  1.39it/s, loss=0.728, pair=0.006, adv=3.963, sprd=0.022]
Ep 047/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.47it/s, loss=0.728, pair=0.006, adv=3.963, sprd=0.022]
Ep 047/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:02,  1.47it/s, loss=0.720, pair=0.002, adv=3.728, sprd=0.019]
Ep 047/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.720, pair=0.002, adv=3.728, sprd=0.019]
Ep 047/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.726, pair=0.003, adv=3.980, sprd=0.022]
Ep 047/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:01,  1.47it/s, loss=0.726, pair=0.003, adv=3.980, sprd=0.022]
Ep 047/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:01,  1.47it/s, loss=0.714, pair=0.004, adv=3.760, sprd=0.021]
Ep 047/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.714, pair=0.004, adv=3.760, sprd=0.021]
Ep 047/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.721, pair=0.003, adv=3.887, sprd=0.020]
Ep 047/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:57,  1.49it/s, loss=0.721, pair=0.003, adv=3.887, sprd=0.020]
Ep 047/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.751, pair=0.004, adv=3.992, sprd=0.029]
Ep 047/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:03,  1.44it/s, loss=0.751, pair=0.004, adv=3.992, sprd=0.029]
Ep 047/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:03,  1.44it/s, loss=0.713, pair=0.003, adv=3.804, sprd=0.020]
Ep 047/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.713, pair=0.003, adv=3.804, sprd=0.020]
Ep 047/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:55,  1.50it/s, loss=0.727, pair=0.003, adv=3.805, sprd=0.022]
Ep 047/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.727, pair=0.003, adv=3.805, sprd=0.022]
Ep 047/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.738, pair=0.006, adv=4.089, sprd=0.024]
Ep 047/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:53,  1.50it/s, loss=0.738, pair=0.006, adv=4.089, sprd=0.024]
Ep 047/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:53,  1.50it/s, loss=0.729, pair=0.006, adv=3.880, sprd=0.025]
Ep 047/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.729, pair=0.006, adv=3.880, sprd=0.025]
Ep 047/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.42it/s, loss=0.718, pair=0.003, adv=3.828, sprd=0.021]
Ep 047/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:54,  1.48it/s, loss=0.718, pair=0.003, adv=3.828, sprd=0.021]
Ep 047/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:54,  1.48it/s, loss=0.796, pair=0.002, adv=3.996, sprd=0.023]
Ep 047/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:01,  1.42it/s, loss=0.796, pair=0.002, adv=3.996, sprd=0.023]
Ep 047/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:01,  1.42it/s, loss=0.724, pair=0.005, adv=4.076, sprd=0.022]
Ep 047/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:53,  1.48it/s, loss=0.724, pair=0.005, adv=4.076, sprd=0.022]
Ep 047/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:53,  1.48it/s, loss=0.727, pair=0.003, adv=3.809, sprd=0.022]
Ep 047/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.727, pair=0.003, adv=3.809, sprd=0.022]
Ep 047/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.748, pair=0.006, adv=3.683, sprd=0.028]
Ep 047/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:52,  1.48it/s, loss=0.748, pair=0.006, adv=3.683, sprd=0.028]
Ep 047/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:52,  1.48it/s, loss=0.740, pair=0.001, adv=3.821, sprd=0.028]
Ep 047/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:59,  1.42it/s, loss=0.740, pair=0.001, adv=3.821, sprd=0.028]
Ep 047/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.42it/s, loss=0.698, pair=0.000, adv=3.647, sprd=0.017]
Ep 047/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:45,  1.53it/s, loss=0.698, pair=0.000, adv=3.647, sprd=0.017]
Ep 047/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:45,  1.53it/s, loss=0.701, pair=0.007, adv=4.107, sprd=0.017]
Ep 047/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:51,  1.47it/s, loss=0.701, pair=0.007, adv=4.107, sprd=0.017]
Ep 047/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:51,  1.47it/s, loss=0.723, pair=0.002, adv=3.689, sprd=0.023]
Ep 047/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:44,  1.53it/s, loss=0.723, pair=0.002, adv=3.689, sprd=0.023]
Ep 047/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:44,  1.53it/s, loss=0.740, pair=0.002, adv=4.120, sprd=0.027]
Ep 047/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:57,  1.41it/s, loss=0.740, pair=0.002, adv=4.120, sprd=0.027]
Ep 047/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:57,  1.41it/s, loss=0.747, pair=0.006, adv=4.053, sprd=0.030]
Ep 047/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.48it/s, loss=0.747, pair=0.006, adv=4.053, sprd=0.030]
Ep 047/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.48it/s, loss=0.733, pair=0.007, adv=3.619, sprd=0.023]
Ep 047/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:55,  1.42it/s, loss=0.733, pair=0.007, adv=3.619, sprd=0.023]
Ep 047/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:55,  1.42it/s, loss=0.728, pair=0.003, adv=3.451, sprd=0.022]
Ep 047/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.728, pair=0.003, adv=3.451, sprd=0.022]
Ep 047/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.711, pair=0.008, adv=3.769, sprd=0.021]
Ep 047/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:48,  1.46it/s, loss=0.711, pair=0.008, adv=3.769, sprd=0.021]
Ep 047/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:48,  1.46it/s, loss=0.726, pair=0.002, adv=3.609, sprd=0.022]
Ep 047/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:41,  1.52it/s, loss=0.726, pair=0.002, adv=3.609, sprd=0.022]
Ep 047/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:41,  1.52it/s, loss=0.732, pair=0.000, adv=3.708, sprd=0.024]
Ep 047/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.732, pair=0.000, adv=3.708, sprd=0.024]
Ep 047/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.730, pair=0.005, adv=3.557, sprd=0.025]
Ep 047/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:43,  1.49it/s, loss=0.730, pair=0.005, adv=3.557, sprd=0.025]
Ep 047/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.736, pair=0.007, adv=3.955, sprd=0.027]
Ep 047/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:49,  1.43it/s, loss=0.736, pair=0.007, adv=3.955, sprd=0.027]
Ep 047/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.744, pair=0.002, adv=3.797, sprd=0.028]
Ep 047/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:43,  1.48it/s, loss=0.744, pair=0.002, adv=3.797, sprd=0.028]
Ep 047/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:43,  1.48it/s, loss=0.736, pair=0.004, adv=3.669, sprd=0.023]
Ep 047/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:50,  1.41it/s, loss=0.736, pair=0.004, adv=3.669, sprd=0.023]
Ep 047/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:50,  1.41it/s, loss=0.749, pair=0.003, adv=4.020, sprd=0.028]
Ep 047/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:43,  1.46it/s, loss=0.749, pair=0.003, adv=4.020, sprd=0.028]
Ep 047/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:43,  1.46it/s, loss=0.722, pair=0.004, adv=4.040, sprd=0.020]
Ep 047/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.722, pair=0.004, adv=4.040, sprd=0.020]
Ep 047/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.708, pair=0.011, adv=3.921, sprd=0.018]
Ep 047/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:38,  1.49it/s, loss=0.708, pair=0.011, adv=3.921, sprd=0.018]
Ep 047/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:38,  1.49it/s, loss=0.731, pair=0.011, adv=3.693, sprd=0.021]
Ep 047/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:44,  1.44it/s, loss=0.731, pair=0.011, adv=3.693, sprd=0.021]
Ep 047/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.44it/s, loss=0.739, pair=0.008, adv=3.817, sprd=0.028]
Ep 047/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:37,  1.50it/s, loss=0.739, pair=0.008, adv=3.817, sprd=0.028]
Ep 047/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.50it/s, loss=0.819, pair=0.004, adv=3.849, sprd=0.026]
Ep 047/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.819, pair=0.004, adv=3.849, sprd=0.026]
Ep 047/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.717, pair=0.001, adv=3.948, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:36,  1.49it/s, loss=0.717, pair=0.001, adv=3.948, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.716, pair=0.010, adv=3.928, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.45it/s, loss=0.716, pair=0.010, adv=3.928, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.45it/s, loss=0.733, pair=0.004, adv=4.026, sprd=0.025]
Ep 047/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.49it/s, loss=0.733, pair=0.004, adv=4.026, sprd=0.025]
Ep 047/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.49it/s, loss=0.707, pair=0.003, adv=3.792, sprd=0.017]
Ep 047/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:39,  1.44it/s, loss=0.707, pair=0.003, adv=3.792, sprd=0.017]
Ep 047/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.709, pair=0.000, adv=3.764, sprd=0.019]
Ep 047/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.709, pair=0.000, adv=3.764, sprd=0.019]
Ep 047/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.50it/s, loss=0.714, pair=0.008, adv=3.940, sprd=0.020]
Ep 047/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:37,  1.45it/s, loss=0.714, pair=0.008, adv=3.940, sprd=0.020]
Ep 047/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:37,  1.45it/s, loss=0.714, pair=0.000, adv=4.600, sprd=0.019]
Ep 047/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:29,  1.52it/s, loss=0.714, pair=0.000, adv=4.600, sprd=0.019]
Ep 047/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:29,  1.52it/s, loss=0.722, pair=0.000, adv=4.037, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:36,  1.45it/s, loss=0.722, pair=0.000, adv=4.037, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:36,  1.45it/s, loss=0.720, pair=0.001, adv=4.154, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.52it/s, loss=0.720, pair=0.001, adv=4.154, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:28,  1.52it/s, loss=0.731, pair=0.002, adv=4.159, sprd=0.026]
Ep 047/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.731, pair=0.002, adv=4.159, sprd=0.026]
Ep 047/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.696, pair=0.003, adv=3.815, sprd=0.017]
Ep 047/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:23,  1.55it/s, loss=0.696, pair=0.003, adv=3.815, sprd=0.017]
Ep 047/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:23,  1.55it/s, loss=0.751, pair=0.001, adv=4.090, sprd=0.028]
Ep 047/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.751, pair=0.001, adv=4.090, sprd=0.028]
Ep 047/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.729, pair=0.003, adv=3.906, sprd=0.025]
Ep 047/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:26,  1.51it/s, loss=0.729, pair=0.003, adv=3.906, sprd=0.025]
Ep 047/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.722, pair=0.005, adv=3.735, sprd=0.020]
Ep 047/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:31,  1.45it/s, loss=0.722, pair=0.005, adv=3.735, sprd=0.020]
Ep 047/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:31,  1.45it/s, loss=0.710, pair=0.004, adv=3.675, sprd=0.019]
Ep 047/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:23,  1.52it/s, loss=0.710, pair=0.004, adv=3.675, sprd=0.019]
Ep 047/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:23,  1.52it/s, loss=0.716, pair=0.000, adv=3.534, sprd=0.019]
Ep 047/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:35,  1.40it/s, loss=0.716, pair=0.000, adv=3.534, sprd=0.019]
Ep 047/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:35,  1.40it/s, loss=0.739, pair=0.001, adv=4.072, sprd=0.025]
Ep 047/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:26,  1.48it/s, loss=0.739, pair=0.001, adv=4.072, sprd=0.025]
Ep 047/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:26,  1.48it/s, loss=0.732, pair=0.003, adv=3.562, sprd=0.021]
Ep 047/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:39,  1.35it/s, loss=0.732, pair=0.003, adv=3.562, sprd=0.021]
Ep 047/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:39,  1.35it/s, loss=0.737, pair=0.000, adv=3.513, sprd=0.024]
Ep 047/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:29,  1.44it/s, loss=0.737, pair=0.000, adv=3.513, sprd=0.024]
Ep 047/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:29,  1.44it/s, loss=0.715, pair=0.001, adv=3.747, sprd=0.019]
Ep 047/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:33,  1.39it/s, loss=0.715, pair=0.001, adv=3.747, sprd=0.019]
Ep 047/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:33,  1.39it/s, loss=0.720, pair=0.002, adv=4.079, sprd=0.020]
Ep 047/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:24,  1.48it/s, loss=0.720, pair=0.002, adv=4.079, sprd=0.020]
Ep 047/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:24,  1.48it/s, loss=0.795, pair=0.000, adv=3.355, sprd=0.025]
Ep 047/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.795, pair=0.000, adv=3.355, sprd=0.025]
Ep 047/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.714, pair=0.004, adv=4.258, sprd=0.021]
Ep 047/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:23,  1.47it/s, loss=0.714, pair=0.004, adv=4.258, sprd=0.021]
Ep 047/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.718, pair=0.010, adv=3.783, sprd=0.019]
Ep 047/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:31,  1.39it/s, loss=0.718, pair=0.010, adv=3.783, sprd=0.019]
Ep 047/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.39it/s, loss=0.722, pair=0.000, adv=3.900, sprd=0.025]
Ep 047/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:22,  1.47it/s, loss=0.722, pair=0.000, adv=3.900, sprd=0.025]
Ep 047/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:22,  1.47it/s, loss=0.743, pair=0.002, adv=3.859, sprd=0.029]
Ep 047/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.743, pair=0.002, adv=3.859, sprd=0.029]
Ep 047/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.728, pair=0.003, adv=3.896, sprd=0.024]
Ep 047/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:18,  1.50it/s, loss=0.728, pair=0.003, adv=3.896, sprd=0.024]
Ep 047/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.50it/s, loss=0.748, pair=0.001, adv=3.735, sprd=0.028]
Ep 047/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.748, pair=0.001, adv=3.735, sprd=0.028]
Ep 047/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.722, pair=0.004, adv=4.148, sprd=0.020]
Ep 047/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.722, pair=0.004, adv=4.148, sprd=0.020]
Ep 047/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.740, pair=0.005, adv=3.815, sprd=0.025]
Ep 047/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:25,  1.40it/s, loss=0.740, pair=0.005, adv=3.815, sprd=0.025]
Ep 047/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.700, pair=0.002, adv=3.957, sprd=0.017]
Ep 047/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.48it/s, loss=0.700, pair=0.002, adv=3.957, sprd=0.017]
Ep 047/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.48it/s, loss=0.724, pair=0.000, adv=3.759, sprd=0.021]
Ep 047/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:28,  1.36it/s, loss=0.724, pair=0.000, adv=3.759, sprd=0.021]
Ep 047/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:28,  1.36it/s, loss=0.725, pair=0.001, adv=3.967, sprd=0.025]
Ep 047/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:19,  1.44it/s, loss=0.725, pair=0.001, adv=3.967, sprd=0.025]
Ep 047/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:19,  1.44it/s, loss=0.726, pair=0.000, adv=3.905, sprd=0.022]
Ep 047/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:24,  1.39it/s, loss=0.726, pair=0.000, adv=3.905, sprd=0.022]
Ep 047/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:24,  1.39it/s, loss=0.740, pair=0.003, adv=3.744, sprd=0.029]
Ep 047/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:17,  1.45it/s, loss=0.740, pair=0.003, adv=3.744, sprd=0.029]
Ep 047/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:17,  1.45it/s, loss=0.748, pair=0.004, adv=3.950, sprd=0.028]
Ep 047/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:23,  1.38it/s, loss=0.748, pair=0.004, adv=3.950, sprd=0.028]
Ep 047/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:23,  1.38it/s, loss=0.727, pair=0.011, adv=4.004, sprd=0.025]
Ep 047/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:15,  1.45it/s, loss=0.727, pair=0.011, adv=4.004, sprd=0.025]
Ep 047/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:15,  1.45it/s, loss=0.723, pair=0.001, adv=3.762, sprd=0.024]
Ep 047/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:19,  1.40it/s, loss=0.723, pair=0.001, adv=3.762, sprd=0.024]
Ep 047/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:19,  1.40it/s, loss=0.727, pair=0.012, adv=4.007, sprd=0.022]
Ep 047/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:12,  1.47it/s, loss=0.727, pair=0.012, adv=4.007, sprd=0.022]
Ep 047/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:12,  1.47it/s, loss=0.739, pair=0.006, adv=4.017, sprd=0.024]
Ep 047/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:17,  1.42it/s, loss=0.739, pair=0.006, adv=4.017, sprd=0.024]
Ep 047/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:17,  1.42it/s, loss=0.752, pair=0.006, adv=3.667, sprd=0.030]
Ep 047/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:11,  1.47it/s, loss=0.752, pair=0.006, adv=3.667, sprd=0.030]
Ep 047/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:11,  1.47it/s, loss=0.746, pair=0.005, adv=3.934, sprd=0.027]
Ep 047/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.41it/s, loss=0.746, pair=0.005, adv=3.934, sprd=0.027]
Ep 047/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.41it/s, loss=0.711, pair=0.001, adv=3.905, sprd=0.022]
Ep 047/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:09,  1.48it/s, loss=0.711, pair=0.001, adv=3.905, sprd=0.022]
Ep 047/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.732, pair=0.005, adv=4.034, sprd=0.024]
Ep 047/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.44it/s, loss=0.732, pair=0.005, adv=4.034, sprd=0.024]
Ep 047/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:11,  1.44it/s, loss=0.700, pair=0.004, adv=3.858, sprd=0.019]
Ep 047/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:03,  1.52it/s, loss=0.700, pair=0.004, adv=3.858, sprd=0.019]
Ep 047/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:03,  1.52it/s, loss=0.723, pair=0.001, adv=3.832, sprd=0.021]
Ep 047/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.44it/s, loss=0.723, pair=0.001, adv=3.832, sprd=0.021]
Ep 047/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.706, pair=0.000, adv=3.899, sprd=0.019]
Ep 047/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:02,  1.52it/s, loss=0.706, pair=0.000, adv=3.899, sprd=0.019]
Ep 047/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:02,  1.52it/s, loss=0.714, pair=0.003, adv=3.765, sprd=0.016]
Ep 047/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.714, pair=0.003, adv=3.765, sprd=0.016]
Ep 047/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.732, pair=0.001, adv=3.863, sprd=0.027]
Ep 047/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:04,  1.49it/s, loss=0.732, pair=0.001, adv=3.863, sprd=0.027]
Ep 047/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.709, pair=0.000, adv=4.276, sprd=0.017]
Ep 047/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.43it/s, loss=0.709, pair=0.000, adv=4.276, sprd=0.017]
Ep 047/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.726, pair=0.000, adv=4.149, sprd=0.025]
Ep 047/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.50it/s, loss=0.726, pair=0.000, adv=4.149, sprd=0.025]
Ep 047/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:01,  1.50it/s, loss=0.739, pair=0.001, adv=4.167, sprd=0.025]
Ep 047/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:11,  1.39it/s, loss=0.739, pair=0.001, adv=4.167, sprd=0.025]
Ep 047/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:11,  1.39it/s, loss=0.747, pair=0.000, adv=3.847, sprd=0.029]
Ep 047/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:04,  1.45it/s, loss=0.747, pair=0.000, adv=3.847, sprd=0.029]
Ep 047/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:04,  1.45it/s, loss=0.755, pair=0.004, adv=4.071, sprd=0.030]
Ep 047/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:09,  1.39it/s, loss=0.755, pair=0.004, adv=4.071, sprd=0.030]
Ep 047/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:09,  1.39it/s, loss=0.708, pair=0.002, adv=4.031, sprd=0.019]
Ep 047/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:02,  1.46it/s, loss=0.708, pair=0.002, adv=4.031, sprd=0.019]
Ep 047/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:02,  1.46it/s, loss=0.746, pair=0.004, adv=3.858, sprd=0.028]
Ep 047/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:11,  1.35it/s, loss=0.746, pair=0.004, adv=3.858, sprd=0.028]
Ep 047/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:11,  1.35it/s, loss=0.732, pair=0.000, adv=4.115, sprd=0.027]
Ep 047/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:03,  1.43it/s, loss=0.732, pair=0.000, adv=4.115, sprd=0.027]
Ep 047/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:03,  1.43it/s, loss=0.719, pair=0.008, adv=3.933, sprd=0.021]
Ep 047/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.719, pair=0.008, adv=3.933, sprd=0.021]
Ep 047/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.751, pair=0.004, adv=3.860, sprd=0.030]
Ep 047/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.46it/s, loss=0.751, pair=0.004, adv=3.860, sprd=0.030]
Ep 047/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.46it/s, loss=0.712, pair=0.011, adv=4.074, sprd=0.019]
Ep 047/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.712, pair=0.011, adv=4.074, sprd=0.019]
Ep 047/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.43it/s, loss=0.728, pair=0.001, adv=3.970, sprd=0.023]
Ep 047/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.48it/s, loss=0.728, pair=0.001, adv=3.970, sprd=0.023]
Ep 047/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:57,  1.48it/s, loss=0.723, pair=0.001, adv=3.605, sprd=0.022]
Ep 047/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.42it/s, loss=0.723, pair=0.001, adv=3.605, sprd=0.022]
Ep 047/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.42it/s, loss=0.735, pair=0.003, adv=4.137, sprd=0.024]
Ep 047/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.735, pair=0.003, adv=4.137, sprd=0.024]
Ep 047/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.695, pair=0.001, adv=3.602, sprd=0.017]
Ep 047/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:56,  1.46it/s, loss=0.695, pair=0.001, adv=3.602, sprd=0.017]
Ep 047/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:56,  1.46it/s, loss=0.731, pair=0.004, adv=3.891, sprd=0.023]
Ep 047/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.731, pair=0.004, adv=3.891, sprd=0.023]
Ep 047/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.723, pair=0.006, adv=3.992, sprd=0.022]
Ep 047/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.42it/s, loss=0.723, pair=0.006, adv=3.992, sprd=0.022]
Ep 047/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:58,  1.42it/s, loss=0.729, pair=0.003, adv=4.124, sprd=0.025]
Ep 047/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.729, pair=0.003, adv=4.124, sprd=0.025]
Ep 047/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:50,  1.51it/s, loss=0.745, pair=0.000, adv=3.861, sprd=0.027]
Ep 047/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.44it/s, loss=0.745, pair=0.000, adv=3.861, sprd=0.027]
Ep 047/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.44it/s, loss=0.715, pair=0.000, adv=3.638, sprd=0.020]
Ep 047/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.50it/s, loss=0.715, pair=0.000, adv=3.638, sprd=0.020]
Ep 047/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:49,  1.50it/s, loss=0.710, pair=0.001, adv=3.790, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.710, pair=0.001, adv=3.790, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:53,  1.44it/s, loss=0.718, pair=0.000, adv=3.930, sprd=0.023]
Ep 047/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.718, pair=0.000, adv=3.930, sprd=0.023]
Ep 047/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.719, pair=0.000, adv=4.075, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.43it/s, loss=0.719, pair=0.000, adv=4.075, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.726, pair=0.001, adv=3.686, sprd=0.023]
Ep 047/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.726, pair=0.001, adv=3.686, sprd=0.023]
Ep 047/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.49it/s, loss=0.746, pair=0.004, adv=3.913, sprd=0.027]
Ep 047/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.746, pair=0.004, adv=3.913, sprd=0.027]
Ep 047/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.718, pair=0.001, adv=3.941, sprd=0.019]
Ep 047/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.718, pair=0.001, adv=3.941, sprd=0.019]
Ep 047/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.713, pair=0.000, adv=4.044, sprd=0.020]
Ep 047/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:48,  1.46it/s, loss=0.713, pair=0.000, adv=4.044, sprd=0.020]
Ep 047/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:48,  1.46it/s, loss=0.737, pair=0.001, adv=4.127, sprd=0.025]
Ep 047/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:43,  1.52it/s, loss=0.737, pair=0.001, adv=4.127, sprd=0.025]
Ep 047/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:43,  1.52it/s, loss=0.738, pair=0.000, adv=4.035, sprd=0.026]
Ep 047/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:47,  1.46it/s, loss=0.738, pair=0.000, adv=4.035, sprd=0.026]
Ep 047/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.46it/s, loss=0.714, pair=0.001, adv=4.034, sprd=0.022]
Ep 047/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:42,  1.51it/s, loss=0.714, pair=0.001, adv=4.034, sprd=0.022]
Ep 047/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:42,  1.51it/s, loss=0.736, pair=0.001, adv=4.142, sprd=0.025]
Ep 047/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:50,  1.39it/s, loss=0.736, pair=0.001, adv=4.142, sprd=0.025]
Ep 047/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:50,  1.39it/s, loss=0.714, pair=0.023, adv=3.639, sprd=0.016]
Ep 047/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.49it/s, loss=0.714, pair=0.023, adv=3.639, sprd=0.016]
Ep 047/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.736, pair=0.001, adv=3.947, sprd=0.023]
Ep 047/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:50,  1.37it/s, loss=0.736, pair=0.001, adv=3.947, sprd=0.023]
Ep 047/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:50,  1.37it/s, loss=0.721, pair=0.005, adv=4.135, sprd=0.023]
Ep 047/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.47it/s, loss=0.721, pair=0.005, adv=4.135, sprd=0.023]
Ep 047/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:42,  1.47it/s, loss=0.721, pair=0.001, adv=3.982, sprd=0.022]
Ep 047/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.721, pair=0.001, adv=3.982, sprd=0.022]
Ep 047/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.731, pair=0.003, adv=3.821, sprd=0.025]
Ep 047/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.48it/s, loss=0.731, pair=0.003, adv=3.821, sprd=0.025]
Ep 047/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.48it/s, loss=0.736, pair=0.000, adv=3.900, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.736, pair=0.000, adv=3.900, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.42it/s, loss=0.726, pair=0.000, adv=4.190, sprd=0.024]
Ep 047/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:40,  1.47it/s, loss=0.726, pair=0.000, adv=4.190, sprd=0.024]
Ep 047/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:40,  1.47it/s, loss=0.741, pair=0.004, adv=3.960, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:42,  1.42it/s, loss=0.741, pair=0.004, adv=3.960, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:42,  1.42it/s, loss=0.746, pair=0.001, adv=3.941, sprd=0.028]
Ep 047/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.746, pair=0.001, adv=3.941, sprd=0.028]
Ep 047/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:37,  1.49it/s, loss=0.721, pair=0.004, adv=4.149, sprd=0.024]
Ep 047/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.721, pair=0.004, adv=4.149, sprd=0.024]
Ep 047/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.725, pair=0.001, adv=4.005, sprd=0.022]
Ep 047/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:35,  1.49it/s, loss=0.725, pair=0.001, adv=4.005, sprd=0.022]
Ep 047/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.49it/s, loss=0.804, pair=0.004, adv=3.724, sprd=0.026]
Ep 047/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.43it/s, loss=0.804, pair=0.004, adv=3.724, sprd=0.026]
Ep 047/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:39,  1.43it/s, loss=0.746, pair=0.005, adv=4.156, sprd=0.027]
Ep 047/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:35,  1.48it/s, loss=0.746, pair=0.005, adv=4.156, sprd=0.027]
Ep 047/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:35,  1.48it/s, loss=0.734, pair=0.003, adv=3.961, sprd=0.025]
Ep 047/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:37,  1.43it/s, loss=0.734, pair=0.003, adv=3.961, sprd=0.025]
Ep 047/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.43it/s, loss=0.726, pair=0.007, adv=3.751, sprd=0.025]
Ep 047/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.51it/s, loss=0.726, pair=0.007, adv=3.751, sprd=0.025]
Ep 047/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.51it/s, loss=0.721, pair=0.000, adv=3.701, sprd=0.023]
Ep 047/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.721, pair=0.000, adv=3.701, sprd=0.023]
Ep 047/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.724, pair=0.004, adv=3.709, sprd=0.021]
Ep 047/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:29,  1.52it/s, loss=0.724, pair=0.004, adv=3.709, sprd=0.021]
Ep 047/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:29,  1.52it/s, loss=0.730, pair=0.001, adv=3.752, sprd=0.025]
Ep 047/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.45it/s, loss=0.730, pair=0.001, adv=3.752, sprd=0.025]
Ep 047/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.45it/s, loss=0.735, pair=0.003, adv=4.024, sprd=0.024]
Ep 047/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.51it/s, loss=0.735, pair=0.003, adv=4.024, sprd=0.024]
Ep 047/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:29,  1.51it/s, loss=0.721, pair=0.001, adv=3.891, sprd=0.020]
Ep 047/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.44it/s, loss=0.721, pair=0.001, adv=3.891, sprd=0.020]
Ep 047/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.44it/s, loss=0.709, pair=0.002, adv=4.010, sprd=0.020]
Ep 047/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.52it/s, loss=0.709, pair=0.002, adv=4.010, sprd=0.020]
Ep 047/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.52it/s, loss=0.720, pair=0.004, adv=3.829, sprd=0.021]
Ep 047/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.45it/s, loss=0.720, pair=0.004, adv=3.829, sprd=0.021]
Ep 047/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.45it/s, loss=0.714, pair=0.005, adv=3.749, sprd=0.020]
Ep 047/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:25,  1.53it/s, loss=0.714, pair=0.005, adv=3.749, sprd=0.020]
Ep 047/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.53it/s, loss=0.731, pair=0.000, adv=3.987, sprd=0.024]
Ep 047/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:28,  1.46it/s, loss=0.731, pair=0.000, adv=3.987, sprd=0.024]
Ep 047/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:28,  1.46it/s, loss=0.749, pair=0.007, adv=3.967, sprd=0.028]
Ep 047/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.50it/s, loss=0.749, pair=0.007, adv=3.967, sprd=0.028]
Ep 047/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:26,  1.50it/s, loss=0.719, pair=0.001, adv=4.328, sprd=0.022]
Ep 047/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.719, pair=0.001, adv=4.328, sprd=0.022]
Ep 047/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.742, pair=0.006, adv=3.459, sprd=0.027]
Ep 047/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:24,  1.49it/s, loss=0.742, pair=0.006, adv=3.459, sprd=0.027]
Ep 047/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.49it/s, loss=0.722, pair=0.003, adv=3.860, sprd=0.023]
Ep 047/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.722, pair=0.003, adv=3.860, sprd=0.023]
Ep 047/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.43it/s, loss=0.730, pair=0.003, adv=3.784, sprd=0.025]
Ep 047/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.49it/s, loss=0.730, pair=0.003, adv=3.784, sprd=0.025]
Ep 047/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.49it/s, loss=0.716, pair=0.003, adv=3.970, sprd=0.021]
Ep 047/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:27,  1.41it/s, loss=0.716, pair=0.003, adv=3.970, sprd=0.021]
Ep 047/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:27,  1.41it/s, loss=0.725, pair=0.000, adv=3.790, sprd=0.022]
Ep 047/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:23,  1.48it/s, loss=0.725, pair=0.000, adv=3.790, sprd=0.022]
Ep 047/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:23,  1.48it/s, loss=0.707, pair=0.003, adv=3.604, sprd=0.019]
Ep 047/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.44it/s, loss=0.707, pair=0.003, adv=3.604, sprd=0.019]
Ep 047/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.44it/s, loss=0.739, pair=0.004, adv=3.698, sprd=0.027]
Ep 047/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.739, pair=0.004, adv=3.698, sprd=0.027]
Ep 047/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.725, pair=0.001, adv=3.629, sprd=0.022]
Ep 047/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.725, pair=0.001, adv=3.629, sprd=0.022]
Ep 047/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.42it/s, loss=0.738, pair=0.007, adv=3.790, sprd=0.024]
Ep 047/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.738, pair=0.007, adv=3.790, sprd=0.024]
Ep 047/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.727, pair=0.004, adv=3.945, sprd=0.022]
Ep 047/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:23,  1.41it/s, loss=0.727, pair=0.004, adv=3.945, sprd=0.022]
Ep 047/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.41it/s, loss=0.724, pair=0.000, adv=3.936, sprd=0.024]
Ep 047/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.47it/s, loss=0.724, pair=0.000, adv=3.936, sprd=0.024]
Ep 047/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:19,  1.47it/s, loss=0.726, pair=0.003, adv=4.008, sprd=0.022]
Ep 047/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.42it/s, loss=0.726, pair=0.003, adv=4.008, sprd=0.022]
Ep 047/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.42it/s, loss=0.728, pair=0.008, adv=3.680, sprd=0.023]
Ep 047/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:17,  1.48it/s, loss=0.728, pair=0.008, adv=3.680, sprd=0.023]
Ep 047/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.733, pair=0.001, adv=3.481, sprd=0.023]
Ep 047/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:20,  1.42it/s, loss=0.733, pair=0.001, adv=3.481, sprd=0.023]
Ep 047/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:20,  1.42it/s, loss=0.697, pair=0.010, adv=3.332, sprd=0.016]
Ep 047/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.697, pair=0.010, adv=3.332, sprd=0.016]
Ep 047/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.740, pair=0.006, adv=3.717, sprd=0.025]
Ep 047/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:19,  1.40it/s, loss=0.740, pair=0.006, adv=3.717, sprd=0.025]
Ep 047/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:19,  1.40it/s, loss=0.732, pair=0.000, adv=3.945, sprd=0.024]
Ep 047/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:15,  1.48it/s, loss=0.732, pair=0.000, adv=3.945, sprd=0.024]
Ep 047/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.710, pair=0.012, adv=3.512, sprd=0.016]
Ep 047/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.710, pair=0.012, adv=3.512, sprd=0.016]
Ep 047/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.42it/s, loss=0.738, pair=0.010, adv=3.885, sprd=0.027]
Ep 047/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.48it/s, loss=0.738, pair=0.010, adv=3.885, sprd=0.027]
Ep 047/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.48it/s, loss=0.740, pair=0.001, adv=3.934, sprd=0.026]
Ep 047/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:17,  1.40it/s, loss=0.740, pair=0.001, adv=3.934, sprd=0.026]
Ep 047/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:17,  1.40it/s, loss=0.741, pair=0.007, adv=3.853, sprd=0.026]
Ep 047/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.741, pair=0.007, adv=3.853, sprd=0.026]
Ep 047/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:13,  1.46it/s, loss=0.740, pair=0.000, adv=3.837, sprd=0.028]
Ep 047/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.740, pair=0.000, adv=3.837, sprd=0.028]
Ep 047/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.760, pair=0.010, adv=3.885, sprd=0.031]
Ep 047/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.47it/s, loss=0.760, pair=0.010, adv=3.885, sprd=0.031]
Ep 047/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.47it/s, loss=0.708, pair=0.003, adv=3.843, sprd=0.018]
Ep 047/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.708, pair=0.003, adv=3.843, sprd=0.018]
Ep 047/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.740, pair=0.002, adv=3.775, sprd=0.024]
Ep 047/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.47it/s, loss=0.740, pair=0.002, adv=3.775, sprd=0.024]
Ep 047/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:10,  1.47it/s, loss=0.732, pair=0.001, adv=3.913, sprd=0.026]
Ep 047/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.732, pair=0.001, adv=3.913, sprd=0.026]
Ep 047/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.726, pair=0.000, adv=3.414, sprd=0.021]
Ep 047/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.52it/s, loss=0.726, pair=0.000, adv=3.414, sprd=0.021]
Ep 047/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:06,  1.52it/s, loss=0.715, pair=0.000, adv=4.114, sprd=0.022]
Ep 047/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.715, pair=0.000, adv=4.114, sprd=0.022]
Ep 047/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.707, pair=0.003, adv=4.089, sprd=0.018]
Ep 047/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:04,  1.53it/s, loss=0.707, pair=0.003, adv=4.089, sprd=0.018]
Ep 047/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:04,  1.53it/s, loss=0.734, pair=0.005, adv=4.003, sprd=0.024]
Ep 047/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.44it/s, loss=0.734, pair=0.005, adv=4.003, sprd=0.024]
Ep 047/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.44it/s, loss=0.735, pair=0.018, adv=3.990, sprd=0.026]
Ep 047/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.50it/s, loss=0.735, pair=0.018, adv=3.990, sprd=0.026]
Ep 047/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.50it/s, loss=0.715, pair=0.007, adv=3.998, sprd=0.019]
Ep 047/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.715, pair=0.007, adv=3.998, sprd=0.019]
Ep 047/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.709, pair=0.002, adv=3.691, sprd=0.017]
Ep 047/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:02,  1.51it/s, loss=0.709, pair=0.002, adv=3.691, sprd=0.017]
Ep 047/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.51it/s, loss=0.726, pair=0.002, adv=3.921, sprd=0.024]
Ep 047/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:07,  1.39it/s, loss=0.726, pair=0.002, adv=3.921, sprd=0.024]
Ep 047/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:07,  1.39it/s, loss=0.719, pair=0.004, adv=3.723, sprd=0.022]
Ep 047/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.719, pair=0.004, adv=3.723, sprd=0.022]
Ep 047/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.763, pair=0.005, adv=3.563, sprd=0.033]
Ep 047/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.41it/s, loss=0.763, pair=0.005, adv=3.563, sprd=0.033]
Ep 047/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.41it/s, loss=0.721, pair=0.000, adv=3.869, sprd=0.022]
Ep 047/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.47it/s, loss=0.721, pair=0.000, adv=3.869, sprd=0.022]
Ep 047/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.47it/s, loss=0.708, pair=0.000, adv=3.826, sprd=0.021]
Ep 047/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.708, pair=0.000, adv=3.826, sprd=0.021]
Ep 047/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.719, pair=0.002, adv=3.810, sprd=0.023]
Ep 047/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.719, pair=0.002, adv=3.810, sprd=0.023]
Ep 047/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.717, pair=0.001, adv=3.543, sprd=0.021]
Ep 047/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.41it/s, loss=0.717, pair=0.001, adv=3.543, sprd=0.021]
Ep 047/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.41it/s, loss=0.712, pair=0.000, adv=3.715, sprd=0.018]
Ep 047/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.50it/s, loss=0.712, pair=0.000, adv=3.715, sprd=0.018]
Ep 047/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:57,  1.50it/s, loss=0.730, pair=0.006, adv=3.694, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.730, pair=0.006, adv=3.694, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.727, pair=0.004, adv=4.132, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.727, pair=0.004, adv=4.132, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.50it/s, loss=0.722, pair=0.001, adv=3.863, sprd=0.025]
Ep 047/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.45it/s, loss=0.722, pair=0.001, adv=3.863, sprd=0.025]
Ep 047/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.45it/s, loss=0.736, pair=0.001, adv=3.936, sprd=0.025]
Ep 047/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.51it/s, loss=0.736, pair=0.001, adv=3.936, sprd=0.025]
Ep 047/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.51it/s, loss=0.741, pair=0.001, adv=3.723, sprd=0.028]
Ep 047/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.741, pair=0.001, adv=3.723, sprd=0.028]
Ep 047/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.44it/s, loss=0.719, pair=0.006, adv=3.961, sprd=0.020]
Ep 047/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.51it/s, loss=0.719, pair=0.006, adv=3.961, sprd=0.020]
Ep 047/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:53,  1.51it/s, loss=0.740, pair=0.005, adv=3.791, sprd=0.028]
Ep 047/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.740, pair=0.005, adv=3.791, sprd=0.028]
Ep 047/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.720, pair=0.012, adv=4.191, sprd=0.022]
Ep 047/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.53it/s, loss=0.720, pair=0.012, adv=4.191, sprd=0.022]
Ep 047/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:51,  1.53it/s, loss=0.715, pair=0.006, adv=3.926, sprd=0.022]
Ep 047/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.46it/s, loss=0.715, pair=0.006, adv=3.926, sprd=0.022]
Ep 047/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.46it/s, loss=0.742, pair=0.004, adv=3.869, sprd=0.028]
Ep 047/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.742, pair=0.004, adv=3.869, sprd=0.028]
Ep 047/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.735, pair=0.000, adv=3.706, sprd=0.026]
Ep 047/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.42it/s, loss=0.735, pair=0.000, adv=3.706, sprd=0.026]
Ep 047/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.42it/s, loss=0.721, pair=0.001, adv=4.228, sprd=0.021]
Ep 047/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.721, pair=0.001, adv=4.228, sprd=0.021]
Ep 047/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.49it/s, loss=0.741, pair=0.003, adv=3.660, sprd=0.025]
Ep 047/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.741, pair=0.003, adv=3.660, sprd=0.025]
Ep 047/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.728, pair=0.004, adv=3.762, sprd=0.021]
Ep 047/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.728, pair=0.004, adv=3.762, sprd=0.021]
Ep 047/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.51it/s, loss=0.713, pair=0.005, adv=3.836, sprd=0.021]
Ep 047/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.45it/s, loss=0.713, pair=0.005, adv=3.836, sprd=0.021]
Ep 047/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:49,  1.45it/s, loss=0.712, pair=0.002, adv=3.754, sprd=0.022]
Ep 047/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.712, pair=0.002, adv=3.754, sprd=0.022]
Ep 047/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.708, pair=0.011, adv=3.877, sprd=0.018]
Ep 047/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:47,  1.47it/s, loss=0.708, pair=0.011, adv=3.877, sprd=0.018]
Ep 047/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:47,  1.47it/s, loss=0.718, pair=0.004, adv=3.579, sprd=0.021]
Ep 047/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.52it/s, loss=0.718, pair=0.004, adv=3.579, sprd=0.021]
Ep 047/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.735, pair=0.003, adv=4.035, sprd=0.024]
Ep 047/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.40it/s, loss=0.735, pair=0.003, adv=4.035, sprd=0.024]
Ep 047/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.40it/s, loss=0.717, pair=0.004, adv=3.643, sprd=0.021]
Ep 047/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.48it/s, loss=0.717, pair=0.004, adv=3.643, sprd=0.021]
Ep 047/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.721, pair=0.002, adv=3.437, sprd=0.023]
Ep 047/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.721, pair=0.002, adv=3.437, sprd=0.023]
Ep 047/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.730, pair=0.002, adv=4.014, sprd=0.025]
Ep 047/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.730, pair=0.002, adv=4.014, sprd=0.025]
Ep 047/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.712, pair=0.007, adv=3.956, sprd=0.017]
Ep 047/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.712, pair=0.007, adv=3.956, sprd=0.017]
Ep 047/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.43it/s, loss=0.732, pair=0.001, adv=3.608, sprd=0.026]
Ep 047/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.732, pair=0.001, adv=3.608, sprd=0.026]
Ep 047/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.727, pair=0.008, adv=3.911, sprd=0.020]
Ep 047/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.727, pair=0.008, adv=3.911, sprd=0.020]
Ep 047/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.724, pair=0.011, adv=3.674, sprd=0.020]
Ep 047/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.50it/s, loss=0.724, pair=0.011, adv=3.674, sprd=0.020]
Ep 047/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.50it/s, loss=0.689, pair=0.003, adv=3.781, sprd=0.015]
Ep 047/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.689, pair=0.003, adv=3.781, sprd=0.015]
Ep 047/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.44it/s, loss=0.715, pair=0.006, adv=3.680, sprd=0.023]
Ep 047/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:38,  1.52it/s, loss=0.715, pair=0.006, adv=3.680, sprd=0.023]
Ep 047/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:38,  1.52it/s, loss=0.720, pair=0.005, adv=3.704, sprd=0.021]
Ep 047/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.46it/s, loss=0.720, pair=0.005, adv=3.704, sprd=0.021]
Ep 047/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.46it/s, loss=0.722, pair=0.000, adv=3.998, sprd=0.023]
Ep 047/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:37,  1.51it/s, loss=0.722, pair=0.000, adv=3.998, sprd=0.023]
Ep 047/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.51it/s, loss=0.715, pair=0.005, adv=3.671, sprd=0.019]
Ep 047/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:40,  1.39it/s, loss=0.715, pair=0.005, adv=3.671, sprd=0.019]
Ep 047/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:40,  1.39it/s, loss=0.719, pair=0.004, adv=4.035, sprd=0.021]
Ep 047/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.46it/s, loss=0.719, pair=0.004, adv=4.035, sprd=0.021]
Ep 047/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.46it/s, loss=0.712, pair=0.009, adv=3.523, sprd=0.019]
Ep 047/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.712, pair=0.009, adv=3.523, sprd=0.019]
Ep 047/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.702, pair=0.003, adv=3.709, sprd=0.018]
Ep 047/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.702, pair=0.003, adv=3.709, sprd=0.018]
Ep 047/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.711, pair=0.013, adv=4.332, sprd=0.019]
Ep 047/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.44it/s, loss=0.711, pair=0.013, adv=4.332, sprd=0.019]
Ep 047/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.44it/s, loss=0.710, pair=0.007, adv=4.013, sprd=0.022]
Ep 047/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.53it/s, loss=0.710, pair=0.007, adv=4.013, sprd=0.022]
Ep 047/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.53it/s, loss=0.726, pair=0.000, adv=3.728, sprd=0.024]
Ep 047/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.45it/s, loss=0.726, pair=0.000, adv=3.728, sprd=0.024]
Ep 047/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.45it/s, loss=0.718, pair=0.000, adv=3.866, sprd=0.021]
Ep 047/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.718, pair=0.000, adv=3.866, sprd=0.021]
Ep 047/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.743, pair=0.000, adv=3.937, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:34,  1.39it/s, loss=0.743, pair=0.000, adv=3.937, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.39it/s, loss=0.711, pair=0.003, adv=3.735, sprd=0.019]
Ep 047/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.711, pair=0.003, adv=3.735, sprd=0.019]
Ep 047/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.48it/s, loss=0.750, pair=0.003, adv=3.605, sprd=0.028]
Ep 047/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.750, pair=0.003, adv=3.605, sprd=0.028]
Ep 047/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.739, pair=0.000, adv=3.907, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.51it/s, loss=0.739, pair=0.000, adv=3.907, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.731, pair=0.000, adv=3.918, sprd=0.023]
Ep 047/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.731, pair=0.000, adv=3.918, sprd=0.023]
Ep 047/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.43it/s, loss=0.710, pair=0.000, adv=3.710, sprd=0.020]
Ep 047/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.710, pair=0.000, adv=3.710, sprd=0.020]
Ep 047/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.723, pair=0.001, adv=3.572, sprd=0.022]
Ep 047/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.723, pair=0.001, adv=3.572, sprd=0.022]
Ep 047/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.722, pair=0.000, adv=3.937, sprd=0.022]
Ep 047/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.49it/s, loss=0.722, pair=0.000, adv=3.937, sprd=0.022]
Ep 047/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.49it/s, loss=0.704, pair=0.000, adv=3.704, sprd=0.016]
Ep 047/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.41it/s, loss=0.704, pair=0.000, adv=3.704, sprd=0.016]
Ep 047/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.41it/s, loss=0.721, pair=0.006, adv=4.056, sprd=0.024]
Ep 047/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.721, pair=0.006, adv=4.056, sprd=0.024]
Ep 047/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.738, pair=0.005, adv=3.947, sprd=0.028]
Ep 047/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.738, pair=0.005, adv=3.947, sprd=0.028]
Ep 047/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.42it/s, loss=0.731, pair=0.006, adv=3.616, sprd=0.027]
Ep 047/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.47it/s, loss=0.731, pair=0.006, adv=3.616, sprd=0.027]
Ep 047/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.727, pair=0.006, adv=3.981, sprd=0.024]
Ep 047/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.727, pair=0.006, adv=3.981, sprd=0.024]
Ep 047/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.714, pair=0.002, adv=3.821, sprd=0.021]
Ep 047/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.49it/s, loss=0.714, pair=0.002, adv=3.821, sprd=0.021]
Ep 047/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.725, pair=0.003, adv=3.938, sprd=0.020]
Ep 047/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.725, pair=0.003, adv=3.938, sprd=0.020]
Ep 047/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=0.739, pair=0.003, adv=3.893, sprd=0.028]
Ep 047/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.48it/s, loss=0.739, pair=0.003, adv=3.893, sprd=0.028]
Ep 047/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.48it/s, loss=0.712, pair=0.002, adv=3.800, sprd=0.021]
Ep 047/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.42it/s, loss=0.712, pair=0.002, adv=3.800, sprd=0.021]
Ep 047/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.754, pair=0.008, adv=3.842, sprd=0.029]
Ep 047/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:21,  1.47it/s, loss=0.754, pair=0.008, adv=3.842, sprd=0.029]
Ep 047/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.47it/s, loss=0.734, pair=0.000, adv=4.082, sprd=0.025]
Ep 047/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.41it/s, loss=0.734, pair=0.000, adv=4.082, sprd=0.025]
Ep 047/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.41it/s, loss=0.739, pair=0.005, adv=3.695, sprd=0.027]
Ep 047/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.46it/s, loss=0.739, pair=0.005, adv=3.695, sprd=0.027]
Ep 047/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.46it/s, loss=0.708, pair=0.018, adv=3.759, sprd=0.018]
Ep 047/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.44it/s, loss=0.708, pair=0.018, adv=3.759, sprd=0.018]
Ep 047/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.44it/s, loss=0.716, pair=0.007, adv=3.547, sprd=0.023]
Ep 047/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.50it/s, loss=0.716, pair=0.007, adv=3.547, sprd=0.023]
Ep 047/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.50it/s, loss=0.729, pair=0.006, adv=3.829, sprd=0.022]
Ep 047/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.729, pair=0.006, adv=3.829, sprd=0.022]
Ep 047/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.759, pair=0.000, adv=3.558, sprd=0.031]
Ep 047/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:17,  1.47it/s, loss=0.759, pair=0.000, adv=3.558, sprd=0.031]
Ep 047/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.47it/s, loss=0.721, pair=0.002, adv=3.878, sprd=0.021]
Ep 047/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.41it/s, loss=0.721, pair=0.002, adv=3.878, sprd=0.021]
Ep 047/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:17,  1.41it/s, loss=0.711, pair=0.007, adv=3.728, sprd=0.019]
Ep 047/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.711, pair=0.007, adv=3.728, sprd=0.019]
Ep 047/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.731, pair=0.008, adv=3.824, sprd=0.023]
Ep 047/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.39it/s, loss=0.731, pair=0.008, adv=3.824, sprd=0.023]
Ep 047/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.39it/s, loss=0.712, pair=0.005, adv=3.759, sprd=0.020]
Ep 047/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.49it/s, loss=0.712, pair=0.005, adv=3.759, sprd=0.020]
Ep 047/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.49it/s, loss=0.723, pair=0.002, adv=3.841, sprd=0.022]
Ep 047/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.42it/s, loss=0.723, pair=0.002, adv=3.841, sprd=0.022]
Ep 047/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.42it/s, loss=0.696, pair=0.006, adv=3.688, sprd=0.016]
Ep 047/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.49it/s, loss=0.696, pair=0.006, adv=3.688, sprd=0.016]
Ep 047/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.729, pair=0.007, adv=3.849, sprd=0.022]
Ep 047/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.43it/s, loss=0.729, pair=0.007, adv=3.849, sprd=0.022]
Ep 047/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.43it/s, loss=0.731, pair=0.009, adv=3.539, sprd=0.018]
Ep 047/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.731, pair=0.009, adv=3.539, sprd=0.018]
Ep 047/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.745, pair=0.000, adv=3.892, sprd=0.026]
Ep 047/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.42it/s, loss=0.745, pair=0.000, adv=3.892, sprd=0.026]
Ep 047/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.710, pair=0.004, adv=3.804, sprd=0.019]
Ep 047/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.48it/s, loss=0.710, pair=0.004, adv=3.804, sprd=0.019]
Ep 047/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.728, pair=0.002, adv=3.721, sprd=0.021]
Ep 047/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:10,  1.37it/s, loss=0.728, pair=0.002, adv=3.721, sprd=0.021]
Ep 047/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:10,  1.37it/s, loss=0.738, pair=0.000, adv=3.589, sprd=0.025]
Ep 047/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.45it/s, loss=0.738, pair=0.000, adv=3.589, sprd=0.025]
Ep 047/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.45it/s, loss=0.730, pair=0.001, adv=3.707, sprd=0.025]
Ep 047/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.730, pair=0.001, adv=3.707, sprd=0.025]
Ep 047/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.721, pair=0.001, adv=3.996, sprd=0.023]
Ep 047/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.721, pair=0.001, adv=3.996, sprd=0.023]
Ep 047/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.717, pair=0.000, adv=3.726, sprd=0.024]
Ep 047/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.717, pair=0.000, adv=3.726, sprd=0.024]
Ep 047/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.707, pair=0.001, adv=3.801, sprd=0.018]
Ep 047/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.707, pair=0.001, adv=3.801, sprd=0.018]
Ep 047/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.703, pair=0.001, adv=3.769, sprd=0.019]
Ep 047/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.703, pair=0.001, adv=3.769, sprd=0.019]
Ep 047/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.730, pair=0.000, adv=3.826, sprd=0.024]
Ep 047/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.730, pair=0.000, adv=3.826, sprd=0.024]
Ep 047/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.820, pair=0.000, adv=3.671, sprd=0.026]
Ep 047/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.820, pair=0.000, adv=3.671, sprd=0.026]
Ep 047/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.727, pair=0.000, adv=3.474, sprd=0.022]
Ep 047/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.727, pair=0.000, adv=3.474, sprd=0.022]
Ep 047/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.50it/s, loss=0.732, pair=0.000, adv=3.985, sprd=0.025]
Ep 047/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.732, pair=0.000, adv=3.985, sprd=0.025]
Ep 047/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.724, pair=0.000, adv=3.875, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.51it/s, loss=0.724, pair=0.000, adv=3.875, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.719, pair=0.001, adv=3.722, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.39it/s, loss=0.719, pair=0.001, adv=3.722, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.39it/s, loss=0.717, pair=0.002, adv=3.541, sprd=0.021]
Ep 047/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.717, pair=0.002, adv=3.541, sprd=0.021]
Ep 047/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.48it/s, loss=0.723, pair=0.002, adv=3.580, sprd=0.019]
Ep 047/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.42it/s, loss=0.723, pair=0.002, adv=3.580, sprd=0.019]
                                                                                                              
Epoch 047/60 [S3:+sens]  loss=0.7269  mat=0.2394  sens=1.0137  pair=0.0036  adv=3.8667(rand=3.37)  deg=0.0052  orth=0.0010  spread=0.0227  q_mean=49.5  q_std=15.4  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.72e-05  229s

Ep 048/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 048/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.735, pair=0.003, adv=3.809, sprd=0.024]
Ep 048/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:41,  1.21s/it, loss=0.735, pair=0.003, adv=3.809, sprd=0.024]
Ep 048/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:41,  1.21s/it, loss=0.710, pair=0.002, adv=3.571, sprd=0.019]
Ep 048/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:37,  1.19it/s, loss=0.710, pair=0.002, adv=3.571, sprd=0.019]
Ep 048/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:37,  1.19it/s, loss=0.731, pair=0.002, adv=3.811, sprd=0.023]
Ep 048/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:28,  1.23it/s, loss=0.731, pair=0.002, adv=3.811, sprd=0.023]
Ep 048/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:28,  1.23it/s, loss=0.713, pair=0.000, adv=3.622, sprd=0.023]
Ep 048/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:58,  1.38it/s, loss=0.713, pair=0.000, adv=3.622, sprd=0.023]
Ep 048/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:58,  1.38it/s, loss=0.778, pair=0.001, adv=3.582, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:59,  1.37it/s, loss=0.778, pair=0.001, adv=3.582, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:59,  1.37it/s, loss=0.709, pair=0.000, adv=3.613, sprd=0.019]
Ep 048/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:41,  1.48it/s, loss=0.709, pair=0.000, adv=3.613, sprd=0.019]
Ep 048/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:41,  1.48it/s, loss=0.714, pair=0.001, adv=3.411, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:51,  1.41it/s, loss=0.714, pair=0.001, adv=3.411, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:51,  1.41it/s, loss=0.724, pair=0.007, adv=3.799, sprd=0.019]
Ep 048/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:39,  1.48it/s, loss=0.724, pair=0.007, adv=3.799, sprd=0.019]
Ep 048/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:39,  1.48it/s, loss=0.725, pair=0.007, adv=3.681, sprd=0.022]
Ep 048/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:47,  1.42it/s, loss=0.725, pair=0.007, adv=3.681, sprd=0.022]
Ep 048/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:47,  1.42it/s, loss=0.733, pair=0.002, adv=3.692, sprd=0.024]
Ep 048/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.733, pair=0.002, adv=3.692, sprd=0.024]
Ep 048/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.716, pair=0.000, adv=3.668, sprd=0.019]
Ep 048/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:46,  1.42it/s, loss=0.716, pair=0.000, adv=3.668, sprd=0.019]
Ep 048/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.725, pair=0.001, adv=3.589, sprd=0.020]
Ep 048/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:36,  1.49it/s, loss=0.725, pair=0.001, adv=3.589, sprd=0.020]
Ep 048/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:36,  1.49it/s, loss=0.751, pair=0.004, adv=4.024, sprd=0.028]
Ep 048/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.43it/s, loss=0.751, pair=0.004, adv=4.024, sprd=0.028]
Ep 048/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.43it/s, loss=0.726, pair=0.000, adv=3.806, sprd=0.025]
Ep 048/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:33,  1.50it/s, loss=0.726, pair=0.000, adv=3.806, sprd=0.025]
Ep 048/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:33,  1.50it/s, loss=0.736, pair=0.001, adv=3.992, sprd=0.025]
Ep 048/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:42,  1.43it/s, loss=0.736, pair=0.001, adv=3.992, sprd=0.025]
Ep 048/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:42,  1.43it/s, loss=0.695, pair=0.001, adv=3.559, sprd=0.016]
Ep 048/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:26,  1.53it/s, loss=0.695, pair=0.001, adv=3.559, sprd=0.016]
Ep 048/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:26,  1.53it/s, loss=0.726, pair=0.001, adv=3.871, sprd=0.021]
Ep 048/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.46it/s, loss=0.726, pair=0.001, adv=3.871, sprd=0.021]
Ep 048/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.46it/s, loss=0.700, pair=0.001, adv=3.753, sprd=0.017]
Ep 048/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:23,  1.55it/s, loss=0.700, pair=0.001, adv=3.753, sprd=0.017]
Ep 048/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:23,  1.55it/s, loss=0.728, pair=0.001, adv=3.902, sprd=0.022]
Ep 048/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:34,  1.46it/s, loss=0.728, pair=0.001, adv=3.902, sprd=0.022]
Ep 048/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:34,  1.46it/s, loss=0.724, pair=0.010, adv=3.547, sprd=0.023]
Ep 048/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:22,  1.54it/s, loss=0.724, pair=0.010, adv=3.547, sprd=0.023]
Ep 048/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:22,  1.54it/s, loss=0.721, pair=0.004, adv=3.474, sprd=0.020]
Ep 048/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:35,  1.45it/s, loss=0.721, pair=0.004, adv=3.474, sprd=0.020]
Ep 048/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:35,  1.45it/s, loss=0.712, pair=0.007, adv=3.808, sprd=0.022]
Ep 048/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:25,  1.52it/s, loss=0.712, pair=0.007, adv=3.808, sprd=0.022]
Ep 048/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:25,  1.52it/s, loss=0.727, pair=0.001, adv=4.003, sprd=0.025]
Ep 048/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.44it/s, loss=0.727, pair=0.001, adv=4.003, sprd=0.025]
Ep 048/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.44it/s, loss=0.736, pair=0.002, adv=3.651, sprd=0.026]
Ep 048/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.736, pair=0.002, adv=3.651, sprd=0.026]
Ep 048/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.733, pair=0.001, adv=3.549, sprd=0.022]
Ep 048/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:46,  1.36it/s, loss=0.733, pair=0.001, adv=3.549, sprd=0.022]
Ep 048/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:46,  1.36it/s, loss=0.715, pair=0.001, adv=4.095, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:31,  1.45it/s, loss=0.715, pair=0.001, adv=4.095, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:31,  1.45it/s, loss=0.716, pair=0.004, adv=3.590, sprd=0.021]
Ep 048/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:35,  1.42it/s, loss=0.716, pair=0.004, adv=3.590, sprd=0.021]
Ep 048/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:35,  1.42it/s, loss=0.715, pair=0.005, adv=3.754, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.715, pair=0.005, adv=3.754, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.723, pair=0.001, adv=3.899, sprd=0.021]
Ep 048/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.723, pair=0.001, adv=3.899, sprd=0.021]
Ep 048/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.719, pair=0.005, adv=4.039, sprd=0.021]
Ep 048/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:22,  1.50it/s, loss=0.719, pair=0.005, adv=4.039, sprd=0.021]
Ep 048/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.50it/s, loss=0.734, pair=0.003, adv=3.885, sprd=0.024]
Ep 048/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:35,  1.40it/s, loss=0.734, pair=0.003, adv=3.885, sprd=0.024]
Ep 048/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:35,  1.40it/s, loss=0.712, pair=0.005, adv=3.495, sprd=0.019]
Ep 048/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.712, pair=0.005, adv=3.495, sprd=0.019]
Ep 048/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.49it/s, loss=0.741, pair=0.006, adv=3.956, sprd=0.027]
Ep 048/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:30,  1.43it/s, loss=0.741, pair=0.006, adv=3.956, sprd=0.027]
Ep 048/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:30,  1.43it/s, loss=0.719, pair=0.001, adv=3.848, sprd=0.023]
Ep 048/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:21,  1.49it/s, loss=0.719, pair=0.001, adv=3.848, sprd=0.023]
Ep 048/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:21,  1.49it/s, loss=0.737, pair=0.002, adv=4.043, sprd=0.027]
Ep 048/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.44it/s, loss=0.737, pair=0.002, adv=4.043, sprd=0.027]
Ep 048/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.44it/s, loss=0.722, pair=0.002, adv=3.871, sprd=0.022]
Ep 048/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:17,  1.50it/s, loss=0.722, pair=0.002, adv=3.871, sprd=0.022]
Ep 048/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.726, pair=0.005, adv=3.857, sprd=0.027]
Ep 048/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:20,  1.47it/s, loss=0.726, pair=0.005, adv=3.857, sprd=0.027]
Ep 048/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:20,  1.47it/s, loss=0.687, pair=0.008, adv=3.406, sprd=0.015]
Ep 048/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:08,  1.56it/s, loss=0.687, pair=0.008, adv=3.406, sprd=0.015]
Ep 048/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:08,  1.56it/s, loss=0.729, pair=0.000, adv=3.910, sprd=0.025]
Ep 048/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.42it/s, loss=0.729, pair=0.000, adv=3.910, sprd=0.025]
Ep 048/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.42it/s, loss=0.741, pair=0.001, adv=3.722, sprd=0.028]
Ep 048/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:18,  1.48it/s, loss=0.741, pair=0.001, adv=3.722, sprd=0.028]
Ep 048/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:18,  1.48it/s, loss=0.728, pair=0.007, adv=3.614, sprd=0.021]
Ep 048/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:33,  1.37it/s, loss=0.728, pair=0.007, adv=3.614, sprd=0.021]
Ep 048/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:33,  1.37it/s, loss=0.714, pair=0.001, adv=3.585, sprd=0.020]
Ep 048/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:20,  1.45it/s, loss=0.714, pair=0.001, adv=3.585, sprd=0.020]
Ep 048/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:20,  1.45it/s, loss=0.715, pair=0.004, adv=3.697, sprd=0.019]
Ep 048/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:26,  1.41it/s, loss=0.715, pair=0.004, adv=3.697, sprd=0.019]
Ep 048/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:26,  1.41it/s, loss=0.741, pair=0.000, adv=3.725, sprd=0.027]
Ep 048/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:17,  1.47it/s, loss=0.741, pair=0.000, adv=3.725, sprd=0.027]
Ep 048/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:17,  1.47it/s, loss=0.702, pair=0.003, adv=3.650, sprd=0.016]
Ep 048/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:29,  1.37it/s, loss=0.702, pair=0.003, adv=3.650, sprd=0.016]
Ep 048/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:29,  1.37it/s, loss=0.727, pair=0.003, adv=3.761, sprd=0.023]
Ep 048/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:19,  1.44it/s, loss=0.727, pair=0.003, adv=3.761, sprd=0.023]
Ep 048/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:19,  1.44it/s, loss=0.730, pair=0.000, adv=3.963, sprd=0.024]
Ep 048/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:24,  1.40it/s, loss=0.730, pair=0.000, adv=3.963, sprd=0.024]
Ep 048/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:24,  1.40it/s, loss=0.727, pair=0.001, adv=3.945, sprd=0.024]
Ep 048/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:15,  1.46it/s, loss=0.727, pair=0.001, adv=3.945, sprd=0.024]
Ep 048/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:15,  1.46it/s, loss=0.728, pair=0.000, adv=3.857, sprd=0.024]
Ep 048/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:22,  1.40it/s, loss=0.728, pair=0.000, adv=3.857, sprd=0.024]
Ep 048/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:22,  1.40it/s, loss=0.723, pair=0.002, adv=3.371, sprd=0.021]
Ep 048/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:12,  1.47it/s, loss=0.723, pair=0.002, adv=3.371, sprd=0.021]
Ep 048/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:12,  1.47it/s, loss=0.716, pair=0.001, adv=3.720, sprd=0.023]
Ep 048/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:16,  1.43it/s, loss=0.716, pair=0.001, adv=3.720, sprd=0.023]
Ep 048/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:16,  1.43it/s, loss=0.714, pair=0.001, adv=3.669, sprd=0.021]
Ep 048/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.48it/s, loss=0.714, pair=0.001, adv=3.669, sprd=0.021]
Ep 048/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.48it/s, loss=0.717, pair=0.001, adv=3.807, sprd=0.022]
Ep 048/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:15,  1.43it/s, loss=0.717, pair=0.001, adv=3.807, sprd=0.022]
Ep 048/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:15,  1.43it/s, loss=0.712, pair=0.003, adv=3.616, sprd=0.018]
Ep 048/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.712, pair=0.003, adv=3.616, sprd=0.018]
Ep 048/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:04,  1.51it/s, loss=0.726, pair=0.005, adv=3.614, sprd=0.023]
Ep 048/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:09,  1.47it/s, loss=0.726, pair=0.005, adv=3.614, sprd=0.023]
Ep 048/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:09,  1.47it/s, loss=0.707, pair=0.006, adv=3.677, sprd=0.017]
Ep 048/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<02:59,  1.54it/s, loss=0.707, pair=0.006, adv=3.677, sprd=0.017]
Ep 048/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<02:59,  1.54it/s, loss=0.716, pair=0.001, adv=3.814, sprd=0.020]
Ep 048/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:07,  1.47it/s, loss=0.716, pair=0.001, adv=3.814, sprd=0.020]
Ep 048/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:07,  1.47it/s, loss=0.718, pair=0.004, adv=3.648, sprd=0.023]
Ep 048/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<02:58,  1.54it/s, loss=0.718, pair=0.004, adv=3.648, sprd=0.023]
Ep 048/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<02:58,  1.54it/s, loss=0.743, pair=0.010, adv=3.817, sprd=0.027]
Ep 048/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:13,  1.41it/s, loss=0.743, pair=0.010, adv=3.817, sprd=0.027]
Ep 048/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:13,  1.41it/s, loss=0.712, pair=0.005, adv=3.807, sprd=0.020]
Ep 048/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:01,  1.50it/s, loss=0.712, pair=0.005, adv=3.807, sprd=0.020]
Ep 048/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:01,  1.50it/s, loss=0.723, pair=0.001, adv=3.689, sprd=0.024]
Ep 048/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.723, pair=0.001, adv=3.689, sprd=0.024]
Ep 048/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.687, pair=0.000, adv=3.947, sprd=0.015]
Ep 048/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:55,  1.54it/s, loss=0.687, pair=0.000, adv=3.947, sprd=0.015]
Ep 048/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:55,  1.54it/s, loss=0.730, pair=0.003, adv=3.715, sprd=0.022]
Ep 048/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:06,  1.45it/s, loss=0.730, pair=0.003, adv=3.715, sprd=0.022]
Ep 048/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:06,  1.45it/s, loss=0.716, pair=0.001, adv=3.596, sprd=0.021]
Ep 048/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.716, pair=0.001, adv=3.596, sprd=0.021]
Ep 048/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.747, pair=0.000, adv=3.713, sprd=0.030]
Ep 048/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:07,  1.43it/s, loss=0.747, pair=0.000, adv=3.713, sprd=0.030]
Ep 048/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.730, pair=0.002, adv=3.825, sprd=0.025]
Ep 048/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.49it/s, loss=0.730, pair=0.002, adv=3.825, sprd=0.025]
Ep 048/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.49it/s, loss=0.724, pair=0.000, adv=3.677, sprd=0.024]
Ep 048/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.724, pair=0.000, adv=3.677, sprd=0.024]
Ep 048/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.720, pair=0.007, adv=3.476, sprd=0.019]
Ep 048/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:57,  1.50it/s, loss=0.720, pair=0.007, adv=3.476, sprd=0.019]
Ep 048/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.50it/s, loss=0.732, pair=0.014, adv=3.409, sprd=0.023]
Ep 048/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<02:59,  1.47it/s, loss=0.732, pair=0.014, adv=3.409, sprd=0.023]
Ep 048/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<02:59,  1.47it/s, loss=0.714, pair=0.004, adv=3.721, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:52,  1.52it/s, loss=0.714, pair=0.004, adv=3.721, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:52,  1.52it/s, loss=0.717, pair=0.005, adv=3.336, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<02:57,  1.48it/s, loss=0.717, pair=0.005, adv=3.336, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:57,  1.48it/s, loss=0.725, pair=0.004, adv=3.887, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:49,  1.54it/s, loss=0.725, pair=0.004, adv=3.887, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:49,  1.54it/s, loss=0.737, pair=0.020, adv=3.659, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.42it/s, loss=0.737, pair=0.020, adv=3.659, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.42it/s, loss=0.730, pair=0.011, adv=3.847, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:53,  1.49it/s, loss=0.730, pair=0.011, adv=3.847, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.49it/s, loss=0.720, pair=0.008, adv=3.722, sprd=0.020]
Ep 048/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:03,  1.41it/s, loss=0.720, pair=0.008, adv=3.722, sprd=0.020]
Ep 048/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.741, pair=0.004, adv=3.671, sprd=0.026]
Ep 048/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:54,  1.47it/s, loss=0.741, pair=0.004, adv=3.671, sprd=0.026]
Ep 048/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:54,  1.47it/s, loss=0.793, pair=0.001, adv=3.660, sprd=0.023]
Ep 048/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.793, pair=0.001, adv=3.660, sprd=0.023]
Ep 048/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.723, pair=0.006, adv=3.775, sprd=0.022]
Ep 048/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:49,  1.50it/s, loss=0.723, pair=0.006, adv=3.775, sprd=0.022]
Ep 048/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.709, pair=0.000, adv=3.682, sprd=0.019]
Ep 048/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.709, pair=0.000, adv=3.682, sprd=0.019]
Ep 048/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:57,  1.43it/s, loss=0.719, pair=0.003, adv=3.844, sprd=0.021]
Ep 048/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.719, pair=0.003, adv=3.844, sprd=0.021]
Ep 048/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.738, pair=0.002, adv=3.835, sprd=0.026]
Ep 048/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:57,  1.42it/s, loss=0.738, pair=0.002, adv=3.835, sprd=0.026]
Ep 048/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.736, pair=0.003, adv=3.884, sprd=0.025]
Ep 048/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.736, pair=0.003, adv=3.884, sprd=0.025]
Ep 048/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.730, pair=0.001, adv=3.925, sprd=0.024]
Ep 048/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:53,  1.44it/s, loss=0.730, pair=0.001, adv=3.925, sprd=0.024]
Ep 048/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:53,  1.44it/s, loss=0.724, pair=0.003, adv=3.634, sprd=0.024]
Ep 048/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:45,  1.51it/s, loss=0.724, pair=0.003, adv=3.634, sprd=0.024]
Ep 048/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:45,  1.51it/s, loss=0.722, pair=0.004, adv=3.534, sprd=0.023]
Ep 048/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:53,  1.43it/s, loss=0.722, pair=0.004, adv=3.534, sprd=0.023]
Ep 048/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:53,  1.43it/s, loss=0.709, pair=0.007, adv=4.055, sprd=0.018]
Ep 048/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.709, pair=0.007, adv=4.055, sprd=0.018]
Ep 048/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.718, pair=0.004, adv=3.900, sprd=0.020]
Ep 048/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:57,  1.39it/s, loss=0.718, pair=0.004, adv=3.900, sprd=0.020]
Ep 048/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:57,  1.39it/s, loss=0.719, pair=0.001, adv=3.783, sprd=0.023]
Ep 048/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:46,  1.47it/s, loss=0.719, pair=0.001, adv=3.783, sprd=0.023]
Ep 048/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:46,  1.47it/s, loss=0.717, pair=0.008, adv=4.184, sprd=0.019]
Ep 048/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.41it/s, loss=0.717, pair=0.008, adv=4.184, sprd=0.019]
Ep 048/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.41it/s, loss=0.736, pair=0.001, adv=3.626, sprd=0.024]
Ep 048/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:45,  1.47it/s, loss=0.736, pair=0.001, adv=3.626, sprd=0.024]
Ep 048/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:45,  1.47it/s, loss=0.738, pair=0.005, adv=3.957, sprd=0.026]
Ep 048/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:51,  1.41it/s, loss=0.738, pair=0.005, adv=3.957, sprd=0.026]
Ep 048/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:51,  1.41it/s, loss=0.721, pair=0.003, adv=3.936, sprd=0.023]
Ep 048/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.721, pair=0.003, adv=3.936, sprd=0.023]
Ep 048/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.48it/s, loss=0.725, pair=0.011, adv=3.592, sprd=0.022]
Ep 048/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.44it/s, loss=0.725, pair=0.011, adv=3.592, sprd=0.022]
Ep 048/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.44it/s, loss=0.742, pair=0.006, adv=3.960, sprd=0.028]
Ep 048/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:39,  1.50it/s, loss=0.742, pair=0.006, adv=3.960, sprd=0.028]
Ep 048/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.717, pair=0.006, adv=3.676, sprd=0.019]
Ep 048/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:42,  1.47it/s, loss=0.717, pair=0.006, adv=3.676, sprd=0.019]
Ep 048/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:42,  1.47it/s, loss=0.742, pair=0.000, adv=3.668, sprd=0.029]
Ep 048/60 [S3:+sens]:  29%|▊  | 96/333 [01:05<02:36,  1.52it/s, loss=0.742, pair=0.000, adv=3.668, sprd=0.029]
Ep 048/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.52it/s, loss=0.718, pair=0.005, adv=3.752, sprd=0.022]
Ep 048/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:40,  1.47it/s, loss=0.718, pair=0.005, adv=3.752, sprd=0.022]
Ep 048/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:40,  1.47it/s, loss=0.741, pair=0.000, adv=3.938, sprd=0.030]
Ep 048/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.741, pair=0.000, adv=3.938, sprd=0.030]
Ep 048/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:35,  1.51it/s, loss=0.721, pair=0.004, adv=3.977, sprd=0.022]
Ep 048/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.721, pair=0.004, adv=3.977, sprd=0.022]
Ep 048/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.740, pair=0.006, adv=3.664, sprd=0.024]
Ep 048/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:36,  1.49it/s, loss=0.740, pair=0.006, adv=3.664, sprd=0.024]
Ep 048/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.764, pair=0.003, adv=3.764, sprd=0.032]
Ep 048/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:42,  1.43it/s, loss=0.764, pair=0.003, adv=3.764, sprd=0.032]
Ep 048/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.709, pair=0.004, adv=3.394, sprd=0.018]
Ep 048/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.709, pair=0.004, adv=3.394, sprd=0.018]
Ep 048/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.744, pair=0.007, adv=4.097, sprd=0.028]
Ep 048/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:40,  1.44it/s, loss=0.744, pair=0.007, adv=4.097, sprd=0.028]
Ep 048/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.44it/s, loss=0.727, pair=0.005, adv=3.898, sprd=0.022]
Ep 048/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.727, pair=0.005, adv=3.898, sprd=0.022]
Ep 048/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.50it/s, loss=0.717, pair=0.006, adv=3.853, sprd=0.021]
Ep 048/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.43it/s, loss=0.717, pair=0.006, adv=3.853, sprd=0.021]
Ep 048/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.43it/s, loss=0.725, pair=0.003, adv=3.715, sprd=0.024]
Ep 048/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:31,  1.50it/s, loss=0.725, pair=0.003, adv=3.715, sprd=0.024]
Ep 048/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.719, pair=0.009, adv=3.333, sprd=0.020]
Ep 048/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.44it/s, loss=0.719, pair=0.009, adv=3.333, sprd=0.020]
Ep 048/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.44it/s, loss=0.720, pair=0.007, adv=3.914, sprd=0.024]
Ep 048/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:30,  1.50it/s, loss=0.720, pair=0.007, adv=3.914, sprd=0.024]
Ep 048/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:30,  1.50it/s, loss=0.718, pair=0.003, adv=4.003, sprd=0.020]
Ep 048/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:33,  1.46it/s, loss=0.718, pair=0.003, adv=4.003, sprd=0.020]
Ep 048/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.712, pair=0.004, adv=3.783, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:27,  1.51it/s, loss=0.712, pair=0.004, adv=3.783, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:27,  1.51it/s, loss=0.725, pair=0.001, adv=3.654, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:30,  1.47it/s, loss=0.725, pair=0.001, adv=3.654, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:30,  1.47it/s, loss=0.711, pair=0.002, adv=4.123, sprd=0.018]
Ep 048/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:24,  1.52it/s, loss=0.711, pair=0.002, adv=4.123, sprd=0.018]
Ep 048/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:24,  1.52it/s, loss=0.735, pair=0.001, adv=3.774, sprd=0.024]
Ep 048/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.44it/s, loss=0.735, pair=0.001, adv=3.774, sprd=0.024]
Ep 048/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.716, pair=0.000, adv=3.862, sprd=0.023]
Ep 048/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:23,  1.53it/s, loss=0.716, pair=0.000, adv=3.862, sprd=0.023]
Ep 048/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:23,  1.53it/s, loss=0.712, pair=0.011, adv=3.736, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 115/333 [01:18<02:28,  1.46it/s, loss=0.712, pair=0.011, adv=3.736, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:28,  1.46it/s, loss=0.711, pair=0.003, adv=3.530, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:21,  1.54it/s, loss=0.711, pair=0.003, adv=3.530, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:21,  1.54it/s, loss=0.725, pair=0.000, adv=3.357, sprd=0.022]
Ep 048/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:28,  1.46it/s, loss=0.725, pair=0.000, adv=3.357, sprd=0.022]
Ep 048/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:28,  1.46it/s, loss=0.727, pair=0.002, adv=3.938, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:21,  1.52it/s, loss=0.727, pair=0.002, adv=3.938, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:21,  1.52it/s, loss=0.725, pair=0.002, adv=3.947, sprd=0.022]
Ep 048/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:27,  1.45it/s, loss=0.725, pair=0.002, adv=3.947, sprd=0.022]
Ep 048/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.45it/s, loss=0.729, pair=0.002, adv=3.690, sprd=0.025]
Ep 048/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:21,  1.51it/s, loss=0.729, pair=0.002, adv=3.690, sprd=0.025]
Ep 048/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:21,  1.51it/s, loss=0.751, pair=0.008, adv=3.663, sprd=0.025]
Ep 048/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.751, pair=0.008, adv=3.663, sprd=0.025]
Ep 048/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.742, pair=0.002, adv=4.161, sprd=0.026]
Ep 048/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:22,  1.48it/s, loss=0.742, pair=0.002, adv=4.161, sprd=0.026]
Ep 048/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.721, pair=0.007, adv=3.914, sprd=0.020]
Ep 048/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:27,  1.42it/s, loss=0.721, pair=0.007, adv=3.914, sprd=0.020]
Ep 048/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.42it/s, loss=0.735, pair=0.000, adv=4.361, sprd=0.027]
Ep 048/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.47it/s, loss=0.735, pair=0.000, adv=4.361, sprd=0.027]
Ep 048/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.47it/s, loss=0.718, pair=0.005, adv=4.128, sprd=0.023]
Ep 048/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:24,  1.44it/s, loss=0.718, pair=0.005, adv=4.128, sprd=0.023]
Ep 048/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.713, pair=0.004, adv=3.922, sprd=0.022]
Ep 048/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:16,  1.52it/s, loss=0.713, pair=0.004, adv=3.922, sprd=0.022]
Ep 048/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:16,  1.52it/s, loss=0.738, pair=0.002, adv=3.845, sprd=0.026]
Ep 048/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.44it/s, loss=0.738, pair=0.002, adv=3.845, sprd=0.026]
Ep 048/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.44it/s, loss=0.724, pair=0.002, adv=4.020, sprd=0.023]
Ep 048/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:17,  1.50it/s, loss=0.724, pair=0.002, adv=4.020, sprd=0.023]
Ep 048/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.50it/s, loss=0.732, pair=0.006, adv=3.531, sprd=0.025]
Ep 048/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:21,  1.44it/s, loss=0.732, pair=0.006, adv=3.531, sprd=0.025]
Ep 048/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:21,  1.44it/s, loss=0.710, pair=0.010, adv=3.827, sprd=0.019]
Ep 048/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.710, pair=0.010, adv=3.827, sprd=0.019]
Ep 048/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.725, pair=0.001, adv=3.839, sprd=0.024]
Ep 048/60 [S3:+sens]:  39%|▊ | 131/333 [01:29<02:19,  1.44it/s, loss=0.725, pair=0.001, adv=3.839, sprd=0.024]
Ep 048/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:19,  1.44it/s, loss=0.724, pair=0.000, adv=3.545, sprd=0.021]
Ep 048/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.50it/s, loss=0.724, pair=0.000, adv=3.545, sprd=0.021]
Ep 048/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.50it/s, loss=0.747, pair=0.000, adv=3.676, sprd=0.028]
Ep 048/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:21,  1.41it/s, loss=0.747, pair=0.000, adv=3.676, sprd=0.028]
Ep 048/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:21,  1.41it/s, loss=0.740, pair=0.000, adv=3.933, sprd=0.025]
Ep 048/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:15,  1.47it/s, loss=0.740, pair=0.000, adv=3.933, sprd=0.025]
Ep 048/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.728, pair=0.001, adv=4.061, sprd=0.022]
Ep 048/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:19,  1.42it/s, loss=0.728, pair=0.001, adv=4.061, sprd=0.022]
Ep 048/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.723, pair=0.004, adv=3.720, sprd=0.022]
Ep 048/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:12,  1.49it/s, loss=0.723, pair=0.004, adv=3.720, sprd=0.022]
Ep 048/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:12,  1.49it/s, loss=0.724, pair=0.001, adv=3.893, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 137/333 [01:33<02:17,  1.43it/s, loss=0.724, pair=0.001, adv=3.893, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.43it/s, loss=0.725, pair=0.000, adv=3.776, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.49it/s, loss=0.725, pair=0.000, adv=3.776, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.711, pair=0.001, adv=3.756, sprd=0.020]
Ep 048/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.711, pair=0.001, adv=3.756, sprd=0.020]
Ep 048/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.719, pair=0.006, adv=3.762, sprd=0.021]
Ep 048/60 [S3:+sens]:  42%|▊ | 140/333 [01:35<02:09,  1.49it/s, loss=0.719, pair=0.006, adv=3.762, sprd=0.021]
Ep 048/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.714, pair=0.003, adv=4.066, sprd=0.019]
Ep 048/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:13,  1.44it/s, loss=0.714, pair=0.003, adv=4.066, sprd=0.019]
Ep 048/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.694, pair=0.001, adv=3.957, sprd=0.018]
Ep 048/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:05,  1.52it/s, loss=0.694, pair=0.001, adv=3.957, sprd=0.018]
Ep 048/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:05,  1.52it/s, loss=0.724, pair=0.001, adv=3.916, sprd=0.022]
Ep 048/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:10,  1.45it/s, loss=0.724, pair=0.001, adv=3.916, sprd=0.022]
Ep 048/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:10,  1.45it/s, loss=0.730, pair=0.006, adv=3.717, sprd=0.022]
Ep 048/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:05,  1.50it/s, loss=0.730, pair=0.006, adv=3.717, sprd=0.022]
Ep 048/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:05,  1.50it/s, loss=0.773, pair=0.005, adv=3.947, sprd=0.016]
Ep 048/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.44it/s, loss=0.773, pair=0.005, adv=3.947, sprd=0.016]
Ep 048/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.712, pair=0.003, adv=3.637, sprd=0.021]
Ep 048/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.712, pair=0.003, adv=3.637, sprd=0.021]
Ep 048/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.798, pair=0.003, adv=4.253, sprd=0.025]
Ep 048/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:09,  1.43it/s, loss=0.798, pair=0.003, adv=4.253, sprd=0.025]
Ep 048/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.722, pair=0.002, adv=3.877, sprd=0.023]
Ep 048/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:01,  1.52it/s, loss=0.722, pair=0.002, adv=3.877, sprd=0.023]
Ep 048/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:01,  1.52it/s, loss=0.731, pair=0.003, adv=3.892, sprd=0.024]
Ep 048/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.45it/s, loss=0.731, pair=0.003, adv=3.892, sprd=0.024]
Ep 048/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.45it/s, loss=0.718, pair=0.001, adv=3.766, sprd=0.020]
Ep 048/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<01:59,  1.53it/s, loss=0.718, pair=0.001, adv=3.766, sprd=0.020]
Ep 048/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<01:59,  1.53it/s, loss=0.713, pair=0.000, adv=3.801, sprd=0.019]
Ep 048/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:06,  1.44it/s, loss=0.713, pair=0.000, adv=3.801, sprd=0.019]
Ep 048/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.744, pair=0.004, adv=3.726, sprd=0.027]
Ep 048/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:01,  1.49it/s, loss=0.744, pair=0.004, adv=3.726, sprd=0.027]
Ep 048/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:01,  1.49it/s, loss=0.732, pair=0.003, adv=3.660, sprd=0.025]
Ep 048/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:07,  1.41it/s, loss=0.732, pair=0.003, adv=3.660, sprd=0.025]
Ep 048/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:07,  1.41it/s, loss=0.712, pair=0.003, adv=3.966, sprd=0.022]
Ep 048/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:00,  1.48it/s, loss=0.712, pair=0.003, adv=3.966, sprd=0.022]
Ep 048/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.48it/s, loss=0.703, pair=0.000, adv=3.952, sprd=0.016]
Ep 048/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:10,  1.37it/s, loss=0.703, pair=0.000, adv=3.952, sprd=0.016]
Ep 048/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:10,  1.37it/s, loss=0.734, pair=0.005, adv=3.839, sprd=0.022]
Ep 048/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<02:02,  1.44it/s, loss=0.734, pair=0.005, adv=3.839, sprd=0.022]
Ep 048/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:02,  1.44it/s, loss=0.702, pair=0.006, adv=3.651, sprd=0.017]
Ep 048/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:06,  1.39it/s, loss=0.702, pair=0.006, adv=3.651, sprd=0.017]
Ep 048/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:06,  1.39it/s, loss=0.745, pair=0.002, adv=3.752, sprd=0.027]
Ep 048/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.46it/s, loss=0.745, pair=0.002, adv=3.752, sprd=0.027]
Ep 048/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.46it/s, loss=0.744, pair=0.006, adv=3.841, sprd=0.026]
Ep 048/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:04,  1.40it/s, loss=0.744, pair=0.006, adv=3.841, sprd=0.026]
Ep 048/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:04,  1.40it/s, loss=0.725, pair=0.005, adv=4.151, sprd=0.023]
Ep 048/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:56,  1.49it/s, loss=0.725, pair=0.005, adv=4.151, sprd=0.023]
Ep 048/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.49it/s, loss=0.746, pair=0.004, adv=4.002, sprd=0.028]
Ep 048/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.41it/s, loss=0.746, pair=0.004, adv=4.002, sprd=0.028]
Ep 048/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.41it/s, loss=0.731, pair=0.004, adv=3.672, sprd=0.024]
Ep 048/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.731, pair=0.004, adv=3.672, sprd=0.024]
Ep 048/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.710, pair=0.000, adv=4.182, sprd=0.020]
Ep 048/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<01:56,  1.45it/s, loss=0.710, pair=0.000, adv=4.182, sprd=0.020]
Ep 048/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:56,  1.45it/s, loss=0.720, pair=0.010, adv=3.811, sprd=0.022]
Ep 048/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:51,  1.52it/s, loss=0.720, pair=0.010, adv=3.811, sprd=0.022]
Ep 048/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:51,  1.52it/s, loss=0.708, pair=0.005, adv=4.075, sprd=0.017]
Ep 048/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.40it/s, loss=0.708, pair=0.005, adv=4.075, sprd=0.017]
Ep 048/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.40it/s, loss=0.726, pair=0.006, adv=3.981, sprd=0.022]
Ep 048/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:53,  1.47it/s, loss=0.726, pair=0.006, adv=3.981, sprd=0.022]
Ep 048/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.722, pair=0.003, adv=4.112, sprd=0.024]
Ep 048/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:57,  1.42it/s, loss=0.722, pair=0.003, adv=4.112, sprd=0.024]
Ep 048/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.42it/s, loss=0.725, pair=0.018, adv=3.543, sprd=0.021]
Ep 048/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:48,  1.52it/s, loss=0.725, pair=0.018, adv=3.543, sprd=0.021]
Ep 048/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:48,  1.52it/s, loss=0.722, pair=0.009, adv=3.657, sprd=0.021]
Ep 048/60 [S3:+sens]:  51%|█ | 169/333 [01:55<01:52,  1.46it/s, loss=0.722, pair=0.009, adv=3.657, sprd=0.021]
Ep 048/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:52,  1.46it/s, loss=0.730, pair=0.007, adv=4.206, sprd=0.024]
Ep 048/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:47,  1.52it/s, loss=0.730, pair=0.007, adv=4.206, sprd=0.024]
Ep 048/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:47,  1.52it/s, loss=0.713, pair=0.003, adv=3.842, sprd=0.021]
Ep 048/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.713, pair=0.003, adv=3.842, sprd=0.021]
Ep 048/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.720, pair=0.006, adv=3.976, sprd=0.022]
Ep 048/60 [S3:+sens]:  52%|█ | 172/333 [01:57<01:48,  1.49it/s, loss=0.720, pair=0.006, adv=3.976, sprd=0.022]
Ep 048/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.696, pair=0.001, adv=3.786, sprd=0.017]
Ep 048/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:50,  1.45it/s, loss=0.696, pair=0.001, adv=3.786, sprd=0.017]
Ep 048/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.708, pair=0.001, adv=4.030, sprd=0.019]
Ep 048/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.708, pair=0.001, adv=4.030, sprd=0.019]
Ep 048/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.725, pair=0.006, adv=3.965, sprd=0.023]
Ep 048/60 [S3:+sens]:  53%|█ | 175/333 [01:59<01:49,  1.45it/s, loss=0.725, pair=0.006, adv=3.965, sprd=0.023]
Ep 048/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.698, pair=0.001, adv=3.493, sprd=0.017]
Ep 048/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:43,  1.52it/s, loss=0.698, pair=0.001, adv=3.493, sprd=0.017]
Ep 048/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:43,  1.52it/s, loss=0.745, pair=0.009, adv=3.842, sprd=0.027]
Ep 048/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:48,  1.44it/s, loss=0.745, pair=0.009, adv=3.842, sprd=0.027]
Ep 048/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:48,  1.44it/s, loss=0.739, pair=0.003, adv=3.939, sprd=0.025]
Ep 048/60 [S3:+sens]:  53%|█ | 178/333 [02:01<01:43,  1.50it/s, loss=0.739, pair=0.003, adv=3.939, sprd=0.025]
Ep 048/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.775, pair=0.009, adv=3.596, sprd=0.015]
Ep 048/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:46,  1.45it/s, loss=0.775, pair=0.009, adv=3.596, sprd=0.015]
Ep 048/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.45it/s, loss=0.730, pair=0.000, adv=3.802, sprd=0.026]
Ep 048/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:40,  1.52it/s, loss=0.730, pair=0.000, adv=3.802, sprd=0.026]
Ep 048/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:40,  1.52it/s, loss=0.705, pair=0.018, adv=3.760, sprd=0.017]
Ep 048/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.46it/s, loss=0.705, pair=0.018, adv=3.760, sprd=0.017]
Ep 048/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.46it/s, loss=0.731, pair=0.004, adv=4.113, sprd=0.025]
Ep 048/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:40,  1.51it/s, loss=0.731, pair=0.004, adv=4.113, sprd=0.025]
Ep 048/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.51it/s, loss=0.731, pair=0.013, adv=3.834, sprd=0.023]
Ep 048/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:47,  1.40it/s, loss=0.731, pair=0.013, adv=3.834, sprd=0.023]
Ep 048/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:47,  1.40it/s, loss=0.729, pair=0.000, adv=3.559, sprd=0.024]
Ep 048/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.46it/s, loss=0.729, pair=0.000, adv=3.559, sprd=0.024]
Ep 048/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.46it/s, loss=0.743, pair=0.012, adv=3.998, sprd=0.027]
Ep 048/60 [S3:+sens]:  56%|█ | 185/333 [02:06<01:45,  1.41it/s, loss=0.743, pair=0.012, adv=3.998, sprd=0.027]
Ep 048/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:45,  1.41it/s, loss=0.757, pair=0.006, adv=3.700, sprd=0.028]
Ep 048/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:40,  1.46it/s, loss=0.757, pair=0.006, adv=3.700, sprd=0.028]
Ep 048/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:40,  1.46it/s, loss=0.719, pair=0.002, adv=4.132, sprd=0.021]
Ep 048/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:44,  1.40it/s, loss=0.719, pair=0.002, adv=4.132, sprd=0.021]
Ep 048/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:44,  1.40it/s, loss=0.747, pair=0.007, adv=3.834, sprd=0.028]
Ep 048/60 [S3:+sens]:  56%|█▏| 188/333 [02:08<01:39,  1.46it/s, loss=0.747, pair=0.007, adv=3.834, sprd=0.028]
Ep 048/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.46it/s, loss=0.712, pair=0.003, adv=3.917, sprd=0.020]
Ep 048/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:42,  1.40it/s, loss=0.712, pair=0.003, adv=3.917, sprd=0.020]
Ep 048/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.40it/s, loss=0.719, pair=0.023, adv=3.666, sprd=0.019]
Ep 048/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.51it/s, loss=0.719, pair=0.023, adv=3.666, sprd=0.019]
Ep 048/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.51it/s, loss=0.751, pair=0.005, adv=3.998, sprd=0.028]
Ep 048/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:40,  1.41it/s, loss=0.751, pair=0.005, adv=3.998, sprd=0.028]
Ep 048/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:40,  1.41it/s, loss=0.761, pair=0.011, adv=3.616, sprd=0.031]
Ep 048/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:36,  1.46it/s, loss=0.761, pair=0.011, adv=3.616, sprd=0.031]
Ep 048/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:36,  1.46it/s, loss=0.805, pair=0.008, adv=3.781, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:42,  1.36it/s, loss=0.805, pair=0.008, adv=3.781, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:42,  1.36it/s, loss=0.730, pair=0.003, adv=4.059, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:36,  1.44it/s, loss=0.730, pair=0.003, adv=4.059, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:36,  1.44it/s, loss=0.716, pair=0.002, adv=3.763, sprd=0.022]
Ep 048/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:39,  1.39it/s, loss=0.716, pair=0.002, adv=3.763, sprd=0.022]
Ep 048/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:39,  1.39it/s, loss=0.753, pair=0.001, adv=3.665, sprd=0.029]
Ep 048/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:34,  1.45it/s, loss=0.753, pair=0.001, adv=3.665, sprd=0.029]
Ep 048/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:34,  1.45it/s, loss=0.729, pair=0.000, adv=3.590, sprd=0.024]
Ep 048/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:37,  1.39it/s, loss=0.729, pair=0.000, adv=3.590, sprd=0.024]
Ep 048/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:37,  1.39it/s, loss=0.727, pair=0.004, adv=3.782, sprd=0.025]
Ep 048/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:32,  1.46it/s, loss=0.727, pair=0.004, adv=3.782, sprd=0.025]
Ep 048/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:32,  1.46it/s, loss=0.737, pair=0.006, adv=4.192, sprd=0.024]
Ep 048/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:35,  1.41it/s, loss=0.737, pair=0.006, adv=4.192, sprd=0.024]
Ep 048/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:35,  1.41it/s, loss=0.719, pair=0.001, adv=3.728, sprd=0.022]
Ep 048/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.49it/s, loss=0.719, pair=0.001, adv=3.728, sprd=0.022]
Ep 048/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.49it/s, loss=0.723, pair=0.000, adv=3.546, sprd=0.023]
Ep 048/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:32,  1.42it/s, loss=0.723, pair=0.000, adv=3.546, sprd=0.023]
Ep 048/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.42it/s, loss=0.730, pair=0.000, adv=3.753, sprd=0.023]
Ep 048/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.49it/s, loss=0.730, pair=0.000, adv=3.753, sprd=0.023]
Ep 048/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.49it/s, loss=0.714, pair=0.004, adv=3.780, sprd=0.019]
Ep 048/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.45it/s, loss=0.714, pair=0.004, adv=3.780, sprd=0.019]
Ep 048/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.45it/s, loss=0.714, pair=0.001, adv=3.733, sprd=0.020]
Ep 048/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:26,  1.49it/s, loss=0.714, pair=0.001, adv=3.733, sprd=0.020]
Ep 048/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.49it/s, loss=0.723, pair=0.008, adv=3.757, sprd=0.023]
Ep 048/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:27,  1.46it/s, loss=0.723, pair=0.008, adv=3.757, sprd=0.023]
Ep 048/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.46it/s, loss=0.727, pair=0.000, adv=3.809, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.52it/s, loss=0.727, pair=0.000, adv=3.809, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.52it/s, loss=0.716, pair=0.001, adv=3.681, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.45it/s, loss=0.716, pair=0.001, adv=3.681, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.45it/s, loss=0.744, pair=0.005, adv=3.690, sprd=0.027]
Ep 048/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:24,  1.49it/s, loss=0.744, pair=0.005, adv=3.690, sprd=0.027]
Ep 048/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.49it/s, loss=0.720, pair=0.001, adv=3.560, sprd=0.021]
Ep 048/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:26,  1.43it/s, loss=0.720, pair=0.001, adv=3.560, sprd=0.021]
Ep 048/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.720, pair=0.002, adv=4.002, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.50it/s, loss=0.720, pair=0.002, adv=4.002, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.50it/s, loss=0.809, pair=0.000, adv=3.573, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:26,  1.41it/s, loss=0.809, pair=0.000, adv=3.573, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.41it/s, loss=0.738, pair=0.000, adv=3.774, sprd=0.028]
Ep 048/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:22,  1.47it/s, loss=0.738, pair=0.000, adv=3.774, sprd=0.028]
Ep 048/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.47it/s, loss=0.723, pair=0.005, adv=3.504, sprd=0.023]
Ep 048/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:26,  1.39it/s, loss=0.723, pair=0.005, adv=3.504, sprd=0.023]
Ep 048/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:26,  1.39it/s, loss=0.727, pair=0.006, adv=3.893, sprd=0.023]
Ep 048/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:21,  1.45it/s, loss=0.727, pair=0.006, adv=3.893, sprd=0.023]
Ep 048/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:21,  1.45it/s, loss=0.719, pair=0.003, adv=3.741, sprd=0.021]
Ep 048/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:23,  1.41it/s, loss=0.719, pair=0.003, adv=3.741, sprd=0.021]
Ep 048/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.41it/s, loss=0.753, pair=0.003, adv=3.985, sprd=0.030]
Ep 048/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.48it/s, loss=0.753, pair=0.003, adv=3.985, sprd=0.030]
Ep 048/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.48it/s, loss=0.720, pair=0.001, adv=3.670, sprd=0.023]
Ep 048/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:19,  1.45it/s, loss=0.720, pair=0.001, adv=3.670, sprd=0.023]
Ep 048/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:19,  1.45it/s, loss=0.738, pair=0.000, adv=3.621, sprd=0.027]
Ep 048/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.49it/s, loss=0.738, pair=0.000, adv=3.621, sprd=0.027]
Ep 048/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.49it/s, loss=0.715, pair=0.006, adv=3.521, sprd=0.016]
Ep 048/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:21,  1.39it/s, loss=0.715, pair=0.006, adv=3.521, sprd=0.016]
Ep 048/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:21,  1.39it/s, loss=0.729, pair=0.014, adv=3.616, sprd=0.025]
Ep 048/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:15,  1.49it/s, loss=0.729, pair=0.014, adv=3.616, sprd=0.025]
Ep 048/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.808, pair=0.000, adv=3.897, sprd=0.026]
Ep 048/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:18,  1.42it/s, loss=0.808, pair=0.000, adv=3.897, sprd=0.026]
Ep 048/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.42it/s, loss=0.728, pair=0.001, adv=3.628, sprd=0.023]
Ep 048/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.50it/s, loss=0.728, pair=0.001, adv=3.628, sprd=0.023]
Ep 048/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.50it/s, loss=0.796, pair=0.001, adv=3.644, sprd=0.024]
Ep 048/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.43it/s, loss=0.796, pair=0.001, adv=3.644, sprd=0.024]
Ep 048/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.43it/s, loss=0.715, pair=0.004, adv=3.487, sprd=0.020]
Ep 048/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.52it/s, loss=0.715, pair=0.004, adv=3.487, sprd=0.020]
Ep 048/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:11,  1.52it/s, loss=0.747, pair=0.000, adv=3.760, sprd=0.028]
Ep 048/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:17,  1.39it/s, loss=0.747, pair=0.000, adv=3.760, sprd=0.028]
Ep 048/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:17,  1.39it/s, loss=0.717, pair=0.000, adv=3.764, sprd=0.022]
Ep 048/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.717, pair=0.000, adv=3.764, sprd=0.022]
Ep 048/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.729, pair=0.001, adv=3.526, sprd=0.022]
Ep 048/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:15,  1.41it/s, loss=0.729, pair=0.001, adv=3.526, sprd=0.022]
Ep 048/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.713, pair=0.000, adv=3.702, sprd=0.018]
Ep 048/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:10,  1.49it/s, loss=0.713, pair=0.000, adv=3.702, sprd=0.018]
Ep 048/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.49it/s, loss=0.716, pair=0.005, adv=3.725, sprd=0.019]
Ep 048/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.716, pair=0.005, adv=3.725, sprd=0.019]
Ep 048/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.722, pair=0.001, adv=4.045, sprd=0.021]
Ep 048/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.50it/s, loss=0.722, pair=0.001, adv=4.045, sprd=0.021]
Ep 048/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.50it/s, loss=0.742, pair=0.001, adv=4.010, sprd=0.026]
Ep 048/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:14,  1.37it/s, loss=0.742, pair=0.001, adv=4.010, sprd=0.026]
Ep 048/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:14,  1.37it/s, loss=0.729, pair=0.011, adv=3.472, sprd=0.022]
Ep 048/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:08,  1.48it/s, loss=0.729, pair=0.011, adv=3.472, sprd=0.022]
Ep 048/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:08,  1.48it/s, loss=0.715, pair=0.003, adv=3.877, sprd=0.020]
Ep 048/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.44it/s, loss=0.715, pair=0.003, adv=3.877, sprd=0.020]
Ep 048/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.726, pair=0.002, adv=3.905, sprd=0.022]
Ep 048/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:06,  1.49it/s, loss=0.726, pair=0.002, adv=3.905, sprd=0.022]
Ep 048/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.49it/s, loss=0.816, pair=0.001, adv=3.986, sprd=0.027]
Ep 048/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:09,  1.42it/s, loss=0.816, pair=0.001, adv=3.986, sprd=0.027]
Ep 048/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:09,  1.42it/s, loss=0.722, pair=0.001, adv=4.044, sprd=0.024]
Ep 048/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:05,  1.49it/s, loss=0.722, pair=0.001, adv=4.044, sprd=0.024]
Ep 048/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.49it/s, loss=0.720, pair=0.000, adv=4.049, sprd=0.022]
Ep 048/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.43it/s, loss=0.720, pair=0.000, adv=4.049, sprd=0.022]
Ep 048/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.43it/s, loss=0.722, pair=0.000, adv=3.894, sprd=0.022]
Ep 048/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.49it/s, loss=0.722, pair=0.000, adv=3.894, sprd=0.022]
Ep 048/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.49it/s, loss=0.725, pair=0.000, adv=3.650, sprd=0.023]
Ep 048/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.725, pair=0.000, adv=3.650, sprd=0.023]
Ep 048/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.735, pair=0.001, adv=3.877, sprd=0.027]
Ep 048/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:03,  1.47it/s, loss=0.735, pair=0.001, adv=3.877, sprd=0.027]
Ep 048/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:03,  1.47it/s, loss=0.726, pair=0.000, adv=3.658, sprd=0.023]
Ep 048/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.40it/s, loss=0.726, pair=0.000, adv=3.658, sprd=0.023]
Ep 048/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.40it/s, loss=0.702, pair=0.002, adv=3.911, sprd=0.018]
Ep 048/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.702, pair=0.002, adv=3.911, sprd=0.018]
Ep 048/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.712, pair=0.000, adv=3.663, sprd=0.020]
Ep 048/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.43it/s, loss=0.712, pair=0.000, adv=3.663, sprd=0.020]
Ep 048/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.717, pair=0.001, adv=4.167, sprd=0.022]
Ep 048/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.48it/s, loss=0.717, pair=0.001, adv=4.167, sprd=0.022]
Ep 048/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.48it/s, loss=0.701, pair=0.003, adv=3.525, sprd=0.017]
Ep 048/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.701, pair=0.003, adv=3.525, sprd=0.017]
Ep 048/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.739, pair=0.009, adv=4.002, sprd=0.027]
Ep 048/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.49it/s, loss=0.739, pair=0.009, adv=4.002, sprd=0.027]
Ep 048/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.49it/s, loss=0.728, pair=0.000, adv=3.766, sprd=0.027]
Ep 048/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.728, pair=0.000, adv=3.766, sprd=0.027]
Ep 048/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.750, pair=0.003, adv=3.736, sprd=0.027]
Ep 048/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.48it/s, loss=0.750, pair=0.003, adv=3.736, sprd=0.027]
Ep 048/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.48it/s, loss=0.755, pair=0.005, adv=3.654, sprd=0.030]
Ep 048/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.755, pair=0.005, adv=3.654, sprd=0.030]
Ep 048/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.711, pair=0.005, adv=3.597, sprd=0.016]
Ep 048/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.49it/s, loss=0.711, pair=0.005, adv=3.597, sprd=0.016]
Ep 048/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.734, pair=0.002, adv=3.592, sprd=0.026]
Ep 048/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.43it/s, loss=0.734, pair=0.002, adv=3.592, sprd=0.026]
Ep 048/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.43it/s, loss=0.711, pair=0.001, adv=3.636, sprd=0.020]
Ep 048/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:53,  1.52it/s, loss=0.711, pair=0.001, adv=3.636, sprd=0.020]
Ep 048/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.52it/s, loss=0.713, pair=0.000, adv=3.720, sprd=0.022]
Ep 048/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.45it/s, loss=0.713, pair=0.000, adv=3.720, sprd=0.022]
Ep 048/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.701, pair=0.000, adv=3.690, sprd=0.017]
Ep 048/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.53it/s, loss=0.701, pair=0.000, adv=3.690, sprd=0.017]
Ep 048/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:51,  1.53it/s, loss=0.717, pair=0.003, adv=3.633, sprd=0.020]
Ep 048/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.717, pair=0.003, adv=3.633, sprd=0.020]
Ep 048/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.711, pair=0.004, adv=3.738, sprd=0.019]
Ep 048/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.50it/s, loss=0.711, pair=0.004, adv=3.738, sprd=0.019]
Ep 048/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.735, pair=0.000, adv=3.706, sprd=0.025]
Ep 048/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:54,  1.40it/s, loss=0.735, pair=0.000, adv=3.706, sprd=0.025]
Ep 048/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:54,  1.40it/s, loss=0.723, pair=0.000, adv=4.085, sprd=0.023]
Ep 048/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.50it/s, loss=0.723, pair=0.000, adv=4.085, sprd=0.023]
Ep 048/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.50it/s, loss=0.721, pair=0.000, adv=3.975, sprd=0.022]
Ep 048/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:50,  1.46it/s, loss=0.721, pair=0.000, adv=3.975, sprd=0.022]
Ep 048/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:50,  1.46it/s, loss=0.735, pair=0.001, adv=4.281, sprd=0.024]
Ep 048/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.735, pair=0.001, adv=4.281, sprd=0.024]
Ep 048/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.51it/s, loss=0.728, pair=0.000, adv=3.920, sprd=0.025]
Ep 048/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.46it/s, loss=0.728, pair=0.000, adv=3.920, sprd=0.025]
Ep 048/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.46it/s, loss=0.733, pair=0.004, adv=3.950, sprd=0.025]
Ep 048/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:47,  1.51it/s, loss=0.733, pair=0.004, adv=3.950, sprd=0.025]
Ep 048/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.736, pair=0.007, adv=3.880, sprd=0.024]
Ep 048/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.42it/s, loss=0.736, pair=0.007, adv=3.880, sprd=0.024]
Ep 048/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.42it/s, loss=0.742, pair=0.004, adv=3.635, sprd=0.028]
Ep 048/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:47,  1.47it/s, loss=0.742, pair=0.004, adv=3.635, sprd=0.028]
Ep 048/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:47,  1.47it/s, loss=0.728, pair=0.000, adv=3.681, sprd=0.024]
Ep 048/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.40it/s, loss=0.728, pair=0.000, adv=3.681, sprd=0.024]
Ep 048/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.40it/s, loss=0.733, pair=0.002, adv=3.724, sprd=0.024]
Ep 048/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.46it/s, loss=0.733, pair=0.002, adv=3.724, sprd=0.024]
Ep 048/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.46it/s, loss=0.740, pair=0.001, adv=3.751, sprd=0.027]
Ep 048/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.41it/s, loss=0.740, pair=0.001, adv=3.751, sprd=0.027]
Ep 048/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.41it/s, loss=0.720, pair=0.002, adv=3.807, sprd=0.021]
Ep 048/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.48it/s, loss=0.720, pair=0.002, adv=3.807, sprd=0.021]
Ep 048/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.723, pair=0.000, adv=3.811, sprd=0.023]
Ep 048/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:45,  1.41it/s, loss=0.723, pair=0.000, adv=3.811, sprd=0.023]
Ep 048/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:45,  1.41it/s, loss=0.710, pair=0.004, adv=3.400, sprd=0.020]
Ep 048/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.50it/s, loss=0.710, pair=0.004, adv=3.400, sprd=0.020]
Ep 048/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.50it/s, loss=0.729, pair=0.000, adv=3.654, sprd=0.024]
Ep 048/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.43it/s, loss=0.729, pair=0.000, adv=3.654, sprd=0.024]
Ep 048/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.43it/s, loss=0.715, pair=0.000, adv=3.735, sprd=0.019]
Ep 048/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.49it/s, loss=0.715, pair=0.000, adv=3.735, sprd=0.019]
Ep 048/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.49it/s, loss=0.748, pair=0.003, adv=3.979, sprd=0.029]
Ep 048/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.41it/s, loss=0.748, pair=0.003, adv=3.979, sprd=0.029]
Ep 048/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.41it/s, loss=0.714, pair=0.001, adv=3.813, sprd=0.020]
Ep 048/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.714, pair=0.001, adv=3.813, sprd=0.020]
Ep 048/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.730, pair=0.000, adv=3.656, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.42it/s, loss=0.730, pair=0.000, adv=3.656, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.42it/s, loss=0.714, pair=0.001, adv=3.609, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.49it/s, loss=0.714, pair=0.001, adv=3.609, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.49it/s, loss=0.713, pair=0.001, adv=3.800, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.44it/s, loss=0.713, pair=0.001, adv=3.800, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.44it/s, loss=0.727, pair=0.000, adv=3.933, sprd=0.026]
Ep 048/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.51it/s, loss=0.727, pair=0.000, adv=3.933, sprd=0.026]
Ep 048/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.51it/s, loss=0.731, pair=0.003, adv=3.744, sprd=0.024]
Ep 048/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.45it/s, loss=0.731, pair=0.003, adv=3.744, sprd=0.024]
Ep 048/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.45it/s, loss=0.715, pair=0.001, adv=3.705, sprd=0.020]
Ep 048/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:34,  1.53it/s, loss=0.715, pair=0.001, adv=3.705, sprd=0.020]
Ep 048/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:34,  1.53it/s, loss=0.701, pair=0.006, adv=3.359, sprd=0.017]
Ep 048/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:35,  1.48it/s, loss=0.701, pair=0.006, adv=3.359, sprd=0.017]
Ep 048/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.48it/s, loss=0.739, pair=0.001, adv=3.816, sprd=0.027]
Ep 048/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.54it/s, loss=0.739, pair=0.001, adv=3.816, sprd=0.027]
Ep 048/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.54it/s, loss=0.719, pair=0.000, adv=3.767, sprd=0.023]
Ep 048/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:33,  1.47it/s, loss=0.719, pair=0.000, adv=3.767, sprd=0.023]
Ep 048/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:33,  1.47it/s, loss=0.742, pair=0.001, adv=3.696, sprd=0.027]
Ep 048/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.51it/s, loss=0.742, pair=0.001, adv=3.696, sprd=0.027]
Ep 048/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.51it/s, loss=0.722, pair=0.003, adv=3.730, sprd=0.024]
Ep 048/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:32,  1.48it/s, loss=0.722, pair=0.003, adv=3.730, sprd=0.024]
Ep 048/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:32,  1.48it/s, loss=0.726, pair=0.001, adv=3.677, sprd=0.024]
Ep 048/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:30,  1.54it/s, loss=0.726, pair=0.001, adv=3.677, sprd=0.024]
Ep 048/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:30,  1.54it/s, loss=0.714, pair=0.000, adv=3.865, sprd=0.023]
Ep 048/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:31,  1.44it/s, loss=0.714, pair=0.000, adv=3.865, sprd=0.023]
Ep 048/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.44it/s, loss=0.717, pair=0.004, adv=3.838, sprd=0.021]
Ep 048/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.51it/s, loss=0.717, pair=0.004, adv=3.838, sprd=0.021]
Ep 048/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.798, pair=0.001, adv=3.702, sprd=0.025]
Ep 048/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:29,  1.48it/s, loss=0.798, pair=0.001, adv=3.702, sprd=0.025]
Ep 048/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:29,  1.48it/s, loss=0.710, pair=0.004, adv=3.856, sprd=0.019]
Ep 048/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.53it/s, loss=0.710, pair=0.004, adv=3.856, sprd=0.019]
Ep 048/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.53it/s, loss=0.745, pair=0.023, adv=3.525, sprd=0.024]
Ep 048/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:27,  1.51it/s, loss=0.745, pair=0.023, adv=3.525, sprd=0.024]
Ep 048/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:27,  1.51it/s, loss=0.700, pair=0.001, adv=3.928, sprd=0.017]
Ep 048/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:25,  1.58it/s, loss=0.700, pair=0.001, adv=3.928, sprd=0.017]
Ep 048/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:25,  1.58it/s, loss=0.725, pair=0.000, adv=3.815, sprd=0.023]
Ep 048/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:26,  1.49it/s, loss=0.725, pair=0.000, adv=3.815, sprd=0.023]
Ep 048/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:26,  1.49it/s, loss=0.728, pair=0.002, adv=3.785, sprd=0.025]
Ep 048/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.53it/s, loss=0.728, pair=0.002, adv=3.785, sprd=0.025]
Ep 048/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.53it/s, loss=0.724, pair=0.007, adv=3.701, sprd=0.022]
Ep 048/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:25,  1.48it/s, loss=0.724, pair=0.007, adv=3.701, sprd=0.022]
Ep 048/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:25,  1.48it/s, loss=0.747, pair=0.003, adv=3.869, sprd=0.028]
Ep 048/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.52it/s, loss=0.747, pair=0.003, adv=3.869, sprd=0.028]
Ep 048/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.52it/s, loss=0.719, pair=0.001, adv=3.976, sprd=0.022]
Ep 048/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.44it/s, loss=0.719, pair=0.001, adv=3.976, sprd=0.022]
Ep 048/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.44it/s, loss=0.709, pair=0.007, adv=3.464, sprd=0.019]
Ep 048/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:22,  1.52it/s, loss=0.709, pair=0.007, adv=3.464, sprd=0.019]
Ep 048/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:22,  1.52it/s, loss=0.742, pair=0.004, adv=4.010, sprd=0.026]
Ep 048/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:24,  1.41it/s, loss=0.742, pair=0.004, adv=4.010, sprd=0.026]
Ep 048/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.737, pair=0.008, adv=3.794, sprd=0.025]
Ep 048/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.47it/s, loss=0.737, pair=0.008, adv=3.794, sprd=0.025]
Ep 048/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.47it/s, loss=0.719, pair=0.004, adv=3.925, sprd=0.019]
Ep 048/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.43it/s, loss=0.719, pair=0.004, adv=3.925, sprd=0.019]
Ep 048/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.43it/s, loss=0.731, pair=0.006, adv=4.033, sprd=0.025]
Ep 048/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.49it/s, loss=0.731, pair=0.006, adv=4.033, sprd=0.025]
Ep 048/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=0.717, pair=0.002, adv=3.510, sprd=0.020]
Ep 048/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.44it/s, loss=0.717, pair=0.002, adv=3.510, sprd=0.020]
Ep 048/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.733, pair=0.020, adv=3.678, sprd=0.022]
Ep 048/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.50it/s, loss=0.733, pair=0.020, adv=3.678, sprd=0.022]
Ep 048/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.50it/s, loss=0.711, pair=0.010, adv=3.651, sprd=0.016]
Ep 048/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:19,  1.46it/s, loss=0.711, pair=0.010, adv=3.651, sprd=0.016]
Ep 048/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.46it/s, loss=0.720, pair=0.000, adv=3.688, sprd=0.023]
Ep 048/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:17,  1.50it/s, loss=0.720, pair=0.000, adv=3.688, sprd=0.023]
Ep 048/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.50it/s, loss=0.732, pair=0.005, adv=3.880, sprd=0.025]
Ep 048/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.44it/s, loss=0.732, pair=0.005, adv=3.880, sprd=0.025]
Ep 048/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.44it/s, loss=0.707, pair=0.009, adv=4.013, sprd=0.020]
Ep 048/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:16,  1.52it/s, loss=0.707, pair=0.009, adv=4.013, sprd=0.020]
Ep 048/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.52it/s, loss=0.711, pair=0.000, adv=3.684, sprd=0.021]
Ep 048/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.48it/s, loss=0.711, pair=0.000, adv=3.684, sprd=0.021]
Ep 048/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.48it/s, loss=0.730, pair=0.001, adv=4.050, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.52it/s, loss=0.730, pair=0.001, adv=4.050, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.52it/s, loss=0.736, pair=0.010, adv=4.136, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.43it/s, loss=0.736, pair=0.010, adv=4.136, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.43it/s, loss=0.718, pair=0.002, adv=3.755, sprd=0.021]
Ep 048/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:14,  1.50it/s, loss=0.718, pair=0.002, adv=3.755, sprd=0.021]
Ep 048/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.50it/s, loss=0.737, pair=0.000, adv=4.074, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.43it/s, loss=0.737, pair=0.000, adv=4.074, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.739, pair=0.002, adv=3.917, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.48it/s, loss=0.739, pair=0.002, adv=3.917, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.48it/s, loss=0.747, pair=0.000, adv=3.605, sprd=0.024]
Ep 048/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.39it/s, loss=0.747, pair=0.000, adv=3.605, sprd=0.024]
Ep 048/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.39it/s, loss=0.719, pair=0.000, adv=3.917, sprd=0.022]
Ep 048/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.47it/s, loss=0.719, pair=0.000, adv=3.917, sprd=0.022]
Ep 048/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.705, pair=0.007, adv=3.771, sprd=0.018]
Ep 048/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.42it/s, loss=0.705, pair=0.007, adv=3.771, sprd=0.018]
Ep 048/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.42it/s, loss=0.711, pair=0.000, adv=3.736, sprd=0.022]
Ep 048/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:10,  1.49it/s, loss=0.711, pair=0.000, adv=3.736, sprd=0.022]
Ep 048/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.49it/s, loss=0.718, pair=0.002, adv=3.748, sprd=0.019]
Ep 048/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.43it/s, loss=0.718, pair=0.002, adv=3.748, sprd=0.019]
Ep 048/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.43it/s, loss=0.750, pair=0.000, adv=3.612, sprd=0.027]
Ep 048/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.750, pair=0.000, adv=3.612, sprd=0.027]
Ep 048/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.737, pair=0.007, adv=3.780, sprd=0.027]
Ep 048/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.42it/s, loss=0.737, pair=0.007, adv=3.780, sprd=0.027]
Ep 048/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.733, pair=0.002, adv=3.637, sprd=0.024]
Ep 048/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.48it/s, loss=0.733, pair=0.002, adv=3.637, sprd=0.024]
Ep 048/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.746, pair=0.000, adv=3.973, sprd=0.029]
Ep 048/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.43it/s, loss=0.746, pair=0.000, adv=3.973, sprd=0.029]
Ep 048/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.43it/s, loss=0.750, pair=0.001, adv=3.781, sprd=0.030]
Ep 048/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:06,  1.48it/s, loss=0.750, pair=0.001, adv=3.781, sprd=0.030]
Ep 048/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.732, pair=0.001, adv=3.880, sprd=0.024]
Ep 048/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.38it/s, loss=0.732, pair=0.001, adv=3.880, sprd=0.024]
Ep 048/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.38it/s, loss=0.719, pair=0.000, adv=3.868, sprd=0.022]
Ep 048/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.45it/s, loss=0.719, pair=0.000, adv=3.868, sprd=0.022]
Ep 048/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.45it/s, loss=0.755, pair=0.000, adv=3.381, sprd=0.016]
Ep 048/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.41it/s, loss=0.755, pair=0.000, adv=3.381, sprd=0.016]
Ep 048/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.41it/s, loss=0.750, pair=0.004, adv=3.801, sprd=0.028]
Ep 048/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.46it/s, loss=0.750, pair=0.004, adv=3.801, sprd=0.028]
Ep 048/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.46it/s, loss=0.732, pair=0.001, adv=3.667, sprd=0.026]
Ep 048/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.40it/s, loss=0.732, pair=0.001, adv=3.667, sprd=0.026]
Ep 048/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.40it/s, loss=0.711, pair=0.000, adv=3.864, sprd=0.021]
Ep 048/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.48it/s, loss=0.711, pair=0.000, adv=3.864, sprd=0.021]
Ep 048/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.48it/s, loss=0.727, pair=0.000, adv=3.994, sprd=0.023]
Ep 048/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.43it/s, loss=0.727, pair=0.000, adv=3.994, sprd=0.023]
Ep 048/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.732, pair=0.008, adv=3.914, sprd=0.024]
Ep 048/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.51it/s, loss=0.732, pair=0.008, adv=3.914, sprd=0.024]
Ep 048/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.729, pair=0.000, adv=3.894, sprd=0.024]
Ep 048/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.43it/s, loss=0.729, pair=0.000, adv=3.894, sprd=0.024]
                                                                                                              
Epoch 048/60 [S3:+sens]  loss=0.7273  mat=0.2397  sens=1.0135  pair=0.0033  adv=3.7873(rand=3.37)  deg=0.0067  orth=0.0009  spread=0.0227  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.56e-05  228s

Ep 049/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 049/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.715, pair=0.000, adv=3.704, sprd=0.022]
Ep 049/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:16,  1.14s/it, loss=0.715, pair=0.000, adv=3.704, sprd=0.022]
Ep 049/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:16,  1.14s/it, loss=0.712, pair=0.000, adv=3.896, sprd=0.021]
Ep 049/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:31,  1.22it/s, loss=0.712, pair=0.000, adv=3.896, sprd=0.021]
Ep 049/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:31,  1.22it/s, loss=0.727, pair=0.005, adv=3.644, sprd=0.023]
Ep 049/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:21,  1.26it/s, loss=0.727, pair=0.005, adv=3.644, sprd=0.023]
Ep 049/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:21,  1.26it/s, loss=0.715, pair=0.000, adv=3.924, sprd=0.021]
Ep 049/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.715, pair=0.000, adv=3.924, sprd=0.021]
Ep 049/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.714, pair=0.002, adv=3.892, sprd=0.021]
Ep 049/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:58,  1.37it/s, loss=0.714, pair=0.002, adv=3.892, sprd=0.021]
Ep 049/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:58,  1.37it/s, loss=0.734, pair=0.005, adv=3.806, sprd=0.025]
Ep 049/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:42,  1.47it/s, loss=0.734, pair=0.005, adv=3.806, sprd=0.025]
Ep 049/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:42,  1.47it/s, loss=0.712, pair=0.003, adv=3.917, sprd=0.020]
Ep 049/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.712, pair=0.003, adv=3.917, sprd=0.020]
Ep 049/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.719, pair=0.002, adv=3.947, sprd=0.020]
Ep 049/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:36,  1.50it/s, loss=0.719, pair=0.002, adv=3.947, sprd=0.020]
Ep 049/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:36,  1.50it/s, loss=0.802, pair=0.005, adv=3.787, sprd=0.025]
Ep 049/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:45,  1.44it/s, loss=0.802, pair=0.005, adv=3.787, sprd=0.025]
Ep 049/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:45,  1.44it/s, loss=0.709, pair=0.001, adv=3.825, sprd=0.019]
Ep 049/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.709, pair=0.001, adv=3.825, sprd=0.019]
Ep 049/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.730, pair=0.006, adv=3.800, sprd=0.022]
Ep 049/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:50,  1.40it/s, loss=0.730, pair=0.006, adv=3.800, sprd=0.022]
Ep 049/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.40it/s, loss=0.690, pair=0.000, adv=3.266, sprd=0.019]
Ep 049/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:37,  1.48it/s, loss=0.690, pair=0.000, adv=3.266, sprd=0.019]
Ep 049/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:37,  1.48it/s, loss=0.723, pair=0.004, adv=3.577, sprd=0.021]
Ep 049/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.42it/s, loss=0.723, pair=0.004, adv=3.577, sprd=0.021]
Ep 049/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.42it/s, loss=0.718, pair=0.001, adv=4.130, sprd=0.022]
Ep 049/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:36,  1.48it/s, loss=0.718, pair=0.001, adv=4.130, sprd=0.022]
Ep 049/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:36,  1.48it/s, loss=0.733, pair=0.000, adv=3.589, sprd=0.026]
Ep 049/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:41,  1.44it/s, loss=0.733, pair=0.000, adv=3.589, sprd=0.026]
Ep 049/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:41,  1.44it/s, loss=0.721, pair=0.000, adv=4.230, sprd=0.022]
Ep 049/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:31,  1.50it/s, loss=0.721, pair=0.000, adv=4.230, sprd=0.022]
Ep 049/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:31,  1.50it/s, loss=0.732, pair=0.005, adv=3.955, sprd=0.026]
Ep 049/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.732, pair=0.005, adv=3.955, sprd=0.026]
Ep 049/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.742, pair=0.000, adv=3.718, sprd=0.028]
Ep 049/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:29,  1.50it/s, loss=0.742, pair=0.000, adv=3.718, sprd=0.028]
Ep 049/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:29,  1.50it/s, loss=0.736, pair=0.013, adv=3.581, sprd=0.027]
Ep 049/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:39,  1.43it/s, loss=0.736, pair=0.013, adv=3.581, sprd=0.027]
Ep 049/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:39,  1.43it/s, loss=0.731, pair=0.006, adv=3.462, sprd=0.024]
Ep 049/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:29,  1.50it/s, loss=0.731, pair=0.006, adv=3.462, sprd=0.024]
Ep 049/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.50it/s, loss=0.696, pair=0.003, adv=3.740, sprd=0.015]
Ep 049/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:39,  1.42it/s, loss=0.696, pair=0.003, adv=3.740, sprd=0.015]
Ep 049/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.704, pair=0.010, adv=3.544, sprd=0.019]
Ep 049/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:26,  1.50it/s, loss=0.704, pair=0.010, adv=3.544, sprd=0.019]
Ep 049/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:26,  1.50it/s, loss=0.728, pair=0.000, adv=3.643, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.728, pair=0.000, adv=3.643, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.721, pair=0.004, adv=3.773, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.721, pair=0.004, adv=3.773, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.746, pair=0.003, adv=3.912, sprd=0.030]
Ep 049/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:37,  1.41it/s, loss=0.746, pair=0.003, adv=3.912, sprd=0.030]
Ep 049/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:37,  1.41it/s, loss=0.717, pair=0.012, adv=3.586, sprd=0.019]
Ep 049/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:21,  1.53it/s, loss=0.717, pair=0.012, adv=3.586, sprd=0.019]
Ep 049/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:21,  1.53it/s, loss=0.743, pair=0.001, adv=3.598, sprd=0.024]
Ep 049/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:40,  1.39it/s, loss=0.743, pair=0.001, adv=3.598, sprd=0.024]
Ep 049/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:40,  1.39it/s, loss=0.725, pair=0.000, adv=3.717, sprd=0.023]
Ep 049/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:26,  1.47it/s, loss=0.725, pair=0.000, adv=3.717, sprd=0.023]
Ep 049/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:26,  1.47it/s, loss=0.740, pair=0.000, adv=3.920, sprd=0.026]
Ep 049/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:36,  1.40it/s, loss=0.740, pair=0.000, adv=3.920, sprd=0.026]
Ep 049/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:36,  1.40it/s, loss=0.708, pair=0.007, adv=3.999, sprd=0.019]
Ep 049/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:24,  1.48it/s, loss=0.708, pair=0.007, adv=3.999, sprd=0.019]
Ep 049/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:24,  1.48it/s, loss=0.749, pair=0.006, adv=3.616, sprd=0.026]
Ep 049/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:35,  1.40it/s, loss=0.749, pair=0.006, adv=3.616, sprd=0.026]
Ep 049/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:35,  1.40it/s, loss=0.719, pair=0.001, adv=3.790, sprd=0.020]
Ep 049/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.719, pair=0.001, adv=3.790, sprd=0.020]
Ep 049/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:23,  1.48it/s, loss=0.812, pair=0.004, adv=3.978, sprd=0.028]
Ep 049/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.40it/s, loss=0.812, pair=0.004, adv=3.978, sprd=0.028]
Ep 049/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.40it/s, loss=0.717, pair=0.012, adv=3.568, sprd=0.023]
Ep 049/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:20,  1.49it/s, loss=0.717, pair=0.012, adv=3.568, sprd=0.023]
Ep 049/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:20,  1.49it/s, loss=0.720, pair=0.007, adv=3.735, sprd=0.022]
Ep 049/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:26,  1.44it/s, loss=0.720, pair=0.007, adv=3.735, sprd=0.022]
Ep 049/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:26,  1.44it/s, loss=0.754, pair=0.004, adv=3.954, sprd=0.031]
Ep 049/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.49it/s, loss=0.754, pair=0.004, adv=3.954, sprd=0.031]
Ep 049/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.49it/s, loss=0.748, pair=0.001, adv=3.761, sprd=0.028]
Ep 049/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.42it/s, loss=0.748, pair=0.001, adv=3.761, sprd=0.028]
Ep 049/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.42it/s, loss=0.722, pair=0.004, adv=4.040, sprd=0.023]
Ep 049/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:17,  1.50it/s, loss=0.722, pair=0.004, adv=4.040, sprd=0.023]
Ep 049/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:17,  1.50it/s, loss=0.736, pair=0.000, adv=3.918, sprd=0.026]
Ep 049/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.736, pair=0.000, adv=3.918, sprd=0.026]
Ep 049/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.746, pair=0.000, adv=3.919, sprd=0.028]
Ep 049/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:20,  1.46it/s, loss=0.746, pair=0.000, adv=3.919, sprd=0.028]
Ep 049/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:20,  1.46it/s, loss=0.729, pair=0.001, adv=3.541, sprd=0.024]
Ep 049/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:28,  1.40it/s, loss=0.729, pair=0.001, adv=3.541, sprd=0.024]
Ep 049/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:28,  1.40it/s, loss=0.726, pair=0.012, adv=3.814, sprd=0.022]
Ep 049/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.726, pair=0.012, adv=3.814, sprd=0.022]
Ep 049/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.731, pair=0.002, adv=4.106, sprd=0.025]
Ep 049/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:24,  1.42it/s, loss=0.731, pair=0.002, adv=4.106, sprd=0.025]
Ep 049/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:24,  1.42it/s, loss=0.735, pair=0.004, adv=3.832, sprd=0.027]
Ep 049/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:16,  1.47it/s, loss=0.735, pair=0.004, adv=3.832, sprd=0.027]
Ep 049/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:16,  1.47it/s, loss=0.715, pair=0.001, adv=3.475, sprd=0.019]
Ep 049/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:19,  1.44it/s, loss=0.715, pair=0.001, adv=3.475, sprd=0.019]
Ep 049/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:19,  1.44it/s, loss=0.709, pair=0.002, adv=3.295, sprd=0.017]
Ep 049/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:06,  1.54it/s, loss=0.709, pair=0.002, adv=3.295, sprd=0.017]
Ep 049/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:06,  1.54it/s, loss=0.742, pair=0.001, adv=3.848, sprd=0.027]
Ep 049/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.742, pair=0.001, adv=3.848, sprd=0.027]
Ep 049/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.737, pair=0.000, adv=3.790, sprd=0.027]
Ep 049/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.51it/s, loss=0.737, pair=0.000, adv=3.790, sprd=0.027]
Ep 049/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:09,  1.51it/s, loss=0.786, pair=0.000, adv=4.015, sprd=0.021]
Ep 049/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:16,  1.45it/s, loss=0.786, pair=0.000, adv=4.015, sprd=0.021]
Ep 049/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:16,  1.45it/s, loss=0.711, pair=0.003, adv=3.996, sprd=0.020]
Ep 049/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:03,  1.54it/s, loss=0.711, pair=0.003, adv=3.996, sprd=0.020]
Ep 049/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:03,  1.54it/s, loss=0.705, pair=0.001, adv=3.979, sprd=0.019]
Ep 049/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:12,  1.47it/s, loss=0.705, pair=0.001, adv=3.979, sprd=0.019]
Ep 049/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:12,  1.47it/s, loss=0.741, pair=0.001, adv=3.536, sprd=0.028]
Ep 049/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:04,  1.52it/s, loss=0.741, pair=0.001, adv=3.536, sprd=0.028]
Ep 049/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:04,  1.52it/s, loss=0.734, pair=0.004, adv=3.950, sprd=0.025]
Ep 049/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:11,  1.46it/s, loss=0.734, pair=0.004, adv=3.950, sprd=0.025]
Ep 049/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:11,  1.46it/s, loss=0.710, pair=0.001, adv=3.956, sprd=0.020]
Ep 049/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<02:59,  1.56it/s, loss=0.710, pair=0.001, adv=3.956, sprd=0.020]
Ep 049/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<02:59,  1.56it/s, loss=0.751, pair=0.004, adv=3.976, sprd=0.028]
Ep 049/60 [S3:+sens]:  17%|▍  | 55/333 [00:37<03:09,  1.47it/s, loss=0.751, pair=0.004, adv=3.976, sprd=0.028]
Ep 049/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:09,  1.47it/s, loss=0.718, pair=0.005, adv=3.729, sprd=0.021]
Ep 049/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:00,  1.53it/s, loss=0.718, pair=0.005, adv=3.729, sprd=0.021]
Ep 049/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:00,  1.53it/s, loss=0.722, pair=0.001, adv=3.842, sprd=0.020]
Ep 049/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.722, pair=0.001, adv=3.842, sprd=0.020]
Ep 049/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.728, pair=0.000, adv=4.063, sprd=0.025]
Ep 049/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:03,  1.50it/s, loss=0.728, pair=0.000, adv=4.063, sprd=0.025]
Ep 049/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.718, pair=0.002, adv=4.045, sprd=0.019]
Ep 049/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:10,  1.44it/s, loss=0.718, pair=0.002, adv=4.045, sprd=0.019]
Ep 049/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:10,  1.44it/s, loss=0.714, pair=0.002, adv=3.706, sprd=0.020]
Ep 049/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:59,  1.52it/s, loss=0.714, pair=0.002, adv=3.706, sprd=0.020]
Ep 049/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:59,  1.52it/s, loss=0.764, pair=0.006, adv=3.908, sprd=0.014]
Ep 049/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.47it/s, loss=0.764, pair=0.006, adv=3.908, sprd=0.014]
Ep 049/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.47it/s, loss=0.716, pair=0.001, adv=3.840, sprd=0.019]
Ep 049/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:57,  1.53it/s, loss=0.716, pair=0.001, adv=3.840, sprd=0.019]
Ep 049/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:57,  1.53it/s, loss=0.723, pair=0.002, adv=3.585, sprd=0.022]
Ep 049/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:05,  1.46it/s, loss=0.723, pair=0.002, adv=3.585, sprd=0.022]
Ep 049/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:05,  1.46it/s, loss=0.752, pair=0.005, adv=3.822, sprd=0.030]
Ep 049/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.752, pair=0.005, adv=3.822, sprd=0.030]
Ep 049/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.733, pair=0.000, adv=3.604, sprd=0.022]
Ep 049/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:12,  1.39it/s, loss=0.733, pair=0.000, adv=3.604, sprd=0.022]
Ep 049/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.726, pair=0.000, adv=3.606, sprd=0.024]
Ep 049/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:01,  1.47it/s, loss=0.726, pair=0.000, adv=3.606, sprd=0.024]
Ep 049/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:01,  1.47it/s, loss=0.730, pair=0.000, adv=3.854, sprd=0.025]
Ep 049/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.730, pair=0.000, adv=3.854, sprd=0.025]
Ep 049/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.706, pair=0.006, adv=3.991, sprd=0.017]
Ep 049/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:58,  1.48it/s, loss=0.706, pair=0.006, adv=3.991, sprd=0.017]
Ep 049/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.48it/s, loss=0.722, pair=0.000, adv=3.918, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:12,  1.37it/s, loss=0.722, pair=0.000, adv=3.918, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:12,  1.37it/s, loss=0.724, pair=0.000, adv=3.850, sprd=0.023]
Ep 049/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:58,  1.48it/s, loss=0.724, pair=0.000, adv=3.850, sprd=0.023]
Ep 049/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:58,  1.48it/s, loss=0.791, pair=0.004, adv=4.065, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:01,  1.44it/s, loss=0.791, pair=0.004, adv=4.065, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:01,  1.44it/s, loss=0.736, pair=0.005, adv=3.711, sprd=0.025]
Ep 049/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:54,  1.50it/s, loss=0.736, pair=0.005, adv=3.711, sprd=0.025]
Ep 049/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:54,  1.50it/s, loss=0.728, pair=0.005, adv=3.742, sprd=0.022]
Ep 049/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.43it/s, loss=0.728, pair=0.005, adv=3.742, sprd=0.022]
Ep 049/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.43it/s, loss=0.721, pair=0.001, adv=4.074, sprd=0.024]
Ep 049/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:52,  1.50it/s, loss=0.721, pair=0.001, adv=4.074, sprd=0.024]
Ep 049/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.713, pair=0.003, adv=4.014, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:58,  1.44it/s, loss=0.713, pair=0.003, adv=4.014, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:58,  1.44it/s, loss=0.717, pair=0.003, adv=3.898, sprd=0.024]
Ep 049/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:48,  1.52it/s, loss=0.717, pair=0.003, adv=3.898, sprd=0.024]
Ep 049/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:48,  1.52it/s, loss=0.715, pair=0.008, adv=3.857, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.715, pair=0.008, adv=3.857, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.745, pair=0.008, adv=3.896, sprd=0.026]
Ep 049/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:49,  1.51it/s, loss=0.745, pair=0.008, adv=3.896, sprd=0.026]
Ep 049/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.51it/s, loss=0.715, pair=0.004, adv=3.891, sprd=0.020]
Ep 049/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.715, pair=0.004, adv=3.891, sprd=0.020]
Ep 049/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:56,  1.44it/s, loss=0.741, pair=0.004, adv=3.953, sprd=0.027]
Ep 049/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:49,  1.50it/s, loss=0.741, pair=0.004, adv=3.953, sprd=0.027]
Ep 049/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:49,  1.50it/s, loss=0.727, pair=0.004, adv=3.439, sprd=0.024]
Ep 049/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:55,  1.43it/s, loss=0.727, pair=0.004, adv=3.439, sprd=0.024]
Ep 049/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:55,  1.43it/s, loss=0.729, pair=0.003, adv=4.019, sprd=0.022]
Ep 049/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:47,  1.50it/s, loss=0.729, pair=0.003, adv=4.019, sprd=0.022]
Ep 049/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:47,  1.50it/s, loss=0.731, pair=0.004, adv=4.125, sprd=0.025]
Ep 049/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.731, pair=0.004, adv=4.125, sprd=0.025]
Ep 049/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.707, pair=0.000, adv=3.621, sprd=0.018]
Ep 049/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:44,  1.51it/s, loss=0.707, pair=0.000, adv=3.621, sprd=0.018]
Ep 049/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:44,  1.51it/s, loss=0.723, pair=0.007, adv=3.563, sprd=0.023]
Ep 049/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:56,  1.41it/s, loss=0.723, pair=0.007, adv=3.563, sprd=0.023]
Ep 049/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:56,  1.41it/s, loss=0.729, pair=0.007, adv=3.957, sprd=0.025]
Ep 049/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:48,  1.46it/s, loss=0.729, pair=0.007, adv=3.957, sprd=0.025]
Ep 049/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:48,  1.46it/s, loss=0.745, pair=0.002, adv=4.026, sprd=0.028]
Ep 049/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:55,  1.40it/s, loss=0.745, pair=0.002, adv=4.026, sprd=0.028]
Ep 049/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.743, pair=0.002, adv=3.895, sprd=0.029]
Ep 049/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:48,  1.46it/s, loss=0.743, pair=0.002, adv=3.895, sprd=0.029]
Ep 049/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:48,  1.46it/s, loss=0.706, pair=0.000, adv=3.690, sprd=0.021]
Ep 049/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.706, pair=0.000, adv=3.690, sprd=0.021]
Ep 049/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.733, pair=0.004, adv=4.044, sprd=0.027]
Ep 049/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:44,  1.48it/s, loss=0.733, pair=0.004, adv=4.044, sprd=0.027]
Ep 049/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.48it/s, loss=0.759, pair=0.007, adv=3.751, sprd=0.030]
Ep 049/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:57,  1.36it/s, loss=0.759, pair=0.007, adv=3.751, sprd=0.030]
Ep 049/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.36it/s, loss=0.742, pair=0.004, adv=3.883, sprd=0.025]
Ep 049/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:47,  1.44it/s, loss=0.742, pair=0.004, adv=3.883, sprd=0.025]
Ep 049/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:47,  1.44it/s, loss=0.714, pair=0.006, adv=3.874, sprd=0.020]
Ep 049/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:51,  1.40it/s, loss=0.714, pair=0.006, adv=3.874, sprd=0.020]
Ep 049/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:51,  1.40it/s, loss=0.710, pair=0.000, adv=3.722, sprd=0.019]
Ep 049/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:42,  1.47it/s, loss=0.710, pair=0.000, adv=3.722, sprd=0.019]
Ep 049/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.736, pair=0.000, adv=3.463, sprd=0.027]
Ep 049/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:49,  1.41it/s, loss=0.736, pair=0.000, adv=3.463, sprd=0.027]
Ep 049/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:49,  1.41it/s, loss=0.730, pair=0.003, adv=3.784, sprd=0.024]
Ep 049/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.47it/s, loss=0.730, pair=0.003, adv=3.784, sprd=0.024]
Ep 049/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.47it/s, loss=0.720, pair=0.003, adv=3.721, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:45,  1.42it/s, loss=0.720, pair=0.003, adv=3.721, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:45,  1.42it/s, loss=0.724, pair=0.001, adv=3.907, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:37,  1.49it/s, loss=0.724, pair=0.001, adv=3.907, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.49it/s, loss=0.718, pair=0.000, adv=4.136, sprd=0.022]
Ep 049/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.718, pair=0.000, adv=4.136, sprd=0.022]
Ep 049/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.710, pair=0.000, adv=3.761, sprd=0.019]
Ep 049/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.710, pair=0.000, adv=3.761, sprd=0.019]
Ep 049/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.728, pair=0.001, adv=3.941, sprd=0.024]
Ep 049/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.46it/s, loss=0.728, pair=0.001, adv=3.941, sprd=0.024]
Ep 049/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.46it/s, loss=0.708, pair=0.011, adv=3.641, sprd=0.017]
Ep 049/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:30,  1.54it/s, loss=0.708, pair=0.011, adv=3.641, sprd=0.017]
Ep 049/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:30,  1.54it/s, loss=0.723, pair=0.000, adv=3.743, sprd=0.018]
Ep 049/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:43,  1.41it/s, loss=0.723, pair=0.000, adv=3.743, sprd=0.018]
Ep 049/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:43,  1.41it/s, loss=0.717, pair=0.001, adv=3.809, sprd=0.019]
Ep 049/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.49it/s, loss=0.717, pair=0.001, adv=3.809, sprd=0.019]
Ep 049/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.713, pair=0.000, adv=4.147, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.713, pair=0.000, adv=4.147, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.723, pair=0.020, adv=3.672, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:28,  1.52it/s, loss=0.723, pair=0.020, adv=3.672, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:28,  1.52it/s, loss=0.771, pair=0.000, adv=3.987, sprd=0.019]
Ep 049/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:35,  1.45it/s, loss=0.771, pair=0.000, adv=3.987, sprd=0.019]
Ep 049/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.45it/s, loss=0.719, pair=0.009, adv=3.753, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.50it/s, loss=0.719, pair=0.009, adv=3.753, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.50it/s, loss=0.715, pair=0.005, adv=3.792, sprd=0.019]
Ep 049/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:36,  1.43it/s, loss=0.715, pair=0.005, adv=3.792, sprd=0.019]
Ep 049/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:36,  1.43it/s, loss=0.732, pair=0.007, adv=3.668, sprd=0.026]
Ep 049/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:29,  1.49it/s, loss=0.732, pair=0.007, adv=3.668, sprd=0.026]
Ep 049/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:29,  1.49it/s, loss=0.715, pair=0.003, adv=3.890, sprd=0.021]
Ep 049/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.715, pair=0.003, adv=3.890, sprd=0.021]
Ep 049/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.726, pair=0.007, adv=4.161, sprd=0.022]
Ep 049/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:28,  1.49it/s, loss=0.726, pair=0.007, adv=4.161, sprd=0.022]
Ep 049/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:28,  1.49it/s, loss=0.705, pair=0.006, adv=3.715, sprd=0.016]
Ep 049/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:39,  1.38it/s, loss=0.705, pair=0.006, adv=3.715, sprd=0.016]
Ep 049/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:39,  1.38it/s, loss=0.727, pair=0.002, adv=4.183, sprd=0.025]
Ep 049/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:30,  1.46it/s, loss=0.727, pair=0.002, adv=4.183, sprd=0.025]
Ep 049/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:30,  1.46it/s, loss=0.737, pair=0.002, adv=3.888, sprd=0.025]
Ep 049/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:41,  1.35it/s, loss=0.737, pair=0.002, adv=3.888, sprd=0.025]
Ep 049/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:41,  1.35it/s, loss=0.742, pair=0.007, adv=3.485, sprd=0.028]
Ep 049/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:30,  1.44it/s, loss=0.742, pair=0.007, adv=3.485, sprd=0.028]
Ep 049/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:30,  1.44it/s, loss=0.726, pair=0.005, adv=3.500, sprd=0.023]
Ep 049/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:35,  1.39it/s, loss=0.726, pair=0.005, adv=3.500, sprd=0.023]
Ep 049/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:35,  1.39it/s, loss=0.732, pair=0.003, adv=3.647, sprd=0.022]
Ep 049/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:27,  1.46it/s, loss=0.732, pair=0.003, adv=3.647, sprd=0.022]
Ep 049/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:27,  1.46it/s, loss=0.739, pair=0.005, adv=3.945, sprd=0.025]
Ep 049/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:35,  1.38it/s, loss=0.739, pair=0.005, adv=3.945, sprd=0.025]
Ep 049/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:35,  1.38it/s, loss=0.707, pair=0.001, adv=3.494, sprd=0.019]
Ep 049/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:23,  1.49it/s, loss=0.707, pair=0.001, adv=3.494, sprd=0.019]
Ep 049/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.49it/s, loss=0.800, pair=0.004, adv=3.728, sprd=0.024]
Ep 049/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.44it/s, loss=0.800, pair=0.004, adv=3.728, sprd=0.024]
Ep 049/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:27,  1.44it/s, loss=0.726, pair=0.011, adv=3.841, sprd=0.024]
Ep 049/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.726, pair=0.011, adv=3.841, sprd=0.024]
Ep 049/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.726, pair=0.001, adv=3.816, sprd=0.022]
Ep 049/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:25,  1.44it/s, loss=0.726, pair=0.001, adv=3.816, sprd=0.022]
Ep 049/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:25,  1.44it/s, loss=0.730, pair=0.003, adv=4.041, sprd=0.022]
Ep 049/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.730, pair=0.003, adv=4.041, sprd=0.022]
Ep 049/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:17,  1.52it/s, loss=0.727, pair=0.002, adv=3.524, sprd=0.023]
Ep 049/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:22,  1.46it/s, loss=0.727, pair=0.002, adv=3.524, sprd=0.023]
Ep 049/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:22,  1.46it/s, loss=0.752, pair=0.008, adv=3.957, sprd=0.031]
Ep 049/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:18,  1.50it/s, loss=0.752, pair=0.008, adv=3.957, sprd=0.031]
Ep 049/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.50it/s, loss=0.740, pair=0.003, adv=4.014, sprd=0.025]
Ep 049/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:26,  1.41it/s, loss=0.740, pair=0.003, adv=4.014, sprd=0.025]
Ep 049/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:26,  1.41it/s, loss=0.724, pair=0.004, adv=3.763, sprd=0.022]
Ep 049/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.48it/s, loss=0.724, pair=0.004, adv=3.763, sprd=0.022]
Ep 049/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.48it/s, loss=0.720, pair=0.007, adv=3.576, sprd=0.024]
Ep 049/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:24,  1.42it/s, loss=0.720, pair=0.007, adv=3.576, sprd=0.024]
Ep 049/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:24,  1.42it/s, loss=0.756, pair=0.005, adv=3.701, sprd=0.031]
Ep 049/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:18,  1.47it/s, loss=0.756, pair=0.005, adv=3.701, sprd=0.031]
Ep 049/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:18,  1.47it/s, loss=0.716, pair=0.001, adv=3.757, sprd=0.020]
Ep 049/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.44it/s, loss=0.716, pair=0.001, adv=3.757, sprd=0.020]
Ep 049/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.44it/s, loss=0.724, pair=0.005, adv=3.798, sprd=0.022]
Ep 049/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.50it/s, loss=0.724, pair=0.005, adv=3.798, sprd=0.022]
Ep 049/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.50it/s, loss=0.715, pair=0.003, adv=3.781, sprd=0.019]
Ep 049/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:20,  1.43it/s, loss=0.715, pair=0.003, adv=3.781, sprd=0.019]
Ep 049/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.43it/s, loss=0.714, pair=0.020, adv=3.618, sprd=0.017]
Ep 049/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:11,  1.51it/s, loss=0.714, pair=0.020, adv=3.618, sprd=0.017]
Ep 049/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:11,  1.51it/s, loss=0.720, pair=0.007, adv=3.863, sprd=0.022]
Ep 049/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:16,  1.46it/s, loss=0.720, pair=0.007, adv=3.863, sprd=0.022]
Ep 049/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.46it/s, loss=0.710, pair=0.005, adv=3.533, sprd=0.019]
Ep 049/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.52it/s, loss=0.710, pair=0.005, adv=3.533, sprd=0.019]
Ep 049/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:09,  1.52it/s, loss=0.741, pair=0.004, adv=3.623, sprd=0.027]
Ep 049/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.45it/s, loss=0.741, pair=0.004, adv=3.623, sprd=0.027]
Ep 049/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.45it/s, loss=0.701, pair=0.007, adv=3.565, sprd=0.018]
Ep 049/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:07,  1.54it/s, loss=0.701, pair=0.007, adv=3.565, sprd=0.018]
Ep 049/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:07,  1.54it/s, loss=0.721, pair=0.008, adv=3.758, sprd=0.021]
Ep 049/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:13,  1.45it/s, loss=0.721, pair=0.008, adv=3.758, sprd=0.021]
Ep 049/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:13,  1.45it/s, loss=0.717, pair=0.009, adv=3.608, sprd=0.023]
Ep 049/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:06,  1.53it/s, loss=0.717, pair=0.009, adv=3.608, sprd=0.023]
Ep 049/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:06,  1.53it/s, loss=0.734, pair=0.007, adv=3.584, sprd=0.023]
Ep 049/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:14,  1.43it/s, loss=0.734, pair=0.007, adv=3.584, sprd=0.023]
Ep 049/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:14,  1.43it/s, loss=0.742, pair=0.004, adv=3.454, sprd=0.024]
Ep 049/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:08,  1.49it/s, loss=0.742, pair=0.004, adv=3.454, sprd=0.024]
Ep 049/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.49it/s, loss=0.722, pair=0.003, adv=3.608, sprd=0.023]
Ep 049/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.43it/s, loss=0.722, pair=0.003, adv=3.608, sprd=0.023]
Ep 049/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.43it/s, loss=0.713, pair=0.007, adv=3.674, sprd=0.020]
Ep 049/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:06,  1.49it/s, loss=0.713, pair=0.007, adv=3.674, sprd=0.020]
Ep 049/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:06,  1.49it/s, loss=0.712, pair=0.003, adv=3.882, sprd=0.018]
Ep 049/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:12,  1.42it/s, loss=0.712, pair=0.003, adv=3.882, sprd=0.018]
Ep 049/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.734, pair=0.007, adv=3.906, sprd=0.027]
Ep 049/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.47it/s, loss=0.734, pair=0.007, adv=3.906, sprd=0.027]
Ep 049/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.47it/s, loss=0.725, pair=0.017, adv=3.752, sprd=0.023]
Ep 049/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.42it/s, loss=0.725, pair=0.017, adv=3.752, sprd=0.023]
Ep 049/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.42it/s, loss=0.718, pair=0.002, adv=3.615, sprd=0.022]
Ep 049/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:02,  1.50it/s, loss=0.718, pair=0.002, adv=3.615, sprd=0.022]
Ep 049/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.50it/s, loss=0.703, pair=0.006, adv=3.758, sprd=0.019]
Ep 049/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:07,  1.45it/s, loss=0.703, pair=0.006, adv=3.758, sprd=0.019]
Ep 049/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:07,  1.45it/s, loss=0.716, pair=0.003, adv=3.812, sprd=0.024]
Ep 049/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.716, pair=0.003, adv=3.812, sprd=0.024]
Ep 049/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.734, pair=0.001, adv=3.685, sprd=0.023]
Ep 049/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:07,  1.43it/s, loss=0.734, pair=0.001, adv=3.685, sprd=0.023]
Ep 049/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:07,  1.43it/s, loss=0.724, pair=0.001, adv=3.852, sprd=0.026]
Ep 049/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.48it/s, loss=0.724, pair=0.001, adv=3.852, sprd=0.026]
Ep 049/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.48it/s, loss=0.763, pair=0.001, adv=4.024, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:10,  1.38it/s, loss=0.763, pair=0.001, adv=4.024, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:10,  1.38it/s, loss=0.745, pair=0.003, adv=3.862, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:03,  1.45it/s, loss=0.745, pair=0.003, adv=3.862, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:03,  1.45it/s, loss=0.794, pair=0.002, adv=3.683, sprd=0.022]
Ep 049/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:06,  1.40it/s, loss=0.794, pair=0.002, adv=3.683, sprd=0.022]
Ep 049/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:06,  1.40it/s, loss=0.728, pair=0.003, adv=3.781, sprd=0.024]
Ep 049/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:02,  1.45it/s, loss=0.728, pair=0.003, adv=3.781, sprd=0.024]
Ep 049/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:02,  1.45it/s, loss=0.720, pair=0.002, adv=3.668, sprd=0.019]
Ep 049/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:06,  1.39it/s, loss=0.720, pair=0.002, adv=3.668, sprd=0.019]
Ep 049/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:06,  1.39it/s, loss=0.734, pair=0.006, adv=3.776, sprd=0.024]
Ep 049/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.47it/s, loss=0.734, pair=0.006, adv=3.776, sprd=0.024]
Ep 049/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.742, pair=0.000, adv=3.882, sprd=0.028]
Ep 049/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.742, pair=0.000, adv=3.882, sprd=0.028]
Ep 049/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:03,  1.41it/s, loss=0.743, pair=0.000, adv=3.979, sprd=0.030]
Ep 049/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.743, pair=0.000, adv=3.979, sprd=0.030]
Ep 049/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.705, pair=0.005, adv=3.791, sprd=0.016]
Ep 049/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.43it/s, loss=0.705, pair=0.005, adv=3.791, sprd=0.016]
Ep 049/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.723, pair=0.000, adv=3.737, sprd=0.024]
Ep 049/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.723, pair=0.000, adv=3.737, sprd=0.024]
Ep 049/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.749, pair=0.002, adv=3.777, sprd=0.027]
Ep 049/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.749, pair=0.002, adv=3.777, sprd=0.027]
Ep 049/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.737, pair=0.002, adv=3.622, sprd=0.027]
Ep 049/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:55,  1.47it/s, loss=0.737, pair=0.002, adv=3.622, sprd=0.027]
Ep 049/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.47it/s, loss=0.744, pair=0.007, adv=3.668, sprd=0.025]
Ep 049/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<02:01,  1.39it/s, loss=0.744, pair=0.007, adv=3.668, sprd=0.025]
Ep 049/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:01,  1.39it/s, loss=0.720, pair=0.001, adv=4.215, sprd=0.022]
Ep 049/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:54,  1.46it/s, loss=0.720, pair=0.001, adv=4.215, sprd=0.022]
Ep 049/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:54,  1.46it/s, loss=0.752, pair=0.000, adv=3.686, sprd=0.026]
Ep 049/60 [S3:+sens]:  50%|█ | 167/333 [01:55<02:00,  1.38it/s, loss=0.752, pair=0.000, adv=3.686, sprd=0.026]
Ep 049/60 [S3:+sens]:  50%|█ | 167/333 [01:55<02:00,  1.38it/s, loss=0.731, pair=0.000, adv=3.660, sprd=0.024]
Ep 049/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:53,  1.46it/s, loss=0.731, pair=0.000, adv=3.660, sprd=0.024]
Ep 049/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:53,  1.46it/s, loss=0.714, pair=0.001, adv=3.893, sprd=0.020]
Ep 049/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:59,  1.38it/s, loss=0.714, pair=0.001, adv=3.893, sprd=0.020]
Ep 049/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:59,  1.38it/s, loss=0.726, pair=0.001, adv=3.631, sprd=0.024]
Ep 049/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:52,  1.45it/s, loss=0.726, pair=0.001, adv=3.631, sprd=0.024]
Ep 049/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:52,  1.45it/s, loss=0.716, pair=0.002, adv=3.835, sprd=0.020]
Ep 049/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:54,  1.42it/s, loss=0.716, pair=0.002, adv=3.835, sprd=0.020]
Ep 049/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.724, pair=0.000, adv=3.965, sprd=0.023]
Ep 049/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.49it/s, loss=0.724, pair=0.000, adv=3.965, sprd=0.023]
Ep 049/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.49it/s, loss=0.713, pair=0.000, adv=3.824, sprd=0.022]
Ep 049/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.43it/s, loss=0.713, pair=0.000, adv=3.824, sprd=0.022]
Ep 049/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.43it/s, loss=0.728, pair=0.003, adv=3.583, sprd=0.023]
Ep 049/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.49it/s, loss=0.728, pair=0.003, adv=3.583, sprd=0.023]
Ep 049/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.49it/s, loss=0.786, pair=0.002, adv=4.056, sprd=0.020]
Ep 049/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:51,  1.42it/s, loss=0.786, pair=0.002, adv=4.056, sprd=0.020]
Ep 049/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.42it/s, loss=0.782, pair=0.008, adv=3.445, sprd=0.036]
Ep 049/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.782, pair=0.008, adv=3.445, sprd=0.036]
Ep 049/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:47,  1.46it/s, loss=0.726, pair=0.010, adv=3.699, sprd=0.019]
Ep 049/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.726, pair=0.010, adv=3.699, sprd=0.019]
Ep 049/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.752, pair=0.004, adv=3.673, sprd=0.031]
Ep 049/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.46it/s, loss=0.752, pair=0.004, adv=3.673, sprd=0.031]
Ep 049/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.46it/s, loss=0.746, pair=0.018, adv=3.751, sprd=0.024]
Ep 049/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.44it/s, loss=0.746, pair=0.018, adv=3.751, sprd=0.024]
Ep 049/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.44it/s, loss=0.756, pair=0.007, adv=3.886, sprd=0.029]
Ep 049/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.756, pair=0.007, adv=3.886, sprd=0.029]
Ep 049/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.726, pair=0.001, adv=3.928, sprd=0.022]
Ep 049/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:49,  1.39it/s, loss=0.726, pair=0.001, adv=3.928, sprd=0.022]
Ep 049/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:49,  1.39it/s, loss=0.740, pair=0.004, adv=3.756, sprd=0.027]
Ep 049/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.45it/s, loss=0.740, pair=0.004, adv=3.756, sprd=0.027]
Ep 049/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:43,  1.45it/s, loss=0.803, pair=0.012, adv=3.800, sprd=0.026]
Ep 049/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.803, pair=0.012, adv=3.800, sprd=0.026]
Ep 049/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.743, pair=0.002, adv=3.574, sprd=0.028]
Ep 049/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.50it/s, loss=0.743, pair=0.002, adv=3.574, sprd=0.028]
Ep 049/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.50it/s, loss=0.740, pair=0.003, adv=3.649, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:46,  1.39it/s, loss=0.740, pair=0.003, adv=3.649, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:46,  1.39it/s, loss=0.728, pair=0.000, adv=3.845, sprd=0.025]
Ep 049/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.728, pair=0.000, adv=3.845, sprd=0.025]
Ep 049/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.721, pair=0.001, adv=3.831, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:41,  1.44it/s, loss=0.721, pair=0.001, adv=3.831, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.723, pair=0.002, adv=3.661, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:36,  1.50it/s, loss=0.723, pair=0.002, adv=3.661, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:36,  1.50it/s, loss=0.692, pair=0.007, adv=3.640, sprd=0.013]
Ep 049/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.48it/s, loss=0.692, pair=0.007, adv=3.640, sprd=0.013]
Ep 049/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.48it/s, loss=0.722, pair=0.003, adv=3.856, sprd=0.021]
Ep 049/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.52it/s, loss=0.722, pair=0.003, adv=3.856, sprd=0.021]
Ep 049/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.52it/s, loss=0.737, pair=0.003, adv=3.516, sprd=0.027]
Ep 049/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.737, pair=0.003, adv=3.516, sprd=0.027]
Ep 049/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.45it/s, loss=0.739, pair=0.001, adv=3.925, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.739, pair=0.001, adv=3.925, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.728, pair=0.006, adv=4.047, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.728, pair=0.006, adv=4.047, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.727, pair=0.000, adv=3.659, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.51it/s, loss=0.727, pair=0.000, adv=3.659, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.51it/s, loss=0.739, pair=0.000, adv=3.922, sprd=0.026]
Ep 049/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.739, pair=0.000, adv=3.922, sprd=0.026]
Ep 049/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.743, pair=0.004, adv=4.013, sprd=0.029]
Ep 049/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.49it/s, loss=0.743, pair=0.004, adv=4.013, sprd=0.029]
Ep 049/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.49it/s, loss=0.764, pair=0.002, adv=4.110, sprd=0.033]
Ep 049/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.764, pair=0.002, adv=4.110, sprd=0.033]
Ep 049/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.714, pair=0.010, adv=3.603, sprd=0.021]
Ep 049/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.50it/s, loss=0.714, pair=0.010, adv=3.603, sprd=0.021]
Ep 049/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:30,  1.50it/s, loss=0.720, pair=0.007, adv=3.574, sprd=0.019]
Ep 049/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.41it/s, loss=0.720, pair=0.007, adv=3.574, sprd=0.019]
Ep 049/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.41it/s, loss=0.716, pair=0.000, adv=3.850, sprd=0.022]
Ep 049/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.716, pair=0.000, adv=3.850, sprd=0.022]
Ep 049/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.742, pair=0.005, adv=3.910, sprd=0.026]
Ep 049/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.742, pair=0.005, adv=3.910, sprd=0.026]
Ep 049/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:31,  1.44it/s, loss=0.692, pair=0.000, adv=3.801, sprd=0.017]
Ep 049/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.53it/s, loss=0.692, pair=0.000, adv=3.801, sprd=0.017]
Ep 049/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.53it/s, loss=0.738, pair=0.009, adv=3.774, sprd=0.025]
Ep 049/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.43it/s, loss=0.738, pair=0.009, adv=3.774, sprd=0.025]
Ep 049/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.43it/s, loss=0.744, pair=0.008, adv=3.828, sprd=0.028]
Ep 049/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.48it/s, loss=0.744, pair=0.008, adv=3.828, sprd=0.028]
Ep 049/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:26,  1.48it/s, loss=0.745, pair=0.002, adv=3.891, sprd=0.026]
Ep 049/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.42it/s, loss=0.745, pair=0.002, adv=3.891, sprd=0.026]
Ep 049/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.42it/s, loss=0.732, pair=0.000, adv=3.827, sprd=0.025]
Ep 049/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:25,  1.48it/s, loss=0.732, pair=0.000, adv=3.827, sprd=0.025]
Ep 049/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.708, pair=0.003, adv=3.812, sprd=0.018]
Ep 049/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.708, pair=0.003, adv=3.812, sprd=0.018]
Ep 049/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.42it/s, loss=0.722, pair=0.004, adv=3.896, sprd=0.022]
Ep 049/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.48it/s, loss=0.722, pair=0.004, adv=3.896, sprd=0.022]
Ep 049/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.48it/s, loss=0.707, pair=0.005, adv=4.016, sprd=0.019]
Ep 049/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.47it/s, loss=0.707, pair=0.005, adv=4.016, sprd=0.019]
Ep 049/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:24,  1.47it/s, loss=0.752, pair=0.000, adv=3.955, sprd=0.031]
Ep 049/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.51it/s, loss=0.752, pair=0.000, adv=3.955, sprd=0.031]
Ep 049/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:21,  1.51it/s, loss=0.740, pair=0.000, adv=3.963, sprd=0.026]
Ep 049/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.740, pair=0.000, adv=3.963, sprd=0.026]
Ep 049/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.733, pair=0.000, adv=3.942, sprd=0.026]
Ep 049/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.733, pair=0.000, adv=3.942, sprd=0.026]
Ep 049/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.728, pair=0.006, adv=3.683, sprd=0.025]
Ep 049/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.44it/s, loss=0.728, pair=0.006, adv=3.683, sprd=0.025]
Ep 049/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.44it/s, loss=0.728, pair=0.000, adv=3.683, sprd=0.022]
Ep 049/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.49it/s, loss=0.728, pair=0.000, adv=3.683, sprd=0.022]
Ep 049/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.49it/s, loss=0.720, pair=0.003, adv=3.836, sprd=0.019]
Ep 049/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.720, pair=0.003, adv=3.836, sprd=0.019]
Ep 049/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.742, pair=0.012, adv=3.788, sprd=0.028]
Ep 049/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.47it/s, loss=0.742, pair=0.012, adv=3.788, sprd=0.028]
Ep 049/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:19,  1.47it/s, loss=0.716, pair=0.000, adv=3.699, sprd=0.022]
Ep 049/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.716, pair=0.000, adv=3.699, sprd=0.022]
Ep 049/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:21,  1.43it/s, loss=0.741, pair=0.001, adv=3.446, sprd=0.027]
Ep 049/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.741, pair=0.001, adv=3.446, sprd=0.027]
Ep 049/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.730, pair=0.001, adv=3.976, sprd=0.025]
Ep 049/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:20,  1.42it/s, loss=0.730, pair=0.001, adv=3.976, sprd=0.025]
Ep 049/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:20,  1.42it/s, loss=0.725, pair=0.001, adv=4.106, sprd=0.023]
Ep 049/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.725, pair=0.001, adv=4.106, sprd=0.023]
Ep 049/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.49it/s, loss=0.732, pair=0.001, adv=3.738, sprd=0.026]
Ep 049/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.732, pair=0.001, adv=3.738, sprd=0.026]
Ep 049/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.716, pair=0.002, adv=3.898, sprd=0.019]
Ep 049/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.50it/s, loss=0.716, pair=0.002, adv=3.898, sprd=0.019]
Ep 049/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.50it/s, loss=0.749, pair=0.002, adv=3.659, sprd=0.028]
Ep 049/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.43it/s, loss=0.749, pair=0.002, adv=3.659, sprd=0.028]
Ep 049/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.43it/s, loss=0.729, pair=0.000, adv=3.954, sprd=0.023]
Ep 049/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.50it/s, loss=0.729, pair=0.000, adv=3.954, sprd=0.023]
Ep 049/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.50it/s, loss=0.723, pair=0.005, adv=3.799, sprd=0.023]
Ep 049/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.42it/s, loss=0.723, pair=0.005, adv=3.799, sprd=0.023]
Ep 049/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.705, pair=0.001, adv=3.825, sprd=0.020]
Ep 049/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.50it/s, loss=0.705, pair=0.001, adv=3.825, sprd=0.020]
Ep 049/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:11,  1.50it/s, loss=0.709, pair=0.004, adv=4.248, sprd=0.017]
Ep 049/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.709, pair=0.004, adv=4.248, sprd=0.017]
Ep 049/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.745, pair=0.003, adv=3.919, sprd=0.025]
Ep 049/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.46it/s, loss=0.745, pair=0.003, adv=3.919, sprd=0.025]
Ep 049/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.46it/s, loss=0.722, pair=0.008, adv=3.899, sprd=0.024]
Ep 049/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:14,  1.40it/s, loss=0.722, pair=0.008, adv=3.899, sprd=0.024]
Ep 049/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:14,  1.40it/s, loss=0.707, pair=0.009, adv=3.765, sprd=0.017]
Ep 049/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.49it/s, loss=0.707, pair=0.009, adv=3.765, sprd=0.017]
Ep 049/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:09,  1.49it/s, loss=0.719, pair=0.005, adv=3.590, sprd=0.020]
Ep 049/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.719, pair=0.005, adv=3.590, sprd=0.020]
Ep 049/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.729, pair=0.001, adv=3.656, sprd=0.024]
Ep 049/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:08,  1.48it/s, loss=0.729, pair=0.001, adv=3.656, sprd=0.024]
Ep 049/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.48it/s, loss=0.752, pair=0.004, adv=3.634, sprd=0.028]
Ep 049/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.41it/s, loss=0.752, pair=0.004, adv=3.634, sprd=0.028]
Ep 049/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.41it/s, loss=0.723, pair=0.003, adv=3.775, sprd=0.024]
Ep 049/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.48it/s, loss=0.723, pair=0.003, adv=3.775, sprd=0.024]
Ep 049/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.48it/s, loss=0.787, pair=0.003, adv=3.742, sprd=0.021]
Ep 049/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.787, pair=0.003, adv=3.742, sprd=0.021]
Ep 049/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.43it/s, loss=0.715, pair=0.004, adv=3.781, sprd=0.021]
Ep 049/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.715, pair=0.004, adv=3.781, sprd=0.021]
Ep 049/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.51it/s, loss=0.702, pair=0.004, adv=3.530, sprd=0.016]
Ep 049/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.702, pair=0.004, adv=3.530, sprd=0.016]
Ep 049/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.745, pair=0.000, adv=3.733, sprd=0.028]
Ep 049/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:04,  1.48it/s, loss=0.745, pair=0.000, adv=3.733, sprd=0.028]
Ep 049/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:04,  1.48it/s, loss=0.748, pair=0.000, adv=3.563, sprd=0.028]
Ep 049/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.41it/s, loss=0.748, pair=0.000, adv=3.563, sprd=0.028]
Ep 049/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.41it/s, loss=0.725, pair=0.004, adv=3.757, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.725, pair=0.004, adv=3.757, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.739, pair=0.023, adv=3.751, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.739, pair=0.023, adv=3.751, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.726, pair=0.013, adv=3.610, sprd=0.021]
Ep 049/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.52it/s, loss=0.726, pair=0.013, adv=3.610, sprd=0.021]
Ep 049/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.52it/s, loss=0.705, pair=0.006, adv=3.688, sprd=0.017]
Ep 049/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.45it/s, loss=0.705, pair=0.006, adv=3.688, sprd=0.017]
Ep 049/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.45it/s, loss=0.699, pair=0.001, adv=3.373, sprd=0.014]
Ep 049/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.53it/s, loss=0.699, pair=0.001, adv=3.373, sprd=0.014]
Ep 049/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.53it/s, loss=0.717, pair=0.007, adv=3.941, sprd=0.020]
Ep 049/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.46it/s, loss=0.717, pair=0.007, adv=3.941, sprd=0.020]
Ep 049/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:00,  1.46it/s, loss=0.722, pair=0.016, adv=3.658, sprd=0.022]
Ep 049/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.52it/s, loss=0.722, pair=0.016, adv=3.658, sprd=0.022]
Ep 049/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.52it/s, loss=0.717, pair=0.007, adv=4.108, sprd=0.021]
Ep 049/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.45it/s, loss=0.717, pair=0.007, adv=4.108, sprd=0.021]
Ep 049/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.45it/s, loss=0.718, pair=0.006, adv=3.603, sprd=0.020]
Ep 049/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:55,  1.53it/s, loss=0.718, pair=0.006, adv=3.603, sprd=0.020]
Ep 049/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:55,  1.53it/s, loss=0.732, pair=0.000, adv=3.744, sprd=0.026]
Ep 049/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.47it/s, loss=0.732, pair=0.000, adv=3.744, sprd=0.026]
Ep 049/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.47it/s, loss=0.720, pair=0.004, adv=3.819, sprd=0.022]
Ep 049/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.52it/s, loss=0.720, pair=0.004, adv=3.819, sprd=0.022]
Ep 049/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.52it/s, loss=0.799, pair=0.006, adv=3.737, sprd=0.025]
Ep 049/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.799, pair=0.006, adv=3.737, sprd=0.025]
Ep 049/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.45it/s, loss=0.684, pair=0.000, adv=3.678, sprd=0.016]
Ep 049/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:52,  1.54it/s, loss=0.684, pair=0.000, adv=3.678, sprd=0.016]
Ep 049/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:52,  1.54it/s, loss=0.720, pair=0.006, adv=3.851, sprd=0.024]
Ep 049/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.45it/s, loss=0.720, pair=0.006, adv=3.851, sprd=0.024]
Ep 049/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.746, pair=0.007, adv=4.212, sprd=0.027]
Ep 049/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.51it/s, loss=0.746, pair=0.007, adv=4.212, sprd=0.027]
Ep 049/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.51it/s, loss=0.745, pair=0.003, adv=3.607, sprd=0.028]
Ep 049/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.745, pair=0.003, adv=3.607, sprd=0.028]
Ep 049/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.717, pair=0.001, adv=3.683, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.51it/s, loss=0.717, pair=0.001, adv=3.683, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.51it/s, loss=0.728, pair=0.004, adv=3.812, sprd=0.025]
Ep 049/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:54,  1.40it/s, loss=0.728, pair=0.004, adv=3.812, sprd=0.025]
Ep 049/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:54,  1.40it/s, loss=0.710, pair=0.001, adv=4.099, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.48it/s, loss=0.710, pair=0.001, adv=4.099, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.711, pair=0.001, adv=3.745, sprd=0.018]
Ep 049/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.711, pair=0.001, adv=3.745, sprd=0.018]
Ep 049/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.739, pair=0.001, adv=3.751, sprd=0.026]
Ep 049/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.48it/s, loss=0.739, pair=0.001, adv=3.751, sprd=0.026]
Ep 049/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.48it/s, loss=0.784, pair=0.001, adv=3.550, sprd=0.019]
Ep 049/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.45it/s, loss=0.784, pair=0.001, adv=3.550, sprd=0.019]
Ep 049/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:49,  1.45it/s, loss=0.730, pair=0.001, adv=3.774, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:46,  1.51it/s, loss=0.730, pair=0.001, adv=3.774, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:46,  1.51it/s, loss=0.741, pair=0.000, adv=3.792, sprd=0.027]
Ep 049/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.44it/s, loss=0.741, pair=0.000, adv=3.792, sprd=0.027]
Ep 049/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.44it/s, loss=0.730, pair=0.000, adv=3.630, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.51it/s, loss=0.730, pair=0.000, adv=3.630, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.51it/s, loss=1.258, pair=1.496, adv=4.265, sprd=0.024]
Ep 049/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=1.258, pair=1.496, adv=4.265, sprd=0.024]
Ep 049/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=0.728, pair=0.008, adv=3.489, sprd=0.022]
Ep 049/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.49it/s, loss=0.728, pair=0.008, adv=3.489, sprd=0.022]
Ep 049/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.49it/s, loss=0.745, pair=0.006, adv=3.634, sprd=0.026]
Ep 049/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.745, pair=0.006, adv=3.634, sprd=0.026]
Ep 049/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.735, pair=0.001, adv=4.013, sprd=0.026]
Ep 049/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.48it/s, loss=0.735, pair=0.001, adv=4.013, sprd=0.026]
Ep 049/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.48it/s, loss=0.732, pair=0.003, adv=3.855, sprd=0.024]
Ep 049/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.42it/s, loss=0.732, pair=0.003, adv=3.855, sprd=0.024]
Ep 049/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.42it/s, loss=0.710, pair=0.006, adv=3.674, sprd=0.018]
Ep 049/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.52it/s, loss=0.710, pair=0.006, adv=3.674, sprd=0.018]
Ep 049/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.52it/s, loss=0.757, pair=0.002, adv=3.304, sprd=0.016]
Ep 049/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.46it/s, loss=0.757, pair=0.002, adv=3.304, sprd=0.016]
Ep 049/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.46it/s, loss=0.730, pair=0.005, adv=3.757, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.51it/s, loss=0.730, pair=0.005, adv=3.757, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.711, pair=0.007, adv=3.638, sprd=0.019]
Ep 049/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.711, pair=0.007, adv=3.638, sprd=0.019]
Ep 049/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.725, pair=0.004, adv=3.863, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.725, pair=0.004, adv=3.863, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.49it/s, loss=0.754, pair=0.000, adv=3.775, sprd=0.028]
Ep 049/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.754, pair=0.000, adv=3.775, sprd=0.028]
Ep 049/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.739, pair=0.004, adv=4.052, sprd=0.026]
Ep 049/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:39,  1.46it/s, loss=0.739, pair=0.004, adv=4.052, sprd=0.026]
Ep 049/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:39,  1.46it/s, loss=0.719, pair=0.007, adv=3.354, sprd=0.019]
Ep 049/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:40,  1.38it/s, loss=0.719, pair=0.007, adv=3.354, sprd=0.019]
Ep 049/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:40,  1.38it/s, loss=0.713, pair=0.001, adv=3.788, sprd=0.021]
Ep 049/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.713, pair=0.001, adv=3.788, sprd=0.021]
Ep 049/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.718, pair=0.001, adv=3.852, sprd=0.022]
Ep 049/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:38,  1.42it/s, loss=0.718, pair=0.001, adv=3.852, sprd=0.022]
Ep 049/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:38,  1.42it/s, loss=0.708, pair=0.004, adv=3.868, sprd=0.020]
Ep 049/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.708, pair=0.004, adv=3.868, sprd=0.020]
Ep 049/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.788, pair=0.012, adv=3.913, sprd=0.020]
Ep 049/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.47it/s, loss=0.788, pair=0.012, adv=3.913, sprd=0.020]
Ep 049/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.47it/s, loss=0.695, pair=0.004, adv=3.293, sprd=0.019]
Ep 049/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.55it/s, loss=0.695, pair=0.004, adv=3.293, sprd=0.019]
Ep 049/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.55it/s, loss=0.724, pair=0.001, adv=3.462, sprd=0.024]
Ep 049/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:33,  1.51it/s, loss=0.724, pair=0.001, adv=3.462, sprd=0.024]
Ep 049/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:33,  1.51it/s, loss=0.721, pair=0.000, adv=3.671, sprd=0.020]
Ep 049/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:31,  1.55it/s, loss=0.721, pair=0.000, adv=3.671, sprd=0.020]
Ep 049/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:31,  1.55it/s, loss=0.734, pair=0.001, adv=3.780, sprd=0.023]
Ep 049/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.45it/s, loss=0.734, pair=0.001, adv=3.780, sprd=0.023]
Ep 049/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.45it/s, loss=0.708, pair=0.001, adv=3.397, sprd=0.019]
Ep 049/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.51it/s, loss=0.708, pair=0.001, adv=3.397, sprd=0.019]
Ep 049/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.797, pair=0.008, adv=3.833, sprd=0.023]
Ep 049/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.44it/s, loss=0.797, pair=0.008, adv=3.833, sprd=0.023]
Ep 049/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.44it/s, loss=0.731, pair=0.004, adv=4.118, sprd=0.025]
Ep 049/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.48it/s, loss=0.731, pair=0.004, adv=4.118, sprd=0.025]
Ep 049/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.48it/s, loss=0.724, pair=0.001, adv=4.094, sprd=0.023]
Ep 049/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.41it/s, loss=0.724, pair=0.001, adv=4.094, sprd=0.023]
Ep 049/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.41it/s, loss=0.740, pair=0.000, adv=3.683, sprd=0.027]
Ep 049/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.47it/s, loss=0.740, pair=0.000, adv=3.683, sprd=0.027]
Ep 049/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.47it/s, loss=0.744, pair=0.000, adv=3.723, sprd=0.026]
Ep 049/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.41it/s, loss=0.744, pair=0.000, adv=3.723, sprd=0.026]
Ep 049/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.708, pair=0.004, adv=4.112, sprd=0.019]
Ep 049/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.48it/s, loss=0.708, pair=0.004, adv=4.112, sprd=0.019]
Ep 049/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.48it/s, loss=0.719, pair=0.007, adv=3.656, sprd=0.020]
Ep 049/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.719, pair=0.007, adv=3.656, sprd=0.020]
Ep 049/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.723, pair=0.005, adv=3.983, sprd=0.022]
Ep 049/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.52it/s, loss=0.723, pair=0.005, adv=3.983, sprd=0.022]
Ep 049/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.52it/s, loss=0.730, pair=0.007, adv=3.807, sprd=0.024]
Ep 049/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.45it/s, loss=0.730, pair=0.007, adv=3.807, sprd=0.024]
Ep 049/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.45it/s, loss=0.727, pair=0.007, adv=3.787, sprd=0.022]
Ep 049/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.52it/s, loss=0.727, pair=0.007, adv=3.787, sprd=0.022]
Ep 049/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.52it/s, loss=0.728, pair=0.005, adv=4.149, sprd=0.023]
Ep 049/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:24,  1.45it/s, loss=0.728, pair=0.005, adv=4.149, sprd=0.023]
Ep 049/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:24,  1.45it/s, loss=0.711, pair=0.001, adv=3.961, sprd=0.022]
Ep 049/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.52it/s, loss=0.711, pair=0.001, adv=3.961, sprd=0.022]
Ep 049/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.52it/s, loss=0.732, pair=0.016, adv=3.948, sprd=0.021]
Ep 049/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.45it/s, loss=0.732, pair=0.016, adv=3.948, sprd=0.021]
Ep 049/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.45it/s, loss=0.718, pair=0.006, adv=4.020, sprd=0.022]
Ep 049/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:21,  1.51it/s, loss=0.718, pair=0.006, adv=4.020, sprd=0.022]
Ep 049/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.51it/s, loss=0.722, pair=0.002, adv=4.260, sprd=0.023]
Ep 049/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:21,  1.46it/s, loss=0.722, pair=0.002, adv=4.260, sprd=0.023]
Ep 049/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:21,  1.46it/s, loss=0.719, pair=0.007, adv=4.094, sprd=0.023]
Ep 049/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.51it/s, loss=0.719, pair=0.007, adv=4.094, sprd=0.023]
Ep 049/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.51it/s, loss=0.728, pair=0.015, adv=3.858, sprd=0.024]
Ep 049/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.728, pair=0.015, adv=3.858, sprd=0.024]
Ep 049/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.734, pair=0.009, adv=4.075, sprd=0.022]
Ep 049/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.50it/s, loss=0.734, pair=0.009, adv=4.075, sprd=0.022]
Ep 049/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.50it/s, loss=0.725, pair=0.007, adv=3.753, sprd=0.024]
Ep 049/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.43it/s, loss=0.725, pair=0.007, adv=3.753, sprd=0.024]
Ep 049/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.43it/s, loss=0.723, pair=0.006, adv=3.813, sprd=0.022]
Ep 049/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.51it/s, loss=0.723, pair=0.006, adv=3.813, sprd=0.022]
Ep 049/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.51it/s, loss=0.727, pair=0.008, adv=3.901, sprd=0.024]
Ep 049/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.43it/s, loss=0.727, pair=0.008, adv=3.901, sprd=0.024]
Ep 049/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.726, pair=0.004, adv=3.606, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.726, pair=0.004, adv=3.606, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.716, pair=0.001, adv=3.914, sprd=0.020]
Ep 049/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.45it/s, loss=0.716, pair=0.001, adv=3.914, sprd=0.020]
Ep 049/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.45it/s, loss=0.734, pair=0.005, adv=3.920, sprd=0.024]
Ep 049/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.51it/s, loss=0.734, pair=0.005, adv=3.920, sprd=0.024]
Ep 049/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.51it/s, loss=0.726, pair=0.001, adv=3.652, sprd=0.022]
Ep 049/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.45it/s, loss=0.726, pair=0.001, adv=3.652, sprd=0.022]
Ep 049/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.45it/s, loss=0.723, pair=0.008, adv=3.686, sprd=0.021]
Ep 049/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.50it/s, loss=0.723, pair=0.008, adv=3.686, sprd=0.021]
Ep 049/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.50it/s, loss=0.725, pair=0.001, adv=3.852, sprd=0.024]
Ep 049/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.47it/s, loss=0.725, pair=0.001, adv=3.852, sprd=0.024]
Ep 049/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.47it/s, loss=0.711, pair=0.001, adv=3.904, sprd=0.020]
Ep 049/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.53it/s, loss=0.711, pair=0.001, adv=3.904, sprd=0.020]
Ep 049/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.53it/s, loss=0.747, pair=0.016, adv=3.858, sprd=0.027]
Ep 049/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.47it/s, loss=0.747, pair=0.016, adv=3.858, sprd=0.027]
Ep 049/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.47it/s, loss=0.721, pair=0.009, adv=3.900, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.54it/s, loss=0.721, pair=0.009, adv=3.900, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.54it/s, loss=0.719, pair=0.012, adv=3.671, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:10,  1.47it/s, loss=0.719, pair=0.012, adv=3.671, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:10,  1.47it/s, loss=0.736, pair=0.010, adv=3.856, sprd=0.022]
Ep 049/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.51it/s, loss=0.736, pair=0.010, adv=3.856, sprd=0.022]
Ep 049/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.51it/s, loss=0.720, pair=0.003, adv=3.880, sprd=0.022]
Ep 049/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.47it/s, loss=0.720, pair=0.003, adv=3.880, sprd=0.022]
Ep 049/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.47it/s, loss=0.729, pair=0.008, adv=3.827, sprd=0.026]
Ep 049/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.52it/s, loss=0.729, pair=0.008, adv=3.827, sprd=0.026]
Ep 049/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.720, pair=0.006, adv=3.661, sprd=0.019]
Ep 049/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.720, pair=0.006, adv=3.661, sprd=0.019]
Ep 049/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.711, pair=0.008, adv=3.425, sprd=0.017]
Ep 049/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.51it/s, loss=0.711, pair=0.008, adv=3.425, sprd=0.017]
Ep 049/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.51it/s, loss=0.716, pair=0.003, adv=3.588, sprd=0.019]
Ep 049/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.46it/s, loss=0.716, pair=0.003, adv=3.588, sprd=0.019]
Ep 049/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.744, pair=0.008, adv=3.910, sprd=0.027]
Ep 049/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.51it/s, loss=0.744, pair=0.008, adv=3.910, sprd=0.027]
Ep 049/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.51it/s, loss=0.707, pair=0.001, adv=3.651, sprd=0.020]
Ep 049/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.46it/s, loss=0.707, pair=0.001, adv=3.651, sprd=0.020]
Ep 049/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.46it/s, loss=0.739, pair=0.010, adv=3.864, sprd=0.026]
Ep 049/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.50it/s, loss=0.739, pair=0.010, adv=3.864, sprd=0.026]
Ep 049/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.716, pair=0.002, adv=3.552, sprd=0.019]
Ep 049/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.716, pair=0.002, adv=3.552, sprd=0.019]
Ep 049/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.720, pair=0.000, adv=3.804, sprd=0.020]
Ep 049/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.51it/s, loss=0.720, pair=0.000, adv=3.804, sprd=0.020]
Ep 049/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.706, pair=0.006, adv=4.081, sprd=0.019]
Ep 049/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.44it/s, loss=0.706, pair=0.006, adv=4.081, sprd=0.019]
Ep 049/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.725, pair=0.001, adv=3.968, sprd=0.025]
Ep 049/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.51it/s, loss=0.725, pair=0.001, adv=3.968, sprd=0.025]
Ep 049/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.51it/s, loss=0.706, pair=0.002, adv=3.568, sprd=0.017]
Ep 049/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.44it/s, loss=0.706, pair=0.002, adv=3.568, sprd=0.017]
Ep 049/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.44it/s, loss=0.706, pair=0.002, adv=3.957, sprd=0.017]
Ep 049/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.52it/s, loss=0.706, pair=0.002, adv=3.957, sprd=0.017]
Ep 049/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.723, pair=0.000, adv=3.905, sprd=0.020]
Ep 049/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.45it/s, loss=0.723, pair=0.000, adv=3.905, sprd=0.020]
                                                                                                              
Epoch 049/60 [S3:+sens]  loss=0.7306  mat=0.2398  sens=1.0183  pair=0.0084  adv=3.7956(rand=3.37)  deg=0.0086  orth=0.0008  spread=0.0229  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.41e-05  228s

Ep 050/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 050/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.736, pair=0.000, adv=3.997, sprd=0.025]
Ep 050/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:32,  1.18s/it, loss=0.736, pair=0.000, adv=3.997, sprd=0.025]
Ep 050/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:32,  1.18s/it, loss=0.719, pair=0.000, adv=3.862, sprd=0.022]
Ep 050/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:38,  1.19it/s, loss=0.719, pair=0.000, adv=3.862, sprd=0.022]
Ep 050/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:38,  1.19it/s, loss=0.733, pair=0.001, adv=3.677, sprd=0.021]
Ep 050/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:27,  1.23it/s, loss=0.733, pair=0.001, adv=3.677, sprd=0.021]
Ep 050/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:27,  1.23it/s, loss=0.739, pair=0.003, adv=3.827, sprd=0.027]
Ep 050/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.739, pair=0.003, adv=3.827, sprd=0.027]
Ep 050/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.729, pair=0.006, adv=3.605, sprd=0.023]
Ep 050/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:04,  1.34it/s, loss=0.729, pair=0.006, adv=3.605, sprd=0.023]
Ep 050/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:04,  1.34it/s, loss=0.731, pair=0.005, adv=3.847, sprd=0.026]
Ep 050/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:50,  1.42it/s, loss=0.731, pair=0.005, adv=3.847, sprd=0.026]
Ep 050/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:50,  1.42it/s, loss=0.727, pair=0.002, adv=4.028, sprd=0.024]
Ep 050/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:56,  1.38it/s, loss=0.727, pair=0.002, adv=4.028, sprd=0.024]
Ep 050/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:56,  1.38it/s, loss=0.722, pair=0.000, adv=3.869, sprd=0.023]
Ep 050/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:41,  1.47it/s, loss=0.722, pair=0.000, adv=3.869, sprd=0.023]
Ep 050/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:41,  1.47it/s, loss=0.746, pair=0.006, adv=3.848, sprd=0.026]
Ep 050/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.746, pair=0.006, adv=3.848, sprd=0.026]
Ep 050/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.726, pair=0.007, adv=3.883, sprd=0.024]
Ep 050/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:38,  1.48it/s, loss=0.726, pair=0.007, adv=3.883, sprd=0.024]
Ep 050/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:38,  1.48it/s, loss=0.725, pair=0.004, adv=3.607, sprd=0.022]
Ep 050/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.43it/s, loss=0.725, pair=0.004, adv=3.607, sprd=0.022]
Ep 050/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.43it/s, loss=0.721, pair=0.002, adv=3.895, sprd=0.021]
Ep 050/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:34,  1.50it/s, loss=0.721, pair=0.002, adv=3.895, sprd=0.021]
Ep 050/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:34,  1.50it/s, loss=0.740, pair=0.001, adv=3.903, sprd=0.026]
Ep 050/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:45,  1.42it/s, loss=0.740, pair=0.001, adv=3.903, sprd=0.026]
Ep 050/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:45,  1.42it/s, loss=0.736, pair=0.008, adv=3.712, sprd=0.024]
Ep 050/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.736, pair=0.008, adv=3.712, sprd=0.024]
Ep 050/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.727, pair=0.007, adv=4.053, sprd=0.021]
Ep 050/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:45,  1.41it/s, loss=0.727, pair=0.007, adv=4.053, sprd=0.021]
Ep 050/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:45,  1.41it/s, loss=0.712, pair=0.003, adv=4.022, sprd=0.022]
Ep 050/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:34,  1.48it/s, loss=0.712, pair=0.003, adv=4.022, sprd=0.022]
Ep 050/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:34,  1.48it/s, loss=0.732, pair=0.003, adv=3.942, sprd=0.023]
Ep 050/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.41it/s, loss=0.732, pair=0.003, adv=3.942, sprd=0.023]
Ep 050/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.41it/s, loss=0.742, pair=0.008, adv=4.090, sprd=0.028]
Ep 050/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:34,  1.47it/s, loss=0.742, pair=0.008, adv=4.090, sprd=0.028]
Ep 050/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:34,  1.47it/s, loss=0.740, pair=0.006, adv=3.598, sprd=0.022]
Ep 050/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:50,  1.36it/s, loss=0.740, pair=0.006, adv=3.598, sprd=0.022]
Ep 050/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:50,  1.36it/s, loss=0.714, pair=0.005, adv=3.874, sprd=0.021]
Ep 050/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:36,  1.45it/s, loss=0.714, pair=0.005, adv=3.874, sprd=0.021]
Ep 050/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:36,  1.45it/s, loss=0.710, pair=0.004, adv=3.819, sprd=0.020]
Ep 050/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.710, pair=0.004, adv=3.819, sprd=0.020]
Ep 050/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.729, pair=0.002, adv=3.645, sprd=0.024]
Ep 050/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.48it/s, loss=0.729, pair=0.002, adv=3.645, sprd=0.024]
Ep 050/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.48it/s, loss=0.724, pair=0.000, adv=3.704, sprd=0.022]
Ep 050/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:48,  1.36it/s, loss=0.724, pair=0.000, adv=3.704, sprd=0.022]
Ep 050/60 [S3:+sens]:   7%|▏  | 23/333 [00:17<03:48,  1.36it/s, loss=0.741, pair=0.005, adv=3.952, sprd=0.026]
Ep 050/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:33,  1.45it/s, loss=0.741, pair=0.005, adv=3.952, sprd=0.026]
Ep 050/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:33,  1.45it/s, loss=0.705, pair=0.004, adv=3.446, sprd=0.018]
Ep 050/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:46,  1.36it/s, loss=0.705, pair=0.004, adv=3.446, sprd=0.018]
Ep 050/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:46,  1.36it/s, loss=0.733, pair=0.003, adv=3.973, sprd=0.025]
Ep 050/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:32,  1.44it/s, loss=0.733, pair=0.003, adv=3.973, sprd=0.025]
Ep 050/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:32,  1.44it/s, loss=0.732, pair=0.000, adv=3.955, sprd=0.026]
Ep 050/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:39,  1.39it/s, loss=0.732, pair=0.000, adv=3.955, sprd=0.026]
Ep 050/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:39,  1.39it/s, loss=0.729, pair=0.000, adv=3.911, sprd=0.022]
Ep 050/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:29,  1.46it/s, loss=0.729, pair=0.000, adv=3.911, sprd=0.022]
Ep 050/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:29,  1.46it/s, loss=0.709, pair=0.005, adv=4.030, sprd=0.016]
Ep 050/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.709, pair=0.005, adv=4.030, sprd=0.016]
Ep 050/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:34,  1.42it/s, loss=0.758, pair=0.001, adv=3.871, sprd=0.032]
Ep 050/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:27,  1.46it/s, loss=0.758, pair=0.001, adv=3.871, sprd=0.032]
Ep 050/60 [S3:+sens]:   9%|▎  | 30/333 [00:22<03:27,  1.46it/s, loss=0.741, pair=0.007, adv=3.833, sprd=0.028]
Ep 050/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.741, pair=0.007, adv=3.833, sprd=0.028]
Ep 050/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.731, pair=0.001, adv=3.832, sprd=0.025]
Ep 050/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:24,  1.47it/s, loss=0.731, pair=0.001, adv=3.832, sprd=0.025]
Ep 050/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:24,  1.47it/s, loss=0.717, pair=0.001, adv=3.922, sprd=0.019]
Ep 050/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:31,  1.42it/s, loss=0.717, pair=0.001, adv=3.922, sprd=0.019]
Ep 050/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:31,  1.42it/s, loss=0.718, pair=0.000, adv=3.905, sprd=0.022]
Ep 050/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:18,  1.51it/s, loss=0.718, pair=0.000, adv=3.905, sprd=0.022]
Ep 050/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:18,  1.51it/s, loss=0.730, pair=0.001, adv=3.926, sprd=0.022]
Ep 050/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.730, pair=0.001, adv=3.926, sprd=0.022]
Ep 050/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:29,  1.42it/s, loss=0.701, pair=0.002, adv=3.829, sprd=0.017]
Ep 050/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.701, pair=0.002, adv=3.829, sprd=0.017]
Ep 050/60 [S3:+sens]:  11%|▎  | 36/333 [00:26<03:17,  1.50it/s, loss=0.704, pair=0.000, adv=4.147, sprd=0.019]
Ep 050/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:26,  1.44it/s, loss=0.704, pair=0.000, adv=4.147, sprd=0.019]
Ep 050/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:26,  1.44it/s, loss=0.725, pair=0.001, adv=3.661, sprd=0.024]
Ep 050/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:17,  1.50it/s, loss=0.725, pair=0.001, adv=3.661, sprd=0.024]
Ep 050/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:17,  1.50it/s, loss=0.709, pair=0.001, adv=3.683, sprd=0.019]
Ep 050/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.709, pair=0.001, adv=3.683, sprd=0.019]
Ep 050/60 [S3:+sens]:  12%|▎  | 39/333 [00:28<03:25,  1.43it/s, loss=0.724, pair=0.000, adv=3.966, sprd=0.022]
Ep 050/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:17,  1.48it/s, loss=0.724, pair=0.000, adv=3.966, sprd=0.022]
Ep 050/60 [S3:+sens]:  12%|▎  | 40/333 [00:29<03:17,  1.48it/s, loss=0.764, pair=0.006, adv=3.728, sprd=0.029]
Ep 050/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:34,  1.36it/s, loss=0.764, pair=0.006, adv=3.728, sprd=0.029]
Ep 050/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:34,  1.36it/s, loss=0.734, pair=0.000, adv=4.064, sprd=0.026]
Ep 050/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:22,  1.44it/s, loss=0.734, pair=0.000, adv=4.064, sprd=0.026]
Ep 050/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:22,  1.44it/s, loss=0.730, pair=0.000, adv=3.966, sprd=0.025]
Ep 050/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:28,  1.39it/s, loss=0.730, pair=0.000, adv=3.966, sprd=0.025]
Ep 050/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:28,  1.39it/s, loss=0.733, pair=0.001, adv=3.629, sprd=0.025]
Ep 050/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:18,  1.46it/s, loss=0.733, pair=0.001, adv=3.629, sprd=0.025]
Ep 050/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:18,  1.46it/s, loss=0.753, pair=0.006, adv=3.395, sprd=0.029]
Ep 050/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:27,  1.39it/s, loss=0.753, pair=0.006, adv=3.395, sprd=0.029]
Ep 050/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:27,  1.39it/s, loss=0.738, pair=0.001, adv=4.053, sprd=0.026]
Ep 050/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:16,  1.46it/s, loss=0.738, pair=0.001, adv=4.053, sprd=0.026]
Ep 050/60 [S3:+sens]:  14%|▍  | 46/333 [00:33<03:16,  1.46it/s, loss=0.723, pair=0.002, adv=3.731, sprd=0.023]
Ep 050/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.723, pair=0.002, adv=3.731, sprd=0.023]
Ep 050/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.715, pair=0.001, adv=3.690, sprd=0.020]
Ep 050/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:11,  1.49it/s, loss=0.715, pair=0.001, adv=3.690, sprd=0.020]
Ep 050/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:11,  1.49it/s, loss=0.735, pair=0.001, adv=3.650, sprd=0.025]
Ep 050/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.735, pair=0.001, adv=3.650, sprd=0.025]
Ep 050/60 [S3:+sens]:  15%|▍  | 49/333 [00:35<03:18,  1.43it/s, loss=0.709, pair=0.001, adv=3.555, sprd=0.019]
Ep 050/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:06,  1.52it/s, loss=0.709, pair=0.001, adv=3.555, sprd=0.019]
Ep 050/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:06,  1.52it/s, loss=0.728, pair=0.015, adv=3.656, sprd=0.020]
Ep 050/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:21,  1.40it/s, loss=0.728, pair=0.015, adv=3.656, sprd=0.020]
Ep 050/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:21,  1.40it/s, loss=0.712, pair=0.002, adv=3.812, sprd=0.022]
Ep 050/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:08,  1.49it/s, loss=0.712, pair=0.002, adv=3.812, sprd=0.022]
Ep 050/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:08,  1.49it/s, loss=0.760, pair=0.003, adv=3.800, sprd=0.028]
Ep 050/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:22,  1.38it/s, loss=0.760, pair=0.003, adv=3.800, sprd=0.028]
Ep 050/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:22,  1.38it/s, loss=0.722, pair=0.004, adv=3.680, sprd=0.019]
Ep 050/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:09,  1.47it/s, loss=0.722, pair=0.004, adv=3.680, sprd=0.019]
Ep 050/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:09,  1.47it/s, loss=0.748, pair=0.003, adv=3.866, sprd=0.030]
Ep 050/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:16,  1.41it/s, loss=0.748, pair=0.003, adv=3.866, sprd=0.030]
Ep 050/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:16,  1.41it/s, loss=0.733, pair=0.001, adv=3.959, sprd=0.025]
Ep 050/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:05,  1.49it/s, loss=0.733, pair=0.001, adv=3.959, sprd=0.025]
Ep 050/60 [S3:+sens]:  17%|▌  | 56/333 [00:40<03:05,  1.49it/s, loss=0.720, pair=0.003, adv=3.870, sprd=0.023]
Ep 050/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:11,  1.44it/s, loss=0.720, pair=0.003, adv=3.870, sprd=0.023]
Ep 050/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:11,  1.44it/s, loss=0.733, pair=0.005, adv=4.077, sprd=0.021]
Ep 050/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.733, pair=0.005, adv=4.077, sprd=0.021]
Ep 050/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:03,  1.50it/s, loss=0.688, pair=0.006, adv=3.254, sprd=0.017]
Ep 050/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:07,  1.46it/s, loss=0.688, pair=0.006, adv=3.254, sprd=0.017]
Ep 050/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:07,  1.46it/s, loss=0.731, pair=0.002, adv=3.699, sprd=0.023]
Ep 050/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.51it/s, loss=0.731, pair=0.002, adv=3.699, sprd=0.023]
Ep 050/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.51it/s, loss=0.739, pair=0.007, adv=3.808, sprd=0.026]
Ep 050/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:09,  1.43it/s, loss=0.739, pair=0.007, adv=3.808, sprd=0.026]
Ep 050/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:09,  1.43it/s, loss=0.729, pair=0.010, adv=4.058, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:01,  1.49it/s, loss=0.729, pair=0.010, adv=4.058, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 62/333 [00:44<03:01,  1.49it/s, loss=0.728, pair=0.013, adv=3.692, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:09,  1.42it/s, loss=0.728, pair=0.013, adv=3.692, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:09,  1.42it/s, loss=0.710, pair=0.003, adv=3.296, sprd=0.022]
Ep 050/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.710, pair=0.003, adv=3.296, sprd=0.022]
Ep 050/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:58,  1.51it/s, loss=0.738, pair=0.001, adv=3.668, sprd=0.027]
Ep 050/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.738, pair=0.001, adv=3.668, sprd=0.027]
Ep 050/60 [S3:+sens]:  20%|▌  | 65/333 [00:46<03:07,  1.43it/s, loss=0.720, pair=0.004, adv=3.864, sprd=0.022]
Ep 050/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:00,  1.48it/s, loss=0.720, pair=0.004, adv=3.864, sprd=0.022]
Ep 050/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:00,  1.48it/s, loss=0.746, pair=0.006, adv=3.678, sprd=0.025]
Ep 050/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:13,  1.38it/s, loss=0.746, pair=0.006, adv=3.678, sprd=0.025]
Ep 050/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:13,  1.38it/s, loss=0.745, pair=0.002, adv=3.989, sprd=0.027]
Ep 050/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:01,  1.46it/s, loss=0.745, pair=0.002, adv=3.989, sprd=0.027]
Ep 050/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<03:01,  1.46it/s, loss=0.729, pair=0.002, adv=4.035, sprd=0.025]
Ep 050/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.42it/s, loss=0.729, pair=0.002, adv=4.035, sprd=0.025]
Ep 050/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.42it/s, loss=0.719, pair=0.002, adv=3.869, sprd=0.022]
Ep 050/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.719, pair=0.002, adv=3.869, sprd=0.022]
Ep 050/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.739, pair=0.012, adv=3.772, sprd=0.025]
Ep 050/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.739, pair=0.012, adv=3.772, sprd=0.025]
Ep 050/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:04,  1.42it/s, loss=0.723, pair=0.009, adv=3.695, sprd=0.021]
Ep 050/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.48it/s, loss=0.723, pair=0.009, adv=3.695, sprd=0.021]
Ep 050/60 [S3:+sens]:  22%|▋  | 72/333 [00:51<02:55,  1.48it/s, loss=0.739, pair=0.001, adv=3.729, sprd=0.025]
Ep 050/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:09,  1.37it/s, loss=0.739, pair=0.001, adv=3.729, sprd=0.025]
Ep 050/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:09,  1.37it/s, loss=0.732, pair=0.005, adv=3.991, sprd=0.027]
Ep 050/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:58,  1.45it/s, loss=0.732, pair=0.005, adv=3.991, sprd=0.027]
Ep 050/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:58,  1.45it/s, loss=0.737, pair=0.003, adv=4.082, sprd=0.027]
Ep 050/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.40it/s, loss=0.737, pair=0.003, adv=4.082, sprd=0.027]
Ep 050/60 [S3:+sens]:  23%|▋  | 75/333 [00:53<03:03,  1.40it/s, loss=0.734, pair=0.006, adv=3.855, sprd=0.024]
Ep 050/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:55,  1.47it/s, loss=0.734, pair=0.006, adv=3.855, sprd=0.024]
Ep 050/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:55,  1.47it/s, loss=0.740, pair=0.007, adv=4.077, sprd=0.024]
Ep 050/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.740, pair=0.007, adv=4.077, sprd=0.024]
Ep 050/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<03:00,  1.42it/s, loss=0.746, pair=0.000, adv=3.904, sprd=0.028]
Ep 050/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.746, pair=0.000, adv=3.904, sprd=0.028]
Ep 050/60 [S3:+sens]:  23%|▋  | 78/333 [00:55<02:53,  1.47it/s, loss=0.742, pair=0.006, adv=3.964, sprd=0.027]
Ep 050/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<03:00,  1.41it/s, loss=0.742, pair=0.006, adv=3.964, sprd=0.027]
Ep 050/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<03:00,  1.41it/s, loss=0.753, pair=0.004, adv=4.086, sprd=0.031]
Ep 050/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:54,  1.45it/s, loss=0.753, pair=0.004, adv=4.086, sprd=0.031]
Ep 050/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:54,  1.45it/s, loss=0.723, pair=0.003, adv=3.529, sprd=0.019]
Ep 050/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<03:08,  1.34it/s, loss=0.723, pair=0.003, adv=3.529, sprd=0.019]
Ep 050/60 [S3:+sens]:  24%|▋  | 81/333 [00:57<03:08,  1.34it/s, loss=0.726, pair=0.004, adv=3.944, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:55,  1.43it/s, loss=0.726, pair=0.004, adv=3.944, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▋  | 82/333 [00:58<02:55,  1.43it/s, loss=0.749, pair=0.003, adv=3.614, sprd=0.031]
Ep 050/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<03:00,  1.39it/s, loss=0.749, pair=0.003, adv=3.614, sprd=0.031]
Ep 050/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<03:00,  1.39it/s, loss=0.717, pair=0.000, adv=3.767, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:50,  1.46it/s, loss=0.717, pair=0.000, adv=3.767, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:50,  1.46it/s, loss=0.699, pair=0.004, adv=3.965, sprd=0.019]
Ep 050/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:54,  1.42it/s, loss=0.699, pair=0.004, adv=3.965, sprd=0.019]
Ep 050/60 [S3:+sens]:  26%|▊  | 85/333 [01:00<02:54,  1.42it/s, loss=0.727, pair=0.004, adv=3.825, sprd=0.024]
Ep 050/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:46,  1.48it/s, loss=0.727, pair=0.004, adv=3.825, sprd=0.024]
Ep 050/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:46,  1.48it/s, loss=0.732, pair=0.004, adv=3.680, sprd=0.025]
Ep 050/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:53,  1.42it/s, loss=0.732, pair=0.004, adv=3.680, sprd=0.025]
Ep 050/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:53,  1.42it/s, loss=0.729, pair=0.003, adv=3.868, sprd=0.024]
Ep 050/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:45,  1.48it/s, loss=0.729, pair=0.003, adv=3.868, sprd=0.024]
Ep 050/60 [S3:+sens]:  26%|▊  | 88/333 [01:02<02:45,  1.48it/s, loss=0.718, pair=0.002, adv=4.061, sprd=0.020]
Ep 050/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:57,  1.37it/s, loss=0.718, pair=0.002, adv=4.061, sprd=0.020]
Ep 050/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:57,  1.37it/s, loss=0.732, pair=0.002, adv=3.805, sprd=0.024]
Ep 050/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:47,  1.45it/s, loss=0.732, pair=0.002, adv=3.805, sprd=0.024]
Ep 050/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:47,  1.45it/s, loss=0.729, pair=0.000, adv=3.638, sprd=0.025]
Ep 050/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:54,  1.39it/s, loss=0.729, pair=0.000, adv=3.638, sprd=0.025]
Ep 050/60 [S3:+sens]:  27%|▊  | 91/333 [01:04<02:54,  1.39it/s, loss=0.731, pair=0.000, adv=3.480, sprd=0.024]
Ep 050/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:44,  1.46it/s, loss=0.731, pair=0.000, adv=3.480, sprd=0.024]
Ep 050/60 [S3:+sens]:  28%|▊  | 92/333 [01:05<02:44,  1.46it/s, loss=0.719, pair=0.000, adv=3.392, sprd=0.022]
Ep 050/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:51,  1.40it/s, loss=0.719, pair=0.000, adv=3.392, sprd=0.022]
Ep 050/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:51,  1.40it/s, loss=0.702, pair=0.001, adv=4.014, sprd=0.018]
Ep 050/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.702, pair=0.001, adv=4.014, sprd=0.018]
Ep 050/60 [S3:+sens]:  28%|▊  | 94/333 [01:06<02:39,  1.50it/s, loss=0.736, pair=0.001, adv=3.809, sprd=0.024]
Ep 050/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.736, pair=0.001, adv=3.809, sprd=0.024]
Ep 050/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.710, pair=0.000, adv=4.219, sprd=0.020]
Ep 050/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.51it/s, loss=0.710, pair=0.000, adv=4.219, sprd=0.020]
Ep 050/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:37,  1.51it/s, loss=0.740, pair=0.001, adv=3.874, sprd=0.027]
Ep 050/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.43it/s, loss=0.740, pair=0.001, adv=3.874, sprd=0.027]
Ep 050/60 [S3:+sens]:  29%|▊  | 97/333 [01:08<02:44,  1.43it/s, loss=0.732, pair=0.001, adv=3.916, sprd=0.025]
Ep 050/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.732, pair=0.001, adv=3.916, sprd=0.025]
Ep 050/60 [S3:+sens]:  29%|▉  | 98/333 [01:09<02:38,  1.48it/s, loss=0.732, pair=0.000, adv=3.765, sprd=0.024]
Ep 050/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:45,  1.41it/s, loss=0.732, pair=0.000, adv=3.765, sprd=0.024]
Ep 050/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:45,  1.41it/s, loss=0.717, pair=0.006, adv=3.295, sprd=0.022]
Ep 050/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:35,  1.50it/s, loss=0.717, pair=0.006, adv=3.295, sprd=0.022]
Ep 050/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:35,  1.50it/s, loss=0.717, pair=0.001, adv=4.127, sprd=0.022]
Ep 050/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.45it/s, loss=0.717, pair=0.001, adv=4.127, sprd=0.022]
Ep 050/60 [S3:+sens]:  30%|▌ | 101/333 [01:11<02:39,  1.45it/s, loss=0.724, pair=0.002, adv=3.758, sprd=0.025]
Ep 050/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:30,  1.53it/s, loss=0.724, pair=0.002, adv=3.758, sprd=0.025]
Ep 050/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:30,  1.53it/s, loss=0.717, pair=0.001, adv=4.089, sprd=0.023]
Ep 050/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.717, pair=0.001, adv=4.089, sprd=0.023]
Ep 050/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:39,  1.44it/s, loss=0.739, pair=0.000, adv=3.613, sprd=0.025]
Ep 050/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.739, pair=0.000, adv=3.613, sprd=0.025]
Ep 050/60 [S3:+sens]:  31%|▌ | 104/333 [01:13<02:33,  1.49it/s, loss=0.727, pair=0.003, adv=3.969, sprd=0.022]
Ep 050/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:40,  1.42it/s, loss=0.727, pair=0.003, adv=3.969, sprd=0.022]
Ep 050/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:40,  1.42it/s, loss=0.717, pair=0.004, adv=3.623, sprd=0.022]
Ep 050/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.717, pair=0.004, adv=3.623, sprd=0.022]
Ep 050/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:31,  1.50it/s, loss=0.785, pair=0.002, adv=3.887, sprd=0.019]
Ep 050/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.46it/s, loss=0.785, pair=0.002, adv=3.887, sprd=0.019]
Ep 050/60 [S3:+sens]:  32%|▋ | 107/333 [01:15<02:35,  1.46it/s, loss=0.727, pair=0.000, adv=4.062, sprd=0.021]
Ep 050/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.50it/s, loss=0.727, pair=0.000, adv=4.062, sprd=0.021]
Ep 050/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.50it/s, loss=0.723, pair=0.007, adv=3.870, sprd=0.022]
Ep 050/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.723, pair=0.007, adv=3.870, sprd=0.022]
Ep 050/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:33,  1.46it/s, loss=0.708, pair=0.004, adv=3.911, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:26,  1.52it/s, loss=0.708, pair=0.004, adv=3.911, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 110/333 [01:17<02:26,  1.52it/s, loss=0.711, pair=0.000, adv=3.580, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.43it/s, loss=0.711, pair=0.000, adv=3.580, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.43it/s, loss=0.714, pair=0.001, adv=3.792, sprd=0.020]
Ep 050/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.714, pair=0.001, adv=3.792, sprd=0.020]
Ep 050/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:27,  1.50it/s, loss=0.731, pair=0.001, adv=3.722, sprd=0.027]
Ep 050/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.731, pair=0.001, adv=3.722, sprd=0.027]
Ep 050/60 [S3:+sens]:  34%|▋ | 113/333 [01:19<02:32,  1.44it/s, loss=0.714, pair=0.004, adv=3.998, sprd=0.019]
Ep 050/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:22,  1.53it/s, loss=0.714, pair=0.004, adv=3.998, sprd=0.019]
Ep 050/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:22,  1.53it/s, loss=0.717, pair=0.005, adv=3.474, sprd=0.021]
Ep 050/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:27,  1.47it/s, loss=0.717, pair=0.005, adv=3.474, sprd=0.021]
Ep 050/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:27,  1.47it/s, loss=0.753, pair=0.005, adv=3.779, sprd=0.029]
Ep 050/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.52it/s, loss=0.753, pair=0.005, adv=3.779, sprd=0.029]
Ep 050/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:22,  1.52it/s, loss=0.739, pair=0.001, adv=3.932, sprd=0.027]
Ep 050/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:30,  1.44it/s, loss=0.739, pair=0.001, adv=3.932, sprd=0.027]
Ep 050/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:30,  1.44it/s, loss=0.763, pair=0.005, adv=3.805, sprd=0.031]
Ep 050/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.763, pair=0.005, adv=3.805, sprd=0.031]
Ep 050/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.49it/s, loss=0.714, pair=0.001, adv=3.827, sprd=0.021]
Ep 050/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.714, pair=0.001, adv=3.827, sprd=0.021]
Ep 050/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:28,  1.44it/s, loss=0.712, pair=0.002, adv=3.785, sprd=0.018]
Ep 050/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:20,  1.51it/s, loss=0.712, pair=0.002, adv=3.785, sprd=0.018]
Ep 050/60 [S3:+sens]:  36%|▋ | 120/333 [01:24<02:20,  1.51it/s, loss=0.707, pair=0.004, adv=3.494, sprd=0.019]
Ep 050/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:28,  1.43it/s, loss=0.707, pair=0.004, adv=3.494, sprd=0.019]
Ep 050/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:28,  1.43it/s, loss=0.728, pair=0.004, adv=3.749, sprd=0.024]
Ep 050/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.728, pair=0.004, adv=3.749, sprd=0.024]
Ep 050/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:21,  1.49it/s, loss=0.745, pair=0.001, adv=3.839, sprd=0.027]
Ep 050/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.745, pair=0.001, adv=3.839, sprd=0.027]
Ep 050/60 [S3:+sens]:  37%|▋ | 123/333 [01:26<02:26,  1.43it/s, loss=0.716, pair=0.002, adv=3.736, sprd=0.019]
Ep 050/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.50it/s, loss=0.716, pair=0.002, adv=3.736, sprd=0.019]
Ep 050/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.50it/s, loss=0.730, pair=0.009, adv=3.886, sprd=0.023]
Ep 050/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.730, pair=0.009, adv=3.886, sprd=0.023]
Ep 050/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:25,  1.43it/s, loss=0.726, pair=0.001, adv=3.944, sprd=0.024]
Ep 050/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.726, pair=0.001, adv=3.944, sprd=0.024]
Ep 050/60 [S3:+sens]:  38%|▊ | 126/333 [01:28<02:18,  1.49it/s, loss=0.712, pair=0.000, adv=3.689, sprd=0.021]
Ep 050/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.44it/s, loss=0.712, pair=0.000, adv=3.689, sprd=0.021]
Ep 050/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.44it/s, loss=0.711, pair=0.001, adv=3.442, sprd=0.018]
Ep 050/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.711, pair=0.001, adv=3.442, sprd=0.018]
Ep 050/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:16,  1.50it/s, loss=0.739, pair=0.001, adv=3.828, sprd=0.028]
Ep 050/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.739, pair=0.001, adv=3.828, sprd=0.028]
Ep 050/60 [S3:+sens]:  39%|▊ | 129/333 [01:30<02:25,  1.40it/s, loss=0.720, pair=0.000, adv=3.463, sprd=0.021]
Ep 050/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.720, pair=0.000, adv=3.463, sprd=0.021]
Ep 050/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.714, pair=0.000, adv=3.745, sprd=0.021]
Ep 050/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.714, pair=0.000, adv=3.745, sprd=0.021]
Ep 050/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:22,  1.42it/s, loss=0.683, pair=0.001, adv=3.979, sprd=0.015]
Ep 050/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:13,  1.51it/s, loss=0.683, pair=0.001, adv=3.979, sprd=0.015]
Ep 050/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:13,  1.51it/s, loss=0.739, pair=0.000, adv=3.814, sprd=0.026]
Ep 050/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.739, pair=0.000, adv=3.814, sprd=0.026]
Ep 050/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.715, pair=0.002, adv=3.944, sprd=0.018]
Ep 050/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:11,  1.51it/s, loss=0.715, pair=0.002, adv=3.944, sprd=0.018]
Ep 050/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:11,  1.51it/s, loss=0.746, pair=0.002, adv=4.045, sprd=0.029]
Ep 050/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.746, pair=0.002, adv=4.045, sprd=0.029]
Ep 050/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:17,  1.44it/s, loss=0.717, pair=0.002, adv=3.693, sprd=0.021]
Ep 050/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:09,  1.52it/s, loss=0.717, pair=0.002, adv=3.693, sprd=0.021]
Ep 050/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:09,  1.52it/s, loss=0.730, pair=0.000, adv=3.894, sprd=0.025]
Ep 050/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:16,  1.44it/s, loss=0.730, pair=0.000, adv=3.894, sprd=0.025]
Ep 050/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:16,  1.44it/s, loss=0.717, pair=0.001, adv=3.613, sprd=0.020]
Ep 050/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.50it/s, loss=0.717, pair=0.001, adv=3.613, sprd=0.020]
Ep 050/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:09,  1.50it/s, loss=0.716, pair=0.004, adv=4.028, sprd=0.023]
Ep 050/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:13,  1.45it/s, loss=0.716, pair=0.004, adv=4.028, sprd=0.023]
Ep 050/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:13,  1.45it/s, loss=0.727, pair=0.002, adv=3.847, sprd=0.024]
Ep 050/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.51it/s, loss=0.727, pair=0.002, adv=3.847, sprd=0.024]
Ep 050/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:08,  1.51it/s, loss=0.713, pair=0.002, adv=3.783, sprd=0.018]
Ep 050/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.713, pair=0.002, adv=3.783, sprd=0.018]
Ep 050/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:13,  1.44it/s, loss=0.736, pair=0.000, adv=4.043, sprd=0.027]
Ep 050/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.49it/s, loss=0.736, pair=0.000, adv=4.043, sprd=0.027]
Ep 050/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:07,  1.49it/s, loss=0.729, pair=0.004, adv=3.547, sprd=0.022]
Ep 050/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.729, pair=0.004, adv=3.547, sprd=0.022]
Ep 050/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.720, pair=0.000, adv=3.864, sprd=0.022]
Ep 050/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:08,  1.47it/s, loss=0.720, pair=0.000, adv=3.864, sprd=0.022]
Ep 050/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:08,  1.47it/s, loss=0.725, pair=0.000, adv=4.130, sprd=0.023]
Ep 050/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.42it/s, loss=0.725, pair=0.000, adv=4.130, sprd=0.023]
Ep 050/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.42it/s, loss=0.716, pair=0.005, adv=3.908, sprd=0.021]
Ep 050/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:02,  1.53it/s, loss=0.716, pair=0.005, adv=3.908, sprd=0.021]
Ep 050/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:02,  1.53it/s, loss=0.744, pair=0.001, adv=3.838, sprd=0.027]
Ep 050/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.40it/s, loss=0.744, pair=0.001, adv=3.838, sprd=0.027]
Ep 050/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:12,  1.40it/s, loss=0.723, pair=0.002, adv=3.792, sprd=0.021]
Ep 050/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.49it/s, loss=0.723, pair=0.002, adv=3.792, sprd=0.021]
Ep 050/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:03,  1.49it/s, loss=0.734, pair=0.002, adv=3.651, sprd=0.024]
Ep 050/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.734, pair=0.002, adv=3.651, sprd=0.024]
Ep 050/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.722, pair=0.002, adv=3.560, sprd=0.021]
Ep 050/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.50it/s, loss=0.722, pair=0.002, adv=3.560, sprd=0.021]
Ep 050/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:02,  1.50it/s, loss=0.740, pair=0.002, adv=3.905, sprd=0.025]
Ep 050/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:07,  1.43it/s, loss=0.740, pair=0.002, adv=3.905, sprd=0.025]
Ep 050/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:07,  1.43it/s, loss=0.751, pair=0.010, adv=3.956, sprd=0.030]
Ep 050/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.48it/s, loss=0.751, pair=0.010, adv=3.956, sprd=0.030]
Ep 050/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.48it/s, loss=0.704, pair=0.000, adv=3.917, sprd=0.019]
Ep 050/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.704, pair=0.000, adv=3.917, sprd=0.019]
Ep 050/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:06,  1.42it/s, loss=0.730, pair=0.000, adv=3.863, sprd=0.023]
Ep 050/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.730, pair=0.000, adv=3.863, sprd=0.023]
Ep 050/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.49it/s, loss=0.746, pair=0.012, adv=3.745, sprd=0.029]
Ep 050/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.746, pair=0.012, adv=3.745, sprd=0.029]
Ep 050/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.720, pair=0.005, adv=3.879, sprd=0.024]
Ep 050/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:57,  1.51it/s, loss=0.720, pair=0.005, adv=3.879, sprd=0.024]
Ep 050/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:57,  1.51it/s, loss=0.721, pair=0.000, adv=3.662, sprd=0.022]
Ep 050/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.721, pair=0.000, adv=3.662, sprd=0.022]
Ep 050/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:02,  1.44it/s, loss=0.716, pair=0.000, adv=3.733, sprd=0.021]
Ep 050/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:56,  1.50it/s, loss=0.716, pair=0.000, adv=3.733, sprd=0.021]
Ep 050/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<01:56,  1.50it/s, loss=0.753, pair=0.000, adv=4.044, sprd=0.027]
Ep 050/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:05,  1.38it/s, loss=0.753, pair=0.000, adv=4.044, sprd=0.027]
Ep 050/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:05,  1.38it/s, loss=0.735, pair=0.011, adv=3.866, sprd=0.026]
Ep 050/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:58,  1.46it/s, loss=0.735, pair=0.011, adv=3.866, sprd=0.026]
Ep 050/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:58,  1.46it/s, loss=0.701, pair=0.005, adv=3.535, sprd=0.017]
Ep 050/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.701, pair=0.005, adv=3.535, sprd=0.017]
Ep 050/60 [S3:+sens]:  48%|▉ | 161/333 [01:52<02:00,  1.43it/s, loss=0.742, pair=0.000, adv=3.989, sprd=0.026]
Ep 050/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.742, pair=0.000, adv=3.989, sprd=0.026]
Ep 050/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.726, pair=0.001, adv=3.950, sprd=0.022]
Ep 050/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:59,  1.43it/s, loss=0.726, pair=0.001, adv=3.950, sprd=0.022]
Ep 050/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:59,  1.43it/s, loss=0.700, pair=0.002, adv=3.786, sprd=0.018]
Ep 050/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.700, pair=0.002, adv=3.786, sprd=0.018]
Ep 050/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:53,  1.49it/s, loss=0.750, pair=0.002, adv=3.657, sprd=0.027]
Ep 050/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:01,  1.38it/s, loss=0.750, pair=0.002, adv=3.657, sprd=0.027]
Ep 050/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:01,  1.38it/s, loss=0.737, pair=0.001, adv=3.667, sprd=0.026]
Ep 050/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:54,  1.46it/s, loss=0.737, pair=0.001, adv=3.667, sprd=0.026]
Ep 050/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:54,  1.46it/s, loss=0.731, pair=0.005, adv=3.858, sprd=0.023]
Ep 050/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.38it/s, loss=0.731, pair=0.005, adv=3.858, sprd=0.023]
Ep 050/60 [S3:+sens]:  50%|█ | 167/333 [01:56<01:59,  1.38it/s, loss=0.722, pair=0.007, adv=3.687, sprd=0.025]
Ep 050/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.47it/s, loss=0.722, pair=0.007, adv=3.687, sprd=0.025]
Ep 050/60 [S3:+sens]:  50%|█ | 168/333 [01:57<01:52,  1.47it/s, loss=0.730, pair=0.001, adv=3.795, sprd=0.026]
Ep 050/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.41it/s, loss=0.730, pair=0.001, adv=3.795, sprd=0.026]
Ep 050/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.41it/s, loss=0.715, pair=0.002, adv=3.814, sprd=0.018]
Ep 050/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:50,  1.47it/s, loss=0.715, pair=0.002, adv=3.814, sprd=0.018]
Ep 050/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:50,  1.47it/s, loss=0.740, pair=0.000, adv=3.798, sprd=0.028]
Ep 050/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.740, pair=0.000, adv=3.798, sprd=0.028]
Ep 050/60 [S3:+sens]:  51%|█ | 171/333 [01:59<01:54,  1.42it/s, loss=0.718, pair=0.011, adv=4.076, sprd=0.021]
Ep 050/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.48it/s, loss=0.718, pair=0.011, adv=4.076, sprd=0.021]
Ep 050/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.48it/s, loss=0.726, pair=0.001, adv=3.761, sprd=0.024]
Ep 050/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:53,  1.41it/s, loss=0.726, pair=0.001, adv=3.761, sprd=0.024]
Ep 050/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:53,  1.41it/s, loss=0.700, pair=0.000, adv=3.589, sprd=0.019]
Ep 050/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.50it/s, loss=0.700, pair=0.000, adv=3.589, sprd=0.019]
Ep 050/60 [S3:+sens]:  52%|█ | 174/333 [02:01<01:45,  1.50it/s, loss=0.732, pair=0.000, adv=3.769, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.42it/s, loss=0.732, pair=0.000, adv=3.769, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.42it/s, loss=0.752, pair=0.007, adv=3.713, sprd=0.031]
Ep 050/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.47it/s, loss=0.752, pair=0.007, adv=3.713, sprd=0.031]
Ep 050/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:46,  1.47it/s, loss=0.718, pair=0.001, adv=3.748, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.43it/s, loss=0.718, pair=0.001, adv=3.748, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 177/333 [02:03<01:48,  1.43it/s, loss=0.722, pair=0.001, adv=3.877, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:41,  1.52it/s, loss=0.722, pair=0.001, adv=3.877, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:41,  1.52it/s, loss=0.726, pair=0.000, adv=3.793, sprd=0.024]
Ep 050/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.726, pair=0.000, adv=3.793, sprd=0.024]
Ep 050/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:46,  1.44it/s, loss=0.741, pair=0.001, adv=3.530, sprd=0.027]
Ep 050/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.741, pair=0.001, adv=3.530, sprd=0.027]
Ep 050/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:43,  1.48it/s, loss=0.724, pair=0.000, adv=3.520, sprd=0.024]
Ep 050/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.724, pair=0.000, adv=3.520, sprd=0.024]
Ep 050/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.757, pair=0.000, adv=3.969, sprd=0.029]
Ep 050/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.47it/s, loss=0.757, pair=0.000, adv=3.969, sprd=0.029]
Ep 050/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:42,  1.47it/s, loss=0.726, pair=0.004, adv=3.583, sprd=0.024]
Ep 050/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.726, pair=0.004, adv=3.583, sprd=0.024]
Ep 050/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:45,  1.42it/s, loss=0.718, pair=0.004, adv=3.600, sprd=0.022]
Ep 050/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.718, pair=0.004, adv=3.600, sprd=0.022]
Ep 050/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.722, pair=0.002, adv=3.823, sprd=0.022]
Ep 050/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.44it/s, loss=0.722, pair=0.002, adv=3.823, sprd=0.022]
Ep 050/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:42,  1.44it/s, loss=0.725, pair=0.002, adv=3.878, sprd=0.023]
Ep 050/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.725, pair=0.002, adv=3.878, sprd=0.023]
Ep 050/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:37,  1.51it/s, loss=0.713, pair=0.000, adv=3.428, sprd=0.020]
Ep 050/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.713, pair=0.000, adv=3.428, sprd=0.020]
Ep 050/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.712, pair=0.000, adv=3.555, sprd=0.022]
Ep 050/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.52it/s, loss=0.712, pair=0.000, adv=3.555, sprd=0.022]
Ep 050/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.731, pair=0.002, adv=3.969, sprd=0.024]
Ep 050/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.42it/s, loss=0.731, pair=0.002, adv=3.969, sprd=0.024]
Ep 050/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:41,  1.42it/s, loss=0.703, pair=0.002, adv=3.838, sprd=0.019]
Ep 050/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.49it/s, loss=0.703, pair=0.002, adv=3.838, sprd=0.019]
Ep 050/60 [S3:+sens]:  57%|█▏| 190/333 [02:12<01:35,  1.49it/s, loss=0.726, pair=0.001, adv=3.743, sprd=0.023]
Ep 050/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:39,  1.43it/s, loss=0.726, pair=0.001, adv=3.743, sprd=0.023]
Ep 050/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:39,  1.43it/s, loss=0.725, pair=0.007, adv=3.925, sprd=0.024]
Ep 050/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.49it/s, loss=0.725, pair=0.007, adv=3.925, sprd=0.024]
Ep 050/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.49it/s, loss=0.750, pair=0.031, adv=3.963, sprd=0.028]
Ep 050/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.44it/s, loss=0.750, pair=0.031, adv=3.963, sprd=0.028]
Ep 050/60 [S3:+sens]:  58%|█▏| 193/333 [02:14<01:37,  1.44it/s, loss=0.727, pair=0.003, adv=3.901, sprd=0.026]
Ep 050/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.50it/s, loss=0.727, pair=0.003, adv=3.901, sprd=0.026]
Ep 050/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.50it/s, loss=0.724, pair=0.003, adv=3.897, sprd=0.024]
Ep 050/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.724, pair=0.003, adv=3.897, sprd=0.024]
Ep 050/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:36,  1.43it/s, loss=0.731, pair=0.002, adv=3.764, sprd=0.025]
Ep 050/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.731, pair=0.002, adv=3.764, sprd=0.025]
Ep 050/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:31,  1.50it/s, loss=0.716, pair=0.000, adv=4.039, sprd=0.020]
Ep 050/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.45it/s, loss=0.716, pair=0.000, adv=4.039, sprd=0.020]
Ep 050/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.45it/s, loss=0.708, pair=0.000, adv=3.658, sprd=0.021]
Ep 050/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.708, pair=0.000, adv=3.658, sprd=0.021]
Ep 050/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:28,  1.52it/s, loss=0.734, pair=0.004, adv=3.968, sprd=0.026]
Ep 050/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:31,  1.46it/s, loss=0.734, pair=0.004, adv=3.968, sprd=0.026]
Ep 050/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:31,  1.46it/s, loss=0.739, pair=0.004, adv=4.002, sprd=0.027]
Ep 050/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.739, pair=0.004, adv=4.002, sprd=0.027]
Ep 050/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.725, pair=0.001, adv=3.624, sprd=0.023]
Ep 050/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.725, pair=0.001, adv=3.624, sprd=0.023]
Ep 050/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:31,  1.44it/s, loss=0.723, pair=0.002, adv=3.622, sprd=0.026]
Ep 050/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.723, pair=0.002, adv=3.622, sprd=0.026]
Ep 050/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:27,  1.50it/s, loss=0.708, pair=0.004, adv=3.823, sprd=0.021]
Ep 050/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:29,  1.45it/s, loss=0.708, pair=0.004, adv=3.823, sprd=0.021]
Ep 050/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:29,  1.45it/s, loss=0.703, pair=0.002, adv=3.484, sprd=0.017]
Ep 050/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.51it/s, loss=0.703, pair=0.002, adv=3.484, sprd=0.017]
Ep 050/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:25,  1.51it/s, loss=0.729, pair=0.001, adv=3.868, sprd=0.024]
Ep 050/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.44it/s, loss=0.729, pair=0.001, adv=3.868, sprd=0.024]
Ep 050/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:28,  1.44it/s, loss=0.741, pair=0.003, adv=3.532, sprd=0.028]
Ep 050/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.49it/s, loss=0.741, pair=0.003, adv=3.532, sprd=0.028]
Ep 050/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.49it/s, loss=0.720, pair=0.001, adv=4.143, sprd=0.022]
Ep 050/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.44it/s, loss=0.720, pair=0.001, adv=4.143, sprd=0.022]
Ep 050/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.44it/s, loss=0.731, pair=0.003, adv=3.610, sprd=0.024]
Ep 050/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.49it/s, loss=0.731, pair=0.003, adv=3.610, sprd=0.024]
Ep 050/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.49it/s, loss=0.746, pair=0.006, adv=3.558, sprd=0.027]
Ep 050/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.36it/s, loss=0.746, pair=0.006, adv=3.558, sprd=0.027]
Ep 050/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.36it/s, loss=0.717, pair=0.003, adv=3.753, sprd=0.019]
Ep 050/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:24,  1.46it/s, loss=0.717, pair=0.003, adv=3.753, sprd=0.019]
Ep 050/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.792, pair=0.004, adv=3.931, sprd=0.022]
Ep 050/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:27,  1.40it/s, loss=0.792, pair=0.004, adv=3.931, sprd=0.022]
Ep 050/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:27,  1.40it/s, loss=0.698, pair=0.004, adv=3.741, sprd=0.018]
Ep 050/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.698, pair=0.004, adv=3.741, sprd=0.018]
Ep 050/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:21,  1.49it/s, loss=0.762, pair=0.000, adv=3.554, sprd=0.031]
Ep 050/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:28,  1.35it/s, loss=0.762, pair=0.000, adv=3.554, sprd=0.031]
Ep 050/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:28,  1.35it/s, loss=0.732, pair=0.002, adv=3.766, sprd=0.026]
Ep 050/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:21,  1.45it/s, loss=0.732, pair=0.002, adv=3.766, sprd=0.026]
Ep 050/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:21,  1.45it/s, loss=0.725, pair=0.001, adv=3.875, sprd=0.021]
Ep 050/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:25,  1.39it/s, loss=0.725, pair=0.001, adv=3.875, sprd=0.021]
Ep 050/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:25,  1.39it/s, loss=0.724, pair=0.001, adv=3.742, sprd=0.024]
Ep 050/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:20,  1.45it/s, loss=0.724, pair=0.001, adv=3.742, sprd=0.024]
Ep 050/60 [S3:+sens]:  65%|█▎| 216/333 [02:30<01:20,  1.45it/s, loss=0.764, pair=0.002, adv=3.649, sprd=0.029]
Ep 050/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:27,  1.32it/s, loss=0.764, pair=0.002, adv=3.649, sprd=0.029]
Ep 050/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:27,  1.32it/s, loss=0.727, pair=0.004, adv=3.727, sprd=0.023]
Ep 050/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:21,  1.42it/s, loss=0.727, pair=0.004, adv=3.727, sprd=0.023]
Ep 050/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:21,  1.42it/s, loss=0.757, pair=0.010, adv=3.612, sprd=0.030]
Ep 050/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:22,  1.37it/s, loss=0.757, pair=0.010, adv=3.612, sprd=0.030]
Ep 050/60 [S3:+sens]:  66%|█▎| 219/333 [02:32<01:22,  1.37it/s, loss=0.728, pair=0.002, adv=3.896, sprd=0.026]
Ep 050/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:17,  1.45it/s, loss=0.728, pair=0.002, adv=3.896, sprd=0.026]
Ep 050/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:17,  1.45it/s, loss=0.726, pair=0.006, adv=3.551, sprd=0.023]
Ep 050/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.42it/s, loss=0.726, pair=0.006, adv=3.551, sprd=0.023]
Ep 050/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:18,  1.42it/s, loss=0.713, pair=0.003, adv=3.673, sprd=0.019]
Ep 050/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.713, pair=0.003, adv=3.673, sprd=0.019]
Ep 050/60 [S3:+sens]:  67%|█▎| 222/333 [02:34<01:13,  1.51it/s, loss=0.730, pair=0.000, adv=3.859, sprd=0.022]
Ep 050/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.730, pair=0.000, adv=3.859, sprd=0.022]
Ep 050/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.744, pair=0.000, adv=3.683, sprd=0.028]
Ep 050/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:16,  1.43it/s, loss=0.744, pair=0.000, adv=3.683, sprd=0.028]
Ep 050/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:16,  1.43it/s, loss=0.737, pair=0.000, adv=3.793, sprd=0.022]
Ep 050/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:21,  1.33it/s, loss=0.737, pair=0.000, adv=3.793, sprd=0.022]
Ep 050/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:21,  1.33it/s, loss=0.718, pair=0.002, adv=4.052, sprd=0.023]
Ep 050/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:15,  1.43it/s, loss=0.718, pair=0.002, adv=4.052, sprd=0.023]
Ep 050/60 [S3:+sens]:  68%|█▎| 226/333 [02:37<01:15,  1.43it/s, loss=0.726, pair=0.000, adv=3.983, sprd=0.022]
Ep 050/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:20,  1.32it/s, loss=0.726, pair=0.000, adv=3.983, sprd=0.022]
Ep 050/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:20,  1.32it/s, loss=0.716, pair=0.003, adv=4.194, sprd=0.021]
Ep 050/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:13,  1.43it/s, loss=0.716, pair=0.003, adv=4.194, sprd=0.021]
Ep 050/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:13,  1.43it/s, loss=0.720, pair=0.000, adv=3.798, sprd=0.020]
Ep 050/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.38it/s, loss=0.720, pair=0.000, adv=3.798, sprd=0.020]
Ep 050/60 [S3:+sens]:  69%|█▍| 229/333 [02:39<01:15,  1.38it/s, loss=0.729, pair=0.001, adv=3.867, sprd=0.024]
Ep 050/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.44it/s, loss=0.729, pair=0.001, adv=3.867, sprd=0.024]
Ep 050/60 [S3:+sens]:  69%|█▍| 230/333 [02:40<01:11,  1.44it/s, loss=0.735, pair=0.008, adv=3.934, sprd=0.025]
Ep 050/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:14,  1.38it/s, loss=0.735, pair=0.008, adv=3.934, sprd=0.025]
Ep 050/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:14,  1.38it/s, loss=0.734, pair=0.005, adv=3.743, sprd=0.026]
Ep 050/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:10,  1.44it/s, loss=0.734, pair=0.005, adv=3.743, sprd=0.026]
Ep 050/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:10,  1.44it/s, loss=0.730, pair=0.007, adv=3.831, sprd=0.021]
Ep 050/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:12,  1.38it/s, loss=0.730, pair=0.007, adv=3.831, sprd=0.021]
Ep 050/60 [S3:+sens]:  70%|█▍| 233/333 [02:42<01:12,  1.38it/s, loss=0.734, pair=0.001, adv=4.007, sprd=0.026]
Ep 050/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:08,  1.45it/s, loss=0.734, pair=0.001, adv=4.007, sprd=0.026]
Ep 050/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:08,  1.45it/s, loss=0.744, pair=0.002, adv=3.713, sprd=0.024]
Ep 050/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:12,  1.35it/s, loss=0.744, pair=0.002, adv=3.713, sprd=0.024]
Ep 050/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:12,  1.35it/s, loss=0.720, pair=0.000, adv=3.882, sprd=0.023]
Ep 050/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:07,  1.44it/s, loss=0.720, pair=0.000, adv=3.882, sprd=0.023]
Ep 050/60 [S3:+sens]:  71%|█▍| 236/333 [02:44<01:07,  1.44it/s, loss=0.735, pair=0.004, adv=3.754, sprd=0.025]
Ep 050/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:09,  1.38it/s, loss=0.735, pair=0.004, adv=3.754, sprd=0.025]
Ep 050/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:09,  1.38it/s, loss=0.720, pair=0.001, adv=3.611, sprd=0.023]
Ep 050/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:05,  1.45it/s, loss=0.720, pair=0.001, adv=3.611, sprd=0.023]
Ep 050/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:05,  1.45it/s, loss=0.727, pair=0.002, adv=3.769, sprd=0.023]
Ep 050/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.41it/s, loss=0.727, pair=0.002, adv=3.769, sprd=0.023]
Ep 050/60 [S3:+sens]:  72%|█▍| 239/333 [02:46<01:06,  1.41it/s, loss=0.703, pair=0.002, adv=3.856, sprd=0.019]
Ep 050/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.50it/s, loss=0.703, pair=0.002, adv=3.856, sprd=0.019]
Ep 050/60 [S3:+sens]:  72%|█▍| 240/333 [02:47<01:02,  1.50it/s, loss=0.718, pair=0.005, adv=3.571, sprd=0.020]
Ep 050/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:04,  1.43it/s, loss=0.718, pair=0.005, adv=3.571, sprd=0.020]
Ep 050/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:04,  1.43it/s, loss=0.700, pair=0.000, adv=3.876, sprd=0.018]
Ep 050/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.51it/s, loss=0.700, pair=0.000, adv=3.876, sprd=0.018]
Ep 050/60 [S3:+sens]:  73%|█▍| 242/333 [02:48<01:00,  1.51it/s, loss=0.728, pair=0.002, adv=3.541, sprd=0.024]
Ep 050/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.44it/s, loss=0.728, pair=0.002, adv=3.541, sprd=0.024]
Ep 050/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.44it/s, loss=0.720, pair=0.005, adv=3.543, sprd=0.021]
Ep 050/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.720, pair=0.005, adv=3.543, sprd=0.021]
Ep 050/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.50it/s, loss=0.711, pair=0.001, adv=3.727, sprd=0.018]
Ep 050/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.44it/s, loss=0.711, pair=0.001, adv=3.727, sprd=0.018]
Ep 050/60 [S3:+sens]:  74%|█▍| 245/333 [02:50<01:01,  1.44it/s, loss=0.700, pair=0.001, adv=3.590, sprd=0.020]
Ep 050/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:57,  1.52it/s, loss=0.700, pair=0.001, adv=3.590, sprd=0.020]
Ep 050/60 [S3:+sens]:  74%|█▍| 246/333 [02:51<00:57,  1.52it/s, loss=0.736, pair=0.005, adv=3.667, sprd=0.024]
Ep 050/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:01,  1.40it/s, loss=0.736, pair=0.005, adv=3.667, sprd=0.024]
Ep 050/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:01,  1.40it/s, loss=0.709, pair=0.012, adv=3.759, sprd=0.019]
Ep 050/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.50it/s, loss=0.709, pair=0.012, adv=3.759, sprd=0.019]
Ep 050/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:56,  1.50it/s, loss=0.703, pair=0.003, adv=3.774, sprd=0.019]
Ep 050/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:58,  1.43it/s, loss=0.703, pair=0.003, adv=3.774, sprd=0.019]
Ep 050/60 [S3:+sens]:  75%|█▍| 249/333 [02:53<00:58,  1.43it/s, loss=0.696, pair=0.003, adv=3.507, sprd=0.018]
Ep 050/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.696, pair=0.003, adv=3.507, sprd=0.018]
Ep 050/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.752, pair=0.002, adv=4.084, sprd=0.029]
Ep 050/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.42it/s, loss=0.752, pair=0.002, adv=4.084, sprd=0.029]
Ep 050/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.744, pair=0.000, adv=3.774, sprd=0.030]
Ep 050/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.744, pair=0.000, adv=3.774, sprd=0.030]
Ep 050/60 [S3:+sens]:  76%|█▌| 252/333 [02:55<00:54,  1.49it/s, loss=0.740, pair=0.001, adv=3.787, sprd=0.025]
Ep 050/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:56,  1.43it/s, loss=0.740, pair=0.001, adv=3.787, sprd=0.025]
Ep 050/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:56,  1.43it/s, loss=0.704, pair=0.002, adv=3.610, sprd=0.020]
Ep 050/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.49it/s, loss=0.704, pair=0.002, adv=3.610, sprd=0.020]
Ep 050/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.49it/s, loss=0.729, pair=0.001, adv=3.841, sprd=0.024]
Ep 050/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.42it/s, loss=0.729, pair=0.001, adv=3.841, sprd=0.024]
Ep 050/60 [S3:+sens]:  77%|█▌| 255/333 [02:57<00:54,  1.42it/s, loss=0.718, pair=0.000, adv=3.721, sprd=0.021]
Ep 050/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.48it/s, loss=0.718, pair=0.000, adv=3.721, sprd=0.021]
Ep 050/60 [S3:+sens]:  77%|█▌| 256/333 [02:58<00:51,  1.48it/s, loss=0.737, pair=0.000, adv=3.660, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:55,  1.36it/s, loss=0.737, pair=0.000, adv=3.660, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:55,  1.36it/s, loss=0.724, pair=0.000, adv=3.739, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:51,  1.45it/s, loss=0.724, pair=0.000, adv=3.739, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 258/333 [02:59<00:51,  1.45it/s, loss=0.735, pair=0.000, adv=3.805, sprd=0.026]
Ep 050/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.41it/s, loss=0.735, pair=0.000, adv=3.805, sprd=0.026]
Ep 050/60 [S3:+sens]:  78%|█▌| 259/333 [03:00<00:52,  1.41it/s, loss=0.708, pair=0.000, adv=3.882, sprd=0.020]
Ep 050/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.48it/s, loss=0.708, pair=0.000, adv=3.882, sprd=0.020]
Ep 050/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.48it/s, loss=0.681, pair=0.001, adv=3.503, sprd=0.014]
Ep 050/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.44it/s, loss=0.681, pair=0.001, adv=3.503, sprd=0.014]
Ep 050/60 [S3:+sens]:  78%|█▌| 261/333 [03:01<00:50,  1.44it/s, loss=0.716, pair=0.001, adv=3.388, sprd=0.018]
Ep 050/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:46,  1.52it/s, loss=0.716, pair=0.001, adv=3.388, sprd=0.018]
Ep 050/60 [S3:+sens]:  79%|█▌| 262/333 [03:02<00:46,  1.52it/s, loss=0.762, pair=0.002, adv=3.659, sprd=0.034]
Ep 050/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.45it/s, loss=0.762, pair=0.002, adv=3.659, sprd=0.034]
Ep 050/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.45it/s, loss=0.733, pair=0.010, adv=3.911, sprd=0.025]
Ep 050/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.50it/s, loss=0.733, pair=0.010, adv=3.911, sprd=0.025]
Ep 050/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:45,  1.50it/s, loss=0.760, pair=0.007, adv=3.610, sprd=0.031]
Ep 050/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:48,  1.41it/s, loss=0.760, pair=0.007, adv=3.610, sprd=0.031]
Ep 050/60 [S3:+sens]:  80%|█▌| 265/333 [03:04<00:48,  1.41it/s, loss=0.722, pair=0.000, adv=3.856, sprd=0.022]
Ep 050/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.722, pair=0.000, adv=3.856, sprd=0.022]
Ep 050/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.735, pair=0.004, adv=3.839, sprd=0.028]
Ep 050/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.44it/s, loss=0.735, pair=0.004, adv=3.839, sprd=0.028]
Ep 050/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:45,  1.44it/s, loss=0.729, pair=0.001, adv=3.809, sprd=0.022]
Ep 050/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.50it/s, loss=0.729, pair=0.001, adv=3.809, sprd=0.022]
Ep 050/60 [S3:+sens]:  80%|█▌| 268/333 [03:06<00:43,  1.50it/s, loss=0.724, pair=0.000, adv=3.748, sprd=0.022]
Ep 050/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.44it/s, loss=0.724, pair=0.000, adv=3.748, sprd=0.022]
Ep 050/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.44it/s, loss=0.730, pair=0.002, adv=3.855, sprd=0.024]
Ep 050/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.49it/s, loss=0.730, pair=0.002, adv=3.855, sprd=0.024]
Ep 050/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:42,  1.49it/s, loss=0.716, pair=0.000, adv=3.927, sprd=0.021]
Ep 050/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.42it/s, loss=0.716, pair=0.000, adv=3.927, sprd=0.021]
Ep 050/60 [S3:+sens]:  81%|█▋| 271/333 [03:08<00:43,  1.42it/s, loss=0.726, pair=0.000, adv=4.140, sprd=0.025]
Ep 050/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.50it/s, loss=0.726, pair=0.000, adv=4.140, sprd=0.025]
Ep 050/60 [S3:+sens]:  82%|█▋| 272/333 [03:09<00:40,  1.50it/s, loss=0.734, pair=0.001, adv=3.792, sprd=0.025]
Ep 050/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:43,  1.39it/s, loss=0.734, pair=0.001, adv=3.792, sprd=0.025]
Ep 050/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:43,  1.39it/s, loss=0.723, pair=0.010, adv=3.790, sprd=0.022]
Ep 050/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.45it/s, loss=0.723, pair=0.010, adv=3.790, sprd=0.022]
Ep 050/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:40,  1.45it/s, loss=0.737, pair=0.007, adv=3.780, sprd=0.023]
Ep 050/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.39it/s, loss=0.737, pair=0.007, adv=3.780, sprd=0.023]
Ep 050/60 [S3:+sens]:  83%|█▋| 275/333 [03:11<00:41,  1.39it/s, loss=0.726, pair=0.001, adv=3.838, sprd=0.027]
Ep 050/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.46it/s, loss=0.726, pair=0.001, adv=3.838, sprd=0.027]
Ep 050/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.46it/s, loss=0.703, pair=0.001, adv=3.834, sprd=0.018]
Ep 050/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.42it/s, loss=0.703, pair=0.001, adv=3.834, sprd=0.018]
Ep 050/60 [S3:+sens]:  83%|█▋| 277/333 [03:12<00:39,  1.42it/s, loss=0.724, pair=0.000, adv=3.835, sprd=0.024]
Ep 050/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.49it/s, loss=0.724, pair=0.000, adv=3.835, sprd=0.024]
Ep 050/60 [S3:+sens]:  83%|█▋| 278/333 [03:13<00:36,  1.49it/s, loss=0.731, pair=0.005, adv=3.687, sprd=0.024]
Ep 050/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:39,  1.37it/s, loss=0.731, pair=0.005, adv=3.687, sprd=0.024]
Ep 050/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:39,  1.37it/s, loss=0.736, pair=0.002, adv=3.823, sprd=0.027]
Ep 050/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:36,  1.44it/s, loss=0.736, pair=0.002, adv=3.823, sprd=0.027]
Ep 050/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:36,  1.44it/s, loss=0.738, pair=0.002, adv=3.769, sprd=0.027]
Ep 050/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:37,  1.40it/s, loss=0.738, pair=0.002, adv=3.769, sprd=0.027]
Ep 050/60 [S3:+sens]:  84%|█▋| 281/333 [03:15<00:37,  1.40it/s, loss=0.731, pair=0.002, adv=3.523, sprd=0.024]
Ep 050/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:35,  1.46it/s, loss=0.731, pair=0.002, adv=3.523, sprd=0.024]
Ep 050/60 [S3:+sens]:  85%|█▋| 282/333 [03:16<00:35,  1.46it/s, loss=0.741, pair=0.003, adv=3.623, sprd=0.026]
Ep 050/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:36,  1.38it/s, loss=0.741, pair=0.003, adv=3.623, sprd=0.026]
Ep 050/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:36,  1.38it/s, loss=0.721, pair=0.008, adv=3.745, sprd=0.024]
Ep 050/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.46it/s, loss=0.721, pair=0.008, adv=3.745, sprd=0.024]
Ep 050/60 [S3:+sens]:  85%|█▋| 284/333 [03:17<00:33,  1.46it/s, loss=0.730, pair=0.005, adv=3.904, sprd=0.024]
Ep 050/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:35,  1.36it/s, loss=0.730, pair=0.005, adv=3.904, sprd=0.024]
Ep 050/60 [S3:+sens]:  86%|█▋| 285/333 [03:18<00:35,  1.36it/s, loss=0.710, pair=0.003, adv=3.481, sprd=0.019]
Ep 050/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:32,  1.44it/s, loss=0.710, pair=0.003, adv=3.481, sprd=0.019]
Ep 050/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:32,  1.44it/s, loss=0.741, pair=0.004, adv=3.804, sprd=0.027]
Ep 050/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.39it/s, loss=0.741, pair=0.004, adv=3.804, sprd=0.027]
Ep 050/60 [S3:+sens]:  86%|█▋| 287/333 [03:19<00:32,  1.39it/s, loss=0.738, pair=0.002, adv=3.782, sprd=0.025]
Ep 050/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.46it/s, loss=0.738, pair=0.002, adv=3.782, sprd=0.025]
Ep 050/60 [S3:+sens]:  86%|█▋| 288/333 [03:20<00:30,  1.46it/s, loss=0.740, pair=0.003, adv=3.794, sprd=0.025]
Ep 050/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:31,  1.41it/s, loss=0.740, pair=0.003, adv=3.794, sprd=0.025]
Ep 050/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:31,  1.41it/s, loss=0.734, pair=0.004, adv=3.568, sprd=0.024]
Ep 050/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.47it/s, loss=0.734, pair=0.004, adv=3.568, sprd=0.024]
Ep 050/60 [S3:+sens]:  87%|█▋| 290/333 [03:21<00:29,  1.47it/s, loss=0.718, pair=0.002, adv=3.634, sprd=0.020]
Ep 050/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:30,  1.36it/s, loss=0.718, pair=0.002, adv=3.634, sprd=0.020]
Ep 050/60 [S3:+sens]:  87%|█▋| 291/333 [03:22<00:30,  1.36it/s, loss=0.719, pair=0.006, adv=3.668, sprd=0.022]
Ep 050/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:28,  1.45it/s, loss=0.719, pair=0.006, adv=3.668, sprd=0.022]
Ep 050/60 [S3:+sens]:  88%|█▊| 292/333 [03:23<00:28,  1.45it/s, loss=0.750, pair=0.004, adv=3.827, sprd=0.028]
Ep 050/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:29,  1.35it/s, loss=0.750, pair=0.004, adv=3.827, sprd=0.028]
Ep 050/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:29,  1.35it/s, loss=0.739, pair=0.004, adv=3.485, sprd=0.024]
Ep 050/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:27,  1.43it/s, loss=0.739, pair=0.004, adv=3.485, sprd=0.024]
Ep 050/60 [S3:+sens]:  88%|█▊| 294/333 [03:24<00:27,  1.43it/s, loss=0.716, pair=0.004, adv=3.703, sprd=0.021]
Ep 050/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:27,  1.38it/s, loss=0.716, pair=0.004, adv=3.703, sprd=0.021]
Ep 050/60 [S3:+sens]:  89%|█▊| 295/333 [03:25<00:27,  1.38it/s, loss=0.735, pair=0.008, adv=3.767, sprd=0.023]
Ep 050/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.44it/s, loss=0.735, pair=0.008, adv=3.767, sprd=0.023]
Ep 050/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.44it/s, loss=0.732, pair=0.004, adv=3.866, sprd=0.026]
Ep 050/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.39it/s, loss=0.732, pair=0.004, adv=3.866, sprd=0.026]
Ep 050/60 [S3:+sens]:  89%|█▊| 297/333 [03:26<00:25,  1.39it/s, loss=0.712, pair=0.004, adv=4.017, sprd=0.020]
Ep 050/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.47it/s, loss=0.712, pair=0.004, adv=4.017, sprd=0.020]
Ep 050/60 [S3:+sens]:  89%|█▊| 298/333 [03:27<00:23,  1.47it/s, loss=0.749, pair=0.000, adv=3.677, sprd=0.030]
Ep 050/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.41it/s, loss=0.749, pair=0.000, adv=3.677, sprd=0.030]
Ep 050/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.41it/s, loss=0.703, pair=0.005, adv=3.748, sprd=0.017]
Ep 050/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.50it/s, loss=0.703, pair=0.005, adv=3.748, sprd=0.017]
Ep 050/60 [S3:+sens]:  90%|█▊| 300/333 [03:28<00:21,  1.50it/s, loss=0.713, pair=0.003, adv=3.579, sprd=0.022]
Ep 050/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.43it/s, loss=0.713, pair=0.003, adv=3.579, sprd=0.022]
Ep 050/60 [S3:+sens]:  90%|█▊| 301/333 [03:29<00:22,  1.43it/s, loss=0.722, pair=0.002, adv=3.679, sprd=0.024]
Ep 050/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.50it/s, loss=0.722, pair=0.002, adv=3.679, sprd=0.024]
Ep 050/60 [S3:+sens]:  91%|█▊| 302/333 [03:30<00:20,  1.50it/s, loss=0.705, pair=0.003, adv=3.514, sprd=0.019]
Ep 050/60 [S3:+sens]:  91%|█▊| 303/333 [03:30<00:20,  1.43it/s, loss=0.705, pair=0.003, adv=3.514, sprd=0.019]
Ep 050/60 [S3:+sens]:  91%|█▊| 303/333 [03:30<00:20,  1.43it/s, loss=0.712, pair=0.006, adv=3.589, sprd=0.021]
Ep 050/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.52it/s, loss=0.712, pair=0.006, adv=3.589, sprd=0.021]
Ep 050/60 [S3:+sens]:  91%|█▊| 304/333 [03:31<00:19,  1.52it/s, loss=0.728, pair=0.005, adv=3.603, sprd=0.021]
Ep 050/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.41it/s, loss=0.728, pair=0.005, adv=3.603, sprd=0.021]
Ep 050/60 [S3:+sens]:  92%|█▊| 305/333 [03:32<00:19,  1.41it/s, loss=0.713, pair=0.001, adv=3.743, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.48it/s, loss=0.713, pair=0.001, adv=3.743, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.48it/s, loss=0.717, pair=0.010, adv=3.748, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.43it/s, loss=0.717, pair=0.010, adv=3.748, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 307/333 [03:33<00:18,  1.43it/s, loss=0.743, pair=0.000, adv=3.645, sprd=0.028]
Ep 050/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.743, pair=0.000, adv=3.645, sprd=0.028]
Ep 050/60 [S3:+sens]:  92%|█▊| 308/333 [03:34<00:16,  1.48it/s, loss=0.713, pair=0.012, adv=3.699, sprd=0.019]
Ep 050/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:16,  1.45it/s, loss=0.713, pair=0.012, adv=3.699, sprd=0.019]
Ep 050/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:16,  1.45it/s, loss=0.710, pair=0.005, adv=3.761, sprd=0.019]
Ep 050/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.53it/s, loss=0.710, pair=0.005, adv=3.761, sprd=0.019]
Ep 050/60 [S3:+sens]:  93%|█▊| 310/333 [03:35<00:15,  1.53it/s, loss=0.788, pair=0.001, adv=3.738, sprd=0.022]
Ep 050/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.45it/s, loss=0.788, pair=0.001, adv=3.738, sprd=0.022]
Ep 050/60 [S3:+sens]:  93%|█▊| 311/333 [03:36<00:15,  1.45it/s, loss=0.711, pair=0.003, adv=3.905, sprd=0.020]
Ep 050/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:13,  1.51it/s, loss=0.711, pair=0.003, adv=3.905, sprd=0.020]
Ep 050/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:13,  1.51it/s, loss=0.731, pair=0.002, adv=3.559, sprd=0.027]
Ep 050/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.731, pair=0.002, adv=3.559, sprd=0.027]
Ep 050/60 [S3:+sens]:  94%|█▉| 313/333 [03:37<00:14,  1.43it/s, loss=0.735, pair=0.006, adv=3.683, sprd=0.026]
Ep 050/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.735, pair=0.006, adv=3.683, sprd=0.026]
Ep 050/60 [S3:+sens]:  94%|█▉| 314/333 [03:38<00:12,  1.49it/s, loss=0.733, pair=0.009, adv=3.703, sprd=0.023]
Ep 050/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.733, pair=0.009, adv=3.703, sprd=0.023]
Ep 050/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.711, pair=0.005, adv=3.724, sprd=0.021]
Ep 050/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.711, pair=0.005, adv=3.724, sprd=0.021]
Ep 050/60 [S3:+sens]:  95%|█▉| 316/333 [03:39<00:11,  1.49it/s, loss=0.712, pair=0.002, adv=3.759, sprd=0.020]
Ep 050/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.712, pair=0.002, adv=3.759, sprd=0.020]
Ep 050/60 [S3:+sens]:  95%|█▉| 317/333 [03:40<00:11,  1.42it/s, loss=0.737, pair=0.003, adv=4.218, sprd=0.027]
Ep 050/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.737, pair=0.003, adv=4.218, sprd=0.027]
Ep 050/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.804, pair=0.005, adv=3.782, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.804, pair=0.005, adv=3.782, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 319/333 [03:41<00:09,  1.44it/s, loss=0.706, pair=0.003, adv=3.558, sprd=0.020]
Ep 050/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.706, pair=0.003, adv=3.558, sprd=0.020]
Ep 050/60 [S3:+sens]:  96%|█▉| 320/333 [03:42<00:08,  1.49it/s, loss=0.727, pair=0.005, adv=3.638, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.727, pair=0.005, adv=3.638, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.697, pair=0.005, adv=3.559, sprd=0.019]
Ep 050/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.52it/s, loss=0.697, pair=0.005, adv=3.559, sprd=0.019]
Ep 050/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.52it/s, loss=0.744, pair=0.003, adv=3.725, sprd=0.026]
Ep 050/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.744, pair=0.003, adv=3.725, sprd=0.026]
Ep 050/60 [S3:+sens]:  97%|█▉| 323/333 [03:44<00:07,  1.40it/s, loss=0.725, pair=0.005, adv=3.720, sprd=0.021]
Ep 050/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.725, pair=0.005, adv=3.720, sprd=0.021]
Ep 050/60 [S3:+sens]:  97%|█▉| 324/333 [03:45<00:06,  1.47it/s, loss=0.810, pair=0.001, adv=3.774, sprd=0.028]
Ep 050/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.810, pair=0.001, adv=3.774, sprd=0.028]
Ep 050/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.724, pair=0.007, adv=3.633, sprd=0.022]
Ep 050/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.724, pair=0.007, adv=3.633, sprd=0.022]
Ep 050/60 [S3:+sens]:  98%|█▉| 326/333 [03:46<00:04,  1.49it/s, loss=0.713, pair=0.005, adv=3.598, sprd=0.022]
Ep 050/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.713, pair=0.005, adv=3.598, sprd=0.022]
Ep 050/60 [S3:+sens]:  98%|█▉| 327/333 [03:47<00:04,  1.44it/s, loss=0.711, pair=0.006, adv=3.871, sprd=0.018]
Ep 050/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.711, pair=0.006, adv=3.871, sprd=0.018]
Ep 050/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.717, pair=0.004, adv=3.697, sprd=0.021]
Ep 050/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.717, pair=0.004, adv=3.697, sprd=0.021]
Ep 050/60 [S3:+sens]:  99%|█▉| 329/333 [03:48<00:02,  1.44it/s, loss=0.734, pair=0.007, adv=3.540, sprd=0.024]
Ep 050/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:01,  1.51it/s, loss=0.734, pair=0.007, adv=3.540, sprd=0.024]
Ep 050/60 [S3:+sens]:  99%|█▉| 330/333 [03:49<00:01,  1.51it/s, loss=0.722, pair=0.002, adv=3.832, sprd=0.022]
Ep 050/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.722, pair=0.002, adv=3.832, sprd=0.022]
Ep 050/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.726, pair=0.004, adv=3.690, sprd=0.023]
Ep 050/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.726, pair=0.004, adv=3.690, sprd=0.023]
Ep 050/60 [S3:+sens]: 100%|█▉| 332/333 [03:50<00:00,  1.49it/s, loss=0.716, pair=0.003, adv=3.939, sprd=0.017]
Ep 050/60 [S3:+sens]: 100%|██| 333/333 [03:50<00:00,  1.37it/s, loss=0.716, pair=0.003, adv=3.939, sprd=0.017]
                                                                                                              
Epoch 050/60 [S3:+sens]  loss=0.7274  mat=0.2381  sens=1.0129  pair=0.0030  adv=3.7843(rand=3.37)  deg=0.0044  orth=0.0007  spread=0.0232  q_mean=49.6  q_std=15.3  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.27e-05  231s

Ep 051/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 051/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.728, pair=0.000, adv=3.354, sprd=0.025]
Ep 051/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:07,  1.11s/it, loss=0.728, pair=0.000, adv=3.354, sprd=0.025]
Ep 051/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:07,  1.11s/it, loss=0.709, pair=0.004, adv=3.545, sprd=0.020]
Ep 051/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:30,  1.22it/s, loss=0.709, pair=0.004, adv=3.545, sprd=0.020]
Ep 051/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:30,  1.22it/s, loss=0.716, pair=0.003, adv=3.629, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:19,  1.27it/s, loss=0.716, pair=0.003, adv=3.629, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:19,  1.27it/s, loss=0.708, pair=0.000, adv=3.658, sprd=0.020]
Ep 051/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.708, pair=0.000, adv=3.658, sprd=0.020]
Ep 051/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.763, pair=0.008, adv=3.557, sprd=0.030]
Ep 051/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:02,  1.35it/s, loss=0.763, pair=0.008, adv=3.557, sprd=0.030]
Ep 051/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:02,  1.35it/s, loss=0.737, pair=0.002, adv=3.982, sprd=0.027]
Ep 051/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:45,  1.45it/s, loss=0.737, pair=0.002, adv=3.982, sprd=0.027]
Ep 051/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:45,  1.45it/s, loss=0.715, pair=0.005, adv=3.748, sprd=0.019]
Ep 051/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:54,  1.39it/s, loss=0.715, pair=0.005, adv=3.748, sprd=0.019]
Ep 051/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:54,  1.39it/s, loss=0.736, pair=0.008, adv=3.498, sprd=0.023]
Ep 051/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:42,  1.46it/s, loss=0.736, pair=0.008, adv=3.498, sprd=0.023]
Ep 051/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.746, pair=0.006, adv=3.753, sprd=0.028]
Ep 051/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:50,  1.41it/s, loss=0.746, pair=0.006, adv=3.753, sprd=0.028]
Ep 051/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:50,  1.41it/s, loss=0.706, pair=0.001, adv=3.788, sprd=0.019]
Ep 051/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.49it/s, loss=0.706, pair=0.001, adv=3.788, sprd=0.019]
Ep 051/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.49it/s, loss=0.708, pair=0.007, adv=3.767, sprd=0.018]
Ep 051/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:46,  1.42it/s, loss=0.708, pair=0.007, adv=3.767, sprd=0.018]
Ep 051/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.715, pair=0.001, adv=3.648, sprd=0.022]
Ep 051/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:34,  1.50it/s, loss=0.715, pair=0.001, adv=3.648, sprd=0.022]
Ep 051/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:34,  1.50it/s, loss=0.740, pair=0.004, adv=3.596, sprd=0.027]
Ep 051/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.43it/s, loss=0.740, pair=0.004, adv=3.596, sprd=0.027]
Ep 051/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.43it/s, loss=0.735, pair=0.002, adv=3.720, sprd=0.024]
Ep 051/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.735, pair=0.002, adv=3.720, sprd=0.024]
Ep 051/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.720, pair=0.001, adv=3.761, sprd=0.020]
Ep 051/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:38,  1.45it/s, loss=0.720, pair=0.001, adv=3.761, sprd=0.020]
Ep 051/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:38,  1.45it/s, loss=0.725, pair=0.000, adv=3.636, sprd=0.022]
Ep 051/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:28,  1.52it/s, loss=0.725, pair=0.000, adv=3.636, sprd=0.022]
Ep 051/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:28,  1.52it/s, loss=0.739, pair=0.003, adv=3.732, sprd=0.028]
Ep 051/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:40,  1.44it/s, loss=0.739, pair=0.003, adv=3.732, sprd=0.028]
Ep 051/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:40,  1.44it/s, loss=0.714, pair=0.000, adv=4.143, sprd=0.023]
Ep 051/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:30,  1.50it/s, loss=0.714, pair=0.000, adv=4.143, sprd=0.023]
Ep 051/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:30,  1.50it/s, loss=0.730, pair=0.002, adv=4.107, sprd=0.024]
Ep 051/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.44it/s, loss=0.730, pair=0.002, adv=4.107, sprd=0.024]
Ep 051/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.44it/s, loss=0.727, pair=0.000, adv=3.408, sprd=0.024]
Ep 051/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:27,  1.51it/s, loss=0.727, pair=0.000, adv=3.408, sprd=0.024]
Ep 051/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:27,  1.51it/s, loss=0.732, pair=0.000, adv=3.954, sprd=0.023]
Ep 051/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:44,  1.39it/s, loss=0.732, pair=0.000, adv=3.954, sprd=0.023]
Ep 051/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:44,  1.39it/s, loss=0.721, pair=0.000, adv=3.654, sprd=0.023]
Ep 051/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:32,  1.46it/s, loss=0.721, pair=0.000, adv=3.654, sprd=0.023]
Ep 051/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:32,  1.46it/s, loss=0.737, pair=0.001, adv=4.068, sprd=0.026]
Ep 051/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.737, pair=0.001, adv=4.068, sprd=0.026]
Ep 051/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.751, pair=0.000, adv=3.867, sprd=0.031]
Ep 051/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:31,  1.46it/s, loss=0.751, pair=0.000, adv=3.867, sprd=0.031]
Ep 051/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:31,  1.46it/s, loss=0.740, pair=0.003, adv=3.825, sprd=0.026]
Ep 051/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:40,  1.40it/s, loss=0.740, pair=0.003, adv=3.825, sprd=0.026]
Ep 051/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:40,  1.40it/s, loss=0.729, pair=0.000, adv=3.989, sprd=0.026]
Ep 051/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:30,  1.46it/s, loss=0.729, pair=0.000, adv=3.989, sprd=0.026]
Ep 051/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:30,  1.46it/s, loss=0.726, pair=0.000, adv=3.781, sprd=0.025]
Ep 051/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:37,  1.40it/s, loss=0.726, pair=0.000, adv=3.781, sprd=0.025]
Ep 051/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:37,  1.40it/s, loss=0.707, pair=0.000, adv=3.554, sprd=0.019]
Ep 051/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:25,  1.48it/s, loss=0.707, pair=0.000, adv=3.554, sprd=0.019]
Ep 051/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:25,  1.48it/s, loss=0.741, pair=0.002, adv=3.822, sprd=0.024]
Ep 051/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.741, pair=0.002, adv=3.822, sprd=0.024]
Ep 051/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:34,  1.42it/s, loss=0.745, pair=0.006, adv=3.805, sprd=0.028]
Ep 051/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:27,  1.46it/s, loss=0.745, pair=0.006, adv=3.805, sprd=0.028]
Ep 051/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:27,  1.46it/s, loss=0.731, pair=0.000, adv=3.953, sprd=0.026]
Ep 051/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:30,  1.43it/s, loss=0.731, pair=0.000, adv=3.953, sprd=0.026]
Ep 051/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:30,  1.43it/s, loss=0.745, pair=0.004, adv=3.515, sprd=0.025]
Ep 051/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:22,  1.49it/s, loss=0.745, pair=0.004, adv=3.515, sprd=0.025]
Ep 051/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:22,  1.49it/s, loss=0.720, pair=0.000, adv=3.619, sprd=0.022]
Ep 051/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:28,  1.44it/s, loss=0.720, pair=0.000, adv=3.619, sprd=0.022]
Ep 051/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:28,  1.44it/s, loss=0.710, pair=0.010, adv=3.596, sprd=0.017]
Ep 051/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:15,  1.53it/s, loss=0.710, pair=0.010, adv=3.596, sprd=0.017]
Ep 051/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:15,  1.53it/s, loss=0.717, pair=0.001, adv=3.582, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:25,  1.45it/s, loss=0.717, pair=0.001, adv=3.582, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:25,  1.45it/s, loss=0.712, pair=0.000, adv=3.577, sprd=0.020]
Ep 051/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:15,  1.52it/s, loss=0.712, pair=0.000, adv=3.577, sprd=0.020]
Ep 051/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:15,  1.52it/s, loss=0.731, pair=0.001, adv=3.445, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:24,  1.45it/s, loss=0.731, pair=0.001, adv=3.445, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:24,  1.45it/s, loss=0.763, pair=0.001, adv=3.414, sprd=0.034]
Ep 051/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:18,  1.49it/s, loss=0.763, pair=0.001, adv=3.414, sprd=0.034]
Ep 051/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:18,  1.49it/s, loss=0.725, pair=0.007, adv=3.534, sprd=0.022]
Ep 051/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:27,  1.42it/s, loss=0.725, pair=0.007, adv=3.534, sprd=0.022]
Ep 051/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:27,  1.42it/s, loss=0.709, pair=0.001, adv=3.806, sprd=0.017]
Ep 051/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:16,  1.49it/s, loss=0.709, pair=0.001, adv=3.806, sprd=0.017]
Ep 051/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:16,  1.49it/s, loss=0.727, pair=0.001, adv=3.692, sprd=0.023]
Ep 051/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:27,  1.41it/s, loss=0.727, pair=0.001, adv=3.692, sprd=0.023]
Ep 051/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:27,  1.41it/s, loss=0.701, pair=0.002, adv=3.456, sprd=0.018]
Ep 051/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.701, pair=0.002, adv=3.456, sprd=0.018]
Ep 051/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.721, pair=0.000, adv=4.055, sprd=0.021]
Ep 051/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:21,  1.44it/s, loss=0.721, pair=0.000, adv=4.055, sprd=0.021]
Ep 051/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:21,  1.44it/s, loss=0.700, pair=0.003, adv=3.467, sprd=0.017]
Ep 051/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:09,  1.52it/s, loss=0.700, pair=0.003, adv=3.467, sprd=0.017]
Ep 051/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:09,  1.52it/s, loss=0.801, pair=0.001, adv=3.776, sprd=0.026]
Ep 051/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.43it/s, loss=0.801, pair=0.001, adv=3.776, sprd=0.026]
Ep 051/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.43it/s, loss=0.708, pair=0.003, adv=3.739, sprd=0.019]
Ep 051/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.708, pair=0.003, adv=3.739, sprd=0.019]
Ep 051/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.715, pair=0.003, adv=3.576, sprd=0.023]
Ep 051/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.715, pair=0.003, adv=3.576, sprd=0.023]
Ep 051/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.722, pair=0.005, adv=3.706, sprd=0.022]
Ep 051/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.722, pair=0.005, adv=3.706, sprd=0.022]
Ep 051/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:09,  1.50it/s, loss=0.726, pair=0.001, adv=3.918, sprd=0.023]
Ep 051/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:19,  1.43it/s, loss=0.726, pair=0.001, adv=3.918, sprd=0.023]
Ep 051/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:19,  1.43it/s, loss=0.717, pair=0.010, adv=3.478, sprd=0.021]
Ep 051/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.717, pair=0.010, adv=3.478, sprd=0.021]
Ep 051/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.734, pair=0.002, adv=3.963, sprd=0.023]
Ep 051/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:20,  1.41it/s, loss=0.734, pair=0.002, adv=3.963, sprd=0.023]
Ep 051/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:20,  1.41it/s, loss=0.741, pair=0.006, adv=3.805, sprd=0.027]
Ep 051/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:10,  1.47it/s, loss=0.741, pair=0.006, adv=3.805, sprd=0.027]
Ep 051/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.47it/s, loss=0.714, pair=0.002, adv=3.832, sprd=0.020]
Ep 051/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.714, pair=0.002, adv=3.832, sprd=0.020]
Ep 051/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.723, pair=0.002, adv=4.003, sprd=0.022]
Ep 051/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.50it/s, loss=0.723, pair=0.002, adv=4.003, sprd=0.022]
Ep 051/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:05,  1.50it/s, loss=0.785, pair=0.005, adv=3.542, sprd=0.023]
Ep 051/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.785, pair=0.005, adv=3.542, sprd=0.023]
Ep 051/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.749, pair=0.000, adv=3.901, sprd=0.030]
Ep 051/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.749, pair=0.000, adv=3.901, sprd=0.030]
Ep 051/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.742, pair=0.002, adv=3.830, sprd=0.025]
Ep 051/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:15,  1.41it/s, loss=0.742, pair=0.002, adv=3.830, sprd=0.025]
Ep 051/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:15,  1.41it/s, loss=0.720, pair=0.008, adv=3.755, sprd=0.022]
Ep 051/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.720, pair=0.008, adv=3.755, sprd=0.022]
Ep 051/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.738, pair=0.003, adv=3.823, sprd=0.025]
Ep 051/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:07,  1.46it/s, loss=0.738, pair=0.003, adv=3.823, sprd=0.025]
Ep 051/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:07,  1.46it/s, loss=0.709, pair=0.000, adv=3.685, sprd=0.019]
Ep 051/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:57,  1.54it/s, loss=0.709, pair=0.000, adv=3.685, sprd=0.019]
Ep 051/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:57,  1.54it/s, loss=0.726, pair=0.000, adv=3.684, sprd=0.025]
Ep 051/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:03,  1.48it/s, loss=0.726, pair=0.000, adv=3.684, sprd=0.025]
Ep 051/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:03,  1.48it/s, loss=0.730, pair=0.000, adv=3.856, sprd=0.027]
Ep 051/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:56,  1.53it/s, loss=0.730, pair=0.000, adv=3.856, sprd=0.027]
Ep 051/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:56,  1.53it/s, loss=0.718, pair=0.005, adv=3.630, sprd=0.021]
Ep 051/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:01,  1.48it/s, loss=0.718, pair=0.005, adv=3.630, sprd=0.021]
Ep 051/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:01,  1.48it/s, loss=0.747, pair=0.001, adv=3.442, sprd=0.028]
Ep 051/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:56,  1.52it/s, loss=0.747, pair=0.001, adv=3.442, sprd=0.028]
Ep 051/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:56,  1.52it/s, loss=0.712, pair=0.014, adv=3.570, sprd=0.019]
Ep 051/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:07,  1.43it/s, loss=0.712, pair=0.014, adv=3.570, sprd=0.019]
Ep 051/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.719, pair=0.005, adv=3.686, sprd=0.022]
Ep 051/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.49it/s, loss=0.719, pair=0.005, adv=3.686, sprd=0.022]
Ep 051/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.49it/s, loss=0.705, pair=0.002, adv=3.686, sprd=0.017]
Ep 051/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.705, pair=0.002, adv=3.686, sprd=0.017]
Ep 051/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.710, pair=0.000, adv=3.883, sprd=0.019]
Ep 051/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:56,  1.50it/s, loss=0.710, pair=0.000, adv=3.883, sprd=0.019]
Ep 051/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:56,  1.50it/s, loss=0.728, pair=0.001, adv=3.649, sprd=0.025]
Ep 051/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:02,  1.44it/s, loss=0.728, pair=0.001, adv=3.649, sprd=0.025]
Ep 051/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:02,  1.44it/s, loss=0.753, pair=0.004, adv=3.794, sprd=0.031]
Ep 051/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.753, pair=0.004, adv=3.794, sprd=0.031]
Ep 051/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.706, pair=0.006, adv=3.497, sprd=0.017]
Ep 051/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:03,  1.43it/s, loss=0.706, pair=0.006, adv=3.497, sprd=0.017]
Ep 051/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:03,  1.43it/s, loss=0.726, pair=0.001, adv=3.748, sprd=0.025]
Ep 051/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:56,  1.48it/s, loss=0.726, pair=0.001, adv=3.748, sprd=0.025]
Ep 051/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.720, pair=0.000, adv=3.375, sprd=0.020]
Ep 051/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.42it/s, loss=0.720, pair=0.000, adv=3.375, sprd=0.020]
Ep 051/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.42it/s, loss=0.716, pair=0.002, adv=3.671, sprd=0.021]
Ep 051/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:52,  1.50it/s, loss=0.716, pair=0.002, adv=3.671, sprd=0.021]
Ep 051/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.752, pair=0.003, adv=3.982, sprd=0.031]
Ep 051/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:59,  1.44it/s, loss=0.752, pair=0.003, adv=3.982, sprd=0.031]
Ep 051/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.741, pair=0.007, adv=3.552, sprd=0.029]
Ep 051/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.741, pair=0.007, adv=3.552, sprd=0.029]
Ep 051/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.711, pair=0.005, adv=3.621, sprd=0.020]
Ep 051/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.711, pair=0.005, adv=3.621, sprd=0.020]
Ep 051/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.725, pair=0.004, adv=3.875, sprd=0.022]
Ep 051/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:51,  1.49it/s, loss=0.725, pair=0.004, adv=3.875, sprd=0.022]
Ep 051/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:51,  1.49it/s, loss=0.736, pair=0.002, adv=3.430, sprd=0.027]
Ep 051/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.42it/s, loss=0.736, pair=0.002, adv=3.430, sprd=0.027]
Ep 051/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:58,  1.42it/s, loss=0.707, pair=0.004, adv=3.316, sprd=0.020]
Ep 051/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.707, pair=0.004, adv=3.316, sprd=0.020]
Ep 051/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.726, pair=0.005, adv=3.847, sprd=0.025]
Ep 051/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:55,  1.44it/s, loss=0.726, pair=0.005, adv=3.847, sprd=0.025]
Ep 051/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:55,  1.44it/s, loss=0.735, pair=0.000, adv=3.850, sprd=0.025]
Ep 051/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:48,  1.49it/s, loss=0.735, pair=0.000, adv=3.850, sprd=0.025]
Ep 051/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:48,  1.49it/s, loss=0.720, pair=0.005, adv=3.834, sprd=0.023]
Ep 051/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.720, pair=0.005, adv=3.834, sprd=0.023]
Ep 051/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.722, pair=0.005, adv=3.506, sprd=0.023]
Ep 051/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.47it/s, loss=0.722, pair=0.005, adv=3.506, sprd=0.023]
Ep 051/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.47it/s, loss=0.711, pair=0.007, adv=3.767, sprd=0.019]
Ep 051/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.711, pair=0.007, adv=3.767, sprd=0.019]
Ep 051/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:54,  1.42it/s, loss=0.725, pair=0.005, adv=3.613, sprd=0.023]
Ep 051/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:47,  1.48it/s, loss=0.725, pair=0.005, adv=3.613, sprd=0.023]
Ep 051/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:47,  1.48it/s, loss=0.728, pair=0.002, adv=4.006, sprd=0.026]
Ep 051/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:55,  1.40it/s, loss=0.728, pair=0.002, adv=4.006, sprd=0.026]
Ep 051/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.696, pair=0.003, adv=3.335, sprd=0.015]
Ep 051/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.696, pair=0.003, adv=3.335, sprd=0.015]
Ep 051/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.723, pair=0.006, adv=3.909, sprd=0.022]
Ep 051/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.723, pair=0.006, adv=3.909, sprd=0.022]
Ep 051/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.741, pair=0.006, adv=3.988, sprd=0.024]
Ep 051/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:44,  1.48it/s, loss=0.741, pair=0.006, adv=3.988, sprd=0.024]
Ep 051/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.48it/s, loss=0.715, pair=0.007, adv=3.489, sprd=0.021]
Ep 051/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:48,  1.44it/s, loss=0.715, pair=0.007, adv=3.489, sprd=0.021]
Ep 051/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.735, pair=0.005, adv=3.902, sprd=0.026]
Ep 051/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:41,  1.49it/s, loss=0.735, pair=0.005, adv=3.902, sprd=0.026]
Ep 051/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:41,  1.49it/s, loss=0.712, pair=0.003, adv=3.890, sprd=0.022]
Ep 051/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:44,  1.46it/s, loss=0.712, pair=0.003, adv=3.890, sprd=0.022]
Ep 051/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:44,  1.46it/s, loss=0.729, pair=0.008, adv=3.819, sprd=0.023]
Ep 051/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:37,  1.52it/s, loss=0.729, pair=0.008, adv=3.819, sprd=0.023]
Ep 051/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:37,  1.52it/s, loss=0.723, pair=0.001, adv=3.883, sprd=0.022]
Ep 051/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:47,  1.42it/s, loss=0.723, pair=0.001, adv=3.883, sprd=0.022]
Ep 051/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:47,  1.42it/s, loss=0.738, pair=0.000, adv=3.466, sprd=0.027]
Ep 051/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.48it/s, loss=0.738, pair=0.000, adv=3.466, sprd=0.027]
Ep 051/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.48it/s, loss=0.724, pair=0.001, adv=3.849, sprd=0.024]
Ep 051/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:44,  1.43it/s, loss=0.724, pair=0.001, adv=3.849, sprd=0.024]
Ep 051/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.43it/s, loss=0.733, pair=0.005, adv=3.991, sprd=0.024]
Ep 051/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.733, pair=0.005, adv=3.991, sprd=0.024]
Ep 051/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.721, pair=0.002, adv=3.963, sprd=0.020]
Ep 051/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:46,  1.41it/s, loss=0.721, pair=0.002, adv=3.963, sprd=0.020]
Ep 051/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:46,  1.41it/s, loss=0.721, pair=0.001, adv=3.927, sprd=0.024]
Ep 051/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:37,  1.48it/s, loss=0.721, pair=0.001, adv=3.927, sprd=0.024]
Ep 051/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:37,  1.48it/s, loss=0.721, pair=0.001, adv=3.554, sprd=0.021]
Ep 051/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:43,  1.42it/s, loss=0.721, pair=0.001, adv=3.554, sprd=0.021]
Ep 051/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:43,  1.42it/s, loss=0.725, pair=0.006, adv=3.756, sprd=0.024]
Ep 051/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:33,  1.51it/s, loss=0.725, pair=0.006, adv=3.756, sprd=0.024]
Ep 051/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:33,  1.51it/s, loss=0.723, pair=0.003, adv=3.669, sprd=0.019]
Ep 051/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:44,  1.40it/s, loss=0.723, pair=0.003, adv=3.669, sprd=0.019]
Ep 051/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:44,  1.40it/s, loss=0.739, pair=0.004, adv=3.696, sprd=0.027]
Ep 051/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:34,  1.48it/s, loss=0.739, pair=0.004, adv=3.696, sprd=0.027]
Ep 051/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.724, pair=0.004, adv=3.921, sprd=0.024]
Ep 051/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.724, pair=0.004, adv=3.921, sprd=0.024]
Ep 051/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.725, pair=0.008, adv=4.203, sprd=0.023]
Ep 051/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:32,  1.49it/s, loss=0.725, pair=0.008, adv=4.203, sprd=0.023]
Ep 051/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.753, pair=0.006, adv=3.931, sprd=0.030]
Ep 051/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:41,  1.40it/s, loss=0.753, pair=0.006, adv=3.931, sprd=0.030]
Ep 051/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:41,  1.40it/s, loss=0.734, pair=0.010, adv=3.781, sprd=0.025]
Ep 051/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:34,  1.46it/s, loss=0.734, pair=0.010, adv=3.781, sprd=0.025]
Ep 051/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:34,  1.46it/s, loss=0.716, pair=0.005, adv=3.965, sprd=0.019]
Ep 051/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:39,  1.41it/s, loss=0.716, pair=0.005, adv=3.965, sprd=0.019]
Ep 051/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:39,  1.41it/s, loss=0.719, pair=0.001, adv=3.570, sprd=0.021]
Ep 051/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:30,  1.48it/s, loss=0.719, pair=0.001, adv=3.570, sprd=0.021]
Ep 051/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.48it/s, loss=0.744, pair=0.007, adv=3.976, sprd=0.026]
Ep 051/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.744, pair=0.007, adv=3.976, sprd=0.026]
Ep 051/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:40,  1.38it/s, loss=0.718, pair=0.008, adv=4.092, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:31,  1.46it/s, loss=0.718, pair=0.008, adv=4.092, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:31,  1.46it/s, loss=0.729, pair=0.004, adv=3.959, sprd=0.023]
Ep 051/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:34,  1.42it/s, loss=0.729, pair=0.004, adv=3.959, sprd=0.023]
Ep 051/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.42it/s, loss=0.716, pair=0.005, adv=3.811, sprd=0.023]
Ep 051/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.716, pair=0.005, adv=3.811, sprd=0.023]
Ep 051/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.50it/s, loss=0.731, pair=0.001, adv=3.730, sprd=0.023]
Ep 051/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.731, pair=0.001, adv=3.730, sprd=0.023]
Ep 051/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.723, pair=0.000, adv=4.120, sprd=0.024]
Ep 051/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:21,  1.53it/s, loss=0.723, pair=0.000, adv=4.120, sprd=0.024]
Ep 051/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:21,  1.53it/s, loss=0.738, pair=0.005, adv=4.062, sprd=0.025]
Ep 051/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:27,  1.47it/s, loss=0.738, pair=0.005, adv=4.062, sprd=0.025]
Ep 051/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:27,  1.47it/s, loss=0.704, pair=0.006, adv=3.674, sprd=0.017]
Ep 051/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:19,  1.54it/s, loss=0.704, pair=0.006, adv=3.674, sprd=0.017]
Ep 051/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:19,  1.54it/s, loss=0.729, pair=0.002, adv=3.605, sprd=0.026]
Ep 051/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:26,  1.46it/s, loss=0.729, pair=0.002, adv=3.605, sprd=0.026]
Ep 051/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:26,  1.46it/s, loss=0.727, pair=0.001, adv=4.147, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:19,  1.53it/s, loss=0.727, pair=0.001, adv=4.147, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:19,  1.53it/s, loss=0.724, pair=0.000, adv=3.767, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.44it/s, loss=0.724, pair=0.000, adv=3.767, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.44it/s, loss=0.737, pair=0.009, adv=3.692, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:21,  1.49it/s, loss=0.737, pair=0.009, adv=3.692, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.711, pair=0.004, adv=3.985, sprd=0.019]
Ep 051/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:25,  1.44it/s, loss=0.711, pair=0.004, adv=3.985, sprd=0.019]
Ep 051/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:25,  1.44it/s, loss=0.742, pair=0.010, adv=3.622, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.49it/s, loss=0.742, pair=0.010, adv=3.622, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.49it/s, loss=0.720, pair=0.002, adv=3.573, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:22,  1.46it/s, loss=0.720, pair=0.002, adv=3.573, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:22,  1.46it/s, loss=0.731, pair=0.000, adv=3.700, sprd=0.025]
Ep 051/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:18,  1.49it/s, loss=0.731, pair=0.000, adv=3.700, sprd=0.025]
Ep 051/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.759, pair=0.007, adv=3.932, sprd=0.030]
Ep 051/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:24,  1.43it/s, loss=0.759, pair=0.007, adv=3.932, sprd=0.030]
Ep 051/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:24,  1.43it/s, loss=0.723, pair=0.000, adv=3.984, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:17,  1.49it/s, loss=0.723, pair=0.000, adv=3.984, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.49it/s, loss=0.717, pair=0.001, adv=3.464, sprd=0.018]
Ep 051/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:22,  1.43it/s, loss=0.717, pair=0.001, adv=3.464, sprd=0.018]
Ep 051/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:22,  1.43it/s, loss=0.700, pair=0.002, adv=3.630, sprd=0.017]
Ep 051/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.700, pair=0.002, adv=3.630, sprd=0.017]
Ep 051/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:13,  1.52it/s, loss=0.706, pair=0.003, adv=3.733, sprd=0.020]
Ep 051/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.43it/s, loss=0.706, pair=0.003, adv=3.733, sprd=0.020]
Ep 051/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.43it/s, loss=0.723, pair=0.001, adv=3.864, sprd=0.022]
Ep 051/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.49it/s, loss=0.723, pair=0.001, adv=3.864, sprd=0.022]
Ep 051/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.49it/s, loss=0.709, pair=0.000, adv=3.900, sprd=0.016]
Ep 051/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:23,  1.39it/s, loss=0.709, pair=0.000, adv=3.900, sprd=0.016]
Ep 051/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:23,  1.39it/s, loss=0.710, pair=0.002, adv=3.727, sprd=0.019]
Ep 051/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:14,  1.48it/s, loss=0.710, pair=0.002, adv=3.727, sprd=0.019]
Ep 051/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:14,  1.48it/s, loss=0.749, pair=0.006, adv=3.871, sprd=0.027]
Ep 051/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:19,  1.42it/s, loss=0.749, pair=0.006, adv=3.871, sprd=0.027]
Ep 051/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.755, pair=0.007, adv=3.832, sprd=0.030]
Ep 051/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:13,  1.47it/s, loss=0.755, pair=0.007, adv=3.832, sprd=0.030]
Ep 051/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:13,  1.47it/s, loss=0.723, pair=0.005, adv=3.928, sprd=0.024]
Ep 051/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.42it/s, loss=0.723, pair=0.005, adv=3.928, sprd=0.024]
Ep 051/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.42it/s, loss=0.738, pair=0.007, adv=3.730, sprd=0.025]
Ep 051/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:12,  1.47it/s, loss=0.738, pair=0.007, adv=3.730, sprd=0.025]
Ep 051/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:12,  1.47it/s, loss=0.725, pair=0.002, adv=3.471, sprd=0.021]
Ep 051/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:23,  1.35it/s, loss=0.725, pair=0.002, adv=3.471, sprd=0.021]
Ep 051/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:23,  1.35it/s, loss=0.726, pair=0.001, adv=3.960, sprd=0.026]
Ep 051/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:12,  1.45it/s, loss=0.726, pair=0.001, adv=3.960, sprd=0.026]
Ep 051/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:12,  1.45it/s, loss=0.728, pair=0.003, adv=3.507, sprd=0.022]
Ep 051/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:16,  1.41it/s, loss=0.728, pair=0.003, adv=3.507, sprd=0.022]
Ep 051/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:16,  1.41it/s, loss=0.713, pair=0.000, adv=3.881, sprd=0.022]
Ep 051/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:08,  1.49it/s, loss=0.713, pair=0.000, adv=3.881, sprd=0.022]
Ep 051/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.49it/s, loss=0.717, pair=0.007, adv=3.385, sprd=0.021]
Ep 051/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.43it/s, loss=0.717, pair=0.007, adv=3.385, sprd=0.021]
Ep 051/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.43it/s, loss=0.711, pair=0.003, adv=3.764, sprd=0.019]
Ep 051/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:04,  1.52it/s, loss=0.711, pair=0.003, adv=3.764, sprd=0.019]
Ep 051/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.724, pair=0.001, adv=4.144, sprd=0.022]
Ep 051/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.45it/s, loss=0.724, pair=0.001, adv=4.144, sprd=0.022]
Ep 051/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.45it/s, loss=0.715, pair=0.001, adv=3.560, sprd=0.021]
Ep 051/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=0.715, pair=0.001, adv=3.560, sprd=0.021]
Ep 051/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.729, pair=0.007, adv=3.890, sprd=0.021]
Ep 051/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:13,  1.39it/s, loss=0.729, pair=0.007, adv=3.890, sprd=0.021]
Ep 051/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:13,  1.39it/s, loss=0.724, pair=0.001, adv=3.965, sprd=0.024]
Ep 051/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:06,  1.46it/s, loss=0.724, pair=0.001, adv=3.965, sprd=0.024]
Ep 051/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:06,  1.46it/s, loss=0.713, pair=0.000, adv=3.846, sprd=0.020]
Ep 051/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.713, pair=0.000, adv=3.846, sprd=0.020]
Ep 051/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:11,  1.40it/s, loss=0.712, pair=0.006, adv=3.639, sprd=0.018]
Ep 051/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:04,  1.48it/s, loss=0.712, pair=0.006, adv=3.639, sprd=0.018]
Ep 051/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:04,  1.48it/s, loss=0.741, pair=0.002, adv=3.915, sprd=0.026]
Ep 051/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:08,  1.42it/s, loss=0.741, pair=0.002, adv=3.915, sprd=0.026]
Ep 051/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.42it/s, loss=0.727, pair=0.001, adv=3.890, sprd=0.025]
Ep 051/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.48it/s, loss=0.727, pair=0.001, adv=3.890, sprd=0.025]
Ep 051/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.48it/s, loss=0.702, pair=0.000, adv=3.746, sprd=0.016]
Ep 051/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.43it/s, loss=0.702, pair=0.000, adv=3.746, sprd=0.016]
Ep 051/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.43it/s, loss=0.728, pair=0.003, adv=4.016, sprd=0.025]
Ep 051/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.50it/s, loss=0.728, pair=0.003, adv=4.016, sprd=0.025]
Ep 051/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.728, pair=0.001, adv=4.061, sprd=0.027]
Ep 051/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:04,  1.43it/s, loss=0.728, pair=0.001, adv=4.061, sprd=0.027]
Ep 051/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.720, pair=0.002, adv=3.780, sprd=0.023]
Ep 051/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:57,  1.51it/s, loss=0.720, pair=0.002, adv=3.780, sprd=0.023]
Ep 051/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:57,  1.51it/s, loss=0.712, pair=0.007, adv=3.505, sprd=0.019]
Ep 051/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.712, pair=0.007, adv=3.505, sprd=0.019]
Ep 051/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.717, pair=0.003, adv=3.391, sprd=0.022]
Ep 051/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:54,  1.52it/s, loss=0.717, pair=0.003, adv=3.391, sprd=0.022]
Ep 051/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:54,  1.52it/s, loss=0.761, pair=0.002, adv=3.668, sprd=0.030]
Ep 051/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.761, pair=0.002, adv=3.668, sprd=0.030]
Ep 051/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:03,  1.41it/s, loss=0.753, pair=0.002, adv=3.929, sprd=0.031]
Ep 051/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:58,  1.47it/s, loss=0.753, pair=0.002, adv=3.929, sprd=0.031]
Ep 051/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:58,  1.47it/s, loss=0.724, pair=0.005, adv=4.027, sprd=0.020]
Ep 051/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.42it/s, loss=0.724, pair=0.005, adv=4.027, sprd=0.020]
Ep 051/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.708, pair=0.002, adv=3.901, sprd=0.019]
Ep 051/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.52it/s, loss=0.708, pair=0.002, adv=3.901, sprd=0.019]
Ep 051/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:52,  1.52it/s, loss=0.715, pair=0.006, adv=3.828, sprd=0.019]
Ep 051/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.44it/s, loss=0.715, pair=0.006, adv=3.828, sprd=0.019]
Ep 051/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.44it/s, loss=0.737, pair=0.004, adv=3.905, sprd=0.027]
Ep 051/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:53,  1.49it/s, loss=0.737, pair=0.004, adv=3.905, sprd=0.027]
Ep 051/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.727, pair=0.002, adv=3.852, sprd=0.022]
Ep 051/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.40it/s, loss=0.727, pair=0.002, adv=3.852, sprd=0.022]
Ep 051/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.40it/s, loss=0.735, pair=0.004, adv=3.969, sprd=0.025]
Ep 051/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:54,  1.46it/s, loss=0.735, pair=0.004, adv=3.969, sprd=0.025]
Ep 051/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:54,  1.46it/s, loss=0.796, pair=0.002, adv=4.036, sprd=0.023]
Ep 051/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:58,  1.40it/s, loss=0.796, pair=0.002, adv=4.036, sprd=0.023]
Ep 051/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:58,  1.40it/s, loss=0.720, pair=0.004, adv=3.939, sprd=0.023]
Ep 051/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.46it/s, loss=0.720, pair=0.004, adv=3.939, sprd=0.023]
Ep 051/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.46it/s, loss=0.795, pair=0.001, adv=3.942, sprd=0.020]
Ep 051/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.41it/s, loss=0.795, pair=0.001, adv=3.942, sprd=0.020]
Ep 051/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.41it/s, loss=0.732, pair=0.000, adv=4.148, sprd=0.025]
Ep 051/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:49,  1.48it/s, loss=0.732, pair=0.000, adv=4.148, sprd=0.025]
Ep 051/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.48it/s, loss=0.716, pair=0.001, adv=3.634, sprd=0.021]
Ep 051/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:54,  1.42it/s, loss=0.716, pair=0.001, adv=3.634, sprd=0.021]
Ep 051/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.736, pair=0.000, adv=3.510, sprd=0.027]
Ep 051/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.48it/s, loss=0.736, pair=0.000, adv=3.510, sprd=0.027]
Ep 051/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.48it/s, loss=0.725, pair=0.000, adv=3.825, sprd=0.022]
Ep 051/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:55,  1.38it/s, loss=0.725, pair=0.000, adv=3.825, sprd=0.022]
Ep 051/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:55,  1.38it/s, loss=0.741, pair=0.001, adv=3.685, sprd=0.027]
Ep 051/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:48,  1.46it/s, loss=0.741, pair=0.001, adv=3.685, sprd=0.027]
Ep 051/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:48,  1.46it/s, loss=0.713, pair=0.001, adv=3.631, sprd=0.019]
Ep 051/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:54,  1.39it/s, loss=0.713, pair=0.001, adv=3.631, sprd=0.019]
Ep 051/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:54,  1.39it/s, loss=0.724, pair=0.000, adv=3.731, sprd=0.023]
Ep 051/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.724, pair=0.000, adv=3.731, sprd=0.023]
Ep 051/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.751, pair=0.002, adv=3.777, sprd=0.028]
Ep 051/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:49,  1.42it/s, loss=0.751, pair=0.002, adv=3.777, sprd=0.028]
Ep 051/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.42it/s, loss=0.727, pair=0.004, adv=3.898, sprd=0.024]
Ep 051/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.48it/s, loss=0.727, pair=0.004, adv=3.898, sprd=0.024]
Ep 051/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:44,  1.48it/s, loss=0.745, pair=0.005, adv=3.513, sprd=0.026]
Ep 051/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:48,  1.41it/s, loss=0.745, pair=0.005, adv=3.513, sprd=0.026]
Ep 051/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:48,  1.41it/s, loss=0.719, pair=0.005, adv=3.778, sprd=0.023]
Ep 051/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:43,  1.48it/s, loss=0.719, pair=0.005, adv=3.778, sprd=0.023]
Ep 051/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.727, pair=0.007, adv=3.520, sprd=0.022]
Ep 051/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:47,  1.42it/s, loss=0.727, pair=0.007, adv=3.520, sprd=0.022]
Ep 051/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:47,  1.42it/s, loss=0.705, pair=0.013, adv=3.533, sprd=0.018]
Ep 051/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.50it/s, loss=0.705, pair=0.013, adv=3.533, sprd=0.018]
Ep 051/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.50it/s, loss=0.730, pair=0.001, adv=3.682, sprd=0.023]
Ep 051/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.730, pair=0.001, adv=3.682, sprd=0.023]
Ep 051/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.44it/s, loss=0.724, pair=0.000, adv=3.556, sprd=0.022]
Ep 051/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:38,  1.51it/s, loss=0.724, pair=0.000, adv=3.556, sprd=0.022]
Ep 051/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.729, pair=0.002, adv=3.914, sprd=0.022]
Ep 051/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.729, pair=0.002, adv=3.914, sprd=0.022]
Ep 051/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.729, pair=0.015, adv=3.697, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:38,  1.50it/s, loss=0.729, pair=0.015, adv=3.697, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.50it/s, loss=0.713, pair=0.010, adv=3.758, sprd=0.019]
Ep 051/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:41,  1.44it/s, loss=0.713, pair=0.010, adv=3.758, sprd=0.019]
Ep 051/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.724, pair=0.004, adv=3.737, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.52it/s, loss=0.724, pair=0.004, adv=3.737, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.720, pair=0.003, adv=3.677, sprd=0.022]
Ep 051/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.720, pair=0.003, adv=3.677, sprd=0.022]
Ep 051/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.748, pair=0.001, adv=3.860, sprd=0.030]
Ep 051/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.51it/s, loss=0.748, pair=0.001, adv=3.860, sprd=0.030]
Ep 051/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.51it/s, loss=0.727, pair=0.002, adv=3.536, sprd=0.020]
Ep 051/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.727, pair=0.002, adv=3.536, sprd=0.020]
Ep 051/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.733, pair=0.021, adv=3.788, sprd=0.021]
Ep 051/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:32,  1.53it/s, loss=0.733, pair=0.021, adv=3.788, sprd=0.021]
Ep 051/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.53it/s, loss=0.718, pair=0.019, adv=3.662, sprd=0.022]
Ep 051/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:35,  1.47it/s, loss=0.718, pair=0.019, adv=3.662, sprd=0.022]
Ep 051/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:35,  1.47it/s, loss=0.726, pair=0.007, adv=3.799, sprd=0.023]
Ep 051/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.726, pair=0.007, adv=3.799, sprd=0.023]
Ep 051/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.727, pair=0.008, adv=3.728, sprd=0.024]
Ep 051/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.727, pair=0.008, adv=3.728, sprd=0.024]
Ep 051/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.750, pair=0.011, adv=3.746, sprd=0.027]
Ep 051/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.50it/s, loss=0.750, pair=0.011, adv=3.746, sprd=0.027]
Ep 051/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.774, pair=0.000, adv=3.663, sprd=0.020]
Ep 051/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.44it/s, loss=0.774, pair=0.000, adv=3.663, sprd=0.020]
Ep 051/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.44it/s, loss=0.741, pair=0.002, adv=4.085, sprd=0.029]
Ep 051/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.49it/s, loss=0.741, pair=0.002, adv=4.085, sprd=0.029]
Ep 051/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.49it/s, loss=0.740, pair=0.005, adv=3.946, sprd=0.026]
Ep 051/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:33,  1.43it/s, loss=0.740, pair=0.005, adv=3.946, sprd=0.026]
Ep 051/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.739, pair=0.002, adv=3.660, sprd=0.026]
Ep 051/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:30,  1.48it/s, loss=0.739, pair=0.002, adv=3.660, sprd=0.026]
Ep 051/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:30,  1.48it/s, loss=0.710, pair=0.001, adv=3.931, sprd=0.020]
Ep 051/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.710, pair=0.001, adv=3.931, sprd=0.020]
Ep 051/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.740, pair=0.000, adv=3.512, sprd=0.027]
Ep 051/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:28,  1.48it/s, loss=0.740, pair=0.000, adv=3.512, sprd=0.027]
Ep 051/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.48it/s, loss=0.716, pair=0.003, adv=3.925, sprd=0.020]
Ep 051/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.43it/s, loss=0.716, pair=0.003, adv=3.925, sprd=0.020]
Ep 051/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.43it/s, loss=0.726, pair=0.001, adv=3.864, sprd=0.022]
Ep 051/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.50it/s, loss=0.726, pair=0.001, adv=3.864, sprd=0.022]
Ep 051/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.50it/s, loss=0.715, pair=0.001, adv=3.755, sprd=0.020]
Ep 051/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:28,  1.45it/s, loss=0.715, pair=0.001, adv=3.755, sprd=0.020]
Ep 051/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.735, pair=0.001, adv=3.519, sprd=0.025]
Ep 051/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:24,  1.51it/s, loss=0.735, pair=0.001, adv=3.519, sprd=0.025]
Ep 051/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.51it/s, loss=0.714, pair=0.006, adv=3.589, sprd=0.022]
Ep 051/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:25,  1.47it/s, loss=0.714, pair=0.006, adv=3.589, sprd=0.022]
Ep 051/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:25,  1.47it/s, loss=0.720, pair=0.000, adv=3.544, sprd=0.022]
Ep 051/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:22,  1.52it/s, loss=0.720, pair=0.000, adv=3.544, sprd=0.022]
Ep 051/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.738, pair=0.000, adv=3.678, sprd=0.026]
Ep 051/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:25,  1.46it/s, loss=0.738, pair=0.000, adv=3.678, sprd=0.026]
Ep 051/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:25,  1.46it/s, loss=0.709, pair=0.011, adv=3.712, sprd=0.019]
Ep 051/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:19,  1.54it/s, loss=0.709, pair=0.011, adv=3.712, sprd=0.019]
Ep 051/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:19,  1.54it/s, loss=0.741, pair=0.000, adv=3.799, sprd=0.027]
Ep 051/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.44it/s, loss=0.741, pair=0.000, adv=3.799, sprd=0.027]
Ep 051/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.44it/s, loss=0.709, pair=0.003, adv=3.760, sprd=0.019]
Ep 051/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:20,  1.51it/s, loss=0.709, pair=0.003, adv=3.760, sprd=0.019]
Ep 051/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.51it/s, loss=0.705, pair=0.004, adv=3.724, sprd=0.021]
Ep 051/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.705, pair=0.004, adv=3.724, sprd=0.021]
Ep 051/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.723, pair=0.001, adv=3.833, sprd=0.024]
Ep 051/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:19,  1.49it/s, loss=0.723, pair=0.001, adv=3.833, sprd=0.024]
Ep 051/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.49it/s, loss=0.739, pair=0.000, adv=3.593, sprd=0.028]
Ep 051/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:23,  1.42it/s, loss=0.739, pair=0.000, adv=3.593, sprd=0.028]
Ep 051/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.729, pair=0.002, adv=3.525, sprd=0.024]
Ep 051/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.50it/s, loss=0.729, pair=0.002, adv=3.525, sprd=0.024]
Ep 051/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.50it/s, loss=0.726, pair=0.001, adv=3.950, sprd=0.024]
Ep 051/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.726, pair=0.001, adv=3.950, sprd=0.024]
Ep 051/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.715, pair=0.001, adv=3.634, sprd=0.020]
Ep 051/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.51it/s, loss=0.715, pair=0.001, adv=3.634, sprd=0.020]
Ep 051/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.737, pair=0.000, adv=3.855, sprd=0.025]
Ep 051/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.44it/s, loss=0.737, pair=0.000, adv=3.855, sprd=0.025]
Ep 051/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.44it/s, loss=0.725, pair=0.003, adv=4.020, sprd=0.023]
Ep 051/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.725, pair=0.003, adv=4.020, sprd=0.023]
Ep 051/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.790, pair=0.000, adv=3.822, sprd=0.023]
Ep 051/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:18,  1.43it/s, loss=0.790, pair=0.000, adv=3.822, sprd=0.023]
Ep 051/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.738, pair=0.001, adv=3.895, sprd=0.027]
Ep 051/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.48it/s, loss=0.738, pair=0.001, adv=3.895, sprd=0.027]
Ep 051/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.48it/s, loss=0.723, pair=0.003, adv=3.885, sprd=0.023]
Ep 051/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:16,  1.44it/s, loss=0.723, pair=0.003, adv=3.885, sprd=0.023]
Ep 051/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:16,  1.44it/s, loss=0.716, pair=0.004, adv=3.452, sprd=0.019]
Ep 051/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.51it/s, loss=0.716, pair=0.004, adv=3.452, sprd=0.019]
Ep 051/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.51it/s, loss=0.718, pair=0.002, adv=3.606, sprd=0.020]
Ep 051/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.43it/s, loss=0.718, pair=0.002, adv=3.606, sprd=0.020]
Ep 051/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:15,  1.43it/s, loss=0.701, pair=0.002, adv=3.789, sprd=0.018]
Ep 051/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.50it/s, loss=0.701, pair=0.002, adv=3.789, sprd=0.018]
Ep 051/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.50it/s, loss=0.727, pair=0.004, adv=3.567, sprd=0.022]
Ep 051/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:12,  1.46it/s, loss=0.727, pair=0.004, adv=3.567, sprd=0.022]
Ep 051/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:12,  1.46it/s, loss=0.715, pair=0.000, adv=4.042, sprd=0.021]
Ep 051/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.50it/s, loss=0.715, pair=0.000, adv=4.042, sprd=0.021]
Ep 051/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.50it/s, loss=0.723, pair=0.000, adv=3.694, sprd=0.021]
Ep 051/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.43it/s, loss=0.723, pair=0.000, adv=3.694, sprd=0.021]
Ep 051/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.43it/s, loss=0.732, pair=0.001, adv=3.813, sprd=0.026]
Ep 051/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:09,  1.48it/s, loss=0.732, pair=0.001, adv=3.813, sprd=0.026]
Ep 051/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.48it/s, loss=0.797, pair=0.000, adv=3.504, sprd=0.023]
Ep 051/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.42it/s, loss=0.797, pair=0.000, adv=3.504, sprd=0.023]
Ep 051/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.42it/s, loss=0.721, pair=0.000, adv=3.726, sprd=0.022]
Ep 051/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.49it/s, loss=0.721, pair=0.000, adv=3.726, sprd=0.022]
Ep 051/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.49it/s, loss=0.729, pair=0.001, adv=3.735, sprd=0.025]
Ep 051/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.729, pair=0.001, adv=3.735, sprd=0.025]
Ep 051/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.45it/s, loss=0.740, pair=0.003, adv=3.837, sprd=0.029]
Ep 051/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:06,  1.50it/s, loss=0.740, pair=0.003, adv=3.837, sprd=0.029]
Ep 051/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.50it/s, loss=0.798, pair=0.003, adv=3.871, sprd=0.020]
Ep 051/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.798, pair=0.003, adv=3.871, sprd=0.020]
Ep 051/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.739, pair=0.002, adv=3.856, sprd=0.028]
Ep 051/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:05,  1.48it/s, loss=0.739, pair=0.002, adv=3.856, sprd=0.028]
Ep 051/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.48it/s, loss=0.734, pair=0.001, adv=3.823, sprd=0.026]
Ep 051/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.43it/s, loss=0.734, pair=0.001, adv=3.823, sprd=0.026]
Ep 051/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.43it/s, loss=0.726, pair=0.008, adv=3.747, sprd=0.022]
Ep 051/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.50it/s, loss=0.726, pair=0.008, adv=3.747, sprd=0.022]
Ep 051/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.738, pair=0.007, adv=3.753, sprd=0.028]
Ep 051/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.738, pair=0.007, adv=3.753, sprd=0.028]
Ep 051/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.747, pair=0.001, adv=3.827, sprd=0.030]
Ep 051/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:03,  1.47it/s, loss=0.747, pair=0.001, adv=3.827, sprd=0.030]
Ep 051/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:03,  1.47it/s, loss=0.722, pair=0.004, adv=3.553, sprd=0.019]
Ep 051/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.40it/s, loss=0.722, pair=0.004, adv=3.553, sprd=0.019]
Ep 051/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.40it/s, loss=0.741, pair=0.000, adv=3.704, sprd=0.028]
Ep 051/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:02,  1.46it/s, loss=0.741, pair=0.000, adv=3.704, sprd=0.028]
Ep 051/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:02,  1.46it/s, loss=0.720, pair=0.000, adv=4.046, sprd=0.023]
Ep 051/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.42it/s, loss=0.720, pair=0.000, adv=4.046, sprd=0.023]
Ep 051/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.723, pair=0.003, adv=3.822, sprd=0.022]
Ep 051/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<01:00,  1.48it/s, loss=0.723, pair=0.003, adv=3.822, sprd=0.022]
Ep 051/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.699, pair=0.004, adv=3.536, sprd=0.018]
Ep 051/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.699, pair=0.004, adv=3.536, sprd=0.018]
Ep 051/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.744, pair=0.003, adv=3.711, sprd=0.027]
Ep 051/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.50it/s, loss=0.744, pair=0.003, adv=3.711, sprd=0.027]
Ep 051/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.50it/s, loss=0.713, pair=0.000, adv=3.734, sprd=0.018]
Ep 051/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.713, pair=0.000, adv=3.734, sprd=0.018]
Ep 051/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.715, pair=0.000, adv=3.502, sprd=0.020]
Ep 051/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.715, pair=0.000, adv=3.502, sprd=0.020]
Ep 051/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.50it/s, loss=0.726, pair=0.000, adv=3.496, sprd=0.021]
Ep 051/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.42it/s, loss=0.726, pair=0.000, adv=3.496, sprd=0.021]
Ep 051/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.42it/s, loss=0.705, pair=0.001, adv=3.971, sprd=0.017]
Ep 051/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.50it/s, loss=0.705, pair=0.001, adv=3.971, sprd=0.017]
Ep 051/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.795, pair=0.001, adv=4.054, sprd=0.025]
Ep 051/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.795, pair=0.001, adv=4.054, sprd=0.025]
Ep 051/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.710, pair=0.000, adv=3.660, sprd=0.018]
Ep 051/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:52,  1.54it/s, loss=0.710, pair=0.000, adv=3.660, sprd=0.018]
Ep 051/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:52,  1.54it/s, loss=0.803, pair=0.001, adv=3.800, sprd=0.023]
Ep 051/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:54,  1.46it/s, loss=0.803, pair=0.001, adv=3.800, sprd=0.023]
Ep 051/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:54,  1.46it/s, loss=0.706, pair=0.016, adv=3.512, sprd=0.016]
Ep 051/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:50,  1.55it/s, loss=0.706, pair=0.016, adv=3.512, sprd=0.016]
Ep 051/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:50,  1.55it/s, loss=0.730, pair=0.001, adv=3.876, sprd=0.022]
Ep 051/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.46it/s, loss=0.730, pair=0.001, adv=3.876, sprd=0.022]
Ep 051/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.46it/s, loss=0.744, pair=0.006, adv=3.798, sprd=0.027]
Ep 051/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.50it/s, loss=0.744, pair=0.006, adv=3.798, sprd=0.027]
Ep 051/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.719, pair=0.001, adv=3.778, sprd=0.022]
Ep 051/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.44it/s, loss=0.719, pair=0.001, adv=3.778, sprd=0.022]
Ep 051/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.44it/s, loss=0.731, pair=0.004, adv=3.494, sprd=0.026]
Ep 051/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:49,  1.50it/s, loss=0.731, pair=0.004, adv=3.494, sprd=0.026]
Ep 051/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.50it/s, loss=0.731, pair=0.001, adv=3.638, sprd=0.023]
Ep 051/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.45it/s, loss=0.731, pair=0.001, adv=3.638, sprd=0.023]
Ep 051/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.45it/s, loss=0.723, pair=0.002, adv=3.668, sprd=0.022]
Ep 051/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.723, pair=0.002, adv=3.668, sprd=0.022]
Ep 051/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.51it/s, loss=0.738, pair=0.000, adv=3.776, sprd=0.024]
Ep 051/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:51,  1.39it/s, loss=0.738, pair=0.000, adv=3.776, sprd=0.024]
Ep 051/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:51,  1.39it/s, loss=0.727, pair=0.005, adv=3.929, sprd=0.023]
Ep 051/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:48,  1.47it/s, loss=0.727, pair=0.005, adv=3.929, sprd=0.023]
Ep 051/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.47it/s, loss=0.704, pair=0.004, adv=3.638, sprd=0.014]
Ep 051/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.42it/s, loss=0.704, pair=0.004, adv=3.638, sprd=0.014]
Ep 051/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.42it/s, loss=0.743, pair=0.006, adv=3.724, sprd=0.028]
Ep 051/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.48it/s, loss=0.743, pair=0.006, adv=3.724, sprd=0.028]
Ep 051/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.48it/s, loss=0.717, pair=0.003, adv=3.985, sprd=0.019]
Ep 051/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.41it/s, loss=0.717, pair=0.003, adv=3.985, sprd=0.019]
Ep 051/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=0.731, pair=0.002, adv=3.749, sprd=0.026]
Ep 051/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.48it/s, loss=0.731, pair=0.002, adv=3.749, sprd=0.026]
Ep 051/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.718, pair=0.009, adv=3.793, sprd=0.021]
Ep 051/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.718, pair=0.009, adv=3.793, sprd=0.021]
Ep 051/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.703, pair=0.003, adv=3.885, sprd=0.019]
Ep 051/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.50it/s, loss=0.703, pair=0.003, adv=3.885, sprd=0.019]
Ep 051/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.50it/s, loss=0.726, pair=0.005, adv=3.735, sprd=0.020]
Ep 051/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:45,  1.42it/s, loss=0.726, pair=0.005, adv=3.735, sprd=0.020]
Ep 051/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:45,  1.42it/s, loss=0.693, pair=0.003, adv=3.547, sprd=0.015]
Ep 051/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.51it/s, loss=0.693, pair=0.003, adv=3.547, sprd=0.015]
Ep 051/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.51it/s, loss=0.730, pair=0.004, adv=3.598, sprd=0.023]
Ep 051/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:42,  1.45it/s, loss=0.730, pair=0.004, adv=3.598, sprd=0.023]
Ep 051/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.725, pair=0.004, adv=3.649, sprd=0.021]
Ep 051/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.50it/s, loss=0.725, pair=0.004, adv=3.649, sprd=0.021]
Ep 051/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.50it/s, loss=0.728, pair=0.005, adv=3.663, sprd=0.025]
Ep 051/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.45it/s, loss=0.728, pair=0.005, adv=3.663, sprd=0.025]
Ep 051/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.45it/s, loss=0.708, pair=0.005, adv=3.839, sprd=0.018]
Ep 051/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:38,  1.52it/s, loss=0.708, pair=0.005, adv=3.839, sprd=0.018]
Ep 051/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:38,  1.52it/s, loss=0.703, pair=0.006, adv=3.248, sprd=0.018]
Ep 051/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:39,  1.48it/s, loss=0.703, pair=0.006, adv=3.248, sprd=0.018]
Ep 051/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.48it/s, loss=0.700, pair=0.005, adv=3.658, sprd=0.018]
Ep 051/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:36,  1.56it/s, loss=0.700, pair=0.005, adv=3.658, sprd=0.018]
Ep 051/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:36,  1.56it/s, loss=0.709, pair=0.004, adv=4.127, sprd=0.017]
Ep 051/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.41it/s, loss=0.709, pair=0.004, adv=4.127, sprd=0.017]
Ep 051/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.41it/s, loss=0.713, pair=0.004, adv=3.690, sprd=0.021]
Ep 051/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.48it/s, loss=0.713, pair=0.004, adv=3.690, sprd=0.021]
Ep 051/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.48it/s, loss=0.715, pair=0.004, adv=3.653, sprd=0.022]
Ep 051/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.715, pair=0.004, adv=3.653, sprd=0.022]
Ep 051/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.718, pair=0.003, adv=3.770, sprd=0.024]
Ep 051/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.718, pair=0.003, adv=3.770, sprd=0.024]
Ep 051/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.737, pair=0.004, adv=3.944, sprd=0.026]
Ep 051/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.43it/s, loss=0.737, pair=0.004, adv=3.944, sprd=0.026]
Ep 051/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.756, pair=0.001, adv=3.586, sprd=0.031]
Ep 051/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.47it/s, loss=0.756, pair=0.001, adv=3.586, sprd=0.031]
Ep 051/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.47it/s, loss=0.797, pair=0.004, adv=4.230, sprd=0.024]
Ep 051/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.42it/s, loss=0.797, pair=0.004, adv=4.230, sprd=0.024]
Ep 051/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.42it/s, loss=0.739, pair=0.002, adv=3.861, sprd=0.027]
Ep 051/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.49it/s, loss=0.739, pair=0.002, adv=3.861, sprd=0.027]
Ep 051/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.49it/s, loss=0.754, pair=0.007, adv=3.749, sprd=0.028]
Ep 051/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:34,  1.38it/s, loss=0.754, pair=0.007, adv=3.749, sprd=0.028]
Ep 051/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.38it/s, loss=0.721, pair=0.002, adv=3.717, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.47it/s, loss=0.721, pair=0.002, adv=3.717, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.47it/s, loss=0.765, pair=0.008, adv=3.501, sprd=0.031]
Ep 051/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:33,  1.39it/s, loss=0.765, pair=0.008, adv=3.501, sprd=0.031]
Ep 051/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:33,  1.39it/s, loss=0.719, pair=0.003, adv=3.499, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.47it/s, loss=0.719, pair=0.003, adv=3.499, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.47it/s, loss=0.722, pair=0.003, adv=3.837, sprd=0.025]
Ep 051/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.42it/s, loss=0.722, pair=0.003, adv=3.837, sprd=0.025]
Ep 051/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.42it/s, loss=0.716, pair=0.002, adv=3.687, sprd=0.020]
Ep 051/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.49it/s, loss=0.716, pair=0.002, adv=3.687, sprd=0.020]
Ep 051/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.748, pair=0.005, adv=3.959, sprd=0.025]
Ep 051/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.37it/s, loss=0.748, pair=0.005, adv=3.959, sprd=0.025]
Ep 051/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.37it/s, loss=0.703, pair=0.003, adv=3.492, sprd=0.016]
Ep 051/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.47it/s, loss=0.703, pair=0.003, adv=3.492, sprd=0.016]
Ep 051/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.47it/s, loss=0.761, pair=0.006, adv=3.686, sprd=0.031]
Ep 051/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.39it/s, loss=0.761, pair=0.006, adv=3.686, sprd=0.031]
Ep 051/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.39it/s, loss=0.689, pair=0.005, adv=3.449, sprd=0.014]
Ep 051/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:26,  1.49it/s, loss=0.689, pair=0.005, adv=3.449, sprd=0.014]
Ep 051/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.723, pair=0.001, adv=3.364, sprd=0.024]
Ep 051/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.41it/s, loss=0.723, pair=0.001, adv=3.364, sprd=0.024]
Ep 051/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.41it/s, loss=0.713, pair=0.005, adv=3.486, sprd=0.019]
Ep 051/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.713, pair=0.005, adv=3.486, sprd=0.019]
Ep 051/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.733, pair=0.002, adv=3.896, sprd=0.025]
Ep 051/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.42it/s, loss=0.733, pair=0.002, adv=3.896, sprd=0.025]
Ep 051/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.42it/s, loss=0.731, pair=0.005, adv=4.042, sprd=0.024]
Ep 051/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.50it/s, loss=0.731, pair=0.005, adv=4.042, sprd=0.024]
Ep 051/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.50it/s, loss=0.717, pair=0.004, adv=3.851, sprd=0.022]
Ep 051/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.43it/s, loss=0.717, pair=0.004, adv=3.851, sprd=0.022]
Ep 051/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.43it/s, loss=0.753, pair=0.006, adv=3.892, sprd=0.030]
Ep 051/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.49it/s, loss=0.753, pair=0.006, adv=3.892, sprd=0.030]
Ep 051/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.49it/s, loss=0.726, pair=0.003, adv=3.647, sprd=0.024]
Ep 051/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.42it/s, loss=0.726, pair=0.003, adv=3.647, sprd=0.024]
Ep 051/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.730, pair=0.000, adv=3.769, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.48it/s, loss=0.730, pair=0.000, adv=3.769, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.48it/s, loss=0.722, pair=0.000, adv=3.777, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.42it/s, loss=0.722, pair=0.000, adv=3.777, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.42it/s, loss=0.745, pair=0.004, adv=3.882, sprd=0.030]
Ep 051/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.47it/s, loss=0.745, pair=0.004, adv=3.882, sprd=0.030]
Ep 051/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.47it/s, loss=0.748, pair=0.000, adv=3.578, sprd=0.029]
Ep 051/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:20,  1.37it/s, loss=0.748, pair=0.000, adv=3.578, sprd=0.029]
Ep 051/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:20,  1.37it/s, loss=0.712, pair=0.004, adv=3.724, sprd=0.020]
Ep 051/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.46it/s, loss=0.712, pair=0.004, adv=3.724, sprd=0.020]
Ep 051/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.46it/s, loss=0.714, pair=0.000, adv=3.455, sprd=0.020]
Ep 051/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.41it/s, loss=0.714, pair=0.000, adv=3.455, sprd=0.020]
Ep 051/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.41it/s, loss=0.720, pair=0.006, adv=3.606, sprd=0.021]
Ep 051/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.720, pair=0.006, adv=3.606, sprd=0.021]
Ep 051/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.721, pair=0.000, adv=3.788, sprd=0.021]
Ep 051/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.721, pair=0.000, adv=3.788, sprd=0.021]
Ep 051/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.728, pair=0.000, adv=3.996, sprd=0.023]
Ep 051/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.728, pair=0.000, adv=3.996, sprd=0.023]
Ep 051/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.734, pair=0.000, adv=3.814, sprd=0.026]
Ep 051/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.41it/s, loss=0.734, pair=0.000, adv=3.814, sprd=0.026]
Ep 051/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.41it/s, loss=0.749, pair=0.008, adv=3.761, sprd=0.028]
Ep 051/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.45it/s, loss=0.749, pair=0.008, adv=3.761, sprd=0.028]
Ep 051/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.45it/s, loss=0.751, pair=0.000, adv=3.803, sprd=0.013]
Ep 051/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:14,  1.42it/s, loss=0.751, pair=0.000, adv=3.803, sprd=0.013]
Ep 051/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.42it/s, loss=0.757, pair=0.001, adv=3.489, sprd=0.032]
Ep 051/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.46it/s, loss=0.757, pair=0.001, adv=3.489, sprd=0.032]
Ep 051/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.46it/s, loss=0.720, pair=0.000, adv=3.915, sprd=0.023]
Ep 051/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.720, pair=0.000, adv=3.915, sprd=0.023]
Ep 051/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.721, pair=0.003, adv=3.607, sprd=0.021]
Ep 051/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.51it/s, loss=0.721, pair=0.003, adv=3.607, sprd=0.021]
Ep 051/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.51it/s, loss=0.729, pair=0.002, adv=3.673, sprd=0.022]
Ep 051/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.42it/s, loss=0.729, pair=0.002, adv=3.673, sprd=0.022]
Ep 051/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.749, pair=0.005, adv=3.783, sprd=0.031]
Ep 051/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.49it/s, loss=0.749, pair=0.005, adv=3.783, sprd=0.031]
Ep 051/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.49it/s, loss=0.738, pair=0.000, adv=3.880, sprd=0.026]
Ep 051/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.42it/s, loss=0.738, pair=0.000, adv=3.880, sprd=0.026]
Ep 051/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.42it/s, loss=0.709, pair=0.000, adv=3.890, sprd=0.020]
Ep 051/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.709, pair=0.000, adv=3.890, sprd=0.020]
Ep 051/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.825, pair=0.000, adv=3.698, sprd=0.031]
Ep 051/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.825, pair=0.000, adv=3.698, sprd=0.031]
Ep 051/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.719, pair=0.000, adv=3.779, sprd=0.023]
Ep 051/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.719, pair=0.000, adv=3.779, sprd=0.023]
Ep 051/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.729, pair=0.006, adv=3.826, sprd=0.025]
Ep 051/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.42it/s, loss=0.729, pair=0.006, adv=3.826, sprd=0.025]
Ep 051/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.685, pair=0.001, adv=3.272, sprd=0.016]
Ep 051/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.50it/s, loss=0.685, pair=0.001, adv=3.272, sprd=0.016]
Ep 051/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.50it/s, loss=0.792, pair=0.001, adv=4.221, sprd=0.022]
Ep 051/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.792, pair=0.001, adv=4.221, sprd=0.022]
Ep 051/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.710, pair=0.000, adv=3.951, sprd=0.019]
Ep 051/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.50it/s, loss=0.710, pair=0.000, adv=3.951, sprd=0.019]
Ep 051/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.729, pair=0.001, adv=3.877, sprd=0.025]
Ep 051/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.729, pair=0.001, adv=3.877, sprd=0.025]
Ep 051/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.697, pair=0.000, adv=3.562, sprd=0.017]
Ep 051/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.697, pair=0.000, adv=3.562, sprd=0.017]
Ep 051/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.726, pair=0.000, adv=3.370, sprd=0.022]
Ep 051/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.40it/s, loss=0.726, pair=0.000, adv=3.370, sprd=0.022]
Ep 051/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.40it/s, loss=0.733, pair=0.001, adv=3.824, sprd=0.023]
Ep 051/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.48it/s, loss=0.733, pair=0.001, adv=3.824, sprd=0.023]
Ep 051/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.732, pair=0.001, adv=3.740, sprd=0.026]
Ep 051/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.732, pair=0.001, adv=3.740, sprd=0.026]
Ep 051/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.719, pair=0.001, adv=3.888, sprd=0.021]
Ep 051/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.49it/s, loss=0.719, pair=0.001, adv=3.888, sprd=0.021]
Ep 051/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.700, pair=0.002, adv=3.624, sprd=0.015]
Ep 051/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.39it/s, loss=0.700, pair=0.002, adv=3.624, sprd=0.015]
                                                                                                              
Epoch 051/60 [S3:+sens]  loss=0.7282  mat=0.2394  sens=1.0130  pair=0.0031  adv=3.7492(rand=3.37)  deg=0.0076  orth=0.0006  spread=0.0229  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.14e-05  229s

Ep 052/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 052/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.749, pair=0.005, adv=3.670, sprd=0.031]
Ep 052/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:46,  1.22s/it, loss=0.749, pair=0.005, adv=3.670, sprd=0.031]
Ep 052/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:46,  1.22s/it, loss=0.735, pair=0.002, adv=4.040, sprd=0.027]
Ep 052/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:42,  1.17it/s, loss=0.735, pair=0.002, adv=4.040, sprd=0.027]
Ep 052/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:42,  1.17it/s, loss=0.789, pair=0.000, adv=3.778, sprd=0.022]
Ep 052/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:22,  1.26it/s, loss=0.789, pair=0.000, adv=3.778, sprd=0.022]
Ep 052/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:22,  1.26it/s, loss=0.744, pair=0.001, adv=3.490, sprd=0.028]
Ep 052/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:58,  1.38it/s, loss=0.744, pair=0.001, adv=3.490, sprd=0.028]
Ep 052/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:58,  1.38it/s, loss=0.694, pair=0.001, adv=3.322, sprd=0.017]
Ep 052/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.37it/s, loss=0.694, pair=0.001, adv=3.322, sprd=0.017]
Ep 052/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.37it/s, loss=0.707, pair=0.000, adv=3.778, sprd=0.019]
Ep 052/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:42,  1.47it/s, loss=0.707, pair=0.000, adv=3.778, sprd=0.019]
Ep 052/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:42,  1.47it/s, loss=0.730, pair=0.000, adv=3.886, sprd=0.023]
Ep 052/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:51,  1.41it/s, loss=0.730, pair=0.000, adv=3.886, sprd=0.023]
Ep 052/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:51,  1.41it/s, loss=0.729, pair=0.000, adv=4.157, sprd=0.024]
Ep 052/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:38,  1.49it/s, loss=0.729, pair=0.000, adv=4.157, sprd=0.024]
Ep 052/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:38,  1.49it/s, loss=0.720, pair=0.000, adv=3.692, sprd=0.020]
Ep 052/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:44,  1.45it/s, loss=0.720, pair=0.000, adv=3.692, sprd=0.020]
Ep 052/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:44,  1.45it/s, loss=0.727, pair=0.012, adv=3.769, sprd=0.019]
Ep 052/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.727, pair=0.012, adv=3.769, sprd=0.019]
Ep 052/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:35,  1.50it/s, loss=0.729, pair=0.000, adv=3.878, sprd=0.023]
Ep 052/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.40it/s, loss=0.729, pair=0.000, adv=3.878, sprd=0.023]
Ep 052/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.40it/s, loss=0.725, pair=0.005, adv=4.035, sprd=0.022]
Ep 052/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:33,  1.50it/s, loss=0.725, pair=0.005, adv=4.035, sprd=0.022]
Ep 052/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:33,  1.50it/s, loss=0.717, pair=0.007, adv=3.806, sprd=0.019]
Ep 052/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:47,  1.41it/s, loss=0.717, pair=0.007, adv=3.806, sprd=0.019]
Ep 052/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:47,  1.41it/s, loss=0.728, pair=0.000, adv=3.812, sprd=0.023]
Ep 052/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:35,  1.48it/s, loss=0.728, pair=0.000, adv=3.812, sprd=0.023]
Ep 052/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.739, pair=0.000, adv=3.478, sprd=0.024]
Ep 052/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:44,  1.42it/s, loss=0.739, pair=0.000, adv=3.478, sprd=0.024]
Ep 052/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:44,  1.42it/s, loss=0.721, pair=0.002, adv=3.501, sprd=0.020]
Ep 052/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:31,  1.50it/s, loss=0.721, pair=0.002, adv=3.501, sprd=0.020]
Ep 052/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:31,  1.50it/s, loss=0.739, pair=0.001, adv=3.843, sprd=0.024]
Ep 052/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:49,  1.38it/s, loss=0.739, pair=0.001, adv=3.843, sprd=0.024]
Ep 052/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:49,  1.38it/s, loss=0.717, pair=0.005, adv=4.037, sprd=0.021]
Ep 052/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:33,  1.47it/s, loss=0.717, pair=0.005, adv=4.037, sprd=0.021]
Ep 052/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:33,  1.47it/s, loss=0.717, pair=0.000, adv=3.953, sprd=0.019]
Ep 052/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:49,  1.37it/s, loss=0.717, pair=0.000, adv=3.953, sprd=0.019]
Ep 052/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:49,  1.37it/s, loss=0.714, pair=0.004, adv=3.913, sprd=0.019]
Ep 052/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:35,  1.45it/s, loss=0.714, pair=0.004, adv=3.913, sprd=0.019]
Ep 052/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:35,  1.45it/s, loss=0.715, pair=0.001, adv=3.885, sprd=0.022]
Ep 052/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:41,  1.41it/s, loss=0.715, pair=0.001, adv=3.885, sprd=0.022]
Ep 052/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:41,  1.41it/s, loss=0.717, pair=0.000, adv=3.835, sprd=0.021]
Ep 052/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.48it/s, loss=0.717, pair=0.000, adv=3.835, sprd=0.021]
Ep 052/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.48it/s, loss=0.736, pair=0.006, adv=3.920, sprd=0.024]
Ep 052/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.736, pair=0.006, adv=3.920, sprd=0.024]
Ep 052/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.731, pair=0.000, adv=4.201, sprd=0.025]
Ep 052/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:32,  1.46it/s, loss=0.731, pair=0.000, adv=4.201, sprd=0.025]
Ep 052/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:32,  1.46it/s, loss=0.717, pair=0.002, adv=3.744, sprd=0.023]
Ep 052/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:36,  1.42it/s, loss=0.717, pair=0.002, adv=3.744, sprd=0.023]
Ep 052/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:36,  1.42it/s, loss=0.720, pair=0.001, adv=3.731, sprd=0.023]
Ep 052/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.720, pair=0.001, adv=3.731, sprd=0.023]
Ep 052/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:24,  1.50it/s, loss=0.747, pair=0.002, adv=3.952, sprd=0.028]
Ep 052/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:40,  1.39it/s, loss=0.747, pair=0.002, adv=3.952, sprd=0.028]
Ep 052/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:40,  1.39it/s, loss=0.719, pair=0.002, adv=3.721, sprd=0.022]
Ep 052/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:25,  1.48it/s, loss=0.719, pair=0.002, adv=3.721, sprd=0.022]
Ep 052/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:25,  1.48it/s, loss=0.722, pair=0.000, adv=3.713, sprd=0.021]
Ep 052/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.41it/s, loss=0.722, pair=0.000, adv=3.713, sprd=0.021]
Ep 052/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:34,  1.41it/s, loss=0.710, pair=0.000, adv=3.831, sprd=0.022]
Ep 052/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.50it/s, loss=0.710, pair=0.000, adv=3.831, sprd=0.022]
Ep 052/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.50it/s, loss=0.707, pair=0.000, adv=3.950, sprd=0.018]
Ep 052/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:28,  1.45it/s, loss=0.707, pair=0.000, adv=3.950, sprd=0.018]
Ep 052/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:28,  1.45it/s, loss=0.728, pair=0.001, adv=4.031, sprd=0.025]
Ep 052/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:20,  1.50it/s, loss=0.728, pair=0.001, adv=4.031, sprd=0.025]
Ep 052/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:20,  1.50it/s, loss=0.716, pair=0.003, adv=4.087, sprd=0.021]
Ep 052/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:28,  1.44it/s, loss=0.716, pair=0.003, adv=4.087, sprd=0.021]
Ep 052/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:28,  1.44it/s, loss=0.730, pair=0.001, adv=3.762, sprd=0.027]
Ep 052/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:20,  1.49it/s, loss=0.730, pair=0.001, adv=3.762, sprd=0.027]
Ep 052/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:20,  1.49it/s, loss=0.743, pair=0.000, adv=3.835, sprd=0.027]
Ep 052/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:30,  1.41it/s, loss=0.743, pair=0.000, adv=3.835, sprd=0.027]
Ep 052/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:30,  1.41it/s, loss=0.706, pair=0.003, adv=4.074, sprd=0.020]
Ep 052/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.706, pair=0.003, adv=4.074, sprd=0.020]
Ep 052/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.735, pair=0.006, adv=3.870, sprd=0.025]
Ep 052/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.43it/s, loss=0.735, pair=0.006, adv=3.870, sprd=0.025]
Ep 052/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.43it/s, loss=0.715, pair=0.006, adv=4.192, sprd=0.021]
Ep 052/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:16,  1.50it/s, loss=0.715, pair=0.006, adv=4.192, sprd=0.021]
Ep 052/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:16,  1.50it/s, loss=0.726, pair=0.007, adv=4.054, sprd=0.022]
Ep 052/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.726, pair=0.007, adv=4.054, sprd=0.022]
Ep 052/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.722, pair=0.007, adv=3.969, sprd=0.024]
Ep 052/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:16,  1.49it/s, loss=0.722, pair=0.007, adv=3.969, sprd=0.024]
Ep 052/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:16,  1.49it/s, loss=0.717, pair=0.010, adv=3.678, sprd=0.019]
Ep 052/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:21,  1.45it/s, loss=0.717, pair=0.010, adv=3.678, sprd=0.019]
Ep 052/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:21,  1.45it/s, loss=0.715, pair=0.003, adv=3.953, sprd=0.021]
Ep 052/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:12,  1.51it/s, loss=0.715, pair=0.003, adv=3.953, sprd=0.021]
Ep 052/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:12,  1.51it/s, loss=0.720, pair=0.005, adv=3.686, sprd=0.020]
Ep 052/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:30,  1.38it/s, loss=0.720, pair=0.005, adv=3.686, sprd=0.020]
Ep 052/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:30,  1.38it/s, loss=0.720, pair=0.004, adv=3.395, sprd=0.022]
Ep 052/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:17,  1.46it/s, loss=0.720, pair=0.004, adv=3.395, sprd=0.022]
Ep 052/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:17,  1.46it/s, loss=0.727, pair=0.003, adv=3.803, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:23,  1.42it/s, loss=0.727, pair=0.003, adv=3.803, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:23,  1.42it/s, loss=0.743, pair=0.010, adv=3.897, sprd=0.025]
Ep 052/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.743, pair=0.010, adv=3.897, sprd=0.025]
Ep 052/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.727, pair=0.004, adv=3.788, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:19,  1.43it/s, loss=0.727, pair=0.004, adv=3.788, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:19,  1.43it/s, loss=0.713, pair=0.001, adv=3.436, sprd=0.019]
Ep 052/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:08,  1.51it/s, loss=0.713, pair=0.001, adv=3.436, sprd=0.019]
Ep 052/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:08,  1.51it/s, loss=0.712, pair=0.005, adv=3.569, sprd=0.018]
Ep 052/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.712, pair=0.005, adv=3.569, sprd=0.018]
Ep 052/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.725, pair=0.001, adv=4.088, sprd=0.023]
Ep 052/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.725, pair=0.001, adv=4.088, sprd=0.023]
Ep 052/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.716, pair=0.005, adv=3.778, sprd=0.019]
Ep 052/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:16,  1.44it/s, loss=0.716, pair=0.005, adv=3.778, sprd=0.019]
Ep 052/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:16,  1.44it/s, loss=0.720, pair=0.008, adv=3.928, sprd=0.024]
Ep 052/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:08,  1.49it/s, loss=0.720, pair=0.008, adv=3.928, sprd=0.024]
Ep 052/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:08,  1.49it/s, loss=0.729, pair=0.001, adv=3.917, sprd=0.026]
Ep 052/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:15,  1.44it/s, loss=0.729, pair=0.001, adv=3.917, sprd=0.026]
Ep 052/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:15,  1.44it/s, loss=0.704, pair=0.002, adv=3.661, sprd=0.017]
Ep 052/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:03,  1.52it/s, loss=0.704, pair=0.002, adv=3.661, sprd=0.017]
Ep 052/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:03,  1.52it/s, loss=0.719, pair=0.007, adv=3.887, sprd=0.021]
Ep 052/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.45it/s, loss=0.719, pair=0.007, adv=3.887, sprd=0.021]
Ep 052/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.45it/s, loss=0.741, pair=0.003, adv=3.621, sprd=0.025]
Ep 052/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:05,  1.49it/s, loss=0.741, pair=0.003, adv=3.621, sprd=0.025]
Ep 052/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:05,  1.49it/s, loss=0.733, pair=0.004, adv=3.610, sprd=0.026]
Ep 052/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.733, pair=0.004, adv=3.610, sprd=0.026]
Ep 052/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:13,  1.43it/s, loss=0.740, pair=0.007, adv=3.802, sprd=0.028]
Ep 052/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.48it/s, loss=0.740, pair=0.007, adv=3.802, sprd=0.028]
Ep 052/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:05,  1.48it/s, loss=0.722, pair=0.008, adv=3.930, sprd=0.024]
Ep 052/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:13,  1.42it/s, loss=0.722, pair=0.008, adv=3.930, sprd=0.024]
Ep 052/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:13,  1.42it/s, loss=0.721, pair=0.015, adv=3.605, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:02,  1.50it/s, loss=0.721, pair=0.015, adv=3.605, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:02,  1.50it/s, loss=0.725, pair=0.004, adv=4.032, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:08,  1.44it/s, loss=0.725, pair=0.004, adv=4.032, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:08,  1.44it/s, loss=0.713, pair=0.004, adv=4.084, sprd=0.019]
Ep 052/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:57,  1.52it/s, loss=0.713, pair=0.004, adv=4.084, sprd=0.019]
Ep 052/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:57,  1.52it/s, loss=0.746, pair=0.001, adv=3.897, sprd=0.029]
Ep 052/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:04,  1.46it/s, loss=0.746, pair=0.001, adv=3.897, sprd=0.029]
Ep 052/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:04,  1.46it/s, loss=0.714, pair=0.006, adv=3.648, sprd=0.022]
Ep 052/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:54,  1.54it/s, loss=0.714, pair=0.006, adv=3.648, sprd=0.022]
Ep 052/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:54,  1.54it/s, loss=0.729, pair=0.006, adv=3.802, sprd=0.023]
Ep 052/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:02,  1.47it/s, loss=0.729, pair=0.006, adv=3.802, sprd=0.023]
Ep 052/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:02,  1.47it/s, loss=0.738, pair=0.012, adv=4.255, sprd=0.027]
Ep 052/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:56,  1.52it/s, loss=0.738, pair=0.012, adv=4.255, sprd=0.027]
Ep 052/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:56,  1.52it/s, loss=0.717, pair=0.006, adv=3.636, sprd=0.019]
Ep 052/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:07,  1.42it/s, loss=0.717, pair=0.006, adv=3.636, sprd=0.019]
Ep 052/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:07,  1.42it/s, loss=0.709, pair=0.006, adv=3.512, sprd=0.020]
Ep 052/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.709, pair=0.006, adv=3.512, sprd=0.020]
Ep 052/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.733, pair=0.002, adv=3.630, sprd=0.026]
Ep 052/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:03,  1.44it/s, loss=0.733, pair=0.002, adv=3.630, sprd=0.026]
Ep 052/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:03,  1.44it/s, loss=0.723, pair=0.010, adv=3.852, sprd=0.018]
Ep 052/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:54,  1.51it/s, loss=0.723, pair=0.010, adv=3.852, sprd=0.018]
Ep 052/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:54,  1.51it/s, loss=0.741, pair=0.004, adv=3.405, sprd=0.027]
Ep 052/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.741, pair=0.004, adv=3.405, sprd=0.027]
Ep 052/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.732, pair=0.021, adv=3.760, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:55,  1.49it/s, loss=0.732, pair=0.021, adv=3.760, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.49it/s, loss=0.724, pair=0.007, adv=3.470, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:01,  1.43it/s, loss=0.724, pair=0.007, adv=3.470, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:01,  1.43it/s, loss=0.729, pair=0.010, adv=3.943, sprd=0.022]
Ep 052/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.729, pair=0.010, adv=3.943, sprd=0.022]
Ep 052/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.721, pair=0.005, adv=3.581, sprd=0.021]
Ep 052/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:58,  1.45it/s, loss=0.721, pair=0.005, adv=3.581, sprd=0.021]
Ep 052/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:58,  1.45it/s, loss=0.704, pair=0.001, adv=3.471, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:48,  1.53it/s, loss=0.704, pair=0.001, adv=3.471, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:48,  1.53it/s, loss=0.745, pair=0.011, adv=3.615, sprd=0.027]
Ep 052/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.745, pair=0.011, adv=3.615, sprd=0.027]
Ep 052/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.716, pair=0.004, adv=3.912, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:51,  1.49it/s, loss=0.716, pair=0.004, adv=3.912, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:51,  1.49it/s, loss=0.726, pair=0.007, adv=4.021, sprd=0.024]
Ep 052/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:54,  1.45it/s, loss=0.726, pair=0.007, adv=4.021, sprd=0.024]
Ep 052/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:54,  1.45it/s, loss=0.724, pair=0.008, adv=3.686, sprd=0.023]
Ep 052/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.724, pair=0.008, adv=3.686, sprd=0.023]
Ep 052/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:47,  1.51it/s, loss=0.747, pair=0.004, adv=3.877, sprd=0.027]
Ep 052/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<03:01,  1.39it/s, loss=0.747, pair=0.004, adv=3.877, sprd=0.027]
Ep 052/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<03:01,  1.39it/s, loss=0.728, pair=0.001, adv=3.637, sprd=0.022]
Ep 052/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.728, pair=0.001, adv=3.637, sprd=0.022]
Ep 052/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.732, pair=0.003, adv=3.887, sprd=0.024]
Ep 052/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<03:02,  1.37it/s, loss=0.732, pair=0.003, adv=3.887, sprd=0.024]
Ep 052/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<03:02,  1.37it/s, loss=0.738, pair=0.004, adv=3.888, sprd=0.026]
Ep 052/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.738, pair=0.004, adv=3.888, sprd=0.026]
Ep 052/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.755, pair=0.003, adv=3.831, sprd=0.031]
Ep 052/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:57,  1.40it/s, loss=0.755, pair=0.003, adv=3.831, sprd=0.031]
Ep 052/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:57,  1.40it/s, loss=0.711, pair=0.005, adv=3.737, sprd=0.020]
Ep 052/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.711, pair=0.005, adv=3.737, sprd=0.020]
Ep 052/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:46,  1.48it/s, loss=0.734, pair=0.006, adv=3.640, sprd=0.020]
Ep 052/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<03:02,  1.35it/s, loss=0.734, pair=0.006, adv=3.640, sprd=0.020]
Ep 052/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<03:02,  1.35it/s, loss=0.735, pair=0.003, adv=3.599, sprd=0.025]
Ep 052/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:51,  1.42it/s, loss=0.735, pair=0.003, adv=3.599, sprd=0.025]
Ep 052/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:51,  1.42it/s, loss=0.717, pair=0.003, adv=3.630, sprd=0.022]
Ep 052/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:54,  1.40it/s, loss=0.717, pair=0.003, adv=3.630, sprd=0.022]
Ep 052/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:54,  1.40it/s, loss=0.735, pair=0.001, adv=3.954, sprd=0.024]
Ep 052/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:46,  1.46it/s, loss=0.735, pair=0.001, adv=3.954, sprd=0.024]
Ep 052/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:46,  1.46it/s, loss=0.737, pair=0.003, adv=3.596, sprd=0.026]
Ep 052/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:51,  1.41it/s, loss=0.737, pair=0.003, adv=3.596, sprd=0.026]
Ep 052/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:51,  1.41it/s, loss=0.697, pair=0.006, adv=3.428, sprd=0.016]
Ep 052/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.49it/s, loss=0.697, pair=0.006, adv=3.428, sprd=0.016]
Ep 052/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.49it/s, loss=0.720, pair=0.004, adv=3.745, sprd=0.024]
Ep 052/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.720, pair=0.004, adv=3.745, sprd=0.024]
Ep 052/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.738, pair=0.000, adv=3.733, sprd=0.028]
Ep 052/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:41,  1.48it/s, loss=0.738, pair=0.000, adv=3.733, sprd=0.028]
Ep 052/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.731, pair=0.001, adv=3.797, sprd=0.024]
Ep 052/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:52,  1.38it/s, loss=0.731, pair=0.001, adv=3.797, sprd=0.024]
Ep 052/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:52,  1.38it/s, loss=0.773, pair=0.008, adv=3.458, sprd=0.036]
Ep 052/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:46,  1.43it/s, loss=0.773, pair=0.008, adv=3.458, sprd=0.036]
Ep 052/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:46,  1.43it/s, loss=0.712, pair=0.003, adv=3.710, sprd=0.020]
Ep 052/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:47,  1.41it/s, loss=0.712, pair=0.003, adv=3.710, sprd=0.020]
Ep 052/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:47,  1.41it/s, loss=0.752, pair=0.001, adv=3.516, sprd=0.029]
Ep 052/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:41,  1.46it/s, loss=0.752, pair=0.001, adv=3.516, sprd=0.029]
Ep 052/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:41,  1.46it/s, loss=0.718, pair=0.000, adv=3.913, sprd=0.020]
Ep 052/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:47,  1.40it/s, loss=0.718, pair=0.000, adv=3.913, sprd=0.020]
Ep 052/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:47,  1.40it/s, loss=0.722, pair=0.000, adv=3.863, sprd=0.021]
Ep 052/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.722, pair=0.000, adv=3.863, sprd=0.021]
Ep 052/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:36,  1.49it/s, loss=0.735, pair=0.004, adv=3.675, sprd=0.024]
Ep 052/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:48,  1.37it/s, loss=0.735, pair=0.004, adv=3.675, sprd=0.024]
Ep 052/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:48,  1.37it/s, loss=0.738, pair=0.001, adv=3.802, sprd=0.027]
Ep 052/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:39,  1.45it/s, loss=0.738, pair=0.001, adv=3.802, sprd=0.027]
Ep 052/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:39,  1.45it/s, loss=0.716, pair=0.001, adv=3.258, sprd=0.022]
Ep 052/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.41it/s, loss=0.716, pair=0.001, adv=3.258, sprd=0.022]
Ep 052/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.41it/s, loss=0.715, pair=0.001, adv=3.704, sprd=0.020]
Ep 052/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.49it/s, loss=0.715, pair=0.001, adv=3.704, sprd=0.020]
Ep 052/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.732, pair=0.004, adv=3.783, sprd=0.024]
Ep 052/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.732, pair=0.004, adv=3.783, sprd=0.024]
Ep 052/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:38,  1.44it/s, loss=0.741, pair=0.002, adv=3.905, sprd=0.027]
Ep 052/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.741, pair=0.002, adv=3.905, sprd=0.027]
Ep 052/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:32,  1.49it/s, loss=0.741, pair=0.007, adv=3.556, sprd=0.025]
Ep 052/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:32,  1.48it/s, loss=0.741, pair=0.007, adv=3.556, sprd=0.025]
Ep 052/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:32,  1.48it/s, loss=0.714, pair=0.000, adv=4.004, sprd=0.021]
Ep 052/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.53it/s, loss=0.714, pair=0.000, adv=4.004, sprd=0.021]
Ep 052/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:27,  1.53it/s, loss=0.726, pair=0.000, adv=4.093, sprd=0.025]
Ep 052/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.726, pair=0.000, adv=4.093, sprd=0.025]
Ep 052/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.741, pair=0.003, adv=3.952, sprd=0.028]
Ep 052/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:26,  1.52it/s, loss=0.741, pair=0.003, adv=3.952, sprd=0.028]
Ep 052/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:26,  1.52it/s, loss=0.738, pair=0.003, adv=3.610, sprd=0.027]
Ep 052/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.43it/s, loss=0.738, pair=0.003, adv=3.610, sprd=0.027]
Ep 052/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.736, pair=0.002, adv=4.069, sprd=0.027]
Ep 052/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.736, pair=0.002, adv=4.069, sprd=0.027]
Ep 052/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:27,  1.50it/s, loss=0.715, pair=0.002, adv=3.855, sprd=0.020]
Ep 052/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.715, pair=0.002, adv=3.855, sprd=0.020]
Ep 052/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.714, pair=0.002, adv=3.679, sprd=0.021]
Ep 052/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.51it/s, loss=0.714, pair=0.002, adv=3.679, sprd=0.021]
Ep 052/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.51it/s, loss=0.782, pair=0.000, adv=3.986, sprd=0.020]
Ep 052/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:30,  1.44it/s, loss=0.782, pair=0.000, adv=3.986, sprd=0.020]
Ep 052/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:30,  1.44it/s, loss=0.717, pair=0.000, adv=3.917, sprd=0.019]
Ep 052/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.50it/s, loss=0.717, pair=0.000, adv=3.917, sprd=0.019]
Ep 052/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.50it/s, loss=0.709, pair=0.002, adv=3.891, sprd=0.022]
Ep 052/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:29,  1.45it/s, loss=0.709, pair=0.002, adv=3.891, sprd=0.022]
Ep 052/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.45it/s, loss=0.725, pair=0.000, adv=4.267, sprd=0.022]
Ep 052/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:23,  1.50it/s, loss=0.725, pair=0.000, adv=4.267, sprd=0.022]
Ep 052/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:23,  1.50it/s, loss=0.731, pair=0.000, adv=3.723, sprd=0.023]
Ep 052/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:29,  1.43it/s, loss=0.731, pair=0.000, adv=3.723, sprd=0.023]
Ep 052/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:29,  1.43it/s, loss=0.732, pair=0.001, adv=3.590, sprd=0.024]
Ep 052/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:23,  1.49it/s, loss=0.732, pair=0.001, adv=3.590, sprd=0.024]
Ep 052/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.49it/s, loss=0.725, pair=0.000, adv=3.758, sprd=0.022]
Ep 052/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:28,  1.43it/s, loss=0.725, pair=0.000, adv=3.758, sprd=0.022]
Ep 052/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:28,  1.43it/s, loss=0.723, pair=0.000, adv=3.741, sprd=0.024]
Ep 052/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.723, pair=0.000, adv=3.741, sprd=0.024]
Ep 052/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:21,  1.49it/s, loss=0.743, pair=0.000, adv=3.636, sprd=0.027]
Ep 052/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:30,  1.39it/s, loss=0.743, pair=0.000, adv=3.636, sprd=0.027]
Ep 052/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:30,  1.39it/s, loss=0.712, pair=0.002, adv=3.965, sprd=0.020]
Ep 052/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.49it/s, loss=0.712, pair=0.002, adv=3.965, sprd=0.020]
Ep 052/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:19,  1.49it/s, loss=0.723, pair=0.001, adv=3.999, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:26,  1.42it/s, loss=0.723, pair=0.001, adv=3.999, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:26,  1.42it/s, loss=0.733, pair=0.000, adv=3.702, sprd=0.026]
Ep 052/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.47it/s, loss=0.733, pair=0.000, adv=3.702, sprd=0.026]
Ep 052/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.47it/s, loss=0.708, pair=0.000, adv=3.485, sprd=0.017]
Ep 052/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.708, pair=0.000, adv=3.485, sprd=0.017]
Ep 052/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.713, pair=0.000, adv=3.551, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.49it/s, loss=0.713, pair=0.000, adv=3.551, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:17,  1.49it/s, loss=0.751, pair=0.011, adv=4.018, sprd=0.029]
Ep 052/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.751, pair=0.011, adv=4.018, sprd=0.029]
Ep 052/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.710, pair=0.000, adv=4.402, sprd=0.020]
Ep 052/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.48it/s, loss=0.710, pair=0.000, adv=4.402, sprd=0.020]
Ep 052/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:17,  1.48it/s, loss=0.741, pair=0.006, adv=4.126, sprd=0.027]
Ep 052/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.41it/s, loss=0.741, pair=0.006, adv=4.126, sprd=0.027]
Ep 052/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:22,  1.41it/s, loss=0.731, pair=0.000, adv=3.775, sprd=0.025]
Ep 052/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.49it/s, loss=0.731, pair=0.000, adv=3.775, sprd=0.025]
Ep 052/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.49it/s, loss=0.709, pair=0.005, adv=3.672, sprd=0.018]
Ep 052/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:17,  1.45it/s, loss=0.709, pair=0.005, adv=3.672, sprd=0.018]
Ep 052/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.729, pair=0.000, adv=3.655, sprd=0.025]
Ep 052/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.729, pair=0.000, adv=3.655, sprd=0.025]
Ep 052/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:12,  1.50it/s, loss=0.703, pair=0.002, adv=3.865, sprd=0.017]
Ep 052/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.703, pair=0.002, adv=3.865, sprd=0.017]
Ep 052/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.714, pair=0.002, adv=3.895, sprd=0.022]
Ep 052/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:10,  1.51it/s, loss=0.714, pair=0.002, adv=3.895, sprd=0.022]
Ep 052/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:10,  1.51it/s, loss=0.738, pair=0.000, adv=3.501, sprd=0.023]
Ep 052/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:24,  1.35it/s, loss=0.738, pair=0.000, adv=3.501, sprd=0.023]
Ep 052/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:24,  1.35it/s, loss=0.762, pair=0.004, adv=3.300, sprd=0.033]
Ep 052/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:18,  1.41it/s, loss=0.762, pair=0.004, adv=3.300, sprd=0.033]
Ep 052/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:18,  1.41it/s, loss=0.746, pair=0.000, adv=3.806, sprd=0.027]
Ep 052/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:24,  1.34it/s, loss=0.746, pair=0.000, adv=3.806, sprd=0.027]
Ep 052/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:24,  1.34it/s, loss=0.717, pair=0.003, adv=4.067, sprd=0.022]
Ep 052/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:14,  1.43it/s, loss=0.717, pair=0.003, adv=4.067, sprd=0.022]
Ep 052/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:14,  1.43it/s, loss=0.715, pair=0.000, adv=3.882, sprd=0.020]
Ep 052/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:17,  1.40it/s, loss=0.715, pair=0.000, adv=3.882, sprd=0.020]
Ep 052/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:17,  1.40it/s, loss=0.729, pair=0.000, adv=4.033, sprd=0.024]
Ep 052/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.729, pair=0.000, adv=4.033, sprd=0.024]
Ep 052/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.788, pair=0.001, adv=4.305, sprd=0.022]
Ep 052/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.788, pair=0.001, adv=4.305, sprd=0.022]
Ep 052/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:12,  1.44it/s, loss=0.743, pair=0.001, adv=3.982, sprd=0.028]
Ep 052/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.48it/s, loss=0.743, pair=0.001, adv=3.982, sprd=0.028]
Ep 052/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:07,  1.48it/s, loss=0.710, pair=0.000, adv=3.907, sprd=0.019]
Ep 052/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:17,  1.37it/s, loss=0.710, pair=0.000, adv=3.907, sprd=0.019]
Ep 052/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:17,  1.37it/s, loss=0.717, pair=0.002, adv=3.760, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:08,  1.45it/s, loss=0.717, pair=0.002, adv=3.760, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:08,  1.45it/s, loss=0.720, pair=0.001, adv=3.995, sprd=0.022]
Ep 052/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:14,  1.38it/s, loss=0.720, pair=0.001, adv=3.995, sprd=0.022]
Ep 052/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:14,  1.38it/s, loss=0.720, pair=0.000, adv=3.935, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:07,  1.45it/s, loss=0.720, pair=0.000, adv=3.935, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:07,  1.45it/s, loss=0.719, pair=0.000, adv=3.611, sprd=0.020]
Ep 052/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.719, pair=0.000, adv=3.611, sprd=0.020]
Ep 052/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.731, pair=0.000, adv=4.046, sprd=0.027]
Ep 052/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:04,  1.47it/s, loss=0.731, pair=0.000, adv=4.046, sprd=0.027]
Ep 052/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:04,  1.47it/s, loss=0.714, pair=0.003, adv=3.578, sprd=0.019]
Ep 052/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.714, pair=0.003, adv=3.578, sprd=0.019]
Ep 052/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:05,  1.45it/s, loss=0.723, pair=0.000, adv=3.617, sprd=0.022]
Ep 052/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.723, pair=0.000, adv=3.617, sprd=0.022]
Ep 052/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.793, pair=0.000, adv=4.030, sprd=0.021]
Ep 052/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.43it/s, loss=0.793, pair=0.000, adv=4.030, sprd=0.021]
Ep 052/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:06,  1.43it/s, loss=0.712, pair=0.000, adv=3.840, sprd=0.021]
Ep 052/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.712, pair=0.000, adv=3.840, sprd=0.021]
Ep 052/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<01:59,  1.50it/s, loss=0.727, pair=0.003, adv=4.264, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:05,  1.42it/s, loss=0.727, pair=0.003, adv=4.264, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:05,  1.42it/s, loss=0.735, pair=0.000, adv=3.917, sprd=0.026]
Ep 052/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.735, pair=0.000, adv=3.917, sprd=0.026]
Ep 052/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.735, pair=0.001, adv=4.003, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:07,  1.38it/s, loss=0.735, pair=0.001, adv=4.003, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:07,  1.38it/s, loss=0.721, pair=0.000, adv=3.502, sprd=0.022]
Ep 052/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<02:00,  1.45it/s, loss=0.721, pair=0.000, adv=3.502, sprd=0.022]
Ep 052/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<02:00,  1.45it/s, loss=0.726, pair=0.001, adv=3.704, sprd=0.026]
Ep 052/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:04,  1.40it/s, loss=0.726, pair=0.001, adv=3.704, sprd=0.026]
Ep 052/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:04,  1.40it/s, loss=0.709, pair=0.012, adv=3.961, sprd=0.017]
Ep 052/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.49it/s, loss=0.709, pair=0.012, adv=3.961, sprd=0.017]
Ep 052/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:55,  1.49it/s, loss=0.689, pair=0.006, adv=3.597, sprd=0.014]
Ep 052/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.689, pair=0.006, adv=3.597, sprd=0.014]
Ep 052/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.725, pair=0.002, adv=3.451, sprd=0.025]
Ep 052/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.725, pair=0.002, adv=3.451, sprd=0.025]
Ep 052/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.51it/s, loss=0.706, pair=0.005, adv=3.954, sprd=0.018]
Ep 052/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:57,  1.45it/s, loss=0.706, pair=0.005, adv=3.954, sprd=0.018]
Ep 052/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:57,  1.45it/s, loss=0.744, pair=0.001, adv=3.924, sprd=0.028]
Ep 052/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.744, pair=0.001, adv=3.924, sprd=0.028]
Ep 052/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:52,  1.50it/s, loss=0.748, pair=0.009, adv=3.668, sprd=0.028]
Ep 052/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:57,  1.43it/s, loss=0.748, pair=0.009, adv=3.668, sprd=0.028]
Ep 052/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:57,  1.43it/s, loss=0.739, pair=0.009, adv=3.905, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.739, pair=0.009, adv=3.905, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:52,  1.48it/s, loss=0.741, pair=0.000, adv=3.821, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.741, pair=0.000, adv=3.821, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|█ | 167/333 [01:56<01:56,  1.42it/s, loss=0.728, pair=0.001, adv=3.431, sprd=0.021]
Ep 052/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.728, pair=0.001, adv=3.431, sprd=0.021]
Ep 052/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.736, pair=0.001, adv=3.962, sprd=0.024]
Ep 052/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.43it/s, loss=0.736, pair=0.001, adv=3.962, sprd=0.024]
Ep 052/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:54,  1.43it/s, loss=0.716, pair=0.001, adv=3.733, sprd=0.021]
Ep 052/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.716, pair=0.001, adv=3.733, sprd=0.021]
Ep 052/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.747, pair=0.000, adv=3.708, sprd=0.029]
Ep 052/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.747, pair=0.000, adv=3.708, sprd=0.029]
Ep 052/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.730, pair=0.001, adv=3.723, sprd=0.025]
Ep 052/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.48it/s, loss=0.730, pair=0.001, adv=3.723, sprd=0.025]
Ep 052/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.48it/s, loss=0.714, pair=0.005, adv=3.895, sprd=0.021]
Ep 052/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.714, pair=0.005, adv=3.895, sprd=0.021]
Ep 052/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:52,  1.42it/s, loss=0.729, pair=0.000, adv=3.629, sprd=0.026]
Ep 052/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.48it/s, loss=0.729, pair=0.000, adv=3.629, sprd=0.026]
Ep 052/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.48it/s, loss=0.728, pair=0.003, adv=3.733, sprd=0.025]
Ep 052/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:51,  1.41it/s, loss=0.728, pair=0.003, adv=3.733, sprd=0.025]
Ep 052/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.41it/s, loss=0.722, pair=0.001, adv=3.647, sprd=0.023]
Ep 052/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.722, pair=0.001, adv=3.647, sprd=0.023]
Ep 052/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:46,  1.48it/s, loss=0.730, pair=0.000, adv=3.891, sprd=0.025]
Ep 052/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.730, pair=0.000, adv=3.891, sprd=0.025]
Ep 052/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.732, pair=0.003, adv=3.642, sprd=0.027]
Ep 052/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.732, pair=0.003, adv=3.642, sprd=0.027]
Ep 052/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.734, pair=0.000, adv=4.143, sprd=0.025]
Ep 052/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.44it/s, loss=0.734, pair=0.000, adv=4.143, sprd=0.025]
Ep 052/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.44it/s, loss=0.732, pair=0.000, adv=3.816, sprd=0.028]
Ep 052/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.732, pair=0.000, adv=3.816, sprd=0.028]
Ep 052/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:42,  1.49it/s, loss=0.705, pair=0.000, adv=3.845, sprd=0.018]
Ep 052/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.705, pair=0.000, adv=3.845, sprd=0.018]
Ep 052/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.727, pair=0.001, adv=3.826, sprd=0.024]
Ep 052/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.727, pair=0.001, adv=3.826, sprd=0.024]
Ep 052/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:41,  1.49it/s, loss=0.729, pair=0.000, adv=3.895, sprd=0.022]
Ep 052/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:50,  1.36it/s, loss=0.729, pair=0.000, adv=3.895, sprd=0.022]
Ep 052/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:50,  1.36it/s, loss=0.750, pair=0.001, adv=3.904, sprd=0.031]
Ep 052/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:44,  1.43it/s, loss=0.750, pair=0.001, adv=3.904, sprd=0.031]
Ep 052/60 [S3:+sens]:  55%|█ | 184/333 [02:08<01:44,  1.43it/s, loss=0.779, pair=0.006, adv=3.656, sprd=0.025]
Ep 052/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:49,  1.36it/s, loss=0.779, pair=0.006, adv=3.656, sprd=0.025]
Ep 052/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:49,  1.36it/s, loss=0.720, pair=0.001, adv=3.676, sprd=0.024]
Ep 052/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:41,  1.44it/s, loss=0.720, pair=0.001, adv=3.676, sprd=0.024]
Ep 052/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:41,  1.44it/s, loss=0.750, pair=0.000, adv=4.047, sprd=0.029]
Ep 052/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:45,  1.39it/s, loss=0.750, pair=0.000, adv=4.047, sprd=0.029]
Ep 052/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:45,  1.39it/s, loss=0.724, pair=0.000, adv=4.029, sprd=0.022]
Ep 052/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.46it/s, loss=0.724, pair=0.000, adv=4.029, sprd=0.022]
Ep 052/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:39,  1.46it/s, loss=0.740, pair=0.000, adv=3.673, sprd=0.027]
Ep 052/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.41it/s, loss=0.740, pair=0.000, adv=3.673, sprd=0.027]
Ep 052/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:42,  1.41it/s, loss=0.731, pair=0.001, adv=3.842, sprd=0.025]
Ep 052/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:37,  1.47it/s, loss=0.731, pair=0.001, adv=3.842, sprd=0.025]
Ep 052/60 [S3:+sens]:  57%|█▏| 190/333 [02:12<01:37,  1.47it/s, loss=0.741, pair=0.001, adv=3.853, sprd=0.027]
Ep 052/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:40,  1.42it/s, loss=0.741, pair=0.001, adv=3.853, sprd=0.027]
Ep 052/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:40,  1.42it/s, loss=0.725, pair=0.004, adv=3.564, sprd=0.022]
Ep 052/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:35,  1.48it/s, loss=0.725, pair=0.004, adv=3.564, sprd=0.022]
Ep 052/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:35,  1.48it/s, loss=0.741, pair=0.003, adv=4.113, sprd=0.026]
Ep 052/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:39,  1.41it/s, loss=0.741, pair=0.003, adv=4.113, sprd=0.026]
Ep 052/60 [S3:+sens]:  58%|█▏| 193/333 [02:14<01:39,  1.41it/s, loss=0.712, pair=0.005, adv=3.889, sprd=0.018]
Ep 052/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.51it/s, loss=0.712, pair=0.005, adv=3.889, sprd=0.018]
Ep 052/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.51it/s, loss=0.742, pair=0.001, adv=3.922, sprd=0.027]
Ep 052/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:39,  1.39it/s, loss=0.742, pair=0.001, adv=3.922, sprd=0.027]
Ep 052/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:39,  1.39it/s, loss=0.722, pair=0.001, adv=3.589, sprd=0.025]
Ep 052/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.47it/s, loss=0.722, pair=0.001, adv=3.589, sprd=0.025]
Ep 052/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:33,  1.47it/s, loss=0.725, pair=0.001, adv=3.885, sprd=0.022]
Ep 052/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:36,  1.41it/s, loss=0.725, pair=0.001, adv=3.885, sprd=0.022]
Ep 052/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:36,  1.41it/s, loss=0.713, pair=0.002, adv=4.023, sprd=0.021]
Ep 052/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.49it/s, loss=0.713, pair=0.002, adv=4.023, sprd=0.021]
Ep 052/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:30,  1.49it/s, loss=0.722, pair=0.001, adv=3.752, sprd=0.020]
Ep 052/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.42it/s, loss=0.722, pair=0.001, adv=3.752, sprd=0.020]
Ep 052/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:34,  1.42it/s, loss=0.731, pair=0.006, adv=3.543, sprd=0.022]
Ep 052/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.731, pair=0.006, adv=3.543, sprd=0.022]
Ep 052/60 [S3:+sens]:  60%|█▏| 200/333 [02:19<01:28,  1.50it/s, loss=0.726, pair=0.000, adv=3.865, sprd=0.023]
Ep 052/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:32,  1.43it/s, loss=0.726, pair=0.000, adv=3.865, sprd=0.023]
Ep 052/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:32,  1.43it/s, loss=0.699, pair=0.000, adv=3.979, sprd=0.017]
Ep 052/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.49it/s, loss=0.699, pair=0.000, adv=3.979, sprd=0.017]
Ep 052/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:27,  1.49it/s, loss=0.717, pair=0.000, adv=3.641, sprd=0.021]
Ep 052/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.717, pair=0.000, adv=3.641, sprd=0.021]
Ep 052/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.720, pair=0.000, adv=3.589, sprd=0.020]
Ep 052/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.50it/s, loss=0.720, pair=0.000, adv=3.589, sprd=0.020]
Ep 052/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:26,  1.50it/s, loss=0.738, pair=0.000, adv=3.931, sprd=0.023]
Ep 052/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:31,  1.39it/s, loss=0.738, pair=0.000, adv=3.931, sprd=0.023]
Ep 052/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:31,  1.39it/s, loss=0.739, pair=0.006, adv=3.931, sprd=0.028]
Ep 052/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:27,  1.46it/s, loss=0.739, pair=0.006, adv=3.931, sprd=0.028]
Ep 052/60 [S3:+sens]:  62%|█▏| 206/333 [02:23<01:27,  1.46it/s, loss=0.723, pair=0.001, adv=3.935, sprd=0.022]
Ep 052/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.723, pair=0.001, adv=3.935, sprd=0.022]
Ep 052/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.729, pair=0.004, adv=3.808, sprd=0.026]
Ep 052/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:25,  1.47it/s, loss=0.729, pair=0.004, adv=3.808, sprd=0.026]
Ep 052/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:25,  1.47it/s, loss=0.715, pair=0.001, adv=3.532, sprd=0.019]
Ep 052/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.44it/s, loss=0.715, pair=0.001, adv=3.532, sprd=0.019]
Ep 052/60 [S3:+sens]:  63%|█▎| 209/333 [02:25<01:26,  1.44it/s, loss=0.716, pair=0.001, adv=3.621, sprd=0.020]
Ep 052/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.716, pair=0.001, adv=3.621, sprd=0.020]
Ep 052/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.699, pair=0.000, adv=3.273, sprd=0.020]
Ep 052/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.42it/s, loss=0.699, pair=0.000, adv=3.273, sprd=0.020]
Ep 052/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.42it/s, loss=0.730, pair=0.001, adv=3.676, sprd=0.024]
Ep 052/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.48it/s, loss=0.730, pair=0.001, adv=3.676, sprd=0.024]
Ep 052/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:21,  1.48it/s, loss=0.739, pair=0.003, adv=3.972, sprd=0.026]
Ep 052/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.43it/s, loss=0.739, pair=0.003, adv=3.972, sprd=0.026]
Ep 052/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.43it/s, loss=0.731, pair=0.008, adv=3.683, sprd=0.023]
Ep 052/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.731, pair=0.008, adv=3.683, sprd=0.023]
Ep 052/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:20,  1.48it/s, loss=0.721, pair=0.002, adv=3.851, sprd=0.022]
Ep 052/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.42it/s, loss=0.721, pair=0.002, adv=3.851, sprd=0.022]
Ep 052/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:22,  1.42it/s, loss=0.696, pair=0.001, adv=3.630, sprd=0.018]
Ep 052/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.696, pair=0.001, adv=3.630, sprd=0.018]
Ep 052/60 [S3:+sens]:  65%|█▎| 216/333 [02:30<01:18,  1.50it/s, loss=0.714, pair=0.003, adv=3.534, sprd=0.021]
Ep 052/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:22,  1.41it/s, loss=0.714, pair=0.003, adv=3.534, sprd=0.021]
Ep 052/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:22,  1.41it/s, loss=0.718, pair=0.008, adv=4.348, sprd=0.017]
Ep 052/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.49it/s, loss=0.718, pair=0.008, adv=4.348, sprd=0.017]
Ep 052/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:17,  1.49it/s, loss=0.719, pair=0.001, adv=3.876, sprd=0.021]
Ep 052/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:21,  1.40it/s, loss=0.719, pair=0.001, adv=3.876, sprd=0.021]
Ep 052/60 [S3:+sens]:  66%|█▎| 219/333 [02:32<01:21,  1.40it/s, loss=0.711, pair=0.002, adv=3.511, sprd=0.020]
Ep 052/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:16,  1.48it/s, loss=0.711, pair=0.002, adv=3.511, sprd=0.020]
Ep 052/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:16,  1.48it/s, loss=0.733, pair=0.002, adv=3.995, sprd=0.026]
Ep 052/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.733, pair=0.002, adv=3.995, sprd=0.026]
Ep 052/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:17,  1.44it/s, loss=0.714, pair=0.000, adv=3.657, sprd=0.021]
Ep 052/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.714, pair=0.000, adv=3.657, sprd=0.021]
Ep 052/60 [S3:+sens]:  67%|█▎| 222/333 [02:34<01:13,  1.51it/s, loss=0.758, pair=0.001, adv=3.676, sprd=0.030]
Ep 052/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.758, pair=0.001, adv=3.676, sprd=0.030]
Ep 052/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.726, pair=0.003, adv=3.750, sprd=0.023]
Ep 052/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:15,  1.44it/s, loss=0.726, pair=0.003, adv=3.750, sprd=0.023]
Ep 052/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:15,  1.44it/s, loss=0.717, pair=0.003, adv=3.715, sprd=0.021]
Ep 052/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.37it/s, loss=0.717, pair=0.003, adv=3.715, sprd=0.021]
Ep 052/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:18,  1.37it/s, loss=0.732, pair=0.009, adv=4.250, sprd=0.025]
Ep 052/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:14,  1.45it/s, loss=0.732, pair=0.009, adv=4.250, sprd=0.025]
Ep 052/60 [S3:+sens]:  68%|█▎| 226/333 [02:37<01:14,  1.45it/s, loss=0.745, pair=0.007, adv=3.943, sprd=0.025]
Ep 052/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:18,  1.35it/s, loss=0.745, pair=0.007, adv=3.943, sprd=0.025]
Ep 052/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:18,  1.35it/s, loss=0.707, pair=0.002, adv=3.923, sprd=0.021]
Ep 052/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:12,  1.45it/s, loss=0.707, pair=0.002, adv=3.923, sprd=0.021]
Ep 052/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:12,  1.45it/s, loss=0.733, pair=0.007, adv=3.435, sprd=0.023]
Ep 052/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:17,  1.35it/s, loss=0.733, pair=0.007, adv=3.435, sprd=0.023]
Ep 052/60 [S3:+sens]:  69%|█▍| 229/333 [02:39<01:17,  1.35it/s, loss=0.706, pair=0.002, adv=3.835, sprd=0.021]
Ep 052/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.44it/s, loss=0.706, pair=0.002, adv=3.835, sprd=0.021]
Ep 052/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.44it/s, loss=0.711, pair=0.005, adv=3.833, sprd=0.021]
Ep 052/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:14,  1.38it/s, loss=0.711, pair=0.005, adv=3.833, sprd=0.021]
Ep 052/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:14,  1.38it/s, loss=0.715, pair=0.005, adv=4.185, sprd=0.019]
Ep 052/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.45it/s, loss=0.715, pair=0.005, adv=4.185, sprd=0.019]
Ep 052/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:09,  1.45it/s, loss=0.710, pair=0.000, adv=3.704, sprd=0.018]
Ep 052/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.710, pair=0.000, adv=3.704, sprd=0.018]
Ep 052/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.710, pair=0.002, adv=3.690, sprd=0.019]
Ep 052/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.51it/s, loss=0.710, pair=0.002, adv=3.690, sprd=0.019]
Ep 052/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:05,  1.51it/s, loss=0.698, pair=0.000, adv=4.214, sprd=0.017]
Ep 052/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.46it/s, loss=0.698, pair=0.000, adv=4.214, sprd=0.017]
Ep 052/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:07,  1.46it/s, loss=0.722, pair=0.005, adv=3.857, sprd=0.024]
Ep 052/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.50it/s, loss=0.722, pair=0.005, adv=3.857, sprd=0.024]
Ep 052/60 [S3:+sens]:  71%|█▍| 236/333 [02:44<01:04,  1.50it/s, loss=0.725, pair=0.000, adv=3.618, sprd=0.022]
Ep 052/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:08,  1.40it/s, loss=0.725, pair=0.000, adv=3.618, sprd=0.022]
Ep 052/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:08,  1.40it/s, loss=0.715, pair=0.002, adv=3.585, sprd=0.020]
Ep 052/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.715, pair=0.002, adv=3.585, sprd=0.020]
Ep 052/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:03,  1.50it/s, loss=0.717, pair=0.001, adv=3.925, sprd=0.020]
Ep 052/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.43it/s, loss=0.717, pair=0.001, adv=3.925, sprd=0.020]
Ep 052/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.43it/s, loss=0.713, pair=0.000, adv=4.366, sprd=0.020]
Ep 052/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.713, pair=0.000, adv=4.366, sprd=0.020]
Ep 052/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.49it/s, loss=0.740, pair=0.002, adv=4.026, sprd=0.026]
Ep 052/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.740, pair=0.002, adv=4.026, sprd=0.026]
Ep 052/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:04,  1.42it/s, loss=0.721, pair=0.000, adv=4.031, sprd=0.024]
Ep 052/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.48it/s, loss=0.721, pair=0.000, adv=4.031, sprd=0.024]
Ep 052/60 [S3:+sens]:  73%|█▍| 242/333 [02:48<01:01,  1.48it/s, loss=0.750, pair=0.012, adv=3.678, sprd=0.024]
Ep 052/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:03,  1.41it/s, loss=0.750, pair=0.012, adv=3.678, sprd=0.024]
Ep 052/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:03,  1.41it/s, loss=0.721, pair=0.002, adv=4.031, sprd=0.022]
Ep 052/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.721, pair=0.002, adv=4.031, sprd=0.022]
Ep 052/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<01:00,  1.48it/s, loss=0.713, pair=0.001, adv=3.896, sprd=0.022]
Ep 052/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.41it/s, loss=0.713, pair=0.001, adv=3.896, sprd=0.022]
Ep 052/60 [S3:+sens]:  74%|█▍| 245/333 [02:50<01:02,  1.41it/s, loss=0.700, pair=0.000, adv=3.904, sprd=0.016]
Ep 052/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.49it/s, loss=0.700, pair=0.000, adv=3.904, sprd=0.016]
Ep 052/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.49it/s, loss=0.704, pair=0.001, adv=3.884, sprd=0.016]
Ep 052/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.39it/s, loss=0.704, pair=0.001, adv=3.884, sprd=0.016]
Ep 052/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:02,  1.39it/s, loss=0.709, pair=0.002, adv=3.807, sprd=0.020]
Ep 052/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.48it/s, loss=0.709, pair=0.002, adv=3.807, sprd=0.020]
Ep 052/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:57,  1.48it/s, loss=0.718, pair=0.004, adv=4.108, sprd=0.020]
Ep 052/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:00,  1.39it/s, loss=0.718, pair=0.004, adv=4.108, sprd=0.020]
Ep 052/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:00,  1.39it/s, loss=0.718, pair=0.005, adv=3.892, sprd=0.021]
Ep 052/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.47it/s, loss=0.718, pair=0.005, adv=3.892, sprd=0.021]
Ep 052/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:56,  1.47it/s, loss=0.746, pair=0.007, adv=4.414, sprd=0.028]
Ep 052/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.42it/s, loss=0.746, pair=0.007, adv=4.414, sprd=0.028]
Ep 052/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.738, pair=0.006, adv=3.723, sprd=0.024]
Ep 052/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:55,  1.47it/s, loss=0.738, pair=0.006, adv=3.723, sprd=0.024]
Ep 052/60 [S3:+sens]:  76%|█▌| 252/333 [02:55<00:55,  1.47it/s, loss=0.730, pair=0.000, adv=4.155, sprd=0.025]
Ep 052/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:57,  1.40it/s, loss=0.730, pair=0.000, adv=4.155, sprd=0.025]
Ep 052/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:57,  1.40it/s, loss=0.733, pair=0.003, adv=3.796, sprd=0.024]
Ep 052/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:54,  1.46it/s, loss=0.733, pair=0.003, adv=3.796, sprd=0.024]
Ep 052/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:54,  1.46it/s, loss=0.731, pair=0.007, adv=4.152, sprd=0.024]
Ep 052/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.42it/s, loss=0.731, pair=0.007, adv=4.152, sprd=0.024]
Ep 052/60 [S3:+sens]:  77%|█▌| 255/333 [02:57<00:54,  1.42it/s, loss=0.718, pair=0.002, adv=3.817, sprd=0.020]
Ep 052/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:52,  1.48it/s, loss=0.718, pair=0.002, adv=3.817, sprd=0.020]
Ep 052/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:52,  1.48it/s, loss=0.722, pair=0.006, adv=3.820, sprd=0.022]
Ep 052/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.722, pair=0.006, adv=3.820, sprd=0.022]
Ep 052/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:53,  1.43it/s, loss=0.732, pair=0.001, adv=3.881, sprd=0.025]
Ep 052/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.732, pair=0.001, adv=3.881, sprd=0.025]
Ep 052/60 [S3:+sens]:  77%|█▌| 258/333 [02:59<00:50,  1.48it/s, loss=0.722, pair=0.002, adv=3.952, sprd=0.024]
Ep 052/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.41it/s, loss=0.722, pair=0.002, adv=3.952, sprd=0.024]
Ep 052/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.41it/s, loss=0.735, pair=0.000, adv=3.917, sprd=0.025]
Ep 052/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.735, pair=0.000, adv=3.917, sprd=0.025]
Ep 052/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.47it/s, loss=0.734, pair=0.000, adv=3.963, sprd=0.026]
Ep 052/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.41it/s, loss=0.734, pair=0.000, adv=3.963, sprd=0.026]
Ep 052/60 [S3:+sens]:  78%|█▌| 261/333 [03:01<00:51,  1.41it/s, loss=0.707, pair=0.002, adv=3.419, sprd=0.019]
Ep 052/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.48it/s, loss=0.707, pair=0.002, adv=3.419, sprd=0.019]
Ep 052/60 [S3:+sens]:  79%|█▌| 262/333 [03:02<00:47,  1.48it/s, loss=0.739, pair=0.000, adv=3.755, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:50,  1.38it/s, loss=0.739, pair=0.000, adv=3.755, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:50,  1.38it/s, loss=0.731, pair=0.000, adv=4.079, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:47,  1.46it/s, loss=0.731, pair=0.000, adv=4.079, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:47,  1.46it/s, loss=0.723, pair=0.001, adv=3.770, sprd=0.024]
Ep 052/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.723, pair=0.001, adv=3.770, sprd=0.024]
Ep 052/60 [S3:+sens]:  80%|█▌| 265/333 [03:04<00:47,  1.42it/s, loss=0.729, pair=0.000, adv=3.956, sprd=0.021]
Ep 052/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.729, pair=0.000, adv=3.956, sprd=0.021]
Ep 052/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.710, pair=0.000, adv=3.883, sprd=0.020]
Ep 052/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.43it/s, loss=0.710, pair=0.000, adv=3.883, sprd=0.020]
Ep 052/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:46,  1.43it/s, loss=0.726, pair=0.001, adv=4.046, sprd=0.024]
Ep 052/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.49it/s, loss=0.726, pair=0.001, adv=4.046, sprd=0.024]
Ep 052/60 [S3:+sens]:  80%|█▌| 268/333 [03:06<00:43,  1.49it/s, loss=0.721, pair=0.004, adv=3.798, sprd=0.021]
Ep 052/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:45,  1.42it/s, loss=0.721, pair=0.004, adv=3.798, sprd=0.021]
Ep 052/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:45,  1.42it/s, loss=0.714, pair=0.001, adv=3.982, sprd=0.018]
Ep 052/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.714, pair=0.001, adv=3.982, sprd=0.018]
Ep 052/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:42,  1.48it/s, loss=0.718, pair=0.002, adv=3.934, sprd=0.023]
Ep 052/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:42,  1.45it/s, loss=0.718, pair=0.002, adv=3.934, sprd=0.023]
Ep 052/60 [S3:+sens]:  81%|█▋| 271/333 [03:08<00:42,  1.45it/s, loss=0.721, pair=0.001, adv=3.753, sprd=0.021]
Ep 052/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.52it/s, loss=0.721, pair=0.001, adv=3.753, sprd=0.021]
Ep 052/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.52it/s, loss=0.720, pair=0.002, adv=3.596, sprd=0.020]
Ep 052/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:40,  1.47it/s, loss=0.720, pair=0.002, adv=3.596, sprd=0.020]
Ep 052/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:40,  1.47it/s, loss=0.717, pair=0.000, adv=4.360, sprd=0.023]
Ep 052/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:38,  1.53it/s, loss=0.717, pair=0.000, adv=4.360, sprd=0.023]
Ep 052/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:38,  1.53it/s, loss=0.728, pair=0.002, adv=4.052, sprd=0.024]
Ep 052/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:39,  1.46it/s, loss=0.728, pair=0.002, adv=4.052, sprd=0.024]
Ep 052/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:39,  1.46it/s, loss=0.717, pair=0.000, adv=4.113, sprd=0.022]
Ep 052/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.51it/s, loss=0.717, pair=0.000, adv=4.113, sprd=0.022]
Ep 052/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:37,  1.51it/s, loss=0.724, pair=0.000, adv=3.934, sprd=0.023]
Ep 052/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:37,  1.47it/s, loss=0.724, pair=0.000, adv=3.934, sprd=0.023]
Ep 052/60 [S3:+sens]:  83%|█▋| 277/333 [03:12<00:37,  1.47it/s, loss=0.708, pair=0.000, adv=4.207, sprd=0.019]
Ep 052/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:35,  1.55it/s, loss=0.708, pair=0.000, adv=4.207, sprd=0.019]
Ep 052/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:35,  1.55it/s, loss=0.729, pair=0.002, adv=3.497, sprd=0.024]
Ep 052/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:36,  1.46it/s, loss=0.729, pair=0.002, adv=3.497, sprd=0.024]
Ep 052/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:36,  1.46it/s, loss=0.727, pair=0.001, adv=4.156, sprd=0.024]
Ep 052/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:34,  1.52it/s, loss=0.727, pair=0.001, adv=4.156, sprd=0.024]
Ep 052/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:34,  1.52it/s, loss=0.745, pair=0.006, adv=4.052, sprd=0.027]
Ep 052/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.44it/s, loss=0.745, pair=0.006, adv=4.052, sprd=0.027]
Ep 052/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.44it/s, loss=0.732, pair=0.001, adv=3.926, sprd=0.024]
Ep 052/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.732, pair=0.001, adv=3.926, sprd=0.024]
Ep 052/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.49it/s, loss=0.705, pair=0.000, adv=3.927, sprd=0.016]
Ep 052/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.44it/s, loss=0.705, pair=0.000, adv=3.927, sprd=0.016]
Ep 052/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:34,  1.44it/s, loss=0.710, pair=0.000, adv=3.420, sprd=0.017]
Ep 052/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.52it/s, loss=0.710, pair=0.000, adv=3.420, sprd=0.017]
Ep 052/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.52it/s, loss=0.715, pair=0.000, adv=4.150, sprd=0.020]
Ep 052/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.45it/s, loss=0.715, pair=0.000, adv=4.150, sprd=0.020]
Ep 052/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:33,  1.45it/s, loss=0.720, pair=0.000, adv=3.618, sprd=0.022]
Ep 052/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.720, pair=0.000, adv=3.618, sprd=0.022]
Ep 052/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.51it/s, loss=0.738, pair=0.000, adv=3.661, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.40it/s, loss=0.738, pair=0.000, adv=3.661, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.40it/s, loss=0.734, pair=0.000, adv=3.948, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.47it/s, loss=0.734, pair=0.000, adv=3.948, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.47it/s, loss=0.714, pair=0.003, adv=3.731, sprd=0.019]
Ep 052/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.43it/s, loss=0.714, pair=0.003, adv=3.731, sprd=0.019]
Ep 052/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:30,  1.43it/s, loss=0.738, pair=0.006, adv=3.967, sprd=0.026]
Ep 052/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.48it/s, loss=0.738, pair=0.006, adv=3.967, sprd=0.026]
Ep 052/60 [S3:+sens]:  87%|█▋| 290/333 [03:21<00:29,  1.48it/s, loss=0.792, pair=0.001, adv=3.940, sprd=0.022]
Ep 052/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.43it/s, loss=0.792, pair=0.001, adv=3.940, sprd=0.022]
Ep 052/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.43it/s, loss=0.736, pair=0.003, adv=3.898, sprd=0.025]
Ep 052/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.49it/s, loss=0.736, pair=0.003, adv=3.898, sprd=0.025]
Ep 052/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.49it/s, loss=0.735, pair=0.004, adv=3.516, sprd=0.024]
Ep 052/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.42it/s, loss=0.735, pair=0.004, adv=3.516, sprd=0.024]
Ep 052/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:28,  1.42it/s, loss=0.725, pair=0.005, adv=3.501, sprd=0.024]
Ep 052/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.49it/s, loss=0.725, pair=0.005, adv=3.501, sprd=0.024]
Ep 052/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.49it/s, loss=0.732, pair=0.000, adv=3.745, sprd=0.027]
Ep 052/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.732, pair=0.000, adv=3.745, sprd=0.027]
Ep 052/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:26,  1.44it/s, loss=0.708, pair=0.003, adv=3.506, sprd=0.020]
Ep 052/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.51it/s, loss=0.708, pair=0.003, adv=3.506, sprd=0.020]
Ep 052/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:24,  1.51it/s, loss=0.716, pair=0.005, adv=3.837, sprd=0.020]
Ep 052/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.44it/s, loss=0.716, pair=0.005, adv=3.837, sprd=0.020]
Ep 052/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.44it/s, loss=0.700, pair=0.000, adv=3.932, sprd=0.017]
Ep 052/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.51it/s, loss=0.700, pair=0.000, adv=3.932, sprd=0.017]
Ep 052/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.51it/s, loss=0.720, pair=0.001, adv=3.490, sprd=0.021]
Ep 052/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.720, pair=0.001, adv=3.490, sprd=0.021]
Ep 052/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:23,  1.44it/s, loss=0.725, pair=0.000, adv=4.059, sprd=0.024]
Ep 052/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.50it/s, loss=0.725, pair=0.000, adv=4.059, sprd=0.024]
Ep 052/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.50it/s, loss=0.733, pair=0.000, adv=3.699, sprd=0.022]
Ep 052/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:23,  1.39it/s, loss=0.733, pair=0.000, adv=3.699, sprd=0.022]
Ep 052/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:23,  1.39it/s, loss=0.743, pair=0.002, adv=3.967, sprd=0.029]
Ep 052/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.46it/s, loss=0.743, pair=0.002, adv=3.967, sprd=0.029]
Ep 052/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:21,  1.46it/s, loss=0.743, pair=0.001, adv=3.870, sprd=0.027]
Ep 052/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.40it/s, loss=0.743, pair=0.001, adv=3.870, sprd=0.027]
Ep 052/60 [S3:+sens]:  91%|█▊| 303/333 [03:30<00:21,  1.40it/s, loss=0.740, pair=0.002, adv=4.311, sprd=0.029]
Ep 052/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.45it/s, loss=0.740, pair=0.002, adv=4.311, sprd=0.029]
Ep 052/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.45it/s, loss=0.748, pair=0.000, adv=4.009, sprd=0.028]
Ep 052/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.40it/s, loss=0.748, pair=0.000, adv=4.009, sprd=0.028]
Ep 052/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.40it/s, loss=0.731, pair=0.000, adv=4.060, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.47it/s, loss=0.731, pair=0.000, adv=4.060, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.47it/s, loss=0.702, pair=0.000, adv=3.551, sprd=0.018]
Ep 052/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.702, pair=0.000, adv=3.551, sprd=0.018]
Ep 052/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.727, pair=0.000, adv=3.929, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.47it/s, loss=0.727, pair=0.000, adv=3.929, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:17,  1.47it/s, loss=0.780, pair=0.004, adv=3.819, sprd=0.021]
Ep 052/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.780, pair=0.004, adv=3.819, sprd=0.021]
Ep 052/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:16,  1.44it/s, loss=0.738, pair=0.001, adv=3.985, sprd=0.026]
Ep 052/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.738, pair=0.001, adv=3.985, sprd=0.026]
Ep 052/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.732, pair=0.007, adv=3.715, sprd=0.024]
Ep 052/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.732, pair=0.007, adv=3.715, sprd=0.024]
Ep 052/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.44it/s, loss=0.724, pair=0.003, adv=4.158, sprd=0.025]
Ep 052/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.50it/s, loss=0.724, pair=0.003, adv=4.158, sprd=0.025]
Ep 052/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:14,  1.50it/s, loss=0.715, pair=0.000, adv=4.196, sprd=0.022]
Ep 052/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.715, pair=0.000, adv=4.196, sprd=0.022]
Ep 052/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.738, pair=0.001, adv=4.304, sprd=0.028]
Ep 052/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.738, pair=0.001, adv=4.304, sprd=0.028]
Ep 052/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.48it/s, loss=0.737, pair=0.001, adv=3.740, sprd=0.027]
Ep 052/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.43it/s, loss=0.737, pair=0.001, adv=3.740, sprd=0.027]
Ep 052/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.712, pair=0.001, adv=3.843, sprd=0.017]
Ep 052/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.712, pair=0.001, adv=3.843, sprd=0.017]
Ep 052/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.735, pair=0.000, adv=3.685, sprd=0.026]
Ep 052/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.735, pair=0.000, adv=3.685, sprd=0.026]
Ep 052/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.43it/s, loss=0.716, pair=0.003, adv=3.680, sprd=0.018]
Ep 052/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.52it/s, loss=0.716, pair=0.003, adv=3.680, sprd=0.018]
Ep 052/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:09,  1.52it/s, loss=0.735, pair=0.000, adv=4.145, sprd=0.025]
Ep 052/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.735, pair=0.000, adv=4.145, sprd=0.025]
Ep 052/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.725, pair=0.002, adv=4.372, sprd=0.023]
Ep 052/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.725, pair=0.002, adv=4.372, sprd=0.023]
Ep 052/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.51it/s, loss=0.717, pair=0.001, adv=3.686, sprd=0.021]
Ep 052/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.46it/s, loss=0.717, pair=0.001, adv=3.686, sprd=0.021]
Ep 052/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.46it/s, loss=0.715, pair=0.002, adv=3.997, sprd=0.022]
Ep 052/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.53it/s, loss=0.715, pair=0.002, adv=3.997, sprd=0.022]
Ep 052/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.53it/s, loss=0.741, pair=0.000, adv=3.924, sprd=0.025]
Ep 052/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.741, pair=0.000, adv=3.924, sprd=0.025]
Ep 052/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.740, pair=0.001, adv=4.143, sprd=0.026]
Ep 052/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.740, pair=0.001, adv=4.143, sprd=0.026]
Ep 052/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.766, pair=0.000, adv=4.007, sprd=0.030]
Ep 052/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.39it/s, loss=0.766, pair=0.000, adv=4.007, sprd=0.030]
Ep 052/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.39it/s, loss=0.745, pair=0.020, adv=4.061, sprd=0.026]
Ep 052/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.745, pair=0.020, adv=4.061, sprd=0.026]
Ep 052/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.730, pair=0.001, adv=3.680, sprd=0.023]
Ep 052/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.730, pair=0.001, adv=3.680, sprd=0.023]
Ep 052/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.740, pair=0.001, adv=4.030, sprd=0.027]
Ep 052/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.740, pair=0.001, adv=4.030, sprd=0.027]
Ep 052/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.729, pair=0.012, adv=3.926, sprd=0.025]
Ep 052/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.729, pair=0.012, adv=3.926, sprd=0.025]
Ep 052/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.44it/s, loss=0.743, pair=0.000, adv=3.762, sprd=0.026]
Ep 052/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.743, pair=0.000, adv=3.762, sprd=0.026]
Ep 052/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.734, pair=0.005, adv=3.628, sprd=0.023]
Ep 052/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.734, pair=0.005, adv=3.628, sprd=0.023]
Ep 052/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.712, pair=0.000, adv=4.104, sprd=0.021]
Ep 052/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.712, pair=0.000, adv=4.104, sprd=0.021]
Ep 052/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.714, pair=0.000, adv=3.858, sprd=0.022]
Ep 052/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.44it/s, loss=0.714, pair=0.000, adv=3.858, sprd=0.022]
                                                                                                              
Epoch 052/60 [S3:+sens]  loss=0.7268  mat=0.2386  sens=1.0125  pair=0.0026  adv=3.8316(rand=3.37)  deg=0.0049  orth=0.0008  spread=0.0230  q_mean=49.5  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.02e-05  230s

Ep 053/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 053/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.710, pair=0.003, adv=3.560, sprd=0.020]
Ep 053/60 [S3:+sens]:   0%|    | 1/333 [00:01<05:53,  1.07s/it, loss=0.710, pair=0.003, adv=3.560, sprd=0.020]
Ep 053/60 [S3:+sens]:   0%|    | 1/333 [00:01<05:53,  1.07s/it, loss=0.706, pair=0.009, adv=3.658, sprd=0.017]
Ep 053/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:14,  1.30it/s, loss=0.706, pair=0.009, adv=3.658, sprd=0.017]
Ep 053/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:14,  1.30it/s, loss=0.711, pair=0.005, adv=3.799, sprd=0.019]
Ep 053/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:08,  1.33it/s, loss=0.711, pair=0.005, adv=3.799, sprd=0.019]
Ep 053/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:08,  1.33it/s, loss=0.723, pair=0.014, adv=3.929, sprd=0.025]
Ep 053/60 [S3:+sens]:   1%|    | 4/333 [00:02<03:44,  1.46it/s, loss=0.723, pair=0.014, adv=3.929, sprd=0.025]
Ep 053/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:44,  1.46it/s, loss=0.740, pair=0.010, adv=4.218, sprd=0.027]
Ep 053/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:54,  1.40it/s, loss=0.740, pair=0.010, adv=4.218, sprd=0.027]
Ep 053/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:54,  1.40it/s, loss=0.712, pair=0.002, adv=4.009, sprd=0.020]
Ep 053/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:41,  1.48it/s, loss=0.712, pair=0.002, adv=4.009, sprd=0.020]
Ep 053/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:41,  1.48it/s, loss=0.714, pair=0.001, adv=3.778, sprd=0.019]
Ep 053/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:53,  1.39it/s, loss=0.714, pair=0.001, adv=3.778, sprd=0.019]
Ep 053/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:53,  1.39it/s, loss=0.722, pair=0.003, adv=4.154, sprd=0.024]
Ep 053/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:41,  1.46it/s, loss=0.722, pair=0.003, adv=4.154, sprd=0.024]
Ep 053/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:41,  1.46it/s, loss=0.726, pair=0.006, adv=3.900, sprd=0.024]
Ep 053/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:51,  1.40it/s, loss=0.726, pair=0.006, adv=3.900, sprd=0.024]
Ep 053/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:51,  1.40it/s, loss=0.726, pair=0.003, adv=4.000, sprd=0.023]
Ep 053/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.47it/s, loss=0.726, pair=0.003, adv=4.000, sprd=0.023]
Ep 053/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.47it/s, loss=0.823, pair=0.003, adv=3.614, sprd=0.030]
Ep 053/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:46,  1.42it/s, loss=0.823, pair=0.003, adv=3.614, sprd=0.030]
Ep 053/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.726, pair=0.003, adv=3.854, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:37,  1.48it/s, loss=0.726, pair=0.003, adv=3.854, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:37,  1.48it/s, loss=0.735, pair=0.001, adv=3.856, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:53,  1.37it/s, loss=0.735, pair=0.001, adv=3.856, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:53,  1.37it/s, loss=0.726, pair=0.000, adv=3.986, sprd=0.023]
Ep 053/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:40,  1.45it/s, loss=0.726, pair=0.000, adv=3.986, sprd=0.023]
Ep 053/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:40,  1.45it/s, loss=0.695, pair=0.001, adv=3.295, sprd=0.016]
Ep 053/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:45,  1.41it/s, loss=0.695, pair=0.001, adv=3.295, sprd=0.016]
Ep 053/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:45,  1.41it/s, loss=0.743, pair=0.007, adv=3.639, sprd=0.028]
Ep 053/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:35,  1.47it/s, loss=0.743, pair=0.007, adv=3.639, sprd=0.028]
Ep 053/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:35,  1.47it/s, loss=0.723, pair=0.016, adv=4.132, sprd=0.024]
Ep 053/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:42,  1.42it/s, loss=0.723, pair=0.016, adv=4.132, sprd=0.024]
Ep 053/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:42,  1.42it/s, loss=0.703, pair=0.002, adv=3.820, sprd=0.019]
Ep 053/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:32,  1.48it/s, loss=0.703, pair=0.002, adv=3.820, sprd=0.019]
Ep 053/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:32,  1.48it/s, loss=0.724, pair=0.002, adv=4.205, sprd=0.023]
Ep 053/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:42,  1.41it/s, loss=0.724, pair=0.002, adv=4.205, sprd=0.023]
Ep 053/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:42,  1.41it/s, loss=0.738, pair=0.003, adv=3.819, sprd=0.027]
Ep 053/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.738, pair=0.003, adv=3.819, sprd=0.027]
Ep 053/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.729, pair=0.000, adv=3.862, sprd=0.023]
Ep 053/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:39,  1.42it/s, loss=0.729, pair=0.000, adv=3.862, sprd=0.023]
Ep 053/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.705, pair=0.000, adv=4.134, sprd=0.020]
Ep 053/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:27,  1.50it/s, loss=0.705, pair=0.000, adv=4.134, sprd=0.020]
Ep 053/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:27,  1.50it/s, loss=0.714, pair=0.001, adv=3.918, sprd=0.020]
Ep 053/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.714, pair=0.001, adv=3.918, sprd=0.020]
Ep 053/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.729, pair=0.007, adv=3.815, sprd=0.022]
Ep 053/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.729, pair=0.007, adv=3.815, sprd=0.022]
Ep 053/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.722, pair=0.007, adv=3.819, sprd=0.022]
Ep 053/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:34,  1.44it/s, loss=0.722, pair=0.007, adv=3.819, sprd=0.022]
Ep 053/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:34,  1.44it/s, loss=0.715, pair=0.009, adv=3.682, sprd=0.020]
Ep 053/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.715, pair=0.009, adv=3.682, sprd=0.020]
Ep 053/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.704, pair=0.009, adv=3.604, sprd=0.014]
Ep 053/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:27,  1.47it/s, loss=0.704, pair=0.009, adv=3.604, sprd=0.014]
Ep 053/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:27,  1.47it/s, loss=0.739, pair=0.003, adv=3.892, sprd=0.025]
Ep 053/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:21,  1.51it/s, loss=0.739, pair=0.003, adv=3.892, sprd=0.025]
Ep 053/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:21,  1.51it/s, loss=0.730, pair=0.006, adv=4.051, sprd=0.024]
Ep 053/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.730, pair=0.006, adv=4.051, sprd=0.024]
Ep 053/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.724, pair=0.005, adv=4.080, sprd=0.023]
Ep 053/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:20,  1.51it/s, loss=0.724, pair=0.005, adv=4.080, sprd=0.023]
Ep 053/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:20,  1.51it/s, loss=0.719, pair=0.000, adv=3.907, sprd=0.021]
Ep 053/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:26,  1.46it/s, loss=0.719, pair=0.000, adv=3.907, sprd=0.021]
Ep 053/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:26,  1.46it/s, loss=0.721, pair=0.001, adv=3.801, sprd=0.023]
Ep 053/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:18,  1.51it/s, loss=0.721, pair=0.001, adv=3.801, sprd=0.023]
Ep 053/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:18,  1.51it/s, loss=0.725, pair=0.000, adv=3.797, sprd=0.025]
Ep 053/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:26,  1.45it/s, loss=0.725, pair=0.000, adv=3.797, sprd=0.025]
Ep 053/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:26,  1.45it/s, loss=0.744, pair=0.003, adv=3.878, sprd=0.029]
Ep 053/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:18,  1.51it/s, loss=0.744, pair=0.003, adv=3.878, sprd=0.029]
Ep 053/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:18,  1.51it/s, loss=0.709, pair=0.001, adv=3.556, sprd=0.019]
Ep 053/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:28,  1.43it/s, loss=0.709, pair=0.001, adv=3.556, sprd=0.019]
Ep 053/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:28,  1.43it/s, loss=0.720, pair=0.002, adv=4.046, sprd=0.020]
Ep 053/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:19,  1.49it/s, loss=0.720, pair=0.002, adv=4.046, sprd=0.020]
Ep 053/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.713, pair=0.000, adv=3.818, sprd=0.021]
Ep 053/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.43it/s, loss=0.713, pair=0.000, adv=3.818, sprd=0.021]
Ep 053/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.43it/s, loss=0.704, pair=0.001, adv=3.506, sprd=0.017]
Ep 053/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:15,  1.51it/s, loss=0.704, pair=0.001, adv=3.506, sprd=0.017]
Ep 053/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:15,  1.51it/s, loss=0.736, pair=0.004, adv=3.531, sprd=0.027]
Ep 053/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.736, pair=0.004, adv=3.531, sprd=0.027]
Ep 053/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.704, pair=0.001, adv=3.758, sprd=0.018]
Ep 053/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:12,  1.52it/s, loss=0.704, pair=0.001, adv=3.758, sprd=0.018]
Ep 053/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:12,  1.52it/s, loss=0.735, pair=0.009, adv=3.842, sprd=0.025]
Ep 053/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:24,  1.43it/s, loss=0.735, pair=0.009, adv=3.842, sprd=0.025]
Ep 053/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:24,  1.43it/s, loss=0.710, pair=0.001, adv=4.156, sprd=0.020]
Ep 053/60 [S3:+sens]:  13%|▍  | 42/333 [00:28<03:12,  1.51it/s, loss=0.710, pair=0.001, adv=4.156, sprd=0.020]
Ep 053/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:12,  1.51it/s, loss=0.744, pair=0.001, adv=3.787, sprd=0.026]
Ep 053/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:23,  1.42it/s, loss=0.744, pair=0.001, adv=3.787, sprd=0.026]
Ep 053/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.722, pair=0.000, adv=3.667, sprd=0.022]
Ep 053/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:14,  1.48it/s, loss=0.722, pair=0.000, adv=3.667, sprd=0.022]
Ep 053/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:14,  1.48it/s, loss=0.711, pair=0.001, adv=3.670, sprd=0.017]
Ep 053/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.711, pair=0.001, adv=3.670, sprd=0.017]
Ep 053/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.716, pair=0.001, adv=4.189, sprd=0.021]
Ep 053/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.716, pair=0.001, adv=4.189, sprd=0.021]
Ep 053/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.754, pair=0.003, adv=3.923, sprd=0.030]
Ep 053/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:19,  1.43it/s, loss=0.754, pair=0.003, adv=3.923, sprd=0.030]
Ep 053/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:19,  1.43it/s, loss=0.721, pair=0.001, adv=3.407, sprd=0.022]
Ep 053/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.50it/s, loss=0.721, pair=0.001, adv=3.407, sprd=0.022]
Ep 053/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.50it/s, loss=0.713, pair=0.003, adv=3.450, sprd=0.020]
Ep 053/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:16,  1.44it/s, loss=0.713, pair=0.003, adv=3.450, sprd=0.020]
Ep 053/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:16,  1.44it/s, loss=0.704, pair=0.001, adv=3.585, sprd=0.018]
Ep 053/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:06,  1.52it/s, loss=0.704, pair=0.001, adv=3.585, sprd=0.018]
Ep 053/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:06,  1.52it/s, loss=0.808, pair=0.001, adv=3.869, sprd=0.024]
Ep 053/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.808, pair=0.001, adv=3.869, sprd=0.024]
Ep 053/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.729, pair=0.000, adv=3.949, sprd=0.025]
Ep 053/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:06,  1.51it/s, loss=0.729, pair=0.000, adv=3.949, sprd=0.025]
Ep 053/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:06,  1.51it/s, loss=0.811, pair=0.000, adv=3.706, sprd=0.028]
Ep 053/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:13,  1.44it/s, loss=0.811, pair=0.000, adv=3.706, sprd=0.028]
Ep 053/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:13,  1.44it/s, loss=0.711, pair=0.000, adv=3.923, sprd=0.021]
Ep 053/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:03,  1.52it/s, loss=0.711, pair=0.000, adv=3.923, sprd=0.021]
Ep 053/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:03,  1.52it/s, loss=0.737, pair=0.002, adv=3.959, sprd=0.024]
Ep 053/60 [S3:+sens]:  17%|▍  | 55/333 [00:37<03:15,  1.42it/s, loss=0.737, pair=0.002, adv=3.959, sprd=0.024]
Ep 053/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:15,  1.42it/s, loss=0.733, pair=0.000, adv=3.820, sprd=0.024]
Ep 053/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:07,  1.48it/s, loss=0.733, pair=0.000, adv=3.820, sprd=0.024]
Ep 053/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:07,  1.48it/s, loss=0.744, pair=0.000, adv=3.923, sprd=0.029]
Ep 053/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:15,  1.41it/s, loss=0.744, pair=0.000, adv=3.923, sprd=0.029]
Ep 053/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:15,  1.41it/s, loss=0.744, pair=0.003, adv=3.611, sprd=0.028]
Ep 053/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:09,  1.45it/s, loss=0.744, pair=0.003, adv=3.611, sprd=0.028]
Ep 053/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:09,  1.45it/s, loss=0.714, pair=0.003, adv=3.832, sprd=0.016]
Ep 053/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:19,  1.38it/s, loss=0.714, pair=0.003, adv=3.832, sprd=0.016]
Ep 053/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:19,  1.38it/s, loss=0.715, pair=0.000, adv=3.579, sprd=0.022]
Ep 053/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.46it/s, loss=0.715, pair=0.000, adv=3.579, sprd=0.022]
Ep 053/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.46it/s, loss=0.706, pair=0.000, adv=3.763, sprd=0.016]
Ep 053/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.42it/s, loss=0.706, pair=0.000, adv=3.763, sprd=0.016]
Ep 053/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.42it/s, loss=0.696, pair=0.000, adv=3.932, sprd=0.016]
Ep 053/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:01,  1.49it/s, loss=0.696, pair=0.000, adv=3.932, sprd=0.016]
Ep 053/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:01,  1.49it/s, loss=0.720, pair=0.000, adv=3.724, sprd=0.018]
Ep 053/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:17,  1.37it/s, loss=0.720, pair=0.000, adv=3.724, sprd=0.018]
Ep 053/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:17,  1.37it/s, loss=0.714, pair=0.000, adv=3.649, sprd=0.022]
Ep 053/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:05,  1.45it/s, loss=0.714, pair=0.000, adv=3.649, sprd=0.022]
Ep 053/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:05,  1.45it/s, loss=0.708, pair=0.002, adv=3.800, sprd=0.018]
Ep 053/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:05,  1.44it/s, loss=0.708, pair=0.002, adv=3.800, sprd=0.018]
Ep 053/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:05,  1.44it/s, loss=0.738, pair=0.003, adv=3.929, sprd=0.025]
Ep 053/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.738, pair=0.003, adv=3.929, sprd=0.025]
Ep 053/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.731, pair=0.000, adv=3.779, sprd=0.022]
Ep 053/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:12,  1.39it/s, loss=0.731, pair=0.000, adv=3.779, sprd=0.022]
Ep 053/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:12,  1.39it/s, loss=0.715, pair=0.011, adv=4.391, sprd=0.022]
Ep 053/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:59,  1.47it/s, loss=0.715, pair=0.011, adv=4.391, sprd=0.022]
Ep 053/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:59,  1.47it/s, loss=0.722, pair=0.001, adv=3.929, sprd=0.023]
Ep 053/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.41it/s, loss=0.722, pair=0.001, adv=3.929, sprd=0.023]
Ep 053/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.41it/s, loss=0.706, pair=0.002, adv=3.880, sprd=0.021]
Ep 053/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:57,  1.48it/s, loss=0.706, pair=0.002, adv=3.880, sprd=0.021]
Ep 053/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:57,  1.48it/s, loss=0.729, pair=0.000, adv=3.975, sprd=0.024]
Ep 053/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:02,  1.43it/s, loss=0.729, pair=0.000, adv=3.975, sprd=0.024]
Ep 053/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:02,  1.43it/s, loss=0.722, pair=0.002, adv=3.800, sprd=0.022]
Ep 053/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:51,  1.52it/s, loss=0.722, pair=0.002, adv=3.800, sprd=0.022]
Ep 053/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:51,  1.52it/s, loss=0.713, pair=0.003, adv=4.076, sprd=0.018]
Ep 053/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:57,  1.46it/s, loss=0.713, pair=0.003, adv=4.076, sprd=0.018]
Ep 053/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:57,  1.46it/s, loss=0.739, pair=0.001, adv=3.626, sprd=0.026]
Ep 053/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:52,  1.51it/s, loss=0.739, pair=0.001, adv=3.626, sprd=0.026]
Ep 053/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.51it/s, loss=0.718, pair=0.005, adv=3.873, sprd=0.024]
Ep 053/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:59,  1.44it/s, loss=0.718, pair=0.005, adv=3.873, sprd=0.024]
Ep 053/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.710, pair=0.002, adv=3.325, sprd=0.021]
Ep 053/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:49,  1.51it/s, loss=0.710, pair=0.002, adv=3.325, sprd=0.021]
Ep 053/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:49,  1.51it/s, loss=0.726, pair=0.001, adv=3.638, sprd=0.023]
Ep 053/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.726, pair=0.001, adv=3.638, sprd=0.023]
Ep 053/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.713, pair=0.003, adv=3.633, sprd=0.019]
Ep 053/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:49,  1.50it/s, loss=0.713, pair=0.003, adv=3.633, sprd=0.019]
Ep 053/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.718, pair=0.002, adv=4.011, sprd=0.023]
Ep 053/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.42it/s, loss=0.718, pair=0.002, adv=4.011, sprd=0.023]
Ep 053/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:58,  1.42it/s, loss=0.717, pair=0.002, adv=3.869, sprd=0.021]
Ep 053/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.717, pair=0.002, adv=3.869, sprd=0.021]
Ep 053/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.726, pair=0.001, adv=3.779, sprd=0.022]
Ep 053/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:57,  1.42it/s, loss=0.726, pair=0.001, adv=3.779, sprd=0.022]
Ep 053/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.720, pair=0.003, adv=3.941, sprd=0.022]
Ep 053/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:50,  1.47it/s, loss=0.720, pair=0.003, adv=3.941, sprd=0.022]
Ep 053/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:50,  1.47it/s, loss=0.738, pair=0.007, adv=3.981, sprd=0.025]
Ep 053/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.738, pair=0.007, adv=3.981, sprd=0.025]
Ep 053/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.784, pair=0.008, adv=3.764, sprd=0.036]
Ep 053/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.48it/s, loss=0.784, pair=0.008, adv=3.764, sprd=0.036]
Ep 053/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.48it/s, loss=0.793, pair=0.006, adv=3.979, sprd=0.024]
Ep 053/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:51,  1.45it/s, loss=0.793, pair=0.006, adv=3.979, sprd=0.024]
Ep 053/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:51,  1.45it/s, loss=0.719, pair=0.005, adv=3.612, sprd=0.021]
Ep 053/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.719, pair=0.005, adv=3.612, sprd=0.021]
Ep 053/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.729, pair=0.001, adv=4.071, sprd=0.022]
Ep 053/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:51,  1.44it/s, loss=0.729, pair=0.001, adv=4.071, sprd=0.022]
Ep 053/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:51,  1.44it/s, loss=0.709, pair=0.005, adv=3.888, sprd=0.021]
Ep 053/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.709, pair=0.005, adv=3.888, sprd=0.021]
Ep 053/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.742, pair=0.001, adv=3.992, sprd=0.027]
Ep 053/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.42it/s, loss=0.742, pair=0.001, adv=3.992, sprd=0.027]
Ep 053/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.42it/s, loss=0.762, pair=0.004, adv=3.626, sprd=0.028]
Ep 053/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:45,  1.46it/s, loss=0.762, pair=0.004, adv=3.626, sprd=0.028]
Ep 053/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:45,  1.46it/s, loss=0.739, pair=0.001, adv=3.954, sprd=0.024]
Ep 053/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:50,  1.42it/s, loss=0.739, pair=0.001, adv=3.954, sprd=0.024]
Ep 053/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:50,  1.42it/s, loss=0.724, pair=0.006, adv=3.787, sprd=0.023]
Ep 053/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:41,  1.49it/s, loss=0.724, pair=0.006, adv=3.787, sprd=0.023]
Ep 053/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:41,  1.49it/s, loss=0.732, pair=0.005, adv=3.743, sprd=0.023]
Ep 053/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:52,  1.39it/s, loss=0.732, pair=0.005, adv=3.743, sprd=0.023]
Ep 053/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:52,  1.39it/s, loss=0.729, pair=0.002, adv=3.596, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:42,  1.47it/s, loss=0.729, pair=0.002, adv=3.596, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.696, pair=0.000, adv=3.910, sprd=0.017]
Ep 053/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.696, pair=0.000, adv=3.910, sprd=0.017]
Ep 053/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.732, pair=0.002, adv=4.010, sprd=0.025]
Ep 053/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.49it/s, loss=0.732, pair=0.002, adv=4.010, sprd=0.025]
Ep 053/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.49it/s, loss=0.709, pair=0.000, adv=3.959, sprd=0.016]
Ep 053/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:44,  1.43it/s, loss=0.709, pair=0.000, adv=3.959, sprd=0.016]
Ep 053/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.43it/s, loss=0.703, pair=0.006, adv=3.725, sprd=0.020]
Ep 053/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.51it/s, loss=0.703, pair=0.006, adv=3.725, sprd=0.020]
Ep 053/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.51it/s, loss=0.727, pair=0.001, adv=3.796, sprd=0.023]
Ep 053/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:42,  1.44it/s, loss=0.727, pair=0.001, adv=3.796, sprd=0.023]
Ep 053/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:42,  1.44it/s, loss=0.716, pair=0.004, adv=3.810, sprd=0.019]
Ep 053/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:34,  1.50it/s, loss=0.716, pair=0.004, adv=3.810, sprd=0.019]
Ep 053/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.50it/s, loss=0.735, pair=0.004, adv=4.183, sprd=0.026]
Ep 053/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:41,  1.44it/s, loss=0.735, pair=0.004, adv=4.183, sprd=0.026]
Ep 053/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:41,  1.44it/s, loss=0.740, pair=0.006, adv=4.279, sprd=0.025]
Ep 053/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:35,  1.49it/s, loss=0.740, pair=0.006, adv=4.279, sprd=0.025]
Ep 053/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:35,  1.49it/s, loss=0.735, pair=0.002, adv=3.679, sprd=0.028]
Ep 053/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:40,  1.43it/s, loss=0.735, pair=0.002, adv=3.679, sprd=0.028]
Ep 053/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.721, pair=0.000, adv=3.729, sprd=0.022]
Ep 053/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.721, pair=0.000, adv=3.729, sprd=0.022]
Ep 053/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.50it/s, loss=0.732, pair=0.005, adv=4.243, sprd=0.022]
Ep 053/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:44,  1.38it/s, loss=0.732, pair=0.005, adv=4.243, sprd=0.022]
Ep 053/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:44,  1.38it/s, loss=0.715, pair=0.006, adv=3.786, sprd=0.020]
Ep 053/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:35,  1.46it/s, loss=0.715, pair=0.006, adv=3.786, sprd=0.020]
Ep 053/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:35,  1.46it/s, loss=0.722, pair=0.001, adv=3.739, sprd=0.023]
Ep 053/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:38,  1.43it/s, loss=0.722, pair=0.001, adv=3.739, sprd=0.023]
Ep 053/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.43it/s, loss=0.729, pair=0.003, adv=3.673, sprd=0.022]
Ep 053/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.52it/s, loss=0.729, pair=0.003, adv=3.673, sprd=0.022]
Ep 053/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:27,  1.52it/s, loss=0.737, pair=0.000, adv=3.916, sprd=0.027]
Ep 053/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:36,  1.43it/s, loss=0.737, pair=0.000, adv=3.916, sprd=0.027]
Ep 053/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:36,  1.43it/s, loss=0.707, pair=0.000, adv=3.709, sprd=0.020]
Ep 053/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:29,  1.49it/s, loss=0.707, pair=0.000, adv=3.709, sprd=0.020]
Ep 053/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:29,  1.49it/s, loss=0.731, pair=0.000, adv=3.857, sprd=0.023]
Ep 053/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:37,  1.41it/s, loss=0.731, pair=0.000, adv=3.857, sprd=0.023]
Ep 053/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:37,  1.41it/s, loss=0.710, pair=0.001, adv=4.209, sprd=0.019]
Ep 053/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.48it/s, loss=0.710, pair=0.001, adv=4.209, sprd=0.019]
Ep 053/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.48it/s, loss=0.717, pair=0.006, adv=4.051, sprd=0.021]
Ep 053/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:34,  1.43it/s, loss=0.717, pair=0.006, adv=4.051, sprd=0.021]
Ep 053/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.723, pair=0.003, adv=3.662, sprd=0.023]
Ep 053/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:27,  1.49it/s, loss=0.723, pair=0.003, adv=3.662, sprd=0.023]
Ep 053/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:27,  1.49it/s, loss=0.695, pair=0.001, adv=3.656, sprd=0.018]
Ep 053/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:30,  1.45it/s, loss=0.695, pair=0.001, adv=3.656, sprd=0.018]
Ep 053/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:30,  1.45it/s, loss=0.756, pair=0.000, adv=3.792, sprd=0.030]
Ep 053/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:25,  1.49it/s, loss=0.756, pair=0.000, adv=3.792, sprd=0.030]
Ep 053/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.49it/s, loss=0.706, pair=0.000, adv=3.926, sprd=0.019]
Ep 053/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:32,  1.42it/s, loss=0.706, pair=0.000, adv=3.926, sprd=0.019]
Ep 053/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:32,  1.42it/s, loss=0.741, pair=0.002, adv=3.776, sprd=0.026]
Ep 053/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.741, pair=0.002, adv=3.776, sprd=0.026]
Ep 053/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.49it/s, loss=0.758, pair=0.002, adv=4.116, sprd=0.029]
Ep 053/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:36,  1.37it/s, loss=0.758, pair=0.002, adv=4.116, sprd=0.029]
Ep 053/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:36,  1.37it/s, loss=0.720, pair=0.000, adv=3.886, sprd=0.022]
Ep 053/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:26,  1.46it/s, loss=0.720, pair=0.000, adv=3.886, sprd=0.022]
Ep 053/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:26,  1.46it/s, loss=0.717, pair=0.003, adv=4.103, sprd=0.021]
Ep 053/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.717, pair=0.003, adv=4.103, sprd=0.021]
Ep 053/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.700, pair=0.000, adv=3.702, sprd=0.017]
Ep 053/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:21,  1.49it/s, loss=0.700, pair=0.000, adv=3.702, sprd=0.017]
Ep 053/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.744, pair=0.000, adv=3.746, sprd=0.027]
Ep 053/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.43it/s, loss=0.744, pair=0.000, adv=3.746, sprd=0.027]
Ep 053/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.716, pair=0.000, adv=3.924, sprd=0.023]
Ep 053/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.48it/s, loss=0.716, pair=0.000, adv=3.924, sprd=0.023]
Ep 053/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:20,  1.48it/s, loss=0.747, pair=0.007, adv=4.150, sprd=0.027]
Ep 053/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:28,  1.40it/s, loss=0.747, pair=0.007, adv=4.150, sprd=0.027]
Ep 053/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:28,  1.40it/s, loss=0.706, pair=0.001, adv=3.509, sprd=0.017]
Ep 053/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:18,  1.49it/s, loss=0.706, pair=0.001, adv=3.509, sprd=0.017]
Ep 053/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.710, pair=0.001, adv=3.778, sprd=0.021]
Ep 053/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.710, pair=0.001, adv=3.778, sprd=0.021]
Ep 053/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.733, pair=0.000, adv=3.580, sprd=0.024]
Ep 053/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.52it/s, loss=0.733, pair=0.000, adv=3.580, sprd=0.024]
Ep 053/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.52it/s, loss=0.819, pair=0.004, adv=4.068, sprd=0.029]
Ep 053/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.819, pair=0.004, adv=4.068, sprd=0.029]
Ep 053/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.737, pair=0.000, adv=4.085, sprd=0.025]
Ep 053/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.47it/s, loss=0.737, pair=0.000, adv=4.085, sprd=0.025]
Ep 053/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:17,  1.47it/s, loss=0.728, pair=0.001, adv=3.810, sprd=0.027]
Ep 053/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.728, pair=0.001, adv=3.810, sprd=0.027]
Ep 053/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.721, pair=0.002, adv=4.069, sprd=0.024]
Ep 053/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:16,  1.47it/s, loss=0.721, pair=0.002, adv=4.069, sprd=0.024]
Ep 053/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:16,  1.47it/s, loss=0.736, pair=0.000, adv=4.069, sprd=0.027]
Ep 053/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.736, pair=0.000, adv=4.069, sprd=0.027]
Ep 053/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:19,  1.43it/s, loss=0.720, pair=0.002, adv=4.034, sprd=0.022]
Ep 053/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.720, pair=0.002, adv=4.034, sprd=0.022]
Ep 053/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.728, pair=0.000, adv=3.938, sprd=0.025]
Ep 053/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:15,  1.46it/s, loss=0.728, pair=0.000, adv=3.938, sprd=0.025]
Ep 053/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:15,  1.46it/s, loss=0.727, pair=0.000, adv=3.633, sprd=0.024]
Ep 053/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:10,  1.51it/s, loss=0.727, pair=0.000, adv=3.633, sprd=0.024]
Ep 053/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:10,  1.51it/s, loss=0.733, pair=0.001, adv=3.581, sprd=0.025]
Ep 053/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.42it/s, loss=0.733, pair=0.001, adv=3.581, sprd=0.025]
Ep 053/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.42it/s, loss=0.733, pair=0.003, adv=4.192, sprd=0.026]
Ep 053/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:11,  1.48it/s, loss=0.733, pair=0.003, adv=4.192, sprd=0.026]
Ep 053/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:11,  1.48it/s, loss=0.716, pair=0.000, adv=3.986, sprd=0.020]
Ep 053/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:15,  1.43it/s, loss=0.716, pair=0.000, adv=3.986, sprd=0.020]
Ep 053/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.712, pair=0.000, adv=3.761, sprd=0.021]
Ep 053/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.712, pair=0.000, adv=3.761, sprd=0.021]
Ep 053/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.721, pair=0.000, adv=3.886, sprd=0.025]
Ep 053/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.43it/s, loss=0.721, pair=0.000, adv=3.886, sprd=0.025]
Ep 053/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.43it/s, loss=0.729, pair=0.000, adv=3.889, sprd=0.025]
Ep 053/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:06,  1.50it/s, loss=0.729, pair=0.000, adv=3.889, sprd=0.025]
Ep 053/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:06,  1.50it/s, loss=0.709, pair=0.001, adv=3.877, sprd=0.020]
Ep 053/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.45it/s, loss=0.709, pair=0.001, adv=3.877, sprd=0.020]
Ep 053/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:11,  1.45it/s, loss=0.738, pair=0.001, adv=3.755, sprd=0.027]
Ep 053/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.51it/s, loss=0.738, pair=0.001, adv=3.755, sprd=0.027]
Ep 053/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.51it/s, loss=0.726, pair=0.000, adv=4.081, sprd=0.023]
Ep 053/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:09,  1.45it/s, loss=0.726, pair=0.000, adv=4.081, sprd=0.023]
Ep 053/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:09,  1.45it/s, loss=0.706, pair=0.012, adv=3.845, sprd=0.019]
Ep 053/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:00,  1.55it/s, loss=0.706, pair=0.012, adv=3.845, sprd=0.019]
Ep 053/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:00,  1.55it/s, loss=0.708, pair=0.000, adv=3.915, sprd=0.020]
Ep 053/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:05,  1.49it/s, loss=0.708, pair=0.000, adv=3.915, sprd=0.020]
Ep 053/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:05,  1.49it/s, loss=0.716, pair=0.001, adv=3.742, sprd=0.021]
Ep 053/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<01:58,  1.56it/s, loss=0.716, pair=0.001, adv=3.742, sprd=0.021]
Ep 053/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<01:58,  1.56it/s, loss=0.752, pair=0.000, adv=3.921, sprd=0.028]
Ep 053/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.46it/s, loss=0.752, pair=0.000, adv=3.921, sprd=0.028]
Ep 053/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:06,  1.46it/s, loss=0.749, pair=0.003, adv=3.710, sprd=0.031]
Ep 053/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.749, pair=0.003, adv=3.710, sprd=0.031]
Ep 053/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.739, pair=0.001, adv=3.765, sprd=0.028]
Ep 053/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:07,  1.43it/s, loss=0.739, pair=0.001, adv=3.765, sprd=0.028]
Ep 053/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:07,  1.43it/s, loss=0.734, pair=0.017, adv=3.806, sprd=0.024]
Ep 053/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.734, pair=0.017, adv=3.806, sprd=0.024]
Ep 053/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.718, pair=0.006, adv=3.924, sprd=0.022]
Ep 053/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.45it/s, loss=0.718, pair=0.006, adv=3.924, sprd=0.022]
Ep 053/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.45it/s, loss=0.722, pair=0.005, adv=3.603, sprd=0.025]
Ep 053/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:00,  1.49it/s, loss=0.722, pair=0.005, adv=3.603, sprd=0.025]
Ep 053/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.722, pair=0.006, adv=3.954, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:03,  1.44it/s, loss=0.722, pair=0.006, adv=3.954, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.719, pair=0.002, adv=3.980, sprd=0.023]
Ep 053/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.719, pair=0.002, adv=3.980, sprd=0.023]
Ep 053/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.733, pair=0.003, adv=3.751, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:07,  1.38it/s, loss=0.733, pair=0.003, adv=3.751, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:07,  1.38it/s, loss=0.725, pair=0.005, adv=3.787, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.47it/s, loss=0.725, pair=0.005, adv=3.787, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.47it/s, loss=0.713, pair=0.007, adv=4.017, sprd=0.020]
Ep 053/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.713, pair=0.007, adv=4.017, sprd=0.020]
Ep 053/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.732, pair=0.000, adv=3.605, sprd=0.026]
Ep 053/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:57,  1.47it/s, loss=0.732, pair=0.000, adv=3.605, sprd=0.026]
Ep 053/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.814, pair=0.007, adv=3.735, sprd=0.029]
Ep 053/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.41it/s, loss=0.814, pair=0.007, adv=3.735, sprd=0.029]
Ep 053/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.41it/s, loss=0.752, pair=0.001, adv=4.010, sprd=0.030]
Ep 053/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:57,  1.46it/s, loss=0.752, pair=0.001, adv=4.010, sprd=0.030]
Ep 053/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:57,  1.46it/s, loss=0.732, pair=0.005, adv=3.595, sprd=0.026]
Ep 053/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.732, pair=0.005, adv=3.595, sprd=0.026]
Ep 053/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.723, pair=0.001, adv=3.747, sprd=0.023]
Ep 053/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:53,  1.49it/s, loss=0.723, pair=0.001, adv=3.747, sprd=0.023]
Ep 053/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.720, pair=0.006, adv=4.224, sprd=0.022]
Ep 053/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:57,  1.43it/s, loss=0.720, pair=0.006, adv=4.224, sprd=0.022]
Ep 053/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:57,  1.43it/s, loss=0.710, pair=0.002, adv=3.873, sprd=0.019]
Ep 053/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.710, pair=0.002, adv=3.873, sprd=0.019]
Ep 053/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.740, pair=0.004, adv=4.043, sprd=0.026]
Ep 053/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:55,  1.43it/s, loss=0.740, pair=0.004, adv=4.043, sprd=0.026]
Ep 053/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:55,  1.43it/s, loss=0.761, pair=0.027, adv=3.844, sprd=0.028]
Ep 053/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.48it/s, loss=0.761, pair=0.027, adv=3.844, sprd=0.028]
Ep 053/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.48it/s, loss=0.722, pair=0.004, adv=3.900, sprd=0.024]
Ep 053/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.722, pair=0.004, adv=3.900, sprd=0.024]
Ep 053/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.739, pair=0.006, adv=3.933, sprd=0.026]
Ep 053/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.50it/s, loss=0.739, pair=0.006, adv=3.933, sprd=0.026]
Ep 053/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.729, pair=0.013, adv=4.169, sprd=0.023]
Ep 053/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.43it/s, loss=0.729, pair=0.013, adv=4.169, sprd=0.023]
Ep 053/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.730, pair=0.005, adv=3.950, sprd=0.022]
Ep 053/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:49,  1.48it/s, loss=0.730, pair=0.005, adv=3.950, sprd=0.022]
Ep 053/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:49,  1.48it/s, loss=0.730, pair=0.010, adv=3.630, sprd=0.023]
Ep 053/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:54,  1.40it/s, loss=0.730, pair=0.010, adv=3.630, sprd=0.023]
Ep 053/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:54,  1.40it/s, loss=0.732, pair=0.002, adv=3.931, sprd=0.024]
Ep 053/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:48,  1.46it/s, loss=0.732, pair=0.002, adv=3.931, sprd=0.024]
Ep 053/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:48,  1.46it/s, loss=0.737, pair=0.003, adv=4.233, sprd=0.027]
Ep 053/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.41it/s, loss=0.737, pair=0.003, adv=4.233, sprd=0.027]
Ep 053/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.41it/s, loss=0.723, pair=0.003, adv=3.874, sprd=0.023]
Ep 053/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:46,  1.48it/s, loss=0.723, pair=0.003, adv=3.874, sprd=0.023]
Ep 053/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.737, pair=0.001, adv=3.691, sprd=0.024]
Ep 053/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:53,  1.38it/s, loss=0.737, pair=0.001, adv=3.691, sprd=0.024]
Ep 053/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:53,  1.38it/s, loss=0.714, pair=0.005, adv=4.136, sprd=0.021]
Ep 053/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:46,  1.46it/s, loss=0.714, pair=0.005, adv=4.136, sprd=0.021]
Ep 053/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:46,  1.46it/s, loss=0.795, pair=0.007, adv=3.874, sprd=0.022]
Ep 053/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:50,  1.39it/s, loss=0.795, pair=0.007, adv=3.874, sprd=0.022]
Ep 053/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:50,  1.39it/s, loss=0.719, pair=0.002, adv=3.782, sprd=0.020]
Ep 053/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:43,  1.48it/s, loss=0.719, pair=0.002, adv=3.782, sprd=0.020]
Ep 053/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.720, pair=0.007, adv=3.724, sprd=0.022]
Ep 053/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.42it/s, loss=0.720, pair=0.007, adv=3.724, sprd=0.022]
Ep 053/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.42it/s, loss=0.741, pair=0.004, adv=3.723, sprd=0.027]
Ep 053/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.741, pair=0.004, adv=3.723, sprd=0.027]
Ep 053/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.712, pair=0.002, adv=3.924, sprd=0.020]
Ep 053/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:45,  1.43it/s, loss=0.712, pair=0.002, adv=3.924, sprd=0.020]
Ep 053/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.43it/s, loss=0.733, pair=0.014, adv=3.725, sprd=0.025]
Ep 053/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.50it/s, loss=0.733, pair=0.014, adv=3.725, sprd=0.025]
Ep 053/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.50it/s, loss=0.734, pair=0.006, adv=4.210, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.734, pair=0.006, adv=4.210, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.724, pair=0.005, adv=3.852, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:37,  1.50it/s, loss=0.724, pair=0.005, adv=3.852, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.50it/s, loss=0.728, pair=0.005, adv=3.843, sprd=0.025]
Ep 053/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:39,  1.47it/s, loss=0.728, pair=0.005, adv=3.843, sprd=0.025]
Ep 053/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:39,  1.47it/s, loss=0.722, pair=0.001, adv=3.824, sprd=0.023]
Ep 053/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:36,  1.51it/s, loss=0.722, pair=0.001, adv=3.824, sprd=0.023]
Ep 053/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:36,  1.51it/s, loss=0.723, pair=0.005, adv=3.800, sprd=0.023]
Ep 053/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:41,  1.42it/s, loss=0.723, pair=0.005, adv=3.800, sprd=0.023]
Ep 053/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.42it/s, loss=0.739, pair=0.007, adv=3.607, sprd=0.027]
Ep 053/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.48it/s, loss=0.739, pair=0.007, adv=3.607, sprd=0.027]
Ep 053/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.710, pair=0.003, adv=3.391, sprd=0.022]
Ep 053/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:36,  1.47it/s, loss=0.710, pair=0.003, adv=3.391, sprd=0.022]
Ep 053/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:36,  1.47it/s, loss=0.686, pair=0.002, adv=3.270, sprd=0.018]
Ep 053/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:30,  1.56it/s, loss=0.686, pair=0.002, adv=3.270, sprd=0.018]
Ep 053/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:30,  1.56it/s, loss=0.711, pair=0.003, adv=3.882, sprd=0.019]
Ep 053/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:34,  1.49it/s, loss=0.711, pair=0.003, adv=3.882, sprd=0.019]
Ep 053/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:34,  1.49it/s, loss=0.721, pair=0.002, adv=4.169, sprd=0.023]
Ep 053/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:30,  1.53it/s, loss=0.721, pair=0.002, adv=4.169, sprd=0.023]
Ep 053/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:30,  1.53it/s, loss=0.732, pair=0.001, adv=3.643, sprd=0.025]
Ep 053/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:36,  1.43it/s, loss=0.732, pair=0.001, adv=3.643, sprd=0.025]
Ep 053/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.729, pair=0.002, adv=3.665, sprd=0.026]
Ep 053/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:30,  1.52it/s, loss=0.729, pair=0.002, adv=3.665, sprd=0.026]
Ep 053/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:30,  1.52it/s, loss=0.707, pair=0.002, adv=3.810, sprd=0.019]
Ep 053/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.43it/s, loss=0.707, pair=0.002, adv=3.810, sprd=0.019]
Ep 053/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.43it/s, loss=0.718, pair=0.010, adv=3.909, sprd=0.022]
Ep 053/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:28,  1.52it/s, loss=0.718, pair=0.010, adv=3.909, sprd=0.022]
Ep 053/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.728, pair=0.009, adv=4.165, sprd=0.026]
Ep 053/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:32,  1.45it/s, loss=0.728, pair=0.009, adv=4.165, sprd=0.026]
Ep 053/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.45it/s, loss=0.726, pair=0.007, adv=3.698, sprd=0.025]
Ep 053/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.51it/s, loss=0.726, pair=0.007, adv=3.698, sprd=0.025]
Ep 053/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.51it/s, loss=0.723, pair=0.007, adv=3.587, sprd=0.022]
Ep 053/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.723, pair=0.007, adv=3.587, sprd=0.022]
Ep 053/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.723, pair=0.006, adv=4.024, sprd=0.021]
Ep 053/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.50it/s, loss=0.723, pair=0.006, adv=4.024, sprd=0.021]
Ep 053/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.729, pair=0.005, adv=3.985, sprd=0.025]
Ep 053/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:33,  1.39it/s, loss=0.729, pair=0.005, adv=3.985, sprd=0.025]
Ep 053/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:33,  1.39it/s, loss=0.736, pair=0.003, adv=4.419, sprd=0.026]
Ep 053/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:28,  1.46it/s, loss=0.736, pair=0.003, adv=4.419, sprd=0.026]
Ep 053/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:28,  1.46it/s, loss=0.721, pair=0.006, adv=3.810, sprd=0.020]
Ep 053/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:33,  1.37it/s, loss=0.721, pair=0.006, adv=3.810, sprd=0.020]
Ep 053/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:33,  1.37it/s, loss=0.719, pair=0.005, adv=3.789, sprd=0.022]
Ep 053/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:27,  1.45it/s, loss=0.719, pair=0.005, adv=3.789, sprd=0.022]
Ep 053/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:27,  1.45it/s, loss=0.722, pair=0.001, adv=3.667, sprd=0.021]
Ep 053/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:29,  1.41it/s, loss=0.722, pair=0.001, adv=3.667, sprd=0.021]
Ep 053/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:29,  1.41it/s, loss=0.721, pair=0.001, adv=4.052, sprd=0.025]
Ep 053/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.49it/s, loss=0.721, pair=0.001, adv=4.052, sprd=0.025]
Ep 053/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.49it/s, loss=0.706, pair=0.001, adv=3.810, sprd=0.019]
Ep 053/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.46it/s, loss=0.706, pair=0.001, adv=3.810, sprd=0.019]
Ep 053/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:24,  1.46it/s, loss=0.722, pair=0.007, adv=3.511, sprd=0.021]
Ep 053/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.50it/s, loss=0.722, pair=0.007, adv=3.511, sprd=0.021]
Ep 053/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.50it/s, loss=0.718, pair=0.005, adv=3.874, sprd=0.021]
Ep 053/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.45it/s, loss=0.718, pair=0.005, adv=3.874, sprd=0.021]
Ep 053/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.45it/s, loss=0.749, pair=0.003, adv=4.082, sprd=0.027]
Ep 053/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.749, pair=0.003, adv=4.082, sprd=0.027]
Ep 053/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.803, pair=0.003, adv=3.644, sprd=0.024]
Ep 053/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.44it/s, loss=0.803, pair=0.003, adv=3.644, sprd=0.024]
Ep 053/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.44it/s, loss=0.713, pair=0.000, adv=4.103, sprd=0.019]
Ep 053/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:18,  1.52it/s, loss=0.713, pair=0.000, adv=4.103, sprd=0.019]
Ep 053/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.721, pair=0.000, adv=3.852, sprd=0.024]
Ep 053/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:21,  1.46it/s, loss=0.721, pair=0.000, adv=3.852, sprd=0.024]
Ep 053/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.46it/s, loss=0.730, pair=0.000, adv=3.989, sprd=0.024]
Ep 053/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.51it/s, loss=0.730, pair=0.000, adv=3.989, sprd=0.024]
Ep 053/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.51it/s, loss=0.727, pair=0.000, adv=3.837, sprd=0.022]
Ep 053/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.727, pair=0.000, adv=3.837, sprd=0.022]
Ep 053/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.707, pair=0.000, adv=3.861, sprd=0.019]
Ep 053/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.51it/s, loss=0.707, pair=0.000, adv=3.861, sprd=0.019]
Ep 053/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.731, pair=0.006, adv=3.622, sprd=0.022]
Ep 053/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:20,  1.42it/s, loss=0.731, pair=0.006, adv=3.622, sprd=0.022]
Ep 053/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:20,  1.42it/s, loss=0.707, pair=0.001, adv=3.880, sprd=0.019]
Ep 053/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.707, pair=0.001, adv=3.880, sprd=0.019]
Ep 053/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.732, pair=0.001, adv=4.238, sprd=0.024]
Ep 053/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.45it/s, loss=0.732, pair=0.001, adv=4.238, sprd=0.024]
Ep 053/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.746, pair=0.006, adv=3.861, sprd=0.030]
Ep 053/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.49it/s, loss=0.746, pair=0.006, adv=3.861, sprd=0.030]
Ep 053/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.49it/s, loss=0.731, pair=0.005, adv=4.012, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.731, pair=0.005, adv=4.012, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.722, pair=0.002, adv=3.846, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:13,  1.49it/s, loss=0.722, pair=0.002, adv=3.846, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.49it/s, loss=0.729, pair=0.005, adv=3.734, sprd=0.024]
Ep 053/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.42it/s, loss=0.729, pair=0.005, adv=3.734, sprd=0.024]
Ep 053/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.720, pair=0.006, adv=3.749, sprd=0.021]
Ep 053/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.720, pair=0.006, adv=3.749, sprd=0.021]
Ep 053/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.733, pair=0.000, adv=3.737, sprd=0.025]
Ep 053/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.44it/s, loss=0.733, pair=0.000, adv=3.737, sprd=0.025]
Ep 053/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.44it/s, loss=0.716, pair=0.001, adv=3.786, sprd=0.020]
Ep 053/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.50it/s, loss=0.716, pair=0.001, adv=3.786, sprd=0.020]
Ep 053/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.50it/s, loss=0.722, pair=0.006, adv=3.890, sprd=0.021]
Ep 053/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.44it/s, loss=0.722, pair=0.006, adv=3.890, sprd=0.021]
Ep 053/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.44it/s, loss=0.717, pair=0.001, adv=4.174, sprd=0.020]
Ep 053/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.51it/s, loss=0.717, pair=0.001, adv=4.174, sprd=0.020]
Ep 053/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.51it/s, loss=0.728, pair=0.000, adv=3.776, sprd=0.022]
Ep 053/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:10,  1.44it/s, loss=0.728, pair=0.000, adv=3.776, sprd=0.022]
Ep 053/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:10,  1.44it/s, loss=0.730, pair=0.000, adv=3.994, sprd=0.025]
Ep 053/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.50it/s, loss=0.730, pair=0.000, adv=3.994, sprd=0.025]
Ep 053/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.50it/s, loss=0.721, pair=0.000, adv=3.544, sprd=0.021]
Ep 053/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.44it/s, loss=0.721, pair=0.000, adv=3.544, sprd=0.021]
Ep 053/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.727, pair=0.000, adv=3.850, sprd=0.026]
Ep 053/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.51it/s, loss=0.727, pair=0.000, adv=3.850, sprd=0.026]
Ep 053/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.51it/s, loss=0.719, pair=0.001, adv=3.845, sprd=0.022]
Ep 053/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.46it/s, loss=0.719, pair=0.001, adv=3.845, sprd=0.022]
Ep 053/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.46it/s, loss=0.763, pair=0.008, adv=3.952, sprd=0.032]
Ep 053/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:04,  1.49it/s, loss=0.763, pair=0.008, adv=3.952, sprd=0.032]
Ep 053/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.49it/s, loss=0.712, pair=0.001, adv=3.902, sprd=0.019]
Ep 053/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.42it/s, loss=0.712, pair=0.001, adv=3.902, sprd=0.019]
Ep 053/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.709, pair=0.001, adv=3.740, sprd=0.020]
Ep 053/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.50it/s, loss=0.709, pair=0.001, adv=3.740, sprd=0.020]
Ep 053/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.741, pair=0.005, adv=4.050, sprd=0.026]
Ep 053/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.741, pair=0.005, adv=4.050, sprd=0.026]
Ep 053/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.729, pair=0.001, adv=3.561, sprd=0.021]
Ep 053/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:01,  1.51it/s, loss=0.729, pair=0.001, adv=3.561, sprd=0.021]
Ep 053/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.51it/s, loss=0.729, pair=0.004, adv=4.016, sprd=0.027]
Ep 053/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:03,  1.44it/s, loss=0.729, pair=0.004, adv=4.016, sprd=0.027]
Ep 053/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:03,  1.44it/s, loss=0.698, pair=0.000, adv=3.523, sprd=0.015]
Ep 053/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<00:59,  1.53it/s, loss=0.698, pair=0.000, adv=3.523, sprd=0.015]
Ep 053/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<00:59,  1.53it/s, loss=0.694, pair=0.001, adv=3.800, sprd=0.016]
Ep 053/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:01,  1.46it/s, loss=0.694, pair=0.001, adv=3.800, sprd=0.016]
Ep 053/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.46it/s, loss=0.704, pair=0.000, adv=3.603, sprd=0.016]
Ep 053/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.53it/s, loss=0.704, pair=0.000, adv=3.603, sprd=0.016]
Ep 053/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.53it/s, loss=0.727, pair=0.000, adv=3.746, sprd=0.024]
Ep 053/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<00:59,  1.47it/s, loss=0.727, pair=0.000, adv=3.746, sprd=0.024]
Ep 053/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<00:59,  1.47it/s, loss=0.735, pair=0.005, adv=3.592, sprd=0.028]
Ep 053/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.52it/s, loss=0.735, pair=0.005, adv=3.592, sprd=0.028]
Ep 053/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.52it/s, loss=0.728, pair=0.002, adv=3.987, sprd=0.025]
Ep 053/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<01:00,  1.43it/s, loss=0.728, pair=0.002, adv=3.987, sprd=0.025]
Ep 053/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.721, pair=0.001, adv=3.440, sprd=0.021]
Ep 053/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.721, pair=0.001, adv=3.440, sprd=0.021]
Ep 053/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.719, pair=0.001, adv=3.770, sprd=0.020]
Ep 053/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:58,  1.43it/s, loss=0.719, pair=0.001, adv=3.770, sprd=0.020]
Ep 053/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.43it/s, loss=0.750, pair=0.007, adv=3.882, sprd=0.026]
Ep 053/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:56,  1.47it/s, loss=0.750, pair=0.007, adv=3.882, sprd=0.026]
Ep 053/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.47it/s, loss=0.732, pair=0.000, adv=3.631, sprd=0.024]
Ep 053/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:59,  1.39it/s, loss=0.732, pair=0.000, adv=3.631, sprd=0.024]
Ep 053/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:59,  1.39it/s, loss=0.743, pair=0.006, adv=3.809, sprd=0.027]
Ep 053/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:55,  1.45it/s, loss=0.743, pair=0.006, adv=3.809, sprd=0.027]
Ep 053/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:55,  1.45it/s, loss=0.813, pair=0.002, adv=4.193, sprd=0.028]
Ep 053/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:56,  1.41it/s, loss=0.813, pair=0.002, adv=4.193, sprd=0.028]
Ep 053/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.726, pair=0.006, adv=4.164, sprd=0.026]
Ep 053/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.48it/s, loss=0.726, pair=0.006, adv=4.164, sprd=0.026]
Ep 053/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.48it/s, loss=0.728, pair=0.004, adv=3.660, sprd=0.024]
Ep 053/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.45it/s, loss=0.728, pair=0.004, adv=3.660, sprd=0.024]
Ep 053/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.721, pair=0.000, adv=4.052, sprd=0.024]
Ep 053/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.50it/s, loss=0.721, pair=0.000, adv=4.052, sprd=0.024]
Ep 053/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.727, pair=0.002, adv=4.122, sprd=0.022]
Ep 053/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.43it/s, loss=0.727, pair=0.002, adv=4.122, sprd=0.022]
Ep 053/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.43it/s, loss=0.728, pair=0.007, adv=3.679, sprd=0.023]
Ep 053/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.728, pair=0.007, adv=3.679, sprd=0.023]
Ep 053/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.753, pair=0.005, adv=3.772, sprd=0.031]
Ep 053/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:52,  1.41it/s, loss=0.753, pair=0.005, adv=3.772, sprd=0.031]
Ep 053/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.41it/s, loss=0.735, pair=0.001, adv=4.078, sprd=0.026]
Ep 053/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.49it/s, loss=0.735, pair=0.001, adv=4.078, sprd=0.026]
Ep 053/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.49it/s, loss=0.717, pair=0.003, adv=3.472, sprd=0.018]
Ep 053/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.46it/s, loss=0.717, pair=0.003, adv=3.472, sprd=0.018]
Ep 053/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.46it/s, loss=0.713, pair=0.001, adv=3.861, sprd=0.020]
Ep 053/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:46,  1.52it/s, loss=0.713, pair=0.001, adv=3.861, sprd=0.020]
Ep 053/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:46,  1.52it/s, loss=0.701, pair=0.003, adv=3.704, sprd=0.016]
Ep 053/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:46,  1.49it/s, loss=0.701, pair=0.003, adv=3.704, sprd=0.016]
Ep 053/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:46,  1.49it/s, loss=0.720, pair=0.002, adv=3.673, sprd=0.022]
Ep 053/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:44,  1.54it/s, loss=0.720, pair=0.002, adv=3.673, sprd=0.022]
Ep 053/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:44,  1.54it/s, loss=0.729, pair=0.000, adv=3.894, sprd=0.022]
Ep 053/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:47,  1.43it/s, loss=0.729, pair=0.000, adv=3.894, sprd=0.022]
Ep 053/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.43it/s, loss=0.736, pair=0.007, adv=3.826, sprd=0.024]
Ep 053/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.48it/s, loss=0.736, pair=0.007, adv=3.826, sprd=0.024]
Ep 053/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.731, pair=0.003, adv=4.104, sprd=0.027]
Ep 053/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.731, pair=0.003, adv=4.104, sprd=0.027]
Ep 053/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.748, pair=0.007, adv=3.819, sprd=0.028]
Ep 053/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:44,  1.46it/s, loss=0.748, pair=0.007, adv=3.819, sprd=0.028]
Ep 053/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.46it/s, loss=0.714, pair=0.000, adv=3.762, sprd=0.020]
Ep 053/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.714, pair=0.000, adv=3.762, sprd=0.020]
Ep 053/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.43it/s, loss=0.722, pair=0.000, adv=3.947, sprd=0.024]
Ep 053/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.722, pair=0.000, adv=3.947, sprd=0.024]
Ep 053/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.708, pair=0.003, adv=3.967, sprd=0.019]
Ep 053/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:43,  1.42it/s, loss=0.708, pair=0.003, adv=3.967, sprd=0.019]
Ep 053/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.719, pair=0.000, adv=3.919, sprd=0.023]
Ep 053/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.49it/s, loss=0.719, pair=0.000, adv=3.919, sprd=0.023]
Ep 053/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.49it/s, loss=0.699, pair=0.000, adv=3.816, sprd=0.017]
Ep 053/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.699, pair=0.000, adv=3.816, sprd=0.017]
Ep 053/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.753, pair=0.005, adv=3.705, sprd=0.031]
Ep 053/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.48it/s, loss=0.753, pair=0.005, adv=3.705, sprd=0.031]
Ep 053/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.48it/s, loss=0.746, pair=0.001, adv=3.654, sprd=0.028]
Ep 053/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:41,  1.41it/s, loss=0.746, pair=0.001, adv=3.654, sprd=0.028]
Ep 053/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.705, pair=0.003, adv=3.813, sprd=0.020]
Ep 053/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:37,  1.51it/s, loss=0.705, pair=0.003, adv=3.813, sprd=0.020]
Ep 053/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:37,  1.51it/s, loss=0.808, pair=0.000, adv=3.728, sprd=0.027]
Ep 053/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:38,  1.45it/s, loss=0.808, pair=0.000, adv=3.728, sprd=0.027]
Ep 053/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.737, pair=0.004, adv=3.658, sprd=0.026]
Ep 053/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.49it/s, loss=0.737, pair=0.004, adv=3.658, sprd=0.026]
Ep 053/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.722, pair=0.000, adv=3.806, sprd=0.022]
Ep 053/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.722, pair=0.000, adv=3.806, sprd=0.022]
Ep 053/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.729, pair=0.000, adv=3.951, sprd=0.024]
Ep 053/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:35,  1.49it/s, loss=0.729, pair=0.000, adv=3.951, sprd=0.024]
Ep 053/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.49it/s, loss=0.731, pair=0.000, adv=3.835, sprd=0.023]
Ep 053/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:37,  1.39it/s, loss=0.731, pair=0.000, adv=3.835, sprd=0.023]
Ep 053/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.39it/s, loss=0.719, pair=0.003, adv=3.618, sprd=0.022]
Ep 053/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.47it/s, loss=0.719, pair=0.003, adv=3.618, sprd=0.022]
Ep 053/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.47it/s, loss=0.732, pair=0.015, adv=3.998, sprd=0.022]
Ep 053/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.41it/s, loss=0.732, pair=0.015, adv=3.998, sprd=0.022]
Ep 053/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.41it/s, loss=0.701, pair=0.022, adv=3.933, sprd=0.017]
Ep 053/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.51it/s, loss=0.701, pair=0.022, adv=3.933, sprd=0.017]
Ep 053/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.51it/s, loss=0.731, pair=0.007, adv=3.832, sprd=0.023]
Ep 053/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.41it/s, loss=0.731, pair=0.007, adv=3.832, sprd=0.023]
Ep 053/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.41it/s, loss=0.721, pair=0.000, adv=3.811, sprd=0.023]
Ep 053/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.721, pair=0.000, adv=3.811, sprd=0.023]
Ep 053/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.742, pair=0.001, adv=3.822, sprd=0.028]
Ep 053/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.41it/s, loss=0.742, pair=0.001, adv=3.822, sprd=0.028]
Ep 053/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.41it/s, loss=0.709, pair=0.000, adv=3.765, sprd=0.021]
Ep 053/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.49it/s, loss=0.709, pair=0.000, adv=3.765, sprd=0.021]
Ep 053/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.763, pair=0.002, adv=3.733, sprd=0.031]
Ep 053/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:32,  1.37it/s, loss=0.763, pair=0.002, adv=3.733, sprd=0.031]
Ep 053/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:32,  1.37it/s, loss=0.705, pair=0.003, adv=3.983, sprd=0.017]
Ep 053/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:29,  1.47it/s, loss=0.705, pair=0.003, adv=3.983, sprd=0.017]
Ep 053/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.47it/s, loss=0.740, pair=0.015, adv=3.943, sprd=0.024]
Ep 053/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.38it/s, loss=0.740, pair=0.015, adv=3.943, sprd=0.024]
Ep 053/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.38it/s, loss=0.728, pair=0.030, adv=3.906, sprd=0.021]
Ep 053/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:28,  1.46it/s, loss=0.728, pair=0.030, adv=3.906, sprd=0.021]
Ep 053/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.46it/s, loss=0.707, pair=0.000, adv=3.913, sprd=0.020]
Ep 053/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.44it/s, loss=0.707, pair=0.000, adv=3.913, sprd=0.020]
Ep 053/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.44it/s, loss=0.735, pair=0.000, adv=3.948, sprd=0.027]
Ep 053/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:26,  1.50it/s, loss=0.735, pair=0.000, adv=3.948, sprd=0.027]
Ep 053/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.791, pair=0.000, adv=3.658, sprd=0.024]
Ep 053/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.44it/s, loss=0.791, pair=0.000, adv=3.658, sprd=0.024]
Ep 053/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.724, pair=0.002, adv=3.746, sprd=0.023]
Ep 053/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.48it/s, loss=0.724, pair=0.002, adv=3.746, sprd=0.023]
Ep 053/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.48it/s, loss=0.719, pair=0.010, adv=3.963, sprd=0.018]
Ep 053/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:26,  1.35it/s, loss=0.719, pair=0.010, adv=3.963, sprd=0.018]
Ep 053/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:26,  1.35it/s, loss=0.722, pair=0.004, adv=3.987, sprd=0.023]
Ep 053/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:24,  1.44it/s, loss=0.722, pair=0.004, adv=3.987, sprd=0.023]
Ep 053/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.735, pair=0.004, adv=3.920, sprd=0.027]
Ep 053/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.40it/s, loss=0.735, pair=0.004, adv=3.920, sprd=0.027]
Ep 053/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.40it/s, loss=0.728, pair=0.006, adv=3.770, sprd=0.024]
Ep 053/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.48it/s, loss=0.728, pair=0.006, adv=3.770, sprd=0.024]
Ep 053/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.48it/s, loss=0.710, pair=0.004, adv=3.434, sprd=0.019]
Ep 053/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.44it/s, loss=0.710, pair=0.004, adv=3.434, sprd=0.019]
Ep 053/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.706, pair=0.001, adv=4.113, sprd=0.019]
Ep 053/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.50it/s, loss=0.706, pair=0.001, adv=4.113, sprd=0.019]
Ep 053/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.50it/s, loss=0.733, pair=0.002, adv=3.893, sprd=0.026]
Ep 053/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.44it/s, loss=0.733, pair=0.002, adv=3.893, sprd=0.026]
Ep 053/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.724, pair=0.000, adv=4.277, sprd=0.022]
Ep 053/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.51it/s, loss=0.724, pair=0.000, adv=4.277, sprd=0.022]
Ep 053/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.51it/s, loss=0.736, pair=0.004, adv=3.884, sprd=0.024]
Ep 053/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:20,  1.38it/s, loss=0.736, pair=0.004, adv=3.884, sprd=0.024]
Ep 053/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:20,  1.38it/s, loss=0.719, pair=0.005, adv=3.859, sprd=0.023]
Ep 053/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.47it/s, loss=0.719, pair=0.005, adv=3.859, sprd=0.023]
Ep 053/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.47it/s, loss=0.697, pair=0.017, adv=4.154, sprd=0.014]
Ep 053/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:19,  1.36it/s, loss=0.697, pair=0.017, adv=4.154, sprd=0.014]
Ep 053/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:19,  1.36it/s, loss=0.720, pair=0.004, adv=3.761, sprd=0.022]
Ep 053/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:17,  1.44it/s, loss=0.720, pair=0.004, adv=3.761, sprd=0.022]
Ep 053/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.44it/s, loss=0.790, pair=0.002, adv=3.814, sprd=0.021]
Ep 053/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.40it/s, loss=0.790, pair=0.002, adv=3.814, sprd=0.021]
Ep 053/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.40it/s, loss=0.730, pair=0.006, adv=3.894, sprd=0.025]
Ep 053/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.730, pair=0.006, adv=3.894, sprd=0.025]
Ep 053/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.723, pair=0.001, adv=3.871, sprd=0.023]
Ep 053/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.44it/s, loss=0.723, pair=0.001, adv=3.871, sprd=0.023]
Ep 053/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.717, pair=0.002, adv=3.511, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.50it/s, loss=0.717, pair=0.002, adv=3.511, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.50it/s, loss=0.792, pair=0.009, adv=3.828, sprd=0.020]
Ep 053/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.46it/s, loss=0.792, pair=0.009, adv=3.828, sprd=0.020]
Ep 053/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.46it/s, loss=0.726, pair=0.007, adv=3.667, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.51it/s, loss=0.726, pair=0.007, adv=3.667, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.721, pair=0.004, adv=3.695, sprd=0.020]
Ep 053/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.43it/s, loss=0.721, pair=0.004, adv=3.695, sprd=0.020]
Ep 053/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.43it/s, loss=0.716, pair=0.001, adv=4.124, sprd=0.021]
Ep 053/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.53it/s, loss=0.716, pair=0.001, adv=4.124, sprd=0.021]
Ep 053/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.53it/s, loss=0.726, pair=0.003, adv=3.979, sprd=0.026]
Ep 053/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.44it/s, loss=0.726, pair=0.003, adv=3.979, sprd=0.026]
Ep 053/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.726, pair=0.006, adv=3.834, sprd=0.022]
Ep 053/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.50it/s, loss=0.726, pair=0.006, adv=3.834, sprd=0.022]
Ep 053/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.732, pair=0.008, adv=3.806, sprd=0.022]
Ep 053/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.40it/s, loss=0.732, pair=0.008, adv=3.806, sprd=0.022]
Ep 053/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.40it/s, loss=0.697, pair=0.007, adv=3.684, sprd=0.016]
Ep 053/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.50it/s, loss=0.697, pair=0.007, adv=3.684, sprd=0.016]
Ep 053/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.717, pair=0.004, adv=3.708, sprd=0.018]
Ep 053/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.38it/s, loss=0.717, pair=0.004, adv=3.708, sprd=0.018]
Ep 053/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.38it/s, loss=0.724, pair=0.004, adv=3.991, sprd=0.023]
Ep 053/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.46it/s, loss=0.724, pair=0.004, adv=3.991, sprd=0.023]
Ep 053/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.46it/s, loss=0.816, pair=0.003, adv=3.584, sprd=0.028]
Ep 053/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.41it/s, loss=0.816, pair=0.003, adv=3.584, sprd=0.028]
Ep 053/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.41it/s, loss=0.734, pair=0.008, adv=3.753, sprd=0.024]
Ep 053/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.734, pair=0.008, adv=3.753, sprd=0.024]
Ep 053/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.717, pair=0.002, adv=3.884, sprd=0.022]
Ep 053/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.39it/s, loss=0.717, pair=0.002, adv=3.884, sprd=0.022]
Ep 053/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.39it/s, loss=0.732, pair=0.009, adv=3.830, sprd=0.024]
Ep 053/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.47it/s, loss=0.732, pair=0.009, adv=3.830, sprd=0.024]
Ep 053/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.47it/s, loss=0.747, pair=0.002, adv=3.657, sprd=0.028]
Ep 053/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.41it/s, loss=0.747, pair=0.002, adv=3.657, sprd=0.028]
Ep 053/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.750, pair=0.003, adv=3.921, sprd=0.029]
Ep 053/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.46it/s, loss=0.750, pair=0.003, adv=3.921, sprd=0.029]
Ep 053/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.46it/s, loss=0.711, pair=0.008, adv=3.928, sprd=0.021]
Ep 053/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.43it/s, loss=0.711, pair=0.008, adv=3.928, sprd=0.021]
Ep 053/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.43it/s, loss=0.724, pair=0.004, adv=3.995, sprd=0.025]
Ep 053/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.724, pair=0.004, adv=3.995, sprd=0.025]
Ep 053/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.734, pair=0.005, adv=3.977, sprd=0.026]
Ep 053/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.734, pair=0.005, adv=3.977, sprd=0.026]
Ep 053/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.735, pair=0.000, adv=4.194, sprd=0.028]
Ep 053/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.48it/s, loss=0.735, pair=0.000, adv=4.194, sprd=0.028]
Ep 053/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.785, pair=0.007, adv=3.561, sprd=0.019]
Ep 053/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.43it/s, loss=0.785, pair=0.007, adv=3.561, sprd=0.019]
                                                                                                              
Epoch 053/60 [S3:+sens]  loss=0.7280  mat=0.2370  sens=1.0134  pair=0.0034  adv=3.8464(rand=3.37)  deg=0.0080  orth=0.0005  spread=0.0230  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=9.11e-06  229s

Ep 054/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 054/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.725, pair=0.012, adv=3.819, sprd=0.022]
Ep 054/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:31,  1.18s/it, loss=0.725, pair=0.012, adv=3.819, sprd=0.022]
Ep 054/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:31,  1.18s/it, loss=0.714, pair=0.007, adv=3.686, sprd=0.019]
Ep 054/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:38,  1.19it/s, loss=0.714, pair=0.007, adv=3.686, sprd=0.019]
Ep 054/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:38,  1.19it/s, loss=0.730, pair=0.004, adv=3.743, sprd=0.020]
Ep 054/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:37,  1.19it/s, loss=0.730, pair=0.004, adv=3.743, sprd=0.020]
Ep 054/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:37,  1.19it/s, loss=0.755, pair=0.004, adv=3.790, sprd=0.031]
Ep 054/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:07,  1.33it/s, loss=0.755, pair=0.004, adv=3.790, sprd=0.031]
Ep 054/60 [S3:+sens]:   1%|    | 4/333 [00:04<04:07,  1.33it/s, loss=0.754, pair=0.001, adv=3.733, sprd=0.029]
Ep 054/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:13,  1.29it/s, loss=0.754, pair=0.001, adv=3.733, sprd=0.029]
Ep 054/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:13,  1.29it/s, loss=0.713, pair=0.004, adv=3.970, sprd=0.019]
Ep 054/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:51,  1.41it/s, loss=0.713, pair=0.004, adv=3.970, sprd=0.019]
Ep 054/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:51,  1.41it/s, loss=0.742, pair=0.001, adv=3.902, sprd=0.026]
Ep 054/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:05,  1.33it/s, loss=0.742, pair=0.001, adv=3.902, sprd=0.026]
Ep 054/60 [S3:+sens]:   2%|    | 7/333 [00:06<04:05,  1.33it/s, loss=0.717, pair=0.012, adv=3.500, sprd=0.020]
Ep 054/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:47,  1.43it/s, loss=0.717, pair=0.012, adv=3.500, sprd=0.020]
Ep 054/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:47,  1.43it/s, loss=0.727, pair=0.007, adv=3.515, sprd=0.019]
Ep 054/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:57,  1.36it/s, loss=0.727, pair=0.007, adv=3.515, sprd=0.019]
Ep 054/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:57,  1.36it/s, loss=0.697, pair=0.005, adv=3.686, sprd=0.016]
Ep 054/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.47it/s, loss=0.697, pair=0.005, adv=3.686, sprd=0.016]
Ep 054/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:40,  1.47it/s, loss=0.708, pair=0.002, adv=3.785, sprd=0.019]
Ep 054/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.708, pair=0.002, adv=3.785, sprd=0.019]
Ep 054/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.726, pair=0.003, adv=3.906, sprd=0.022]
Ep 054/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:34,  1.50it/s, loss=0.726, pair=0.003, adv=3.906, sprd=0.022]
Ep 054/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:34,  1.50it/s, loss=0.734, pair=0.006, adv=3.890, sprd=0.020]
Ep 054/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:48,  1.40it/s, loss=0.734, pair=0.006, adv=3.890, sprd=0.020]
Ep 054/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:48,  1.40it/s, loss=0.709, pair=0.002, adv=3.723, sprd=0.021]
Ep 054/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:33,  1.50it/s, loss=0.709, pair=0.002, adv=3.723, sprd=0.021]
Ep 054/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:33,  1.50it/s, loss=0.731, pair=0.010, adv=4.052, sprd=0.022]
Ep 054/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:42,  1.43it/s, loss=0.731, pair=0.010, adv=4.052, sprd=0.022]
Ep 054/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:42,  1.43it/s, loss=0.733, pair=0.010, adv=4.165, sprd=0.024]
Ep 054/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.50it/s, loss=0.733, pair=0.010, adv=4.165, sprd=0.024]
Ep 054/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:30,  1.50it/s, loss=0.714, pair=0.014, adv=3.891, sprd=0.020]
Ep 054/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.714, pair=0.014, adv=3.891, sprd=0.020]
Ep 054/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.723, pair=0.007, adv=3.901, sprd=0.024]
Ep 054/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:30,  1.50it/s, loss=0.723, pair=0.007, adv=3.901, sprd=0.024]
Ep 054/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:30,  1.50it/s, loss=0.742, pair=0.007, adv=3.684, sprd=0.023]
Ep 054/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:46,  1.39it/s, loss=0.742, pair=0.007, adv=3.684, sprd=0.023]
Ep 054/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:46,  1.39it/s, loss=0.738, pair=0.008, adv=4.041, sprd=0.027]
Ep 054/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:33,  1.47it/s, loss=0.738, pair=0.008, adv=4.041, sprd=0.027]
Ep 054/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:33,  1.47it/s, loss=0.706, pair=0.006, adv=3.784, sprd=0.018]
Ep 054/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.706, pair=0.006, adv=3.784, sprd=0.018]
Ep 054/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.725, pair=0.001, adv=3.688, sprd=0.024]
Ep 054/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.48it/s, loss=0.725, pair=0.001, adv=3.688, sprd=0.024]
Ep 054/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.48it/s, loss=0.712, pair=0.006, adv=3.889, sprd=0.020]
Ep 054/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.42it/s, loss=0.712, pair=0.006, adv=3.889, sprd=0.020]
Ep 054/60 [S3:+sens]:   7%|▏  | 23/333 [00:17<03:37,  1.42it/s, loss=0.698, pair=0.008, adv=3.976, sprd=0.018]
Ep 054/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.50it/s, loss=0.698, pair=0.008, adv=3.976, sprd=0.018]
Ep 054/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.50it/s, loss=0.751, pair=0.002, adv=4.098, sprd=0.031]
Ep 054/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:35,  1.43it/s, loss=0.751, pair=0.002, adv=4.098, sprd=0.031]
Ep 054/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:35,  1.43it/s, loss=0.712, pair=0.003, adv=3.708, sprd=0.019]
Ep 054/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.712, pair=0.003, adv=3.708, sprd=0.019]
Ep 054/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:24,  1.50it/s, loss=0.722, pair=0.001, adv=3.581, sprd=0.022]
Ep 054/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:29,  1.46it/s, loss=0.722, pair=0.001, adv=3.581, sprd=0.022]
Ep 054/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:29,  1.46it/s, loss=0.737, pair=0.006, adv=3.814, sprd=0.025]
Ep 054/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:20,  1.52it/s, loss=0.737, pair=0.006, adv=3.814, sprd=0.025]
Ep 054/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:20,  1.52it/s, loss=0.732, pair=0.001, adv=3.715, sprd=0.027]
Ep 054/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:25,  1.48it/s, loss=0.732, pair=0.001, adv=3.715, sprd=0.027]
Ep 054/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:25,  1.48it/s, loss=0.734, pair=0.006, adv=3.791, sprd=0.025]
Ep 054/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:18,  1.53it/s, loss=0.734, pair=0.006, adv=3.791, sprd=0.025]
Ep 054/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:18,  1.53it/s, loss=0.728, pair=0.004, adv=4.145, sprd=0.021]
Ep 054/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:25,  1.47it/s, loss=0.728, pair=0.004, adv=4.145, sprd=0.021]
Ep 054/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:25,  1.47it/s, loss=0.715, pair=0.003, adv=3.699, sprd=0.020]
Ep 054/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:16,  1.53it/s, loss=0.715, pair=0.003, adv=3.699, sprd=0.020]
Ep 054/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:16,  1.53it/s, loss=0.735, pair=0.000, adv=3.732, sprd=0.024]
Ep 054/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:21,  1.49it/s, loss=0.735, pair=0.000, adv=3.732, sprd=0.024]
Ep 054/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:21,  1.49it/s, loss=0.750, pair=0.002, adv=3.742, sprd=0.031]
Ep 054/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:14,  1.53it/s, loss=0.750, pair=0.002, adv=3.742, sprd=0.031]
Ep 054/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:14,  1.53it/s, loss=0.705, pair=0.001, adv=3.631, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:21,  1.48it/s, loss=0.705, pair=0.001, adv=3.631, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:21,  1.48it/s, loss=0.730, pair=0.006, adv=3.950, sprd=0.024]
Ep 054/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:12,  1.54it/s, loss=0.730, pair=0.006, adv=3.950, sprd=0.024]
Ep 054/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:12,  1.54it/s, loss=0.763, pair=0.002, adv=3.616, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:19,  1.48it/s, loss=0.763, pair=0.002, adv=3.616, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:19,  1.48it/s, loss=0.740, pair=0.005, adv=3.913, sprd=0.026]
Ep 054/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:13,  1.52it/s, loss=0.740, pair=0.005, adv=3.913, sprd=0.026]
Ep 054/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:13,  1.52it/s, loss=0.724, pair=0.004, adv=3.772, sprd=0.024]
Ep 054/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.724, pair=0.004, adv=3.772, sprd=0.024]
Ep 054/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.737, pair=0.005, adv=3.970, sprd=0.027]
Ep 054/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.737, pair=0.005, adv=3.970, sprd=0.027]
Ep 054/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.763, pair=0.007, adv=3.837, sprd=0.031]
Ep 054/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:30,  1.38it/s, loss=0.763, pair=0.007, adv=3.837, sprd=0.031]
Ep 054/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:30,  1.38it/s, loss=0.725, pair=0.005, adv=3.933, sprd=0.022]
Ep 054/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.725, pair=0.005, adv=3.933, sprd=0.022]
Ep 054/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.727, pair=0.007, adv=4.087, sprd=0.023]
Ep 054/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:26,  1.40it/s, loss=0.727, pair=0.007, adv=4.087, sprd=0.023]
Ep 054/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:26,  1.40it/s, loss=0.706, pair=0.005, adv=3.976, sprd=0.017]
Ep 054/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:13,  1.49it/s, loss=0.706, pair=0.005, adv=3.976, sprd=0.017]
Ep 054/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:13,  1.49it/s, loss=0.721, pair=0.002, adv=3.731, sprd=0.021]
Ep 054/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.721, pair=0.002, adv=3.731, sprd=0.021]
Ep 054/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.726, pair=0.008, adv=3.943, sprd=0.021]
Ep 054/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:13,  1.48it/s, loss=0.726, pair=0.008, adv=3.943, sprd=0.021]
Ep 054/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.48it/s, loss=0.713, pair=0.002, adv=3.600, sprd=0.020]
Ep 054/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.713, pair=0.002, adv=3.600, sprd=0.020]
Ep 054/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.738, pair=0.006, adv=3.814, sprd=0.027]
Ep 054/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.738, pair=0.006, adv=3.814, sprd=0.027]
Ep 054/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:09,  1.50it/s, loss=0.719, pair=0.003, adv=3.854, sprd=0.020]
Ep 054/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:28,  1.36it/s, loss=0.719, pair=0.003, adv=3.854, sprd=0.020]
Ep 054/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:28,  1.36it/s, loss=0.700, pair=0.002, adv=3.709, sprd=0.019]
Ep 054/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:14,  1.45it/s, loss=0.700, pair=0.002, adv=3.709, sprd=0.019]
Ep 054/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:14,  1.45it/s, loss=0.715, pair=0.003, adv=3.560, sprd=0.020]
Ep 054/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:25,  1.38it/s, loss=0.715, pair=0.003, adv=3.560, sprd=0.020]
Ep 054/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:25,  1.38it/s, loss=0.736, pair=0.000, adv=4.079, sprd=0.025]
Ep 054/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:15,  1.44it/s, loss=0.736, pair=0.000, adv=4.079, sprd=0.025]
Ep 054/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:15,  1.44it/s, loss=0.727, pair=0.001, adv=4.109, sprd=0.023]
Ep 054/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:21,  1.39it/s, loss=0.727, pair=0.001, adv=4.109, sprd=0.023]
Ep 054/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:21,  1.39it/s, loss=0.733, pair=0.009, adv=3.787, sprd=0.025]
Ep 054/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:09,  1.47it/s, loss=0.733, pair=0.009, adv=3.787, sprd=0.025]
Ep 054/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:09,  1.47it/s, loss=0.726, pair=0.009, adv=3.487, sprd=0.022]
Ep 054/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.43it/s, loss=0.726, pair=0.009, adv=3.487, sprd=0.022]
Ep 054/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.43it/s, loss=0.731, pair=0.001, adv=3.862, sprd=0.025]
Ep 054/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:05,  1.50it/s, loss=0.731, pair=0.001, adv=3.862, sprd=0.025]
Ep 054/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:05,  1.50it/s, loss=0.708, pair=0.006, adv=3.698, sprd=0.019]
Ep 054/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:09,  1.45it/s, loss=0.708, pair=0.006, adv=3.698, sprd=0.019]
Ep 054/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:09,  1.45it/s, loss=0.748, pair=0.001, adv=3.700, sprd=0.027]
Ep 054/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.748, pair=0.001, adv=3.700, sprd=0.027]
Ep 054/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.723, pair=0.000, adv=3.928, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:10,  1.44it/s, loss=0.723, pair=0.000, adv=3.928, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:10,  1.44it/s, loss=0.708, pair=0.002, adv=3.670, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.51it/s, loss=0.708, pair=0.002, adv=3.670, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.51it/s, loss=0.718, pair=0.000, adv=3.672, sprd=0.020]
Ep 054/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:11,  1.42it/s, loss=0.718, pair=0.000, adv=3.672, sprd=0.020]
Ep 054/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:11,  1.42it/s, loss=0.728, pair=0.000, adv=4.000, sprd=0.024]
Ep 054/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:03,  1.48it/s, loss=0.728, pair=0.000, adv=4.000, sprd=0.024]
Ep 054/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:03,  1.48it/s, loss=0.735, pair=0.001, adv=3.922, sprd=0.025]
Ep 054/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:17,  1.36it/s, loss=0.735, pair=0.001, adv=3.922, sprd=0.025]
Ep 054/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:17,  1.36it/s, loss=0.710, pair=0.006, adv=3.962, sprd=0.019]
Ep 054/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:03,  1.46it/s, loss=0.710, pair=0.006, adv=3.962, sprd=0.019]
Ep 054/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:03,  1.46it/s, loss=0.721, pair=0.001, adv=4.115, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.42it/s, loss=0.721, pair=0.001, adv=4.115, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.42it/s, loss=0.721, pair=0.000, adv=3.680, sprd=0.022]
Ep 054/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.48it/s, loss=0.721, pair=0.000, adv=3.680, sprd=0.022]
Ep 054/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.48it/s, loss=0.722, pair=0.004, adv=3.864, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.44it/s, loss=0.722, pair=0.004, adv=3.864, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:05,  1.44it/s, loss=0.728, pair=0.000, adv=3.566, sprd=0.023]
Ep 054/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.49it/s, loss=0.728, pair=0.000, adv=3.566, sprd=0.023]
Ep 054/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.49it/s, loss=0.724, pair=0.006, adv=3.650, sprd=0.020]
Ep 054/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:08,  1.40it/s, loss=0.724, pair=0.006, adv=3.650, sprd=0.020]
Ep 054/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:08,  1.40it/s, loss=0.747, pair=0.005, adv=3.863, sprd=0.026]
Ep 054/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<03:00,  1.46it/s, loss=0.747, pair=0.005, adv=3.863, sprd=0.026]
Ep 054/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<03:00,  1.46it/s, loss=0.729, pair=0.000, adv=3.934, sprd=0.021]
Ep 054/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:09,  1.38it/s, loss=0.729, pair=0.000, adv=3.934, sprd=0.021]
Ep 054/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:09,  1.38it/s, loss=0.725, pair=0.000, adv=4.265, sprd=0.024]
Ep 054/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:57,  1.47it/s, loss=0.725, pair=0.000, adv=4.265, sprd=0.024]
Ep 054/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:57,  1.47it/s, loss=0.721, pair=0.001, adv=3.490, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.721, pair=0.001, adv=3.490, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.42it/s, loss=0.708, pair=0.001, adv=3.869, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.49it/s, loss=0.708, pair=0.001, adv=3.869, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:53,  1.49it/s, loss=0.732, pair=0.014, adv=3.742, sprd=0.023]
Ep 054/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.732, pair=0.014, adv=3.742, sprd=0.023]
Ep 054/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.711, pair=0.001, adv=3.768, sprd=0.020]
Ep 054/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.711, pair=0.001, adv=3.768, sprd=0.020]
Ep 054/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.727, pair=0.000, adv=3.747, sprd=0.022]
Ep 054/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.727, pair=0.000, adv=3.747, sprd=0.022]
Ep 054/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:56,  1.45it/s, loss=0.745, pair=0.000, adv=3.689, sprd=0.030]
Ep 054/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.745, pair=0.000, adv=3.689, sprd=0.030]
Ep 054/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.790, pair=0.015, adv=3.745, sprd=0.019]
Ep 054/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.790, pair=0.015, adv=3.745, sprd=0.019]
Ep 054/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:56,  1.44it/s, loss=0.727, pair=0.003, adv=4.060, sprd=0.022]
Ep 054/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.727, pair=0.003, adv=4.060, sprd=0.022]
Ep 054/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:48,  1.50it/s, loss=0.720, pair=0.004, adv=4.027, sprd=0.020]
Ep 054/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.720, pair=0.004, adv=4.027, sprd=0.020]
Ep 054/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.728, pair=0.000, adv=3.714, sprd=0.024]
Ep 054/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:48,  1.49it/s, loss=0.728, pair=0.000, adv=3.714, sprd=0.024]
Ep 054/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:48,  1.49it/s, loss=0.715, pair=0.000, adv=3.660, sprd=0.021]
Ep 054/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.42it/s, loss=0.715, pair=0.000, adv=3.660, sprd=0.021]
Ep 054/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:55,  1.42it/s, loss=0.728, pair=0.005, adv=4.309, sprd=0.023]
Ep 054/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.49it/s, loss=0.728, pair=0.005, adv=4.309, sprd=0.023]
Ep 054/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.49it/s, loss=0.735, pair=0.003, adv=3.875, sprd=0.024]
Ep 054/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.735, pair=0.003, adv=3.875, sprd=0.024]
Ep 054/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:54,  1.42it/s, loss=0.745, pair=0.000, adv=3.543, sprd=0.030]
Ep 054/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.745, pair=0.000, adv=3.543, sprd=0.030]
Ep 054/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:46,  1.48it/s, loss=0.754, pair=0.007, adv=3.688, sprd=0.029]
Ep 054/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:52,  1.42it/s, loss=0.754, pair=0.007, adv=3.688, sprd=0.029]
Ep 054/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:52,  1.42it/s, loss=0.750, pair=0.007, adv=4.123, sprd=0.027]
Ep 054/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:45,  1.48it/s, loss=0.750, pair=0.007, adv=4.123, sprd=0.027]
Ep 054/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:45,  1.48it/s, loss=0.755, pair=0.006, adv=3.451, sprd=0.031]
Ep 054/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.42it/s, loss=0.755, pair=0.006, adv=3.451, sprd=0.031]
Ep 054/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:51,  1.42it/s, loss=0.707, pair=0.008, adv=3.955, sprd=0.020]
Ep 054/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:39,  1.52it/s, loss=0.707, pair=0.008, adv=3.955, sprd=0.020]
Ep 054/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:39,  1.52it/s, loss=0.711, pair=0.001, adv=3.814, sprd=0.017]
Ep 054/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:54,  1.38it/s, loss=0.711, pair=0.001, adv=3.814, sprd=0.017]
Ep 054/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:54,  1.38it/s, loss=0.728, pair=0.001, adv=3.569, sprd=0.024]
Ep 054/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:43,  1.48it/s, loss=0.728, pair=0.001, adv=3.569, sprd=0.024]
Ep 054/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:43,  1.48it/s, loss=0.731, pair=0.000, adv=3.888, sprd=0.024]
Ep 054/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:48,  1.42it/s, loss=0.731, pair=0.000, adv=3.888, sprd=0.024]
Ep 054/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:48,  1.42it/s, loss=0.738, pair=0.001, adv=3.885, sprd=0.027]
Ep 054/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.738, pair=0.001, adv=3.885, sprd=0.027]
Ep 054/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.779, pair=0.002, adv=4.078, sprd=0.018]
Ep 054/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:47,  1.42it/s, loss=0.779, pair=0.002, adv=4.078, sprd=0.018]
Ep 054/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:47,  1.42it/s, loss=0.736, pair=0.000, adv=4.119, sprd=0.027]
Ep 054/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.47it/s, loss=0.736, pair=0.000, adv=4.119, sprd=0.027]
Ep 054/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:40,  1.47it/s, loss=0.759, pair=0.004, adv=3.542, sprd=0.030]
Ep 054/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:48,  1.40it/s, loss=0.759, pair=0.004, adv=3.542, sprd=0.030]
Ep 054/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:48,  1.40it/s, loss=0.722, pair=0.004, adv=3.887, sprd=0.025]
Ep 054/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.722, pair=0.004, adv=3.887, sprd=0.025]
Ep 054/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.751, pair=0.000, adv=3.870, sprd=0.030]
Ep 054/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:49,  1.38it/s, loss=0.751, pair=0.000, adv=3.870, sprd=0.030]
Ep 054/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:49,  1.38it/s, loss=0.744, pair=0.004, adv=3.932, sprd=0.026]
Ep 054/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:41,  1.44it/s, loss=0.744, pair=0.004, adv=3.932, sprd=0.026]
Ep 054/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:41,  1.44it/s, loss=0.810, pair=0.006, adv=4.097, sprd=0.028]
Ep 054/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:48,  1.38it/s, loss=0.810, pair=0.006, adv=4.097, sprd=0.028]
Ep 054/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:48,  1.38it/s, loss=0.719, pair=0.001, adv=3.751, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:38,  1.46it/s, loss=0.719, pair=0.001, adv=3.751, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:38,  1.46it/s, loss=0.723, pair=0.000, adv=3.987, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.41it/s, loss=0.723, pair=0.000, adv=3.987, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:42,  1.41it/s, loss=0.700, pair=0.000, adv=3.738, sprd=0.021]
Ep 054/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.700, pair=0.000, adv=3.738, sprd=0.021]
Ep 054/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.746, pair=0.005, adv=4.117, sprd=0.029]
Ep 054/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.746, pair=0.005, adv=4.117, sprd=0.029]
Ep 054/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:38,  1.44it/s, loss=0.747, pair=0.000, adv=3.813, sprd=0.031]
Ep 054/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.747, pair=0.000, adv=3.813, sprd=0.031]
Ep 054/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:32,  1.49it/s, loss=0.736, pair=0.002, adv=3.673, sprd=0.027]
Ep 054/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.44it/s, loss=0.736, pair=0.002, adv=3.673, sprd=0.027]
Ep 054/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.44it/s, loss=0.720, pair=0.000, adv=3.937, sprd=0.023]
Ep 054/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:30,  1.50it/s, loss=0.720, pair=0.000, adv=3.937, sprd=0.023]
Ep 054/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:30,  1.50it/s, loss=0.734, pair=0.003, adv=3.777, sprd=0.025]
Ep 054/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.734, pair=0.003, adv=3.777, sprd=0.025]
Ep 054/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:33,  1.46it/s, loss=0.698, pair=0.003, adv=4.119, sprd=0.017]
Ep 054/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:24,  1.54it/s, loss=0.698, pair=0.003, adv=4.119, sprd=0.017]
Ep 054/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:24,  1.54it/s, loss=0.732, pair=0.002, adv=3.568, sprd=0.023]
Ep 054/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:36,  1.42it/s, loss=0.732, pair=0.002, adv=3.568, sprd=0.023]
Ep 054/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:36,  1.42it/s, loss=0.749, pair=0.001, adv=3.529, sprd=0.028]
Ep 054/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:30,  1.47it/s, loss=0.749, pair=0.001, adv=3.529, sprd=0.028]
Ep 054/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:30,  1.47it/s, loss=0.807, pair=0.003, adv=3.546, sprd=0.024]
Ep 054/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.43it/s, loss=0.807, pair=0.003, adv=3.546, sprd=0.024]
Ep 054/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.43it/s, loss=0.709, pair=0.010, adv=3.977, sprd=0.019]
Ep 054/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.52it/s, loss=0.709, pair=0.010, adv=3.977, sprd=0.019]
Ep 054/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.52it/s, loss=0.767, pair=0.003, adv=3.934, sprd=0.034]
Ep 054/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.767, pair=0.003, adv=3.934, sprd=0.034]
Ep 054/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:33,  1.42it/s, loss=0.739, pair=0.009, adv=4.202, sprd=0.024]
Ep 054/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:26,  1.48it/s, loss=0.739, pair=0.009, adv=4.202, sprd=0.024]
Ep 054/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:26,  1.48it/s, loss=0.717, pair=0.001, adv=4.314, sprd=0.021]
Ep 054/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:29,  1.45it/s, loss=0.717, pair=0.001, adv=4.314, sprd=0.021]
Ep 054/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.45it/s, loss=0.734, pair=0.000, adv=3.942, sprd=0.025]
Ep 054/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:23,  1.50it/s, loss=0.734, pair=0.000, adv=3.942, sprd=0.025]
Ep 054/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:23,  1.50it/s, loss=0.797, pair=0.004, adv=3.834, sprd=0.023]
Ep 054/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.797, pair=0.004, adv=3.834, sprd=0.023]
Ep 054/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.730, pair=0.000, adv=4.022, sprd=0.024]
Ep 054/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.50it/s, loss=0.730, pair=0.000, adv=4.022, sprd=0.024]
Ep 054/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.50it/s, loss=0.712, pair=0.001, adv=3.827, sprd=0.017]
Ep 054/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:31,  1.40it/s, loss=0.712, pair=0.001, adv=3.827, sprd=0.017]
Ep 054/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:31,  1.40it/s, loss=0.709, pair=0.000, adv=3.804, sprd=0.021]
Ep 054/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.709, pair=0.000, adv=3.804, sprd=0.021]
Ep 054/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:23,  1.47it/s, loss=0.737, pair=0.000, adv=3.644, sprd=0.026]
Ep 054/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.737, pair=0.000, adv=3.644, sprd=0.026]
Ep 054/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.726, pair=0.003, adv=3.867, sprd=0.022]
Ep 054/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.49it/s, loss=0.726, pair=0.003, adv=3.867, sprd=0.022]
Ep 054/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:20,  1.49it/s, loss=0.762, pair=0.007, adv=3.858, sprd=0.032]
Ep 054/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.762, pair=0.007, adv=3.858, sprd=0.032]
Ep 054/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:25,  1.43it/s, loss=0.742, pair=0.003, adv=3.623, sprd=0.027]
Ep 054/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.48it/s, loss=0.742, pair=0.003, adv=3.623, sprd=0.027]
Ep 054/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.48it/s, loss=0.737, pair=0.002, adv=3.605, sprd=0.026]
Ep 054/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.737, pair=0.002, adv=3.605, sprd=0.026]
Ep 054/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.703, pair=0.000, adv=3.366, sprd=0.016]
Ep 054/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:14,  1.53it/s, loss=0.703, pair=0.000, adv=3.366, sprd=0.016]
Ep 054/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:14,  1.53it/s, loss=0.738, pair=0.003, adv=3.518, sprd=0.025]
Ep 054/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:27,  1.38it/s, loss=0.738, pair=0.003, adv=3.518, sprd=0.025]
Ep 054/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:27,  1.38it/s, loss=0.716, pair=0.001, adv=4.047, sprd=0.022]
Ep 054/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:20,  1.45it/s, loss=0.716, pair=0.001, adv=4.047, sprd=0.022]
Ep 054/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:20,  1.45it/s, loss=0.733, pair=0.003, adv=3.892, sprd=0.024]
Ep 054/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.41it/s, loss=0.733, pair=0.003, adv=3.892, sprd=0.024]
Ep 054/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:23,  1.41it/s, loss=0.713, pair=0.000, adv=4.022, sprd=0.019]
Ep 054/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.713, pair=0.000, adv=4.022, sprd=0.019]
Ep 054/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:15,  1.48it/s, loss=0.743, pair=0.004, adv=3.766, sprd=0.024]
Ep 054/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:21,  1.41it/s, loss=0.743, pair=0.004, adv=3.766, sprd=0.024]
Ep 054/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:21,  1.41it/s, loss=0.706, pair=0.000, adv=4.123, sprd=0.019]
Ep 054/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.706, pair=0.000, adv=4.123, sprd=0.019]
Ep 054/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:12,  1.50it/s, loss=0.739, pair=0.002, adv=3.994, sprd=0.027]
Ep 054/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.739, pair=0.002, adv=3.994, sprd=0.027]
Ep 054/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:18,  1.43it/s, loss=0.726, pair=0.003, adv=3.906, sprd=0.024]
Ep 054/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.49it/s, loss=0.726, pair=0.003, adv=3.906, sprd=0.024]
Ep 054/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.49it/s, loss=0.730, pair=0.000, adv=3.985, sprd=0.025]
Ep 054/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.43it/s, loss=0.730, pair=0.000, adv=3.985, sprd=0.025]
Ep 054/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:17,  1.43it/s, loss=0.704, pair=0.000, adv=4.102, sprd=0.018]
Ep 054/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:08,  1.51it/s, loss=0.704, pair=0.000, adv=4.102, sprd=0.018]
Ep 054/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:08,  1.51it/s, loss=0.720, pair=0.000, adv=3.561, sprd=0.021]
Ep 054/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:12,  1.47it/s, loss=0.720, pair=0.000, adv=3.561, sprd=0.021]
Ep 054/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:12,  1.47it/s, loss=0.693, pair=0.005, adv=3.483, sprd=0.015]
Ep 054/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:03,  1.56it/s, loss=0.693, pair=0.005, adv=3.483, sprd=0.015]
Ep 054/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:03,  1.56it/s, loss=0.754, pair=0.007, adv=3.996, sprd=0.029]
Ep 054/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.754, pair=0.007, adv=3.996, sprd=0.029]
Ep 054/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.696, pair=0.004, adv=3.731, sprd=0.017]
Ep 054/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:04,  1.54it/s, loss=0.696, pair=0.004, adv=3.731, sprd=0.017]
Ep 054/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:04,  1.54it/s, loss=0.722, pair=0.005, adv=3.716, sprd=0.022]
Ep 054/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:09,  1.47it/s, loss=0.722, pair=0.005, adv=3.716, sprd=0.022]
Ep 054/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:09,  1.47it/s, loss=0.742, pair=0.002, adv=3.956, sprd=0.029]
Ep 054/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.742, pair=0.002, adv=3.956, sprd=0.029]
Ep 054/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:04,  1.52it/s, loss=0.745, pair=0.001, adv=4.111, sprd=0.026]
Ep 054/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.40it/s, loss=0.745, pair=0.001, adv=4.111, sprd=0.026]
Ep 054/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.40it/s, loss=0.737, pair=0.000, adv=3.671, sprd=0.026]
Ep 054/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:07,  1.46it/s, loss=0.737, pair=0.000, adv=3.671, sprd=0.026]
Ep 054/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:07,  1.46it/s, loss=0.716, pair=0.001, adv=3.848, sprd=0.022]
Ep 054/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.43it/s, loss=0.716, pair=0.001, adv=3.848, sprd=0.022]
Ep 054/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:10,  1.43it/s, loss=0.716, pair=0.002, adv=3.723, sprd=0.021]
Ep 054/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.716, pair=0.002, adv=3.723, sprd=0.021]
Ep 054/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.716, pair=0.002, adv=3.837, sprd=0.020]
Ep 054/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.44it/s, loss=0.716, pair=0.002, adv=3.837, sprd=0.020]
Ep 054/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.44it/s, loss=0.725, pair=0.002, adv=3.568, sprd=0.023]
Ep 054/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.49it/s, loss=0.725, pair=0.002, adv=3.568, sprd=0.023]
Ep 054/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:02,  1.49it/s, loss=0.701, pair=0.003, adv=3.825, sprd=0.017]
Ep 054/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.701, pair=0.003, adv=3.825, sprd=0.017]
Ep 054/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.747, pair=0.006, adv=3.525, sprd=0.027]
Ep 054/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.747, pair=0.006, adv=3.525, sprd=0.027]
Ep 054/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.731, pair=0.002, adv=3.970, sprd=0.024]
Ep 054/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.44it/s, loss=0.731, pair=0.002, adv=3.970, sprd=0.024]
Ep 054/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:04,  1.44it/s, loss=0.715, pair=0.001, adv=3.960, sprd=0.022]
Ep 054/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:57,  1.52it/s, loss=0.715, pair=0.001, adv=3.960, sprd=0.022]
Ep 054/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<01:57,  1.52it/s, loss=0.726, pair=0.001, adv=3.898, sprd=0.024]
Ep 054/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.726, pair=0.001, adv=3.898, sprd=0.024]
Ep 054/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.733, pair=0.000, adv=3.608, sprd=0.025]
Ep 054/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.733, pair=0.000, adv=3.608, sprd=0.025]
Ep 054/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.745, pair=0.008, adv=4.159, sprd=0.028]
Ep 054/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.745, pair=0.008, adv=4.159, sprd=0.028]
Ep 054/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:04,  1.41it/s, loss=0.725, pair=0.003, adv=3.713, sprd=0.021]
Ep 054/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.725, pair=0.003, adv=3.713, sprd=0.021]
Ep 054/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.733, pair=0.000, adv=3.833, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.733, pair=0.000, adv=3.833, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:02,  1.42it/s, loss=0.711, pair=0.002, adv=3.570, sprd=0.019]
Ep 054/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.49it/s, loss=0.711, pair=0.002, adv=3.570, sprd=0.019]
Ep 054/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:56,  1.49it/s, loss=0.736, pair=0.000, adv=3.944, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.736, pair=0.000, adv=3.944, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.742, pair=0.007, adv=3.652, sprd=0.027]
Ep 054/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.742, pair=0.007, adv=3.652, sprd=0.027]
Ep 054/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.723, pair=0.002, adv=3.676, sprd=0.023]
Ep 054/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.723, pair=0.002, adv=3.676, sprd=0.023]
Ep 054/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:00,  1.41it/s, loss=0.724, pair=0.000, adv=3.725, sprd=0.024]
Ep 054/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.724, pair=0.000, adv=3.725, sprd=0.024]
Ep 054/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.715, pair=0.001, adv=4.090, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:57,  1.43it/s, loss=0.715, pair=0.001, adv=4.090, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:57,  1.43it/s, loss=0.716, pair=0.002, adv=3.840, sprd=0.022]
Ep 054/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.716, pair=0.002, adv=3.840, sprd=0.022]
Ep 054/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:50,  1.51it/s, loss=0.727, pair=0.006, adv=3.530, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.39it/s, loss=0.727, pair=0.006, adv=3.530, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.39it/s, loss=0.706, pair=0.002, adv=3.992, sprd=0.018]
Ep 054/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:50,  1.49it/s, loss=0.706, pair=0.002, adv=3.992, sprd=0.018]
Ep 054/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.780, pair=0.000, adv=3.921, sprd=0.018]
Ep 054/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.780, pair=0.000, adv=3.921, sprd=0.018]
Ep 054/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:55,  1.42it/s, loss=0.734, pair=0.002, adv=3.659, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.734, pair=0.002, adv=3.659, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.51it/s, loss=0.728, pair=0.006, adv=4.164, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.728, pair=0.006, adv=4.164, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.733, pair=0.007, adv=3.775, sprd=0.024]
Ep 054/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.733, pair=0.007, adv=3.775, sprd=0.024]
Ep 054/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.721, pair=0.003, adv=4.216, sprd=0.021]
Ep 054/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.721, pair=0.003, adv=4.216, sprd=0.021]
Ep 054/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.714, pair=0.005, adv=4.177, sprd=0.021]
Ep 054/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.50it/s, loss=0.714, pair=0.005, adv=4.177, sprd=0.021]
Ep 054/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.729, pair=0.001, adv=3.674, sprd=0.024]
Ep 054/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:53,  1.39it/s, loss=0.729, pair=0.001, adv=3.674, sprd=0.024]
Ep 054/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:53,  1.39it/s, loss=0.708, pair=0.000, adv=3.460, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.47it/s, loss=0.708, pair=0.000, adv=3.460, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:46,  1.47it/s, loss=0.716, pair=0.001, adv=4.136, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.43it/s, loss=0.716, pair=0.001, adv=4.136, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.43it/s, loss=0.750, pair=0.003, adv=3.781, sprd=0.028]
Ep 054/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.750, pair=0.003, adv=3.781, sprd=0.028]
Ep 054/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:44,  1.49it/s, loss=0.739, pair=0.005, adv=3.599, sprd=0.028]
Ep 054/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.40it/s, loss=0.739, pair=0.005, adv=3.599, sprd=0.028]
Ep 054/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:49,  1.40it/s, loss=0.705, pair=0.002, adv=4.060, sprd=0.018]
Ep 054/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.705, pair=0.002, adv=4.060, sprd=0.018]
Ep 054/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.734, pair=0.003, adv=4.028, sprd=0.024]
Ep 054/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.734, pair=0.003, adv=4.028, sprd=0.024]
Ep 054/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.43it/s, loss=0.730, pair=0.000, adv=3.850, sprd=0.026]
Ep 054/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.730, pair=0.000, adv=3.850, sprd=0.026]
Ep 054/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:42,  1.48it/s, loss=0.730, pair=0.001, adv=3.499, sprd=0.023]
Ep 054/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.43it/s, loss=0.730, pair=0.001, adv=3.499, sprd=0.023]
Ep 054/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.43it/s, loss=0.699, pair=0.005, adv=3.343, sprd=0.019]
Ep 054/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.50it/s, loss=0.699, pair=0.005, adv=3.343, sprd=0.019]
Ep 054/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.50it/s, loss=0.709, pair=0.002, adv=3.929, sprd=0.021]
Ep 054/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.44it/s, loss=0.709, pair=0.002, adv=3.929, sprd=0.021]
Ep 054/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.44it/s, loss=0.713, pair=0.001, adv=3.914, sprd=0.022]
Ep 054/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.713, pair=0.001, adv=3.914, sprd=0.022]
Ep 054/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.717, pair=0.003, adv=3.606, sprd=0.018]
Ep 054/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:39,  1.47it/s, loss=0.717, pair=0.003, adv=3.606, sprd=0.018]
Ep 054/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:39,  1.47it/s, loss=0.722, pair=0.008, adv=3.624, sprd=0.022]
Ep 054/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.52it/s, loss=0.722, pair=0.008, adv=3.624, sprd=0.022]
Ep 054/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.722, pair=0.004, adv=3.513, sprd=0.020]
Ep 054/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.41it/s, loss=0.722, pair=0.004, adv=3.513, sprd=0.020]
Ep 054/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.41it/s, loss=0.714, pair=0.000, adv=3.822, sprd=0.020]
Ep 054/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:37,  1.47it/s, loss=0.714, pair=0.000, adv=3.822, sprd=0.020]
Ep 054/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:37,  1.47it/s, loss=0.733, pair=0.001, adv=3.737, sprd=0.027]
Ep 054/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.733, pair=0.001, adv=3.737, sprd=0.027]
Ep 054/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.718, pair=0.001, adv=3.857, sprd=0.024]
Ep 054/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.718, pair=0.001, adv=3.857, sprd=0.024]
Ep 054/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:32,  1.52it/s, loss=0.747, pair=0.002, adv=3.927, sprd=0.029]
Ep 054/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.44it/s, loss=0.747, pair=0.002, adv=3.927, sprd=0.029]
Ep 054/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.44it/s, loss=0.736, pair=0.002, adv=4.004, sprd=0.026]
Ep 054/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:33,  1.49it/s, loss=0.736, pair=0.002, adv=4.004, sprd=0.026]
Ep 054/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:33,  1.49it/s, loss=0.692, pair=0.003, adv=3.748, sprd=0.017]
Ep 054/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:37,  1.42it/s, loss=0.692, pair=0.003, adv=3.748, sprd=0.017]
Ep 054/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:37,  1.42it/s, loss=0.736, pair=0.005, adv=3.735, sprd=0.024]
Ep 054/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.47it/s, loss=0.736, pair=0.005, adv=3.735, sprd=0.024]
Ep 054/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.47it/s, loss=0.735, pair=0.007, adv=4.180, sprd=0.024]
Ep 054/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.735, pair=0.007, adv=4.180, sprd=0.024]
Ep 054/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.721, pair=0.000, adv=4.067, sprd=0.023]
Ep 054/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.49it/s, loss=0.721, pair=0.000, adv=4.067, sprd=0.023]
Ep 054/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:30,  1.49it/s, loss=0.706, pair=0.001, adv=3.618, sprd=0.018]
Ep 054/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.41it/s, loss=0.706, pair=0.001, adv=3.618, sprd=0.018]
Ep 054/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.41it/s, loss=0.718, pair=0.001, adv=3.884, sprd=0.020]
Ep 054/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.48it/s, loss=0.718, pair=0.001, adv=3.884, sprd=0.020]
Ep 054/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.48it/s, loss=0.757, pair=0.003, adv=4.002, sprd=0.028]
Ep 054/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.42it/s, loss=0.757, pair=0.003, adv=4.002, sprd=0.028]
Ep 054/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:32,  1.42it/s, loss=0.757, pair=0.003, adv=3.933, sprd=0.029]
Ep 054/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.46it/s, loss=0.757, pair=0.003, adv=3.933, sprd=0.029]
Ep 054/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:29,  1.46it/s, loss=0.723, pair=0.004, adv=3.557, sprd=0.021]
Ep 054/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:33,  1.39it/s, loss=0.723, pair=0.004, adv=3.557, sprd=0.021]
Ep 054/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:33,  1.39it/s, loss=0.726, pair=0.002, adv=3.962, sprd=0.024]
Ep 054/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:28,  1.46it/s, loss=0.726, pair=0.002, adv=3.962, sprd=0.024]
Ep 054/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:28,  1.46it/s, loss=0.752, pair=0.004, adv=3.605, sprd=0.028]
Ep 054/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:31,  1.41it/s, loss=0.752, pair=0.004, adv=3.605, sprd=0.028]
Ep 054/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:31,  1.41it/s, loss=0.728, pair=0.002, adv=3.750, sprd=0.024]
Ep 054/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:26,  1.47it/s, loss=0.728, pair=0.002, adv=3.750, sprd=0.024]
Ep 054/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:26,  1.47it/s, loss=0.791, pair=0.004, adv=4.015, sprd=0.022]
Ep 054/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.791, pair=0.004, adv=4.015, sprd=0.022]
Ep 054/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.42it/s, loss=0.742, pair=0.006, adv=4.243, sprd=0.028]
Ep 054/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.48it/s, loss=0.742, pair=0.006, adv=4.243, sprd=0.028]
Ep 054/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:24,  1.48it/s, loss=0.729, pair=0.007, adv=3.691, sprd=0.024]
Ep 054/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:28,  1.41it/s, loss=0.729, pair=0.007, adv=3.691, sprd=0.024]
Ep 054/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:28,  1.41it/s, loss=0.739, pair=0.005, adv=3.817, sprd=0.026]
Ep 054/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.50it/s, loss=0.739, pair=0.005, adv=3.817, sprd=0.026]
Ep 054/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.50it/s, loss=0.727, pair=0.002, adv=3.787, sprd=0.025]
Ep 054/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.727, pair=0.002, adv=3.787, sprd=0.025]
Ep 054/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:25,  1.42it/s, loss=0.751, pair=0.000, adv=4.049, sprd=0.031]
Ep 054/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.47it/s, loss=0.751, pair=0.000, adv=4.049, sprd=0.031]
Ep 054/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.47it/s, loss=0.716, pair=0.004, adv=3.997, sprd=0.021]
Ep 054/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.716, pair=0.004, adv=3.997, sprd=0.021]
Ep 054/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.42it/s, loss=0.727, pair=0.006, adv=3.868, sprd=0.023]
Ep 054/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.47it/s, loss=0.727, pair=0.006, adv=3.868, sprd=0.023]
Ep 054/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:20,  1.47it/s, loss=0.702, pair=0.001, adv=3.849, sprd=0.020]
Ep 054/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.41it/s, loss=0.702, pair=0.001, adv=3.849, sprd=0.020]
Ep 054/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.41it/s, loss=0.727, pair=0.006, adv=3.538, sprd=0.022]
Ep 054/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.48it/s, loss=0.727, pair=0.006, adv=3.538, sprd=0.022]
Ep 054/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:19,  1.48it/s, loss=0.725, pair=0.000, adv=3.638, sprd=0.024]
Ep 054/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.725, pair=0.000, adv=3.638, sprd=0.024]
Ep 054/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.44it/s, loss=0.726, pair=0.003, adv=3.950, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.50it/s, loss=0.726, pair=0.003, adv=3.950, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.50it/s, loss=0.732, pair=0.004, adv=3.938, sprd=0.024]
Ep 054/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:17,  1.48it/s, loss=0.732, pair=0.004, adv=3.938, sprd=0.024]
Ep 054/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:17,  1.48it/s, loss=0.731, pair=0.000, adv=3.843, sprd=0.025]
Ep 054/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.731, pair=0.000, adv=3.843, sprd=0.025]
Ep 054/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:14,  1.51it/s, loss=0.719, pair=0.001, adv=3.953, sprd=0.022]
Ep 054/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.719, pair=0.001, adv=3.953, sprd=0.022]
Ep 054/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.721, pair=0.003, adv=3.840, sprd=0.023]
Ep 054/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:12,  1.53it/s, loss=0.721, pair=0.003, adv=3.840, sprd=0.023]
Ep 054/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:12,  1.53it/s, loss=0.797, pair=0.005, adv=3.949, sprd=0.023]
Ep 054/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.46it/s, loss=0.797, pair=0.005, adv=3.949, sprd=0.023]
Ep 054/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:15,  1.46it/s, loss=0.742, pair=0.002, adv=3.701, sprd=0.028]
Ep 054/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.51it/s, loss=0.742, pair=0.002, adv=3.701, sprd=0.028]
Ep 054/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:12,  1.51it/s, loss=0.715, pair=0.002, adv=4.038, sprd=0.021]
Ep 054/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:13,  1.46it/s, loss=0.715, pair=0.002, adv=4.038, sprd=0.021]
Ep 054/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:13,  1.46it/s, loss=0.730, pair=0.006, adv=3.586, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:10,  1.52it/s, loss=0.730, pair=0.006, adv=3.586, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:10,  1.52it/s, loss=0.730, pair=0.000, adv=3.825, sprd=0.022]
Ep 054/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.44it/s, loss=0.730, pair=0.000, adv=3.825, sprd=0.022]
Ep 054/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:13,  1.44it/s, loss=0.721, pair=0.005, adv=4.218, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.50it/s, loss=0.721, pair=0.005, adv=4.218, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.50it/s, loss=0.722, pair=0.005, adv=4.006, sprd=0.021]
Ep 054/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:11,  1.45it/s, loss=0.722, pair=0.005, adv=4.006, sprd=0.021]
Ep 054/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:11,  1.45it/s, loss=0.711, pair=0.003, adv=3.788, sprd=0.020]
Ep 054/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.51it/s, loss=0.711, pair=0.003, adv=3.788, sprd=0.020]
Ep 054/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:08,  1.51it/s, loss=0.743, pair=0.000, adv=3.969, sprd=0.027]
Ep 054/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:12,  1.41it/s, loss=0.743, pair=0.000, adv=3.969, sprd=0.027]
Ep 054/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:12,  1.41it/s, loss=0.697, pair=0.001, adv=3.864, sprd=0.015]
Ep 054/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.51it/s, loss=0.697, pair=0.001, adv=3.864, sprd=0.015]
Ep 054/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:06,  1.51it/s, loss=0.733, pair=0.001, adv=3.811, sprd=0.024]
Ep 054/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.45it/s, loss=0.733, pair=0.001, adv=3.811, sprd=0.024]
Ep 054/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:09,  1.45it/s, loss=0.727, pair=0.006, adv=3.971, sprd=0.024]
Ep 054/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.50it/s, loss=0.727, pair=0.006, adv=3.971, sprd=0.024]
Ep 054/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.50it/s, loss=0.746, pair=0.007, adv=3.822, sprd=0.029]
Ep 054/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.44it/s, loss=0.746, pair=0.007, adv=3.822, sprd=0.029]
Ep 054/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.727, pair=0.000, adv=3.976, sprd=0.025]
Ep 054/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.727, pair=0.000, adv=3.976, sprd=0.025]
Ep 054/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.51it/s, loss=0.721, pair=0.007, adv=3.633, sprd=0.021]
Ep 054/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.721, pair=0.007, adv=3.633, sprd=0.021]
Ep 054/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.730, pair=0.001, adv=3.944, sprd=0.024]
Ep 054/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.50it/s, loss=0.730, pair=0.001, adv=3.944, sprd=0.024]
Ep 054/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.722, pair=0.008, adv=3.550, sprd=0.023]
Ep 054/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.44it/s, loss=0.722, pair=0.008, adv=3.550, sprd=0.023]
Ep 054/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.44it/s, loss=0.714, pair=0.000, adv=3.813, sprd=0.023]
Ep 054/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.51it/s, loss=0.714, pair=0.000, adv=3.813, sprd=0.023]
Ep 054/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.51it/s, loss=0.737, pair=0.000, adv=4.143, sprd=0.025]
Ep 054/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.41it/s, loss=0.737, pair=0.000, adv=4.143, sprd=0.025]
Ep 054/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.41it/s, loss=0.715, pair=0.000, adv=3.807, sprd=0.020]
Ep 054/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.715, pair=0.000, adv=3.807, sprd=0.020]
Ep 054/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.49it/s, loss=0.735, pair=0.005, adv=3.913, sprd=0.026]
Ep 054/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.735, pair=0.005, adv=3.913, sprd=0.026]
Ep 054/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.720, pair=0.003, adv=3.932, sprd=0.021]
Ep 054/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.48it/s, loss=0.720, pair=0.003, adv=3.932, sprd=0.021]
Ep 054/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.48it/s, loss=0.724, pair=0.000, adv=3.839, sprd=0.025]
Ep 054/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.44it/s, loss=0.724, pair=0.000, adv=3.839, sprd=0.025]
Ep 054/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.44it/s, loss=0.728, pair=0.001, adv=3.637, sprd=0.024]
Ep 054/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.50it/s, loss=0.728, pair=0.001, adv=3.637, sprd=0.024]
Ep 054/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:57,  1.50it/s, loss=0.741, pair=0.001, adv=3.890, sprd=0.027]
Ep 054/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:58,  1.46it/s, loss=0.741, pair=0.001, adv=3.890, sprd=0.027]
Ep 054/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:58,  1.46it/s, loss=0.721, pair=0.000, adv=3.640, sprd=0.023]
Ep 054/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.51it/s, loss=0.721, pair=0.000, adv=3.640, sprd=0.023]
Ep 054/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.51it/s, loss=0.719, pair=0.000, adv=4.040, sprd=0.024]
Ep 054/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.45it/s, loss=0.719, pair=0.000, adv=4.040, sprd=0.024]
Ep 054/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.45it/s, loss=0.714, pair=0.003, adv=3.935, sprd=0.022]
Ep 054/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.52it/s, loss=0.714, pair=0.003, adv=3.935, sprd=0.022]
Ep 054/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.52it/s, loss=0.771, pair=0.001, adv=3.905, sprd=0.018]
Ep 054/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.46it/s, loss=0.771, pair=0.001, adv=3.905, sprd=0.018]
Ep 054/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.46it/s, loss=0.734, pair=0.000, adv=4.108, sprd=0.025]
Ep 054/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.53it/s, loss=0.734, pair=0.000, adv=4.108, sprd=0.025]
Ep 054/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:53,  1.53it/s, loss=0.738, pair=0.000, adv=3.778, sprd=0.028]
Ep 054/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.738, pair=0.000, adv=3.778, sprd=0.028]
Ep 054/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.719, pair=0.001, adv=3.588, sprd=0.021]
Ep 054/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.51it/s, loss=0.719, pair=0.001, adv=3.588, sprd=0.021]
Ep 054/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.51it/s, loss=0.729, pair=0.003, adv=3.818, sprd=0.023]
Ep 054/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:56,  1.39it/s, loss=0.729, pair=0.003, adv=3.818, sprd=0.023]
Ep 054/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:56,  1.39it/s, loss=0.720, pair=0.002, adv=4.102, sprd=0.020]
Ep 054/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.47it/s, loss=0.720, pair=0.002, adv=4.102, sprd=0.020]
Ep 054/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.47it/s, loss=0.793, pair=0.000, adv=3.588, sprd=0.022]
Ep 054/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:54,  1.40it/s, loss=0.793, pair=0.000, adv=3.588, sprd=0.022]
Ep 054/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:54,  1.40it/s, loss=0.713, pair=0.005, adv=4.017, sprd=0.021]
Ep 054/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.48it/s, loss=0.713, pair=0.005, adv=4.017, sprd=0.021]
Ep 054/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.709, pair=0.005, adv=3.847, sprd=0.019]
Ep 054/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.709, pair=0.005, adv=3.847, sprd=0.019]
Ep 054/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.741, pair=0.000, adv=4.054, sprd=0.026]
Ep 054/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.48it/s, loss=0.741, pair=0.000, adv=4.054, sprd=0.026]
Ep 054/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.48it/s, loss=0.715, pair=0.005, adv=3.774, sprd=0.021]
Ep 054/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.44it/s, loss=0.715, pair=0.005, adv=3.774, sprd=0.021]
Ep 054/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.44it/s, loss=0.730, pair=0.000, adv=3.656, sprd=0.027]
Ep 054/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.50it/s, loss=0.730, pair=0.000, adv=3.656, sprd=0.027]
Ep 054/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.50it/s, loss=0.720, pair=0.000, adv=3.976, sprd=0.022]
Ep 054/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.41it/s, loss=0.720, pair=0.000, adv=3.976, sprd=0.022]
Ep 054/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.41it/s, loss=0.735, pair=0.000, adv=3.860, sprd=0.026]
Ep 054/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.47it/s, loss=0.735, pair=0.000, adv=3.860, sprd=0.026]
Ep 054/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.47it/s, loss=0.723, pair=0.000, adv=3.945, sprd=0.023]
Ep 054/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.42it/s, loss=0.723, pair=0.000, adv=3.945, sprd=0.023]
Ep 054/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:48,  1.42it/s, loss=0.738, pair=0.004, adv=3.619, sprd=0.026]
Ep 054/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.46it/s, loss=0.738, pair=0.004, adv=3.619, sprd=0.026]
Ep 054/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.46it/s, loss=0.708, pair=0.000, adv=3.900, sprd=0.019]
Ep 054/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.43it/s, loss=0.708, pair=0.000, adv=3.900, sprd=0.019]
Ep 054/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.43it/s, loss=0.711, pair=0.000, adv=3.879, sprd=0.020]
Ep 054/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:42,  1.51it/s, loss=0.711, pair=0.000, adv=3.879, sprd=0.020]
Ep 054/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:42,  1.51it/s, loss=0.790, pair=0.001, adv=3.840, sprd=0.022]
Ep 054/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.790, pair=0.001, adv=3.840, sprd=0.022]
Ep 054/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.713, pair=0.001, adv=3.823, sprd=0.019]
Ep 054/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:40,  1.54it/s, loss=0.713, pair=0.001, adv=3.823, sprd=0.019]
Ep 054/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:40,  1.54it/s, loss=0.731, pair=0.000, adv=3.954, sprd=0.024]
Ep 054/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.731, pair=0.000, adv=3.954, sprd=0.024]
Ep 054/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:42,  1.45it/s, loss=0.699, pair=0.000, adv=3.704, sprd=0.015]
Ep 054/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.52it/s, loss=0.699, pair=0.000, adv=3.704, sprd=0.015]
Ep 054/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.52it/s, loss=0.729, pair=0.000, adv=3.965, sprd=0.021]
Ep 054/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.729, pair=0.000, adv=3.965, sprd=0.021]
Ep 054/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.710, pair=0.000, adv=3.644, sprd=0.022]
Ep 054/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.710, pair=0.000, adv=3.644, sprd=0.022]
Ep 054/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.50it/s, loss=0.744, pair=0.000, adv=4.023, sprd=0.028]
Ep 054/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.744, pair=0.000, adv=4.023, sprd=0.028]
Ep 054/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.736, pair=0.000, adv=3.941, sprd=0.026]
Ep 054/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.49it/s, loss=0.736, pair=0.000, adv=3.941, sprd=0.026]
Ep 054/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.49it/s, loss=0.710, pair=0.000, adv=3.845, sprd=0.018]
Ep 054/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.43it/s, loss=0.710, pair=0.000, adv=3.845, sprd=0.018]
Ep 054/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.750, pair=0.002, adv=3.746, sprd=0.029]
Ep 054/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.750, pair=0.002, adv=3.746, sprd=0.029]
Ep 054/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.705, pair=0.000, adv=3.806, sprd=0.019]
Ep 054/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.705, pair=0.000, adv=3.806, sprd=0.019]
Ep 054/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.731, pair=0.003, adv=3.813, sprd=0.024]
Ep 054/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.731, pair=0.003, adv=3.813, sprd=0.024]
Ep 054/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.48it/s, loss=0.719, pair=0.000, adv=3.832, sprd=0.022]
Ep 054/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.719, pair=0.000, adv=3.832, sprd=0.022]
Ep 054/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.736, pair=0.004, adv=3.955, sprd=0.028]
Ep 054/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.48it/s, loss=0.736, pair=0.004, adv=3.955, sprd=0.028]
Ep 054/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.48it/s, loss=0.768, pair=0.000, adv=3.931, sprd=0.017]
Ep 054/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.43it/s, loss=0.768, pair=0.000, adv=3.931, sprd=0.017]
Ep 054/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.43it/s, loss=0.733, pair=0.000, adv=3.756, sprd=0.023]
Ep 054/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.733, pair=0.000, adv=3.756, sprd=0.023]
Ep 054/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.48it/s, loss=0.725, pair=0.000, adv=4.123, sprd=0.025]
Ep 054/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.725, pair=0.000, adv=4.123, sprd=0.025]
Ep 054/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.738, pair=0.006, adv=3.486, sprd=0.024]
Ep 054/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.738, pair=0.006, adv=3.486, sprd=0.024]
Ep 054/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.724, pair=0.001, adv=4.071, sprd=0.023]
Ep 054/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.724, pair=0.001, adv=4.071, sprd=0.023]
Ep 054/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.717, pair=0.000, adv=4.018, sprd=0.020]
Ep 054/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.50it/s, loss=0.717, pair=0.000, adv=4.018, sprd=0.020]
Ep 054/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.50it/s, loss=0.732, pair=0.002, adv=3.647, sprd=0.024]
Ep 054/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.38it/s, loss=0.732, pair=0.002, adv=3.647, sprd=0.024]
Ep 054/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.38it/s, loss=0.727, pair=0.001, adv=3.649, sprd=0.022]
Ep 054/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.46it/s, loss=0.727, pair=0.001, adv=3.649, sprd=0.022]
Ep 054/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.46it/s, loss=0.725, pair=0.002, adv=3.808, sprd=0.020]
Ep 054/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.38it/s, loss=0.725, pair=0.002, adv=3.808, sprd=0.020]
Ep 054/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.38it/s, loss=0.714, pair=0.002, adv=3.912, sprd=0.020]
Ep 054/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:28,  1.45it/s, loss=0.714, pair=0.002, adv=3.912, sprd=0.020]
Ep 054/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.45it/s, loss=0.725, pair=0.006, adv=3.805, sprd=0.021]
Ep 054/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.39it/s, loss=0.725, pair=0.006, adv=3.805, sprd=0.021]
Ep 054/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.39it/s, loss=0.717, pair=0.002, adv=4.064, sprd=0.021]
Ep 054/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.46it/s, loss=0.717, pair=0.002, adv=4.064, sprd=0.021]
Ep 054/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.46it/s, loss=0.742, pair=0.004, adv=3.795, sprd=0.026]
Ep 054/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.41it/s, loss=0.742, pair=0.004, adv=3.795, sprd=0.026]
Ep 054/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.41it/s, loss=0.711, pair=0.009, adv=3.468, sprd=0.021]
Ep 054/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.711, pair=0.009, adv=3.468, sprd=0.021]
Ep 054/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.49it/s, loss=0.724, pair=0.004, adv=3.840, sprd=0.022]
Ep 054/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:24,  1.44it/s, loss=0.724, pair=0.004, adv=3.840, sprd=0.022]
Ep 054/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:24,  1.44it/s, loss=0.714, pair=0.011, adv=3.808, sprd=0.017]
Ep 054/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:22,  1.53it/s, loss=0.714, pair=0.011, adv=3.808, sprd=0.017]
Ep 054/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:22,  1.53it/s, loss=0.702, pair=0.004, adv=4.043, sprd=0.021]
Ep 054/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.47it/s, loss=0.702, pair=0.004, adv=4.043, sprd=0.021]
Ep 054/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.47it/s, loss=0.735, pair=0.005, adv=3.892, sprd=0.025]
Ep 054/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.53it/s, loss=0.735, pair=0.005, adv=3.892, sprd=0.025]
Ep 054/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.53it/s, loss=0.728, pair=0.005, adv=3.646, sprd=0.025]
Ep 054/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:21,  1.47it/s, loss=0.728, pair=0.005, adv=3.646, sprd=0.025]
Ep 054/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:21,  1.47it/s, loss=0.731, pair=0.009, adv=3.780, sprd=0.024]
Ep 054/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.52it/s, loss=0.731, pair=0.009, adv=3.780, sprd=0.024]
Ep 054/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.52it/s, loss=0.725, pair=0.005, adv=4.024, sprd=0.021]
Ep 054/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.47it/s, loss=0.725, pair=0.005, adv=4.024, sprd=0.021]
Ep 054/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.47it/s, loss=0.738, pair=0.003, adv=3.904, sprd=0.025]
Ep 054/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.51it/s, loss=0.738, pair=0.003, adv=3.904, sprd=0.025]
Ep 054/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.51it/s, loss=0.719, pair=0.001, adv=3.934, sprd=0.021]
Ep 054/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:18,  1.48it/s, loss=0.719, pair=0.001, adv=3.934, sprd=0.021]
Ep 054/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:18,  1.48it/s, loss=0.720, pair=0.005, adv=3.340, sprd=0.023]
Ep 054/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.54it/s, loss=0.720, pair=0.005, adv=3.340, sprd=0.023]
Ep 054/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.54it/s, loss=0.733, pair=0.001, adv=4.125, sprd=0.024]
Ep 054/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:17,  1.45it/s, loss=0.733, pair=0.001, adv=4.125, sprd=0.024]
Ep 054/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:17,  1.45it/s, loss=0.694, pair=0.005, adv=3.753, sprd=0.018]
Ep 054/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.52it/s, loss=0.694, pair=0.005, adv=3.753, sprd=0.018]
Ep 054/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.52it/s, loss=0.711, pair=0.001, adv=4.178, sprd=0.020]
Ep 054/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.711, pair=0.001, adv=4.178, sprd=0.020]
Ep 054/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.722, pair=0.007, adv=4.092, sprd=0.023]
Ep 054/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.722, pair=0.007, adv=4.092, sprd=0.023]
Ep 054/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.734, pair=0.005, adv=3.602, sprd=0.025]
Ep 054/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.43it/s, loss=0.734, pair=0.005, adv=3.602, sprd=0.025]
Ep 054/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.715, pair=0.002, adv=3.719, sprd=0.020]
Ep 054/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.51it/s, loss=0.715, pair=0.002, adv=3.719, sprd=0.020]
Ep 054/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.729, pair=0.004, adv=3.930, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.729, pair=0.004, adv=3.930, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.728, pair=0.005, adv=4.013, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.49it/s, loss=0.728, pair=0.005, adv=4.013, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.732, pair=0.001, adv=3.860, sprd=0.023]
Ep 054/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:13,  1.38it/s, loss=0.732, pair=0.001, adv=3.860, sprd=0.023]
Ep 054/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:13,  1.38it/s, loss=0.713, pair=0.002, adv=3.755, sprd=0.020]
Ep 054/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.713, pair=0.002, adv=3.755, sprd=0.020]
Ep 054/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.735, pair=0.002, adv=3.790, sprd=0.026]
Ep 054/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.43it/s, loss=0.735, pair=0.002, adv=3.790, sprd=0.026]
Ep 054/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.703, pair=0.001, adv=3.775, sprd=0.020]
Ep 054/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.52it/s, loss=0.703, pair=0.001, adv=3.775, sprd=0.020]
Ep 054/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.52it/s, loss=0.734, pair=0.006, adv=3.789, sprd=0.025]
Ep 054/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.44it/s, loss=0.734, pair=0.006, adv=3.789, sprd=0.025]
Ep 054/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.44it/s, loss=0.752, pair=0.001, adv=4.022, sprd=0.031]
Ep 054/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.752, pair=0.001, adv=4.022, sprd=0.031]
Ep 054/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.717, pair=0.006, adv=3.883, sprd=0.018]
Ep 054/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.45it/s, loss=0.717, pair=0.006, adv=3.883, sprd=0.018]
Ep 054/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.719, pair=0.003, adv=3.761, sprd=0.020]
Ep 054/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.719, pair=0.003, adv=3.761, sprd=0.020]
Ep 054/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.816, pair=0.003, adv=4.031, sprd=0.029]
Ep 054/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.43it/s, loss=0.816, pair=0.003, adv=4.031, sprd=0.029]
Ep 054/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.43it/s, loss=0.744, pair=0.005, adv=3.778, sprd=0.024]
Ep 054/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.51it/s, loss=0.744, pair=0.005, adv=3.778, sprd=0.024]
Ep 054/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.51it/s, loss=0.710, pair=0.004, adv=3.912, sprd=0.020]
Ep 054/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.710, pair=0.004, adv=3.912, sprd=0.020]
Ep 054/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.713, pair=0.001, adv=3.467, sprd=0.020]
Ep 054/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.52it/s, loss=0.713, pair=0.001, adv=3.467, sprd=0.020]
Ep 054/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.52it/s, loss=0.739, pair=0.005, adv=4.161, sprd=0.025]
Ep 054/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.45it/s, loss=0.739, pair=0.005, adv=4.161, sprd=0.025]
Ep 054/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.731, pair=0.001, adv=3.880, sprd=0.025]
Ep 054/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.731, pair=0.001, adv=3.880, sprd=0.025]
Ep 054/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.703, pair=0.002, adv=3.778, sprd=0.018]
Ep 054/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.46it/s, loss=0.703, pair=0.002, adv=3.778, sprd=0.018]
Ep 054/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.46it/s, loss=0.766, pair=0.009, adv=3.887, sprd=0.033]
Ep 054/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.766, pair=0.009, adv=3.887, sprd=0.033]
Ep 054/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.728, pair=0.006, adv=3.611, sprd=0.023]
Ep 054/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.728, pair=0.006, adv=3.611, sprd=0.023]
Ep 054/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.726, pair=0.014, adv=3.569, sprd=0.022]
Ep 054/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.726, pair=0.014, adv=3.569, sprd=0.022]
Ep 054/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.756, pair=0.007, adv=3.641, sprd=0.031]
Ep 054/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.43it/s, loss=0.756, pair=0.007, adv=3.641, sprd=0.031]
                                                                                                              
Epoch 054/60 [S3:+sens]  loss=0.7289  mat=0.2399  sens=1.0132  pair=0.0030  adv=3.8361(rand=3.37)  deg=0.0077  orth=0.0006  spread=0.0230  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=8.15e-06  229s

Ep 055/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 055/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.741, pair=0.004, adv=3.752, sprd=0.027]
Ep 055/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:45,  1.22s/it, loss=0.741, pair=0.004, adv=3.752, sprd=0.027]
Ep 055/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:45,  1.22s/it, loss=0.721, pair=0.005, adv=3.579, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:41,  1.18it/s, loss=0.721, pair=0.005, adv=3.579, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:41,  1.18it/s, loss=0.722, pair=0.008, adv=4.039, sprd=0.021]
Ep 055/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:40,  1.17it/s, loss=0.722, pair=0.008, adv=4.039, sprd=0.021]
Ep 055/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:40,  1.17it/s, loss=0.724, pair=0.006, adv=3.983, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:05,  1.34it/s, loss=0.724, pair=0.006, adv=3.983, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 4/333 [00:04<04:05,  1.34it/s, loss=0.727, pair=0.006, adv=3.773, sprd=0.023]
Ep 055/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:07,  1.33it/s, loss=0.727, pair=0.006, adv=3.773, sprd=0.023]
Ep 055/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:07,  1.33it/s, loss=0.710, pair=0.005, adv=3.846, sprd=0.020]
Ep 055/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:48,  1.43it/s, loss=0.710, pair=0.005, adv=3.846, sprd=0.020]
Ep 055/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:48,  1.43it/s, loss=0.719, pair=0.009, adv=3.654, sprd=0.021]
Ep 055/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:55,  1.38it/s, loss=0.719, pair=0.009, adv=3.654, sprd=0.021]
Ep 055/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:55,  1.38it/s, loss=0.718, pair=0.005, adv=3.665, sprd=0.022]
Ep 055/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:42,  1.46it/s, loss=0.718, pair=0.005, adv=3.665, sprd=0.022]
Ep 055/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.791, pair=0.001, adv=4.041, sprd=0.023]
Ep 055/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:48,  1.42it/s, loss=0.791, pair=0.001, adv=4.041, sprd=0.023]
Ep 055/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:48,  1.42it/s, loss=0.735, pair=0.002, adv=3.932, sprd=0.024]
Ep 055/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.49it/s, loss=0.735, pair=0.002, adv=3.932, sprd=0.024]
Ep 055/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:36,  1.49it/s, loss=0.727, pair=0.007, adv=4.157, sprd=0.024]
Ep 055/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:43,  1.44it/s, loss=0.727, pair=0.007, adv=4.157, sprd=0.024]
Ep 055/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:43,  1.44it/s, loss=0.721, pair=0.006, adv=3.911, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:33,  1.51it/s, loss=0.721, pair=0.006, adv=3.911, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:33,  1.51it/s, loss=0.719, pair=0.007, adv=3.793, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.719, pair=0.007, adv=3.793, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:42,  1.44it/s, loss=0.729, pair=0.001, adv=3.640, sprd=0.024]
Ep 055/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:30,  1.51it/s, loss=0.729, pair=0.001, adv=3.640, sprd=0.024]
Ep 055/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:30,  1.51it/s, loss=0.735, pair=0.007, adv=4.106, sprd=0.026]
Ep 055/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:38,  1.45it/s, loss=0.735, pair=0.007, adv=4.106, sprd=0.026]
Ep 055/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:38,  1.45it/s, loss=0.743, pair=0.005, adv=3.904, sprd=0.030]
Ep 055/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:31,  1.50it/s, loss=0.743, pair=0.005, adv=3.904, sprd=0.030]
Ep 055/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:31,  1.50it/s, loss=0.789, pair=0.004, adv=3.561, sprd=0.021]
Ep 055/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.789, pair=0.004, adv=3.561, sprd=0.021]
Ep 055/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.709, pair=0.007, adv=3.915, sprd=0.019]
Ep 055/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:29,  1.50it/s, loss=0.709, pair=0.007, adv=3.915, sprd=0.019]
Ep 055/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:29,  1.50it/s, loss=0.741, pair=0.008, adv=3.378, sprd=0.023]
Ep 055/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:49,  1.37it/s, loss=0.741, pair=0.008, adv=3.378, sprd=0.023]
Ep 055/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:49,  1.37it/s, loss=0.735, pair=0.001, adv=3.910, sprd=0.029]
Ep 055/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:37,  1.44it/s, loss=0.735, pair=0.001, adv=3.910, sprd=0.029]
Ep 055/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:37,  1.44it/s, loss=0.708, pair=0.006, adv=3.552, sprd=0.020]
Ep 055/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:44,  1.39it/s, loss=0.708, pair=0.006, adv=3.552, sprd=0.020]
Ep 055/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:44,  1.39it/s, loss=0.741, pair=0.006, adv=4.135, sprd=0.027]
Ep 055/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:33,  1.46it/s, loss=0.741, pair=0.006, adv=4.135, sprd=0.027]
Ep 055/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:33,  1.46it/s, loss=0.727, pair=0.001, adv=4.107, sprd=0.023]
Ep 055/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.727, pair=0.001, adv=4.107, sprd=0.023]
Ep 055/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.724, pair=0.006, adv=3.829, sprd=0.024]
Ep 055/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.724, pair=0.006, adv=3.829, sprd=0.024]
Ep 055/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.739, pair=0.003, adv=3.937, sprd=0.024]
Ep 055/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:36,  1.43it/s, loss=0.739, pair=0.003, adv=3.937, sprd=0.024]
Ep 055/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:36,  1.43it/s, loss=0.719, pair=0.005, adv=4.025, sprd=0.024]
Ep 055/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:26,  1.48it/s, loss=0.719, pair=0.005, adv=4.025, sprd=0.024]
Ep 055/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:26,  1.48it/s, loss=0.706, pair=0.006, adv=3.933, sprd=0.018]
Ep 055/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.42it/s, loss=0.706, pair=0.006, adv=3.933, sprd=0.018]
Ep 055/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.42it/s, loss=0.730, pair=0.005, adv=3.894, sprd=0.026]
Ep 055/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:26,  1.48it/s, loss=0.730, pair=0.005, adv=3.894, sprd=0.026]
Ep 055/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:26,  1.48it/s, loss=0.732, pair=0.006, adv=3.960, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:32,  1.43it/s, loss=0.732, pair=0.006, adv=3.960, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:32,  1.43it/s, loss=0.720, pair=0.007, adv=3.913, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:20,  1.51it/s, loss=0.720, pair=0.007, adv=3.913, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:20,  1.51it/s, loss=0.730, pair=0.001, adv=3.702, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:29,  1.44it/s, loss=0.730, pair=0.001, adv=3.702, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:29,  1.44it/s, loss=0.720, pair=0.003, adv=3.750, sprd=0.021]
Ep 055/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:17,  1.53it/s, loss=0.720, pair=0.003, adv=3.750, sprd=0.021]
Ep 055/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:17,  1.53it/s, loss=0.729, pair=0.004, adv=4.356, sprd=0.024]
Ep 055/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.44it/s, loss=0.729, pair=0.004, adv=4.356, sprd=0.024]
Ep 055/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.44it/s, loss=0.711, pair=0.003, adv=3.590, sprd=0.019]
Ep 055/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:15,  1.53it/s, loss=0.711, pair=0.003, adv=3.590, sprd=0.019]
Ep 055/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:15,  1.53it/s, loss=0.718, pair=0.005, adv=3.978, sprd=0.020]
Ep 055/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:24,  1.45it/s, loss=0.718, pair=0.005, adv=3.978, sprd=0.020]
Ep 055/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:24,  1.45it/s, loss=0.733, pair=0.007, adv=3.943, sprd=0.027]
Ep 055/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.733, pair=0.007, adv=3.943, sprd=0.027]
Ep 055/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.738, pair=0.005, adv=3.867, sprd=0.025]
Ep 055/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:25,  1.44it/s, loss=0.738, pair=0.005, adv=3.867, sprd=0.025]
Ep 055/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:25,  1.44it/s, loss=0.707, pair=0.000, adv=4.080, sprd=0.021]
Ep 055/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:12,  1.53it/s, loss=0.707, pair=0.000, adv=4.080, sprd=0.021]
Ep 055/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:12,  1.53it/s, loss=0.713, pair=0.000, adv=3.817, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:21,  1.46it/s, loss=0.713, pair=0.000, adv=3.817, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:21,  1.46it/s, loss=0.741, pair=0.007, adv=3.866, sprd=0.025]
Ep 055/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:13,  1.51it/s, loss=0.741, pair=0.007, adv=3.866, sprd=0.025]
Ep 055/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:13,  1.51it/s, loss=0.715, pair=0.000, adv=3.917, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:22,  1.44it/s, loss=0.715, pair=0.000, adv=3.917, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:22,  1.44it/s, loss=0.759, pair=0.003, adv=3.716, sprd=0.032]
Ep 055/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.759, pair=0.003, adv=3.716, sprd=0.032]
Ep 055/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.808, pair=0.000, adv=3.865, sprd=0.027]
Ep 055/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:23,  1.43it/s, loss=0.808, pair=0.000, adv=3.865, sprd=0.027]
Ep 055/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.43it/s, loss=0.752, pair=0.005, adv=3.825, sprd=0.029]
Ep 055/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.48it/s, loss=0.752, pair=0.005, adv=3.825, sprd=0.029]
Ep 055/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.48it/s, loss=0.737, pair=0.001, adv=4.013, sprd=0.025]
Ep 055/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:31,  1.36it/s, loss=0.737, pair=0.001, adv=4.013, sprd=0.025]
Ep 055/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:31,  1.36it/s, loss=0.714, pair=0.001, adv=3.804, sprd=0.020]
Ep 055/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:17,  1.45it/s, loss=0.714, pair=0.001, adv=3.804, sprd=0.020]
Ep 055/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:17,  1.45it/s, loss=0.734, pair=0.000, adv=3.878, sprd=0.027]
Ep 055/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:24,  1.40it/s, loss=0.734, pair=0.000, adv=3.878, sprd=0.027]
Ep 055/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:24,  1.40it/s, loss=0.710, pair=0.003, adv=3.831, sprd=0.020]
Ep 055/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.710, pair=0.003, adv=3.831, sprd=0.020]
Ep 055/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:14,  1.47it/s, loss=0.733, pair=0.000, adv=4.020, sprd=0.025]
Ep 055/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:23,  1.40it/s, loss=0.733, pair=0.000, adv=4.020, sprd=0.025]
Ep 055/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:23,  1.40it/s, loss=0.703, pair=0.000, adv=3.910, sprd=0.018]
Ep 055/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:09,  1.49it/s, loss=0.703, pair=0.000, adv=3.910, sprd=0.018]
Ep 055/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:09,  1.49it/s, loss=0.740, pair=0.005, adv=3.625, sprd=0.026]
Ep 055/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:19,  1.42it/s, loss=0.740, pair=0.005, adv=3.625, sprd=0.026]
Ep 055/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:19,  1.42it/s, loss=0.759, pair=0.005, adv=3.697, sprd=0.031]
Ep 055/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:11,  1.46it/s, loss=0.759, pair=0.005, adv=3.697, sprd=0.031]
Ep 055/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:11,  1.46it/s, loss=0.727, pair=0.002, adv=4.049, sprd=0.024]
Ep 055/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:18,  1.41it/s, loss=0.727, pair=0.002, adv=4.049, sprd=0.024]
Ep 055/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:18,  1.41it/s, loss=0.734, pair=0.004, adv=3.929, sprd=0.028]
Ep 055/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:09,  1.47it/s, loss=0.734, pair=0.004, adv=3.929, sprd=0.028]
Ep 055/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:09,  1.47it/s, loss=0.722, pair=0.000, adv=3.650, sprd=0.020]
Ep 055/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:20,  1.39it/s, loss=0.722, pair=0.000, adv=3.650, sprd=0.020]
Ep 055/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:20,  1.39it/s, loss=0.730, pair=0.001, adv=3.866, sprd=0.025]
Ep 055/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:07,  1.48it/s, loss=0.730, pair=0.001, adv=3.866, sprd=0.025]
Ep 055/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:07,  1.48it/s, loss=0.732, pair=0.003, adv=3.814, sprd=0.026]
Ep 055/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:16,  1.40it/s, loss=0.732, pair=0.003, adv=3.814, sprd=0.026]
Ep 055/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:16,  1.40it/s, loss=0.725, pair=0.003, adv=4.006, sprd=0.023]
Ep 055/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:07,  1.46it/s, loss=0.725, pair=0.003, adv=4.006, sprd=0.023]
Ep 055/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:07,  1.46it/s, loss=0.757, pair=0.007, adv=4.103, sprd=0.029]
Ep 055/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:16,  1.40it/s, loss=0.757, pair=0.007, adv=4.103, sprd=0.029]
Ep 055/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:16,  1.40it/s, loss=0.722, pair=0.000, adv=3.885, sprd=0.023]
Ep 055/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.46it/s, loss=0.722, pair=0.000, adv=3.885, sprd=0.023]
Ep 055/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.46it/s, loss=0.732, pair=0.000, adv=3.766, sprd=0.025]
Ep 055/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.41it/s, loss=0.732, pair=0.000, adv=3.766, sprd=0.025]
Ep 055/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:12,  1.41it/s, loss=0.717, pair=0.000, adv=3.672, sprd=0.018]
Ep 055/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:01,  1.50it/s, loss=0.717, pair=0.000, adv=3.672, sprd=0.018]
Ep 055/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:01,  1.50it/s, loss=0.726, pair=0.000, adv=4.141, sprd=0.024]
Ep 055/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:08,  1.44it/s, loss=0.726, pair=0.000, adv=4.141, sprd=0.024]
Ep 055/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.44it/s, loss=0.694, pair=0.001, adv=3.572, sprd=0.015]
Ep 055/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:57,  1.52it/s, loss=0.694, pair=0.001, adv=3.572, sprd=0.015]
Ep 055/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:57,  1.52it/s, loss=0.786, pair=0.000, adv=4.161, sprd=0.021]
Ep 055/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.45it/s, loss=0.786, pair=0.000, adv=4.161, sprd=0.021]
Ep 055/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.45it/s, loss=0.747, pair=0.000, adv=3.738, sprd=0.028]
Ep 055/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.50it/s, loss=0.747, pair=0.000, adv=3.738, sprd=0.028]
Ep 055/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.50it/s, loss=0.706, pair=0.000, adv=3.929, sprd=0.018]
Ep 055/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:02,  1.45it/s, loss=0.706, pair=0.000, adv=3.929, sprd=0.018]
Ep 055/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:02,  1.45it/s, loss=0.705, pair=0.000, adv=3.723, sprd=0.021]
Ep 055/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:54,  1.52it/s, loss=0.705, pair=0.000, adv=3.723, sprd=0.021]
Ep 055/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:54,  1.52it/s, loss=0.790, pair=0.001, adv=3.634, sprd=0.023]
Ep 055/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:00,  1.46it/s, loss=0.790, pair=0.001, adv=3.634, sprd=0.023]
Ep 055/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:00,  1.46it/s, loss=0.725, pair=0.000, adv=4.013, sprd=0.026]
Ep 055/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:52,  1.52it/s, loss=0.725, pair=0.000, adv=4.013, sprd=0.026]
Ep 055/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:52,  1.52it/s, loss=0.786, pair=0.000, adv=3.600, sprd=0.021]
Ep 055/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:59,  1.46it/s, loss=0.786, pair=0.000, adv=3.600, sprd=0.021]
Ep 055/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:59,  1.46it/s, loss=0.734, pair=0.000, adv=3.896, sprd=0.027]
Ep 055/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:52,  1.52it/s, loss=0.734, pair=0.000, adv=3.896, sprd=0.027]
Ep 055/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:52,  1.52it/s, loss=0.723, pair=0.003, adv=3.523, sprd=0.020]
Ep 055/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:04,  1.41it/s, loss=0.723, pair=0.003, adv=3.523, sprd=0.020]
Ep 055/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:04,  1.41it/s, loss=0.691, pair=0.005, adv=3.788, sprd=0.014]
Ep 055/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:51,  1.51it/s, loss=0.691, pair=0.005, adv=3.788, sprd=0.014]
Ep 055/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:51,  1.51it/s, loss=0.716, pair=0.000, adv=3.995, sprd=0.021]
Ep 055/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.716, pair=0.000, adv=3.995, sprd=0.021]
Ep 055/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.728, pair=0.002, adv=3.668, sprd=0.025]
Ep 055/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.728, pair=0.002, adv=3.668, sprd=0.025]
Ep 055/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.726, pair=0.001, adv=3.584, sprd=0.023]
Ep 055/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.726, pair=0.001, adv=3.584, sprd=0.023]
Ep 055/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.729, pair=0.000, adv=3.976, sprd=0.025]
Ep 055/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:47,  1.53it/s, loss=0.729, pair=0.000, adv=3.976, sprd=0.025]
Ep 055/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:47,  1.53it/s, loss=0.723, pair=0.000, adv=3.724, sprd=0.021]
Ep 055/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.723, pair=0.000, adv=3.724, sprd=0.021]
Ep 055/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:56,  1.44it/s, loss=0.730, pair=0.000, adv=4.131, sprd=0.025]
Ep 055/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.730, pair=0.000, adv=4.131, sprd=0.025]
Ep 055/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:48,  1.50it/s, loss=0.703, pair=0.001, adv=3.764, sprd=0.018]
Ep 055/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.703, pair=0.001, adv=3.764, sprd=0.018]
Ep 055/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.732, pair=0.002, adv=3.935, sprd=0.026]
Ep 055/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:51,  1.47it/s, loss=0.732, pair=0.002, adv=3.935, sprd=0.026]
Ep 055/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:51,  1.47it/s, loss=0.717, pair=0.001, adv=4.019, sprd=0.021]
Ep 055/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:57,  1.41it/s, loss=0.717, pair=0.001, adv=4.019, sprd=0.021]
Ep 055/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:57,  1.41it/s, loss=0.722, pair=0.000, adv=4.086, sprd=0.024]
Ep 055/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.49it/s, loss=0.722, pair=0.000, adv=4.086, sprd=0.024]
Ep 055/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.49it/s, loss=0.733, pair=0.000, adv=3.577, sprd=0.025]
Ep 055/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:56,  1.41it/s, loss=0.733, pair=0.000, adv=3.577, sprd=0.025]
Ep 055/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:56,  1.41it/s, loss=0.741, pair=0.001, adv=3.774, sprd=0.026]
Ep 055/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.741, pair=0.001, adv=3.774, sprd=0.026]
Ep 055/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:46,  1.48it/s, loss=0.767, pair=0.005, adv=3.868, sprd=0.033]
Ep 055/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:56,  1.40it/s, loss=0.767, pair=0.005, adv=3.868, sprd=0.033]
Ep 055/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:56,  1.40it/s, loss=0.721, pair=0.002, adv=3.831, sprd=0.023]
Ep 055/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:44,  1.49it/s, loss=0.721, pair=0.002, adv=3.831, sprd=0.023]
Ep 055/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.696, pair=0.002, adv=3.808, sprd=0.017]
Ep 055/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.696, pair=0.002, adv=3.808, sprd=0.017]
Ep 055/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:50,  1.43it/s, loss=0.747, pair=0.003, adv=3.853, sprd=0.030]
Ep 055/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.747, pair=0.003, adv=3.853, sprd=0.030]
Ep 055/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:43,  1.49it/s, loss=0.750, pair=0.000, adv=3.684, sprd=0.030]
Ep 055/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:50,  1.42it/s, loss=0.750, pair=0.000, adv=3.684, sprd=0.030]
Ep 055/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:50,  1.42it/s, loss=0.718, pair=0.001, adv=3.967, sprd=0.020]
Ep 055/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.50it/s, loss=0.718, pair=0.001, adv=3.967, sprd=0.020]
Ep 055/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:40,  1.50it/s, loss=0.727, pair=0.004, adv=3.901, sprd=0.024]
Ep 055/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.727, pair=0.004, adv=3.901, sprd=0.024]
Ep 055/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.729, pair=0.000, adv=3.760, sprd=0.024]
Ep 055/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:37,  1.51it/s, loss=0.729, pair=0.000, adv=3.760, sprd=0.024]
Ep 055/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:37,  1.51it/s, loss=0.743, pair=0.000, adv=3.875, sprd=0.028]
Ep 055/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.743, pair=0.000, adv=3.875, sprd=0.028]
Ep 055/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.724, pair=0.004, adv=3.757, sprd=0.024]
Ep 055/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.52it/s, loss=0.724, pair=0.004, adv=3.757, sprd=0.024]
Ep 055/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:36,  1.52it/s, loss=0.710, pair=0.008, adv=3.749, sprd=0.018]
Ep 055/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.44it/s, loss=0.710, pair=0.008, adv=3.749, sprd=0.018]
Ep 055/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.44it/s, loss=0.720, pair=0.005, adv=3.867, sprd=0.022]
Ep 055/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.51it/s, loss=0.720, pair=0.005, adv=3.867, sprd=0.022]
Ep 055/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.51it/s, loss=0.731, pair=0.001, adv=3.809, sprd=0.025]
Ep 055/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:44,  1.43it/s, loss=0.731, pair=0.001, adv=3.809, sprd=0.025]
Ep 055/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:44,  1.43it/s, loss=0.720, pair=0.001, adv=3.497, sprd=0.019]
Ep 055/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.720, pair=0.001, adv=3.497, sprd=0.019]
Ep 055/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.728, pair=0.004, adv=3.701, sprd=0.024]
Ep 055/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:42,  1.43it/s, loss=0.728, pair=0.004, adv=3.701, sprd=0.024]
Ep 055/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.712, pair=0.002, adv=3.973, sprd=0.021]
Ep 055/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.51it/s, loss=0.712, pair=0.002, adv=3.973, sprd=0.021]
Ep 055/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:32,  1.51it/s, loss=0.709, pair=0.001, adv=3.728, sprd=0.017]
Ep 055/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.709, pair=0.001, adv=3.728, sprd=0.017]
Ep 055/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.727, pair=0.002, adv=4.082, sprd=0.024]
Ep 055/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.51it/s, loss=0.727, pair=0.002, adv=4.082, sprd=0.024]
Ep 055/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.51it/s, loss=0.726, pair=0.002, adv=3.773, sprd=0.025]
Ep 055/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:39,  1.43it/s, loss=0.726, pair=0.002, adv=3.773, sprd=0.025]
Ep 055/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:39,  1.43it/s, loss=0.711, pair=0.001, adv=3.955, sprd=0.021]
Ep 055/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.711, pair=0.001, adv=3.955, sprd=0.021]
Ep 055/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.791, pair=0.002, adv=3.636, sprd=0.024]
Ep 055/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:36,  1.44it/s, loss=0.791, pair=0.002, adv=3.636, sprd=0.024]
Ep 055/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:36,  1.44it/s, loss=0.726, pair=0.006, adv=3.667, sprd=0.026]
Ep 055/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.52it/s, loss=0.726, pair=0.006, adv=3.667, sprd=0.026]
Ep 055/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:27,  1.52it/s, loss=0.711, pair=0.003, adv=3.887, sprd=0.021]
Ep 055/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.711, pair=0.003, adv=3.887, sprd=0.021]
Ep 055/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.732, pair=0.005, adv=4.146, sprd=0.026]
Ep 055/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.50it/s, loss=0.732, pair=0.005, adv=4.146, sprd=0.026]
Ep 055/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.808, pair=0.003, adv=4.018, sprd=0.026]
Ep 055/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.808, pair=0.003, adv=4.018, sprd=0.026]
Ep 055/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.713, pair=0.001, adv=3.994, sprd=0.022]
Ep 055/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.49it/s, loss=0.713, pair=0.001, adv=3.994, sprd=0.022]
Ep 055/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.49it/s, loss=0.716, pair=0.005, adv=3.727, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.45it/s, loss=0.716, pair=0.005, adv=3.727, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.45it/s, loss=0.713, pair=0.001, adv=4.049, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.51it/s, loss=0.713, pair=0.001, adv=4.049, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.51it/s, loss=0.729, pair=0.001, adv=4.217, sprd=0.023]
Ep 055/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:36,  1.39it/s, loss=0.729, pair=0.001, adv=4.217, sprd=0.023]
Ep 055/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:36,  1.39it/s, loss=0.722, pair=0.000, adv=3.654, sprd=0.020]
Ep 055/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:28,  1.46it/s, loss=0.722, pair=0.000, adv=3.654, sprd=0.020]
Ep 055/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:28,  1.46it/s, loss=0.746, pair=0.003, adv=3.988, sprd=0.028]
Ep 055/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:33,  1.41it/s, loss=0.746, pair=0.003, adv=3.988, sprd=0.028]
Ep 055/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:33,  1.41it/s, loss=0.716, pair=0.000, adv=3.869, sprd=0.021]
Ep 055/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.48it/s, loss=0.716, pair=0.000, adv=3.869, sprd=0.021]
Ep 055/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.48it/s, loss=0.713, pair=0.002, adv=3.870, sprd=0.022]
Ep 055/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:29,  1.43it/s, loss=0.713, pair=0.002, adv=3.870, sprd=0.022]
Ep 055/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:29,  1.43it/s, loss=0.748, pair=0.008, adv=3.904, sprd=0.030]
Ep 055/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:24,  1.48it/s, loss=0.748, pair=0.008, adv=3.904, sprd=0.030]
Ep 055/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:24,  1.48it/s, loss=0.741, pair=0.002, adv=4.020, sprd=0.025]
Ep 055/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:32,  1.39it/s, loss=0.741, pair=0.002, adv=4.020, sprd=0.025]
Ep 055/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:32,  1.39it/s, loss=0.727, pair=0.004, adv=3.978, sprd=0.023]
Ep 055/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.727, pair=0.004, adv=3.978, sprd=0.023]
Ep 055/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.723, pair=0.004, adv=3.881, sprd=0.021]
Ep 055/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:31,  1.38it/s, loss=0.723, pair=0.004, adv=3.881, sprd=0.021]
Ep 055/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.38it/s, loss=0.724, pair=0.003, adv=3.897, sprd=0.024]
Ep 055/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:23,  1.46it/s, loss=0.724, pair=0.003, adv=3.897, sprd=0.024]
Ep 055/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:23,  1.46it/s, loss=0.743, pair=0.004, adv=3.989, sprd=0.026]
Ep 055/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:28,  1.40it/s, loss=0.743, pair=0.004, adv=3.989, sprd=0.026]
Ep 055/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:28,  1.40it/s, loss=0.731, pair=0.003, adv=3.819, sprd=0.025]
Ep 055/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:21,  1.46it/s, loss=0.731, pair=0.003, adv=3.819, sprd=0.025]
Ep 055/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:21,  1.46it/s, loss=0.711, pair=0.001, adv=3.933, sprd=0.020]
Ep 055/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:24,  1.42it/s, loss=0.711, pair=0.001, adv=3.933, sprd=0.020]
Ep 055/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:24,  1.42it/s, loss=0.737, pair=0.004, adv=3.655, sprd=0.024]
Ep 055/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.48it/s, loss=0.737, pair=0.004, adv=3.655, sprd=0.024]
Ep 055/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:18,  1.48it/s, loss=0.722, pair=0.003, adv=3.412, sprd=0.021]
Ep 055/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.722, pair=0.003, adv=3.412, sprd=0.021]
Ep 055/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.729, pair=0.005, adv=3.959, sprd=0.023]
Ep 055/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.49it/s, loss=0.729, pair=0.005, adv=3.959, sprd=0.023]
Ep 055/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.741, pair=0.000, adv=3.773, sprd=0.028]
Ep 055/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.41it/s, loss=0.741, pair=0.000, adv=3.773, sprd=0.028]
Ep 055/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:23,  1.41it/s, loss=0.719, pair=0.006, adv=3.735, sprd=0.021]
Ep 055/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.719, pair=0.006, adv=3.735, sprd=0.021]
Ep 055/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.717, pair=0.005, adv=3.749, sprd=0.021]
Ep 055/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:18,  1.44it/s, loss=0.717, pair=0.005, adv=3.749, sprd=0.021]
Ep 055/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:18,  1.44it/s, loss=0.721, pair=0.005, adv=3.470, sprd=0.020]
Ep 055/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:09,  1.54it/s, loss=0.721, pair=0.005, adv=3.470, sprd=0.020]
Ep 055/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:09,  1.54it/s, loss=0.711, pair=0.003, adv=4.176, sprd=0.017]
Ep 055/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.46it/s, loss=0.711, pair=0.003, adv=4.176, sprd=0.017]
Ep 055/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.46it/s, loss=0.723, pair=0.003, adv=3.859, sprd=0.023]
Ep 055/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:10,  1.51it/s, loss=0.723, pair=0.003, adv=3.859, sprd=0.023]
Ep 055/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:10,  1.51it/s, loss=0.710, pair=0.000, adv=4.126, sprd=0.021]
Ep 055/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.45it/s, loss=0.710, pair=0.000, adv=4.126, sprd=0.021]
Ep 055/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.45it/s, loss=0.715, pair=0.000, adv=3.816, sprd=0.024]
Ep 055/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.715, pair=0.000, adv=3.816, sprd=0.024]
Ep 055/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.750, pair=0.015, adv=3.811, sprd=0.025]
Ep 055/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:17,  1.41it/s, loss=0.750, pair=0.015, adv=3.811, sprd=0.025]
Ep 055/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:17,  1.41it/s, loss=0.720, pair=0.003, adv=3.926, sprd=0.023]
Ep 055/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.51it/s, loss=0.720, pair=0.003, adv=3.926, sprd=0.023]
Ep 055/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:08,  1.51it/s, loss=0.731, pair=0.006, adv=3.787, sprd=0.022]
Ep 055/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:20,  1.37it/s, loss=0.731, pair=0.006, adv=3.787, sprd=0.022]
Ep 055/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:20,  1.37it/s, loss=0.737, pair=0.014, adv=3.900, sprd=0.026]
Ep 055/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:11,  1.46it/s, loss=0.737, pair=0.014, adv=3.900, sprd=0.026]
Ep 055/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:11,  1.46it/s, loss=0.732, pair=0.006, adv=3.820, sprd=0.024]
Ep 055/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:14,  1.41it/s, loss=0.732, pair=0.006, adv=3.820, sprd=0.024]
Ep 055/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.729, pair=0.004, adv=3.775, sprd=0.022]
Ep 055/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.48it/s, loss=0.729, pair=0.004, adv=3.775, sprd=0.022]
Ep 055/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:07,  1.48it/s, loss=0.729, pair=0.001, adv=3.633, sprd=0.025]
Ep 055/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.729, pair=0.001, adv=3.633, sprd=0.025]
Ep 055/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.712, pair=0.002, adv=3.657, sprd=0.020]
Ep 055/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.712, pair=0.002, adv=3.657, sprd=0.020]
Ep 055/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:04,  1.50it/s, loss=0.715, pair=0.001, adv=3.599, sprd=0.019]
Ep 055/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.715, pair=0.001, adv=3.599, sprd=0.019]
Ep 055/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.712, pair=0.004, adv=3.646, sprd=0.018]
Ep 055/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:00,  1.53it/s, loss=0.712, pair=0.004, adv=3.646, sprd=0.018]
Ep 055/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:00,  1.53it/s, loss=0.725, pair=0.007, adv=3.642, sprd=0.022]
Ep 055/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.46it/s, loss=0.725, pair=0.007, adv=3.642, sprd=0.022]
Ep 055/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:06,  1.46it/s, loss=0.733, pair=0.005, adv=3.833, sprd=0.027]
Ep 055/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.52it/s, loss=0.733, pair=0.005, adv=3.833, sprd=0.027]
Ep 055/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:00,  1.52it/s, loss=0.713, pair=0.002, adv=3.471, sprd=0.020]
Ep 055/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.44it/s, loss=0.713, pair=0.002, adv=3.471, sprd=0.020]
Ep 055/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.44it/s, loss=0.737, pair=0.001, adv=3.694, sprd=0.025]
Ep 055/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.51it/s, loss=0.737, pair=0.001, adv=3.694, sprd=0.025]
Ep 055/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.51it/s, loss=0.749, pair=0.000, adv=3.657, sprd=0.029]
Ep 055/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:09,  1.39it/s, loss=0.749, pair=0.000, adv=3.657, sprd=0.029]
Ep 055/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:09,  1.39it/s, loss=0.709, pair=0.005, adv=3.700, sprd=0.017]
Ep 055/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.48it/s, loss=0.709, pair=0.005, adv=3.700, sprd=0.017]
Ep 055/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.48it/s, loss=0.739, pair=0.002, adv=3.945, sprd=0.026]
Ep 055/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:05,  1.41it/s, loss=0.739, pair=0.002, adv=3.945, sprd=0.026]
Ep 055/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:05,  1.41it/s, loss=0.708, pair=0.005, adv=3.701, sprd=0.020]
Ep 055/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.708, pair=0.005, adv=3.701, sprd=0.020]
Ep 055/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.719, pair=0.007, adv=3.802, sprd=0.020]
Ep 055/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.719, pair=0.007, adv=3.802, sprd=0.020]
Ep 055/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.718, pair=0.004, adv=3.934, sprd=0.023]
Ep 055/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.48it/s, loss=0.718, pair=0.004, adv=3.934, sprd=0.023]
Ep 055/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.48it/s, loss=0.744, pair=0.006, adv=3.754, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.744, pair=0.006, adv=3.754, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.43it/s, loss=0.732, pair=0.002, adv=4.037, sprd=0.025]
Ep 055/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.48it/s, loss=0.732, pair=0.002, adv=4.037, sprd=0.025]
Ep 055/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.48it/s, loss=0.748, pair=0.004, adv=3.714, sprd=0.027]
Ep 055/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.43it/s, loss=0.748, pair=0.004, adv=3.714, sprd=0.027]
Ep 055/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.739, pair=0.004, adv=3.983, sprd=0.026]
Ep 055/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.739, pair=0.004, adv=3.983, sprd=0.026]
Ep 055/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.49it/s, loss=0.725, pair=0.003, adv=3.558, sprd=0.020]
Ep 055/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:02,  1.38it/s, loss=0.725, pair=0.003, adv=3.558, sprd=0.020]
Ep 055/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:02,  1.38it/s, loss=0.725, pair=0.001, adv=3.929, sprd=0.023]
Ep 055/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:56,  1.45it/s, loss=0.725, pair=0.001, adv=3.929, sprd=0.023]
Ep 055/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:56,  1.45it/s, loss=0.730, pair=0.002, adv=3.639, sprd=0.023]
Ep 055/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<02:04,  1.35it/s, loss=0.730, pair=0.002, adv=3.639, sprd=0.023]
Ep 055/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:04,  1.35it/s, loss=0.725, pair=0.004, adv=3.811, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:56,  1.43it/s, loss=0.725, pair=0.004, adv=3.811, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:56,  1.43it/s, loss=0.789, pair=0.001, adv=3.836, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:58,  1.40it/s, loss=0.789, pair=0.001, adv=3.836, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:58,  1.40it/s, loss=0.735, pair=0.004, adv=3.927, sprd=0.025]
Ep 055/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.46it/s, loss=0.735, pair=0.004, adv=3.927, sprd=0.025]
Ep 055/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.46it/s, loss=0.749, pair=0.000, adv=4.009, sprd=0.028]
Ep 055/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.40it/s, loss=0.749, pair=0.000, adv=4.009, sprd=0.028]
Ep 055/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.40it/s, loss=0.719, pair=0.006, adv=4.033, sprd=0.020]
Ep 055/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:50,  1.48it/s, loss=0.719, pair=0.006, adv=4.033, sprd=0.020]
Ep 055/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:50,  1.48it/s, loss=0.708, pair=0.001, adv=3.904, sprd=0.018]
Ep 055/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.43it/s, loss=0.708, pair=0.001, adv=3.904, sprd=0.018]
Ep 055/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.735, pair=0.000, adv=3.677, sprd=0.026]
Ep 055/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.735, pair=0.000, adv=3.677, sprd=0.026]
Ep 055/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.49it/s, loss=0.786, pair=0.004, adv=3.548, sprd=0.021]
Ep 055/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.786, pair=0.004, adv=3.548, sprd=0.021]
Ep 055/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.732, pair=0.004, adv=3.931, sprd=0.024]
Ep 055/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.50it/s, loss=0.732, pair=0.004, adv=3.931, sprd=0.024]
Ep 055/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.722, pair=0.001, adv=3.883, sprd=0.021]
Ep 055/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.722, pair=0.001, adv=3.883, sprd=0.021]
Ep 055/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.716, pair=0.002, adv=3.731, sprd=0.020]
Ep 055/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.716, pair=0.002, adv=3.731, sprd=0.020]
Ep 055/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:44,  1.50it/s, loss=0.742, pair=0.001, adv=3.713, sprd=0.024]
Ep 055/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:53,  1.38it/s, loss=0.742, pair=0.001, adv=3.713, sprd=0.024]
Ep 055/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:53,  1.38it/s, loss=0.741, pair=0.000, adv=3.737, sprd=0.028]
Ep 055/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:47,  1.44it/s, loss=0.741, pair=0.000, adv=3.737, sprd=0.028]
Ep 055/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:47,  1.44it/s, loss=0.730, pair=0.001, adv=3.537, sprd=0.024]
Ep 055/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.40it/s, loss=0.730, pair=0.001, adv=3.537, sprd=0.024]
Ep 055/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:49,  1.40it/s, loss=0.745, pair=0.006, adv=3.653, sprd=0.025]
Ep 055/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.47it/s, loss=0.745, pair=0.006, adv=3.653, sprd=0.025]
Ep 055/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:43,  1.47it/s, loss=0.742, pair=0.000, adv=3.850, sprd=0.028]
Ep 055/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:51,  1.37it/s, loss=0.742, pair=0.000, adv=3.850, sprd=0.028]
Ep 055/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:51,  1.37it/s, loss=0.729, pair=0.009, adv=3.925, sprd=0.023]
Ep 055/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.729, pair=0.009, adv=3.925, sprd=0.023]
Ep 055/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:43,  1.46it/s, loss=0.720, pair=0.003, adv=3.553, sprd=0.021]
Ep 055/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.720, pair=0.003, adv=3.553, sprd=0.021]
Ep 055/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.724, pair=0.005, adv=3.628, sprd=0.024]
Ep 055/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.724, pair=0.005, adv=3.628, sprd=0.024]
Ep 055/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.49it/s, loss=0.793, pair=0.001, adv=3.540, sprd=0.021]
Ep 055/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.793, pair=0.001, adv=3.540, sprd=0.021]
Ep 055/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:41,  1.45it/s, loss=0.727, pair=0.002, adv=3.912, sprd=0.024]
Ep 055/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.727, pair=0.002, adv=3.912, sprd=0.024]
Ep 055/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:38,  1.49it/s, loss=0.739, pair=0.000, adv=4.082, sprd=0.026]
Ep 055/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.739, pair=0.000, adv=4.082, sprd=0.026]
Ep 055/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.703, pair=0.005, adv=3.840, sprd=0.017]
Ep 055/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:34,  1.54it/s, loss=0.703, pair=0.005, adv=3.840, sprd=0.017]
Ep 055/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:34,  1.54it/s, loss=0.797, pair=0.001, adv=3.533, sprd=0.024]
Ep 055/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.48it/s, loss=0.797, pair=0.001, adv=3.533, sprd=0.024]
Ep 055/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.48it/s, loss=0.721, pair=0.002, adv=3.651, sprd=0.021]
Ep 055/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:32,  1.54it/s, loss=0.721, pair=0.002, adv=3.651, sprd=0.021]
Ep 055/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:32,  1.54it/s, loss=0.723, pair=0.000, adv=3.887, sprd=0.020]
Ep 055/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.723, pair=0.000, adv=3.887, sprd=0.020]
Ep 055/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.709, pair=0.000, adv=3.417, sprd=0.018]
Ep 055/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:33,  1.51it/s, loss=0.709, pair=0.000, adv=3.417, sprd=0.018]
Ep 055/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:33,  1.51it/s, loss=0.721, pair=0.000, adv=3.921, sprd=0.023]
Ep 055/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.721, pair=0.000, adv=3.921, sprd=0.023]
Ep 055/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.715, pair=0.000, adv=3.698, sprd=0.020]
Ep 055/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.51it/s, loss=0.715, pair=0.000, adv=3.698, sprd=0.020]
Ep 055/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.51it/s, loss=0.701, pair=0.015, adv=3.269, sprd=0.017]
Ep 055/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:37,  1.41it/s, loss=0.701, pair=0.015, adv=3.269, sprd=0.017]
Ep 055/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:37,  1.41it/s, loss=0.735, pair=0.001, adv=3.784, sprd=0.027]
Ep 055/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.735, pair=0.001, adv=3.784, sprd=0.027]
Ep 055/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.718, pair=0.001, adv=3.653, sprd=0.020]
Ep 055/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.44it/s, loss=0.718, pair=0.001, adv=3.653, sprd=0.020]
Ep 055/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.44it/s, loss=0.723, pair=0.000, adv=3.910, sprd=0.026]
Ep 055/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.53it/s, loss=0.723, pair=0.000, adv=3.910, sprd=0.026]
Ep 055/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:28,  1.53it/s, loss=0.722, pair=0.001, adv=3.529, sprd=0.021]
Ep 055/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.45it/s, loss=0.722, pair=0.001, adv=3.529, sprd=0.021]
Ep 055/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.45it/s, loss=0.716, pair=0.000, adv=3.837, sprd=0.022]
Ep 055/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.52it/s, loss=0.716, pair=0.000, adv=3.837, sprd=0.022]
Ep 055/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.52it/s, loss=0.726, pair=0.000, adv=3.858, sprd=0.025]
Ep 055/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.726, pair=0.000, adv=3.858, sprd=0.025]
Ep 055/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:31,  1.44it/s, loss=0.715, pair=0.002, adv=3.565, sprd=0.021]
Ep 055/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.52it/s, loss=0.715, pair=0.002, adv=3.565, sprd=0.021]
Ep 055/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.52it/s, loss=0.745, pair=0.008, adv=3.613, sprd=0.026]
Ep 055/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:31,  1.42it/s, loss=0.745, pair=0.008, adv=3.613, sprd=0.026]
Ep 055/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:31,  1.42it/s, loss=0.738, pair=0.000, adv=3.672, sprd=0.026]
Ep 055/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:27,  1.48it/s, loss=0.738, pair=0.000, adv=3.672, sprd=0.026]
Ep 055/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.48it/s, loss=0.720, pair=0.005, adv=3.701, sprd=0.021]
Ep 055/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.720, pair=0.005, adv=3.701, sprd=0.021]
Ep 055/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.716, pair=0.006, adv=3.575, sprd=0.019]
Ep 055/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.51it/s, loss=0.716, pair=0.006, adv=3.575, sprd=0.019]
Ep 055/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.51it/s, loss=0.717, pair=0.001, adv=3.827, sprd=0.020]
Ep 055/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.717, pair=0.001, adv=3.827, sprd=0.020]
Ep 055/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.42it/s, loss=0.712, pair=0.005, adv=3.668, sprd=0.018]
Ep 055/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.712, pair=0.005, adv=3.668, sprd=0.018]
Ep 055/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.723, pair=0.003, adv=3.783, sprd=0.020]
Ep 055/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:26,  1.43it/s, loss=0.723, pair=0.003, adv=3.783, sprd=0.020]
Ep 055/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.729, pair=0.006, adv=3.815, sprd=0.022]
Ep 055/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.729, pair=0.006, adv=3.815, sprd=0.022]
Ep 055/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.734, pair=0.005, adv=3.834, sprd=0.025]
Ep 055/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.734, pair=0.005, adv=3.834, sprd=0.025]
Ep 055/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.724, pair=0.003, adv=3.744, sprd=0.024]
Ep 055/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.724, pair=0.003, adv=3.744, sprd=0.024]
Ep 055/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.744, pair=0.000, adv=3.806, sprd=0.028]
Ep 055/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.41it/s, loss=0.744, pair=0.000, adv=3.806, sprd=0.028]
Ep 055/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.41it/s, loss=0.721, pair=0.009, adv=3.979, sprd=0.023]
Ep 055/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.721, pair=0.009, adv=3.979, sprd=0.023]
Ep 055/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:20,  1.48it/s, loss=0.735, pair=0.008, adv=3.677, sprd=0.022]
Ep 055/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:26,  1.37it/s, loss=0.735, pair=0.008, adv=3.677, sprd=0.022]
Ep 055/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:26,  1.37it/s, loss=0.726, pair=0.003, adv=3.503, sprd=0.021]
Ep 055/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:20,  1.45it/s, loss=0.726, pair=0.003, adv=3.503, sprd=0.021]
Ep 055/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:20,  1.45it/s, loss=0.721, pair=0.003, adv=3.504, sprd=0.020]
Ep 055/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.721, pair=0.003, adv=3.504, sprd=0.020]
Ep 055/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:21,  1.43it/s, loss=0.726, pair=0.003, adv=3.768, sprd=0.022]
Ep 055/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.726, pair=0.003, adv=3.768, sprd=0.022]
Ep 055/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.706, pair=0.003, adv=3.631, sprd=0.018]
Ep 055/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.45it/s, loss=0.706, pair=0.003, adv=3.631, sprd=0.018]
Ep 055/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.45it/s, loss=0.718, pair=0.005, adv=3.864, sprd=0.021]
Ep 055/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.718, pair=0.005, adv=3.864, sprd=0.021]
Ep 055/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:14,  1.51it/s, loss=0.731, pair=0.002, adv=3.880, sprd=0.024]
Ep 055/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.731, pair=0.002, adv=3.880, sprd=0.024]
Ep 055/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.704, pair=0.002, adv=3.837, sprd=0.017]
Ep 055/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:12,  1.53it/s, loss=0.704, pair=0.002, adv=3.837, sprd=0.017]
Ep 055/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:12,  1.53it/s, loss=0.727, pair=0.003, adv=3.841, sprd=0.023]
Ep 055/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:14,  1.48it/s, loss=0.727, pair=0.003, adv=3.841, sprd=0.023]
Ep 055/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:14,  1.48it/s, loss=0.712, pair=0.001, adv=3.539, sprd=0.021]
Ep 055/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:10,  1.55it/s, loss=0.712, pair=0.001, adv=3.539, sprd=0.021]
Ep 055/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:10,  1.55it/s, loss=0.737, pair=0.004, adv=3.692, sprd=0.027]
Ep 055/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:13,  1.47it/s, loss=0.737, pair=0.004, adv=3.692, sprd=0.027]
Ep 055/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:13,  1.47it/s, loss=0.724, pair=0.002, adv=3.811, sprd=0.023]
Ep 055/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:10,  1.53it/s, loss=0.724, pair=0.002, adv=3.811, sprd=0.023]
Ep 055/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:10,  1.53it/s, loss=0.750, pair=0.008, adv=3.579, sprd=0.029]
Ep 055/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.45it/s, loss=0.750, pair=0.008, adv=3.579, sprd=0.029]
Ep 055/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.45it/s, loss=0.707, pair=0.001, adv=3.832, sprd=0.017]
Ep 055/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:08,  1.54it/s, loss=0.707, pair=0.001, adv=3.832, sprd=0.017]
Ep 055/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:08,  1.54it/s, loss=0.740, pair=0.003, adv=4.171, sprd=0.024]
Ep 055/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.740, pair=0.003, adv=4.171, sprd=0.024]
Ep 055/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.742, pair=0.001, adv=3.815, sprd=0.029]
Ep 055/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.47it/s, loss=0.742, pair=0.001, adv=3.815, sprd=0.029]
Ep 055/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.47it/s, loss=0.713, pair=0.001, adv=3.958, sprd=0.023]
Ep 055/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.43it/s, loss=0.713, pair=0.001, adv=3.958, sprd=0.023]
Ep 055/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.722, pair=0.002, adv=3.913, sprd=0.022]
Ep 055/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.51it/s, loss=0.722, pair=0.002, adv=3.913, sprd=0.022]
Ep 055/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.51it/s, loss=0.739, pair=0.001, adv=3.943, sprd=0.026]
Ep 055/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.40it/s, loss=0.739, pair=0.001, adv=3.943, sprd=0.026]
Ep 055/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.40it/s, loss=0.718, pair=0.002, adv=3.502, sprd=0.021]
Ep 055/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:07,  1.47it/s, loss=0.718, pair=0.002, adv=3.502, sprd=0.021]
Ep 055/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:07,  1.47it/s, loss=0.743, pair=0.001, adv=3.627, sprd=0.030]
Ep 055/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.42it/s, loss=0.743, pair=0.001, adv=3.627, sprd=0.030]
Ep 055/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.42it/s, loss=0.746, pair=0.004, adv=3.856, sprd=0.029]
Ep 055/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.48it/s, loss=0.746, pair=0.004, adv=3.856, sprd=0.029]
Ep 055/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.48it/s, loss=0.721, pair=0.003, adv=3.912, sprd=0.022]
Ep 055/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.721, pair=0.003, adv=3.912, sprd=0.022]
Ep 055/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.736, pair=0.004, adv=3.702, sprd=0.024]
Ep 055/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.48it/s, loss=0.736, pair=0.004, adv=3.702, sprd=0.024]
Ep 055/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.48it/s, loss=0.744, pair=0.002, adv=3.852, sprd=0.028]
Ep 055/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.42it/s, loss=0.744, pair=0.002, adv=3.852, sprd=0.028]
Ep 055/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.42it/s, loss=0.731, pair=0.005, adv=3.618, sprd=0.027]
Ep 055/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.50it/s, loss=0.731, pair=0.005, adv=3.618, sprd=0.027]
Ep 055/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.50it/s, loss=0.727, pair=0.003, adv=3.704, sprd=0.025]
Ep 055/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.727, pair=0.003, adv=3.704, sprd=0.025]
Ep 055/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.701, pair=0.002, adv=3.570, sprd=0.016]
Ep 055/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.701, pair=0.002, adv=3.570, sprd=0.016]
Ep 055/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.50it/s, loss=0.734, pair=0.002, adv=3.953, sprd=0.025]
Ep 055/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.45it/s, loss=0.734, pair=0.002, adv=3.953, sprd=0.025]
Ep 055/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.45it/s, loss=0.726, pair=0.007, adv=3.560, sprd=0.023]
Ep 055/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.51it/s, loss=0.726, pair=0.007, adv=3.560, sprd=0.023]
Ep 055/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.51it/s, loss=0.754, pair=0.004, adv=3.543, sprd=0.031]
Ep 055/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.42it/s, loss=0.754, pair=0.004, adv=3.543, sprd=0.031]
Ep 055/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.42it/s, loss=0.730, pair=0.000, adv=3.788, sprd=0.024]
Ep 055/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.49it/s, loss=0.730, pair=0.000, adv=3.788, sprd=0.024]
Ep 055/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.49it/s, loss=0.738, pair=0.004, adv=3.453, sprd=0.027]
Ep 055/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.738, pair=0.004, adv=3.453, sprd=0.027]
Ep 055/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.715, pair=0.003, adv=3.705, sprd=0.021]
Ep 055/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.715, pair=0.003, adv=3.705, sprd=0.021]
Ep 055/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.50it/s, loss=0.706, pair=0.002, adv=3.554, sprd=0.019]
Ep 055/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.44it/s, loss=0.706, pair=0.002, adv=3.554, sprd=0.019]
Ep 055/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.44it/s, loss=0.736, pair=0.000, adv=3.735, sprd=0.027]
Ep 055/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.50it/s, loss=0.736, pair=0.000, adv=3.735, sprd=0.027]
Ep 055/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.721, pair=0.003, adv=3.847, sprd=0.023]
Ep 055/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.43it/s, loss=0.721, pair=0.003, adv=3.847, sprd=0.023]
Ep 055/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.43it/s, loss=0.723, pair=0.004, adv=3.800, sprd=0.022]
Ep 055/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.48it/s, loss=0.723, pair=0.004, adv=3.800, sprd=0.022]
Ep 055/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.48it/s, loss=0.734, pair=0.005, adv=3.707, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:58,  1.37it/s, loss=0.734, pair=0.005, adv=3.707, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:58,  1.37it/s, loss=0.706, pair=0.000, adv=3.476, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:54,  1.45it/s, loss=0.706, pair=0.000, adv=3.476, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:54,  1.45it/s, loss=0.790, pair=0.001, adv=3.678, sprd=0.021]
Ep 055/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.790, pair=0.001, adv=3.678, sprd=0.021]
Ep 055/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.706, pair=0.005, adv=3.317, sprd=0.019]
Ep 055/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.706, pair=0.005, adv=3.317, sprd=0.019]
Ep 055/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.734, pair=0.005, adv=3.678, sprd=0.027]
Ep 055/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.43it/s, loss=0.734, pair=0.005, adv=3.678, sprd=0.027]
Ep 055/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.727, pair=0.008, adv=4.173, sprd=0.023]
Ep 055/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.48it/s, loss=0.727, pair=0.008, adv=4.173, sprd=0.023]
Ep 055/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.718, pair=0.002, adv=3.356, sprd=0.019]
Ep 055/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.718, pair=0.002, adv=3.356, sprd=0.019]
Ep 055/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.759, pair=0.004, adv=3.709, sprd=0.031]
Ep 055/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.48it/s, loss=0.759, pair=0.004, adv=3.709, sprd=0.031]
Ep 055/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.48it/s, loss=0.753, pair=0.005, adv=3.930, sprd=0.028]
Ep 055/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:52,  1.38it/s, loss=0.753, pair=0.005, adv=3.930, sprd=0.028]
Ep 055/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:52,  1.38it/s, loss=0.729, pair=0.007, adv=3.915, sprd=0.023]
Ep 055/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.45it/s, loss=0.729, pair=0.007, adv=3.915, sprd=0.023]
Ep 055/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.45it/s, loss=0.725, pair=0.012, adv=3.935, sprd=0.022]
Ep 055/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:50,  1.40it/s, loss=0.725, pair=0.012, adv=3.935, sprd=0.022]
Ep 055/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:50,  1.40it/s, loss=0.750, pair=0.004, adv=3.797, sprd=0.030]
Ep 055/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:47,  1.46it/s, loss=0.750, pair=0.004, adv=3.797, sprd=0.030]
Ep 055/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:47,  1.46it/s, loss=0.759, pair=0.005, adv=3.721, sprd=0.030]
Ep 055/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:49,  1.36it/s, loss=0.759, pair=0.005, adv=3.721, sprd=0.030]
Ep 055/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:49,  1.36it/s, loss=0.696, pair=0.002, adv=3.498, sprd=0.015]
Ep 055/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.47it/s, loss=0.696, pair=0.002, adv=3.498, sprd=0.015]
Ep 055/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.47it/s, loss=0.728, pair=0.004, adv=3.966, sprd=0.024]
Ep 055/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:47,  1.38it/s, loss=0.728, pair=0.004, adv=3.966, sprd=0.024]
Ep 055/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:47,  1.38it/s, loss=0.708, pair=0.006, adv=4.022, sprd=0.019]
Ep 055/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.47it/s, loss=0.708, pair=0.006, adv=4.022, sprd=0.019]
Ep 055/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:44,  1.47it/s, loss=0.734, pair=0.000, adv=3.909, sprd=0.022]
Ep 055/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:45,  1.41it/s, loss=0.734, pair=0.000, adv=3.909, sprd=0.022]
Ep 055/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:45,  1.41it/s, loss=0.741, pair=0.011, adv=3.581, sprd=0.027]
Ep 055/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.741, pair=0.011, adv=3.581, sprd=0.027]
Ep 055/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.726, pair=0.000, adv=3.508, sprd=0.023]
Ep 055/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.41it/s, loss=0.726, pair=0.000, adv=3.508, sprd=0.023]
Ep 055/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.41it/s, loss=0.732, pair=0.003, adv=3.782, sprd=0.022]
Ep 055/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.732, pair=0.003, adv=3.782, sprd=0.022]
Ep 055/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.788, pair=0.003, adv=3.708, sprd=0.021]
Ep 055/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.788, pair=0.003, adv=3.708, sprd=0.021]
Ep 055/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.733, pair=0.003, adv=3.697, sprd=0.026]
Ep 055/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.48it/s, loss=0.733, pair=0.003, adv=3.697, sprd=0.026]
Ep 055/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.48it/s, loss=0.717, pair=0.000, adv=4.240, sprd=0.020]
Ep 055/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.43it/s, loss=0.717, pair=0.000, adv=4.240, sprd=0.020]
Ep 055/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.43it/s, loss=0.735, pair=0.005, adv=3.524, sprd=0.027]
Ep 055/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.735, pair=0.005, adv=3.524, sprd=0.027]
Ep 055/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.709, pair=0.003, adv=3.857, sprd=0.020]
Ep 055/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.44it/s, loss=0.709, pair=0.003, adv=3.857, sprd=0.020]
Ep 055/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:38,  1.44it/s, loss=0.739, pair=0.003, adv=3.863, sprd=0.024]
Ep 055/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.50it/s, loss=0.739, pair=0.003, adv=3.863, sprd=0.024]
Ep 055/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.50it/s, loss=0.706, pair=0.010, adv=3.954, sprd=0.017]
Ep 055/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:36,  1.47it/s, loss=0.706, pair=0.010, adv=3.954, sprd=0.017]
Ep 055/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:36,  1.47it/s, loss=0.727, pair=0.003, adv=3.612, sprd=0.024]
Ep 055/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.51it/s, loss=0.727, pair=0.003, adv=3.612, sprd=0.024]
Ep 055/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.51it/s, loss=0.732, pair=0.003, adv=3.629, sprd=0.026]
Ep 055/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.45it/s, loss=0.732, pair=0.003, adv=3.629, sprd=0.026]
Ep 055/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.45it/s, loss=0.706, pair=0.005, adv=3.406, sprd=0.014]
Ep 055/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.53it/s, loss=0.706, pair=0.005, adv=3.406, sprd=0.014]
Ep 055/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.53it/s, loss=0.720, pair=0.001, adv=3.920, sprd=0.023]
Ep 055/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.45it/s, loss=0.720, pair=0.001, adv=3.920, sprd=0.023]
Ep 055/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.45it/s, loss=0.712, pair=0.001, adv=3.432, sprd=0.019]
Ep 055/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:31,  1.54it/s, loss=0.712, pair=0.001, adv=3.432, sprd=0.019]
Ep 055/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:31,  1.54it/s, loss=0.728, pair=0.001, adv=4.096, sprd=0.023]
Ep 055/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.728, pair=0.001, adv=4.096, sprd=0.023]
Ep 055/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.750, pair=0.006, adv=3.827, sprd=0.030]
Ep 055/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.750, pair=0.006, adv=3.827, sprd=0.030]
Ep 055/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.48it/s, loss=0.720, pair=0.006, adv=3.700, sprd=0.020]
Ep 055/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.42it/s, loss=0.720, pair=0.006, adv=3.700, sprd=0.020]
Ep 055/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.42it/s, loss=0.723, pair=0.003, adv=3.962, sprd=0.022]
Ep 055/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.48it/s, loss=0.723, pair=0.003, adv=3.962, sprd=0.022]
Ep 055/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.48it/s, loss=0.750, pair=0.010, adv=3.936, sprd=0.029]
Ep 055/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.42it/s, loss=0.750, pair=0.010, adv=3.936, sprd=0.029]
Ep 055/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.42it/s, loss=0.731, pair=0.004, adv=4.015, sprd=0.023]
Ep 055/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.48it/s, loss=0.731, pair=0.004, adv=4.015, sprd=0.023]
Ep 055/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.48it/s, loss=0.732, pair=0.003, adv=3.875, sprd=0.024]
Ep 055/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.39it/s, loss=0.732, pair=0.003, adv=3.875, sprd=0.024]
Ep 055/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.39it/s, loss=0.714, pair=0.004, adv=3.906, sprd=0.021]
Ep 055/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.49it/s, loss=0.714, pair=0.004, adv=3.906, sprd=0.021]
Ep 055/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.49it/s, loss=0.725, pair=0.003, adv=3.928, sprd=0.022]
Ep 055/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.42it/s, loss=0.725, pair=0.003, adv=3.928, sprd=0.022]
Ep 055/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.42it/s, loss=0.723, pair=0.005, adv=3.993, sprd=0.023]
Ep 055/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.723, pair=0.005, adv=3.993, sprd=0.023]
Ep 055/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.49it/s, loss=0.725, pair=0.005, adv=3.859, sprd=0.021]
Ep 055/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.43it/s, loss=0.725, pair=0.005, adv=3.859, sprd=0.021]
Ep 055/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.43it/s, loss=0.725, pair=0.006, adv=3.822, sprd=0.023]
Ep 055/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.725, pair=0.006, adv=3.822, sprd=0.023]
Ep 055/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.49it/s, loss=0.749, pair=0.004, adv=3.727, sprd=0.029]
Ep 055/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.42it/s, loss=0.749, pair=0.004, adv=3.727, sprd=0.029]
Ep 055/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.42it/s, loss=0.730, pair=0.002, adv=4.157, sprd=0.024]
Ep 055/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.49it/s, loss=0.730, pair=0.002, adv=4.157, sprd=0.024]
Ep 055/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.733, pair=0.000, adv=3.955, sprd=0.026]
Ep 055/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.42it/s, loss=0.733, pair=0.000, adv=3.955, sprd=0.026]
Ep 055/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.42it/s, loss=0.742, pair=0.000, adv=3.818, sprd=0.029]
Ep 055/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.47it/s, loss=0.742, pair=0.000, adv=3.818, sprd=0.029]
Ep 055/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.47it/s, loss=0.704, pair=0.011, adv=3.987, sprd=0.019]
Ep 055/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.704, pair=0.011, adv=3.987, sprd=0.019]
Ep 055/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.708, pair=0.005, adv=3.922, sprd=0.020]
Ep 055/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.52it/s, loss=0.708, pair=0.005, adv=3.922, sprd=0.020]
Ep 055/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.52it/s, loss=0.796, pair=0.000, adv=3.875, sprd=0.023]
Ep 055/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.796, pair=0.000, adv=3.875, sprd=0.023]
Ep 055/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.44it/s, loss=0.740, pair=0.001, adv=3.614, sprd=0.025]
Ep 055/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.49it/s, loss=0.740, pair=0.001, adv=3.614, sprd=0.025]
Ep 055/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.49it/s, loss=0.733, pair=0.004, adv=4.327, sprd=0.024]
Ep 055/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.44it/s, loss=0.733, pair=0.004, adv=4.327, sprd=0.024]
Ep 055/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.44it/s, loss=0.737, pair=0.000, adv=3.986, sprd=0.028]
Ep 055/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.737, pair=0.000, adv=3.986, sprd=0.028]
Ep 055/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.724, pair=0.000, adv=3.928, sprd=0.023]
Ep 055/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.724, pair=0.000, adv=3.928, sprd=0.023]
Ep 055/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.742, pair=0.000, adv=3.789, sprd=0.029]
Ep 055/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.47it/s, loss=0.742, pair=0.000, adv=3.789, sprd=0.029]
Ep 055/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.47it/s, loss=0.734, pair=0.005, adv=4.059, sprd=0.025]
Ep 055/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.39it/s, loss=0.734, pair=0.005, adv=4.059, sprd=0.025]
Ep 055/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:17,  1.39it/s, loss=0.729, pair=0.000, adv=4.121, sprd=0.023]
Ep 055/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.47it/s, loss=0.729, pair=0.000, adv=4.121, sprd=0.023]
Ep 055/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.47it/s, loss=0.713, pair=0.000, adv=3.985, sprd=0.021]
Ep 055/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.41it/s, loss=0.713, pair=0.000, adv=3.985, sprd=0.021]
Ep 055/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.41it/s, loss=0.726, pair=0.001, adv=3.903, sprd=0.023]
Ep 055/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.726, pair=0.001, adv=3.903, sprd=0.023]
Ep 055/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.730, pair=0.002, adv=4.254, sprd=0.023]
Ep 055/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.39it/s, loss=0.730, pair=0.002, adv=4.254, sprd=0.023]
Ep 055/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.39it/s, loss=0.719, pair=0.000, adv=3.876, sprd=0.021]
Ep 055/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.719, pair=0.000, adv=3.876, sprd=0.021]
Ep 055/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.738, pair=0.000, adv=3.900, sprd=0.025]
Ep 055/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.41it/s, loss=0.738, pair=0.000, adv=3.900, sprd=0.025]
Ep 055/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.725, pair=0.004, adv=3.806, sprd=0.022]
Ep 055/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.725, pair=0.004, adv=3.806, sprd=0.022]
Ep 055/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.721, pair=0.000, adv=4.137, sprd=0.020]
Ep 055/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.721, pair=0.000, adv=4.137, sprd=0.020]
Ep 055/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.731, pair=0.000, adv=3.945, sprd=0.023]
Ep 055/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.48it/s, loss=0.731, pair=0.000, adv=3.945, sprd=0.023]
Ep 055/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.727, pair=0.000, adv=3.503, sprd=0.025]
Ep 055/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.42it/s, loss=0.727, pair=0.000, adv=3.503, sprd=0.025]
Ep 055/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.42it/s, loss=0.719, pair=0.000, adv=3.933, sprd=0.022]
Ep 055/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.719, pair=0.000, adv=3.933, sprd=0.022]
Ep 055/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.711, pair=0.006, adv=3.886, sprd=0.017]
Ep 055/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.711, pair=0.006, adv=3.886, sprd=0.017]
Ep 055/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.738, pair=0.001, adv=4.093, sprd=0.028]
Ep 055/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.738, pair=0.001, adv=4.093, sprd=0.028]
Ep 055/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.717, pair=0.015, adv=3.783, sprd=0.020]
Ep 055/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.717, pair=0.015, adv=3.783, sprd=0.020]
Ep 055/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.767, pair=0.002, adv=3.834, sprd=0.034]
Ep 055/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.49it/s, loss=0.767, pair=0.002, adv=3.834, sprd=0.034]
Ep 055/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.743, pair=0.003, adv=3.702, sprd=0.027]
Ep 055/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.743, pair=0.003, adv=3.702, sprd=0.027]
Ep 055/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.711, pair=0.002, adv=3.695, sprd=0.017]
Ep 055/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.52it/s, loss=0.711, pair=0.002, adv=3.695, sprd=0.017]
Ep 055/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.52it/s, loss=0.737, pair=0.000, adv=3.875, sprd=0.026]
Ep 055/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.45it/s, loss=0.737, pair=0.000, adv=3.875, sprd=0.026]
Ep 055/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.725, pair=0.000, adv=3.921, sprd=0.024]
Ep 055/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.725, pair=0.000, adv=3.921, sprd=0.024]
Ep 055/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.708, pair=0.001, adv=4.071, sprd=0.018]
Ep 055/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.42it/s, loss=0.708, pair=0.001, adv=4.071, sprd=0.018]
Ep 055/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.42it/s, loss=0.720, pair=0.000, adv=3.737, sprd=0.021]
Ep 055/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.50it/s, loss=0.720, pair=0.000, adv=3.737, sprd=0.021]
Ep 055/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.50it/s, loss=0.715, pair=0.000, adv=3.940, sprd=0.022]
Ep 055/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.715, pair=0.000, adv=3.940, sprd=0.022]
Ep 055/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.724, pair=0.000, adv=4.078, sprd=0.023]
Ep 055/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.724, pair=0.000, adv=4.078, sprd=0.023]
Ep 055/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.48it/s, loss=0.716, pair=0.001, adv=4.187, sprd=0.018]
Ep 055/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.43it/s, loss=0.716, pair=0.001, adv=4.187, sprd=0.018]
                                                                                                              
Epoch 055/60 [S3:+sens]  loss=0.7294  mat=0.2396  sens=1.0131  pair=0.0030  adv=3.8168(rand=3.37)  deg=0.0080  orth=0.0004  spread=0.0232  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=7.32e-06  229s

Ep 056/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 056/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.717, pair=0.004, adv=3.672, sprd=0.019]
Ep 056/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:38,  1.20s/it, loss=0.717, pair=0.004, adv=3.672, sprd=0.019]
Ep 056/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:38,  1.20s/it, loss=0.707, pair=0.001, adv=3.317, sprd=0.020]
Ep 056/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:33,  1.21it/s, loss=0.707, pair=0.001, adv=3.317, sprd=0.020]
Ep 056/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:33,  1.21it/s, loss=0.709, pair=0.003, adv=4.110, sprd=0.021]
Ep 056/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:19,  1.27it/s, loss=0.709, pair=0.003, adv=4.110, sprd=0.021]
Ep 056/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:19,  1.27it/s, loss=0.719, pair=0.000, adv=3.993, sprd=0.021]
Ep 056/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.719, pair=0.000, adv=3.993, sprd=0.021]
Ep 056/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.740, pair=0.004, adv=3.779, sprd=0.029]
Ep 056/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:59,  1.37it/s, loss=0.740, pair=0.004, adv=3.779, sprd=0.029]
Ep 056/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:59,  1.37it/s, loss=0.725, pair=0.001, adv=3.884, sprd=0.024]
Ep 056/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:44,  1.46it/s, loss=0.725, pair=0.001, adv=3.884, sprd=0.024]
Ep 056/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:44,  1.46it/s, loss=0.734, pair=0.000, adv=3.818, sprd=0.022]
Ep 056/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:00,  1.35it/s, loss=0.734, pair=0.000, adv=3.818, sprd=0.022]
Ep 056/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:00,  1.35it/s, loss=0.729, pair=0.001, adv=3.891, sprd=0.024]
Ep 056/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:46,  1.43it/s, loss=0.729, pair=0.001, adv=3.891, sprd=0.024]
Ep 056/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:46,  1.43it/s, loss=0.722, pair=0.001, adv=3.994, sprd=0.021]
Ep 056/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:50,  1.40it/s, loss=0.722, pair=0.001, adv=3.994, sprd=0.021]
Ep 056/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:50,  1.40it/s, loss=0.730, pair=0.002, adv=3.739, sprd=0.024]
Ep 056/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.47it/s, loss=0.730, pair=0.002, adv=3.739, sprd=0.024]
Ep 056/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:40,  1.47it/s, loss=0.733, pair=0.000, adv=3.821, sprd=0.023]
Ep 056/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.39it/s, loss=0.733, pair=0.000, adv=3.821, sprd=0.023]
Ep 056/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.39it/s, loss=0.736, pair=0.001, adv=3.808, sprd=0.027]
Ep 056/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:39,  1.46it/s, loss=0.736, pair=0.001, adv=3.808, sprd=0.027]
Ep 056/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:39,  1.46it/s, loss=0.718, pair=0.000, adv=3.792, sprd=0.021]
Ep 056/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:49,  1.40it/s, loss=0.718, pair=0.000, adv=3.792, sprd=0.021]
Ep 056/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:49,  1.40it/s, loss=0.731, pair=0.002, adv=3.711, sprd=0.024]
Ep 056/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:38,  1.46it/s, loss=0.731, pair=0.002, adv=3.711, sprd=0.024]
Ep 056/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:38,  1.46it/s, loss=0.726, pair=0.000, adv=3.734, sprd=0.023]
Ep 056/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:44,  1.41it/s, loss=0.726, pair=0.000, adv=3.734, sprd=0.023]
Ep 056/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:44,  1.41it/s, loss=0.695, pair=0.003, adv=3.747, sprd=0.017]
Ep 056/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:32,  1.49it/s, loss=0.695, pair=0.003, adv=3.747, sprd=0.017]
Ep 056/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:32,  1.49it/s, loss=0.736, pair=0.000, adv=3.731, sprd=0.028]
Ep 056/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.736, pair=0.000, adv=3.731, sprd=0.028]
Ep 056/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.701, pair=0.001, adv=4.081, sprd=0.019]
Ep 056/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:28,  1.51it/s, loss=0.701, pair=0.001, adv=4.081, sprd=0.019]
Ep 056/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:28,  1.51it/s, loss=0.737, pair=0.001, adv=4.135, sprd=0.022]
Ep 056/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:44,  1.40it/s, loss=0.737, pair=0.001, adv=4.135, sprd=0.022]
Ep 056/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:44,  1.40it/s, loss=0.725, pair=0.000, adv=3.949, sprd=0.022]
Ep 056/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.725, pair=0.000, adv=3.949, sprd=0.022]
Ep 056/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.748, pair=0.001, adv=4.119, sprd=0.029]
Ep 056/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:41,  1.41it/s, loss=0.748, pair=0.001, adv=4.119, sprd=0.029]
Ep 056/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:41,  1.41it/s, loss=0.729, pair=0.000, adv=3.763, sprd=0.024]
Ep 056/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.48it/s, loss=0.729, pair=0.000, adv=3.763, sprd=0.024]
Ep 056/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.48it/s, loss=0.739, pair=0.003, adv=3.650, sprd=0.025]
Ep 056/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.739, pair=0.003, adv=3.650, sprd=0.025]
Ep 056/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.742, pair=0.000, adv=3.583, sprd=0.027]
Ep 056/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:30,  1.47it/s, loss=0.742, pair=0.000, adv=3.583, sprd=0.027]
Ep 056/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:30,  1.47it/s, loss=0.793, pair=0.000, adv=3.850, sprd=0.022]
Ep 056/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:36,  1.43it/s, loss=0.793, pair=0.000, adv=3.850, sprd=0.022]
Ep 056/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:36,  1.43it/s, loss=0.713, pair=0.010, adv=4.048, sprd=0.019]
Ep 056/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.713, pair=0.010, adv=4.048, sprd=0.019]
Ep 056/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:24,  1.50it/s, loss=0.728, pair=0.000, adv=3.852, sprd=0.020]
Ep 056/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:43,  1.37it/s, loss=0.728, pair=0.000, adv=3.852, sprd=0.020]
Ep 056/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:43,  1.37it/s, loss=0.713, pair=0.003, adv=4.030, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:29,  1.45it/s, loss=0.713, pair=0.003, adv=4.030, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:29,  1.45it/s, loss=0.723, pair=0.000, adv=4.088, sprd=0.022]
Ep 056/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:38,  1.39it/s, loss=0.723, pair=0.000, adv=4.088, sprd=0.022]
Ep 056/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:38,  1.39it/s, loss=0.737, pair=0.000, adv=3.736, sprd=0.026]
Ep 056/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.47it/s, loss=0.737, pair=0.000, adv=3.736, sprd=0.026]
Ep 056/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.47it/s, loss=0.733, pair=0.000, adv=4.120, sprd=0.023]
Ep 056/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:31,  1.43it/s, loss=0.733, pair=0.000, adv=4.120, sprd=0.023]
Ep 056/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:31,  1.43it/s, loss=0.725, pair=0.000, adv=3.868, sprd=0.024]
Ep 056/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.725, pair=0.000, adv=3.868, sprd=0.024]
Ep 056/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.49it/s, loss=0.719, pair=0.001, adv=4.016, sprd=0.020]
Ep 056/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.719, pair=0.001, adv=4.016, sprd=0.020]
Ep 056/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.715, pair=0.000, adv=4.079, sprd=0.021]
Ep 056/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.51it/s, loss=0.715, pair=0.000, adv=4.079, sprd=0.021]
Ep 056/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.51it/s, loss=0.715, pair=0.001, adv=3.785, sprd=0.020]
Ep 056/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:25,  1.45it/s, loss=0.715, pair=0.001, adv=3.785, sprd=0.020]
Ep 056/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:25,  1.45it/s, loss=0.707, pair=0.002, adv=3.540, sprd=0.020]
Ep 056/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:16,  1.51it/s, loss=0.707, pair=0.002, adv=3.540, sprd=0.020]
Ep 056/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:16,  1.51it/s, loss=0.745, pair=0.000, adv=4.059, sprd=0.030]
Ep 056/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:25,  1.44it/s, loss=0.745, pair=0.000, adv=4.059, sprd=0.030]
Ep 056/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:25,  1.44it/s, loss=0.731, pair=0.000, adv=3.950, sprd=0.025]
Ep 056/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:14,  1.52it/s, loss=0.731, pair=0.000, adv=3.950, sprd=0.025]
Ep 056/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:14,  1.52it/s, loss=0.726, pair=0.001, adv=4.005, sprd=0.020]
Ep 056/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.42it/s, loss=0.726, pair=0.001, adv=4.005, sprd=0.020]
Ep 056/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.42it/s, loss=0.730, pair=0.000, adv=3.722, sprd=0.023]
Ep 056/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.730, pair=0.000, adv=3.722, sprd=0.023]
Ep 056/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.713, pair=0.000, adv=3.871, sprd=0.020]
Ep 056/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:30,  1.39it/s, loss=0.713, pair=0.000, adv=3.871, sprd=0.020]
Ep 056/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:30,  1.39it/s, loss=0.697, pair=0.005, adv=3.958, sprd=0.017]
Ep 056/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.697, pair=0.005, adv=3.958, sprd=0.017]
Ep 056/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:15,  1.49it/s, loss=0.722, pair=0.001, adv=4.053, sprd=0.022]
Ep 056/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.722, pair=0.001, adv=4.053, sprd=0.022]
Ep 056/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.733, pair=0.005, adv=4.150, sprd=0.027]
Ep 056/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:14,  1.49it/s, loss=0.733, pair=0.005, adv=4.150, sprd=0.027]
Ep 056/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:14,  1.49it/s, loss=0.718, pair=0.000, adv=3.911, sprd=0.020]
Ep 056/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.718, pair=0.000, adv=3.911, sprd=0.020]
Ep 056/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:21,  1.43it/s, loss=0.739, pair=0.000, adv=3.965, sprd=0.024]
Ep 056/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.48it/s, loss=0.739, pair=0.000, adv=3.965, sprd=0.024]
Ep 056/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.48it/s, loss=0.705, pair=0.001, adv=3.768, sprd=0.018]
Ep 056/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:20,  1.43it/s, loss=0.705, pair=0.001, adv=3.768, sprd=0.018]
Ep 056/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.752, pair=0.002, adv=3.956, sprd=0.031]
Ep 056/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:12,  1.48it/s, loss=0.752, pair=0.002, adv=3.956, sprd=0.031]
Ep 056/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:12,  1.48it/s, loss=0.729, pair=0.000, adv=4.061, sprd=0.023]
Ep 056/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:28,  1.36it/s, loss=0.729, pair=0.000, adv=4.061, sprd=0.023]
Ep 056/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:28,  1.36it/s, loss=0.702, pair=0.003, adv=4.208, sprd=0.015]
Ep 056/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:13,  1.46it/s, loss=0.702, pair=0.003, adv=4.208, sprd=0.015]
Ep 056/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:13,  1.46it/s, loss=0.763, pair=0.003, adv=4.090, sprd=0.031]
Ep 056/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:26,  1.36it/s, loss=0.763, pair=0.003, adv=4.090, sprd=0.031]
Ep 056/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:26,  1.36it/s, loss=0.729, pair=0.003, adv=3.904, sprd=0.025]
Ep 056/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:14,  1.44it/s, loss=0.729, pair=0.003, adv=3.904, sprd=0.025]
Ep 056/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:14,  1.44it/s, loss=0.718, pair=0.000, adv=3.903, sprd=0.020]
Ep 056/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:21,  1.39it/s, loss=0.718, pair=0.000, adv=3.903, sprd=0.020]
Ep 056/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:21,  1.39it/s, loss=0.719, pair=0.003, adv=3.750, sprd=0.022]
Ep 056/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:06,  1.50it/s, loss=0.719, pair=0.003, adv=3.750, sprd=0.022]
Ep 056/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:06,  1.50it/s, loss=0.720, pair=0.000, adv=4.093, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:18,  1.40it/s, loss=0.720, pair=0.000, adv=4.093, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:18,  1.40it/s, loss=0.726, pair=0.000, adv=3.838, sprd=0.025]
Ep 056/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:07,  1.48it/s, loss=0.726, pair=0.000, adv=3.838, sprd=0.025]
Ep 056/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:07,  1.48it/s, loss=0.714, pair=0.000, adv=3.887, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.714, pair=0.000, adv=3.887, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:13,  1.43it/s, loss=0.735, pair=0.006, adv=3.794, sprd=0.025]
Ep 056/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:06,  1.47it/s, loss=0.735, pair=0.006, adv=3.794, sprd=0.025]
Ep 056/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:06,  1.47it/s, loss=0.724, pair=0.001, adv=4.086, sprd=0.021]
Ep 056/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.724, pair=0.001, adv=4.086, sprd=0.021]
Ep 056/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.725, pair=0.000, adv=3.345, sprd=0.023]
Ep 056/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.46it/s, loss=0.725, pair=0.000, adv=3.345, sprd=0.023]
Ep 056/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.46it/s, loss=0.751, pair=0.000, adv=3.856, sprd=0.031]
Ep 056/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:15,  1.39it/s, loss=0.751, pair=0.000, adv=3.856, sprd=0.031]
Ep 056/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:15,  1.39it/s, loss=0.721, pair=0.001, adv=3.697, sprd=0.024]
Ep 056/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:03,  1.48it/s, loss=0.721, pair=0.001, adv=3.697, sprd=0.024]
Ep 056/60 [S3:+sens]:  19%|▌  | 62/333 [00:44<03:03,  1.48it/s, loss=0.725, pair=0.000, adv=3.979, sprd=0.024]
Ep 056/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:10,  1.42it/s, loss=0.725, pair=0.000, adv=3.979, sprd=0.024]
Ep 056/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:10,  1.42it/s, loss=0.709, pair=0.002, adv=3.941, sprd=0.020]
Ep 056/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:00,  1.49it/s, loss=0.709, pair=0.002, adv=3.941, sprd=0.020]
Ep 056/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:00,  1.49it/s, loss=0.718, pair=0.003, adv=3.881, sprd=0.022]
Ep 056/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.41it/s, loss=0.718, pair=0.003, adv=3.881, sprd=0.022]
Ep 056/60 [S3:+sens]:  20%|▌  | 65/333 [00:46<03:09,  1.41it/s, loss=0.712, pair=0.001, adv=3.865, sprd=0.020]
Ep 056/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.712, pair=0.001, adv=3.865, sprd=0.020]
Ep 056/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.822, pair=0.003, adv=3.876, sprd=0.030]
Ep 056/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.822, pair=0.003, adv=3.876, sprd=0.030]
Ep 056/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:08,  1.41it/s, loss=0.758, pair=0.001, adv=4.208, sprd=0.031]
Ep 056/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:01,  1.46it/s, loss=0.758, pair=0.001, adv=4.208, sprd=0.031]
Ep 056/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<03:01,  1.46it/s, loss=0.706, pair=0.001, adv=3.872, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:03,  1.44it/s, loss=0.706, pair=0.001, adv=3.872, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:03,  1.44it/s, loss=0.714, pair=0.000, adv=4.126, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.714, pair=0.000, adv=4.126, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:55,  1.50it/s, loss=0.721, pair=0.000, adv=3.859, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:01,  1.44it/s, loss=0.721, pair=0.000, adv=3.859, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:01,  1.44it/s, loss=0.709, pair=0.000, adv=3.988, sprd=0.018]
Ep 056/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:51,  1.52it/s, loss=0.709, pair=0.000, adv=3.988, sprd=0.018]
Ep 056/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:51,  1.52it/s, loss=0.733, pair=0.000, adv=3.705, sprd=0.026]
Ep 056/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:59,  1.45it/s, loss=0.733, pair=0.000, adv=3.705, sprd=0.026]
Ep 056/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<02:59,  1.45it/s, loss=0.704, pair=0.007, adv=3.996, sprd=0.018]
Ep 056/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:51,  1.51it/s, loss=0.704, pair=0.007, adv=3.996, sprd=0.018]
Ep 056/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:51,  1.51it/s, loss=0.785, pair=0.007, adv=3.606, sprd=0.022]
Ep 056/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:54,  1.48it/s, loss=0.785, pair=0.007, adv=3.606, sprd=0.022]
Ep 056/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:54,  1.48it/s, loss=0.707, pair=0.000, adv=3.944, sprd=0.017]
Ep 056/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:47,  1.54it/s, loss=0.707, pair=0.000, adv=3.944, sprd=0.017]
Ep 056/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:47,  1.54it/s, loss=0.724, pair=0.000, adv=3.846, sprd=0.024]
Ep 056/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.724, pair=0.000, adv=3.846, sprd=0.024]
Ep 056/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:56,  1.45it/s, loss=0.699, pair=0.000, adv=3.511, sprd=0.017]
Ep 056/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.52it/s, loss=0.699, pair=0.000, adv=3.511, sprd=0.017]
Ep 056/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.52it/s, loss=0.735, pair=0.003, adv=4.089, sprd=0.025]
Ep 056/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.735, pair=0.003, adv=4.089, sprd=0.025]
Ep 056/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:56,  1.44it/s, loss=0.728, pair=0.003, adv=4.252, sprd=0.025]
Ep 056/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:50,  1.49it/s, loss=0.728, pair=0.003, adv=4.252, sprd=0.025]
Ep 056/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:50,  1.49it/s, loss=0.721, pair=0.005, adv=4.068, sprd=0.021]
Ep 056/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.721, pair=0.005, adv=4.068, sprd=0.021]
Ep 056/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.719, pair=0.009, adv=4.011, sprd=0.021]
Ep 056/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:47,  1.50it/s, loss=0.719, pair=0.009, adv=4.011, sprd=0.021]
Ep 056/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:47,  1.50it/s, loss=0.712, pair=0.003, adv=3.938, sprd=0.019]
Ep 056/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:52,  1.45it/s, loss=0.712, pair=0.003, adv=3.938, sprd=0.019]
Ep 056/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:52,  1.45it/s, loss=0.730, pair=0.008, adv=4.019, sprd=0.024]
Ep 056/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.730, pair=0.008, adv=4.019, sprd=0.024]
Ep 056/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.722, pair=0.000, adv=4.243, sprd=0.021]
Ep 056/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:51,  1.45it/s, loss=0.722, pair=0.000, adv=4.243, sprd=0.021]
Ep 056/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:51,  1.45it/s, loss=0.716, pair=0.000, adv=3.921, sprd=0.020]
Ep 056/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.716, pair=0.000, adv=3.921, sprd=0.020]
Ep 056/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:43,  1.51it/s, loss=0.707, pair=0.001, adv=4.091, sprd=0.019]
Ep 056/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.707, pair=0.001, adv=4.091, sprd=0.019]
Ep 056/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.749, pair=0.001, adv=3.886, sprd=0.031]
Ep 056/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:44,  1.49it/s, loss=0.749, pair=0.001, adv=3.886, sprd=0.031]
Ep 056/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.715, pair=0.004, adv=3.801, sprd=0.020]
Ep 056/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:55,  1.39it/s, loss=0.715, pair=0.004, adv=3.801, sprd=0.020]
Ep 056/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:55,  1.39it/s, loss=0.723, pair=0.001, adv=4.112, sprd=0.021]
Ep 056/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.47it/s, loss=0.723, pair=0.001, adv=4.112, sprd=0.021]
Ep 056/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:44,  1.47it/s, loss=0.750, pair=0.008, adv=4.055, sprd=0.028]
Ep 056/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:58,  1.36it/s, loss=0.750, pair=0.008, adv=4.055, sprd=0.028]
Ep 056/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:58,  1.36it/s, loss=0.720, pair=0.001, adv=3.699, sprd=0.020]
Ep 056/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:47,  1.44it/s, loss=0.720, pair=0.001, adv=3.699, sprd=0.020]
Ep 056/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:47,  1.44it/s, loss=0.716, pair=0.001, adv=3.736, sprd=0.022]
Ep 056/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:51,  1.40it/s, loss=0.716, pair=0.001, adv=3.736, sprd=0.022]
Ep 056/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:51,  1.40it/s, loss=0.718, pair=0.001, adv=3.733, sprd=0.024]
Ep 056/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.718, pair=0.001, adv=3.733, sprd=0.024]
Ep 056/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.712, pair=0.001, adv=4.212, sprd=0.022]
Ep 056/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.712, pair=0.001, adv=4.212, sprd=0.022]
Ep 056/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.745, pair=0.006, adv=3.733, sprd=0.027]
Ep 056/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.48it/s, loss=0.745, pair=0.006, adv=3.733, sprd=0.027]
Ep 056/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:39,  1.48it/s, loss=0.720, pair=0.004, adv=4.153, sprd=0.020]
Ep 056/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:49,  1.39it/s, loss=0.720, pair=0.004, adv=4.153, sprd=0.020]
Ep 056/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:49,  1.39it/s, loss=0.727, pair=0.000, adv=4.218, sprd=0.021]
Ep 056/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.727, pair=0.000, adv=4.218, sprd=0.021]
Ep 056/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.732, pair=0.000, adv=3.841, sprd=0.025]
Ep 056/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.42it/s, loss=0.732, pair=0.000, adv=3.841, sprd=0.025]
Ep 056/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:45,  1.42it/s, loss=0.721, pair=0.000, adv=4.242, sprd=0.022]
Ep 056/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:37,  1.48it/s, loss=0.721, pair=0.000, adv=4.242, sprd=0.022]
Ep 056/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:37,  1.48it/s, loss=0.724, pair=0.000, adv=4.017, sprd=0.023]
Ep 056/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.724, pair=0.000, adv=4.017, sprd=0.023]
Ep 056/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.726, pair=0.006, adv=4.081, sprd=0.026]
Ep 056/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.51it/s, loss=0.726, pair=0.006, adv=4.081, sprd=0.026]
Ep 056/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:32,  1.51it/s, loss=0.714, pair=0.000, adv=4.139, sprd=0.017]
Ep 056/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.44it/s, loss=0.714, pair=0.000, adv=4.139, sprd=0.017]
Ep 056/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:40,  1.44it/s, loss=0.738, pair=0.000, adv=3.760, sprd=0.028]
Ep 056/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.738, pair=0.000, adv=3.760, sprd=0.028]
Ep 056/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.758, pair=0.003, adv=4.017, sprd=0.031]
Ep 056/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.758, pair=0.003, adv=4.017, sprd=0.031]
Ep 056/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:41,  1.41it/s, loss=0.717, pair=0.001, adv=4.081, sprd=0.021]
Ep 056/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:33,  1.48it/s, loss=0.717, pair=0.001, adv=4.081, sprd=0.021]
Ep 056/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:33,  1.48it/s, loss=0.710, pair=0.005, adv=3.911, sprd=0.020]
Ep 056/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:39,  1.42it/s, loss=0.710, pair=0.005, adv=3.911, sprd=0.020]
Ep 056/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:39,  1.42it/s, loss=0.718, pair=0.000, adv=3.803, sprd=0.023]
Ep 056/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.48it/s, loss=0.718, pair=0.000, adv=3.803, sprd=0.023]
Ep 056/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.48it/s, loss=0.727, pair=0.000, adv=3.954, sprd=0.021]
Ep 056/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:37,  1.42it/s, loss=0.727, pair=0.000, adv=3.954, sprd=0.021]
Ep 056/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:37,  1.42it/s, loss=0.709, pair=0.000, adv=3.633, sprd=0.018]
Ep 056/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.709, pair=0.000, adv=3.633, sprd=0.018]
Ep 056/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.719, pair=0.001, adv=4.071, sprd=0.023]
Ep 056/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:36,  1.42it/s, loss=0.719, pair=0.001, adv=4.071, sprd=0.023]
Ep 056/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:36,  1.42it/s, loss=0.709, pair=0.000, adv=3.771, sprd=0.022]
Ep 056/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.709, pair=0.000, adv=3.771, sprd=0.022]
Ep 056/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:27,  1.50it/s, loss=0.744, pair=0.001, adv=3.753, sprd=0.028]
Ep 056/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.42it/s, loss=0.744, pair=0.001, adv=3.753, sprd=0.028]
Ep 056/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.42it/s, loss=0.724, pair=0.000, adv=3.918, sprd=0.024]
Ep 056/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:27,  1.49it/s, loss=0.724, pair=0.000, adv=3.918, sprd=0.024]
Ep 056/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:27,  1.49it/s, loss=0.748, pair=0.001, adv=3.887, sprd=0.028]
Ep 056/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:37,  1.38it/s, loss=0.748, pair=0.001, adv=3.887, sprd=0.028]
Ep 056/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:37,  1.38it/s, loss=0.714, pair=0.009, adv=4.122, sprd=0.020]
Ep 056/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:28,  1.46it/s, loss=0.714, pair=0.009, adv=4.122, sprd=0.020]
Ep 056/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:28,  1.46it/s, loss=0.779, pair=0.000, adv=3.799, sprd=0.019]
Ep 056/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:30,  1.44it/s, loss=0.779, pair=0.000, adv=3.799, sprd=0.019]
Ep 056/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:30,  1.44it/s, loss=0.727, pair=0.000, adv=3.711, sprd=0.025]
Ep 056/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.727, pair=0.000, adv=3.711, sprd=0.025]
Ep 056/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.49it/s, loss=0.731, pair=0.000, adv=3.853, sprd=0.024]
Ep 056/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:35,  1.38it/s, loss=0.731, pair=0.000, adv=3.853, sprd=0.024]
Ep 056/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:35,  1.38it/s, loss=0.751, pair=0.005, adv=3.894, sprd=0.028]
Ep 056/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:28,  1.44it/s, loss=0.751, pair=0.005, adv=3.894, sprd=0.028]
Ep 056/60 [S3:+sens]:  36%|▋ | 120/333 [01:24<02:28,  1.44it/s, loss=0.717, pair=0.000, adv=3.778, sprd=0.019]
Ep 056/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:35,  1.36it/s, loss=0.717, pair=0.000, adv=3.778, sprd=0.019]
Ep 056/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:35,  1.36it/s, loss=0.715, pair=0.001, adv=3.952, sprd=0.022]
Ep 056/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:26,  1.44it/s, loss=0.715, pair=0.001, adv=3.952, sprd=0.022]
Ep 056/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:26,  1.44it/s, loss=0.736, pair=0.000, adv=3.769, sprd=0.025]
Ep 056/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:33,  1.37it/s, loss=0.736, pair=0.000, adv=3.769, sprd=0.025]
Ep 056/60 [S3:+sens]:  37%|▋ | 123/333 [01:26<02:33,  1.37it/s, loss=0.716, pair=0.000, adv=3.687, sprd=0.022]
Ep 056/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:24,  1.45it/s, loss=0.716, pair=0.000, adv=3.687, sprd=0.022]
Ep 056/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:24,  1.45it/s, loss=0.730, pair=0.000, adv=4.072, sprd=0.023]
Ep 056/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:31,  1.37it/s, loss=0.730, pair=0.000, adv=4.072, sprd=0.023]
Ep 056/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:31,  1.37it/s, loss=0.711, pair=0.000, adv=3.864, sprd=0.021]
Ep 056/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:22,  1.46it/s, loss=0.711, pair=0.000, adv=3.864, sprd=0.021]
Ep 056/60 [S3:+sens]:  38%|▊ | 126/333 [01:28<02:22,  1.46it/s, loss=0.737, pair=0.001, adv=4.002, sprd=0.026]
Ep 056/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:32,  1.35it/s, loss=0.737, pair=0.001, adv=4.002, sprd=0.026]
Ep 056/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:32,  1.35it/s, loss=0.736, pair=0.003, adv=3.814, sprd=0.026]
Ep 056/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:23,  1.43it/s, loss=0.736, pair=0.003, adv=3.814, sprd=0.026]
Ep 056/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:23,  1.43it/s, loss=0.740, pair=0.000, adv=3.732, sprd=0.025]
Ep 056/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:31,  1.34it/s, loss=0.740, pair=0.000, adv=3.732, sprd=0.025]
Ep 056/60 [S3:+sens]:  39%|▊ | 129/333 [01:30<02:31,  1.34it/s, loss=0.718, pair=0.001, adv=3.862, sprd=0.022]
Ep 056/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:22,  1.43it/s, loss=0.718, pair=0.001, adv=3.862, sprd=0.022]
Ep 056/60 [S3:+sens]:  39%|▊ | 130/333 [01:31<02:22,  1.43it/s, loss=0.802, pair=0.000, adv=3.452, sprd=0.023]
Ep 056/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:26,  1.38it/s, loss=0.802, pair=0.000, adv=3.452, sprd=0.023]
Ep 056/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:26,  1.38it/s, loss=0.721, pair=0.000, adv=4.033, sprd=0.025]
Ep 056/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:18,  1.45it/s, loss=0.721, pair=0.000, adv=4.033, sprd=0.025]
Ep 056/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:18,  1.45it/s, loss=0.720, pair=0.002, adv=4.158, sprd=0.023]
Ep 056/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:21,  1.42it/s, loss=0.720, pair=0.002, adv=4.158, sprd=0.023]
Ep 056/60 [S3:+sens]:  40%|▊ | 133/333 [01:33<02:21,  1.42it/s, loss=0.719, pair=0.003, adv=3.677, sprd=0.022]
Ep 056/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:15,  1.47it/s, loss=0.719, pair=0.003, adv=3.677, sprd=0.022]
Ep 056/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:15,  1.47it/s, loss=0.715, pair=0.000, adv=3.779, sprd=0.021]
Ep 056/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.715, pair=0.000, adv=3.779, sprd=0.021]
Ep 056/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:17,  1.44it/s, loss=0.719, pair=0.000, adv=3.605, sprd=0.023]
Ep 056/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.49it/s, loss=0.719, pair=0.000, adv=3.605, sprd=0.023]
Ep 056/60 [S3:+sens]:  41%|▊ | 136/333 [01:35<02:11,  1.49it/s, loss=0.790, pair=0.000, adv=4.270, sprd=0.022]
Ep 056/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.44it/s, loss=0.790, pair=0.000, adv=4.270, sprd=0.022]
Ep 056/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.44it/s, loss=0.723, pair=0.005, adv=3.860, sprd=0.023]
Ep 056/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.723, pair=0.005, adv=3.860, sprd=0.023]
Ep 056/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:10,  1.49it/s, loss=0.708, pair=0.000, adv=3.659, sprd=0.020]
Ep 056/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.708, pair=0.000, adv=3.659, sprd=0.020]
Ep 056/60 [S3:+sens]:  42%|▊ | 139/333 [01:37<02:15,  1.43it/s, loss=0.723, pair=0.003, adv=4.009, sprd=0.024]
Ep 056/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.723, pair=0.003, adv=4.009, sprd=0.024]
Ep 056/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.736, pair=0.009, adv=3.933, sprd=0.025]
Ep 056/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.42it/s, loss=0.736, pair=0.009, adv=3.933, sprd=0.025]
Ep 056/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:15,  1.42it/s, loss=0.752, pair=0.008, adv=4.041, sprd=0.027]
Ep 056/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.752, pair=0.008, adv=4.041, sprd=0.027]
Ep 056/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:09,  1.48it/s, loss=0.737, pair=0.002, adv=3.989, sprd=0.024]
Ep 056/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:15,  1.40it/s, loss=0.737, pair=0.002, adv=3.989, sprd=0.024]
Ep 056/60 [S3:+sens]:  43%|▊ | 143/333 [01:40<02:15,  1.40it/s, loss=0.735, pair=0.003, adv=4.336, sprd=0.026]
Ep 056/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:09,  1.46it/s, loss=0.735, pair=0.003, adv=4.336, sprd=0.026]
Ep 056/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:09,  1.46it/s, loss=0.752, pair=0.000, adv=3.973, sprd=0.031]
Ep 056/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:15,  1.39it/s, loss=0.752, pair=0.000, adv=3.973, sprd=0.031]
Ep 056/60 [S3:+sens]:  44%|▊ | 145/333 [01:41<02:15,  1.39it/s, loss=0.735, pair=0.000, adv=4.194, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:07,  1.46it/s, loss=0.735, pair=0.000, adv=4.194, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 146/333 [01:42<02:07,  1.46it/s, loss=0.737, pair=0.007, adv=3.952, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:15,  1.37it/s, loss=0.737, pair=0.007, adv=3.952, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:15,  1.37it/s, loss=0.739, pair=0.006, adv=4.200, sprd=0.028]
Ep 056/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:07,  1.45it/s, loss=0.739, pair=0.006, adv=4.200, sprd=0.028]
Ep 056/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:07,  1.45it/s, loss=0.715, pair=0.000, adv=3.986, sprd=0.022]
Ep 056/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:13,  1.37it/s, loss=0.715, pair=0.000, adv=3.986, sprd=0.022]
Ep 056/60 [S3:+sens]:  45%|▉ | 149/333 [01:44<02:13,  1.37it/s, loss=0.719, pair=0.004, adv=3.812, sprd=0.022]
Ep 056/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:05,  1.46it/s, loss=0.719, pair=0.004, adv=3.812, sprd=0.022]
Ep 056/60 [S3:+sens]:  45%|▉ | 150/333 [01:45<02:05,  1.46it/s, loss=0.738, pair=0.001, adv=4.130, sprd=0.025]
Ep 056/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:14,  1.35it/s, loss=0.738, pair=0.001, adv=4.130, sprd=0.025]
Ep 056/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:14,  1.35it/s, loss=0.741, pair=0.001, adv=3.710, sprd=0.027]
Ep 056/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:07,  1.42it/s, loss=0.741, pair=0.001, adv=3.710, sprd=0.027]
Ep 056/60 [S3:+sens]:  46%|▉ | 152/333 [01:46<02:07,  1.42it/s, loss=0.737, pair=0.003, adv=4.120, sprd=0.028]
Ep 056/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:08,  1.40it/s, loss=0.737, pair=0.003, adv=4.120, sprd=0.028]
Ep 056/60 [S3:+sens]:  46%|▉ | 153/333 [01:47<02:08,  1.40it/s, loss=0.707, pair=0.005, adv=4.069, sprd=0.018]
Ep 056/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:01,  1.48it/s, loss=0.707, pair=0.005, adv=4.069, sprd=0.018]
Ep 056/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:01,  1.48it/s, loss=0.702, pair=0.004, adv=3.736, sprd=0.018]
Ep 056/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.702, pair=0.004, adv=3.736, sprd=0.018]
Ep 056/60 [S3:+sens]:  47%|▉ | 155/333 [01:48<02:03,  1.44it/s, loss=0.709, pair=0.003, adv=3.860, sprd=0.022]
Ep 056/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:55,  1.53it/s, loss=0.709, pair=0.003, adv=3.860, sprd=0.022]
Ep 056/60 [S3:+sens]:  47%|▉ | 156/333 [01:49<01:55,  1.53it/s, loss=0.705, pair=0.003, adv=3.678, sprd=0.019]
Ep 056/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<01:59,  1.47it/s, loss=0.705, pair=0.003, adv=3.678, sprd=0.019]
Ep 056/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<01:59,  1.47it/s, loss=0.705, pair=0.006, adv=3.287, sprd=0.019]
Ep 056/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:53,  1.54it/s, loss=0.705, pair=0.006, adv=3.287, sprd=0.019]
Ep 056/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<01:53,  1.54it/s, loss=0.734, pair=0.009, adv=3.823, sprd=0.025]
Ep 056/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:57,  1.48it/s, loss=0.734, pair=0.009, adv=3.823, sprd=0.025]
Ep 056/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:57,  1.48it/s, loss=0.721, pair=0.003, adv=4.202, sprd=0.023]
Ep 056/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:52,  1.54it/s, loss=0.721, pair=0.003, adv=4.202, sprd=0.023]
Ep 056/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:52,  1.54it/s, loss=0.741, pair=0.001, adv=3.874, sprd=0.026]
Ep 056/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.741, pair=0.001, adv=3.874, sprd=0.026]
Ep 056/60 [S3:+sens]:  48%|▉ | 161/333 [01:52<01:58,  1.45it/s, loss=0.720, pair=0.004, adv=4.000, sprd=0.022]
Ep 056/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:51,  1.53it/s, loss=0.720, pair=0.004, adv=4.000, sprd=0.022]
Ep 056/60 [S3:+sens]:  49%|▉ | 162/333 [01:53<01:51,  1.53it/s, loss=0.734, pair=0.001, adv=3.883, sprd=0.026]
Ep 056/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:59,  1.42it/s, loss=0.734, pair=0.001, adv=3.883, sprd=0.026]
Ep 056/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:59,  1.42it/s, loss=0.730, pair=0.010, adv=4.020, sprd=0.026]
Ep 056/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.730, pair=0.010, adv=4.020, sprd=0.026]
Ep 056/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:53,  1.49it/s, loss=0.730, pair=0.005, adv=3.795, sprd=0.021]
Ep 056/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:02,  1.37it/s, loss=0.730, pair=0.005, adv=3.795, sprd=0.021]
Ep 056/60 [S3:+sens]:  50%|▉ | 165/333 [01:55<02:02,  1.37it/s, loss=0.729, pair=0.000, adv=3.931, sprd=0.023]
Ep 056/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:55,  1.45it/s, loss=0.729, pair=0.000, adv=3.931, sprd=0.023]
Ep 056/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:55,  1.45it/s, loss=0.721, pair=0.002, adv=4.295, sprd=0.020]
Ep 056/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.721, pair=0.002, adv=4.295, sprd=0.020]
Ep 056/60 [S3:+sens]:  50%|█ | 167/333 [01:56<01:56,  1.42it/s, loss=0.727, pair=0.005, adv=4.050, sprd=0.022]
Ep 056/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.727, pair=0.005, adv=4.050, sprd=0.022]
Ep 056/60 [S3:+sens]:  50%|█ | 168/333 [01:57<01:50,  1.49it/s, loss=0.757, pair=0.000, adv=4.178, sprd=0.032]
Ep 056/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.41it/s, loss=0.757, pair=0.000, adv=4.178, sprd=0.032]
Ep 056/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.41it/s, loss=0.716, pair=0.005, adv=3.350, sprd=0.020]
Ep 056/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.716, pair=0.005, adv=3.350, sprd=0.020]
Ep 056/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.728, pair=0.005, adv=4.070, sprd=0.024]
Ep 056/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.728, pair=0.005, adv=4.070, sprd=0.024]
Ep 056/60 [S3:+sens]:  51%|█ | 171/333 [01:59<01:53,  1.43it/s, loss=0.726, pair=0.001, adv=3.615, sprd=0.022]
Ep 056/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.726, pair=0.001, adv=3.615, sprd=0.022]
Ep 056/60 [S3:+sens]:  52%|█ | 172/333 [02:00<01:47,  1.50it/s, loss=0.740, pair=0.004, adv=4.043, sprd=0.025]
Ep 056/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:51,  1.44it/s, loss=0.740, pair=0.004, adv=4.043, sprd=0.025]
Ep 056/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:51,  1.44it/s, loss=0.741, pair=0.008, adv=3.913, sprd=0.028]
Ep 056/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.50it/s, loss=0.741, pair=0.008, adv=3.913, sprd=0.028]
Ep 056/60 [S3:+sens]:  52%|█ | 174/333 [02:01<01:45,  1.50it/s, loss=0.793, pair=0.000, adv=4.020, sprd=0.022]
Ep 056/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.42it/s, loss=0.793, pair=0.000, adv=4.020, sprd=0.022]
Ep 056/60 [S3:+sens]:  53%|█ | 175/333 [02:02<01:51,  1.42it/s, loss=0.732, pair=0.003, adv=4.122, sprd=0.024]
Ep 056/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:45,  1.48it/s, loss=0.732, pair=0.003, adv=4.122, sprd=0.024]
Ep 056/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:45,  1.48it/s, loss=0.716, pair=0.002, adv=3.966, sprd=0.018]
Ep 056/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.716, pair=0.002, adv=3.966, sprd=0.018]
Ep 056/60 [S3:+sens]:  53%|█ | 177/333 [02:03<01:47,  1.45it/s, loss=0.728, pair=0.000, adv=3.917, sprd=0.026]
Ep 056/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.728, pair=0.000, adv=3.917, sprd=0.026]
Ep 056/60 [S3:+sens]:  53%|█ | 178/333 [02:04<01:43,  1.50it/s, loss=0.729, pair=0.002, adv=3.929, sprd=0.023]
Ep 056/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.43it/s, loss=0.729, pair=0.002, adv=3.929, sprd=0.023]
Ep 056/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.43it/s, loss=0.704, pair=0.005, adv=4.031, sprd=0.019]
Ep 056/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:41,  1.51it/s, loss=0.704, pair=0.005, adv=4.031, sprd=0.019]
Ep 056/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:41,  1.51it/s, loss=0.794, pair=0.001, adv=3.903, sprd=0.020]
Ep 056/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.794, pair=0.001, adv=3.903, sprd=0.020]
Ep 056/60 [S3:+sens]:  54%|█ | 181/333 [02:06<01:45,  1.44it/s, loss=0.729, pair=0.006, adv=4.048, sprd=0.024]
Ep 056/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:40,  1.50it/s, loss=0.729, pair=0.006, adv=4.048, sprd=0.024]
Ep 056/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:40,  1.50it/s, loss=0.702, pair=0.005, adv=3.814, sprd=0.017]
Ep 056/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:41,  1.47it/s, loss=0.702, pair=0.005, adv=3.814, sprd=0.017]
Ep 056/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:41,  1.47it/s, loss=0.731, pair=0.000, adv=4.286, sprd=0.027]
Ep 056/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.731, pair=0.000, adv=4.286, sprd=0.027]
Ep 056/60 [S3:+sens]:  55%|█ | 184/333 [02:08<01:38,  1.51it/s, loss=0.736, pair=0.003, adv=3.929, sprd=0.026]
Ep 056/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:42,  1.44it/s, loss=0.736, pair=0.003, adv=3.929, sprd=0.026]
Ep 056/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:42,  1.44it/s, loss=0.716, pair=0.004, adv=4.034, sprd=0.021]
Ep 056/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:36,  1.52it/s, loss=0.716, pair=0.004, adv=4.034, sprd=0.021]
Ep 056/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:36,  1.52it/s, loss=0.717, pair=0.007, adv=4.210, sprd=0.021]
Ep 056/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.717, pair=0.007, adv=4.210, sprd=0.021]
Ep 056/60 [S3:+sens]:  56%|█ | 187/333 [02:10<01:41,  1.44it/s, loss=0.700, pair=0.002, adv=3.885, sprd=0.018]
Ep 056/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.700, pair=0.002, adv=3.885, sprd=0.018]
Ep 056/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.740, pair=0.004, adv=3.674, sprd=0.028]
Ep 056/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.740, pair=0.004, adv=3.674, sprd=0.028]
Ep 056/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:39,  1.45it/s, loss=0.741, pair=0.001, adv=3.790, sprd=0.027]
Ep 056/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.50it/s, loss=0.741, pair=0.001, adv=3.790, sprd=0.027]
Ep 056/60 [S3:+sens]:  57%|█▏| 190/333 [02:12<01:35,  1.50it/s, loss=0.718, pair=0.004, adv=3.853, sprd=0.020]
Ep 056/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.718, pair=0.004, adv=3.853, sprd=0.020]
Ep 056/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.709, pair=0.008, adv=4.099, sprd=0.018]
Ep 056/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.53it/s, loss=0.709, pair=0.008, adv=4.099, sprd=0.018]
Ep 056/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:32,  1.53it/s, loss=0.725, pair=0.007, adv=3.863, sprd=0.023]
Ep 056/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:35,  1.46it/s, loss=0.725, pair=0.007, adv=3.863, sprd=0.023]
Ep 056/60 [S3:+sens]:  58%|█▏| 193/333 [02:14<01:35,  1.46it/s, loss=0.734, pair=0.000, adv=4.074, sprd=0.024]
Ep 056/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.51it/s, loss=0.734, pair=0.000, adv=4.074, sprd=0.024]
Ep 056/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.51it/s, loss=0.717, pair=0.003, adv=3.825, sprd=0.021]
Ep 056/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.717, pair=0.003, adv=3.825, sprd=0.021]
Ep 056/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:35,  1.45it/s, loss=0.747, pair=0.000, adv=3.878, sprd=0.031]
Ep 056/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.747, pair=0.000, adv=3.878, sprd=0.031]
Ep 056/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:31,  1.50it/s, loss=0.755, pair=0.000, adv=3.777, sprd=0.029]
Ep 056/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:38,  1.38it/s, loss=0.755, pair=0.000, adv=3.777, sprd=0.029]
Ep 056/60 [S3:+sens]:  59%|█▏| 197/333 [02:17<01:38,  1.38it/s, loss=0.714, pair=0.000, adv=3.439, sprd=0.019]
Ep 056/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:32,  1.46it/s, loss=0.714, pair=0.000, adv=3.439, sprd=0.019]
Ep 056/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:32,  1.46it/s, loss=0.701, pair=0.003, adv=3.929, sprd=0.018]
Ep 056/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.701, pair=0.003, adv=3.929, sprd=0.018]
Ep 056/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:33,  1.43it/s, loss=0.696, pair=0.001, adv=3.645, sprd=0.017]
Ep 056/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.52it/s, loss=0.696, pair=0.001, adv=3.645, sprd=0.017]
Ep 056/60 [S3:+sens]:  60%|█▏| 200/333 [02:19<01:27,  1.52it/s, loss=0.735, pair=0.003, adv=3.926, sprd=0.024]
Ep 056/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:33,  1.41it/s, loss=0.735, pair=0.003, adv=3.926, sprd=0.024]
Ep 056/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:33,  1.41it/s, loss=0.713, pair=0.001, adv=4.481, sprd=0.021]
Ep 056/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.713, pair=0.001, adv=4.481, sprd=0.021]
Ep 056/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:27,  1.50it/s, loss=0.725, pair=0.004, adv=3.737, sprd=0.022]
Ep 056/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.725, pair=0.004, adv=3.737, sprd=0.022]
Ep 056/60 [S3:+sens]:  61%|█▏| 203/333 [02:21<01:32,  1.41it/s, loss=0.724, pair=0.003, adv=3.942, sprd=0.024]
Ep 056/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.48it/s, loss=0.724, pair=0.003, adv=3.942, sprd=0.024]
Ep 056/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.48it/s, loss=0.718, pair=0.000, adv=3.945, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:31,  1.41it/s, loss=0.718, pair=0.000, adv=3.945, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:31,  1.41it/s, loss=0.724, pair=0.003, adv=3.918, sprd=0.024]
Ep 056/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:26,  1.47it/s, loss=0.724, pair=0.003, adv=3.918, sprd=0.024]
Ep 056/60 [S3:+sens]:  62%|█▏| 206/333 [02:23<01:26,  1.47it/s, loss=0.778, pair=0.004, adv=3.921, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.44it/s, loss=0.778, pair=0.004, adv=3.921, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.44it/s, loss=0.716, pair=0.002, adv=3.942, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.716, pair=0.002, adv=3.942, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:22,  1.52it/s, loss=0.704, pair=0.006, adv=3.945, sprd=0.018]
Ep 056/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.44it/s, loss=0.704, pair=0.006, adv=3.945, sprd=0.018]
Ep 056/60 [S3:+sens]:  63%|█▎| 209/333 [02:25<01:26,  1.44it/s, loss=0.733, pair=0.005, adv=4.190, sprd=0.026]
Ep 056/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.48it/s, loss=0.733, pair=0.005, adv=4.190, sprd=0.026]
Ep 056/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.48it/s, loss=0.724, pair=0.000, adv=3.989, sprd=0.024]
Ep 056/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.44it/s, loss=0.724, pair=0.000, adv=3.989, sprd=0.024]
Ep 056/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:24,  1.44it/s, loss=0.737, pair=0.000, adv=3.951, sprd=0.026]
Ep 056/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.50it/s, loss=0.737, pair=0.000, adv=3.951, sprd=0.026]
Ep 056/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:20,  1.50it/s, loss=0.694, pair=0.003, adv=3.791, sprd=0.017]
Ep 056/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.45it/s, loss=0.694, pair=0.003, adv=3.791, sprd=0.017]
Ep 056/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.45it/s, loss=0.724, pair=0.002, adv=4.001, sprd=0.024]
Ep 056/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.49it/s, loss=0.724, pair=0.002, adv=4.001, sprd=0.024]
Ep 056/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.49it/s, loss=0.717, pair=0.000, adv=3.974, sprd=0.023]
Ep 056/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.717, pair=0.000, adv=3.974, sprd=0.023]
Ep 056/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:21,  1.44it/s, loss=0.728, pair=0.000, adv=3.989, sprd=0.026]
Ep 056/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.51it/s, loss=0.728, pair=0.000, adv=3.989, sprd=0.026]
Ep 056/60 [S3:+sens]:  65%|█▎| 216/333 [02:30<01:17,  1.51it/s, loss=0.732, pair=0.002, adv=3.890, sprd=0.024]
Ep 056/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.44it/s, loss=0.732, pair=0.002, adv=3.890, sprd=0.024]
Ep 056/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.44it/s, loss=0.711, pair=0.000, adv=3.890, sprd=0.021]
Ep 056/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.711, pair=0.000, adv=3.890, sprd=0.021]
Ep 056/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:16,  1.51it/s, loss=0.724, pair=0.011, adv=4.328, sprd=0.023]
Ep 056/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.724, pair=0.011, adv=4.328, sprd=0.023]
Ep 056/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.721, pair=0.002, adv=4.128, sprd=0.021]
Ep 056/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.721, pair=0.002, adv=4.128, sprd=0.021]
Ep 056/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:14,  1.51it/s, loss=0.745, pair=0.004, adv=4.085, sprd=0.028]
Ep 056/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.745, pair=0.004, adv=4.085, sprd=0.028]
Ep 056/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:17,  1.45it/s, loss=0.733, pair=0.002, adv=3.837, sprd=0.026]
Ep 056/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.49it/s, loss=0.733, pair=0.002, adv=3.837, sprd=0.026]
Ep 056/60 [S3:+sens]:  67%|█▎| 222/333 [02:34<01:14,  1.49it/s, loss=0.748, pair=0.001, adv=3.794, sprd=0.028]
Ep 056/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.41it/s, loss=0.748, pair=0.001, adv=3.794, sprd=0.028]
Ep 056/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.41it/s, loss=0.716, pair=0.007, adv=4.128, sprd=0.019]
Ep 056/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.49it/s, loss=0.716, pair=0.007, adv=4.128, sprd=0.019]
Ep 056/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:12,  1.49it/s, loss=0.729, pair=0.000, adv=3.871, sprd=0.024]
Ep 056/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.729, pair=0.000, adv=3.871, sprd=0.024]
Ep 056/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:14,  1.45it/s, loss=0.718, pair=0.001, adv=3.895, sprd=0.023]
Ep 056/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:09,  1.53it/s, loss=0.718, pair=0.001, adv=3.895, sprd=0.023]
Ep 056/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:09,  1.53it/s, loss=0.736, pair=0.003, adv=3.993, sprd=0.025]
Ep 056/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:12,  1.47it/s, loss=0.736, pair=0.003, adv=3.993, sprd=0.025]
Ep 056/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:12,  1.47it/s, loss=0.730, pair=0.000, adv=3.987, sprd=0.026]
Ep 056/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.51it/s, loss=0.730, pair=0.000, adv=3.987, sprd=0.026]
Ep 056/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:09,  1.51it/s, loss=0.727, pair=0.000, adv=4.353, sprd=0.022]
Ep 056/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.43it/s, loss=0.727, pair=0.000, adv=4.353, sprd=0.022]
Ep 056/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.43it/s, loss=0.716, pair=0.000, adv=3.801, sprd=0.022]
Ep 056/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.50it/s, loss=0.716, pair=0.000, adv=3.801, sprd=0.022]
Ep 056/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:08,  1.50it/s, loss=0.727, pair=0.001, adv=4.056, sprd=0.027]
Ep 056/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:10,  1.45it/s, loss=0.727, pair=0.001, adv=4.056, sprd=0.027]
Ep 056/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:10,  1.45it/s, loss=0.711, pair=0.005, adv=3.906, sprd=0.022]
Ep 056/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:06,  1.52it/s, loss=0.711, pair=0.005, adv=3.906, sprd=0.022]
Ep 056/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:06,  1.52it/s, loss=0.715, pair=0.001, adv=4.192, sprd=0.022]
Ep 056/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:08,  1.45it/s, loss=0.715, pair=0.001, adv=4.192, sprd=0.022]
Ep 056/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:08,  1.45it/s, loss=0.706, pair=0.001, adv=4.009, sprd=0.019]
Ep 056/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.52it/s, loss=0.706, pair=0.001, adv=4.009, sprd=0.019]
Ep 056/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:05,  1.52it/s, loss=0.722, pair=0.001, adv=3.894, sprd=0.023]
Ep 056/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.44it/s, loss=0.722, pair=0.001, adv=3.894, sprd=0.023]
Ep 056/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.44it/s, loss=0.716, pair=0.002, adv=4.334, sprd=0.022]
Ep 056/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.716, pair=0.002, adv=4.334, sprd=0.022]
Ep 056/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.51it/s, loss=0.719, pair=0.001, adv=4.354, sprd=0.022]
Ep 056/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.45it/s, loss=0.719, pair=0.001, adv=4.354, sprd=0.022]
Ep 056/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:06,  1.45it/s, loss=0.713, pair=0.002, adv=3.739, sprd=0.023]
Ep 056/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.49it/s, loss=0.713, pair=0.002, adv=3.739, sprd=0.023]
Ep 056/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.49it/s, loss=0.712, pair=0.000, adv=3.952, sprd=0.021]
Ep 056/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.712, pair=0.000, adv=3.952, sprd=0.021]
Ep 056/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.43it/s, loss=0.720, pair=0.000, adv=4.287, sprd=0.021]
Ep 056/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.720, pair=0.000, adv=4.287, sprd=0.021]
Ep 056/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.48it/s, loss=0.719, pair=0.007, adv=3.855, sprd=0.017]
Ep 056/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:06,  1.38it/s, loss=0.719, pair=0.007, adv=3.855, sprd=0.017]
Ep 056/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:06,  1.38it/s, loss=0.739, pair=0.003, adv=4.003, sprd=0.027]
Ep 056/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.46it/s, loss=0.739, pair=0.003, adv=4.003, sprd=0.027]
Ep 056/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.46it/s, loss=0.720, pair=0.001, adv=3.560, sprd=0.022]
Ep 056/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.720, pair=0.001, adv=3.560, sprd=0.022]
Ep 056/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:03,  1.42it/s, loss=0.721, pair=0.000, adv=4.266, sprd=0.023]
Ep 056/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.721, pair=0.000, adv=4.266, sprd=0.023]
Ep 056/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<01:00,  1.48it/s, loss=0.731, pair=0.006, adv=3.766, sprd=0.026]
Ep 056/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.44it/s, loss=0.731, pair=0.006, adv=3.766, sprd=0.026]
Ep 056/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.44it/s, loss=0.737, pair=0.004, adv=3.992, sprd=0.027]
Ep 056/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.50it/s, loss=0.737, pair=0.004, adv=3.992, sprd=0.027]
Ep 056/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.50it/s, loss=0.735, pair=0.000, adv=3.965, sprd=0.023]
Ep 056/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.38it/s, loss=0.735, pair=0.000, adv=3.965, sprd=0.023]
Ep 056/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:02,  1.38it/s, loss=0.735, pair=0.000, adv=4.258, sprd=0.026]
Ep 056/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:58,  1.45it/s, loss=0.735, pair=0.000, adv=4.258, sprd=0.026]
Ep 056/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:58,  1.45it/s, loss=0.719, pair=0.000, adv=3.966, sprd=0.018]
Ep 056/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:01,  1.37it/s, loss=0.719, pair=0.000, adv=3.966, sprd=0.018]
Ep 056/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:01,  1.37it/s, loss=0.740, pair=0.000, adv=3.810, sprd=0.027]
Ep 056/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:57,  1.44it/s, loss=0.740, pair=0.000, adv=3.810, sprd=0.027]
Ep 056/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:57,  1.44it/s, loss=0.734, pair=0.000, adv=4.130, sprd=0.025]
Ep 056/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.41it/s, loss=0.734, pair=0.000, adv=4.130, sprd=0.025]
Ep 056/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.41it/s, loss=0.699, pair=0.000, adv=4.190, sprd=0.017]
Ep 056/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.51it/s, loss=0.699, pair=0.000, adv=4.190, sprd=0.017]
Ep 056/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:53,  1.51it/s, loss=0.705, pair=0.000, adv=3.690, sprd=0.018]
Ep 056/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:54,  1.45it/s, loss=0.705, pair=0.000, adv=3.690, sprd=0.018]
Ep 056/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:54,  1.45it/s, loss=0.733, pair=0.000, adv=4.506, sprd=0.024]
Ep 056/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.51it/s, loss=0.733, pair=0.000, adv=4.506, sprd=0.024]
Ep 056/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.51it/s, loss=0.725, pair=0.000, adv=4.287, sprd=0.019]
Ep 056/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.40it/s, loss=0.725, pair=0.000, adv=4.287, sprd=0.019]
Ep 056/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.40it/s, loss=0.726, pair=0.000, adv=3.893, sprd=0.024]
Ep 056/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.48it/s, loss=0.726, pair=0.000, adv=3.893, sprd=0.024]
Ep 056/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:52,  1.48it/s, loss=0.734, pair=0.000, adv=3.520, sprd=0.024]
Ep 056/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:55,  1.38it/s, loss=0.734, pair=0.000, adv=3.520, sprd=0.024]
Ep 056/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:55,  1.38it/s, loss=0.721, pair=0.004, adv=3.783, sprd=0.021]
Ep 056/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:51,  1.46it/s, loss=0.721, pair=0.004, adv=3.783, sprd=0.021]
Ep 056/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:51,  1.46it/s, loss=0.731, pair=0.000, adv=3.570, sprd=0.023]
Ep 056/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.41it/s, loss=0.731, pair=0.000, adv=3.570, sprd=0.023]
Ep 056/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.41it/s, loss=0.759, pair=0.000, adv=3.809, sprd=0.031]
Ep 056/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:50,  1.45it/s, loss=0.759, pair=0.000, adv=3.809, sprd=0.031]
Ep 056/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:50,  1.45it/s, loss=0.789, pair=0.000, adv=4.148, sprd=0.022]
Ep 056/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.789, pair=0.000, adv=4.148, sprd=0.022]
Ep 056/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.725, pair=0.004, adv=4.226, sprd=0.023]
Ep 056/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.47it/s, loss=0.725, pair=0.004, adv=4.226, sprd=0.023]
Ep 056/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.47it/s, loss=0.712, pair=0.000, adv=3.866, sprd=0.020]
Ep 056/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:51,  1.37it/s, loss=0.712, pair=0.000, adv=3.866, sprd=0.020]
Ep 056/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:51,  1.37it/s, loss=0.724, pair=0.001, adv=3.511, sprd=0.023]
Ep 056/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:47,  1.45it/s, loss=0.724, pair=0.001, adv=3.511, sprd=0.023]
Ep 056/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:47,  1.45it/s, loss=0.700, pair=0.003, adv=3.434, sprd=0.014]
Ep 056/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.43it/s, loss=0.700, pair=0.003, adv=3.434, sprd=0.014]
Ep 056/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.43it/s, loss=0.759, pair=0.004, adv=4.014, sprd=0.030]
Ep 056/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.759, pair=0.004, adv=4.014, sprd=0.030]
Ep 056/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.722, pair=0.000, adv=3.784, sprd=0.024]
Ep 056/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.722, pair=0.000, adv=3.784, sprd=0.024]
Ep 056/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:46,  1.42it/s, loss=0.709, pair=0.004, adv=3.814, sprd=0.019]
Ep 056/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.50it/s, loss=0.709, pair=0.004, adv=3.814, sprd=0.019]
Ep 056/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.50it/s, loss=0.731, pair=0.001, adv=4.078, sprd=0.025]
Ep 056/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.731, pair=0.001, adv=4.078, sprd=0.025]
Ep 056/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.45it/s, loss=0.716, pair=0.000, adv=3.850, sprd=0.020]
Ep 056/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.51it/s, loss=0.716, pair=0.000, adv=3.850, sprd=0.020]
Ep 056/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:41,  1.51it/s, loss=0.740, pair=0.000, adv=3.770, sprd=0.026]
Ep 056/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:44,  1.40it/s, loss=0.740, pair=0.000, adv=3.770, sprd=0.026]
Ep 056/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:44,  1.40it/s, loss=0.726, pair=0.000, adv=4.080, sprd=0.022]
Ep 056/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.726, pair=0.000, adv=4.080, sprd=0.022]
Ep 056/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:41,  1.48it/s, loss=0.714, pair=0.000, adv=4.131, sprd=0.020]
Ep 056/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.714, pair=0.000, adv=4.131, sprd=0.020]
Ep 056/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.42it/s, loss=0.758, pair=0.004, adv=3.743, sprd=0.032]
Ep 056/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.46it/s, loss=0.758, pair=0.004, adv=3.743, sprd=0.032]
Ep 056/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:40,  1.46it/s, loss=0.733, pair=0.001, adv=3.814, sprd=0.026]
Ep 056/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.40it/s, loss=0.733, pair=0.001, adv=3.814, sprd=0.026]
Ep 056/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.40it/s, loss=0.715, pair=0.007, adv=3.916, sprd=0.021]
Ep 056/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.49it/s, loss=0.715, pair=0.007, adv=3.916, sprd=0.021]
Ep 056/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.49it/s, loss=0.718, pair=0.006, adv=3.915, sprd=0.016]
Ep 056/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:40,  1.40it/s, loss=0.718, pair=0.006, adv=3.915, sprd=0.016]
Ep 056/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:40,  1.40it/s, loss=0.712, pair=0.004, adv=3.992, sprd=0.020]
Ep 056/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.48it/s, loss=0.712, pair=0.004, adv=3.992, sprd=0.020]
Ep 056/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.48it/s, loss=0.718, pair=0.005, adv=4.013, sprd=0.021]
Ep 056/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.44it/s, loss=0.718, pair=0.005, adv=4.013, sprd=0.021]
Ep 056/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:37,  1.44it/s, loss=0.727, pair=0.005, adv=4.173, sprd=0.022]
Ep 056/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.49it/s, loss=0.727, pair=0.005, adv=4.173, sprd=0.022]
Ep 056/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:35,  1.49it/s, loss=0.726, pair=0.000, adv=4.367, sprd=0.024]
Ep 056/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.43it/s, loss=0.726, pair=0.000, adv=4.367, sprd=0.024]
Ep 056/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.43it/s, loss=0.722, pair=0.001, adv=3.820, sprd=0.020]
Ep 056/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.50it/s, loss=0.722, pair=0.001, adv=3.820, sprd=0.020]
Ep 056/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.50it/s, loss=0.731, pair=0.000, adv=3.818, sprd=0.023]
Ep 056/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:36,  1.39it/s, loss=0.731, pair=0.000, adv=3.818, sprd=0.023]
Ep 056/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:36,  1.39it/s, loss=0.708, pair=0.002, adv=4.300, sprd=0.019]
Ep 056/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.708, pair=0.002, adv=4.300, sprd=0.019]
Ep 056/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.762, pair=0.001, adv=3.974, sprd=0.017]
Ep 056/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.42it/s, loss=0.762, pair=0.001, adv=3.974, sprd=0.017]
Ep 056/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:33,  1.42it/s, loss=0.727, pair=0.002, adv=3.385, sprd=0.020]
Ep 056/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.727, pair=0.002, adv=3.385, sprd=0.020]
Ep 056/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.49it/s, loss=0.728, pair=0.000, adv=3.908, sprd=0.024]
Ep 056/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.42it/s, loss=0.728, pair=0.000, adv=3.908, sprd=0.024]
Ep 056/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.42it/s, loss=0.733, pair=0.001, adv=4.205, sprd=0.025]
Ep 056/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.733, pair=0.001, adv=4.205, sprd=0.025]
Ep 056/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.49it/s, loss=0.695, pair=0.004, adv=3.794, sprd=0.018]
Ep 056/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.695, pair=0.004, adv=3.794, sprd=0.018]
Ep 056/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:30,  1.45it/s, loss=0.743, pair=0.003, adv=4.247, sprd=0.027]
Ep 056/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.743, pair=0.003, adv=4.247, sprd=0.027]
Ep 056/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.725, pair=0.000, adv=4.079, sprd=0.022]
Ep 056/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.42it/s, loss=0.725, pair=0.000, adv=4.079, sprd=0.022]
Ep 056/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.42it/s, loss=0.721, pair=0.000, adv=3.487, sprd=0.022]
Ep 056/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.48it/s, loss=0.721, pair=0.000, adv=3.487, sprd=0.022]
Ep 056/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.48it/s, loss=0.709, pair=0.000, adv=4.111, sprd=0.021]
Ep 056/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.43it/s, loss=0.709, pair=0.000, adv=4.111, sprd=0.021]
Ep 056/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.43it/s, loss=0.719, pair=0.000, adv=3.797, sprd=0.023]
Ep 056/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.719, pair=0.000, adv=3.797, sprd=0.023]
Ep 056/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.49it/s, loss=0.735, pair=0.006, adv=4.175, sprd=0.024]
Ep 056/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.40it/s, loss=0.735, pair=0.006, adv=4.175, sprd=0.024]
Ep 056/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:27,  1.40it/s, loss=0.746, pair=0.004, adv=4.286, sprd=0.030]
Ep 056/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.45it/s, loss=0.746, pair=0.004, adv=4.286, sprd=0.030]
Ep 056/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.45it/s, loss=0.799, pair=0.000, adv=3.876, sprd=0.023]
Ep 056/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.39it/s, loss=0.799, pair=0.000, adv=3.876, sprd=0.023]
Ep 056/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.39it/s, loss=0.739, pair=0.006, adv=4.095, sprd=0.028]
Ep 056/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.739, pair=0.006, adv=4.095, sprd=0.028]
Ep 056/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:24,  1.44it/s, loss=0.720, pair=0.000, adv=3.797, sprd=0.021]
Ep 056/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=0.720, pair=0.000, adv=3.797, sprd=0.021]
Ep 056/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.41it/s, loss=0.722, pair=0.000, adv=3.933, sprd=0.023]
Ep 056/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.48it/s, loss=0.722, pair=0.000, adv=3.933, sprd=0.023]
Ep 056/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.48it/s, loss=0.728, pair=0.000, adv=3.943, sprd=0.026]
Ep 056/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.728, pair=0.000, adv=3.943, sprd=0.026]
Ep 056/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.42it/s, loss=0.704, pair=0.000, adv=4.383, sprd=0.017]
Ep 056/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.50it/s, loss=0.704, pair=0.000, adv=4.383, sprd=0.017]
Ep 056/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.50it/s, loss=0.725, pair=0.003, adv=3.760, sprd=0.024]
Ep 056/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.43it/s, loss=0.725, pair=0.003, adv=3.760, sprd=0.024]
Ep 056/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.43it/s, loss=0.717, pair=0.000, adv=4.496, sprd=0.022]
Ep 056/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.49it/s, loss=0.717, pair=0.000, adv=4.496, sprd=0.022]
Ep 056/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.49it/s, loss=0.732, pair=0.001, adv=4.074, sprd=0.025]
Ep 056/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.46it/s, loss=0.732, pair=0.001, adv=4.074, sprd=0.025]
Ep 056/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.46it/s, loss=0.702, pair=0.000, adv=3.777, sprd=0.017]
Ep 056/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.52it/s, loss=0.702, pair=0.000, adv=3.777, sprd=0.017]
Ep 056/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:17,  1.52it/s, loss=0.726, pair=0.000, adv=3.737, sprd=0.022]
Ep 056/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.43it/s, loss=0.726, pair=0.000, adv=3.737, sprd=0.022]
Ep 056/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.43it/s, loss=0.733, pair=0.000, adv=3.973, sprd=0.025]
Ep 056/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.50it/s, loss=0.733, pair=0.000, adv=3.973, sprd=0.025]
Ep 056/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.50it/s, loss=0.770, pair=0.001, adv=3.495, sprd=0.015]
Ep 056/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.770, pair=0.001, adv=3.495, sprd=0.015]
Ep 056/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.728, pair=0.001, adv=4.105, sprd=0.023]
Ep 056/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.728, pair=0.001, adv=4.105, sprd=0.023]
Ep 056/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.709, pair=0.001, adv=3.579, sprd=0.018]
Ep 056/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.40it/s, loss=0.709, pair=0.001, adv=3.579, sprd=0.018]
Ep 056/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.40it/s, loss=0.726, pair=0.000, adv=4.113, sprd=0.025]
Ep 056/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.726, pair=0.000, adv=4.113, sprd=0.025]
Ep 056/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:14,  1.48it/s, loss=0.718, pair=0.001, adv=3.939, sprd=0.021]
Ep 056/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.718, pair=0.001, adv=3.939, sprd=0.021]
Ep 056/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.751, pair=0.000, adv=4.090, sprd=0.029]
Ep 056/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.47it/s, loss=0.751, pair=0.000, adv=4.090, sprd=0.029]
Ep 056/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.47it/s, loss=0.732, pair=0.000, adv=3.990, sprd=0.024]
Ep 056/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.41it/s, loss=0.732, pair=0.000, adv=3.990, sprd=0.024]
Ep 056/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.41it/s, loss=0.733, pair=0.000, adv=3.888, sprd=0.024]
Ep 056/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.733, pair=0.000, adv=3.888, sprd=0.024]
Ep 056/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.721, pair=0.000, adv=3.735, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.721, pair=0.000, adv=3.735, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.43it/s, loss=0.717, pair=0.000, adv=3.993, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.49it/s, loss=0.717, pair=0.000, adv=3.993, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.49it/s, loss=0.729, pair=0.000, adv=4.096, sprd=0.024]
Ep 056/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.729, pair=0.000, adv=4.096, sprd=0.024]
Ep 056/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.742, pair=0.001, adv=3.844, sprd=0.028]
Ep 056/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.742, pair=0.001, adv=3.844, sprd=0.028]
Ep 056/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.48it/s, loss=0.696, pair=0.001, adv=4.049, sprd=0.017]
Ep 056/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.696, pair=0.001, adv=4.049, sprd=0.017]
Ep 056/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.698, pair=0.001, adv=4.080, sprd=0.019]
Ep 056/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.698, pair=0.001, adv=4.080, sprd=0.019]
Ep 056/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.51it/s, loss=0.748, pair=0.005, adv=4.277, sprd=0.029]
Ep 056/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.748, pair=0.005, adv=4.277, sprd=0.029]
Ep 056/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.713, pair=0.002, adv=4.000, sprd=0.018]
Ep 056/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.51it/s, loss=0.713, pair=0.002, adv=4.000, sprd=0.018]
Ep 056/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:05,  1.51it/s, loss=0.730, pair=0.004, adv=3.808, sprd=0.023]
Ep 056/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.730, pair=0.004, adv=3.808, sprd=0.023]
Ep 056/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.738, pair=0.006, adv=3.820, sprd=0.027]
Ep 056/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.738, pair=0.006, adv=3.820, sprd=0.027]
Ep 056/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.717, pair=0.002, adv=3.935, sprd=0.019]
Ep 056/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.717, pair=0.002, adv=3.935, sprd=0.019]
Ep 056/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.710, pair=0.000, adv=3.910, sprd=0.019]
Ep 056/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.710, pair=0.000, adv=3.910, sprd=0.019]
Ep 056/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.729, pair=0.009, adv=4.224, sprd=0.026]
Ep 056/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.729, pair=0.009, adv=4.224, sprd=0.026]
Ep 056/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.707, pair=0.001, adv=3.789, sprd=0.018]
Ep 056/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.53it/s, loss=0.707, pair=0.001, adv=3.789, sprd=0.018]
Ep 056/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:01,  1.53it/s, loss=0.749, pair=0.007, adv=3.684, sprd=0.028]
Ep 056/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.749, pair=0.007, adv=3.684, sprd=0.028]
Ep 056/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.712, pair=0.000, adv=4.137, sprd=0.021]
Ep 056/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.53it/s, loss=0.712, pair=0.000, adv=4.137, sprd=0.021]
Ep 056/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.53it/s, loss=0.730, pair=0.001, adv=3.816, sprd=0.025]
Ep 056/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.44it/s, loss=0.730, pair=0.001, adv=3.816, sprd=0.025]
                                                                                                              
Epoch 056/60 [S3:+sens]  loss=0.7270  mat=0.2383  sens=1.0120  pair=0.0019  adv=3.9327(rand=3.37)  deg=0.0074  orth=0.0005  spread=0.0228  q_mean=49.4  q_std=15.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=6.62e-06  230s

Ep 057/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 057/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.728, pair=0.004, adv=4.119, sprd=0.022]
Ep 057/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:33,  1.19s/it, loss=0.728, pair=0.004, adv=4.119, sprd=0.022]
Ep 057/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:33,  1.19s/it, loss=0.724, pair=0.000, adv=4.208, sprd=0.021]
Ep 057/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:34,  1.21it/s, loss=0.724, pair=0.000, adv=4.208, sprd=0.021]
Ep 057/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:34,  1.21it/s, loss=0.736, pair=0.000, adv=3.952, sprd=0.027]
Ep 057/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:22,  1.26it/s, loss=0.736, pair=0.000, adv=3.952, sprd=0.027]
Ep 057/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:22,  1.26it/s, loss=0.727, pair=0.001, adv=3.880, sprd=0.025]
Ep 057/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.727, pair=0.001, adv=3.880, sprd=0.025]
Ep 057/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.726, pair=0.002, adv=4.035, sprd=0.023]
Ep 057/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:55,  1.39it/s, loss=0.726, pair=0.002, adv=4.035, sprd=0.023]
Ep 057/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:55,  1.39it/s, loss=0.734, pair=0.000, adv=4.326, sprd=0.024]
Ep 057/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:41,  1.48it/s, loss=0.734, pair=0.000, adv=4.326, sprd=0.024]
Ep 057/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:41,  1.48it/s, loss=0.722, pair=0.013, adv=4.120, sprd=0.019]
Ep 057/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.42it/s, loss=0.722, pair=0.013, adv=4.120, sprd=0.019]
Ep 057/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.42it/s, loss=0.720, pair=0.001, adv=3.936, sprd=0.020]
Ep 057/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:40,  1.47it/s, loss=0.720, pair=0.001, adv=3.936, sprd=0.020]
Ep 057/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:40,  1.47it/s, loss=0.736, pair=0.000, adv=3.846, sprd=0.024]
Ep 057/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:55,  1.37it/s, loss=0.736, pair=0.000, adv=3.846, sprd=0.024]
Ep 057/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:55,  1.37it/s, loss=0.736, pair=0.000, adv=4.105, sprd=0.027]
Ep 057/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:42,  1.45it/s, loss=0.736, pair=0.000, adv=4.105, sprd=0.027]
Ep 057/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:42,  1.45it/s, loss=0.723, pair=0.000, adv=4.086, sprd=0.023]
Ep 057/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.40it/s, loss=0.723, pair=0.000, adv=4.086, sprd=0.023]
Ep 057/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.40it/s, loss=0.722, pair=0.001, adv=3.661, sprd=0.022]
Ep 057/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:37,  1.48it/s, loss=0.722, pair=0.001, adv=3.661, sprd=0.022]
Ep 057/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:37,  1.48it/s, loss=0.730, pair=0.000, adv=4.074, sprd=0.024]
Ep 057/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.41it/s, loss=0.730, pair=0.000, adv=4.074, sprd=0.024]
Ep 057/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:46,  1.41it/s, loss=0.739, pair=0.004, adv=3.737, sprd=0.027]
Ep 057/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.739, pair=0.004, adv=3.737, sprd=0.027]
Ep 057/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.724, pair=0.001, adv=3.888, sprd=0.022]
Ep 057/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:44,  1.42it/s, loss=0.724, pair=0.001, adv=3.888, sprd=0.022]
Ep 057/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:44,  1.42it/s, loss=0.739, pair=0.002, adv=4.176, sprd=0.027]
Ep 057/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:36,  1.46it/s, loss=0.739, pair=0.002, adv=4.176, sprd=0.027]
Ep 057/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:36,  1.46it/s, loss=0.743, pair=0.001, adv=4.041, sprd=0.028]
Ep 057/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.41it/s, loss=0.743, pair=0.001, adv=4.041, sprd=0.028]
Ep 057/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.41it/s, loss=0.718, pair=0.000, adv=3.379, sprd=0.023]
Ep 057/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:30,  1.49it/s, loss=0.718, pair=0.000, adv=3.379, sprd=0.023]
Ep 057/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:30,  1.49it/s, loss=0.729, pair=0.001, adv=4.020, sprd=0.025]
Ep 057/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:45,  1.40it/s, loss=0.729, pair=0.001, adv=4.020, sprd=0.025]
Ep 057/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:45,  1.40it/s, loss=0.726, pair=0.000, adv=3.921, sprd=0.023]
Ep 057/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.49it/s, loss=0.726, pair=0.000, adv=3.921, sprd=0.023]
Ep 057/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.49it/s, loss=0.716, pair=0.010, adv=3.774, sprd=0.021]
Ep 057/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:36,  1.44it/s, loss=0.716, pair=0.010, adv=3.774, sprd=0.021]
Ep 057/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:36,  1.44it/s, loss=0.744, pair=0.000, adv=3.883, sprd=0.029]
Ep 057/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.49it/s, loss=0.744, pair=0.000, adv=3.883, sprd=0.029]
Ep 057/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.49it/s, loss=0.724, pair=0.000, adv=4.477, sprd=0.023]
Ep 057/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.724, pair=0.000, adv=4.477, sprd=0.023]
Ep 057/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.708, pair=0.002, adv=3.876, sprd=0.018]
Ep 057/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.50it/s, loss=0.708, pair=0.002, adv=3.876, sprd=0.018]
Ep 057/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.50it/s, loss=0.696, pair=0.001, adv=3.682, sprd=0.017]
Ep 057/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:33,  1.44it/s, loss=0.696, pair=0.001, adv=3.682, sprd=0.017]
Ep 057/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:33,  1.44it/s, loss=0.728, pair=0.000, adv=3.840, sprd=0.021]
Ep 057/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.728, pair=0.000, adv=3.840, sprd=0.021]
Ep 057/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:24,  1.50it/s, loss=0.732, pair=0.004, adv=3.692, sprd=0.024]
Ep 057/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.42it/s, loss=0.732, pair=0.004, adv=3.692, sprd=0.024]
Ep 057/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.42it/s, loss=0.705, pair=0.002, adv=3.798, sprd=0.021]
Ep 057/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:21,  1.51it/s, loss=0.705, pair=0.002, adv=3.798, sprd=0.021]
Ep 057/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:21,  1.51it/s, loss=0.713, pair=0.002, adv=3.775, sprd=0.017]
Ep 057/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:38,  1.39it/s, loss=0.713, pair=0.002, adv=3.775, sprd=0.017]
Ep 057/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:38,  1.39it/s, loss=0.741, pair=0.000, adv=3.862, sprd=0.028]
Ep 057/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:27,  1.46it/s, loss=0.741, pair=0.000, adv=3.862, sprd=0.028]
Ep 057/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:27,  1.46it/s, loss=0.710, pair=0.002, adv=3.660, sprd=0.018]
Ep 057/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:31,  1.43it/s, loss=0.710, pair=0.002, adv=3.660, sprd=0.018]
Ep 057/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:31,  1.43it/s, loss=0.711, pair=0.004, adv=3.650, sprd=0.021]
Ep 057/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:20,  1.50it/s, loss=0.711, pair=0.004, adv=3.650, sprd=0.021]
Ep 057/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:20,  1.50it/s, loss=0.729, pair=0.000, adv=4.183, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.45it/s, loss=0.729, pair=0.000, adv=4.183, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.45it/s, loss=0.734, pair=0.000, adv=3.733, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:19,  1.50it/s, loss=0.734, pair=0.000, adv=3.733, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:19,  1.50it/s, loss=0.702, pair=0.006, adv=3.703, sprd=0.018]
Ep 057/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.44it/s, loss=0.702, pair=0.006, adv=3.703, sprd=0.018]
Ep 057/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:27,  1.44it/s, loss=0.719, pair=0.003, adv=3.806, sprd=0.023]
Ep 057/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.50it/s, loss=0.719, pair=0.003, adv=3.806, sprd=0.023]
Ep 057/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.50it/s, loss=0.710, pair=0.007, adv=3.931, sprd=0.019]
Ep 057/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:30,  1.40it/s, loss=0.710, pair=0.007, adv=3.931, sprd=0.019]
Ep 057/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:30,  1.40it/s, loss=0.734, pair=0.000, adv=3.741, sprd=0.024]
Ep 057/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:19,  1.48it/s, loss=0.734, pair=0.000, adv=3.741, sprd=0.024]
Ep 057/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:19,  1.48it/s, loss=0.716, pair=0.001, adv=3.681, sprd=0.020]
Ep 057/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.41it/s, loss=0.716, pair=0.001, adv=3.681, sprd=0.020]
Ep 057/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.41it/s, loss=0.710, pair=0.004, adv=4.210, sprd=0.021]
Ep 057/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:16,  1.49it/s, loss=0.710, pair=0.004, adv=4.210, sprd=0.021]
Ep 057/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:16,  1.49it/s, loss=0.712, pair=0.003, adv=4.197, sprd=0.019]
Ep 057/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:23,  1.44it/s, loss=0.712, pair=0.003, adv=4.197, sprd=0.019]
Ep 057/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:23,  1.44it/s, loss=0.726, pair=0.000, adv=4.030, sprd=0.024]
Ep 057/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.726, pair=0.000, adv=4.030, sprd=0.024]
Ep 057/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.736, pair=0.000, adv=3.849, sprd=0.026]
Ep 057/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.44it/s, loss=0.736, pair=0.000, adv=3.849, sprd=0.026]
Ep 057/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.44it/s, loss=0.735, pair=0.000, adv=3.813, sprd=0.025]
Ep 057/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:14,  1.49it/s, loss=0.735, pair=0.000, adv=3.813, sprd=0.025]
Ep 057/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:14,  1.49it/s, loss=0.727, pair=0.000, adv=4.072, sprd=0.023]
Ep 057/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.727, pair=0.000, adv=4.072, sprd=0.023]
Ep 057/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.716, pair=0.003, adv=3.947, sprd=0.021]
Ep 057/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.716, pair=0.003, adv=3.947, sprd=0.021]
Ep 057/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.692, pair=0.002, adv=4.093, sprd=0.016]
Ep 057/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.692, pair=0.002, adv=4.093, sprd=0.016]
Ep 057/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.709, pair=0.000, adv=4.223, sprd=0.020]
Ep 057/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.709, pair=0.000, adv=4.223, sprd=0.020]
Ep 057/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:09,  1.50it/s, loss=0.734, pair=0.000, adv=4.163, sprd=0.027]
Ep 057/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.734, pair=0.000, adv=4.163, sprd=0.027]
Ep 057/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.748, pair=0.000, adv=3.647, sprd=0.030]
Ep 057/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:10,  1.48it/s, loss=0.748, pair=0.000, adv=3.647, sprd=0.030]
Ep 057/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:10,  1.48it/s, loss=0.734, pair=0.000, adv=3.997, sprd=0.024]
Ep 057/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:24,  1.38it/s, loss=0.734, pair=0.000, adv=3.997, sprd=0.024]
Ep 057/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:24,  1.38it/s, loss=0.725, pair=0.000, adv=3.947, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:12,  1.46it/s, loss=0.725, pair=0.000, adv=3.947, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:12,  1.46it/s, loss=0.715, pair=0.000, adv=4.057, sprd=0.021]
Ep 057/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:19,  1.41it/s, loss=0.715, pair=0.000, adv=4.057, sprd=0.021]
Ep 057/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:19,  1.41it/s, loss=0.734, pair=0.004, adv=4.068, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:09,  1.47it/s, loss=0.734, pair=0.004, adv=4.068, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:09,  1.47it/s, loss=0.706, pair=0.000, adv=3.936, sprd=0.019]
Ep 057/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.45it/s, loss=0.706, pair=0.000, adv=3.936, sprd=0.019]
Ep 057/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.45it/s, loss=0.715, pair=0.001, adv=4.226, sprd=0.021]
Ep 057/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.715, pair=0.001, adv=4.226, sprd=0.021]
Ep 057/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.817, pair=0.000, adv=4.231, sprd=0.028]
Ep 057/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.817, pair=0.000, adv=4.231, sprd=0.028]
Ep 057/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:10,  1.45it/s, loss=0.722, pair=0.000, adv=3.947, sprd=0.024]
Ep 057/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.50it/s, loss=0.722, pair=0.000, adv=3.947, sprd=0.024]
Ep 057/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.50it/s, loss=0.710, pair=0.000, adv=3.621, sprd=0.019]
Ep 057/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:09,  1.45it/s, loss=0.710, pair=0.000, adv=3.621, sprd=0.019]
Ep 057/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:09,  1.45it/s, loss=0.708, pair=0.002, adv=3.703, sprd=0.020]
Ep 057/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.51it/s, loss=0.708, pair=0.002, adv=3.703, sprd=0.020]
Ep 057/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.51it/s, loss=0.734, pair=0.001, adv=4.116, sprd=0.024]
Ep 057/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.734, pair=0.001, adv=4.116, sprd=0.024]
Ep 057/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.721, pair=0.000, adv=3.806, sprd=0.023]
Ep 057/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:58,  1.51it/s, loss=0.721, pair=0.000, adv=3.806, sprd=0.023]
Ep 057/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:58,  1.51it/s, loss=0.743, pair=0.001, adv=4.180, sprd=0.026]
Ep 057/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:08,  1.43it/s, loss=0.743, pair=0.001, adv=4.180, sprd=0.026]
Ep 057/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.43it/s, loss=0.717, pair=0.000, adv=4.039, sprd=0.020]
Ep 057/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.717, pair=0.000, adv=4.039, sprd=0.020]
Ep 057/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.717, pair=0.003, adv=3.869, sprd=0.022]
Ep 057/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:01,  1.47it/s, loss=0.717, pair=0.003, adv=3.869, sprd=0.022]
Ep 057/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:01,  1.47it/s, loss=0.710, pair=0.008, adv=4.039, sprd=0.020]
Ep 057/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:55,  1.52it/s, loss=0.710, pair=0.008, adv=4.039, sprd=0.020]
Ep 057/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:55,  1.52it/s, loss=0.739, pair=0.001, adv=3.831, sprd=0.028]
Ep 057/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:03,  1.45it/s, loss=0.739, pair=0.001, adv=3.831, sprd=0.028]
Ep 057/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:03,  1.45it/s, loss=0.730, pair=0.000, adv=3.889, sprd=0.025]
Ep 057/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:55,  1.51it/s, loss=0.730, pair=0.000, adv=3.889, sprd=0.025]
Ep 057/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:55,  1.51it/s, loss=0.714, pair=0.000, adv=3.918, sprd=0.021]
Ep 057/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:02,  1.45it/s, loss=0.714, pair=0.000, adv=3.918, sprd=0.021]
Ep 057/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:02,  1.45it/s, loss=0.737, pair=0.004, adv=3.667, sprd=0.024]
Ep 057/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.737, pair=0.004, adv=3.667, sprd=0.024]
Ep 057/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.711, pair=0.001, adv=4.141, sprd=0.017]
Ep 057/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:07,  1.39it/s, loss=0.711, pair=0.001, adv=4.141, sprd=0.017]
Ep 057/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:07,  1.39it/s, loss=0.756, pair=0.001, adv=3.855, sprd=0.031]
Ep 057/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<03:00,  1.45it/s, loss=0.756, pair=0.001, adv=3.855, sprd=0.031]
Ep 057/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<03:00,  1.45it/s, loss=0.719, pair=0.002, adv=3.623, sprd=0.020]
Ep 057/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:05,  1.40it/s, loss=0.719, pair=0.002, adv=3.623, sprd=0.020]
Ep 057/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:05,  1.40it/s, loss=0.718, pair=0.000, adv=3.736, sprd=0.022]
Ep 057/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:55,  1.47it/s, loss=0.718, pair=0.000, adv=3.736, sprd=0.022]
Ep 057/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:55,  1.47it/s, loss=0.715, pair=0.000, adv=3.657, sprd=0.020]
Ep 057/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:03,  1.41it/s, loss=0.715, pair=0.000, adv=3.657, sprd=0.020]
Ep 057/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.755, pair=0.001, adv=3.868, sprd=0.031]
Ep 057/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:56,  1.46it/s, loss=0.755, pair=0.001, adv=3.868, sprd=0.031]
Ep 057/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:56,  1.46it/s, loss=0.740, pair=0.000, adv=3.934, sprd=0.023]
Ep 057/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:09,  1.35it/s, loss=0.740, pair=0.000, adv=3.934, sprd=0.023]
Ep 057/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:09,  1.35it/s, loss=0.693, pair=0.003, adv=3.350, sprd=0.017]
Ep 057/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:53,  1.47it/s, loss=0.693, pair=0.003, adv=3.350, sprd=0.017]
Ep 057/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.726, pair=0.000, adv=3.969, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:59,  1.42it/s, loss=0.726, pair=0.000, adv=3.969, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.42it/s, loss=0.714, pair=0.000, adv=3.856, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:50,  1.49it/s, loss=0.714, pair=0.000, adv=3.856, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:50,  1.49it/s, loss=0.712, pair=0.000, adv=3.779, sprd=0.019]
Ep 057/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.712, pair=0.000, adv=3.779, sprd=0.019]
Ep 057/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.748, pair=0.003, adv=3.794, sprd=0.029]
Ep 057/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:50,  1.47it/s, loss=0.748, pair=0.003, adv=3.794, sprd=0.029]
Ep 057/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:50,  1.47it/s, loss=0.710, pair=0.000, adv=4.040, sprd=0.023]
Ep 057/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.41it/s, loss=0.710, pair=0.000, adv=4.040, sprd=0.023]
Ep 057/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:56,  1.41it/s, loss=0.715, pair=0.001, adv=3.741, sprd=0.020]
Ep 057/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.48it/s, loss=0.715, pair=0.001, adv=3.741, sprd=0.020]
Ep 057/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.48it/s, loss=0.717, pair=0.000, adv=3.997, sprd=0.021]
Ep 057/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:51,  1.45it/s, loss=0.717, pair=0.000, adv=3.997, sprd=0.021]
Ep 057/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:51,  1.45it/s, loss=0.715, pair=0.001, adv=4.231, sprd=0.020]
Ep 057/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.715, pair=0.001, adv=4.231, sprd=0.020]
Ep 057/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:43,  1.51it/s, loss=0.719, pair=0.001, adv=3.867, sprd=0.021]
Ep 057/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:47,  1.47it/s, loss=0.719, pair=0.001, adv=3.867, sprd=0.021]
Ep 057/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:47,  1.47it/s, loss=0.733, pair=0.001, adv=4.174, sprd=0.025]
Ep 057/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:40,  1.53it/s, loss=0.733, pair=0.001, adv=4.174, sprd=0.025]
Ep 057/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:40,  1.53it/s, loss=0.723, pair=0.003, adv=4.163, sprd=0.022]
Ep 057/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:47,  1.46it/s, loss=0.723, pair=0.003, adv=4.163, sprd=0.022]
Ep 057/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:47,  1.46it/s, loss=0.715, pair=0.000, adv=3.584, sprd=0.020]
Ep 057/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:39,  1.52it/s, loss=0.715, pair=0.000, adv=3.584, sprd=0.020]
Ep 057/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:39,  1.52it/s, loss=0.738, pair=0.007, adv=4.152, sprd=0.023]
Ep 057/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:48,  1.44it/s, loss=0.738, pair=0.007, adv=4.152, sprd=0.023]
Ep 057/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.702, pair=0.003, adv=4.413, sprd=0.017]
Ep 057/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:37,  1.53it/s, loss=0.702, pair=0.003, adv=4.413, sprd=0.017]
Ep 057/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:37,  1.53it/s, loss=0.711, pair=0.001, adv=4.145, sprd=0.019]
Ep 057/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:43,  1.47it/s, loss=0.711, pair=0.001, adv=4.145, sprd=0.019]
Ep 057/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:43,  1.47it/s, loss=0.719, pair=0.003, adv=3.861, sprd=0.019]
Ep 057/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:37,  1.52it/s, loss=0.719, pair=0.003, adv=3.861, sprd=0.019]
Ep 057/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:37,  1.52it/s, loss=0.731, pair=0.000, adv=3.925, sprd=0.023]
Ep 057/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:45,  1.43it/s, loss=0.731, pair=0.000, adv=3.925, sprd=0.023]
Ep 057/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:45,  1.43it/s, loss=0.722, pair=0.000, adv=3.944, sprd=0.023]
Ep 057/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.50it/s, loss=0.722, pair=0.000, adv=3.944, sprd=0.023]
Ep 057/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.50it/s, loss=0.727, pair=0.000, adv=4.217, sprd=0.025]
Ep 057/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:42,  1.45it/s, loss=0.727, pair=0.000, adv=4.217, sprd=0.025]
Ep 057/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.743, pair=0.005, adv=3.924, sprd=0.026]
Ep 057/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:37,  1.49it/s, loss=0.743, pair=0.005, adv=3.924, sprd=0.026]
Ep 057/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.49it/s, loss=0.729, pair=0.005, adv=4.184, sprd=0.024]
Ep 057/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.41it/s, loss=0.729, pair=0.005, adv=4.184, sprd=0.024]
Ep 057/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.41it/s, loss=0.720, pair=0.001, adv=4.181, sprd=0.023]
Ep 057/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:38,  1.47it/s, loss=0.720, pair=0.001, adv=4.181, sprd=0.023]
Ep 057/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:38,  1.47it/s, loss=0.713, pair=0.002, adv=3.785, sprd=0.020]
Ep 057/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:47,  1.39it/s, loss=0.713, pair=0.002, adv=3.785, sprd=0.020]
Ep 057/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:47,  1.39it/s, loss=0.734, pair=0.000, adv=3.852, sprd=0.025]
Ep 057/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:38,  1.46it/s, loss=0.734, pair=0.000, adv=3.852, sprd=0.025]
Ep 057/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:38,  1.46it/s, loss=0.723, pair=0.002, adv=3.787, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:44,  1.40it/s, loss=0.723, pair=0.002, adv=3.787, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:44,  1.40it/s, loss=0.720, pair=0.002, adv=4.070, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:34,  1.48it/s, loss=0.720, pair=0.002, adv=4.070, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.709, pair=0.000, adv=3.926, sprd=0.018]
Ep 057/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:42,  1.40it/s, loss=0.709, pair=0.000, adv=3.926, sprd=0.018]
Ep 057/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:42,  1.40it/s, loss=0.709, pair=0.001, adv=3.869, sprd=0.020]
Ep 057/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.48it/s, loss=0.709, pair=0.001, adv=3.869, sprd=0.020]
Ep 057/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.48it/s, loss=0.724, pair=0.000, adv=3.948, sprd=0.023]
Ep 057/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:38,  1.42it/s, loss=0.724, pair=0.000, adv=3.948, sprd=0.023]
Ep 057/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.42it/s, loss=0.709, pair=0.002, adv=4.095, sprd=0.020]
Ep 057/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.49it/s, loss=0.709, pair=0.002, adv=4.095, sprd=0.020]
Ep 057/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.49it/s, loss=0.723, pair=0.004, adv=3.664, sprd=0.023]
Ep 057/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:41,  1.38it/s, loss=0.723, pair=0.004, adv=3.664, sprd=0.023]
Ep 057/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:41,  1.38it/s, loss=0.749, pair=0.005, adv=3.963, sprd=0.028]
Ep 057/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:33,  1.45it/s, loss=0.749, pair=0.005, adv=3.963, sprd=0.028]
Ep 057/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:33,  1.45it/s, loss=0.718, pair=0.008, adv=3.847, sprd=0.020]
Ep 057/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:39,  1.39it/s, loss=0.718, pair=0.008, adv=3.847, sprd=0.020]
Ep 057/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:39,  1.39it/s, loss=0.717, pair=0.001, adv=4.035, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:30,  1.47it/s, loss=0.717, pair=0.001, adv=4.035, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:30,  1.47it/s, loss=0.714, pair=0.005, adv=3.902, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.41it/s, loss=0.714, pair=0.005, adv=3.902, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.41it/s, loss=0.739, pair=0.007, adv=3.985, sprd=0.024]
Ep 057/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:29,  1.46it/s, loss=0.739, pair=0.007, adv=3.985, sprd=0.024]
Ep 057/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:29,  1.46it/s, loss=0.707, pair=0.003, adv=3.877, sprd=0.019]
Ep 057/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.707, pair=0.003, adv=3.877, sprd=0.019]
Ep 057/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:33,  1.42it/s, loss=0.724, pair=0.003, adv=3.805, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.49it/s, loss=0.724, pair=0.003, adv=3.805, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.49it/s, loss=0.724, pair=0.002, adv=3.749, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.724, pair=0.002, adv=3.749, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:31,  1.43it/s, loss=0.720, pair=0.000, adv=3.670, sprd=0.022]
Ep 057/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:23,  1.50it/s, loss=0.720, pair=0.000, adv=3.670, sprd=0.022]
Ep 057/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:23,  1.50it/s, loss=0.746, pair=0.005, adv=3.901, sprd=0.029]
Ep 057/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:30,  1.42it/s, loss=0.746, pair=0.005, adv=3.901, sprd=0.029]
Ep 057/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:30,  1.42it/s, loss=0.732, pair=0.001, adv=4.128, sprd=0.025]
Ep 057/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:23,  1.49it/s, loss=0.732, pair=0.001, adv=4.128, sprd=0.025]
Ep 057/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.49it/s, loss=0.725, pair=0.003, adv=4.424, sprd=0.022]
Ep 057/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.725, pair=0.003, adv=4.424, sprd=0.022]
Ep 057/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:29,  1.42it/s, loss=0.698, pair=0.000, adv=3.945, sprd=0.018]
Ep 057/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.698, pair=0.000, adv=3.945, sprd=0.018]
Ep 057/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.725, pair=0.001, adv=3.943, sprd=0.022]
Ep 057/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.43it/s, loss=0.725, pair=0.001, adv=3.943, sprd=0.022]
Ep 057/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.743, pair=0.000, adv=4.109, sprd=0.027]
Ep 057/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.49it/s, loss=0.743, pair=0.000, adv=4.109, sprd=0.027]
Ep 057/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:19,  1.49it/s, loss=0.733, pair=0.003, adv=4.048, sprd=0.024]
Ep 057/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.733, pair=0.003, adv=4.048, sprd=0.024]
Ep 057/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.730, pair=0.001, adv=4.027, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.50it/s, loss=0.730, pair=0.001, adv=4.027, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.50it/s, loss=0.720, pair=0.000, adv=3.736, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:20,  1.47it/s, loss=0.720, pair=0.000, adv=3.736, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:20,  1.47it/s, loss=0.718, pair=0.007, adv=4.415, sprd=0.021]
Ep 057/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.718, pair=0.007, adv=4.415, sprd=0.021]
Ep 057/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:15,  1.51it/s, loss=0.703, pair=0.004, adv=3.834, sprd=0.016]
Ep 057/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.703, pair=0.004, adv=3.834, sprd=0.016]
Ep 057/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.721, pair=0.003, adv=3.995, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.49it/s, loss=0.721, pair=0.003, adv=3.995, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.725, pair=0.005, adv=3.897, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:24,  1.39it/s, loss=0.725, pair=0.005, adv=3.897, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:24,  1.39it/s, loss=0.702, pair=0.003, adv=3.599, sprd=0.017]
Ep 057/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.49it/s, loss=0.702, pair=0.003, adv=3.599, sprd=0.017]
Ep 057/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.49it/s, loss=0.750, pair=0.007, adv=4.221, sprd=0.029]
Ep 057/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:25,  1.37it/s, loss=0.750, pair=0.007, adv=4.221, sprd=0.029]
Ep 057/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:25,  1.37it/s, loss=0.714, pair=0.000, adv=3.953, sprd=0.018]
Ep 057/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:16,  1.46it/s, loss=0.714, pair=0.000, adv=3.953, sprd=0.018]
Ep 057/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:16,  1.46it/s, loss=0.732, pair=0.002, adv=3.699, sprd=0.026]
Ep 057/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:22,  1.39it/s, loss=0.732, pair=0.002, adv=3.699, sprd=0.026]
Ep 057/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:22,  1.39it/s, loss=0.735, pair=0.002, adv=3.854, sprd=0.027]
Ep 057/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:15,  1.46it/s, loss=0.735, pair=0.002, adv=3.854, sprd=0.027]
Ep 057/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:15,  1.46it/s, loss=0.723, pair=0.000, adv=4.058, sprd=0.024]
Ep 057/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.723, pair=0.000, adv=4.058, sprd=0.024]
Ep 057/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.44it/s, loss=0.723, pair=0.000, adv=3.994, sprd=0.023]
Ep 057/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.723, pair=0.000, adv=3.994, sprd=0.023]
Ep 057/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.745, pair=0.008, adv=3.650, sprd=0.027]
Ep 057/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.745, pair=0.008, adv=3.650, sprd=0.027]
Ep 057/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:14,  1.44it/s, loss=0.739, pair=0.003, adv=4.117, sprd=0.027]
Ep 057/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.739, pair=0.003, adv=4.117, sprd=0.027]
Ep 057/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.699, pair=0.000, adv=3.779, sprd=0.018]
Ep 057/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:11,  1.46it/s, loss=0.699, pair=0.000, adv=3.779, sprd=0.018]
Ep 057/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:11,  1.46it/s, loss=0.738, pair=0.009, adv=4.078, sprd=0.024]
Ep 057/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:06,  1.51it/s, loss=0.738, pair=0.009, adv=4.078, sprd=0.024]
Ep 057/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:06,  1.51it/s, loss=0.739, pair=0.006, adv=3.818, sprd=0.025]
Ep 057/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.43it/s, loss=0.739, pair=0.006, adv=3.818, sprd=0.025]
Ep 057/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.43it/s, loss=0.708, pair=0.000, adv=3.804, sprd=0.020]
Ep 057/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.708, pair=0.000, adv=3.804, sprd=0.020]
Ep 057/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.710, pair=0.003, adv=4.036, sprd=0.020]
Ep 057/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:08,  1.46it/s, loss=0.710, pair=0.003, adv=4.036, sprd=0.020]
Ep 057/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:08,  1.46it/s, loss=0.721, pair=0.000, adv=3.913, sprd=0.023]
Ep 057/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:03,  1.52it/s, loss=0.721, pair=0.000, adv=3.913, sprd=0.023]
Ep 057/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:03,  1.52it/s, loss=0.791, pair=0.158, adv=4.192, sprd=0.026]
Ep 057/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.791, pair=0.158, adv=4.192, sprd=0.026]
Ep 057/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.715, pair=0.000, adv=3.780, sprd=0.019]
Ep 057/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:02,  1.52it/s, loss=0.715, pair=0.000, adv=3.780, sprd=0.019]
Ep 057/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.52it/s, loss=0.693, pair=0.001, adv=3.110, sprd=0.020]
Ep 057/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.42it/s, loss=0.693, pair=0.001, adv=3.110, sprd=0.020]
Ep 057/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.710, pair=0.001, adv=3.655, sprd=0.017]
Ep 057/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.50it/s, loss=0.710, pair=0.001, adv=3.655, sprd=0.017]
Ep 057/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:01,  1.50it/s, loss=0.731, pair=0.000, adv=3.879, sprd=0.023]
Ep 057/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:11,  1.39it/s, loss=0.731, pair=0.000, adv=3.879, sprd=0.023]
Ep 057/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:11,  1.39it/s, loss=0.736, pair=0.000, adv=3.767, sprd=0.025]
Ep 057/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:03,  1.46it/s, loss=0.736, pair=0.000, adv=3.767, sprd=0.025]
Ep 057/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:03,  1.46it/s, loss=0.725, pair=0.000, adv=4.071, sprd=0.021]
Ep 057/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:13,  1.35it/s, loss=0.725, pair=0.000, adv=4.071, sprd=0.021]
Ep 057/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:13,  1.35it/s, loss=0.726, pair=0.000, adv=4.117, sprd=0.027]
Ep 057/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:04,  1.44it/s, loss=0.726, pair=0.000, adv=4.117, sprd=0.027]
Ep 057/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:04,  1.44it/s, loss=0.738, pair=0.000, adv=4.034, sprd=0.025]
Ep 057/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:12,  1.35it/s, loss=0.738, pair=0.000, adv=4.034, sprd=0.025]
Ep 057/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:12,  1.35it/s, loss=0.738, pair=0.001, adv=4.111, sprd=0.025]
Ep 057/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:04,  1.42it/s, loss=0.738, pair=0.001, adv=4.111, sprd=0.025]
Ep 057/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:04,  1.42it/s, loss=0.715, pair=0.003, adv=4.221, sprd=0.020]
Ep 057/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:05,  1.41it/s, loss=0.715, pair=0.003, adv=4.221, sprd=0.020]
Ep 057/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:05,  1.41it/s, loss=0.734, pair=0.000, adv=3.917, sprd=0.027]
Ep 057/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.734, pair=0.000, adv=3.917, sprd=0.027]
Ep 057/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.737, pair=0.002, adv=4.158, sprd=0.027]
Ep 057/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<01:59,  1.45it/s, loss=0.737, pair=0.002, adv=4.158, sprd=0.027]
Ep 057/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:59,  1.45it/s, loss=0.715, pair=0.001, adv=3.848, sprd=0.020]
Ep 057/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:53,  1.53it/s, loss=0.715, pair=0.001, adv=3.848, sprd=0.020]
Ep 057/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:53,  1.53it/s, loss=0.702, pair=0.001, adv=3.913, sprd=0.019]
Ep 057/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:56,  1.47it/s, loss=0.702, pair=0.001, adv=3.913, sprd=0.019]
Ep 057/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:56,  1.47it/s, loss=0.726, pair=0.000, adv=4.332, sprd=0.024]
Ep 057/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.726, pair=0.000, adv=4.332, sprd=0.024]
Ep 057/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.51it/s, loss=0.714, pair=0.001, adv=3.746, sprd=0.022]
Ep 057/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.43it/s, loss=0.714, pair=0.001, adv=3.746, sprd=0.022]
Ep 057/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:58,  1.43it/s, loss=0.757, pair=0.000, adv=3.791, sprd=0.032]
Ep 057/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.757, pair=0.000, adv=3.791, sprd=0.032]
Ep 057/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.717, pair=0.005, adv=3.843, sprd=0.021]
Ep 057/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:56,  1.44it/s, loss=0.717, pair=0.005, adv=3.843, sprd=0.021]
Ep 057/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.725, pair=0.000, adv=3.967, sprd=0.024]
Ep 057/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.49it/s, loss=0.725, pair=0.000, adv=3.967, sprd=0.024]
Ep 057/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:51,  1.49it/s, loss=0.739, pair=0.004, adv=4.024, sprd=0.026]
Ep 057/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:55,  1.44it/s, loss=0.739, pair=0.004, adv=4.024, sprd=0.026]
Ep 057/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:55,  1.44it/s, loss=0.702, pair=0.006, adv=3.491, sprd=0.016]
Ep 057/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:48,  1.52it/s, loss=0.702, pair=0.006, adv=3.491, sprd=0.016]
Ep 057/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:48,  1.52it/s, loss=0.729, pair=0.000, adv=4.262, sprd=0.024]
Ep 057/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.43it/s, loss=0.729, pair=0.000, adv=4.262, sprd=0.024]
Ep 057/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:54,  1.43it/s, loss=0.731, pair=0.000, adv=3.864, sprd=0.026]
Ep 057/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.49it/s, loss=0.731, pair=0.000, adv=3.864, sprd=0.026]
Ep 057/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:49,  1.49it/s, loss=0.721, pair=0.000, adv=3.904, sprd=0.020]
Ep 057/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:58,  1.37it/s, loss=0.721, pair=0.000, adv=3.904, sprd=0.020]
Ep 057/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:58,  1.37it/s, loss=0.689, pair=0.002, adv=4.013, sprd=0.015]
Ep 057/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:49,  1.47it/s, loss=0.689, pair=0.002, adv=4.013, sprd=0.015]
Ep 057/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:49,  1.47it/s, loss=0.748, pair=0.002, adv=3.861, sprd=0.030]
Ep 057/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:53,  1.41it/s, loss=0.748, pair=0.002, adv=3.861, sprd=0.030]
Ep 057/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:53,  1.41it/s, loss=0.701, pair=0.000, adv=4.150, sprd=0.018]
Ep 057/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.49it/s, loss=0.701, pair=0.000, adv=4.150, sprd=0.018]
Ep 057/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.49it/s, loss=0.707, pair=0.001, adv=4.154, sprd=0.017]
Ep 057/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.707, pair=0.001, adv=4.154, sprd=0.017]
Ep 057/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.720, pair=0.003, adv=3.803, sprd=0.023]
Ep 057/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.720, pair=0.003, adv=3.803, sprd=0.023]
Ep 057/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:44,  1.50it/s, loss=0.707, pair=0.003, adv=3.821, sprd=0.014]
Ep 057/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.38it/s, loss=0.707, pair=0.003, adv=3.821, sprd=0.014]
Ep 057/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.38it/s, loss=0.725, pair=0.000, adv=3.797, sprd=0.020]
Ep 057/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:46,  1.46it/s, loss=0.725, pair=0.000, adv=3.797, sprd=0.020]
Ep 057/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:46,  1.46it/s, loss=0.712, pair=0.003, adv=4.304, sprd=0.020]
Ep 057/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.712, pair=0.003, adv=4.304, sprd=0.020]
Ep 057/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.43it/s, loss=0.725, pair=0.001, adv=4.057, sprd=0.023]
Ep 057/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.725, pair=0.001, adv=4.057, sprd=0.023]
Ep 057/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.733, pair=0.003, adv=3.596, sprd=0.024]
Ep 057/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.46it/s, loss=0.733, pair=0.003, adv=3.596, sprd=0.024]
Ep 057/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:44,  1.46it/s, loss=0.717, pair=0.000, adv=4.019, sprd=0.022]
Ep 057/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:39,  1.52it/s, loss=0.717, pair=0.000, adv=4.019, sprd=0.022]
Ep 057/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:39,  1.52it/s, loss=0.784, pair=0.001, adv=3.823, sprd=0.020]
Ep 057/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:42,  1.46it/s, loss=0.784, pair=0.001, adv=3.823, sprd=0.020]
Ep 057/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:42,  1.46it/s, loss=0.704, pair=0.001, adv=3.575, sprd=0.019]
Ep 057/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:36,  1.54it/s, loss=0.704, pair=0.001, adv=3.575, sprd=0.019]
Ep 057/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:36,  1.54it/s, loss=0.734, pair=0.001, adv=3.578, sprd=0.022]
Ep 057/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.734, pair=0.001, adv=3.578, sprd=0.022]
Ep 057/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.42it/s, loss=0.722, pair=0.000, adv=3.994, sprd=0.023]
Ep 057/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.722, pair=0.000, adv=3.994, sprd=0.023]
Ep 057/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.714, pair=0.001, adv=3.794, sprd=0.021]
Ep 057/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:40,  1.45it/s, loss=0.714, pair=0.001, adv=3.794, sprd=0.021]
Ep 057/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.723, pair=0.000, adv=3.687, sprd=0.024]
Ep 057/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.51it/s, loss=0.723, pair=0.000, adv=3.687, sprd=0.024]
Ep 057/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.51it/s, loss=0.717, pair=0.001, adv=3.805, sprd=0.024]
Ep 057/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.44it/s, loss=0.717, pair=0.001, adv=3.805, sprd=0.024]
Ep 057/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.44it/s, loss=0.753, pair=0.001, adv=3.789, sprd=0.028]
Ep 057/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.49it/s, loss=0.753, pair=0.001, adv=3.789, sprd=0.028]
Ep 057/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.49it/s, loss=0.737, pair=0.001, adv=3.665, sprd=0.025]
Ep 057/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:40,  1.41it/s, loss=0.737, pair=0.001, adv=3.665, sprd=0.025]
Ep 057/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:40,  1.41it/s, loss=0.721, pair=0.007, adv=4.121, sprd=0.021]
Ep 057/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.721, pair=0.007, adv=4.121, sprd=0.021]
Ep 057/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.50it/s, loss=0.727, pair=0.001, adv=3.880, sprd=0.023]
Ep 057/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:41,  1.39it/s, loss=0.727, pair=0.001, adv=3.880, sprd=0.023]
Ep 057/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:41,  1.39it/s, loss=0.726, pair=0.000, adv=3.918, sprd=0.022]
Ep 057/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:35,  1.45it/s, loss=0.726, pair=0.000, adv=3.918, sprd=0.022]
Ep 057/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:35,  1.45it/s, loss=0.746, pair=0.000, adv=3.942, sprd=0.029]
Ep 057/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:39,  1.39it/s, loss=0.746, pair=0.000, adv=3.942, sprd=0.029]
Ep 057/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:39,  1.39it/s, loss=0.719, pair=0.005, adv=4.156, sprd=0.024]
Ep 057/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.719, pair=0.005, adv=4.156, sprd=0.024]
Ep 057/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.728, pair=0.001, adv=4.190, sprd=0.024]
Ep 057/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.43it/s, loss=0.728, pair=0.001, adv=4.190, sprd=0.024]
Ep 057/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.43it/s, loss=0.748, pair=0.015, adv=3.997, sprd=0.029]
Ep 057/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.50it/s, loss=0.748, pair=0.015, adv=3.997, sprd=0.029]
Ep 057/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:30,  1.50it/s, loss=0.738, pair=0.000, adv=4.007, sprd=0.022]
Ep 057/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:38,  1.36it/s, loss=0.738, pair=0.000, adv=4.007, sprd=0.022]
Ep 057/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:38,  1.36it/s, loss=0.705, pair=0.005, adv=3.942, sprd=0.016]
Ep 057/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:31,  1.45it/s, loss=0.705, pair=0.005, adv=3.942, sprd=0.016]
Ep 057/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:31,  1.45it/s, loss=0.728, pair=0.000, adv=4.195, sprd=0.026]
Ep 057/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.39it/s, loss=0.728, pair=0.000, adv=4.195, sprd=0.026]
Ep 057/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:34,  1.39it/s, loss=0.722, pair=0.000, adv=4.116, sprd=0.023]
Ep 057/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.47it/s, loss=0.722, pair=0.000, adv=4.116, sprd=0.023]
Ep 057/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:28,  1.47it/s, loss=0.718, pair=0.001, adv=3.414, sprd=0.017]
Ep 057/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.37it/s, loss=0.718, pair=0.001, adv=3.414, sprd=0.017]
Ep 057/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.37it/s, loss=0.738, pair=0.000, adv=4.386, sprd=0.027]
Ep 057/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:29,  1.45it/s, loss=0.738, pair=0.000, adv=4.386, sprd=0.027]
Ep 057/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.45it/s, loss=0.715, pair=0.000, adv=3.750, sprd=0.019]
Ep 057/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.38it/s, loss=0.715, pair=0.000, adv=3.750, sprd=0.019]
Ep 057/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:32,  1.38it/s, loss=0.704, pair=0.001, adv=4.201, sprd=0.018]
Ep 057/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.704, pair=0.001, adv=4.201, sprd=0.018]
Ep 057/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.756, pair=0.004, adv=4.027, sprd=0.028]
Ep 057/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:32,  1.36it/s, loss=0.756, pair=0.004, adv=4.027, sprd=0.028]
Ep 057/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:32,  1.36it/s, loss=0.734, pair=0.000, adv=3.800, sprd=0.025]
Ep 057/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:27,  1.43it/s, loss=0.734, pair=0.000, adv=3.800, sprd=0.025]
Ep 057/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:27,  1.43it/s, loss=0.727, pair=0.000, adv=3.933, sprd=0.024]
Ep 057/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:28,  1.41it/s, loss=0.727, pair=0.000, adv=3.933, sprd=0.024]
Ep 057/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:28,  1.41it/s, loss=0.736, pair=0.003, adv=4.233, sprd=0.024]
Ep 057/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:24,  1.46it/s, loss=0.736, pair=0.003, adv=4.233, sprd=0.024]
Ep 057/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.694, pair=0.002, adv=4.435, sprd=0.018]
Ep 057/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.42it/s, loss=0.694, pair=0.002, adv=4.435, sprd=0.018]
Ep 057/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.42it/s, loss=0.705, pair=0.000, adv=3.983, sprd=0.018]
Ep 057/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.49it/s, loss=0.705, pair=0.000, adv=3.983, sprd=0.018]
Ep 057/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.49it/s, loss=0.695, pair=0.003, adv=3.964, sprd=0.017]
Ep 057/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.45it/s, loss=0.695, pair=0.003, adv=3.964, sprd=0.017]
Ep 057/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.45it/s, loss=0.710, pair=0.000, adv=3.781, sprd=0.019]
Ep 057/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.51it/s, loss=0.710, pair=0.000, adv=3.781, sprd=0.019]
Ep 057/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.51it/s, loss=0.714, pair=0.000, adv=3.872, sprd=0.022]
Ep 057/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.714, pair=0.000, adv=3.872, sprd=0.022]
Ep 057/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.708, pair=0.001, adv=3.865, sprd=0.018]
Ep 057/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.50it/s, loss=0.708, pair=0.001, adv=3.865, sprd=0.018]
Ep 057/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.50it/s, loss=0.729, pair=0.001, adv=3.796, sprd=0.022]
Ep 057/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:19,  1.47it/s, loss=0.729, pair=0.001, adv=3.796, sprd=0.022]
Ep 057/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:19,  1.47it/s, loss=0.743, pair=0.006, adv=3.770, sprd=0.025]
Ep 057/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.743, pair=0.006, adv=3.770, sprd=0.025]
Ep 057/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:16,  1.51it/s, loss=0.733, pair=0.004, adv=3.882, sprd=0.027]
Ep 057/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.733, pair=0.004, adv=3.882, sprd=0.027]
Ep 057/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.721, pair=0.000, adv=3.422, sprd=0.021]
Ep 057/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.721, pair=0.000, adv=3.422, sprd=0.021]
Ep 057/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.739, pair=0.000, adv=3.995, sprd=0.028]
Ep 057/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.739, pair=0.000, adv=3.995, sprd=0.028]
Ep 057/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:18,  1.43it/s, loss=0.756, pair=0.001, adv=3.688, sprd=0.031]
Ep 057/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.756, pair=0.001, adv=3.688, sprd=0.031]
Ep 057/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.761, pair=0.003, adv=3.772, sprd=0.031]
Ep 057/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:20,  1.37it/s, loss=0.761, pair=0.003, adv=3.772, sprd=0.031]
Ep 057/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.728, pair=0.000, adv=3.746, sprd=0.023]
Ep 057/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:15,  1.44it/s, loss=0.728, pair=0.000, adv=3.746, sprd=0.023]
Ep 057/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:15,  1.44it/s, loss=0.728, pair=0.000, adv=4.124, sprd=0.023]
Ep 057/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.37it/s, loss=0.728, pair=0.000, adv=4.124, sprd=0.023]
Ep 057/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.37it/s, loss=0.714, pair=0.000, adv=3.656, sprd=0.022]
Ep 057/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.47it/s, loss=0.714, pair=0.000, adv=3.656, sprd=0.022]
Ep 057/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.725, pair=0.000, adv=4.142, sprd=0.024]
Ep 057/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:14,  1.42it/s, loss=0.725, pair=0.000, adv=4.142, sprd=0.024]
Ep 057/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:14,  1.42it/s, loss=0.748, pair=0.001, adv=4.072, sprd=0.028]
Ep 057/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.48it/s, loss=0.748, pair=0.001, adv=4.072, sprd=0.028]
Ep 057/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:11,  1.48it/s, loss=0.704, pair=0.001, adv=3.906, sprd=0.016]
Ep 057/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.44it/s, loss=0.704, pair=0.001, adv=3.906, sprd=0.016]
Ep 057/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.44it/s, loss=0.723, pair=0.000, adv=3.985, sprd=0.023]
Ep 057/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.50it/s, loss=0.723, pair=0.000, adv=3.985, sprd=0.023]
Ep 057/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:08,  1.50it/s, loss=0.738, pair=0.001, adv=4.041, sprd=0.025]
Ep 057/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.738, pair=0.001, adv=4.041, sprd=0.025]
Ep 057/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:11,  1.43it/s, loss=0.715, pair=0.000, adv=3.993, sprd=0.020]
Ep 057/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.49it/s, loss=0.715, pair=0.000, adv=3.993, sprd=0.020]
Ep 057/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.49it/s, loss=0.717, pair=0.000, adv=4.341, sprd=0.022]
Ep 057/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.717, pair=0.000, adv=4.341, sprd=0.022]
Ep 057/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:09,  1.44it/s, loss=0.705, pair=0.003, adv=3.301, sprd=0.020]
Ep 057/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:04,  1.54it/s, loss=0.705, pair=0.003, adv=3.301, sprd=0.020]
Ep 057/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:04,  1.54it/s, loss=0.706, pair=0.000, adv=3.598, sprd=0.019]
Ep 057/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:05,  1.49it/s, loss=0.706, pair=0.000, adv=3.598, sprd=0.019]
Ep 057/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:05,  1.49it/s, loss=0.728, pair=0.000, adv=3.937, sprd=0.026]
Ep 057/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:03,  1.54it/s, loss=0.728, pair=0.000, adv=3.937, sprd=0.026]
Ep 057/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:03,  1.54it/s, loss=0.715, pair=0.002, adv=3.572, sprd=0.020]
Ep 057/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.45it/s, loss=0.715, pair=0.002, adv=3.572, sprd=0.020]
Ep 057/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.45it/s, loss=0.727, pair=0.007, adv=4.035, sprd=0.025]
Ep 057/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:02,  1.53it/s, loss=0.727, pair=0.007, adv=4.035, sprd=0.025]
Ep 057/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.53it/s, loss=0.718, pair=0.006, adv=3.898, sprd=0.018]
Ep 057/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.718, pair=0.006, adv=3.898, sprd=0.018]
Ep 057/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.42it/s, loss=0.724, pair=0.000, adv=4.120, sprd=0.022]
Ep 057/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.50it/s, loss=0.724, pair=0.000, adv=4.120, sprd=0.022]
Ep 057/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.50it/s, loss=0.723, pair=0.000, adv=3.710, sprd=0.024]
Ep 057/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.723, pair=0.000, adv=3.710, sprd=0.024]
Ep 057/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.725, pair=0.000, adv=4.117, sprd=0.024]
Ep 057/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.49it/s, loss=0.725, pair=0.000, adv=4.117, sprd=0.024]
Ep 057/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.49it/s, loss=0.703, pair=0.000, adv=3.815, sprd=0.018]
Ep 057/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.46it/s, loss=0.703, pair=0.000, adv=3.815, sprd=0.018]
Ep 057/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:01,  1.46it/s, loss=0.728, pair=0.006, adv=3.827, sprd=0.025]
Ep 057/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.52it/s, loss=0.728, pair=0.006, adv=3.827, sprd=0.025]
Ep 057/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.52it/s, loss=0.746, pair=0.002, adv=3.973, sprd=0.027]
Ep 057/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.43it/s, loss=0.746, pair=0.002, adv=3.973, sprd=0.027]
Ep 057/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.43it/s, loss=0.729, pair=0.001, adv=3.959, sprd=0.025]
Ep 057/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.48it/s, loss=0.729, pair=0.001, adv=3.959, sprd=0.025]
Ep 057/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.48it/s, loss=0.704, pair=0.003, adv=3.743, sprd=0.018]
Ep 057/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:01,  1.40it/s, loss=0.704, pair=0.003, adv=3.743, sprd=0.018]
Ep 057/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:01,  1.40it/s, loss=0.723, pair=0.005, adv=3.876, sprd=0.023]
Ep 057/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:58,  1.47it/s, loss=0.723, pair=0.005, adv=3.876, sprd=0.023]
Ep 057/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:58,  1.47it/s, loss=0.725, pair=0.001, adv=3.584, sprd=0.024]
Ep 057/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.42it/s, loss=0.725, pair=0.001, adv=3.584, sprd=0.024]
Ep 057/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.42it/s, loss=0.720, pair=0.003, adv=3.824, sprd=0.022]
Ep 057/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.720, pair=0.003, adv=3.824, sprd=0.022]
Ep 057/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.719, pair=0.001, adv=3.659, sprd=0.022]
Ep 057/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.719, pair=0.001, adv=3.659, sprd=0.022]
Ep 057/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.44it/s, loss=0.713, pair=0.000, adv=4.067, sprd=0.019]
Ep 057/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.49it/s, loss=0.713, pair=0.000, adv=4.067, sprd=0.019]
Ep 057/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.706, pair=0.003, adv=3.668, sprd=0.018]
Ep 057/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.706, pair=0.003, adv=3.668, sprd=0.018]
Ep 057/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.713, pair=0.002, adv=3.673, sprd=0.017]
Ep 057/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.52it/s, loss=0.713, pair=0.002, adv=3.673, sprd=0.017]
Ep 057/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.52it/s, loss=0.723, pair=0.000, adv=3.959, sprd=0.024]
Ep 057/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.723, pair=0.000, adv=3.959, sprd=0.024]
Ep 057/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.734, pair=0.002, adv=3.803, sprd=0.025]
Ep 057/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.48it/s, loss=0.734, pair=0.002, adv=3.803, sprd=0.025]
Ep 057/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:52,  1.48it/s, loss=0.702, pair=0.000, adv=3.663, sprd=0.019]
Ep 057/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.42it/s, loss=0.702, pair=0.000, adv=3.663, sprd=0.019]
Ep 057/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.42it/s, loss=0.702, pair=0.000, adv=4.283, sprd=0.017]
Ep 057/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.702, pair=0.000, adv=4.283, sprd=0.017]
Ep 057/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.49it/s, loss=0.740, pair=0.000, adv=3.971, sprd=0.025]
Ep 057/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:53,  1.38it/s, loss=0.740, pair=0.000, adv=3.971, sprd=0.025]
Ep 057/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:53,  1.38it/s, loss=0.716, pair=0.000, adv=3.906, sprd=0.019]
Ep 057/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.716, pair=0.000, adv=3.906, sprd=0.019]
Ep 057/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.725, pair=0.000, adv=4.051, sprd=0.023]
Ep 057/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.41it/s, loss=0.725, pair=0.000, adv=4.051, sprd=0.023]
Ep 057/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.41it/s, loss=0.714, pair=0.000, adv=3.720, sprd=0.023]
Ep 057/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.49it/s, loss=0.714, pair=0.000, adv=3.720, sprd=0.023]
Ep 057/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.49it/s, loss=0.718, pair=0.000, adv=4.074, sprd=0.022]
Ep 057/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.42it/s, loss=0.718, pair=0.000, adv=4.074, sprd=0.022]
Ep 057/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.42it/s, loss=0.698, pair=0.001, adv=3.600, sprd=0.015]
Ep 057/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.49it/s, loss=0.698, pair=0.001, adv=3.600, sprd=0.015]
Ep 057/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.49it/s, loss=0.730, pair=0.001, adv=3.659, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.40it/s, loss=0.730, pair=0.001, adv=3.659, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:48,  1.40it/s, loss=0.699, pair=0.000, adv=3.534, sprd=0.018]
Ep 057/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.50it/s, loss=0.699, pair=0.000, adv=3.534, sprd=0.018]
Ep 057/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.50it/s, loss=0.718, pair=0.005, adv=4.347, sprd=0.021]
Ep 057/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.718, pair=0.005, adv=4.347, sprd=0.021]
Ep 057/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.714, pair=0.000, adv=3.995, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.714, pair=0.000, adv=3.995, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.48it/s, loss=0.724, pair=0.003, adv=3.884, sprd=0.023]
Ep 057/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.42it/s, loss=0.724, pair=0.003, adv=3.884, sprd=0.023]
Ep 057/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.42it/s, loss=0.727, pair=0.002, adv=3.904, sprd=0.024]
Ep 057/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.727, pair=0.002, adv=3.904, sprd=0.024]
Ep 057/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.755, pair=0.012, adv=3.749, sprd=0.028]
Ep 057/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:44,  1.40it/s, loss=0.755, pair=0.012, adv=3.749, sprd=0.028]
Ep 057/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:44,  1.40it/s, loss=0.715, pair=0.000, adv=3.756, sprd=0.022]
Ep 057/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.47it/s, loss=0.715, pair=0.000, adv=3.756, sprd=0.022]
Ep 057/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:41,  1.47it/s, loss=0.716, pair=0.001, adv=4.070, sprd=0.021]
Ep 057/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.41it/s, loss=0.716, pair=0.001, adv=4.070, sprd=0.021]
Ep 057/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.41it/s, loss=0.712, pair=0.000, adv=3.839, sprd=0.020]
Ep 057/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.712, pair=0.000, adv=3.839, sprd=0.020]
Ep 057/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.49it/s, loss=0.739, pair=0.000, adv=4.127, sprd=0.021]
Ep 057/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.739, pair=0.000, adv=4.127, sprd=0.021]
Ep 057/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.40it/s, loss=0.716, pair=0.001, adv=4.040, sprd=0.022]
Ep 057/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.716, pair=0.001, adv=4.040, sprd=0.022]
Ep 057/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.710, pair=0.003, adv=4.058, sprd=0.020]
Ep 057/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.710, pair=0.003, adv=4.058, sprd=0.020]
Ep 057/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:38,  1.45it/s, loss=0.710, pair=0.000, adv=4.112, sprd=0.022]
Ep 057/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.52it/s, loss=0.710, pair=0.000, adv=4.112, sprd=0.022]
Ep 057/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.52it/s, loss=0.734, pair=0.004, adv=4.189, sprd=0.026]
Ep 057/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.734, pair=0.004, adv=4.189, sprd=0.026]
Ep 057/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.714, pair=0.001, adv=3.791, sprd=0.020]
Ep 057/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.49it/s, loss=0.714, pair=0.001, adv=3.791, sprd=0.020]
Ep 057/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.49it/s, loss=0.797, pair=0.000, adv=3.963, sprd=0.025]
Ep 057/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.797, pair=0.000, adv=3.963, sprd=0.025]
Ep 057/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.43it/s, loss=0.748, pair=0.007, adv=3.929, sprd=0.029]
Ep 057/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.48it/s, loss=0.748, pair=0.007, adv=3.929, sprd=0.029]
Ep 057/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.48it/s, loss=0.797, pair=0.001, adv=4.127, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.44it/s, loss=0.797, pair=0.001, adv=4.127, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.44it/s, loss=0.728, pair=0.000, adv=4.073, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.728, pair=0.000, adv=4.073, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.50it/s, loss=0.736, pair=0.000, adv=3.812, sprd=0.025]
Ep 057/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.45it/s, loss=0.736, pair=0.000, adv=3.812, sprd=0.025]
Ep 057/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.45it/s, loss=0.717, pair=0.001, adv=3.561, sprd=0.020]
Ep 057/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.51it/s, loss=0.717, pair=0.001, adv=3.561, sprd=0.020]
Ep 057/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.793, pair=0.002, adv=4.335, sprd=0.022]
Ep 057/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.793, pair=0.002, adv=4.335, sprd=0.022]
Ep 057/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:31,  1.46it/s, loss=0.710, pair=0.002, adv=3.593, sprd=0.020]
Ep 057/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.54it/s, loss=0.710, pair=0.002, adv=3.593, sprd=0.020]
Ep 057/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:29,  1.54it/s, loss=0.721, pair=0.000, adv=4.046, sprd=0.023]
Ep 057/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:29,  1.47it/s, loss=0.721, pair=0.000, adv=4.046, sprd=0.023]
Ep 057/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:29,  1.47it/s, loss=0.737, pair=0.000, adv=4.057, sprd=0.027]
Ep 057/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.53it/s, loss=0.737, pair=0.000, adv=4.057, sprd=0.027]
Ep 057/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.53it/s, loss=0.703, pair=0.000, adv=3.757, sprd=0.018]
Ep 057/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:28,  1.47it/s, loss=0.703, pair=0.000, adv=3.757, sprd=0.018]
Ep 057/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:28,  1.47it/s, loss=0.732, pair=0.000, adv=3.714, sprd=0.027]
Ep 057/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:26,  1.53it/s, loss=0.732, pair=0.000, adv=3.714, sprd=0.027]
Ep 057/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:26,  1.53it/s, loss=0.806, pair=0.003, adv=3.638, sprd=0.026]
Ep 057/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.47it/s, loss=0.806, pair=0.003, adv=3.638, sprd=0.026]
Ep 057/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.47it/s, loss=0.715, pair=0.000, adv=3.747, sprd=0.022]
Ep 057/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.54it/s, loss=0.715, pair=0.000, adv=3.747, sprd=0.022]
Ep 057/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:25,  1.54it/s, loss=0.726, pair=0.004, adv=3.920, sprd=0.023]
Ep 057/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.726, pair=0.004, adv=3.920, sprd=0.023]
Ep 057/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.711, pair=0.000, adv=4.120, sprd=0.017]
Ep 057/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.51it/s, loss=0.711, pair=0.000, adv=4.120, sprd=0.017]
Ep 057/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.51it/s, loss=0.717, pair=0.002, adv=4.320, sprd=0.018]
Ep 057/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.717, pair=0.002, adv=4.320, sprd=0.018]
Ep 057/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.43it/s, loss=0.713, pair=0.000, adv=4.137, sprd=0.021]
Ep 057/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.713, pair=0.000, adv=4.137, sprd=0.021]
Ep 057/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.705, pair=0.000, adv=3.569, sprd=0.017]
Ep 057/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.45it/s, loss=0.705, pair=0.000, adv=3.569, sprd=0.017]
Ep 057/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.45it/s, loss=0.723, pair=0.001, adv=3.668, sprd=0.021]
Ep 057/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.49it/s, loss=0.723, pair=0.001, adv=3.668, sprd=0.021]
Ep 057/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.49it/s, loss=0.700, pair=0.000, adv=3.901, sprd=0.016]
Ep 057/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:23,  1.39it/s, loss=0.700, pair=0.000, adv=3.901, sprd=0.016]
Ep 057/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:23,  1.39it/s, loss=0.749, pair=0.001, adv=3.796, sprd=0.029]
Ep 057/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:21,  1.45it/s, loss=0.749, pair=0.001, adv=3.796, sprd=0.029]
Ep 057/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.45it/s, loss=0.724, pair=0.000, adv=3.709, sprd=0.022]
Ep 057/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.37it/s, loss=0.724, pair=0.000, adv=3.709, sprd=0.022]
Ep 057/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.37it/s, loss=0.711, pair=0.000, adv=3.961, sprd=0.020]
Ep 057/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.47it/s, loss=0.711, pair=0.000, adv=3.961, sprd=0.020]
Ep 057/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.47it/s, loss=0.714, pair=0.000, adv=3.702, sprd=0.019]
Ep 057/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.41it/s, loss=0.714, pair=0.000, adv=3.702, sprd=0.019]
Ep 057/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.41it/s, loss=0.700, pair=0.000, adv=3.916, sprd=0.017]
Ep 057/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.700, pair=0.000, adv=3.916, sprd=0.017]
Ep 057/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.734, pair=0.001, adv=3.712, sprd=0.027]
Ep 057/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.734, pair=0.001, adv=3.712, sprd=0.027]
Ep 057/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.762, pair=0.000, adv=3.671, sprd=0.031]
Ep 057/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.49it/s, loss=0.762, pair=0.000, adv=3.671, sprd=0.031]
Ep 057/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.794, pair=0.001, adv=3.994, sprd=0.025]
Ep 057/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.794, pair=0.001, adv=3.994, sprd=0.025]
Ep 057/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.43it/s, loss=0.716, pair=0.000, adv=3.823, sprd=0.022]
Ep 057/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.50it/s, loss=0.716, pair=0.000, adv=3.823, sprd=0.022]
Ep 057/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.50it/s, loss=0.702, pair=0.000, adv=3.877, sprd=0.018]
Ep 057/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.702, pair=0.000, adv=3.877, sprd=0.018]
Ep 057/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.736, pair=0.000, adv=4.044, sprd=0.028]
Ep 057/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.51it/s, loss=0.736, pair=0.000, adv=4.044, sprd=0.028]
Ep 057/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.738, pair=0.002, adv=4.166, sprd=0.024]
Ep 057/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.39it/s, loss=0.738, pair=0.002, adv=4.166, sprd=0.024]
Ep 057/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.39it/s, loss=0.710, pair=0.005, adv=3.969, sprd=0.018]
Ep 057/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.710, pair=0.005, adv=3.969, sprd=0.018]
Ep 057/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.742, pair=0.000, adv=3.955, sprd=0.027]
Ep 057/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.742, pair=0.000, adv=3.955, sprd=0.027]
Ep 057/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.737, pair=0.001, adv=3.941, sprd=0.024]
Ep 057/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.737, pair=0.001, adv=3.941, sprd=0.024]
Ep 057/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.50it/s, loss=0.744, pair=0.000, adv=3.925, sprd=0.029]
Ep 057/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.744, pair=0.000, adv=3.925, sprd=0.029]
Ep 057/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.737, pair=0.004, adv=3.697, sprd=0.026]
Ep 057/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.52it/s, loss=0.737, pair=0.004, adv=3.697, sprd=0.026]
Ep 057/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.52it/s, loss=0.704, pair=0.003, adv=3.562, sprd=0.018]
Ep 057/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.704, pair=0.003, adv=3.562, sprd=0.018]
Ep 057/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.723, pair=0.000, adv=4.076, sprd=0.022]
Ep 057/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.723, pair=0.000, adv=4.076, sprd=0.022]
Ep 057/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.729, pair=0.000, adv=3.857, sprd=0.024]
Ep 057/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.40it/s, loss=0.729, pair=0.000, adv=3.857, sprd=0.024]
Ep 057/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.737, pair=0.005, adv=4.224, sprd=0.026]
Ep 057/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.49it/s, loss=0.737, pair=0.005, adv=4.224, sprd=0.026]
Ep 057/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.741, pair=0.005, adv=4.071, sprd=0.025]
Ep 057/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.741, pair=0.005, adv=4.071, sprd=0.025]
Ep 057/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.733, pair=0.005, adv=3.957, sprd=0.026]
Ep 057/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.49it/s, loss=0.733, pair=0.005, adv=3.957, sprd=0.026]
Ep 057/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.722, pair=0.005, adv=4.062, sprd=0.021]
Ep 057/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.40it/s, loss=0.722, pair=0.005, adv=4.062, sprd=0.021]
Ep 057/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.40it/s, loss=0.708, pair=0.000, adv=3.598, sprd=0.019]
Ep 057/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.47it/s, loss=0.708, pair=0.000, adv=3.598, sprd=0.019]
Ep 057/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.47it/s, loss=0.697, pair=0.001, adv=3.505, sprd=0.017]
Ep 057/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.697, pair=0.001, adv=3.505, sprd=0.017]
Ep 057/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.703, pair=0.003, adv=3.747, sprd=0.018]
Ep 057/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.703, pair=0.003, adv=3.747, sprd=0.018]
Ep 057/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.737, pair=0.000, adv=4.008, sprd=0.026]
Ep 057/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.737, pair=0.000, adv=4.008, sprd=0.026]
Ep 057/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.717, pair=0.000, adv=4.040, sprd=0.019]
Ep 057/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.717, pair=0.000, adv=4.040, sprd=0.019]
Ep 057/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.798, pair=0.003, adv=3.842, sprd=0.024]
Ep 057/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.44it/s, loss=0.798, pair=0.003, adv=3.842, sprd=0.024]
Ep 057/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.739, pair=0.003, adv=4.100, sprd=0.026]
Ep 057/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.739, pair=0.003, adv=4.100, sprd=0.026]
Ep 057/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.48it/s, loss=0.738, pair=0.002, adv=3.933, sprd=0.025]
Ep 057/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.44it/s, loss=0.738, pair=0.002, adv=3.933, sprd=0.025]
                                                                                                              
Epoch 057/60 [S3:+sens]  loss=0.7251  mat=0.2402  sens=1.0120  pair=0.0021  adv=3.9186(rand=3.37)  deg=0.0054  orth=0.0005  spread=0.0225  q_mean=49.4  q_std=15.7  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=6.04e-06  229s

Ep 058/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 058/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.729, pair=0.001, adv=3.884, sprd=0.023]
Ep 058/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:16,  1.14s/it, loss=0.729, pair=0.001, adv=3.884, sprd=0.023]
Ep 058/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:16,  1.14s/it, loss=0.726, pair=0.001, adv=3.857, sprd=0.022]
Ep 058/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:33,  1.21it/s, loss=0.726, pair=0.001, adv=3.857, sprd=0.022]
Ep 058/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:33,  1.21it/s, loss=0.724, pair=0.001, adv=3.952, sprd=0.024]
Ep 058/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:22,  1.26it/s, loss=0.724, pair=0.001, adv=3.952, sprd=0.024]
Ep 058/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:22,  1.26it/s, loss=0.742, pair=0.000, adv=3.928, sprd=0.030]
Ep 058/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:57,  1.39it/s, loss=0.742, pair=0.000, adv=3.928, sprd=0.030]
Ep 058/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:57,  1.39it/s, loss=0.731, pair=0.003, adv=4.211, sprd=0.025]
Ep 058/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.37it/s, loss=0.731, pair=0.003, adv=4.211, sprd=0.025]
Ep 058/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.37it/s, loss=0.722, pair=0.003, adv=4.143, sprd=0.023]
Ep 058/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:44,  1.45it/s, loss=0.722, pair=0.003, adv=4.143, sprd=0.023]
Ep 058/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:44,  1.45it/s, loss=0.733, pair=0.000, adv=4.068, sprd=0.024]
Ep 058/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:54,  1.39it/s, loss=0.733, pair=0.000, adv=4.068, sprd=0.024]
Ep 058/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:54,  1.39it/s, loss=0.730, pair=0.008, adv=4.045, sprd=0.022]
Ep 058/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:43,  1.45it/s, loss=0.730, pair=0.008, adv=4.045, sprd=0.022]
Ep 058/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:43,  1.45it/s, loss=0.718, pair=0.004, adv=3.969, sprd=0.021]
Ep 058/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:52,  1.39it/s, loss=0.718, pair=0.004, adv=3.969, sprd=0.021]
Ep 058/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:52,  1.39it/s, loss=0.734, pair=0.006, adv=3.849, sprd=0.024]
Ep 058/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:42,  1.45it/s, loss=0.734, pair=0.006, adv=3.849, sprd=0.024]
Ep 058/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:42,  1.45it/s, loss=0.728, pair=0.000, adv=3.804, sprd=0.023]
Ep 058/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:54,  1.37it/s, loss=0.728, pair=0.000, adv=3.804, sprd=0.023]
Ep 058/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:54,  1.37it/s, loss=0.755, pair=0.004, adv=3.783, sprd=0.031]
Ep 058/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:42,  1.44it/s, loss=0.755, pair=0.004, adv=3.783, sprd=0.031]
Ep 058/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:42,  1.44it/s, loss=0.742, pair=0.005, adv=3.794, sprd=0.026]
Ep 058/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:52,  1.38it/s, loss=0.742, pair=0.005, adv=3.794, sprd=0.026]
Ep 058/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:52,  1.38it/s, loss=0.726, pair=0.001, adv=4.187, sprd=0.021]
Ep 058/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:36,  1.47it/s, loss=0.726, pair=0.001, adv=4.187, sprd=0.021]
Ep 058/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:36,  1.47it/s, loss=0.723, pair=0.019, adv=3.884, sprd=0.021]
Ep 058/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:46,  1.40it/s, loss=0.723, pair=0.019, adv=3.884, sprd=0.021]
Ep 058/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:46,  1.40it/s, loss=0.731, pair=0.001, adv=4.101, sprd=0.025]
Ep 058/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:34,  1.47it/s, loss=0.731, pair=0.001, adv=4.101, sprd=0.025]
Ep 058/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:34,  1.47it/s, loss=0.714, pair=0.000, adv=3.954, sprd=0.021]
Ep 058/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:42,  1.42it/s, loss=0.714, pair=0.000, adv=3.954, sprd=0.021]
Ep 058/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:42,  1.42it/s, loss=0.718, pair=0.001, adv=4.268, sprd=0.020]
Ep 058/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:31,  1.49it/s, loss=0.718, pair=0.001, adv=4.268, sprd=0.020]
Ep 058/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:31,  1.49it/s, loss=0.715, pair=0.001, adv=3.846, sprd=0.020]
Ep 058/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:40,  1.42it/s, loss=0.715, pair=0.001, adv=3.846, sprd=0.020]
Ep 058/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:40,  1.42it/s, loss=0.754, pair=0.004, adv=3.982, sprd=0.029]
Ep 058/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.754, pair=0.004, adv=3.982, sprd=0.029]
Ep 058/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:31,  1.48it/s, loss=0.756, pair=0.008, adv=3.728, sprd=0.028]
Ep 058/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:42,  1.40it/s, loss=0.756, pair=0.008, adv=3.728, sprd=0.028]
Ep 058/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:42,  1.40it/s, loss=0.712, pair=0.000, adv=3.851, sprd=0.021]
Ep 058/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.47it/s, loss=0.712, pair=0.000, adv=3.851, sprd=0.021]
Ep 058/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.47it/s, loss=0.715, pair=0.000, adv=4.130, sprd=0.024]
Ep 058/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.45it/s, loss=0.715, pair=0.000, adv=4.130, sprd=0.024]
Ep 058/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.45it/s, loss=0.725, pair=0.003, adv=3.969, sprd=0.023]
Ep 058/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.51it/s, loss=0.725, pair=0.003, adv=3.969, sprd=0.023]
Ep 058/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.51it/s, loss=0.746, pair=0.009, adv=4.077, sprd=0.027]
Ep 058/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:37,  1.42it/s, loss=0.746, pair=0.009, adv=4.077, sprd=0.027]
Ep 058/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:37,  1.42it/s, loss=0.733, pair=0.000, adv=3.685, sprd=0.023]
Ep 058/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.733, pair=0.000, adv=3.685, sprd=0.023]
Ep 058/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:23,  1.51it/s, loss=0.805, pair=0.000, adv=3.855, sprd=0.027]
Ep 058/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:32,  1.44it/s, loss=0.805, pair=0.000, adv=3.855, sprd=0.027]
Ep 058/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:32,  1.44it/s, loss=0.729, pair=0.002, adv=3.929, sprd=0.025]
Ep 058/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.729, pair=0.002, adv=3.929, sprd=0.025]
Ep 058/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.712, pair=0.000, adv=3.699, sprd=0.017]
Ep 058/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:29,  1.45it/s, loss=0.712, pair=0.000, adv=3.699, sprd=0.017]
Ep 058/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:29,  1.45it/s, loss=0.733, pair=0.000, adv=4.000, sprd=0.025]
Ep 058/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.51it/s, loss=0.733, pair=0.000, adv=4.000, sprd=0.025]
Ep 058/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.51it/s, loss=0.741, pair=0.000, adv=3.801, sprd=0.027]
Ep 058/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:28,  1.45it/s, loss=0.741, pair=0.000, adv=3.801, sprd=0.027]
Ep 058/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:28,  1.45it/s, loss=0.721, pair=0.000, adv=3.549, sprd=0.022]
Ep 058/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:17,  1.53it/s, loss=0.721, pair=0.000, adv=3.549, sprd=0.022]
Ep 058/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:17,  1.53it/s, loss=0.803, pair=0.001, adv=4.207, sprd=0.025]
Ep 058/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:26,  1.45it/s, loss=0.803, pair=0.001, adv=4.207, sprd=0.025]
Ep 058/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:26,  1.45it/s, loss=0.719, pair=0.002, adv=4.052, sprd=0.022]
Ep 058/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:18,  1.50it/s, loss=0.719, pair=0.002, adv=4.052, sprd=0.022]
Ep 058/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:18,  1.50it/s, loss=0.715, pair=0.000, adv=3.920, sprd=0.020]
Ep 058/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:26,  1.44it/s, loss=0.715, pair=0.000, adv=3.920, sprd=0.020]
Ep 058/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:26,  1.44it/s, loss=0.749, pair=0.000, adv=3.758, sprd=0.030]
Ep 058/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.749, pair=0.000, adv=3.758, sprd=0.030]
Ep 058/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.724, pair=0.003, adv=3.802, sprd=0.024]
Ep 058/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:28,  1.42it/s, loss=0.724, pair=0.003, adv=3.802, sprd=0.024]
Ep 058/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:28,  1.42it/s, loss=0.743, pair=0.008, adv=3.695, sprd=0.028]
Ep 058/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:21,  1.46it/s, loss=0.743, pair=0.008, adv=3.695, sprd=0.028]
Ep 058/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:21,  1.46it/s, loss=0.729, pair=0.000, adv=3.821, sprd=0.027]
Ep 058/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.41it/s, loss=0.729, pair=0.000, adv=3.821, sprd=0.027]
Ep 058/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.41it/s, loss=0.733, pair=0.001, adv=4.106, sprd=0.024]
Ep 058/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:18,  1.48it/s, loss=0.733, pair=0.001, adv=4.106, sprd=0.024]
Ep 058/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:18,  1.48it/s, loss=0.731, pair=0.003, adv=4.105, sprd=0.026]
Ep 058/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:24,  1.43it/s, loss=0.731, pair=0.003, adv=4.105, sprd=0.026]
Ep 058/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:24,  1.43it/s, loss=0.721, pair=0.001, adv=3.859, sprd=0.022]
Ep 058/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.721, pair=0.001, adv=3.859, sprd=0.022]
Ep 058/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:15,  1.49it/s, loss=0.715, pair=0.000, adv=3.981, sprd=0.021]
Ep 058/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:21,  1.44it/s, loss=0.715, pair=0.000, adv=3.981, sprd=0.021]
Ep 058/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:21,  1.44it/s, loss=0.711, pair=0.000, adv=3.599, sprd=0.020]
Ep 058/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:12,  1.50it/s, loss=0.711, pair=0.000, adv=3.599, sprd=0.020]
Ep 058/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:12,  1.50it/s, loss=0.740, pair=0.001, adv=3.944, sprd=0.022]
Ep 058/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:27,  1.39it/s, loss=0.740, pair=0.001, adv=3.944, sprd=0.022]
Ep 058/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:27,  1.39it/s, loss=0.711, pair=0.003, adv=3.831, sprd=0.020]
Ep 058/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.48it/s, loss=0.711, pair=0.003, adv=3.831, sprd=0.020]
Ep 058/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.48it/s, loss=0.703, pair=0.000, adv=4.171, sprd=0.021]
Ep 058/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:18,  1.44it/s, loss=0.703, pair=0.000, adv=4.171, sprd=0.021]
Ep 058/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:18,  1.44it/s, loss=0.742, pair=0.001, adv=3.800, sprd=0.027]
Ep 058/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.49it/s, loss=0.742, pair=0.001, adv=3.800, sprd=0.027]
Ep 058/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:10,  1.49it/s, loss=0.730, pair=0.000, adv=3.798, sprd=0.026]
Ep 058/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.730, pair=0.000, adv=3.798, sprd=0.026]
Ep 058/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.736, pair=0.004, adv=3.452, sprd=0.027]
Ep 058/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:10,  1.49it/s, loss=0.736, pair=0.004, adv=3.452, sprd=0.027]
Ep 058/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:10,  1.49it/s, loss=0.704, pair=0.000, adv=3.500, sprd=0.018]
Ep 058/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.704, pair=0.000, adv=3.500, sprd=0.018]
Ep 058/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:15,  1.44it/s, loss=0.720, pair=0.000, adv=4.172, sprd=0.021]
Ep 058/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:06,  1.51it/s, loss=0.720, pair=0.000, adv=4.172, sprd=0.021]
Ep 058/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:06,  1.51it/s, loss=0.730, pair=0.003, adv=4.033, sprd=0.025]
Ep 058/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:13,  1.45it/s, loss=0.730, pair=0.003, adv=4.033, sprd=0.025]
Ep 058/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:13,  1.45it/s, loss=0.707, pair=0.001, adv=4.179, sprd=0.020]
Ep 058/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.707, pair=0.001, adv=4.179, sprd=0.020]
Ep 058/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:04,  1.51it/s, loss=0.730, pair=0.000, adv=3.885, sprd=0.024]
Ep 058/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.44it/s, loss=0.730, pair=0.000, adv=3.885, sprd=0.024]
Ep 058/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.44it/s, loss=0.719, pair=0.002, adv=3.974, sprd=0.019]
Ep 058/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:00,  1.53it/s, loss=0.719, pair=0.002, adv=3.974, sprd=0.019]
Ep 058/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:00,  1.53it/s, loss=0.719, pair=0.000, adv=3.821, sprd=0.018]
Ep 058/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.719, pair=0.000, adv=3.821, sprd=0.018]
Ep 058/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:10,  1.45it/s, loss=0.723, pair=0.000, adv=4.177, sprd=0.023]
Ep 058/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.723, pair=0.000, adv=4.177, sprd=0.023]
Ep 058/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:03,  1.50it/s, loss=0.723, pair=0.000, adv=3.901, sprd=0.020]
Ep 058/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:17,  1.39it/s, loss=0.723, pair=0.000, adv=3.901, sprd=0.020]
Ep 058/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:17,  1.39it/s, loss=0.734, pair=0.000, adv=4.028, sprd=0.025]
Ep 058/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.46it/s, loss=0.734, pair=0.000, adv=4.028, sprd=0.025]
Ep 058/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.46it/s, loss=0.720, pair=0.001, adv=3.654, sprd=0.020]
Ep 058/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:16,  1.38it/s, loss=0.720, pair=0.001, adv=3.654, sprd=0.020]
Ep 058/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:16,  1.38it/s, loss=0.718, pair=0.001, adv=3.779, sprd=0.022]
Ep 058/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:05,  1.46it/s, loss=0.718, pair=0.001, adv=3.779, sprd=0.022]
Ep 058/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:05,  1.46it/s, loss=0.741, pair=0.010, adv=3.824, sprd=0.026]
Ep 058/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:14,  1.38it/s, loss=0.741, pair=0.010, adv=3.824, sprd=0.026]
Ep 058/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:14,  1.38it/s, loss=0.720, pair=0.000, adv=4.036, sprd=0.023]
Ep 058/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:04,  1.46it/s, loss=0.720, pair=0.000, adv=4.036, sprd=0.023]
Ep 058/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:04,  1.46it/s, loss=0.709, pair=0.001, adv=3.861, sprd=0.019]
Ep 058/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.41it/s, loss=0.709, pair=0.001, adv=3.861, sprd=0.019]
Ep 058/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.41it/s, loss=0.726, pair=0.000, adv=4.005, sprd=0.022]
Ep 058/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:00,  1.48it/s, loss=0.726, pair=0.000, adv=4.005, sprd=0.022]
Ep 058/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:00,  1.48it/s, loss=0.729, pair=0.000, adv=4.169, sprd=0.024]
Ep 058/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:11,  1.39it/s, loss=0.729, pair=0.000, adv=4.169, sprd=0.024]
Ep 058/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:11,  1.39it/s, loss=0.731, pair=0.000, adv=4.177, sprd=0.024]
Ep 058/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:01,  1.46it/s, loss=0.731, pair=0.000, adv=4.177, sprd=0.024]
Ep 058/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<03:01,  1.46it/s, loss=0.717, pair=0.000, adv=3.869, sprd=0.021]
Ep 058/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:10,  1.39it/s, loss=0.717, pair=0.000, adv=3.869, sprd=0.021]
Ep 058/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:10,  1.39it/s, loss=0.704, pair=0.005, adv=3.678, sprd=0.017]
Ep 058/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:57,  1.48it/s, loss=0.704, pair=0.005, adv=3.678, sprd=0.017]
Ep 058/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:57,  1.48it/s, loss=0.707, pair=0.001, adv=3.698, sprd=0.019]
Ep 058/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:05,  1.41it/s, loss=0.707, pair=0.001, adv=3.698, sprd=0.019]
Ep 058/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:05,  1.41it/s, loss=0.735, pair=0.001, adv=4.294, sprd=0.026]
Ep 058/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:57,  1.47it/s, loss=0.735, pair=0.001, adv=4.294, sprd=0.026]
Ep 058/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:57,  1.47it/s, loss=0.711, pair=0.000, adv=3.661, sprd=0.020]
Ep 058/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.711, pair=0.000, adv=3.661, sprd=0.020]
Ep 058/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.42it/s, loss=0.767, pair=0.009, adv=4.117, sprd=0.034]
Ep 058/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:56,  1.47it/s, loss=0.767, pair=0.009, adv=4.117, sprd=0.034]
Ep 058/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:56,  1.47it/s, loss=0.722, pair=0.000, adv=4.117, sprd=0.022]
Ep 058/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:02,  1.41it/s, loss=0.722, pair=0.000, adv=4.117, sprd=0.022]
Ep 058/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:02,  1.41it/s, loss=0.729, pair=0.000, adv=3.950, sprd=0.023]
Ep 058/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.729, pair=0.000, adv=3.950, sprd=0.023]
Ep 058/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.801, pair=0.000, adv=3.737, sprd=0.025]
Ep 058/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:58,  1.44it/s, loss=0.801, pair=0.000, adv=3.737, sprd=0.025]
Ep 058/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:58,  1.44it/s, loss=0.729, pair=0.005, adv=4.005, sprd=0.024]
Ep 058/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.729, pair=0.005, adv=4.005, sprd=0.024]
Ep 058/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.709, pair=0.007, adv=4.339, sprd=0.017]
Ep 058/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:54,  1.45it/s, loss=0.709, pair=0.007, adv=4.339, sprd=0.017]
Ep 058/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:54,  1.45it/s, loss=0.720, pair=0.000, adv=3.969, sprd=0.019]
Ep 058/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:44,  1.53it/s, loss=0.720, pair=0.000, adv=3.969, sprd=0.019]
Ep 058/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:44,  1.53it/s, loss=0.712, pair=0.003, adv=3.790, sprd=0.020]
Ep 058/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.712, pair=0.003, adv=3.790, sprd=0.020]
Ep 058/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.713, pair=0.000, adv=4.016, sprd=0.022]
Ep 058/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.713, pair=0.000, adv=4.016, sprd=0.022]
Ep 058/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.793, pair=0.001, adv=3.797, sprd=0.024]
Ep 058/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.41it/s, loss=0.793, pair=0.001, adv=3.797, sprd=0.024]
Ep 058/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:56,  1.41it/s, loss=0.732, pair=0.000, adv=3.758, sprd=0.028]
Ep 058/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.732, pair=0.000, adv=3.758, sprd=0.028]
Ep 058/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.701, pair=0.002, adv=3.664, sprd=0.018]
Ep 058/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.701, pair=0.002, adv=3.664, sprd=0.018]
Ep 058/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:54,  1.42it/s, loss=0.727, pair=0.000, adv=3.874, sprd=0.023]
Ep 058/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:47,  1.47it/s, loss=0.727, pair=0.000, adv=3.874, sprd=0.023]
Ep 058/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:47,  1.47it/s, loss=0.717, pair=0.007, adv=4.057, sprd=0.021]
Ep 058/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.717, pair=0.007, adv=4.057, sprd=0.021]
Ep 058/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.736, pair=0.000, adv=3.615, sprd=0.028]
Ep 058/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:42,  1.51it/s, loss=0.736, pair=0.000, adv=3.615, sprd=0.028]
Ep 058/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:42,  1.51it/s, loss=0.728, pair=0.000, adv=4.319, sprd=0.024]
Ep 058/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.728, pair=0.000, adv=4.319, sprd=0.024]
Ep 058/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:49,  1.44it/s, loss=0.740, pair=0.001, adv=3.933, sprd=0.027]
Ep 058/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.48it/s, loss=0.740, pair=0.001, adv=3.933, sprd=0.027]
Ep 058/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:44,  1.48it/s, loss=0.735, pair=0.000, adv=3.760, sprd=0.022]
Ep 058/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.36it/s, loss=0.735, pair=0.000, adv=3.760, sprd=0.022]
Ep 058/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.36it/s, loss=0.717, pair=0.000, adv=4.063, sprd=0.020]
Ep 058/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:46,  1.45it/s, loss=0.717, pair=0.000, adv=4.063, sprd=0.020]
Ep 058/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:46,  1.45it/s, loss=0.750, pair=0.006, adv=3.699, sprd=0.027]
Ep 058/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:54,  1.38it/s, loss=0.750, pair=0.006, adv=3.699, sprd=0.027]
Ep 058/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:54,  1.38it/s, loss=0.734, pair=0.000, adv=4.002, sprd=0.023]
Ep 058/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:44,  1.45it/s, loss=0.734, pair=0.000, adv=4.002, sprd=0.023]
Ep 058/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:44,  1.45it/s, loss=0.733, pair=0.000, adv=3.601, sprd=0.028]
Ep 058/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:51,  1.39it/s, loss=0.733, pair=0.000, adv=3.601, sprd=0.028]
Ep 058/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:51,  1.39it/s, loss=0.718, pair=0.000, adv=3.949, sprd=0.020]
Ep 058/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:42,  1.46it/s, loss=0.718, pair=0.000, adv=3.949, sprd=0.020]
Ep 058/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:42,  1.46it/s, loss=0.724, pair=0.001, adv=4.400, sprd=0.022]
Ep 058/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:47,  1.40it/s, loss=0.724, pair=0.001, adv=4.400, sprd=0.022]
Ep 058/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:47,  1.40it/s, loss=0.721, pair=0.000, adv=4.135, sprd=0.024]
Ep 058/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:40,  1.47it/s, loss=0.721, pair=0.000, adv=4.135, sprd=0.024]
Ep 058/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:40,  1.47it/s, loss=0.718, pair=0.001, adv=3.969, sprd=0.021]
Ep 058/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:46,  1.41it/s, loss=0.718, pair=0.001, adv=3.969, sprd=0.021]
Ep 058/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:46,  1.41it/s, loss=0.715, pair=0.000, adv=4.179, sprd=0.020]
Ep 058/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.48it/s, loss=0.715, pair=0.000, adv=4.179, sprd=0.020]
Ep 058/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:36,  1.48it/s, loss=0.723, pair=0.000, adv=3.861, sprd=0.024]
Ep 058/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.42it/s, loss=0.723, pair=0.000, adv=3.861, sprd=0.024]
Ep 058/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.42it/s, loss=0.726, pair=0.000, adv=3.984, sprd=0.025]
Ep 058/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.49it/s, loss=0.726, pair=0.000, adv=3.984, sprd=0.025]
Ep 058/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:34,  1.49it/s, loss=0.727, pair=0.000, adv=3.654, sprd=0.022]
Ep 058/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:41,  1.43it/s, loss=0.727, pair=0.000, adv=3.654, sprd=0.022]
Ep 058/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:41,  1.43it/s, loss=0.728, pair=0.000, adv=3.739, sprd=0.025]
Ep 058/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.728, pair=0.000, adv=3.739, sprd=0.025]
Ep 058/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.720, pair=0.001, adv=3.760, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:46,  1.37it/s, loss=0.720, pair=0.001, adv=3.760, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:46,  1.37it/s, loss=0.717, pair=0.000, adv=3.834, sprd=0.022]
Ep 058/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:36,  1.45it/s, loss=0.717, pair=0.000, adv=3.834, sprd=0.022]
Ep 058/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:36,  1.45it/s, loss=0.739, pair=0.000, adv=3.915, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:46,  1.36it/s, loss=0.739, pair=0.000, adv=3.915, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:46,  1.36it/s, loss=0.710, pair=0.001, adv=4.029, sprd=0.019]
Ep 058/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:33,  1.46it/s, loss=0.710, pair=0.001, adv=4.029, sprd=0.019]
Ep 058/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:33,  1.46it/s, loss=0.728, pair=0.000, adv=3.832, sprd=0.026]
Ep 058/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:38,  1.41it/s, loss=0.728, pair=0.000, adv=3.832, sprd=0.026]
Ep 058/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:38,  1.41it/s, loss=0.719, pair=0.000, adv=3.891, sprd=0.022]
Ep 058/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:31,  1.47it/s, loss=0.719, pair=0.000, adv=3.891, sprd=0.022]
Ep 058/60 [S3:+sens]:  33%|▋ | 110/333 [01:17<02:31,  1.47it/s, loss=0.735, pair=0.000, adv=4.175, sprd=0.024]
Ep 058/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:42,  1.37it/s, loss=0.735, pair=0.000, adv=4.175, sprd=0.024]
Ep 058/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:42,  1.37it/s, loss=0.711, pair=0.000, adv=4.090, sprd=0.022]
Ep 058/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:30,  1.47it/s, loss=0.711, pair=0.000, adv=4.090, sprd=0.022]
Ep 058/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:30,  1.47it/s, loss=0.736, pair=0.000, adv=3.818, sprd=0.028]
Ep 058/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.41it/s, loss=0.736, pair=0.000, adv=3.818, sprd=0.028]
Ep 058/60 [S3:+sens]:  34%|▋ | 113/333 [01:19<02:35,  1.41it/s, loss=0.735, pair=0.000, adv=3.857, sprd=0.024]
Ep 058/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:27,  1.48it/s, loss=0.735, pair=0.000, adv=3.857, sprd=0.024]
Ep 058/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:27,  1.48it/s, loss=0.731, pair=0.000, adv=3.781, sprd=0.026]
Ep 058/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.731, pair=0.000, adv=3.781, sprd=0.026]
Ep 058/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:32,  1.43it/s, loss=0.709, pair=0.003, adv=3.948, sprd=0.019]
Ep 058/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:23,  1.51it/s, loss=0.709, pair=0.003, adv=3.948, sprd=0.019]
Ep 058/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:23,  1.51it/s, loss=0.696, pair=0.005, adv=3.559, sprd=0.018]
Ep 058/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:26,  1.47it/s, loss=0.696, pair=0.005, adv=3.559, sprd=0.018]
Ep 058/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:26,  1.47it/s, loss=0.716, pair=0.005, adv=3.582, sprd=0.022]
Ep 058/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:19,  1.55it/s, loss=0.716, pair=0.005, adv=3.582, sprd=0.022]
Ep 058/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:19,  1.55it/s, loss=0.720, pair=0.000, adv=3.996, sprd=0.022]
Ep 058/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:23,  1.49it/s, loss=0.720, pair=0.000, adv=3.996, sprd=0.022]
Ep 058/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:23,  1.49it/s, loss=0.717, pair=0.000, adv=4.028, sprd=0.021]
Ep 058/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:18,  1.54it/s, loss=0.717, pair=0.000, adv=4.028, sprd=0.021]
Ep 058/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:18,  1.54it/s, loss=0.718, pair=0.000, adv=3.686, sprd=0.021]
Ep 058/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:25,  1.46it/s, loss=0.718, pair=0.000, adv=3.686, sprd=0.021]
Ep 058/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:25,  1.46it/s, loss=0.749, pair=0.002, adv=3.506, sprd=0.030]
Ep 058/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.749, pair=0.002, adv=3.506, sprd=0.030]
Ep 058/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:20,  1.50it/s, loss=0.730, pair=0.000, adv=3.957, sprd=0.023]
Ep 058/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.730, pair=0.000, adv=3.957, sprd=0.023]
Ep 058/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.711, pair=0.004, adv=3.697, sprd=0.019]
Ep 058/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.711, pair=0.004, adv=3.697, sprd=0.019]
Ep 058/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:17,  1.52it/s, loss=0.785, pair=0.000, adv=3.604, sprd=0.022]
Ep 058/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.785, pair=0.000, adv=3.604, sprd=0.022]
Ep 058/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:24,  1.44it/s, loss=0.740, pair=0.000, adv=3.780, sprd=0.026]
Ep 058/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:19,  1.48it/s, loss=0.740, pair=0.000, adv=3.780, sprd=0.026]
Ep 058/60 [S3:+sens]:  38%|▊ | 126/333 [01:28<02:19,  1.48it/s, loss=0.732, pair=0.001, adv=3.767, sprd=0.023]
Ep 058/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:28,  1.39it/s, loss=0.732, pair=0.001, adv=3.767, sprd=0.023]
Ep 058/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:28,  1.39it/s, loss=0.726, pair=0.001, adv=3.910, sprd=0.026]
Ep 058/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:20,  1.46it/s, loss=0.726, pair=0.001, adv=3.910, sprd=0.026]
Ep 058/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:20,  1.46it/s, loss=0.742, pair=0.000, adv=3.812, sprd=0.028]
Ep 058/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.41it/s, loss=0.742, pair=0.000, adv=3.812, sprd=0.028]
Ep 058/60 [S3:+sens]:  39%|▊ | 129/333 [01:30<02:25,  1.41it/s, loss=0.748, pair=0.002, adv=4.103, sprd=0.030]
Ep 058/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:19,  1.46it/s, loss=0.748, pair=0.002, adv=4.103, sprd=0.030]
Ep 058/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:19,  1.46it/s, loss=0.723, pair=0.003, adv=4.166, sprd=0.022]
Ep 058/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:25,  1.38it/s, loss=0.723, pair=0.003, adv=4.166, sprd=0.022]
Ep 058/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:25,  1.38it/s, loss=0.723, pair=0.000, adv=3.846, sprd=0.023]
Ep 058/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.723, pair=0.000, adv=3.846, sprd=0.023]
Ep 058/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:17,  1.46it/s, loss=0.795, pair=0.001, adv=4.165, sprd=0.025]
Ep 058/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.43it/s, loss=0.795, pair=0.001, adv=4.165, sprd=0.025]
Ep 058/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.43it/s, loss=0.719, pair=0.000, adv=3.746, sprd=0.022]
Ep 058/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.719, pair=0.000, adv=3.746, sprd=0.022]
Ep 058/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:13,  1.49it/s, loss=0.729, pair=0.004, adv=3.390, sprd=0.025]
Ep 058/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.729, pair=0.004, adv=3.390, sprd=0.025]
Ep 058/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:18,  1.43it/s, loss=0.738, pair=0.001, adv=3.847, sprd=0.027]
Ep 058/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.49it/s, loss=0.738, pair=0.001, adv=3.847, sprd=0.027]
Ep 058/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.49it/s, loss=0.729, pair=0.000, adv=3.829, sprd=0.024]
Ep 058/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.41it/s, loss=0.729, pair=0.000, adv=3.829, sprd=0.024]
Ep 058/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:18,  1.41it/s, loss=0.710, pair=0.003, adv=3.772, sprd=0.019]
Ep 058/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.710, pair=0.003, adv=3.772, sprd=0.019]
Ep 058/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:10,  1.50it/s, loss=0.743, pair=0.000, adv=3.876, sprd=0.027]
Ep 058/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.743, pair=0.000, adv=3.876, sprd=0.027]
Ep 058/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.712, pair=0.004, adv=3.748, sprd=0.020]
Ep 058/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:10,  1.47it/s, loss=0.712, pair=0.004, adv=3.748, sprd=0.020]
Ep 058/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:10,  1.47it/s, loss=0.720, pair=0.004, adv=4.190, sprd=0.020]
Ep 058/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:17,  1.39it/s, loss=0.720, pair=0.004, adv=4.190, sprd=0.020]
Ep 058/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:17,  1.39it/s, loss=0.731, pair=0.001, adv=3.777, sprd=0.025]
Ep 058/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:11,  1.45it/s, loss=0.731, pair=0.001, adv=3.777, sprd=0.025]
Ep 058/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:11,  1.45it/s, loss=0.725, pair=0.000, adv=4.156, sprd=0.020]
Ep 058/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:21,  1.34it/s, loss=0.725, pair=0.000, adv=4.156, sprd=0.020]
Ep 058/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:21,  1.34it/s, loss=0.721, pair=0.007, adv=3.650, sprd=0.023]
Ep 058/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:10,  1.44it/s, loss=0.721, pair=0.007, adv=3.650, sprd=0.023]
Ep 058/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:10,  1.44it/s, loss=0.722, pair=0.009, adv=3.692, sprd=0.020]
Ep 058/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.722, pair=0.009, adv=3.692, sprd=0.020]
Ep 058/60 [S3:+sens]:  44%|▊ | 145/333 [01:41<02:12,  1.42it/s, loss=0.728, pair=0.003, adv=3.807, sprd=0.022]
Ep 058/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.47it/s, loss=0.728, pair=0.003, adv=3.807, sprd=0.022]
Ep 058/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.47it/s, loss=0.710, pair=0.003, adv=3.859, sprd=0.021]
Ep 058/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:07,  1.46it/s, loss=0.710, pair=0.003, adv=3.859, sprd=0.021]
Ep 058/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:07,  1.46it/s, loss=0.738, pair=0.001, adv=3.785, sprd=0.026]
Ep 058/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.51it/s, loss=0.738, pair=0.001, adv=3.785, sprd=0.026]
Ep 058/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:02,  1.51it/s, loss=0.739, pair=0.000, adv=3.841, sprd=0.026]
Ep 058/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.739, pair=0.000, adv=3.841, sprd=0.026]
Ep 058/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.700, pair=0.007, adv=3.661, sprd=0.018]
Ep 058/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.52it/s, loss=0.700, pair=0.007, adv=3.661, sprd=0.018]
Ep 058/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:00,  1.52it/s, loss=0.789, pair=0.003, adv=3.824, sprd=0.024]
Ep 058/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:03,  1.48it/s, loss=0.789, pair=0.003, adv=3.824, sprd=0.024]
Ep 058/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:03,  1.48it/s, loss=0.725, pair=0.002, adv=4.209, sprd=0.024]
Ep 058/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<01:57,  1.53it/s, loss=0.725, pair=0.002, adv=4.209, sprd=0.024]
Ep 058/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<01:57,  1.53it/s, loss=0.707, pair=0.005, adv=3.669, sprd=0.018]
Ep 058/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.707, pair=0.005, adv=3.669, sprd=0.018]
Ep 058/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:06,  1.42it/s, loss=0.717, pair=0.001, adv=4.066, sprd=0.023]
Ep 058/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.717, pair=0.001, adv=4.066, sprd=0.023]
Ep 058/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<01:59,  1.50it/s, loss=0.720, pair=0.004, adv=4.040, sprd=0.023]
Ep 058/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:02,  1.45it/s, loss=0.720, pair=0.004, adv=4.040, sprd=0.023]
Ep 058/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:02,  1.45it/s, loss=0.726, pair=0.001, adv=3.801, sprd=0.023]
Ep 058/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:56,  1.52it/s, loss=0.726, pair=0.001, adv=3.801, sprd=0.023]
Ep 058/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:56,  1.52it/s, loss=0.723, pair=0.000, adv=3.888, sprd=0.024]
Ep 058/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.45it/s, loss=0.723, pair=0.000, adv=3.888, sprd=0.024]
Ep 058/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:01,  1.45it/s, loss=0.736, pair=0.004, adv=3.854, sprd=0.024]
Ep 058/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.736, pair=0.004, adv=3.854, sprd=0.024]
Ep 058/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.704, pair=0.002, adv=3.545, sprd=0.019]
Ep 058/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:00,  1.45it/s, loss=0.704, pair=0.002, adv=3.545, sprd=0.019]
Ep 058/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:00,  1.45it/s, loss=0.744, pair=0.003, adv=3.971, sprd=0.027]
Ep 058/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.49it/s, loss=0.744, pair=0.003, adv=3.971, sprd=0.027]
Ep 058/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:55,  1.49it/s, loss=0.710, pair=0.001, adv=3.884, sprd=0.022]
Ep 058/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.710, pair=0.001, adv=3.884, sprd=0.022]
Ep 058/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.727, pair=0.001, adv=3.652, sprd=0.024]
Ep 058/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.727, pair=0.001, adv=3.652, sprd=0.024]
Ep 058/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.782, pair=0.001, adv=4.087, sprd=0.021]
Ep 058/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:55,  1.47it/s, loss=0.782, pair=0.001, adv=4.087, sprd=0.021]
Ep 058/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:55,  1.47it/s, loss=0.704, pair=0.001, adv=4.007, sprd=0.018]
Ep 058/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:50,  1.53it/s, loss=0.704, pair=0.001, adv=4.007, sprd=0.018]
Ep 058/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:50,  1.53it/s, loss=0.740, pair=0.010, adv=3.542, sprd=0.026]
Ep 058/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.740, pair=0.010, adv=3.542, sprd=0.026]
Ep 058/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.733, pair=0.003, adv=3.730, sprd=0.021]
Ep 058/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.49it/s, loss=0.733, pair=0.003, adv=3.730, sprd=0.021]
Ep 058/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:51,  1.49it/s, loss=0.711, pair=0.003, adv=3.689, sprd=0.021]
Ep 058/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:55,  1.44it/s, loss=0.711, pair=0.003, adv=3.689, sprd=0.021]
Ep 058/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:55,  1.44it/s, loss=0.707, pair=0.004, adv=3.839, sprd=0.017]
Ep 058/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:48,  1.52it/s, loss=0.707, pair=0.004, adv=3.839, sprd=0.017]
Ep 058/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:48,  1.52it/s, loss=0.741, pair=0.002, adv=3.810, sprd=0.030]
Ep 058/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.44it/s, loss=0.741, pair=0.002, adv=3.810, sprd=0.030]
Ep 058/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:54,  1.44it/s, loss=0.721, pair=0.002, adv=4.293, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.721, pair=0.002, adv=4.293, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.789, pair=0.006, adv=4.040, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:51,  1.45it/s, loss=0.789, pair=0.006, adv=4.040, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:51,  1.45it/s, loss=0.716, pair=0.004, adv=3.621, sprd=0.021]
Ep 058/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:44,  1.54it/s, loss=0.716, pair=0.004, adv=3.621, sprd=0.021]
Ep 058/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:44,  1.54it/s, loss=0.734, pair=0.001, adv=3.956, sprd=0.023]
Ep 058/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.43it/s, loss=0.734, pair=0.001, adv=3.956, sprd=0.023]
Ep 058/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:52,  1.43it/s, loss=0.717, pair=0.001, adv=3.951, sprd=0.022]
Ep 058/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.717, pair=0.001, adv=3.951, sprd=0.022]
Ep 058/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.705, pair=0.006, adv=3.712, sprd=0.019]
Ep 058/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.705, pair=0.006, adv=3.712, sprd=0.019]
Ep 058/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:49,  1.45it/s, loss=0.722, pair=0.000, adv=4.183, sprd=0.022]
Ep 058/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.722, pair=0.000, adv=4.183, sprd=0.022]
Ep 058/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:44,  1.50it/s, loss=0.721, pair=0.002, adv=3.873, sprd=0.020]
Ep 058/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.38it/s, loss=0.721, pair=0.002, adv=3.873, sprd=0.020]
Ep 058/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.38it/s, loss=0.723, pair=0.002, adv=3.612, sprd=0.023]
Ep 058/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:46,  1.46it/s, loss=0.723, pair=0.002, adv=3.612, sprd=0.023]
Ep 058/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:46,  1.46it/s, loss=0.745, pair=0.004, adv=3.831, sprd=0.029]
Ep 058/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.745, pair=0.004, adv=3.831, sprd=0.029]
Ep 058/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:49,  1.41it/s, loss=0.732, pair=0.001, adv=3.973, sprd=0.027]
Ep 058/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.732, pair=0.001, adv=3.973, sprd=0.027]
Ep 058/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:43,  1.48it/s, loss=0.709, pair=0.004, adv=4.057, sprd=0.018]
Ep 058/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.42it/s, loss=0.709, pair=0.004, adv=4.057, sprd=0.018]
Ep 058/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.42it/s, loss=0.716, pair=0.002, adv=3.982, sprd=0.021]
Ep 058/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.716, pair=0.002, adv=3.982, sprd=0.021]
Ep 058/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:41,  1.49it/s, loss=0.747, pair=0.005, adv=3.787, sprd=0.028]
Ep 058/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.40it/s, loss=0.747, pair=0.005, adv=3.787, sprd=0.028]
Ep 058/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:46,  1.40it/s, loss=0.728, pair=0.001, adv=3.888, sprd=0.025]
Ep 058/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.46it/s, loss=0.728, pair=0.001, adv=3.888, sprd=0.025]
Ep 058/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.46it/s, loss=0.731, pair=0.002, adv=3.703, sprd=0.025]
Ep 058/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.43it/s, loss=0.731, pair=0.002, adv=3.703, sprd=0.025]
Ep 058/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.43it/s, loss=0.710, pair=0.003, adv=3.935, sprd=0.021]
Ep 058/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.710, pair=0.003, adv=3.935, sprd=0.021]
Ep 058/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:37,  1.51it/s, loss=0.720, pair=0.005, adv=3.799, sprd=0.023]
Ep 058/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.720, pair=0.005, adv=3.799, sprd=0.023]
Ep 058/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.715, pair=0.005, adv=4.060, sprd=0.020]
Ep 058/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:36,  1.50it/s, loss=0.715, pair=0.005, adv=4.060, sprd=0.020]
Ep 058/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:36,  1.50it/s, loss=0.736, pair=0.002, adv=3.978, sprd=0.024]
Ep 058/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:44,  1.38it/s, loss=0.736, pair=0.002, adv=3.978, sprd=0.024]
Ep 058/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:44,  1.38it/s, loss=0.702, pair=0.001, adv=3.786, sprd=0.018]
Ep 058/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.49it/s, loss=0.702, pair=0.001, adv=3.786, sprd=0.018]
Ep 058/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.49it/s, loss=0.734, pair=0.002, adv=3.660, sprd=0.026]
Ep 058/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.734, pair=0.002, adv=3.660, sprd=0.026]
Ep 058/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.752, pair=0.008, adv=3.674, sprd=0.029]
Ep 058/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.752, pair=0.008, adv=3.674, sprd=0.029]
Ep 058/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.50it/s, loss=0.723, pair=0.003, adv=3.839, sprd=0.021]
Ep 058/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:39,  1.40it/s, loss=0.723, pair=0.003, adv=3.839, sprd=0.021]
Ep 058/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:39,  1.40it/s, loss=0.733, pair=0.006, adv=3.904, sprd=0.024]
Ep 058/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:34,  1.47it/s, loss=0.733, pair=0.006, adv=3.904, sprd=0.024]
Ep 058/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:34,  1.47it/s, loss=0.714, pair=0.003, adv=3.709, sprd=0.021]
Ep 058/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.40it/s, loss=0.714, pair=0.003, adv=3.709, sprd=0.021]
Ep 058/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:38,  1.40it/s, loss=0.690, pair=0.001, adv=4.181, sprd=0.017]
Ep 058/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.49it/s, loss=0.690, pair=0.001, adv=4.181, sprd=0.017]
Ep 058/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:31,  1.49it/s, loss=0.780, pair=0.003, adv=3.974, sprd=0.019]
Ep 058/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.45it/s, loss=0.780, pair=0.003, adv=3.974, sprd=0.019]
Ep 058/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.45it/s, loss=0.737, pair=0.006, adv=3.737, sprd=0.023]
Ep 058/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.50it/s, loss=0.737, pair=0.006, adv=3.737, sprd=0.023]
Ep 058/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:30,  1.50it/s, loss=0.748, pair=0.007, adv=3.901, sprd=0.028]
Ep 058/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.748, pair=0.007, adv=3.901, sprd=0.028]
Ep 058/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:33,  1.43it/s, loss=0.756, pair=0.003, adv=3.787, sprd=0.031]
Ep 058/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:30,  1.47it/s, loss=0.756, pair=0.003, adv=3.787, sprd=0.031]
Ep 058/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:30,  1.47it/s, loss=0.844, pair=0.010, adv=3.771, sprd=0.033]
Ep 058/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:33,  1.41it/s, loss=0.844, pair=0.010, adv=3.771, sprd=0.033]
Ep 058/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:33,  1.41it/s, loss=0.762, pair=0.003, adv=3.851, sprd=0.031]
Ep 058/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.46it/s, loss=0.762, pair=0.003, adv=3.851, sprd=0.031]
Ep 058/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:29,  1.46it/s, loss=0.733, pair=0.001, adv=3.819, sprd=0.022]
Ep 058/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.733, pair=0.001, adv=3.819, sprd=0.022]
Ep 058/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.709, pair=0.005, adv=3.622, sprd=0.017]
Ep 058/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:27,  1.48it/s, loss=0.709, pair=0.005, adv=3.622, sprd=0.017]
Ep 058/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.48it/s, loss=0.713, pair=0.006, adv=3.945, sprd=0.020]
Ep 058/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.42it/s, loss=0.713, pair=0.006, adv=3.945, sprd=0.020]
Ep 058/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:30,  1.42it/s, loss=0.732, pair=0.001, adv=4.059, sprd=0.024]
Ep 058/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.732, pair=0.001, adv=4.059, sprd=0.024]
Ep 058/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.741, pair=0.005, adv=4.293, sprd=0.026]
Ep 058/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:29,  1.41it/s, loss=0.741, pair=0.005, adv=4.293, sprd=0.026]
Ep 058/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.722, pair=0.002, adv=3.860, sprd=0.023]
Ep 058/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.49it/s, loss=0.722, pair=0.002, adv=3.860, sprd=0.023]
Ep 058/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.49it/s, loss=0.733, pair=0.007, adv=3.911, sprd=0.024]
Ep 058/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:25,  1.44it/s, loss=0.733, pair=0.007, adv=3.911, sprd=0.024]
Ep 058/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:25,  1.44it/s, loss=0.738, pair=0.006, adv=4.114, sprd=0.025]
Ep 058/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.738, pair=0.006, adv=4.114, sprd=0.025]
Ep 058/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.734, pair=0.006, adv=3.769, sprd=0.024]
Ep 058/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.734, pair=0.006, adv=3.769, sprd=0.024]
Ep 058/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:25,  1.42it/s, loss=0.730, pair=0.006, adv=3.975, sprd=0.025]
Ep 058/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.47it/s, loss=0.730, pair=0.006, adv=3.975, sprd=0.025]
Ep 058/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:22,  1.47it/s, loss=0.707, pair=0.003, adv=3.436, sprd=0.019]
Ep 058/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.43it/s, loss=0.707, pair=0.003, adv=3.436, sprd=0.019]
Ep 058/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.43it/s, loss=0.715, pair=0.008, adv=3.466, sprd=0.018]
Ep 058/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.51it/s, loss=0.715, pair=0.008, adv=3.466, sprd=0.018]
Ep 058/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.51it/s, loss=0.717, pair=0.004, adv=3.745, sprd=0.021]
Ep 058/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.43it/s, loss=0.717, pair=0.004, adv=3.745, sprd=0.021]
Ep 058/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:22,  1.43it/s, loss=0.708, pair=0.002, adv=3.545, sprd=0.019]
Ep 058/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.52it/s, loss=0.708, pair=0.002, adv=3.545, sprd=0.019]
Ep 058/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.52it/s, loss=0.695, pair=0.003, adv=3.888, sprd=0.016]
Ep 058/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.695, pair=0.003, adv=3.888, sprd=0.016]
Ep 058/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.44it/s, loss=0.720, pair=0.002, adv=3.712, sprd=0.021]
Ep 058/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.49it/s, loss=0.720, pair=0.002, adv=3.712, sprd=0.021]
Ep 058/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:16,  1.49it/s, loss=0.727, pair=0.001, adv=3.652, sprd=0.020]
Ep 058/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.46it/s, loss=0.727, pair=0.001, adv=3.652, sprd=0.020]
Ep 058/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.46it/s, loss=0.707, pair=0.002, adv=3.803, sprd=0.016]
Ep 058/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:13,  1.53it/s, loss=0.707, pair=0.002, adv=3.803, sprd=0.016]
Ep 058/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:13,  1.53it/s, loss=0.737, pair=0.003, adv=3.826, sprd=0.028]
Ep 058/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.737, pair=0.003, adv=3.826, sprd=0.028]
Ep 058/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:17,  1.45it/s, loss=0.721, pair=0.002, adv=3.780, sprd=0.022]
Ep 058/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.721, pair=0.002, adv=3.780, sprd=0.022]
Ep 058/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.727, pair=0.004, adv=4.076, sprd=0.024]
Ep 058/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:19,  1.39it/s, loss=0.727, pair=0.004, adv=4.076, sprd=0.024]
Ep 058/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:19,  1.39it/s, loss=0.710, pair=0.000, adv=3.994, sprd=0.020]
Ep 058/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:14,  1.47it/s, loss=0.710, pair=0.000, adv=3.994, sprd=0.020]
Ep 058/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:14,  1.47it/s, loss=0.810, pair=0.001, adv=3.649, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.810, pair=0.001, adv=3.649, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.729, pair=0.002, adv=3.837, sprd=0.024]
Ep 058/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.47it/s, loss=0.729, pair=0.002, adv=3.837, sprd=0.024]
Ep 058/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.740, pair=0.002, adv=3.958, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:14,  1.43it/s, loss=0.740, pair=0.002, adv=3.958, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:14,  1.43it/s, loss=0.736, pair=0.000, adv=3.717, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.48it/s, loss=0.736, pair=0.000, adv=3.717, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:10,  1.48it/s, loss=0.707, pair=0.004, adv=3.443, sprd=0.019]
Ep 058/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.38it/s, loss=0.707, pair=0.004, adv=3.443, sprd=0.019]
Ep 058/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.38it/s, loss=0.723, pair=0.000, adv=3.808, sprd=0.022]
Ep 058/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.45it/s, loss=0.723, pair=0.000, adv=3.808, sprd=0.022]
Ep 058/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:10,  1.45it/s, loss=0.731, pair=0.009, adv=3.984, sprd=0.024]
Ep 058/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.731, pair=0.009, adv=3.984, sprd=0.024]
Ep 058/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:13,  1.39it/s, loss=0.714, pair=0.004, adv=3.766, sprd=0.022]
Ep 058/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.47it/s, loss=0.714, pair=0.004, adv=3.766, sprd=0.022]
Ep 058/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.47it/s, loss=0.741, pair=0.000, adv=3.936, sprd=0.024]
Ep 058/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.42it/s, loss=0.741, pair=0.000, adv=3.936, sprd=0.024]
Ep 058/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.727, pair=0.003, adv=3.750, sprd=0.024]
Ep 058/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.49it/s, loss=0.727, pair=0.003, adv=3.750, sprd=0.024]
Ep 058/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.49it/s, loss=0.731, pair=0.001, adv=3.922, sprd=0.022]
Ep 058/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.731, pair=0.001, adv=3.922, sprd=0.022]
Ep 058/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.729, pair=0.001, adv=3.978, sprd=0.023]
Ep 058/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.50it/s, loss=0.729, pair=0.001, adv=3.978, sprd=0.023]
Ep 058/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.50it/s, loss=0.794, pair=0.004, adv=3.983, sprd=0.021]
Ep 058/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.45it/s, loss=0.794, pair=0.004, adv=3.983, sprd=0.021]
Ep 058/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:06,  1.45it/s, loss=0.735, pair=0.005, adv=4.021, sprd=0.027]
Ep 058/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.51it/s, loss=0.735, pair=0.005, adv=4.021, sprd=0.027]
Ep 058/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.51it/s, loss=0.730, pair=0.003, adv=3.964, sprd=0.020]
Ep 058/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:08,  1.38it/s, loss=0.730, pair=0.003, adv=3.964, sprd=0.020]
Ep 058/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:08,  1.38it/s, loss=0.725, pair=0.004, adv=4.048, sprd=0.023]
Ep 058/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:03,  1.46it/s, loss=0.725, pair=0.004, adv=4.048, sprd=0.023]
Ep 058/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:03,  1.46it/s, loss=0.727, pair=0.005, adv=3.932, sprd=0.023]
Ep 058/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:06,  1.39it/s, loss=0.727, pair=0.005, adv=3.932, sprd=0.023]
Ep 058/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:06,  1.39it/s, loss=0.727, pair=0.004, adv=3.868, sprd=0.025]
Ep 058/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.47it/s, loss=0.727, pair=0.004, adv=3.868, sprd=0.025]
Ep 058/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.47it/s, loss=0.789, pair=0.005, adv=3.721, sprd=0.022]
Ep 058/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.44it/s, loss=0.789, pair=0.005, adv=3.721, sprd=0.022]
Ep 058/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.44it/s, loss=0.720, pair=0.001, adv=3.688, sprd=0.022]
Ep 058/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.720, pair=0.001, adv=3.688, sprd=0.022]
Ep 058/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.49it/s, loss=0.722, pair=0.006, adv=3.701, sprd=0.023]
Ep 058/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.42it/s, loss=0.722, pair=0.006, adv=3.701, sprd=0.023]
Ep 058/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.42it/s, loss=0.733, pair=0.014, adv=3.980, sprd=0.025]
Ep 058/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.50it/s, loss=0.733, pair=0.014, adv=3.980, sprd=0.025]
Ep 058/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.50it/s, loss=0.722, pair=0.003, adv=3.476, sprd=0.025]
Ep 058/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.722, pair=0.003, adv=3.476, sprd=0.025]
Ep 058/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<00:59,  1.44it/s, loss=0.722, pair=0.009, adv=3.725, sprd=0.022]
Ep 058/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.51it/s, loss=0.722, pair=0.009, adv=3.725, sprd=0.022]
Ep 058/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.51it/s, loss=0.742, pair=0.005, adv=3.719, sprd=0.029]
Ep 058/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.45it/s, loss=0.742, pair=0.005, adv=3.719, sprd=0.029]
Ep 058/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:57,  1.45it/s, loss=0.732, pair=0.001, adv=4.239, sprd=0.025]
Ep 058/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.732, pair=0.001, adv=4.239, sprd=0.025]
Ep 058/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.49it/s, loss=0.731, pair=0.001, adv=3.722, sprd=0.024]
Ep 058/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.39it/s, loss=0.731, pair=0.001, adv=3.722, sprd=0.024]
Ep 058/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.39it/s, loss=0.715, pair=0.004, adv=3.864, sprd=0.020]
Ep 058/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.47it/s, loss=0.715, pair=0.004, adv=3.864, sprd=0.020]
Ep 058/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.47it/s, loss=0.738, pair=0.001, adv=4.059, sprd=0.027]
Ep 058/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.738, pair=0.001, adv=4.059, sprd=0.027]
Ep 058/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:56,  1.41it/s, loss=0.715, pair=0.003, adv=3.689, sprd=0.021]
Ep 058/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.48it/s, loss=0.715, pair=0.003, adv=3.689, sprd=0.021]
Ep 058/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:53,  1.48it/s, loss=0.738, pair=0.004, adv=3.725, sprd=0.023]
Ep 058/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:56,  1.38it/s, loss=0.738, pair=0.004, adv=3.725, sprd=0.023]
Ep 058/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:56,  1.38it/s, loss=0.739, pair=0.003, adv=3.669, sprd=0.026]
Ep 058/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:53,  1.44it/s, loss=0.739, pair=0.003, adv=3.669, sprd=0.026]
Ep 058/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:53,  1.44it/s, loss=0.710, pair=0.003, adv=3.973, sprd=0.018]
Ep 058/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:56,  1.34it/s, loss=0.710, pair=0.003, adv=3.973, sprd=0.018]
Ep 058/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:56,  1.34it/s, loss=0.711, pair=0.000, adv=3.950, sprd=0.022]
Ep 058/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:52,  1.43it/s, loss=0.711, pair=0.000, adv=3.950, sprd=0.022]
Ep 058/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:52,  1.43it/s, loss=0.735, pair=0.002, adv=3.752, sprd=0.026]
Ep 058/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:53,  1.38it/s, loss=0.735, pair=0.002, adv=3.752, sprd=0.026]
Ep 058/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:53,  1.38it/s, loss=0.708, pair=0.001, adv=3.928, sprd=0.020]
Ep 058/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:50,  1.46it/s, loss=0.708, pair=0.001, adv=3.928, sprd=0.020]
Ep 058/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:50,  1.46it/s, loss=0.731, pair=0.001, adv=3.918, sprd=0.024]
Ep 058/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.42it/s, loss=0.731, pair=0.001, adv=3.918, sprd=0.024]
Ep 058/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.42it/s, loss=0.742, pair=0.005, adv=4.019, sprd=0.027]
Ep 058/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.47it/s, loss=0.742, pair=0.005, adv=4.019, sprd=0.027]
Ep 058/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.47it/s, loss=0.717, pair=0.000, adv=3.756, sprd=0.022]
Ep 058/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.45it/s, loss=0.717, pair=0.000, adv=3.756, sprd=0.022]
Ep 058/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.45it/s, loss=0.724, pair=0.002, adv=3.823, sprd=0.023]
Ep 058/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.50it/s, loss=0.724, pair=0.002, adv=3.823, sprd=0.023]
Ep 058/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:46,  1.50it/s, loss=0.728, pair=0.003, adv=3.786, sprd=0.023]
Ep 058/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:48,  1.40it/s, loss=0.728, pair=0.003, adv=3.786, sprd=0.023]
Ep 058/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:48,  1.40it/s, loss=0.722, pair=0.004, adv=4.060, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.50it/s, loss=0.722, pair=0.004, adv=4.060, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.50it/s, loss=0.711, pair=0.004, adv=3.533, sprd=0.020]
Ep 058/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.41it/s, loss=0.711, pair=0.004, adv=3.533, sprd=0.020]
Ep 058/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.41it/s, loss=0.713, pair=0.000, adv=3.947, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.49it/s, loss=0.713, pair=0.000, adv=3.947, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.49it/s, loss=0.734, pair=0.002, adv=3.684, sprd=0.023]
Ep 058/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.38it/s, loss=0.734, pair=0.002, adv=3.684, sprd=0.023]
Ep 058/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:46,  1.38it/s, loss=0.735, pair=0.006, adv=3.866, sprd=0.025]
Ep 058/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.45it/s, loss=0.735, pair=0.006, adv=3.866, sprd=0.025]
Ep 058/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:43,  1.45it/s, loss=0.718, pair=0.001, adv=4.255, sprd=0.024]
Ep 058/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.43it/s, loss=0.718, pair=0.001, adv=4.255, sprd=0.024]
Ep 058/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.43it/s, loss=0.755, pair=0.001, adv=3.923, sprd=0.031]
Ep 058/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.755, pair=0.001, adv=3.923, sprd=0.031]
Ep 058/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:41,  1.48it/s, loss=0.750, pair=0.004, adv=3.777, sprd=0.030]
Ep 058/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.750, pair=0.004, adv=3.777, sprd=0.030]
Ep 058/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.42it/s, loss=0.699, pair=0.000, adv=3.611, sprd=0.017]
Ep 058/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:38,  1.52it/s, loss=0.699, pair=0.000, adv=3.611, sprd=0.017]
Ep 058/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:38,  1.52it/s, loss=0.723, pair=0.002, adv=3.967, sprd=0.019]
Ep 058/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.723, pair=0.002, adv=3.967, sprd=0.019]
Ep 058/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:40,  1.44it/s, loss=0.720, pair=0.004, adv=3.565, sprd=0.022]
Ep 058/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.49it/s, loss=0.720, pair=0.004, adv=3.565, sprd=0.022]
Ep 058/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.49it/s, loss=0.718, pair=0.002, adv=3.553, sprd=0.020]
Ep 058/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.718, pair=0.002, adv=3.553, sprd=0.020]
Ep 058/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.727, pair=0.002, adv=3.565, sprd=0.023]
Ep 058/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.727, pair=0.002, adv=3.565, sprd=0.023]
Ep 058/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.49it/s, loss=0.719, pair=0.003, adv=3.913, sprd=0.022]
Ep 058/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:38,  1.41it/s, loss=0.719, pair=0.003, adv=3.913, sprd=0.022]
Ep 058/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:38,  1.41it/s, loss=0.740, pair=0.002, adv=4.029, sprd=0.027]
Ep 058/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.47it/s, loss=0.740, pair=0.002, adv=4.029, sprd=0.027]
Ep 058/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:35,  1.47it/s, loss=0.720, pair=0.004, adv=3.785, sprd=0.021]
Ep 058/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:37,  1.39it/s, loss=0.720, pair=0.004, adv=3.785, sprd=0.021]
Ep 058/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:37,  1.39it/s, loss=0.720, pair=0.006, adv=3.663, sprd=0.022]
Ep 058/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.46it/s, loss=0.720, pair=0.006, adv=3.663, sprd=0.022]
Ep 058/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.46it/s, loss=0.789, pair=0.006, adv=3.788, sprd=0.022]
Ep 058/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.39it/s, loss=0.789, pair=0.006, adv=3.788, sprd=0.022]
Ep 058/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:35,  1.39it/s, loss=0.746, pair=0.002, adv=3.904, sprd=0.027]
Ep 058/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.44it/s, loss=0.746, pair=0.002, adv=3.904, sprd=0.027]
Ep 058/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.44it/s, loss=0.752, pair=0.001, adv=3.748, sprd=0.028]
Ep 058/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.40it/s, loss=0.752, pair=0.001, adv=3.748, sprd=0.028]
Ep 058/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:34,  1.40it/s, loss=0.716, pair=0.000, adv=3.924, sprd=0.022]
Ep 058/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.716, pair=0.000, adv=3.924, sprd=0.022]
Ep 058/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.49it/s, loss=0.720, pair=0.002, adv=3.561, sprd=0.022]
Ep 058/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:31,  1.45it/s, loss=0.720, pair=0.002, adv=3.561, sprd=0.022]
Ep 058/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:31,  1.45it/s, loss=0.742, pair=0.002, adv=3.822, sprd=0.026]
Ep 058/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.50it/s, loss=0.742, pair=0.002, adv=3.822, sprd=0.026]
Ep 058/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.50it/s, loss=0.740, pair=0.003, adv=3.819, sprd=0.026]
Ep 058/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.43it/s, loss=0.740, pair=0.003, adv=3.819, sprd=0.026]
Ep 058/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:30,  1.43it/s, loss=0.726, pair=0.001, adv=3.925, sprd=0.025]
Ep 058/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.50it/s, loss=0.726, pair=0.001, adv=3.925, sprd=0.025]
Ep 058/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.50it/s, loss=0.730, pair=0.007, adv=4.017, sprd=0.023]
Ep 058/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.42it/s, loss=0.730, pair=0.007, adv=4.017, sprd=0.023]
Ep 058/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.42it/s, loss=0.743, pair=0.001, adv=3.686, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.48it/s, loss=0.743, pair=0.001, adv=3.686, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.48it/s, loss=0.742, pair=0.002, adv=3.881, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.42it/s, loss=0.742, pair=0.002, adv=3.881, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.42it/s, loss=0.705, pair=0.005, adv=3.677, sprd=0.020]
Ep 058/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.50it/s, loss=0.705, pair=0.005, adv=3.677, sprd=0.020]
Ep 058/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:25,  1.50it/s, loss=0.728, pair=0.001, adv=3.867, sprd=0.022]
Ep 058/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.39it/s, loss=0.728, pair=0.001, adv=3.867, sprd=0.022]
Ep 058/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:27,  1.39it/s, loss=0.714, pair=0.006, adv=3.613, sprd=0.019]
Ep 058/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.46it/s, loss=0.714, pair=0.006, adv=3.613, sprd=0.019]
Ep 058/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.46it/s, loss=0.716, pair=0.003, adv=3.645, sprd=0.020]
Ep 058/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.42it/s, loss=0.716, pair=0.003, adv=3.645, sprd=0.020]
Ep 058/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.42it/s, loss=0.731, pair=0.003, adv=3.873, sprd=0.026]
Ep 058/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.50it/s, loss=0.731, pair=0.003, adv=3.873, sprd=0.026]
Ep 058/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.50it/s, loss=0.771, pair=0.007, adv=3.336, sprd=0.018]
Ep 058/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.45it/s, loss=0.771, pair=0.007, adv=3.336, sprd=0.018]
Ep 058/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:23,  1.45it/s, loss=0.739, pair=0.001, adv=3.956, sprd=0.028]
Ep 058/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.50it/s, loss=0.739, pair=0.001, adv=3.956, sprd=0.028]
Ep 058/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.50it/s, loss=0.740, pair=0.004, adv=4.104, sprd=0.026]
Ep 058/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.740, pair=0.004, adv=4.104, sprd=0.026]
Ep 058/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.44it/s, loss=0.717, pair=0.007, adv=3.798, sprd=0.018]
Ep 058/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.52it/s, loss=0.717, pair=0.007, adv=3.798, sprd=0.018]
Ep 058/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.52it/s, loss=0.733, pair=0.003, adv=3.827, sprd=0.026]
Ep 058/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.46it/s, loss=0.733, pair=0.003, adv=3.827, sprd=0.026]
Ep 058/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.46it/s, loss=0.723, pair=0.007, adv=3.988, sprd=0.023]
Ep 058/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.51it/s, loss=0.723, pair=0.007, adv=3.988, sprd=0.023]
Ep 058/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.51it/s, loss=0.709, pair=0.002, adv=3.721, sprd=0.017]
Ep 058/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.46it/s, loss=0.709, pair=0.002, adv=3.721, sprd=0.017]
Ep 058/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.46it/s, loss=0.720, pair=0.007, adv=3.944, sprd=0.022]
Ep 058/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.54it/s, loss=0.720, pair=0.007, adv=3.944, sprd=0.022]
Ep 058/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.54it/s, loss=0.726, pair=0.001, adv=4.305, sprd=0.022]
Ep 058/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.41it/s, loss=0.726, pair=0.001, adv=4.305, sprd=0.022]
Ep 058/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.41it/s, loss=0.713, pair=0.003, adv=4.405, sprd=0.021]
Ep 058/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.713, pair=0.003, adv=4.405, sprd=0.021]
Ep 058/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.49it/s, loss=0.728, pair=0.003, adv=3.591, sprd=0.025]
Ep 058/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.728, pair=0.003, adv=3.591, sprd=0.025]
Ep 058/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.717, pair=0.004, adv=4.124, sprd=0.022]
Ep 058/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.717, pair=0.004, adv=4.124, sprd=0.022]
Ep 058/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.745, pair=0.003, adv=3.699, sprd=0.028]
Ep 058/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.45it/s, loss=0.745, pair=0.003, adv=3.699, sprd=0.028]
Ep 058/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.45it/s, loss=0.735, pair=0.005, adv=3.757, sprd=0.026]
Ep 058/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.735, pair=0.005, adv=3.757, sprd=0.026]
Ep 058/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:13,  1.51it/s, loss=0.813, pair=0.007, adv=3.585, sprd=0.027]
Ep 058/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.40it/s, loss=0.813, pair=0.007, adv=3.585, sprd=0.027]
Ep 058/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.40it/s, loss=0.725, pair=0.000, adv=3.885, sprd=0.021]
Ep 058/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.725, pair=0.000, adv=3.885, sprd=0.021]
Ep 058/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.48it/s, loss=0.732, pair=0.000, adv=3.917, sprd=0.028]
Ep 058/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.732, pair=0.000, adv=3.917, sprd=0.028]
Ep 058/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.745, pair=0.003, adv=3.412, sprd=0.027]
Ep 058/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.745, pair=0.003, adv=3.412, sprd=0.027]
Ep 058/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.714, pair=0.000, adv=3.502, sprd=0.019]
Ep 058/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:10,  1.46it/s, loss=0.714, pair=0.000, adv=3.502, sprd=0.019]
Ep 058/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:10,  1.46it/s, loss=0.723, pair=0.000, adv=3.833, sprd=0.024]
Ep 058/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.52it/s, loss=0.723, pair=0.000, adv=3.833, sprd=0.024]
Ep 058/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:09,  1.52it/s, loss=0.733, pair=0.001, adv=3.864, sprd=0.025]
Ep 058/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:10,  1.40it/s, loss=0.733, pair=0.001, adv=3.864, sprd=0.025]
Ep 058/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:10,  1.40it/s, loss=0.719, pair=0.001, adv=3.790, sprd=0.023]
Ep 058/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.47it/s, loss=0.719, pair=0.001, adv=3.790, sprd=0.023]
Ep 058/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.697, pair=0.001, adv=3.884, sprd=0.016]
Ep 058/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.38it/s, loss=0.697, pair=0.001, adv=3.884, sprd=0.016]
Ep 058/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.38it/s, loss=0.732, pair=0.000, adv=3.583, sprd=0.025]
Ep 058/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.46it/s, loss=0.732, pair=0.000, adv=3.583, sprd=0.025]
Ep 058/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.46it/s, loss=0.701, pair=0.000, adv=3.386, sprd=0.018]
Ep 058/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.43it/s, loss=0.701, pair=0.000, adv=3.386, sprd=0.018]
Ep 058/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.747, pair=0.005, adv=3.681, sprd=0.029]
Ep 058/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.47it/s, loss=0.747, pair=0.005, adv=3.681, sprd=0.029]
Ep 058/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.738, pair=0.003, adv=3.992, sprd=0.027]
Ep 058/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.738, pair=0.003, adv=3.992, sprd=0.027]
Ep 058/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.744, pair=0.003, adv=3.920, sprd=0.027]
Ep 058/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.47it/s, loss=0.744, pair=0.003, adv=3.920, sprd=0.027]
Ep 058/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.47it/s, loss=0.719, pair=0.001, adv=3.821, sprd=0.020]
Ep 058/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.719, pair=0.001, adv=3.821, sprd=0.020]
Ep 058/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.711, pair=0.001, adv=3.832, sprd=0.020]
Ep 058/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.711, pair=0.001, adv=3.832, sprd=0.020]
Ep 058/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.713, pair=0.002, adv=3.716, sprd=0.020]
Ep 058/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.47it/s, loss=0.713, pair=0.002, adv=3.716, sprd=0.020]
Ep 058/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.47it/s, loss=0.696, pair=0.004, adv=3.514, sprd=0.018]
Ep 058/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.54it/s, loss=0.696, pair=0.004, adv=3.514, sprd=0.018]
Ep 058/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:01,  1.54it/s, loss=0.719, pair=0.002, adv=3.536, sprd=0.024]
Ep 058/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.48it/s, loss=0.719, pair=0.002, adv=3.536, sprd=0.024]
Ep 058/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.48it/s, loss=0.734, pair=0.008, adv=3.596, sprd=0.027]
Ep 058/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.734, pair=0.008, adv=3.596, sprd=0.027]
Ep 058/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.711, pair=0.007, adv=3.622, sprd=0.020]
Ep 058/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.46it/s, loss=0.711, pair=0.007, adv=3.622, sprd=0.020]
                                                                                                              
Epoch 058/60 [S3:+sens]  loss=0.7291  mat=0.2376  sens=1.0126  pair=0.0025  adv=3.8605(rand=3.37)  deg=0.0090  orth=0.0005  spread=0.0231  q_mean=49.4  q_std=15.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=5.58e-06  230s

Ep 059/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 059/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.735, pair=0.008, adv=3.908, sprd=0.024]
Ep 059/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:37,  1.20s/it, loss=0.735, pair=0.008, adv=3.908, sprd=0.024]
Ep 059/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:37,  1.20s/it, loss=0.695, pair=0.002, adv=3.494, sprd=0.015]
Ep 059/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:35,  1.20it/s, loss=0.695, pair=0.002, adv=3.494, sprd=0.015]
Ep 059/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:35,  1.20it/s, loss=0.736, pair=0.003, adv=4.239, sprd=0.025]
Ep 059/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:33,  1.21it/s, loss=0.736, pair=0.003, adv=4.239, sprd=0.025]
Ep 059/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:33,  1.21it/s, loss=0.707, pair=0.009, adv=3.805, sprd=0.018]
Ep 059/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.707, pair=0.009, adv=3.805, sprd=0.018]
Ep 059/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.717, pair=0.001, adv=4.031, sprd=0.022]
Ep 059/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:02,  1.35it/s, loss=0.717, pair=0.001, adv=4.031, sprd=0.022]
Ep 059/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:02,  1.35it/s, loss=0.730, pair=0.001, adv=4.310, sprd=0.024]
Ep 059/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:45,  1.45it/s, loss=0.730, pair=0.001, adv=4.310, sprd=0.024]
Ep 059/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:45,  1.45it/s, loss=0.719, pair=0.004, adv=3.546, sprd=0.022]
Ep 059/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:52,  1.40it/s, loss=0.719, pair=0.004, adv=3.546, sprd=0.022]
Ep 059/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:52,  1.40it/s, loss=0.726, pair=0.001, adv=3.928, sprd=0.022]
Ep 059/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:42,  1.46it/s, loss=0.726, pair=0.001, adv=3.928, sprd=0.022]
Ep 059/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.749, pair=0.000, adv=3.834, sprd=0.030]
Ep 059/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:50,  1.40it/s, loss=0.749, pair=0.000, adv=3.834, sprd=0.030]
Ep 059/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:50,  1.40it/s, loss=0.725, pair=0.000, adv=3.793, sprd=0.024]
Ep 059/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.47it/s, loss=0.725, pair=0.000, adv=3.793, sprd=0.024]
Ep 059/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:40,  1.47it/s, loss=0.718, pair=0.001, adv=3.790, sprd=0.019]
Ep 059/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:53,  1.38it/s, loss=0.718, pair=0.001, adv=3.790, sprd=0.019]
Ep 059/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:53,  1.38it/s, loss=0.730, pair=0.000, adv=3.958, sprd=0.024]
Ep 059/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:41,  1.45it/s, loss=0.730, pair=0.000, adv=3.958, sprd=0.024]
Ep 059/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:41,  1.45it/s, loss=0.744, pair=0.003, adv=3.830, sprd=0.026]
Ep 059/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.41it/s, loss=0.744, pair=0.003, adv=3.830, sprd=0.026]
Ep 059/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:46,  1.41it/s, loss=0.722, pair=0.007, adv=3.664, sprd=0.024]
Ep 059/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:33,  1.49it/s, loss=0.722, pair=0.007, adv=3.664, sprd=0.024]
Ep 059/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:33,  1.49it/s, loss=0.720, pair=0.002, adv=3.813, sprd=0.022]
Ep 059/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:40,  1.44it/s, loss=0.720, pair=0.002, adv=3.813, sprd=0.022]
Ep 059/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:40,  1.44it/s, loss=0.712, pair=0.005, adv=3.695, sprd=0.017]
Ep 059/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:25,  1.54it/s, loss=0.712, pair=0.005, adv=3.695, sprd=0.017]
Ep 059/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:25,  1.54it/s, loss=0.719, pair=0.003, adv=3.381, sprd=0.020]
Ep 059/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.45it/s, loss=0.719, pair=0.003, adv=3.381, sprd=0.020]
Ep 059/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.45it/s, loss=0.724, pair=0.004, adv=3.987, sprd=0.022]
Ep 059/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:26,  1.52it/s, loss=0.724, pair=0.004, adv=3.987, sprd=0.022]
Ep 059/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:26,  1.52it/s, loss=0.719, pair=0.006, adv=4.334, sprd=0.020]
Ep 059/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:34,  1.47it/s, loss=0.719, pair=0.006, adv=4.334, sprd=0.020]
Ep 059/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:34,  1.47it/s, loss=0.724, pair=0.000, adv=3.936, sprd=0.022]
Ep 059/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:26,  1.51it/s, loss=0.724, pair=0.000, adv=3.936, sprd=0.022]
Ep 059/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:26,  1.51it/s, loss=0.744, pair=0.000, adv=3.889, sprd=0.028]
Ep 059/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:37,  1.43it/s, loss=0.744, pair=0.000, adv=3.889, sprd=0.028]
Ep 059/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.711, pair=0.000, adv=3.601, sprd=0.018]
Ep 059/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:27,  1.50it/s, loss=0.711, pair=0.000, adv=3.601, sprd=0.018]
Ep 059/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:27,  1.50it/s, loss=0.718, pair=0.000, adv=3.623, sprd=0.021]
Ep 059/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:43,  1.39it/s, loss=0.718, pair=0.000, adv=3.623, sprd=0.021]
Ep 059/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:43,  1.39it/s, loss=0.692, pair=0.001, adv=3.683, sprd=0.015]
Ep 059/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.692, pair=0.001, adv=3.683, sprd=0.015]
Ep 059/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.720, pair=0.000, adv=4.158, sprd=0.020]
Ep 059/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:42,  1.38it/s, loss=0.720, pair=0.000, adv=4.158, sprd=0.020]
Ep 059/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:42,  1.38it/s, loss=0.736, pair=0.001, adv=3.875, sprd=0.026]
Ep 059/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:32,  1.44it/s, loss=0.736, pair=0.001, adv=3.875, sprd=0.026]
Ep 059/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:32,  1.44it/s, loss=0.738, pair=0.000, adv=3.693, sprd=0.025]
Ep 059/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:47,  1.35it/s, loss=0.738, pair=0.000, adv=3.693, sprd=0.025]
Ep 059/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:47,  1.35it/s, loss=0.725, pair=0.004, adv=3.704, sprd=0.025]
Ep 059/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:30,  1.45it/s, loss=0.725, pair=0.004, adv=3.704, sprd=0.025]
Ep 059/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:30,  1.45it/s, loss=0.729, pair=0.000, adv=4.093, sprd=0.022]
Ep 059/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:45,  1.35it/s, loss=0.729, pair=0.000, adv=4.093, sprd=0.022]
Ep 059/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:45,  1.35it/s, loss=0.721, pair=0.002, adv=4.082, sprd=0.022]
Ep 059/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:28,  1.45it/s, loss=0.721, pair=0.002, adv=4.082, sprd=0.022]
Ep 059/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:28,  1.45it/s, loss=0.719, pair=0.001, adv=4.082, sprd=0.023]
Ep 059/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:33,  1.41it/s, loss=0.719, pair=0.001, adv=4.082, sprd=0.023]
Ep 059/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:33,  1.41it/s, loss=0.727, pair=0.000, adv=4.022, sprd=0.024]
Ep 059/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:22,  1.49it/s, loss=0.727, pair=0.000, adv=4.022, sprd=0.024]
Ep 059/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:22,  1.49it/s, loss=0.716, pair=0.000, adv=3.936, sprd=0.019]
Ep 059/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.716, pair=0.000, adv=3.936, sprd=0.019]
Ep 059/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.727, pair=0.000, adv=4.060, sprd=0.024]
Ep 059/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.51it/s, loss=0.727, pair=0.000, adv=4.060, sprd=0.024]
Ep 059/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.51it/s, loss=0.694, pair=0.001, adv=3.402, sprd=0.016]
Ep 059/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:24,  1.46it/s, loss=0.694, pair=0.001, adv=3.402, sprd=0.016]
Ep 059/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:24,  1.46it/s, loss=0.716, pair=0.002, adv=3.766, sprd=0.020]
Ep 059/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:16,  1.51it/s, loss=0.716, pair=0.002, adv=3.766, sprd=0.020]
Ep 059/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:16,  1.51it/s, loss=0.721, pair=0.002, adv=3.992, sprd=0.023]
Ep 059/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:21,  1.47it/s, loss=0.721, pair=0.002, adv=3.992, sprd=0.023]
Ep 059/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:21,  1.47it/s, loss=0.709, pair=0.000, adv=3.883, sprd=0.022]
Ep 059/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:12,  1.53it/s, loss=0.709, pair=0.000, adv=3.883, sprd=0.022]
Ep 059/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:12,  1.53it/s, loss=0.726, pair=0.001, adv=3.726, sprd=0.024]
Ep 059/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.726, pair=0.001, adv=3.726, sprd=0.024]
Ep 059/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.728, pair=0.000, adv=3.785, sprd=0.025]
Ep 059/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.728, pair=0.000, adv=3.785, sprd=0.025]
Ep 059/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.725, pair=0.001, adv=4.051, sprd=0.023]
Ep 059/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:25,  1.42it/s, loss=0.725, pair=0.001, adv=4.051, sprd=0.023]
Ep 059/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:25,  1.42it/s, loss=0.725, pair=0.000, adv=4.071, sprd=0.024]
Ep 059/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.725, pair=0.000, adv=4.071, sprd=0.024]
Ep 059/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:14,  1.49it/s, loss=0.757, pair=0.001, adv=3.837, sprd=0.030]
Ep 059/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.757, pair=0.001, adv=3.837, sprd=0.030]
Ep 059/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.733, pair=0.001, adv=4.217, sprd=0.028]
Ep 059/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:17,  1.46it/s, loss=0.733, pair=0.001, adv=4.217, sprd=0.028]
Ep 059/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:17,  1.46it/s, loss=0.726, pair=0.002, adv=3.604, sprd=0.023]
Ep 059/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.44it/s, loss=0.726, pair=0.002, adv=3.604, sprd=0.023]
Ep 059/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:20,  1.44it/s, loss=0.747, pair=0.001, adv=3.880, sprd=0.030]
Ep 059/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.747, pair=0.001, adv=3.880, sprd=0.030]
Ep 059/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.734, pair=0.000, adv=3.943, sprd=0.024]
Ep 059/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:29,  1.37it/s, loss=0.734, pair=0.000, adv=3.943, sprd=0.024]
Ep 059/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:29,  1.37it/s, loss=0.705, pair=0.000, adv=3.987, sprd=0.020]
Ep 059/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:15,  1.46it/s, loss=0.705, pair=0.000, adv=3.987, sprd=0.020]
Ep 059/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:15,  1.46it/s, loss=0.711, pair=0.002, adv=3.685, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.711, pair=0.002, adv=3.685, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.715, pair=0.006, adv=3.797, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.715, pair=0.006, adv=3.797, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.710, pair=0.001, adv=4.094, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:12,  1.46it/s, loss=0.710, pair=0.001, adv=4.094, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:12,  1.46it/s, loss=0.722, pair=0.000, adv=3.766, sprd=0.023]
Ep 059/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.722, pair=0.000, adv=3.766, sprd=0.023]
Ep 059/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.704, pair=0.000, adv=4.021, sprd=0.019]
Ep 059/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:15,  1.43it/s, loss=0.704, pair=0.000, adv=4.021, sprd=0.019]
Ep 059/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:15,  1.43it/s, loss=0.724, pair=0.000, adv=3.770, sprd=0.024]
Ep 059/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:07,  1.49it/s, loss=0.724, pair=0.000, adv=3.770, sprd=0.024]
Ep 059/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:07,  1.49it/s, loss=0.716, pair=0.000, adv=3.764, sprd=0.022]
Ep 059/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:14,  1.43it/s, loss=0.716, pair=0.000, adv=3.764, sprd=0.022]
Ep 059/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:14,  1.43it/s, loss=0.738, pair=0.000, adv=3.968, sprd=0.025]
Ep 059/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:06,  1.48it/s, loss=0.738, pair=0.000, adv=3.968, sprd=0.025]
Ep 059/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:06,  1.48it/s, loss=0.722, pair=0.002, adv=3.762, sprd=0.023]
Ep 059/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.722, pair=0.002, adv=3.762, sprd=0.023]
Ep 059/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:12,  1.43it/s, loss=0.734, pair=0.000, adv=4.148, sprd=0.027]
Ep 059/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.734, pair=0.000, adv=4.148, sprd=0.027]
Ep 059/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:04,  1.49it/s, loss=0.731, pair=0.001, adv=3.391, sprd=0.025]
Ep 059/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:12,  1.43it/s, loss=0.731, pair=0.001, adv=3.391, sprd=0.025]
Ep 059/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:12,  1.43it/s, loss=0.720, pair=0.000, adv=3.754, sprd=0.021]
Ep 059/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:02,  1.50it/s, loss=0.720, pair=0.000, adv=3.754, sprd=0.021]
Ep 059/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:02,  1.50it/s, loss=0.718, pair=0.003, adv=4.046, sprd=0.022]
Ep 059/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.46it/s, loss=0.718, pair=0.003, adv=4.046, sprd=0.022]
Ep 059/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.46it/s, loss=0.736, pair=0.000, adv=3.782, sprd=0.026]
Ep 059/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:59,  1.51it/s, loss=0.736, pair=0.000, adv=3.782, sprd=0.026]
Ep 059/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:59,  1.51it/s, loss=0.792, pair=0.002, adv=3.855, sprd=0.022]
Ep 059/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:05,  1.46it/s, loss=0.792, pair=0.002, adv=3.855, sprd=0.022]
Ep 059/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:05,  1.46it/s, loss=0.729, pair=0.000, adv=3.800, sprd=0.026]
Ep 059/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.729, pair=0.000, adv=3.800, sprd=0.026]
Ep 059/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:58,  1.51it/s, loss=0.704, pair=0.000, adv=4.054, sprd=0.020]
Ep 059/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:05,  1.44it/s, loss=0.704, pair=0.000, adv=4.054, sprd=0.020]
Ep 059/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:05,  1.44it/s, loss=0.752, pair=0.002, adv=3.748, sprd=0.030]
Ep 059/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:01,  1.48it/s, loss=0.752, pair=0.002, adv=3.748, sprd=0.030]
Ep 059/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:01,  1.48it/s, loss=0.712, pair=0.000, adv=3.632, sprd=0.021]
Ep 059/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:06,  1.43it/s, loss=0.712, pair=0.000, adv=3.632, sprd=0.021]
Ep 059/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:06,  1.43it/s, loss=0.721, pair=0.000, adv=3.966, sprd=0.024]
Ep 059/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.48it/s, loss=0.721, pair=0.000, adv=3.966, sprd=0.024]
Ep 059/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.48it/s, loss=0.742, pair=0.000, adv=4.006, sprd=0.026]
Ep 059/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:11,  1.38it/s, loss=0.742, pair=0.000, adv=4.006, sprd=0.026]
Ep 059/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:11,  1.38it/s, loss=0.710, pair=0.005, adv=3.829, sprd=0.018]
Ep 059/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:57,  1.48it/s, loss=0.710, pair=0.005, adv=3.829, sprd=0.018]
Ep 059/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:57,  1.48it/s, loss=0.793, pair=0.003, adv=3.797, sprd=0.023]
Ep 059/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:01,  1.44it/s, loss=0.793, pair=0.003, adv=3.797, sprd=0.023]
Ep 059/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:01,  1.44it/s, loss=0.720, pair=0.001, adv=3.976, sprd=0.023]
Ep 059/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:52,  1.52it/s, loss=0.720, pair=0.001, adv=3.976, sprd=0.023]
Ep 059/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:52,  1.52it/s, loss=0.710, pair=0.003, adv=3.810, sprd=0.020]
Ep 059/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.43it/s, loss=0.710, pair=0.003, adv=3.810, sprd=0.020]
Ep 059/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.43it/s, loss=0.744, pair=0.001, adv=3.792, sprd=0.025]
Ep 059/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:55,  1.48it/s, loss=0.744, pair=0.001, adv=3.792, sprd=0.025]
Ep 059/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:55,  1.48it/s, loss=0.716, pair=0.001, adv=4.061, sprd=0.018]
Ep 059/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:59,  1.44it/s, loss=0.716, pair=0.001, adv=4.061, sprd=0.018]
Ep 059/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.736, pair=0.001, adv=3.761, sprd=0.028]
Ep 059/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:53,  1.48it/s, loss=0.736, pair=0.001, adv=3.761, sprd=0.028]
Ep 059/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:53,  1.48it/s, loss=0.730, pair=0.000, adv=3.957, sprd=0.024]
Ep 059/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.730, pair=0.000, adv=3.957, sprd=0.024]
Ep 059/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.723, pair=0.000, adv=3.720, sprd=0.022]
Ep 059/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:52,  1.47it/s, loss=0.723, pair=0.000, adv=3.720, sprd=0.022]
Ep 059/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:52,  1.47it/s, loss=0.718, pair=0.000, adv=3.719, sprd=0.020]
Ep 059/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:59,  1.42it/s, loss=0.718, pair=0.000, adv=3.719, sprd=0.020]
Ep 059/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.42it/s, loss=0.714, pair=0.000, adv=3.885, sprd=0.021]
Ep 059/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:50,  1.49it/s, loss=0.714, pair=0.000, adv=3.885, sprd=0.021]
Ep 059/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:50,  1.49it/s, loss=0.738, pair=0.004, adv=3.910, sprd=0.026]
Ep 059/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.738, pair=0.004, adv=3.910, sprd=0.026]
Ep 059/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.745, pair=0.004, adv=4.036, sprd=0.026]
Ep 059/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:50,  1.47it/s, loss=0.745, pair=0.004, adv=4.036, sprd=0.026]
Ep 059/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:50,  1.47it/s, loss=0.734, pair=0.002, adv=3.781, sprd=0.024]
Ep 059/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<03:03,  1.36it/s, loss=0.734, pair=0.002, adv=3.781, sprd=0.024]
Ep 059/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<03:03,  1.36it/s, loss=0.712, pair=0.000, adv=4.102, sprd=0.021]
Ep 059/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:51,  1.45it/s, loss=0.712, pair=0.000, adv=4.102, sprd=0.021]
Ep 059/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:51,  1.45it/s, loss=0.717, pair=0.000, adv=3.896, sprd=0.023]
Ep 059/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.717, pair=0.000, adv=3.896, sprd=0.023]
Ep 059/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:54,  1.42it/s, loss=0.742, pair=0.003, adv=4.060, sprd=0.027]
Ep 059/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:47,  1.48it/s, loss=0.742, pair=0.003, adv=4.060, sprd=0.027]
Ep 059/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:47,  1.48it/s, loss=0.736, pair=0.006, adv=3.508, sprd=0.024]
Ep 059/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:53,  1.41it/s, loss=0.736, pair=0.006, adv=3.508, sprd=0.024]
Ep 059/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:53,  1.41it/s, loss=0.736, pair=0.002, adv=3.803, sprd=0.024]
Ep 059/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:46,  1.47it/s, loss=0.736, pair=0.002, adv=3.803, sprd=0.024]
Ep 059/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:46,  1.47it/s, loss=0.737, pair=0.001, adv=4.144, sprd=0.025]
Ep 059/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.41it/s, loss=0.737, pair=0.001, adv=4.144, sprd=0.025]
Ep 059/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:52,  1.41it/s, loss=0.716, pair=0.002, adv=3.922, sprd=0.019]
Ep 059/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.716, pair=0.002, adv=3.922, sprd=0.019]
Ep 059/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:43,  1.49it/s, loss=0.730, pair=0.007, adv=3.803, sprd=0.023]
Ep 059/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.37it/s, loss=0.730, pair=0.007, adv=3.803, sprd=0.023]
Ep 059/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.37it/s, loss=0.726, pair=0.006, adv=3.778, sprd=0.021]
Ep 059/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:47,  1.44it/s, loss=0.726, pair=0.006, adv=3.778, sprd=0.021]
Ep 059/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:47,  1.44it/s, loss=0.734, pair=0.005, adv=3.624, sprd=0.025]
Ep 059/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:53,  1.38it/s, loss=0.734, pair=0.005, adv=3.624, sprd=0.025]
Ep 059/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:53,  1.38it/s, loss=0.730, pair=0.011, adv=4.082, sprd=0.023]
Ep 059/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:43,  1.46it/s, loss=0.730, pair=0.011, adv=4.082, sprd=0.023]
Ep 059/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:43,  1.46it/s, loss=0.701, pair=0.002, adv=3.703, sprd=0.016]
Ep 059/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:49,  1.41it/s, loss=0.701, pair=0.002, adv=3.703, sprd=0.016]
Ep 059/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:49,  1.41it/s, loss=0.734, pair=0.005, adv=3.811, sprd=0.025]
Ep 059/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.47it/s, loss=0.734, pair=0.005, adv=3.811, sprd=0.025]
Ep 059/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:41,  1.47it/s, loss=0.707, pair=0.001, adv=3.746, sprd=0.018]
Ep 059/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.42it/s, loss=0.707, pair=0.001, adv=3.746, sprd=0.018]
Ep 059/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.42it/s, loss=0.711, pair=0.000, adv=3.771, sprd=0.020]
Ep 059/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.711, pair=0.000, adv=3.771, sprd=0.020]
Ep 059/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:35,  1.51it/s, loss=0.737, pair=0.008, adv=3.867, sprd=0.024]
Ep 059/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.737, pair=0.008, adv=3.867, sprd=0.024]
Ep 059/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:43,  1.43it/s, loss=0.713, pair=0.007, adv=3.498, sprd=0.018]
Ep 059/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:35,  1.50it/s, loss=0.713, pair=0.007, adv=3.498, sprd=0.018]
Ep 059/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:35,  1.50it/s, loss=0.746, pair=0.002, adv=4.047, sprd=0.028]
Ep 059/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:44,  1.41it/s, loss=0.746, pair=0.002, adv=4.047, sprd=0.028]
Ep 059/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:44,  1.41it/s, loss=0.711, pair=0.009, adv=3.669, sprd=0.020]
Ep 059/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:35,  1.48it/s, loss=0.711, pair=0.009, adv=3.669, sprd=0.020]
Ep 059/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:35,  1.48it/s, loss=0.718, pair=0.003, adv=3.900, sprd=0.021]
Ep 059/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.718, pair=0.003, adv=3.900, sprd=0.021]
Ep 059/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:38,  1.45it/s, loss=0.730, pair=0.003, adv=3.718, sprd=0.024]
Ep 059/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.50it/s, loss=0.730, pair=0.003, adv=3.718, sprd=0.024]
Ep 059/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.50it/s, loss=0.738, pair=0.008, adv=3.824, sprd=0.026]
Ep 059/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.738, pair=0.008, adv=3.824, sprd=0.026]
Ep 059/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:41,  1.41it/s, loss=0.724, pair=0.004, adv=3.781, sprd=0.023]
Ep 059/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:34,  1.47it/s, loss=0.724, pair=0.004, adv=3.781, sprd=0.023]
Ep 059/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:34,  1.47it/s, loss=0.724, pair=0.001, adv=3.894, sprd=0.023]
Ep 059/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.42it/s, loss=0.724, pair=0.001, adv=3.894, sprd=0.023]
Ep 059/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.42it/s, loss=0.700, pair=0.003, adv=3.695, sprd=0.016]
Ep 059/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.51it/s, loss=0.700, pair=0.003, adv=3.695, sprd=0.016]
Ep 059/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:28,  1.51it/s, loss=0.759, pair=0.006, adv=4.063, sprd=0.030]
Ep 059/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:35,  1.44it/s, loss=0.759, pair=0.006, adv=4.063, sprd=0.030]
Ep 059/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:35,  1.44it/s, loss=0.738, pair=0.007, adv=3.802, sprd=0.026]
Ep 059/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:29,  1.49it/s, loss=0.738, pair=0.007, adv=3.802, sprd=0.026]
Ep 059/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:29,  1.49it/s, loss=0.723, pair=0.006, adv=3.844, sprd=0.021]
Ep 059/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.43it/s, loss=0.723, pair=0.006, adv=3.844, sprd=0.021]
Ep 059/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.709, pair=0.000, adv=3.663, sprd=0.019]
Ep 059/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.50it/s, loss=0.709, pair=0.000, adv=3.663, sprd=0.019]
Ep 059/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:26,  1.50it/s, loss=0.723, pair=0.003, adv=4.104, sprd=0.025]
Ep 059/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.42it/s, loss=0.723, pair=0.003, adv=4.104, sprd=0.025]
Ep 059/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.42it/s, loss=0.711, pair=0.000, adv=3.450, sprd=0.019]
Ep 059/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.51it/s, loss=0.711, pair=0.000, adv=3.450, sprd=0.019]
Ep 059/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.51it/s, loss=0.729, pair=0.009, adv=3.762, sprd=0.024]
Ep 059/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.729, pair=0.009, adv=3.762, sprd=0.024]
Ep 059/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:29,  1.46it/s, loss=0.716, pair=0.000, adv=4.017, sprd=0.021]
Ep 059/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:21,  1.54it/s, loss=0.716, pair=0.000, adv=4.017, sprd=0.021]
Ep 059/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:21,  1.54it/s, loss=0.726, pair=0.006, adv=3.788, sprd=0.021]
Ep 059/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:28,  1.45it/s, loss=0.726, pair=0.006, adv=3.788, sprd=0.021]
Ep 059/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:28,  1.45it/s, loss=0.721, pair=0.008, adv=3.521, sprd=0.024]
Ep 059/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:21,  1.52it/s, loss=0.721, pair=0.008, adv=3.521, sprd=0.024]
Ep 059/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:21,  1.52it/s, loss=0.738, pair=0.005, adv=3.773, sprd=0.024]
Ep 059/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.738, pair=0.005, adv=3.773, sprd=0.024]
Ep 059/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.724, pair=0.004, adv=3.756, sprd=0.023]
Ep 059/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.49it/s, loss=0.724, pair=0.004, adv=3.756, sprd=0.023]
Ep 059/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.49it/s, loss=0.701, pair=0.000, adv=3.890, sprd=0.016]
Ep 059/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:24,  1.46it/s, loss=0.701, pair=0.000, adv=3.890, sprd=0.016]
Ep 059/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:24,  1.46it/s, loss=0.713, pair=0.001, adv=4.012, sprd=0.022]
Ep 059/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:19,  1.51it/s, loss=0.713, pair=0.001, adv=4.012, sprd=0.022]
Ep 059/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:19,  1.51it/s, loss=0.720, pair=0.004, adv=3.984, sprd=0.021]
Ep 059/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:29,  1.40it/s, loss=0.720, pair=0.004, adv=3.984, sprd=0.021]
Ep 059/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:29,  1.40it/s, loss=0.736, pair=0.007, adv=3.642, sprd=0.026]
Ep 059/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:22,  1.47it/s, loss=0.736, pair=0.007, adv=3.642, sprd=0.026]
Ep 059/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:22,  1.47it/s, loss=0.709, pair=0.000, adv=3.806, sprd=0.018]
Ep 059/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.709, pair=0.000, adv=3.806, sprd=0.018]
Ep 059/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.731, pair=0.008, adv=3.888, sprd=0.026]
Ep 059/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.51it/s, loss=0.731, pair=0.008, adv=3.888, sprd=0.026]
Ep 059/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.51it/s, loss=0.731, pair=0.004, adv=4.033, sprd=0.025]
Ep 059/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.45it/s, loss=0.731, pair=0.004, adv=4.033, sprd=0.025]
Ep 059/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:22,  1.45it/s, loss=0.726, pair=0.007, adv=3.689, sprd=0.022]
Ep 059/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.50it/s, loss=0.726, pair=0.007, adv=3.689, sprd=0.022]
Ep 059/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:17,  1.50it/s, loss=0.762, pair=0.005, adv=3.876, sprd=0.028]
Ep 059/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:29,  1.37it/s, loss=0.762, pair=0.005, adv=3.876, sprd=0.028]
Ep 059/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:29,  1.37it/s, loss=0.710, pair=0.004, adv=3.734, sprd=0.021]
Ep 059/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:20,  1.45it/s, loss=0.710, pair=0.004, adv=3.734, sprd=0.021]
Ep 059/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:20,  1.45it/s, loss=0.706, pair=0.003, adv=3.745, sprd=0.019]
Ep 059/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.41it/s, loss=0.706, pair=0.003, adv=3.745, sprd=0.019]
Ep 059/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:23,  1.41it/s, loss=0.727, pair=0.001, adv=3.884, sprd=0.025]
Ep 059/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.727, pair=0.001, adv=3.884, sprd=0.025]
Ep 059/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.709, pair=0.000, adv=3.746, sprd=0.021]
Ep 059/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.709, pair=0.000, adv=3.746, sprd=0.021]
Ep 059/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:19,  1.43it/s, loss=0.723, pair=0.007, adv=3.783, sprd=0.022]
Ep 059/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.50it/s, loss=0.723, pair=0.007, adv=3.783, sprd=0.022]
Ep 059/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:13,  1.50it/s, loss=0.721, pair=0.000, adv=4.118, sprd=0.022]
Ep 059/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.721, pair=0.000, adv=4.118, sprd=0.022]
Ep 059/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.710, pair=0.004, adv=3.983, sprd=0.021]
Ep 059/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:12,  1.49it/s, loss=0.710, pair=0.004, adv=3.983, sprd=0.021]
Ep 059/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.49it/s, loss=0.727, pair=0.002, adv=3.815, sprd=0.023]
Ep 059/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.43it/s, loss=0.727, pair=0.002, adv=3.815, sprd=0.023]
Ep 059/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:17,  1.43it/s, loss=0.736, pair=0.011, adv=3.792, sprd=0.024]
Ep 059/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.736, pair=0.011, adv=3.792, sprd=0.024]
Ep 059/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:10,  1.49it/s, loss=0.719, pair=0.002, adv=4.107, sprd=0.020]
Ep 059/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:16,  1.42it/s, loss=0.719, pair=0.002, adv=4.107, sprd=0.020]
Ep 059/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:16,  1.42it/s, loss=0.728, pair=0.005, adv=3.802, sprd=0.025]
Ep 059/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:10,  1.48it/s, loss=0.728, pair=0.005, adv=3.802, sprd=0.025]
Ep 059/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:10,  1.48it/s, loss=0.783, pair=0.003, adv=3.785, sprd=0.017]
Ep 059/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.42it/s, loss=0.783, pair=0.003, adv=3.785, sprd=0.017]
Ep 059/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:15,  1.42it/s, loss=0.729, pair=0.005, adv=4.037, sprd=0.025]
Ep 059/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.48it/s, loss=0.729, pair=0.005, adv=4.037, sprd=0.025]
Ep 059/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.48it/s, loss=0.714, pair=0.001, adv=3.625, sprd=0.020]
Ep 059/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:14,  1.41it/s, loss=0.714, pair=0.001, adv=3.625, sprd=0.020]
Ep 059/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.738, pair=0.004, adv=3.718, sprd=0.025]
Ep 059/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:08,  1.47it/s, loss=0.738, pair=0.004, adv=3.718, sprd=0.025]
Ep 059/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:08,  1.47it/s, loss=0.720, pair=0.002, adv=3.971, sprd=0.023]
Ep 059/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.720, pair=0.002, adv=3.971, sprd=0.023]
Ep 059/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.715, pair=0.001, adv=3.833, sprd=0.021]
Ep 059/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.51it/s, loss=0.715, pair=0.001, adv=3.833, sprd=0.021]
Ep 059/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:04,  1.51it/s, loss=0.722, pair=0.001, adv=3.731, sprd=0.023]
Ep 059/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.722, pair=0.001, adv=3.731, sprd=0.023]
Ep 059/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:09,  1.43it/s, loss=0.724, pair=0.001, adv=3.650, sprd=0.024]
Ep 059/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.724, pair=0.001, adv=3.650, sprd=0.024]
Ep 059/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.716, pair=0.001, adv=3.695, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:10,  1.41it/s, loss=0.716, pair=0.001, adv=3.695, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:10,  1.41it/s, loss=0.719, pair=0.001, adv=4.049, sprd=0.022]
Ep 059/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.49it/s, loss=0.719, pair=0.001, adv=4.049, sprd=0.022]
Ep 059/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:03,  1.49it/s, loss=0.789, pair=0.001, adv=3.592, sprd=0.022]
Ep 059/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.789, pair=0.001, adv=3.592, sprd=0.022]
Ep 059/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.715, pair=0.004, adv=3.875, sprd=0.021]
Ep 059/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:58,  1.53it/s, loss=0.715, pair=0.004, adv=3.875, sprd=0.021]
Ep 059/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<01:58,  1.53it/s, loss=0.711, pair=0.004, adv=3.887, sprd=0.019]
Ep 059/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.45it/s, loss=0.711, pair=0.004, adv=3.887, sprd=0.019]
Ep 059/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:04,  1.45it/s, loss=0.721, pair=0.006, adv=3.897, sprd=0.022]
Ep 059/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:58,  1.52it/s, loss=0.721, pair=0.006, adv=3.897, sprd=0.022]
Ep 059/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:58,  1.52it/s, loss=0.724, pair=0.001, adv=3.873, sprd=0.023]
Ep 059/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:04,  1.43it/s, loss=0.724, pair=0.001, adv=3.873, sprd=0.023]
Ep 059/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.719, pair=0.001, adv=3.910, sprd=0.022]
Ep 059/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.50it/s, loss=0.719, pair=0.001, adv=3.910, sprd=0.022]
Ep 059/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:58,  1.50it/s, loss=0.742, pair=0.008, adv=3.717, sprd=0.026]
Ep 059/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:05,  1.41it/s, loss=0.742, pair=0.008, adv=3.717, sprd=0.026]
Ep 059/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:05,  1.41it/s, loss=0.707, pair=0.008, adv=3.979, sprd=0.020]
Ep 059/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:57,  1.49it/s, loss=0.707, pair=0.008, adv=3.979, sprd=0.020]
Ep 059/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.715, pair=0.000, adv=3.763, sprd=0.020]
Ep 059/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.715, pair=0.000, adv=3.763, sprd=0.020]
Ep 059/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:02,  1.42it/s, loss=0.716, pair=0.001, adv=3.598, sprd=0.020]
Ep 059/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.716, pair=0.001, adv=3.598, sprd=0.020]
Ep 059/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:55,  1.50it/s, loss=0.736, pair=0.002, adv=3.907, sprd=0.025]
Ep 059/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.736, pair=0.002, adv=3.907, sprd=0.025]
Ep 059/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.697, pair=0.000, adv=3.873, sprd=0.017]
Ep 059/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.50it/s, loss=0.697, pair=0.000, adv=3.873, sprd=0.017]
Ep 059/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.50it/s, loss=0.728, pair=0.002, adv=3.520, sprd=0.021]
Ep 059/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.728, pair=0.002, adv=3.520, sprd=0.021]
Ep 059/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:00,  1.41it/s, loss=0.729, pair=0.001, adv=3.530, sprd=0.026]
Ep 059/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.729, pair=0.001, adv=3.530, sprd=0.026]
Ep 059/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.728, pair=0.002, adv=3.850, sprd=0.025]
Ep 059/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.41it/s, loss=0.728, pair=0.002, adv=3.850, sprd=0.025]
Ep 059/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:58,  1.41it/s, loss=0.728, pair=0.000, adv=4.249, sprd=0.026]
Ep 059/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.728, pair=0.000, adv=4.249, sprd=0.026]
Ep 059/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:52,  1.48it/s, loss=0.726, pair=0.002, adv=4.316, sprd=0.020]
Ep 059/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.42it/s, loss=0.726, pair=0.002, adv=4.316, sprd=0.020]
Ep 059/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.42it/s, loss=0.706, pair=0.002, adv=3.531, sprd=0.021]
Ep 059/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:50,  1.49it/s, loss=0.706, pair=0.002, adv=3.531, sprd=0.021]
Ep 059/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.723, pair=0.002, adv=3.897, sprd=0.021]
Ep 059/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.723, pair=0.002, adv=3.897, sprd=0.021]
Ep 059/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:55,  1.42it/s, loss=0.709, pair=0.004, adv=3.430, sprd=0.019]
Ep 059/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:46,  1.52it/s, loss=0.709, pair=0.004, adv=3.430, sprd=0.019]
Ep 059/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:46,  1.52it/s, loss=0.728, pair=0.001, adv=3.916, sprd=0.026]
Ep 059/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.728, pair=0.001, adv=3.916, sprd=0.026]
Ep 059/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.716, pair=0.000, adv=4.425, sprd=0.022]
Ep 059/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.716, pair=0.000, adv=4.425, sprd=0.022]
Ep 059/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.717, pair=0.001, adv=3.858, sprd=0.022]
Ep 059/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.717, pair=0.001, adv=3.858, sprd=0.022]
Ep 059/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.716, pair=0.006, adv=3.787, sprd=0.023]
Ep 059/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.716, pair=0.006, adv=3.787, sprd=0.023]
Ep 059/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.727, pair=0.003, adv=3.904, sprd=0.022]
Ep 059/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.40it/s, loss=0.727, pair=0.003, adv=3.904, sprd=0.022]
Ep 059/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:52,  1.40it/s, loss=0.763, pair=0.007, adv=4.143, sprd=0.032]
Ep 059/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.763, pair=0.007, adv=4.143, sprd=0.032]
Ep 059/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:47,  1.46it/s, loss=0.702, pair=0.007, adv=3.765, sprd=0.018]
Ep 059/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.43it/s, loss=0.702, pair=0.007, adv=3.765, sprd=0.018]
Ep 059/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.43it/s, loss=0.706, pair=0.000, adv=3.862, sprd=0.017]
Ep 059/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.706, pair=0.000, adv=3.862, sprd=0.017]
Ep 059/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.740, pair=0.005, adv=3.800, sprd=0.028]
Ep 059/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.740, pair=0.005, adv=3.800, sprd=0.028]
Ep 059/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.43it/s, loss=0.707, pair=0.002, adv=3.684, sprd=0.020]
Ep 059/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.707, pair=0.002, adv=3.684, sprd=0.020]
Ep 059/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.765, pair=0.004, adv=3.817, sprd=0.022]
Ep 059/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:48,  1.40it/s, loss=0.765, pair=0.004, adv=3.817, sprd=0.022]
Ep 059/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:48,  1.40it/s, loss=0.735, pair=0.000, adv=3.925, sprd=0.025]
Ep 059/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.47it/s, loss=0.735, pair=0.000, adv=3.925, sprd=0.025]
Ep 059/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:42,  1.47it/s, loss=0.825, pair=0.007, adv=3.909, sprd=0.031]
Ep 059/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.43it/s, loss=0.825, pair=0.007, adv=3.909, sprd=0.031]
Ep 059/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.43it/s, loss=0.707, pair=0.005, adv=3.883, sprd=0.019]
Ep 059/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.50it/s, loss=0.707, pair=0.005, adv=3.883, sprd=0.019]
Ep 059/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.50it/s, loss=0.718, pair=0.001, adv=3.460, sprd=0.020]
Ep 059/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.41it/s, loss=0.718, pair=0.001, adv=3.460, sprd=0.020]
Ep 059/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.41it/s, loss=0.718, pair=0.002, adv=3.976, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.48it/s, loss=0.718, pair=0.002, adv=3.976, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.48it/s, loss=0.713, pair=0.002, adv=3.964, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:42,  1.42it/s, loss=0.713, pair=0.002, adv=3.964, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:42,  1.42it/s, loss=0.738, pair=0.003, adv=3.852, sprd=0.027]
Ep 059/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.48it/s, loss=0.738, pair=0.003, adv=3.852, sprd=0.027]
Ep 059/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:37,  1.48it/s, loss=0.804, pair=0.001, adv=3.579, sprd=0.027]
Ep 059/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.804, pair=0.001, adv=3.579, sprd=0.027]
Ep 059/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.707, pair=0.006, adv=3.804, sprd=0.017]
Ep 059/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:33,  1.52it/s, loss=0.707, pair=0.006, adv=3.804, sprd=0.017]
Ep 059/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:33,  1.52it/s, loss=0.794, pair=0.003, adv=3.569, sprd=0.023]
Ep 059/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:36,  1.47it/s, loss=0.794, pair=0.003, adv=3.569, sprd=0.023]
Ep 059/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:36,  1.47it/s, loss=0.734, pair=0.004, adv=3.669, sprd=0.026]
Ep 059/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.734, pair=0.004, adv=3.669, sprd=0.026]
Ep 059/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:32,  1.52it/s, loss=0.716, pair=0.002, adv=3.933, sprd=0.022]
Ep 059/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.716, pair=0.002, adv=3.933, sprd=0.022]
Ep 059/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.709, pair=0.002, adv=3.549, sprd=0.020]
Ep 059/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.51it/s, loss=0.709, pair=0.002, adv=3.549, sprd=0.020]
Ep 059/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.51it/s, loss=0.742, pair=0.005, adv=3.620, sprd=0.026]
Ep 059/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.742, pair=0.005, adv=3.620, sprd=0.026]
Ep 059/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:36,  1.43it/s, loss=0.743, pair=0.006, adv=3.582, sprd=0.027]
Ep 059/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.47it/s, loss=0.743, pair=0.006, adv=3.582, sprd=0.027]
Ep 059/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.47it/s, loss=0.704, pair=0.003, adv=3.674, sprd=0.019]
Ep 059/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.45it/s, loss=0.704, pair=0.003, adv=3.674, sprd=0.019]
Ep 059/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.45it/s, loss=0.714, pair=0.005, adv=3.761, sprd=0.021]
Ep 059/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.714, pair=0.005, adv=3.761, sprd=0.021]
Ep 059/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:28,  1.52it/s, loss=0.744, pair=0.006, adv=3.651, sprd=0.026]
Ep 059/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.744, pair=0.006, adv=3.651, sprd=0.026]
Ep 059/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.704, pair=0.001, adv=3.351, sprd=0.016]
Ep 059/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:26,  1.54it/s, loss=0.704, pair=0.001, adv=3.351, sprd=0.016]
Ep 059/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:26,  1.54it/s, loss=0.721, pair=0.002, adv=4.062, sprd=0.022]
Ep 059/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.721, pair=0.002, adv=4.062, sprd=0.022]
Ep 059/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.722, pair=0.002, adv=3.976, sprd=0.022]
Ep 059/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:25,  1.54it/s, loss=0.722, pair=0.002, adv=3.976, sprd=0.022]
Ep 059/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.54it/s, loss=0.716, pair=0.001, adv=3.682, sprd=0.020]
Ep 059/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.44it/s, loss=0.716, pair=0.001, adv=3.682, sprd=0.020]
Ep 059/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.696, pair=0.005, adv=3.289, sprd=0.020]
Ep 059/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.51it/s, loss=0.696, pair=0.005, adv=3.289, sprd=0.020]
Ep 059/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:25,  1.51it/s, loss=0.753, pair=0.004, adv=3.761, sprd=0.031]
Ep 059/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.44it/s, loss=0.753, pair=0.004, adv=3.761, sprd=0.031]
Ep 059/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.44it/s, loss=0.707, pair=0.001, adv=3.837, sprd=0.020]
Ep 059/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.52it/s, loss=0.707, pair=0.001, adv=3.837, sprd=0.020]
Ep 059/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.52it/s, loss=0.693, pair=0.000, adv=3.999, sprd=0.017]
Ep 059/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:25,  1.47it/s, loss=0.693, pair=0.000, adv=3.999, sprd=0.017]
Ep 059/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:25,  1.47it/s, loss=0.726, pair=0.002, adv=3.575, sprd=0.022]
Ep 059/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:21,  1.53it/s, loss=0.726, pair=0.002, adv=3.575, sprd=0.022]
Ep 059/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:21,  1.53it/s, loss=0.765, pair=0.000, adv=3.861, sprd=0.017]
Ep 059/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.46it/s, loss=0.765, pair=0.000, adv=3.861, sprd=0.017]
Ep 059/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:24,  1.46it/s, loss=0.753, pair=0.003, adv=3.584, sprd=0.029]
Ep 059/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.50it/s, loss=0.753, pair=0.003, adv=3.584, sprd=0.029]
Ep 059/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.50it/s, loss=0.715, pair=0.003, adv=4.083, sprd=0.020]
Ep 059/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.715, pair=0.003, adv=4.083, sprd=0.020]
Ep 059/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.736, pair=0.001, adv=4.310, sprd=0.025]
Ep 059/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.48it/s, loss=0.736, pair=0.001, adv=4.310, sprd=0.025]
Ep 059/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.48it/s, loss=0.725, pair=0.000, adv=3.680, sprd=0.023]
Ep 059/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.45it/s, loss=0.725, pair=0.000, adv=3.680, sprd=0.023]
Ep 059/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.45it/s, loss=0.702, pair=0.004, adv=3.440, sprd=0.014]
Ep 059/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.702, pair=0.004, adv=3.440, sprd=0.014]
Ep 059/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.52it/s, loss=0.743, pair=0.001, adv=3.910, sprd=0.024]
Ep 059/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:25,  1.37it/s, loss=0.743, pair=0.001, adv=3.910, sprd=0.024]
Ep 059/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:25,  1.37it/s, loss=0.720, pair=0.001, adv=3.663, sprd=0.022]
Ep 059/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:20,  1.46it/s, loss=0.720, pair=0.001, adv=3.663, sprd=0.022]
Ep 059/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:20,  1.46it/s, loss=0.730, pair=0.003, adv=3.778, sprd=0.025]
Ep 059/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:22,  1.41it/s, loss=0.730, pair=0.003, adv=3.778, sprd=0.025]
Ep 059/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:22,  1.41it/s, loss=0.720, pair=0.000, adv=3.693, sprd=0.020]
Ep 059/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.50it/s, loss=0.720, pair=0.000, adv=3.693, sprd=0.020]
Ep 059/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.50it/s, loss=0.717, pair=0.000, adv=3.845, sprd=0.021]
Ep 059/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.46it/s, loss=0.717, pair=0.000, adv=3.845, sprd=0.021]
Ep 059/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.46it/s, loss=0.716, pair=0.001, adv=4.123, sprd=0.020]
Ep 059/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:13,  1.53it/s, loss=0.716, pair=0.001, adv=4.123, sprd=0.020]
Ep 059/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:13,  1.53it/s, loss=0.717, pair=0.005, adv=3.566, sprd=0.018]
Ep 059/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.717, pair=0.005, adv=3.566, sprd=0.018]
Ep 059/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.728, pair=0.007, adv=3.484, sprd=0.021]
Ep 059/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.728, pair=0.007, adv=3.484, sprd=0.021]
Ep 059/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.713, pair=0.000, adv=3.680, sprd=0.020]
Ep 059/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.45it/s, loss=0.713, pair=0.000, adv=3.680, sprd=0.020]
Ep 059/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.45it/s, loss=0.704, pair=0.003, adv=4.136, sprd=0.020]
Ep 059/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.50it/s, loss=0.704, pair=0.003, adv=4.136, sprd=0.020]
Ep 059/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.50it/s, loss=0.789, pair=0.002, adv=3.853, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.42it/s, loss=0.789, pair=0.002, adv=3.853, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:15,  1.42it/s, loss=0.712, pair=0.001, adv=3.254, sprd=0.020]
Ep 059/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.712, pair=0.001, adv=3.254, sprd=0.020]
Ep 059/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.48it/s, loss=0.717, pair=0.000, adv=4.132, sprd=0.022]
Ep 059/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:14,  1.43it/s, loss=0.717, pair=0.000, adv=4.132, sprd=0.022]
Ep 059/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:14,  1.43it/s, loss=0.713, pair=0.000, adv=3.776, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:10,  1.50it/s, loss=0.713, pair=0.000, adv=3.776, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.50it/s, loss=0.741, pair=0.000, adv=3.778, sprd=0.025]
Ep 059/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:14,  1.39it/s, loss=0.741, pair=0.000, adv=3.778, sprd=0.025]
Ep 059/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:14,  1.39it/s, loss=0.709, pair=0.000, adv=3.769, sprd=0.019]
Ep 059/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.48it/s, loss=0.709, pair=0.000, adv=3.769, sprd=0.019]
Ep 059/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.48it/s, loss=0.724, pair=0.000, adv=3.854, sprd=0.025]
Ep 059/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:10,  1.44it/s, loss=0.724, pair=0.000, adv=3.854, sprd=0.025]
Ep 059/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:10,  1.44it/s, loss=0.715, pair=0.006, adv=4.347, sprd=0.021]
Ep 059/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.50it/s, loss=0.715, pair=0.006, adv=4.347, sprd=0.021]
Ep 059/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.50it/s, loss=0.728, pair=0.000, adv=3.692, sprd=0.024]
Ep 059/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.728, pair=0.000, adv=3.692, sprd=0.024]
Ep 059/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.729, pair=0.000, adv=3.612, sprd=0.025]
Ep 059/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.52it/s, loss=0.729, pair=0.000, adv=3.612, sprd=0.025]
Ep 059/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.52it/s, loss=0.717, pair=0.001, adv=4.214, sprd=0.021]
Ep 059/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.42it/s, loss=0.717, pair=0.001, adv=4.214, sprd=0.021]
Ep 059/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.42it/s, loss=0.733, pair=0.000, adv=3.758, sprd=0.026]
Ep 059/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.48it/s, loss=0.733, pair=0.000, adv=3.758, sprd=0.026]
Ep 059/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.48it/s, loss=0.700, pair=0.001, adv=3.807, sprd=0.018]
Ep 059/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.43it/s, loss=0.700, pair=0.001, adv=3.807, sprd=0.018]
Ep 059/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.43it/s, loss=0.701, pair=0.001, adv=3.858, sprd=0.015]
Ep 059/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:01,  1.54it/s, loss=0.701, pair=0.001, adv=3.858, sprd=0.015]
Ep 059/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:01,  1.54it/s, loss=0.733, pair=0.000, adv=4.081, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:04,  1.45it/s, loss=0.733, pair=0.000, adv=4.081, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:04,  1.45it/s, loss=0.735, pair=0.002, adv=3.853, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:01,  1.50it/s, loss=0.735, pair=0.002, adv=3.853, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.50it/s, loss=0.735, pair=0.003, adv=3.723, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.42it/s, loss=0.735, pair=0.003, adv=3.723, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.704, pair=0.001, adv=3.309, sprd=0.022]
Ep 059/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.51it/s, loss=0.704, pair=0.001, adv=3.309, sprd=0.022]
Ep 059/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.51it/s, loss=0.726, pair=0.006, adv=3.823, sprd=0.023]
Ep 059/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.726, pair=0.006, adv=3.823, sprd=0.023]
Ep 059/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.727, pair=0.000, adv=3.751, sprd=0.023]
Ep 059/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<01:00,  1.48it/s, loss=0.727, pair=0.000, adv=3.751, sprd=0.023]
Ep 059/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.722, pair=0.001, adv=3.671, sprd=0.021]
Ep 059/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.722, pair=0.001, adv=3.671, sprd=0.021]
Ep 059/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:00,  1.45it/s, loss=0.723, pair=0.002, adv=4.019, sprd=0.025]
Ep 059/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.50it/s, loss=0.723, pair=0.002, adv=4.019, sprd=0.025]
Ep 059/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.50it/s, loss=0.711, pair=0.000, adv=4.219, sprd=0.019]
Ep 059/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.711, pair=0.000, adv=4.219, sprd=0.019]
Ep 059/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.716, pair=0.000, adv=3.933, sprd=0.020]
Ep 059/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.716, pair=0.000, adv=3.933, sprd=0.020]
Ep 059/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.50it/s, loss=0.719, pair=0.000, adv=4.236, sprd=0.022]
Ep 059/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.45it/s, loss=0.719, pair=0.000, adv=4.236, sprd=0.022]
Ep 059/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.45it/s, loss=0.714, pair=0.000, adv=3.676, sprd=0.020]
Ep 059/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.52it/s, loss=0.714, pair=0.000, adv=3.676, sprd=0.020]
Ep 059/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.52it/s, loss=0.702, pair=0.000, adv=3.963, sprd=0.017]
Ep 059/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.702, pair=0.000, adv=3.963, sprd=0.017]
Ep 059/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.44it/s, loss=0.721, pair=0.001, adv=3.730, sprd=0.023]
Ep 059/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.50it/s, loss=0.721, pair=0.001, adv=3.730, sprd=0.023]
Ep 059/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.50it/s, loss=0.747, pair=0.000, adv=3.857, sprd=0.028]
Ep 059/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.43it/s, loss=0.747, pair=0.000, adv=3.857, sprd=0.028]
Ep 059/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.736, pair=0.000, adv=4.066, sprd=0.026]
Ep 059/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.48it/s, loss=0.736, pair=0.000, adv=4.066, sprd=0.026]
Ep 059/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.48it/s, loss=0.737, pair=0.001, adv=3.982, sprd=0.028]
Ep 059/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.737, pair=0.001, adv=3.982, sprd=0.028]
Ep 059/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.743, pair=0.000, adv=3.905, sprd=0.028]
Ep 059/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.49it/s, loss=0.743, pair=0.000, adv=3.905, sprd=0.028]
Ep 059/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.725, pair=0.000, adv=3.754, sprd=0.022]
Ep 059/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.43it/s, loss=0.725, pair=0.000, adv=3.754, sprd=0.022]
Ep 059/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.723, pair=0.000, adv=3.780, sprd=0.022]
Ep 059/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.723, pair=0.000, adv=3.780, sprd=0.022]
Ep 059/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.49it/s, loss=0.722, pair=0.000, adv=3.825, sprd=0.023]
Ep 059/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.722, pair=0.000, adv=3.825, sprd=0.023]
Ep 059/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.709, pair=0.000, adv=3.805, sprd=0.020]
Ep 059/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.49it/s, loss=0.709, pair=0.000, adv=3.805, sprd=0.020]
Ep 059/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.49it/s, loss=0.724, pair=0.000, adv=3.868, sprd=0.024]
Ep 059/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.724, pair=0.000, adv=3.868, sprd=0.024]
Ep 059/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.719, pair=0.000, adv=3.914, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:47,  1.49it/s, loss=0.719, pair=0.000, adv=3.914, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.49it/s, loss=0.729, pair=0.003, adv=3.928, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.42it/s, loss=0.729, pair=0.003, adv=3.928, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.42it/s, loss=0.707, pair=0.000, adv=4.197, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.51it/s, loss=0.707, pair=0.000, adv=4.197, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.51it/s, loss=0.712, pair=0.004, adv=3.853, sprd=0.020]
Ep 059/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.43it/s, loss=0.712, pair=0.004, adv=3.853, sprd=0.020]
Ep 059/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.43it/s, loss=0.715, pair=0.000, adv=4.116, sprd=0.020]
Ep 059/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.51it/s, loss=0.715, pair=0.000, adv=4.116, sprd=0.020]
Ep 059/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.51it/s, loss=0.705, pair=0.000, adv=3.764, sprd=0.017]
Ep 059/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:45,  1.44it/s, loss=0.705, pair=0.000, adv=3.764, sprd=0.017]
Ep 059/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.44it/s, loss=0.720, pair=0.001, adv=3.887, sprd=0.023]
Ep 059/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.50it/s, loss=0.720, pair=0.001, adv=3.887, sprd=0.023]
Ep 059/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.50it/s, loss=0.764, pair=0.005, adv=3.634, sprd=0.033]
Ep 059/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:46,  1.37it/s, loss=0.764, pair=0.005, adv=3.634, sprd=0.033]
Ep 059/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.37it/s, loss=0.749, pair=0.004, adv=3.872, sprd=0.028]
Ep 059/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:43,  1.44it/s, loss=0.749, pair=0.004, adv=3.872, sprd=0.028]
Ep 059/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.44it/s, loss=0.730, pair=0.001, adv=3.620, sprd=0.023]
Ep 059/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:45,  1.36it/s, loss=0.730, pair=0.001, adv=3.620, sprd=0.023]
Ep 059/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:45,  1.36it/s, loss=0.740, pair=0.000, adv=4.025, sprd=0.027]
Ep 059/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:42,  1.43it/s, loss=0.740, pair=0.000, adv=4.025, sprd=0.027]
Ep 059/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:42,  1.43it/s, loss=0.786, pair=0.003, adv=3.835, sprd=0.023]
Ep 059/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.41it/s, loss=0.786, pair=0.003, adv=3.835, sprd=0.023]
Ep 059/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.41it/s, loss=0.740, pair=0.001, adv=3.669, sprd=0.029]
Ep 059/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:40,  1.47it/s, loss=0.740, pair=0.001, adv=3.669, sprd=0.029]
Ep 059/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.47it/s, loss=0.709, pair=0.002, adv=3.935, sprd=0.019]
Ep 059/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.42it/s, loss=0.709, pair=0.002, adv=3.935, sprd=0.019]
Ep 059/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.42it/s, loss=0.725, pair=0.002, adv=3.471, sprd=0.022]
Ep 059/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.49it/s, loss=0.725, pair=0.002, adv=3.471, sprd=0.022]
Ep 059/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.49it/s, loss=0.727, pair=0.002, adv=3.591, sprd=0.025]
Ep 059/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.41it/s, loss=0.727, pair=0.002, adv=3.591, sprd=0.025]
Ep 059/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.41it/s, loss=0.752, pair=0.004, adv=3.980, sprd=0.032]
Ep 059/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.752, pair=0.004, adv=3.980, sprd=0.032]
Ep 059/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.748, pair=0.006, adv=3.973, sprd=0.026]
Ep 059/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:39,  1.36it/s, loss=0.748, pair=0.006, adv=3.973, sprd=0.026]
Ep 059/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:39,  1.36it/s, loss=0.716, pair=0.000, adv=3.825, sprd=0.022]
Ep 059/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:36,  1.45it/s, loss=0.716, pair=0.000, adv=3.825, sprd=0.022]
Ep 059/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:36,  1.45it/s, loss=0.724, pair=0.003, adv=4.287, sprd=0.023]
Ep 059/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.40it/s, loss=0.724, pair=0.003, adv=4.287, sprd=0.023]
Ep 059/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.40it/s, loss=0.734, pair=0.001, adv=4.251, sprd=0.025]
Ep 059/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.46it/s, loss=0.734, pair=0.001, adv=4.251, sprd=0.025]
Ep 059/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.46it/s, loss=0.730, pair=0.004, adv=3.830, sprd=0.021]
Ep 059/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:36,  1.36it/s, loss=0.730, pair=0.004, adv=3.830, sprd=0.021]
Ep 059/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:36,  1.36it/s, loss=0.739, pair=0.002, adv=3.935, sprd=0.027]
Ep 059/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:34,  1.43it/s, loss=0.739, pair=0.002, adv=3.935, sprd=0.027]
Ep 059/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:34,  1.43it/s, loss=0.721, pair=0.000, adv=4.347, sprd=0.022]
Ep 059/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.721, pair=0.000, adv=4.347, sprd=0.022]
Ep 059/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.752, pair=0.004, adv=3.889, sprd=0.030]
Ep 059/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:32,  1.46it/s, loss=0.752, pair=0.004, adv=3.889, sprd=0.030]
Ep 059/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:32,  1.46it/s, loss=0.715, pair=0.001, adv=3.507, sprd=0.019]
Ep 059/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.42it/s, loss=0.715, pair=0.001, adv=3.507, sprd=0.019]
Ep 059/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.42it/s, loss=0.716, pair=0.000, adv=3.820, sprd=0.021]
Ep 059/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.716, pair=0.000, adv=3.820, sprd=0.021]
Ep 059/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.727, pair=0.006, adv=4.195, sprd=0.020]
Ep 059/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.727, pair=0.006, adv=4.195, sprd=0.020]
Ep 059/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.43it/s, loss=0.745, pair=0.008, adv=4.029, sprd=0.026]
Ep 059/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.47it/s, loss=0.745, pair=0.008, adv=4.029, sprd=0.026]
Ep 059/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.47it/s, loss=0.716, pair=0.001, adv=3.906, sprd=0.020]
Ep 059/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.716, pair=0.001, adv=3.906, sprd=0.020]
Ep 059/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.712, pair=0.006, adv=3.931, sprd=0.019]
Ep 059/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.47it/s, loss=0.712, pair=0.006, adv=3.931, sprd=0.019]
Ep 059/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.47it/s, loss=0.786, pair=0.001, adv=3.643, sprd=0.021]
Ep 059/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.45it/s, loss=0.786, pair=0.001, adv=3.643, sprd=0.021]
Ep 059/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.45it/s, loss=0.733, pair=0.002, adv=4.100, sprd=0.024]
Ep 059/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.733, pair=0.002, adv=4.100, sprd=0.024]
Ep 059/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.741, pair=0.003, adv=3.935, sprd=0.029]
Ep 059/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.44it/s, loss=0.741, pair=0.003, adv=3.935, sprd=0.029]
Ep 059/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.741, pair=0.004, adv=4.162, sprd=0.025]
Ep 059/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.50it/s, loss=0.741, pair=0.004, adv=4.162, sprd=0.025]
Ep 059/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.50it/s, loss=0.739, pair=0.001, adv=4.123, sprd=0.027]
Ep 059/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:26,  1.37it/s, loss=0.739, pair=0.001, adv=4.123, sprd=0.027]
Ep 059/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:26,  1.37it/s, loss=0.728, pair=0.008, adv=3.847, sprd=0.023]
Ep 059/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.728, pair=0.008, adv=3.847, sprd=0.023]
Ep 059/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.721, pair=0.004, adv=4.099, sprd=0.020]
Ep 059/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.40it/s, loss=0.721, pair=0.004, adv=4.099, sprd=0.020]
Ep 059/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.40it/s, loss=0.724, pair=0.001, adv=3.797, sprd=0.023]
Ep 059/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.47it/s, loss=0.724, pair=0.001, adv=3.797, sprd=0.023]
Ep 059/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.47it/s, loss=0.724, pair=0.001, adv=3.621, sprd=0.021]
Ep 059/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.40it/s, loss=0.724, pair=0.001, adv=3.621, sprd=0.021]
Ep 059/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.40it/s, loss=0.717, pair=0.005, adv=4.306, sprd=0.021]
Ep 059/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=0.717, pair=0.005, adv=4.306, sprd=0.021]
Ep 059/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.814, pair=0.006, adv=3.973, sprd=0.027]
Ep 059/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.41it/s, loss=0.814, pair=0.006, adv=3.973, sprd=0.027]
Ep 059/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.41it/s, loss=0.708, pair=0.001, adv=4.220, sprd=0.018]
Ep 059/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.47it/s, loss=0.708, pair=0.001, adv=4.220, sprd=0.018]
Ep 059/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.47it/s, loss=0.721, pair=0.001, adv=3.853, sprd=0.019]
Ep 059/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:20,  1.37it/s, loss=0.721, pair=0.001, adv=3.853, sprd=0.019]
Ep 059/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:20,  1.37it/s, loss=0.752, pair=0.010, adv=3.618, sprd=0.028]
Ep 059/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:19,  1.42it/s, loss=0.752, pair=0.010, adv=3.618, sprd=0.028]
Ep 059/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:19,  1.42it/s, loss=0.729, pair=0.001, adv=4.066, sprd=0.024]
Ep 059/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.39it/s, loss=0.729, pair=0.001, adv=4.066, sprd=0.024]
Ep 059/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.39it/s, loss=0.718, pair=0.005, adv=4.056, sprd=0.021]
Ep 059/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.46it/s, loss=0.718, pair=0.005, adv=4.056, sprd=0.021]
Ep 059/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.46it/s, loss=0.721, pair=0.005, adv=3.925, sprd=0.022]
Ep 059/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.721, pair=0.005, adv=3.925, sprd=0.022]
Ep 059/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.43it/s, loss=0.733, pair=0.002, adv=3.853, sprd=0.025]
Ep 059/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.733, pair=0.002, adv=3.853, sprd=0.025]
Ep 059/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.48it/s, loss=0.716, pair=0.001, adv=3.570, sprd=0.020]
Ep 059/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.42it/s, loss=0.716, pair=0.001, adv=3.570, sprd=0.020]
Ep 059/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.42it/s, loss=0.726, pair=0.010, adv=3.722, sprd=0.021]
Ep 059/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.726, pair=0.010, adv=3.722, sprd=0.021]
Ep 059/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.732, pair=0.009, adv=3.984, sprd=0.025]
Ep 059/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.43it/s, loss=0.732, pair=0.009, adv=3.984, sprd=0.025]
Ep 059/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.709, pair=0.004, adv=3.859, sprd=0.017]
Ep 059/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.709, pair=0.004, adv=3.859, sprd=0.017]
Ep 059/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.716, pair=0.006, adv=4.156, sprd=0.020]
Ep 059/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.44it/s, loss=0.716, pair=0.006, adv=4.156, sprd=0.020]
Ep 059/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.44it/s, loss=0.734, pair=0.004, adv=3.965, sprd=0.026]
Ep 059/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.734, pair=0.004, adv=3.965, sprd=0.026]
Ep 059/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.707, pair=0.000, adv=3.547, sprd=0.018]
Ep 059/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:10,  1.46it/s, loss=0.707, pair=0.000, adv=3.547, sprd=0.018]
Ep 059/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:10,  1.46it/s, loss=0.715, pair=0.001, adv=3.866, sprd=0.019]
Ep 059/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.53it/s, loss=0.715, pair=0.001, adv=3.866, sprd=0.019]
Ep 059/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.53it/s, loss=0.742, pair=0.006, adv=3.993, sprd=0.025]
Ep 059/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:10,  1.40it/s, loss=0.742, pair=0.006, adv=3.993, sprd=0.025]
Ep 059/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:10,  1.40it/s, loss=0.720, pair=0.004, adv=3.948, sprd=0.024]
Ep 059/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.720, pair=0.004, adv=3.948, sprd=0.024]
Ep 059/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.730, pair=0.005, adv=3.678, sprd=0.025]
Ep 059/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.43it/s, loss=0.730, pair=0.005, adv=3.678, sprd=0.025]
Ep 059/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.713, pair=0.016, adv=3.906, sprd=0.019]
Ep 059/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.54it/s, loss=0.713, pair=0.016, adv=3.906, sprd=0.019]
Ep 059/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.54it/s, loss=0.700, pair=0.006, adv=3.829, sprd=0.018]
Ep 059/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.47it/s, loss=0.700, pair=0.006, adv=3.829, sprd=0.018]
Ep 059/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.47it/s, loss=0.711, pair=0.000, adv=3.755, sprd=0.022]
Ep 059/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.53it/s, loss=0.711, pair=0.000, adv=3.755, sprd=0.022]
Ep 059/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.53it/s, loss=0.717, pair=0.001, adv=4.037, sprd=0.021]
Ep 059/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.40it/s, loss=0.717, pair=0.001, adv=4.037, sprd=0.021]
Ep 059/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.40it/s, loss=0.742, pair=0.006, adv=3.790, sprd=0.027]
Ep 059/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.46it/s, loss=0.742, pair=0.006, adv=3.790, sprd=0.027]
Ep 059/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.46it/s, loss=0.734, pair=0.005, adv=4.042, sprd=0.025]
Ep 059/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.734, pair=0.005, adv=4.042, sprd=0.025]
Ep 059/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.722, pair=0.003, adv=4.201, sprd=0.023]
Ep 059/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.722, pair=0.003, adv=4.201, sprd=0.023]
Ep 059/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.736, pair=0.003, adv=3.810, sprd=0.023]
Ep 059/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.42it/s, loss=0.736, pair=0.003, adv=3.810, sprd=0.023]
Ep 059/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.731, pair=0.001, adv=3.948, sprd=0.024]
Ep 059/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.731, pair=0.001, adv=3.948, sprd=0.024]
Ep 059/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.723, pair=0.002, adv=3.901, sprd=0.023]
Ep 059/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.723, pair=0.002, adv=3.901, sprd=0.023]
Ep 059/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.732, pair=0.004, adv=3.948, sprd=0.026]
Ep 059/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.732, pair=0.004, adv=3.948, sprd=0.026]
Ep 059/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.48it/s, loss=0.716, pair=0.001, adv=4.050, sprd=0.022]
Ep 059/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.42it/s, loss=0.716, pair=0.001, adv=4.050, sprd=0.022]
                                                                                                              
Epoch 059/60 [S3:+sens]  loss=0.7262  mat=0.2392  sens=1.0124  pair=0.0025  adv=3.8514(rand=3.37)  deg=0.0068  orth=0.0005  spread=0.0226  q_mean=49.4  q_std=15.7  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=5.26e-06  229s

Ep 060/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 060/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.783, pair=0.006, adv=3.904, sprd=0.020]
Ep 060/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:11,  1.12s/it, loss=0.783, pair=0.006, adv=3.904, sprd=0.020]
Ep 060/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:11,  1.12s/it, loss=0.727, pair=0.001, adv=3.934, sprd=0.023]
Ep 060/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:28,  1.23it/s, loss=0.727, pair=0.001, adv=3.934, sprd=0.023]
Ep 060/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:28,  1.23it/s, loss=0.707, pair=0.002, adv=3.796, sprd=0.020]
Ep 060/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:22,  1.25it/s, loss=0.707, pair=0.002, adv=3.796, sprd=0.020]
Ep 060/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:22,  1.25it/s, loss=0.729, pair=0.004, adv=3.846, sprd=0.023]
Ep 060/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:58,  1.38it/s, loss=0.729, pair=0.004, adv=3.846, sprd=0.023]
Ep 060/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:58,  1.38it/s, loss=0.726, pair=0.005, adv=4.329, sprd=0.023]
Ep 060/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:11,  1.30it/s, loss=0.726, pair=0.005, adv=4.329, sprd=0.023]
Ep 060/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:11,  1.30it/s, loss=0.734, pair=0.003, adv=3.938, sprd=0.026]
Ep 060/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:54,  1.40it/s, loss=0.734, pair=0.003, adv=3.938, sprd=0.026]
Ep 060/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:54,  1.40it/s, loss=0.721, pair=0.002, adv=3.676, sprd=0.022]
Ep 060/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:55,  1.38it/s, loss=0.721, pair=0.002, adv=3.676, sprd=0.022]
Ep 060/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:55,  1.38it/s, loss=0.703, pair=0.001, adv=4.047, sprd=0.016]
Ep 060/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:42,  1.46it/s, loss=0.703, pair=0.001, adv=4.047, sprd=0.016]
Ep 060/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.757, pair=0.002, adv=4.201, sprd=0.031]
Ep 060/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:51,  1.40it/s, loss=0.757, pair=0.002, adv=4.201, sprd=0.031]
Ep 060/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:51,  1.40it/s, loss=0.746, pair=0.003, adv=3.977, sprd=0.029]
Ep 060/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:43,  1.45it/s, loss=0.746, pair=0.003, adv=3.977, sprd=0.029]
Ep 060/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:43,  1.45it/s, loss=0.777, pair=0.006, adv=3.803, sprd=0.020]
Ep 060/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.41it/s, loss=0.777, pair=0.006, adv=3.803, sprd=0.020]
Ep 060/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.41it/s, loss=0.719, pair=0.006, adv=3.518, sprd=0.020]
Ep 060/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.719, pair=0.006, adv=3.518, sprd=0.020]
Ep 060/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.709, pair=0.014, adv=4.086, sprd=0.017]
Ep 060/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:43,  1.43it/s, loss=0.709, pair=0.014, adv=4.086, sprd=0.017]
Ep 060/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:43,  1.43it/s, loss=0.719, pair=0.008, adv=3.808, sprd=0.021]
Ep 060/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.719, pair=0.008, adv=3.808, sprd=0.021]
Ep 060/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.734, pair=0.001, adv=4.167, sprd=0.027]
Ep 060/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:42,  1.43it/s, loss=0.734, pair=0.001, adv=4.167, sprd=0.027]
Ep 060/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:42,  1.43it/s, loss=0.755, pair=0.000, adv=4.093, sprd=0.029]
Ep 060/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:36,  1.47it/s, loss=0.755, pair=0.000, adv=4.093, sprd=0.029]
Ep 060/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:36,  1.47it/s, loss=0.740, pair=0.000, adv=3.838, sprd=0.024]
Ep 060/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:54,  1.35it/s, loss=0.740, pair=0.000, adv=3.838, sprd=0.024]
Ep 060/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:54,  1.35it/s, loss=0.723, pair=0.005, adv=4.018, sprd=0.022]
Ep 060/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:40,  1.43it/s, loss=0.723, pair=0.005, adv=4.018, sprd=0.022]
Ep 060/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:40,  1.43it/s, loss=0.727, pair=0.004, adv=3.952, sprd=0.024]
Ep 060/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:46,  1.39it/s, loss=0.727, pair=0.004, adv=3.952, sprd=0.024]
Ep 060/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:46,  1.39it/s, loss=0.731, pair=0.009, adv=3.814, sprd=0.025]
Ep 060/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:33,  1.47it/s, loss=0.731, pair=0.009, adv=3.814, sprd=0.025]
Ep 060/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:33,  1.47it/s, loss=0.735, pair=0.006, adv=3.921, sprd=0.026]
Ep 060/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.735, pair=0.006, adv=3.921, sprd=0.026]
Ep 060/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.726, pair=0.005, adv=4.057, sprd=0.022]
Ep 060/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.49it/s, loss=0.726, pair=0.005, adv=4.057, sprd=0.022]
Ep 060/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.49it/s, loss=0.724, pair=0.001, adv=4.259, sprd=0.023]
Ep 060/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.724, pair=0.001, adv=4.259, sprd=0.023]
Ep 060/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.714, pair=0.006, adv=4.036, sprd=0.020]
Ep 060/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.50it/s, loss=0.714, pair=0.006, adv=4.036, sprd=0.020]
Ep 060/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.50it/s, loss=0.707, pair=0.001, adv=3.791, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:33,  1.44it/s, loss=0.707, pair=0.001, adv=3.791, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:33,  1.44it/s, loss=0.742, pair=0.000, adv=3.812, sprd=0.028]
Ep 060/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:27,  1.48it/s, loss=0.742, pair=0.000, adv=3.812, sprd=0.028]
Ep 060/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:27,  1.48it/s, loss=0.728, pair=0.004, adv=4.033, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:36,  1.41it/s, loss=0.728, pair=0.004, adv=4.033, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:36,  1.41it/s, loss=0.718, pair=0.008, adv=3.783, sprd=0.022]
Ep 060/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:23,  1.50it/s, loss=0.718, pair=0.008, adv=3.783, sprd=0.022]
Ep 060/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:23,  1.50it/s, loss=0.738, pair=0.001, adv=3.977, sprd=0.026]
Ep 060/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:38,  1.39it/s, loss=0.738, pair=0.001, adv=3.977, sprd=0.026]
Ep 060/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:38,  1.39it/s, loss=0.714, pair=0.000, adv=3.752, sprd=0.021]
Ep 060/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.47it/s, loss=0.714, pair=0.000, adv=3.752, sprd=0.021]
Ep 060/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.47it/s, loss=0.729, pair=0.004, adv=3.989, sprd=0.025]
Ep 060/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:32,  1.42it/s, loss=0.729, pair=0.004, adv=3.989, sprd=0.025]
Ep 060/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.717, pair=0.003, adv=3.946, sprd=0.020]
Ep 060/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.50it/s, loss=0.717, pair=0.003, adv=3.946, sprd=0.020]
Ep 060/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.50it/s, loss=0.760, pair=0.007, adv=3.978, sprd=0.033]
Ep 060/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:28,  1.44it/s, loss=0.760, pair=0.007, adv=3.978, sprd=0.033]
Ep 060/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:28,  1.44it/s, loss=0.747, pair=0.004, adv=4.027, sprd=0.029]
Ep 060/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:20,  1.49it/s, loss=0.747, pair=0.004, adv=4.027, sprd=0.029]
Ep 060/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:20,  1.49it/s, loss=0.752, pair=0.000, adv=3.858, sprd=0.029]
Ep 060/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:31,  1.41it/s, loss=0.752, pair=0.000, adv=3.858, sprd=0.029]
Ep 060/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:31,  1.41it/s, loss=0.699, pair=0.003, adv=3.735, sprd=0.018]
Ep 060/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:21,  1.47it/s, loss=0.699, pair=0.003, adv=3.735, sprd=0.018]
Ep 060/60 [S3:+sens]:  11%|▎  | 36/333 [00:26<03:21,  1.47it/s, loss=0.745, pair=0.003, adv=3.844, sprd=0.028]
Ep 060/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:26,  1.44it/s, loss=0.745, pair=0.003, adv=3.844, sprd=0.028]
Ep 060/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:26,  1.44it/s, loss=0.736, pair=0.006, adv=3.840, sprd=0.025]
Ep 060/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:18,  1.48it/s, loss=0.736, pair=0.006, adv=3.840, sprd=0.025]
Ep 060/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:18,  1.48it/s, loss=0.707, pair=0.002, adv=3.752, sprd=0.018]
Ep 060/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.40it/s, loss=0.707, pair=0.002, adv=3.752, sprd=0.018]
Ep 060/60 [S3:+sens]:  12%|▎  | 39/333 [00:28<03:29,  1.40it/s, loss=0.757, pair=0.000, adv=3.848, sprd=0.031]
Ep 060/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:21,  1.46it/s, loss=0.757, pair=0.000, adv=3.848, sprd=0.031]
Ep 060/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:21,  1.46it/s, loss=0.708, pair=0.003, adv=4.486, sprd=0.020]
Ep 060/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:25,  1.42it/s, loss=0.708, pair=0.003, adv=4.486, sprd=0.020]
Ep 060/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:25,  1.42it/s, loss=0.717, pair=0.004, adv=3.603, sprd=0.023]
Ep 060/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:16,  1.48it/s, loss=0.717, pair=0.004, adv=3.603, sprd=0.023]
Ep 060/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:16,  1.48it/s, loss=0.737, pair=0.004, adv=3.879, sprd=0.025]
Ep 060/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.737, pair=0.004, adv=3.879, sprd=0.025]
Ep 060/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.698, pair=0.004, adv=4.075, sprd=0.018]
Ep 060/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:10,  1.52it/s, loss=0.698, pair=0.004, adv=4.075, sprd=0.018]
Ep 060/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:10,  1.52it/s, loss=0.725, pair=0.000, adv=4.188, sprd=0.022]
Ep 060/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.43it/s, loss=0.725, pair=0.000, adv=4.188, sprd=0.022]
Ep 060/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:22,  1.43it/s, loss=0.729, pair=0.007, adv=4.089, sprd=0.022]
Ep 060/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.729, pair=0.007, adv=4.089, sprd=0.022]
Ep 060/60 [S3:+sens]:  14%|▍  | 46/333 [00:33<03:11,  1.50it/s, loss=0.739, pair=0.000, adv=3.838, sprd=0.024]
Ep 060/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:29,  1.37it/s, loss=0.739, pair=0.000, adv=3.838, sprd=0.024]
Ep 060/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:29,  1.37it/s, loss=0.743, pair=0.002, adv=3.838, sprd=0.026]
Ep 060/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:20,  1.42it/s, loss=0.743, pair=0.002, adv=3.838, sprd=0.026]
Ep 060/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:20,  1.42it/s, loss=0.727, pair=0.005, adv=3.720, sprd=0.022]
Ep 060/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.727, pair=0.005, adv=3.720, sprd=0.022]
Ep 060/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.705, pair=0.002, adv=3.758, sprd=0.019]
Ep 060/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.705, pair=0.002, adv=3.758, sprd=0.019]
Ep 060/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.720, pair=0.000, adv=3.918, sprd=0.022]
Ep 060/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:16,  1.44it/s, loss=0.720, pair=0.000, adv=3.918, sprd=0.022]
Ep 060/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:16,  1.44it/s, loss=0.726, pair=0.000, adv=4.150, sprd=0.022]
Ep 060/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:08,  1.49it/s, loss=0.726, pair=0.000, adv=4.150, sprd=0.022]
Ep 060/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:08,  1.49it/s, loss=0.734, pair=0.003, adv=3.765, sprd=0.025]
Ep 060/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:16,  1.43it/s, loss=0.734, pair=0.003, adv=3.765, sprd=0.025]
Ep 060/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:16,  1.43it/s, loss=0.738, pair=0.001, adv=3.977, sprd=0.024]
Ep 060/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:06,  1.49it/s, loss=0.738, pair=0.001, adv=3.977, sprd=0.024]
Ep 060/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:06,  1.49it/s, loss=0.732, pair=0.001, adv=3.752, sprd=0.024]
Ep 060/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:14,  1.43it/s, loss=0.732, pair=0.001, adv=3.752, sprd=0.024]
Ep 060/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:14,  1.43it/s, loss=0.737, pair=0.001, adv=3.834, sprd=0.025]
Ep 060/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:06,  1.48it/s, loss=0.737, pair=0.001, adv=3.834, sprd=0.025]
Ep 060/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:06,  1.48it/s, loss=0.770, pair=0.001, adv=3.670, sprd=0.017]
Ep 060/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:14,  1.42it/s, loss=0.770, pair=0.001, adv=3.670, sprd=0.017]
Ep 060/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:14,  1.42it/s, loss=0.736, pair=0.000, adv=4.018, sprd=0.026]
Ep 060/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:06,  1.47it/s, loss=0.736, pair=0.000, adv=4.018, sprd=0.026]
Ep 060/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:06,  1.47it/s, loss=0.719, pair=0.005, adv=3.901, sprd=0.020]
Ep 060/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.719, pair=0.005, adv=3.901, sprd=0.020]
Ep 060/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.731, pair=0.001, adv=3.873, sprd=0.023]
Ep 060/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:08,  1.45it/s, loss=0.731, pair=0.001, adv=3.873, sprd=0.023]
Ep 060/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:08,  1.45it/s, loss=0.728, pair=0.000, adv=3.728, sprd=0.023]
Ep 060/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:13,  1.40it/s, loss=0.728, pair=0.000, adv=3.728, sprd=0.023]
Ep 060/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:13,  1.40it/s, loss=0.710, pair=0.001, adv=3.629, sprd=0.021]
Ep 060/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:01,  1.49it/s, loss=0.710, pair=0.001, adv=3.629, sprd=0.021]
Ep 060/60 [S3:+sens]:  19%|▌  | 62/333 [00:44<03:01,  1.49it/s, loss=0.732, pair=0.000, adv=3.885, sprd=0.023]
Ep 060/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:14,  1.39it/s, loss=0.732, pair=0.000, adv=3.885, sprd=0.023]
Ep 060/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:14,  1.39it/s, loss=0.722, pair=0.000, adv=4.143, sprd=0.022]
Ep 060/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:03,  1.46it/s, loss=0.722, pair=0.000, adv=4.143, sprd=0.022]
Ep 060/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:03,  1.46it/s, loss=0.718, pair=0.001, adv=3.862, sprd=0.023]
Ep 060/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.718, pair=0.001, adv=3.862, sprd=0.023]
Ep 060/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.700, pair=0.002, adv=3.953, sprd=0.018]
Ep 060/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.700, pair=0.002, adv=3.953, sprd=0.018]
Ep 060/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.731, pair=0.001, adv=3.856, sprd=0.025]
Ep 060/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:04,  1.44it/s, loss=0.731, pair=0.001, adv=3.856, sprd=0.025]
Ep 060/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:04,  1.44it/s, loss=0.719, pair=0.000, adv=4.084, sprd=0.024]
Ep 060/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:56,  1.50it/s, loss=0.719, pair=0.000, adv=4.084, sprd=0.024]
Ep 060/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<02:56,  1.50it/s, loss=0.718, pair=0.000, adv=3.875, sprd=0.020]
Ep 060/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:12,  1.37it/s, loss=0.718, pair=0.000, adv=3.875, sprd=0.020]
Ep 060/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:12,  1.37it/s, loss=0.738, pair=0.002, adv=3.862, sprd=0.028]
Ep 060/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<03:03,  1.44it/s, loss=0.738, pair=0.002, adv=3.862, sprd=0.028]
Ep 060/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<03:03,  1.44it/s, loss=0.721, pair=0.000, adv=4.003, sprd=0.022]
Ep 060/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:09,  1.38it/s, loss=0.721, pair=0.000, adv=4.003, sprd=0.022]
Ep 060/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:09,  1.38it/s, loss=0.731, pair=0.000, adv=3.461, sprd=0.023]
Ep 060/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:59,  1.46it/s, loss=0.731, pair=0.000, adv=3.461, sprd=0.023]
Ep 060/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:59,  1.46it/s, loss=0.710, pair=0.001, adv=3.884, sprd=0.020]
Ep 060/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.710, pair=0.001, adv=3.884, sprd=0.020]
Ep 060/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:00,  1.44it/s, loss=0.741, pair=0.000, adv=3.826, sprd=0.028]
Ep 060/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:54,  1.48it/s, loss=0.741, pair=0.000, adv=3.826, sprd=0.028]
Ep 060/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:54,  1.48it/s, loss=0.806, pair=0.002, adv=3.957, sprd=0.026]
Ep 060/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:01,  1.42it/s, loss=0.806, pair=0.002, adv=3.957, sprd=0.026]
Ep 060/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:01,  1.42it/s, loss=0.728, pair=0.000, adv=3.530, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:53,  1.48it/s, loss=0.728, pair=0.000, adv=3.530, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:53,  1.48it/s, loss=0.735, pair=0.000, adv=3.609, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:01,  1.41it/s, loss=0.735, pair=0.000, adv=3.609, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<03:01,  1.41it/s, loss=0.744, pair=0.000, adv=3.845, sprd=0.029]
Ep 060/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.744, pair=0.000, adv=3.845, sprd=0.029]
Ep 060/60 [S3:+sens]:  23%|▋  | 78/333 [00:55<02:53,  1.47it/s, loss=0.737, pair=0.000, adv=3.894, sprd=0.025]
Ep 060/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.737, pair=0.000, adv=3.894, sprd=0.025]
Ep 060/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.710, pair=0.003, adv=3.613, sprd=0.018]
Ep 060/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.710, pair=0.003, adv=3.613, sprd=0.018]
Ep 060/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:47,  1.51it/s, loss=0.714, pair=0.000, adv=3.838, sprd=0.022]
Ep 060/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:54,  1.44it/s, loss=0.714, pair=0.000, adv=3.838, sprd=0.022]
Ep 060/60 [S3:+sens]:  24%|▋  | 81/333 [00:57<02:54,  1.44it/s, loss=0.719, pair=0.001, adv=3.710, sprd=0.021]
Ep 060/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:45,  1.52it/s, loss=0.719, pair=0.001, adv=3.710, sprd=0.021]
Ep 060/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:45,  1.52it/s, loss=0.716, pair=0.000, adv=4.047, sprd=0.022]
Ep 060/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:52,  1.45it/s, loss=0.716, pair=0.000, adv=4.047, sprd=0.022]
Ep 060/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:52,  1.45it/s, loss=0.729, pair=0.000, adv=3.804, sprd=0.024]
Ep 060/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:45,  1.51it/s, loss=0.729, pair=0.000, adv=3.804, sprd=0.024]
Ep 060/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:45,  1.51it/s, loss=0.725, pair=0.000, adv=3.899, sprd=0.023]
Ep 060/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:52,  1.44it/s, loss=0.725, pair=0.000, adv=3.899, sprd=0.023]
Ep 060/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:52,  1.44it/s, loss=0.724, pair=0.000, adv=3.781, sprd=0.023]
Ep 060/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.724, pair=0.000, adv=3.781, sprd=0.023]
Ep 060/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:44,  1.50it/s, loss=0.689, pair=0.000, adv=3.360, sprd=0.014]
Ep 060/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:51,  1.44it/s, loss=0.689, pair=0.000, adv=3.360, sprd=0.014]
Ep 060/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:51,  1.44it/s, loss=0.717, pair=0.000, adv=4.094, sprd=0.022]
Ep 060/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.717, pair=0.000, adv=4.094, sprd=0.022]
Ep 060/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.737, pair=0.000, adv=3.762, sprd=0.026]
Ep 060/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.42it/s, loss=0.737, pair=0.000, adv=3.762, sprd=0.026]
Ep 060/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:51,  1.42it/s, loss=0.720, pair=0.000, adv=3.738, sprd=0.021]
Ep 060/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:41,  1.50it/s, loss=0.720, pair=0.000, adv=3.738, sprd=0.021]
Ep 060/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:41,  1.50it/s, loss=0.801, pair=0.000, adv=3.961, sprd=0.024]
Ep 060/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.801, pair=0.000, adv=3.961, sprd=0.024]
Ep 060/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.720, pair=0.001, adv=4.014, sprd=0.022]
Ep 060/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:38,  1.52it/s, loss=0.720, pair=0.001, adv=4.014, sprd=0.022]
Ep 060/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:38,  1.52it/s, loss=0.732, pair=0.001, adv=3.690, sprd=0.026]
Ep 060/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:51,  1.40it/s, loss=0.732, pair=0.001, adv=3.690, sprd=0.026]
Ep 060/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:51,  1.40it/s, loss=0.723, pair=0.001, adv=4.309, sprd=0.024]
Ep 060/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.723, pair=0.001, adv=4.309, sprd=0.024]
Ep 060/60 [S3:+sens]:  28%|▊  | 94/333 [01:06<02:41,  1.48it/s, loss=0.718, pair=0.001, adv=3.692, sprd=0.019]
Ep 060/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:49,  1.41it/s, loss=0.718, pair=0.001, adv=3.692, sprd=0.019]
Ep 060/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:49,  1.41it/s, loss=0.710, pair=0.003, adv=3.654, sprd=0.018]
Ep 060/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:38,  1.49it/s, loss=0.710, pair=0.003, adv=3.654, sprd=0.018]
Ep 060/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:38,  1.49it/s, loss=0.720, pair=0.003, adv=4.058, sprd=0.021]
Ep 060/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.44it/s, loss=0.720, pair=0.003, adv=4.058, sprd=0.021]
Ep 060/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.44it/s, loss=0.720, pair=0.001, adv=3.948, sprd=0.024]
Ep 060/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:37,  1.49it/s, loss=0.720, pair=0.001, adv=3.948, sprd=0.024]
Ep 060/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.49it/s, loss=0.718, pair=0.002, adv=3.728, sprd=0.019]
Ep 060/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:50,  1.37it/s, loss=0.718, pair=0.002, adv=3.728, sprd=0.019]
Ep 060/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:50,  1.37it/s, loss=0.724, pair=0.003, adv=3.663, sprd=0.022]
Ep 060/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:41,  1.45it/s, loss=0.724, pair=0.003, adv=3.663, sprd=0.022]
Ep 060/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:41,  1.45it/s, loss=0.714, pair=0.002, adv=3.823, sprd=0.019]
Ep 060/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.714, pair=0.002, adv=3.823, sprd=0.019]
Ep 060/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.706, pair=0.000, adv=4.002, sprd=0.018]
Ep 060/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.49it/s, loss=0.706, pair=0.000, adv=4.002, sprd=0.018]
Ep 060/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:34,  1.49it/s, loss=0.719, pair=0.000, adv=3.571, sprd=0.020]
Ep 060/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:49,  1.35it/s, loss=0.719, pair=0.000, adv=3.571, sprd=0.020]
Ep 060/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:49,  1.35it/s, loss=0.728, pair=0.000, adv=3.970, sprd=0.023]
Ep 060/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:40,  1.42it/s, loss=0.728, pair=0.000, adv=3.970, sprd=0.023]
Ep 060/60 [S3:+sens]:  31%|▌ | 104/333 [01:13<02:40,  1.42it/s, loss=0.725, pair=0.000, adv=4.169, sprd=0.024]
Ep 060/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:43,  1.40it/s, loss=0.725, pair=0.000, adv=4.169, sprd=0.024]
Ep 060/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:43,  1.40it/s, loss=0.708, pair=0.001, adv=3.889, sprd=0.020]
Ep 060/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:34,  1.47it/s, loss=0.708, pair=0.001, adv=3.889, sprd=0.020]
Ep 060/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:34,  1.47it/s, loss=0.797, pair=0.001, adv=3.866, sprd=0.026]
Ep 060/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:39,  1.41it/s, loss=0.797, pair=0.001, adv=3.866, sprd=0.026]
Ep 060/60 [S3:+sens]:  32%|▋ | 107/333 [01:15<02:39,  1.41it/s, loss=0.724, pair=0.001, adv=4.280, sprd=0.024]
Ep 060/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.49it/s, loss=0.724, pair=0.001, adv=4.280, sprd=0.024]
Ep 060/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.49it/s, loss=0.733, pair=0.003, adv=3.769, sprd=0.023]
Ep 060/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:42,  1.38it/s, loss=0.733, pair=0.003, adv=3.769, sprd=0.023]
Ep 060/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:42,  1.38it/s, loss=0.741, pair=0.001, adv=3.967, sprd=0.026]
Ep 060/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:34,  1.45it/s, loss=0.741, pair=0.001, adv=3.967, sprd=0.026]
Ep 060/60 [S3:+sens]:  33%|▋ | 110/333 [01:17<02:34,  1.45it/s, loss=0.717, pair=0.002, adv=4.046, sprd=0.023]
Ep 060/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.717, pair=0.002, adv=4.046, sprd=0.023]
Ep 060/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.708, pair=0.001, adv=4.203, sprd=0.020]
Ep 060/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:28,  1.49it/s, loss=0.708, pair=0.001, adv=4.203, sprd=0.020]
Ep 060/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:28,  1.49it/s, loss=0.790, pair=0.000, adv=4.028, sprd=0.024]
Ep 060/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.44it/s, loss=0.790, pair=0.000, adv=4.028, sprd=0.024]
Ep 060/60 [S3:+sens]:  34%|▋ | 113/333 [01:19<02:33,  1.44it/s, loss=0.734, pair=0.002, adv=3.753, sprd=0.025]
Ep 060/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.49it/s, loss=0.734, pair=0.002, adv=3.753, sprd=0.025]
Ep 060/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.49it/s, loss=0.744, pair=0.005, adv=3.794, sprd=0.028]
Ep 060/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.744, pair=0.005, adv=3.794, sprd=0.028]
Ep 060/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:33,  1.42it/s, loss=0.717, pair=0.000, adv=3.965, sprd=0.020]
Ep 060/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.51it/s, loss=0.717, pair=0.000, adv=3.965, sprd=0.020]
Ep 060/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:24,  1.51it/s, loss=0.720, pair=0.003, adv=3.904, sprd=0.022]
Ep 060/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:27,  1.47it/s, loss=0.720, pair=0.003, adv=3.904, sprd=0.022]
Ep 060/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:27,  1.47it/s, loss=0.738, pair=0.001, adv=3.933, sprd=0.025]
Ep 060/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:22,  1.51it/s, loss=0.738, pair=0.001, adv=3.933, sprd=0.025]
Ep 060/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:22,  1.51it/s, loss=0.720, pair=0.001, adv=3.781, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.45it/s, loss=0.720, pair=0.001, adv=3.781, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:27,  1.45it/s, loss=0.718, pair=0.001, adv=3.636, sprd=0.021]
Ep 060/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:21,  1.51it/s, loss=0.718, pair=0.001, adv=3.636, sprd=0.021]
Ep 060/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:21,  1.51it/s, loss=0.714, pair=0.001, adv=3.835, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:26,  1.45it/s, loss=0.714, pair=0.001, adv=3.835, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:26,  1.45it/s, loss=0.740, pair=0.000, adv=4.011, sprd=0.026]
Ep 060/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.49it/s, loss=0.740, pair=0.000, adv=4.011, sprd=0.026]
Ep 060/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:22,  1.49it/s, loss=0.781, pair=0.000, adv=3.842, sprd=0.019]
Ep 060/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.781, pair=0.000, adv=3.842, sprd=0.019]
Ep 060/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.717, pair=0.001, adv=3.622, sprd=0.019]
Ep 060/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:18,  1.50it/s, loss=0.717, pair=0.001, adv=3.622, sprd=0.019]
Ep 060/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.50it/s, loss=0.723, pair=0.000, adv=3.857, sprd=0.023]
Ep 060/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.723, pair=0.000, adv=3.857, sprd=0.023]
Ep 060/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:24,  1.44it/s, loss=0.742, pair=0.001, adv=4.201, sprd=0.027]
Ep 060/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.742, pair=0.001, adv=4.201, sprd=0.027]
Ep 060/60 [S3:+sens]:  38%|▊ | 126/333 [01:28<02:18,  1.49it/s, loss=0.709, pair=0.004, adv=3.791, sprd=0.019]
Ep 060/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.709, pair=0.004, adv=3.791, sprd=0.019]
Ep 060/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.714, pair=0.001, adv=3.987, sprd=0.022]
Ep 060/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.49it/s, loss=0.714, pair=0.001, adv=3.987, sprd=0.022]
Ep 060/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:17,  1.49it/s, loss=0.722, pair=0.000, adv=3.654, sprd=0.024]
Ep 060/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.722, pair=0.000, adv=3.654, sprd=0.024]
Ep 060/60 [S3:+sens]:  39%|▊ | 129/333 [01:30<02:23,  1.42it/s, loss=0.723, pair=0.000, adv=3.881, sprd=0.023]
Ep 060/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.723, pair=0.000, adv=3.881, sprd=0.023]
Ep 060/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.733, pair=0.003, adv=3.988, sprd=0.025]
Ep 060/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.733, pair=0.003, adv=3.988, sprd=0.025]
Ep 060/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:22,  1.42it/s, loss=0.734, pair=0.001, adv=3.937, sprd=0.023]
Ep 060/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.734, pair=0.001, adv=3.937, sprd=0.023]
Ep 060/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:15,  1.48it/s, loss=0.710, pair=0.000, adv=3.442, sprd=0.019]
Ep 060/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:18,  1.45it/s, loss=0.710, pair=0.000, adv=3.442, sprd=0.019]
Ep 060/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:18,  1.45it/s, loss=0.719, pair=0.001, adv=4.079, sprd=0.022]
Ep 060/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.719, pair=0.001, adv=4.079, sprd=0.022]
Ep 060/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:12,  1.50it/s, loss=0.713, pair=0.003, adv=4.003, sprd=0.020]
Ep 060/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.713, pair=0.003, adv=4.003, sprd=0.020]
Ep 060/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:17,  1.44it/s, loss=0.724, pair=0.001, adv=3.940, sprd=0.021]
Ep 060/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.49it/s, loss=0.724, pair=0.001, adv=3.940, sprd=0.021]
Ep 060/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.49it/s, loss=0.731, pair=0.001, adv=3.954, sprd=0.026]
Ep 060/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.45it/s, loss=0.731, pair=0.001, adv=3.954, sprd=0.026]
Ep 060/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.45it/s, loss=0.717, pair=0.000, adv=3.843, sprd=0.023]
Ep 060/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.717, pair=0.000, adv=3.843, sprd=0.023]
Ep 060/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:10,  1.50it/s, loss=0.708, pair=0.000, adv=3.691, sprd=0.020]
Ep 060/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.708, pair=0.000, adv=3.691, sprd=0.020]
Ep 060/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.719, pair=0.000, adv=3.688, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.719, pair=0.000, adv=3.688, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.722, pair=0.000, adv=3.883, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.43it/s, loss=0.722, pair=0.000, adv=3.883, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:13,  1.43it/s, loss=0.696, pair=0.001, adv=3.738, sprd=0.016]
Ep 060/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:06,  1.51it/s, loss=0.696, pair=0.001, adv=3.738, sprd=0.016]
Ep 060/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:06,  1.51it/s, loss=0.737, pair=0.000, adv=3.753, sprd=0.027]
Ep 060/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.42it/s, loss=0.737, pair=0.000, adv=3.753, sprd=0.027]
Ep 060/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.42it/s, loss=0.715, pair=0.000, adv=3.835, sprd=0.021]
Ep 060/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.49it/s, loss=0.715, pair=0.000, adv=3.835, sprd=0.021]
Ep 060/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:07,  1.49it/s, loss=0.709, pair=0.000, adv=4.095, sprd=0.020]
Ep 060/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=0.709, pair=0.000, adv=4.095, sprd=0.020]
Ep 060/60 [S3:+sens]:  44%|▊ | 145/333 [01:41<02:11,  1.43it/s, loss=0.748, pair=0.005, adv=3.817, sprd=0.028]
Ep 060/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:08,  1.46it/s, loss=0.748, pair=0.005, adv=3.817, sprd=0.028]
Ep 060/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:08,  1.46it/s, loss=0.705, pair=0.000, adv=3.940, sprd=0.018]
Ep 060/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.43it/s, loss=0.705, pair=0.000, adv=3.940, sprd=0.018]
Ep 060/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:10,  1.43it/s, loss=0.702, pair=0.004, adv=4.021, sprd=0.018]
Ep 060/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.50it/s, loss=0.702, pair=0.004, adv=4.021, sprd=0.018]
Ep 060/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:02,  1.50it/s, loss=0.731, pair=0.000, adv=3.542, sprd=0.025]
Ep 060/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.44it/s, loss=0.731, pair=0.000, adv=3.542, sprd=0.025]
Ep 060/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.44it/s, loss=0.726, pair=0.000, adv=3.994, sprd=0.024]
Ep 060/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.49it/s, loss=0.726, pair=0.000, adv=3.994, sprd=0.024]
Ep 060/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:02,  1.49it/s, loss=0.731, pair=0.000, adv=4.066, sprd=0.024]
Ep 060/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:10,  1.40it/s, loss=0.731, pair=0.000, adv=4.066, sprd=0.024]
Ep 060/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:10,  1.40it/s, loss=0.746, pair=0.000, adv=4.039, sprd=0.026]
Ep 060/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:04,  1.46it/s, loss=0.746, pair=0.000, adv=4.039, sprd=0.026]
Ep 060/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:04,  1.46it/s, loss=0.723, pair=0.006, adv=3.868, sprd=0.021]
Ep 060/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.43it/s, loss=0.723, pair=0.006, adv=3.868, sprd=0.021]
Ep 060/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:05,  1.43it/s, loss=0.717, pair=0.005, adv=3.784, sprd=0.019]
Ep 060/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.717, pair=0.005, adv=3.784, sprd=0.019]
Ep 060/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.49it/s, loss=0.718, pair=0.000, adv=3.661, sprd=0.019]
Ep 060/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.718, pair=0.000, adv=3.661, sprd=0.019]
Ep 060/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.709, pair=0.000, adv=4.096, sprd=0.021]
Ep 060/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.50it/s, loss=0.709, pair=0.000, adv=4.096, sprd=0.021]
Ep 060/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:58,  1.50it/s, loss=0.728, pair=0.000, adv=4.135, sprd=0.024]
Ep 060/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.728, pair=0.000, adv=4.135, sprd=0.024]
Ep 060/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:04,  1.41it/s, loss=0.714, pair=0.000, adv=3.762, sprd=0.020]
Ep 060/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:56,  1.50it/s, loss=0.714, pair=0.000, adv=3.762, sprd=0.020]
Ep 060/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<01:56,  1.50it/s, loss=0.799, pair=0.000, adv=3.739, sprd=0.027]
Ep 060/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.44it/s, loss=0.799, pair=0.000, adv=3.739, sprd=0.027]
Ep 060/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.44it/s, loss=0.732, pair=0.000, adv=4.283, sprd=0.024]
Ep 060/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.49it/s, loss=0.732, pair=0.000, adv=4.283, sprd=0.024]
Ep 060/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:55,  1.49it/s, loss=0.746, pair=0.001, adv=3.763, sprd=0.027]
Ep 060/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.746, pair=0.001, adv=3.763, sprd=0.027]
Ep 060/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.704, pair=0.000, adv=3.860, sprd=0.019]
Ep 060/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.50it/s, loss=0.704, pair=0.000, adv=3.860, sprd=0.019]
Ep 060/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.50it/s, loss=0.746, pair=0.001, adv=4.069, sprd=0.030]
Ep 060/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:59,  1.42it/s, loss=0.746, pair=0.001, adv=4.069, sprd=0.030]
Ep 060/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:59,  1.42it/s, loss=0.732, pair=0.000, adv=4.040, sprd=0.023]
Ep 060/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.732, pair=0.000, adv=4.040, sprd=0.023]
Ep 060/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:53,  1.49it/s, loss=0.718, pair=0.000, adv=3.492, sprd=0.020]
Ep 060/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.41it/s, loss=0.718, pair=0.000, adv=3.492, sprd=0.020]
Ep 060/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.41it/s, loss=0.728, pair=0.003, adv=3.831, sprd=0.023]
Ep 060/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:54,  1.46it/s, loss=0.728, pair=0.003, adv=3.831, sprd=0.023]
Ep 060/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:54,  1.46it/s, loss=0.727, pair=0.000, adv=4.178, sprd=0.023]
Ep 060/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.727, pair=0.000, adv=4.178, sprd=0.023]
Ep 060/60 [S3:+sens]:  50%|█ | 167/333 [01:56<01:57,  1.41it/s, loss=0.738, pair=0.005, adv=4.047, sprd=0.025]
Ep 060/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.47it/s, loss=0.738, pair=0.005, adv=4.047, sprd=0.025]
Ep 060/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.47it/s, loss=0.817, pair=0.002, adv=3.920, sprd=0.027]
Ep 060/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:58,  1.38it/s, loss=0.817, pair=0.002, adv=3.920, sprd=0.027]
Ep 060/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:58,  1.38it/s, loss=0.733, pair=0.004, adv=3.822, sprd=0.025]
Ep 060/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:53,  1.44it/s, loss=0.733, pair=0.004, adv=3.822, sprd=0.025]
Ep 060/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:53,  1.44it/s, loss=0.732, pair=0.000, adv=3.817, sprd=0.024]
Ep 060/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:56,  1.39it/s, loss=0.732, pair=0.000, adv=3.817, sprd=0.024]
Ep 060/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:56,  1.39it/s, loss=0.716, pair=0.000, adv=4.039, sprd=0.020]
Ep 060/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:49,  1.47it/s, loss=0.716, pair=0.000, adv=4.039, sprd=0.020]
Ep 060/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:49,  1.47it/s, loss=0.740, pair=0.001, adv=3.768, sprd=0.029]
Ep 060/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:53,  1.41it/s, loss=0.740, pair=0.001, adv=3.768, sprd=0.029]
Ep 060/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:53,  1.41it/s, loss=0.741, pair=0.007, adv=3.812, sprd=0.028]
Ep 060/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:48,  1.46it/s, loss=0.741, pair=0.007, adv=3.812, sprd=0.028]
Ep 060/60 [S3:+sens]:  52%|█ | 174/333 [02:01<01:48,  1.46it/s, loss=0.737, pair=0.006, adv=4.086, sprd=0.025]
Ep 060/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:53,  1.39it/s, loss=0.737, pair=0.006, adv=4.086, sprd=0.025]
Ep 060/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:53,  1.39it/s, loss=0.724, pair=0.006, adv=3.783, sprd=0.025]
Ep 060/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.724, pair=0.006, adv=3.783, sprd=0.025]
Ep 060/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:47,  1.46it/s, loss=0.708, pair=0.000, adv=3.307, sprd=0.018]
Ep 060/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.38it/s, loss=0.708, pair=0.000, adv=3.307, sprd=0.018]
Ep 060/60 [S3:+sens]:  53%|█ | 177/333 [02:03<01:52,  1.38it/s, loss=0.725, pair=0.003, adv=3.710, sprd=0.022]
Ep 060/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.47it/s, loss=0.725, pair=0.003, adv=3.710, sprd=0.022]
Ep 060/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.47it/s, loss=0.711, pair=0.000, adv=3.678, sprd=0.021]
Ep 060/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:48,  1.41it/s, loss=0.711, pair=0.000, adv=3.678, sprd=0.021]
Ep 060/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:48,  1.41it/s, loss=0.710, pair=0.000, adv=4.024, sprd=0.019]
Ep 060/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.710, pair=0.000, adv=4.024, sprd=0.019]
Ep 060/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:43,  1.48it/s, loss=0.703, pair=0.004, adv=3.483, sprd=0.016]
Ep 060/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.703, pair=0.004, adv=3.483, sprd=0.016]
Ep 060/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.751, pair=0.000, adv=3.485, sprd=0.029]
Ep 060/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.48it/s, loss=0.751, pair=0.000, adv=3.485, sprd=0.029]
Ep 060/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:41,  1.48it/s, loss=0.710, pair=0.002, adv=4.218, sprd=0.019]
Ep 060/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.710, pair=0.002, adv=4.218, sprd=0.019]
Ep 060/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:45,  1.42it/s, loss=0.726, pair=0.002, adv=4.216, sprd=0.023]
Ep 060/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.47it/s, loss=0.726, pair=0.002, adv=4.216, sprd=0.023]
Ep 060/60 [S3:+sens]:  55%|█ | 184/333 [02:08<01:41,  1.47it/s, loss=0.722, pair=0.001, adv=3.609, sprd=0.019]
Ep 060/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.41it/s, loss=0.722, pair=0.001, adv=3.609, sprd=0.019]
Ep 060/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.41it/s, loss=0.726, pair=0.000, adv=3.477, sprd=0.026]
Ep 060/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.47it/s, loss=0.726, pair=0.000, adv=3.477, sprd=0.026]
Ep 060/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:39,  1.47it/s, loss=0.742, pair=0.004, adv=4.250, sprd=0.024]
Ep 060/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:46,  1.37it/s, loss=0.742, pair=0.004, adv=4.250, sprd=0.024]
Ep 060/60 [S3:+sens]:  56%|█ | 187/333 [02:10<01:46,  1.37it/s, loss=0.745, pair=0.003, adv=4.024, sprd=0.030]
Ep 060/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:41,  1.43it/s, loss=0.745, pair=0.003, adv=4.024, sprd=0.030]
Ep 060/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:41,  1.43it/s, loss=0.723, pair=0.001, adv=3.518, sprd=0.021]
Ep 060/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.41it/s, loss=0.723, pair=0.001, adv=3.518, sprd=0.021]
Ep 060/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:42,  1.41it/s, loss=0.738, pair=0.006, adv=4.032, sprd=0.028]
Ep 060/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:37,  1.46it/s, loss=0.738, pair=0.006, adv=4.032, sprd=0.028]
Ep 060/60 [S3:+sens]:  57%|█▏| 190/333 [02:12<01:37,  1.46it/s, loss=0.716, pair=0.002, adv=4.100, sprd=0.021]
Ep 060/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:41,  1.40it/s, loss=0.716, pair=0.002, adv=4.100, sprd=0.021]
Ep 060/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:41,  1.40it/s, loss=0.719, pair=0.001, adv=3.888, sprd=0.021]
Ep 060/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:35,  1.48it/s, loss=0.719, pair=0.001, adv=3.888, sprd=0.021]
Ep 060/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:35,  1.48it/s, loss=0.786, pair=0.000, adv=4.039, sprd=0.021]
Ep 060/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.786, pair=0.000, adv=4.039, sprd=0.021]
Ep 060/60 [S3:+sens]:  58%|█▏| 193/333 [02:14<01:36,  1.45it/s, loss=0.736, pair=0.001, adv=4.008, sprd=0.027]
Ep 060/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.50it/s, loss=0.736, pair=0.001, adv=4.008, sprd=0.027]
Ep 060/60 [S3:+sens]:  58%|█▏| 194/333 [02:15<01:32,  1.50it/s, loss=0.740, pair=0.000, adv=4.086, sprd=0.024]
Ep 060/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:39,  1.38it/s, loss=0.740, pair=0.000, adv=4.086, sprd=0.024]
Ep 060/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:39,  1.38it/s, loss=0.736, pair=0.001, adv=3.767, sprd=0.026]
Ep 060/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:35,  1.44it/s, loss=0.736, pair=0.001, adv=3.767, sprd=0.026]
Ep 060/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:35,  1.44it/s, loss=0.713, pair=0.000, adv=3.632, sprd=0.020]
Ep 060/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:37,  1.40it/s, loss=0.713, pair=0.000, adv=3.632, sprd=0.020]
Ep 060/60 [S3:+sens]:  59%|█▏| 197/333 [02:17<01:37,  1.40it/s, loss=0.731, pair=0.000, adv=3.970, sprd=0.025]
Ep 060/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:32,  1.46it/s, loss=0.731, pair=0.000, adv=3.970, sprd=0.025]
Ep 060/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:32,  1.46it/s, loss=0.720, pair=0.001, adv=3.935, sprd=0.022]
Ep 060/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:38,  1.36it/s, loss=0.720, pair=0.001, adv=3.935, sprd=0.022]
Ep 060/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:38,  1.36it/s, loss=0.723, pair=0.002, adv=3.962, sprd=0.023]
Ep 060/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:31,  1.46it/s, loss=0.723, pair=0.002, adv=3.962, sprd=0.023]
Ep 060/60 [S3:+sens]:  60%|█▏| 200/333 [02:19<01:31,  1.46it/s, loss=0.731, pair=0.001, adv=4.231, sprd=0.024]
Ep 060/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:37,  1.35it/s, loss=0.731, pair=0.001, adv=4.231, sprd=0.024]
Ep 060/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:37,  1.35it/s, loss=0.729, pair=0.004, adv=3.923, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:31,  1.43it/s, loss=0.729, pair=0.004, adv=3.923, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:31,  1.43it/s, loss=0.776, pair=0.007, adv=3.607, sprd=0.019]
Ep 060/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.43it/s, loss=0.776, pair=0.007, adv=3.607, sprd=0.019]
Ep 060/60 [S3:+sens]:  61%|█▏| 203/333 [02:21<01:30,  1.43it/s, loss=0.740, pair=0.005, adv=4.102, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.48it/s, loss=0.740, pair=0.005, adv=4.102, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 204/333 [02:22<01:27,  1.48it/s, loss=0.712, pair=0.001, adv=3.942, sprd=0.019]
Ep 060/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:30,  1.42it/s, loss=0.712, pair=0.001, adv=3.942, sprd=0.019]
Ep 060/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:30,  1.42it/s, loss=0.728, pair=0.000, adv=3.994, sprd=0.022]
Ep 060/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.49it/s, loss=0.728, pair=0.000, adv=3.994, sprd=0.022]
Ep 060/60 [S3:+sens]:  62%|█▏| 206/333 [02:23<01:25,  1.49it/s, loss=0.732, pair=0.000, adv=4.067, sprd=0.026]
Ep 060/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.43it/s, loss=0.732, pair=0.000, adv=4.067, sprd=0.026]
Ep 060/60 [S3:+sens]:  62%|█▏| 207/333 [02:24<01:27,  1.43it/s, loss=0.721, pair=0.000, adv=4.165, sprd=0.023]
Ep 060/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.51it/s, loss=0.721, pair=0.000, adv=4.165, sprd=0.023]
Ep 060/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.51it/s, loss=0.746, pair=0.001, adv=4.208, sprd=0.031]
Ep 060/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:27,  1.42it/s, loss=0.746, pair=0.001, adv=4.208, sprd=0.031]
Ep 060/60 [S3:+sens]:  63%|█▎| 209/333 [02:25<01:27,  1.42it/s, loss=0.733, pair=0.001, adv=3.834, sprd=0.025]
Ep 060/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.733, pair=0.001, adv=3.834, sprd=0.025]
Ep 060/60 [S3:+sens]:  63%|█▎| 210/333 [02:26<01:22,  1.49it/s, loss=0.714, pair=0.000, adv=3.652, sprd=0.019]
Ep 060/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.42it/s, loss=0.714, pair=0.000, adv=3.652, sprd=0.019]
Ep 060/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.42it/s, loss=0.730, pair=0.000, adv=3.947, sprd=0.026]
Ep 060/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.48it/s, loss=0.730, pair=0.000, adv=3.947, sprd=0.026]
Ep 060/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:21,  1.48it/s, loss=0.707, pair=0.001, adv=3.641, sprd=0.019]
Ep 060/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.44it/s, loss=0.707, pair=0.001, adv=3.641, sprd=0.019]
Ep 060/60 [S3:+sens]:  64%|█▎| 213/333 [02:28<01:23,  1.44it/s, loss=0.738, pair=0.000, adv=4.019, sprd=0.027]
Ep 060/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.49it/s, loss=0.738, pair=0.000, adv=4.019, sprd=0.027]
Ep 060/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.49it/s, loss=0.710, pair=0.000, adv=3.918, sprd=0.020]
Ep 060/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.710, pair=0.000, adv=3.918, sprd=0.020]
Ep 060/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:21,  1.45it/s, loss=0.740, pair=0.002, adv=4.043, sprd=0.025]
Ep 060/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.48it/s, loss=0.740, pair=0.002, adv=4.043, sprd=0.025]
Ep 060/60 [S3:+sens]:  65%|█▎| 216/333 [02:30<01:18,  1.48it/s, loss=0.753, pair=0.000, adv=3.959, sprd=0.029]
Ep 060/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:24,  1.38it/s, loss=0.753, pair=0.000, adv=3.959, sprd=0.029]
Ep 060/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:24,  1.38it/s, loss=0.731, pair=0.000, adv=4.233, sprd=0.024]
Ep 060/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:19,  1.45it/s, loss=0.731, pair=0.000, adv=4.233, sprd=0.024]
Ep 060/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:19,  1.45it/s, loss=0.719, pair=0.001, adv=3.866, sprd=0.022]
Ep 060/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:22,  1.38it/s, loss=0.719, pair=0.001, adv=3.866, sprd=0.022]
Ep 060/60 [S3:+sens]:  66%|█▎| 219/333 [02:32<01:22,  1.38it/s, loss=0.708, pair=0.000, adv=3.420, sprd=0.018]
Ep 060/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:17,  1.46it/s, loss=0.708, pair=0.000, adv=3.420, sprd=0.018]
Ep 060/60 [S3:+sens]:  66%|█▎| 220/333 [02:33<01:17,  1.46it/s, loss=0.722, pair=0.001, adv=3.670, sprd=0.022]
Ep 060/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:21,  1.37it/s, loss=0.722, pair=0.001, adv=3.670, sprd=0.022]
Ep 060/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:21,  1.37it/s, loss=0.741, pair=0.000, adv=4.157, sprd=0.027]
Ep 060/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:17,  1.44it/s, loss=0.741, pair=0.000, adv=4.157, sprd=0.027]
Ep 060/60 [S3:+sens]:  67%|█▎| 222/333 [02:34<01:17,  1.44it/s, loss=0.707, pair=0.000, adv=3.697, sprd=0.018]
Ep 060/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:18,  1.40it/s, loss=0.707, pair=0.000, adv=3.697, sprd=0.018]
Ep 060/60 [S3:+sens]:  67%|█▎| 223/333 [02:35<01:18,  1.40it/s, loss=0.747, pair=0.000, adv=3.888, sprd=0.029]
Ep 060/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:14,  1.45it/s, loss=0.747, pair=0.000, adv=3.888, sprd=0.029]
Ep 060/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:14,  1.45it/s, loss=0.732, pair=0.000, adv=4.127, sprd=0.026]
Ep 060/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.41it/s, loss=0.732, pair=0.000, adv=4.127, sprd=0.026]
Ep 060/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:16,  1.41it/s, loss=0.744, pair=0.000, adv=4.068, sprd=0.026]
Ep 060/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:13,  1.46it/s, loss=0.744, pair=0.000, adv=4.068, sprd=0.026]
Ep 060/60 [S3:+sens]:  68%|█▎| 226/333 [02:37<01:13,  1.46it/s, loss=0.727, pair=0.001, adv=3.870, sprd=0.024]
Ep 060/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:14,  1.42it/s, loss=0.727, pair=0.001, adv=3.870, sprd=0.024]
Ep 060/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:14,  1.42it/s, loss=0.703, pair=0.000, adv=3.879, sprd=0.018]
Ep 060/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.51it/s, loss=0.703, pair=0.000, adv=3.879, sprd=0.018]
Ep 060/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:09,  1.51it/s, loss=0.729, pair=0.001, adv=3.944, sprd=0.023]
Ep 060/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.44it/s, loss=0.729, pair=0.001, adv=3.944, sprd=0.023]
Ep 060/60 [S3:+sens]:  69%|█▍| 229/333 [02:39<01:12,  1.44it/s, loss=0.723, pair=0.000, adv=4.087, sprd=0.025]
Ep 060/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:08,  1.50it/s, loss=0.723, pair=0.000, adv=4.087, sprd=0.025]
Ep 060/60 [S3:+sens]:  69%|█▍| 230/333 [02:40<01:08,  1.50it/s, loss=0.707, pair=0.000, adv=4.039, sprd=0.018]
Ep 060/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:10,  1.44it/s, loss=0.707, pair=0.000, adv=4.039, sprd=0.018]
Ep 060/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:10,  1.44it/s, loss=0.734, pair=0.000, adv=3.924, sprd=0.026]
Ep 060/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.49it/s, loss=0.734, pair=0.000, adv=3.924, sprd=0.026]
Ep 060/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:07,  1.49it/s, loss=0.715, pair=0.000, adv=4.092, sprd=0.019]
Ep 060/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.715, pair=0.000, adv=4.092, sprd=0.019]
Ep 060/60 [S3:+sens]:  70%|█▍| 233/333 [02:42<01:10,  1.42it/s, loss=0.719, pair=0.001, adv=3.847, sprd=0.023]
Ep 060/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.49it/s, loss=0.719, pair=0.001, adv=3.847, sprd=0.023]
Ep 060/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.49it/s, loss=0.737, pair=0.000, adv=3.814, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:11,  1.37it/s, loss=0.737, pair=0.000, adv=3.814, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:11,  1.37it/s, loss=0.708, pair=0.003, adv=3.663, sprd=0.020]
Ep 060/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.48it/s, loss=0.708, pair=0.003, adv=3.663, sprd=0.020]
Ep 060/60 [S3:+sens]:  71%|█▍| 236/333 [02:44<01:05,  1.48it/s, loss=0.708, pair=0.000, adv=4.139, sprd=0.018]
Ep 060/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:08,  1.40it/s, loss=0.708, pair=0.000, adv=4.139, sprd=0.018]
Ep 060/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:08,  1.40it/s, loss=0.737, pair=0.003, adv=4.033, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:05,  1.46it/s, loss=0.737, pair=0.003, adv=4.033, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:05,  1.46it/s, loss=0.724, pair=0.000, adv=3.730, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:09,  1.35it/s, loss=0.724, pair=0.000, adv=3.730, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 239/333 [02:46<01:09,  1.35it/s, loss=0.723, pair=0.001, adv=4.152, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:04,  1.43it/s, loss=0.723, pair=0.001, adv=4.152, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 240/333 [02:47<01:04,  1.43it/s, loss=0.716, pair=0.004, adv=3.543, sprd=0.021]
Ep 060/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:05,  1.40it/s, loss=0.716, pair=0.004, adv=3.543, sprd=0.021]
Ep 060/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:05,  1.40it/s, loss=0.729, pair=0.000, adv=3.883, sprd=0.026]
Ep 060/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.47it/s, loss=0.729, pair=0.000, adv=3.883, sprd=0.026]
Ep 060/60 [S3:+sens]:  73%|█▍| 242/333 [02:48<01:02,  1.47it/s, loss=0.739, pair=0.000, adv=3.983, sprd=0.027]
Ep 060/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:04,  1.39it/s, loss=0.739, pair=0.000, adv=3.983, sprd=0.027]
Ep 060/60 [S3:+sens]:  73%|█▍| 243/333 [02:49<01:04,  1.39it/s, loss=0.733, pair=0.000, adv=3.697, sprd=0.025]
Ep 060/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<01:01,  1.45it/s, loss=0.733, pair=0.000, adv=3.697, sprd=0.025]
Ep 060/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<01:01,  1.45it/s, loss=0.721, pair=0.000, adv=4.300, sprd=0.023]
Ep 060/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.40it/s, loss=0.721, pair=0.000, adv=4.300, sprd=0.023]
Ep 060/60 [S3:+sens]:  74%|█▍| 245/333 [02:50<01:02,  1.40it/s, loss=0.728, pair=0.000, adv=4.329, sprd=0.024]
Ep 060/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:59,  1.46it/s, loss=0.728, pair=0.000, adv=4.329, sprd=0.024]
Ep 060/60 [S3:+sens]:  74%|█▍| 246/333 [02:51<00:59,  1.46it/s, loss=0.713, pair=0.000, adv=3.499, sprd=0.020]
Ep 060/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:00,  1.43it/s, loss=0.713, pair=0.000, adv=3.499, sprd=0.020]
Ep 060/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:00,  1.43it/s, loss=0.714, pair=0.000, adv=4.160, sprd=0.018]
Ep 060/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.49it/s, loss=0.714, pair=0.000, adv=4.160, sprd=0.018]
Ep 060/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:57,  1.49it/s, loss=0.713, pair=0.000, adv=3.736, sprd=0.021]
Ep 060/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.41it/s, loss=0.713, pair=0.000, adv=3.736, sprd=0.021]
Ep 060/60 [S3:+sens]:  75%|█▍| 249/333 [02:53<00:59,  1.41it/s, loss=0.708, pair=0.000, adv=3.989, sprd=0.016]
Ep 060/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.708, pair=0.000, adv=3.989, sprd=0.016]
Ep 060/60 [S3:+sens]:  75%|█▌| 250/333 [02:54<00:55,  1.50it/s, loss=0.725, pair=0.000, adv=4.092, sprd=0.023]
Ep 060/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.725, pair=0.000, adv=4.092, sprd=0.023]
Ep 060/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.712, pair=0.003, adv=4.106, sprd=0.019]
Ep 060/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.712, pair=0.003, adv=4.106, sprd=0.019]
Ep 060/60 [S3:+sens]:  76%|█▌| 252/333 [02:55<00:54,  1.49it/s, loss=0.723, pair=0.001, adv=3.641, sprd=0.023]
Ep 060/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:55,  1.43it/s, loss=0.723, pair=0.001, adv=3.641, sprd=0.023]
Ep 060/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:55,  1.43it/s, loss=0.710, pair=0.000, adv=3.686, sprd=0.017]
Ep 060/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.51it/s, loss=0.710, pair=0.000, adv=3.686, sprd=0.017]
Ep 060/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.51it/s, loss=0.806, pair=0.003, adv=3.912, sprd=0.023]
Ep 060/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.806, pair=0.003, adv=3.912, sprd=0.023]
Ep 060/60 [S3:+sens]:  77%|█▌| 255/333 [02:57<00:54,  1.43it/s, loss=0.749, pair=0.006, adv=3.807, sprd=0.028]
Ep 060/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.48it/s, loss=0.749, pair=0.006, adv=3.807, sprd=0.028]
Ep 060/60 [S3:+sens]:  77%|█▌| 256/333 [02:58<00:51,  1.48it/s, loss=0.732, pair=0.002, adv=3.810, sprd=0.024]
Ep 060/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:54,  1.40it/s, loss=0.732, pair=0.002, adv=3.810, sprd=0.024]
Ep 060/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:54,  1.40it/s, loss=0.733, pair=0.001, adv=4.021, sprd=0.026]
Ep 060/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.733, pair=0.001, adv=4.021, sprd=0.026]
Ep 060/60 [S3:+sens]:  77%|█▌| 258/333 [02:59<00:50,  1.48it/s, loss=0.712, pair=0.000, adv=4.162, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.42it/s, loss=0.712, pair=0.000, adv=4.162, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 259/333 [03:00<00:52,  1.42it/s, loss=0.708, pair=0.000, adv=3.352, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:48,  1.49it/s, loss=0.708, pair=0.000, adv=3.352, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:48,  1.49it/s, loss=0.809, pair=0.000, adv=3.644, sprd=0.029]
Ep 060/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.43it/s, loss=0.809, pair=0.000, adv=3.644, sprd=0.029]
Ep 060/60 [S3:+sens]:  78%|█▌| 261/333 [03:01<00:50,  1.43it/s, loss=0.708, pair=0.004, adv=3.593, sprd=0.018]
Ep 060/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:46,  1.53it/s, loss=0.708, pair=0.004, adv=3.593, sprd=0.018]
Ep 060/60 [S3:+sens]:  79%|█▌| 262/333 [03:02<00:46,  1.53it/s, loss=0.730, pair=0.002, adv=4.216, sprd=0.026]
Ep 060/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.44it/s, loss=0.730, pair=0.002, adv=4.216, sprd=0.026]
Ep 060/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.44it/s, loss=0.693, pair=0.000, adv=4.075, sprd=0.015]
Ep 060/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.693, pair=0.000, adv=4.075, sprd=0.015]
Ep 060/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:45,  1.52it/s, loss=0.706, pair=0.001, adv=3.834, sprd=0.019]
Ep 060/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:46,  1.46it/s, loss=0.706, pair=0.001, adv=3.834, sprd=0.019]
Ep 060/60 [S3:+sens]:  80%|█▌| 265/333 [03:04<00:46,  1.46it/s, loss=0.748, pair=0.000, adv=4.522, sprd=0.029]
Ep 060/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.49it/s, loss=0.748, pair=0.000, adv=4.522, sprd=0.029]
Ep 060/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.49it/s, loss=0.720, pair=0.000, adv=3.965, sprd=0.021]
Ep 060/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.44it/s, loss=0.720, pair=0.000, adv=3.965, sprd=0.021]
Ep 060/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:45,  1.44it/s, loss=0.743, pair=0.000, adv=3.860, sprd=0.030]
Ep 060/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.48it/s, loss=0.743, pair=0.000, adv=3.860, sprd=0.030]
Ep 060/60 [S3:+sens]:  80%|█▌| 268/333 [03:06<00:43,  1.48it/s, loss=0.714, pair=0.000, adv=3.866, sprd=0.022]
Ep 060/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:45,  1.42it/s, loss=0.714, pair=0.000, adv=3.866, sprd=0.022]
Ep 060/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:45,  1.42it/s, loss=0.726, pair=0.000, adv=4.270, sprd=0.025]
Ep 060/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.726, pair=0.000, adv=4.270, sprd=0.025]
Ep 060/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:42,  1.48it/s, loss=0.725, pair=0.001, adv=3.810, sprd=0.024]
Ep 060/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.43it/s, loss=0.725, pair=0.001, adv=3.810, sprd=0.024]
Ep 060/60 [S3:+sens]:  81%|█▋| 271/333 [03:08<00:43,  1.43it/s, loss=0.740, pair=0.002, adv=4.060, sprd=0.025]
Ep 060/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.49it/s, loss=0.740, pair=0.002, adv=4.060, sprd=0.025]
Ep 060/60 [S3:+sens]:  82%|█▋| 272/333 [03:09<00:40,  1.49it/s, loss=0.728, pair=0.001, adv=3.888, sprd=0.025]
Ep 060/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.40it/s, loss=0.728, pair=0.001, adv=3.888, sprd=0.025]
Ep 060/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.40it/s, loss=0.727, pair=0.001, adv=3.837, sprd=0.023]
Ep 060/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.46it/s, loss=0.727, pair=0.001, adv=3.837, sprd=0.023]
Ep 060/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:40,  1.46it/s, loss=0.719, pair=0.007, adv=3.898, sprd=0.020]
Ep 060/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.39it/s, loss=0.719, pair=0.007, adv=3.898, sprd=0.020]
Ep 060/60 [S3:+sens]:  83%|█▋| 275/333 [03:11<00:41,  1.39it/s, loss=0.731, pair=0.001, adv=3.696, sprd=0.022]
Ep 060/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.47it/s, loss=0.731, pair=0.001, adv=3.696, sprd=0.022]
Ep 060/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.47it/s, loss=0.724, pair=0.000, adv=3.758, sprd=0.021]
Ep 060/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.40it/s, loss=0.724, pair=0.000, adv=3.758, sprd=0.021]
Ep 060/60 [S3:+sens]:  83%|█▋| 277/333 [03:12<00:39,  1.40it/s, loss=0.748, pair=0.000, adv=4.063, sprd=0.031]
Ep 060/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.45it/s, loss=0.748, pair=0.000, adv=4.063, sprd=0.031]
Ep 060/60 [S3:+sens]:  83%|█▋| 278/333 [03:13<00:37,  1.45it/s, loss=0.708, pair=0.002, adv=3.939, sprd=0.019]
Ep 060/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:38,  1.40it/s, loss=0.708, pair=0.002, adv=3.939, sprd=0.019]
Ep 060/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:38,  1.40it/s, loss=0.715, pair=0.000, adv=3.871, sprd=0.020]
Ep 060/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:36,  1.46it/s, loss=0.715, pair=0.000, adv=3.871, sprd=0.020]
Ep 060/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:36,  1.46it/s, loss=0.726, pair=0.000, adv=3.821, sprd=0.022]
Ep 060/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.42it/s, loss=0.726, pair=0.000, adv=3.821, sprd=0.022]
Ep 060/60 [S3:+sens]:  84%|█▋| 281/333 [03:15<00:36,  1.42it/s, loss=0.726, pair=0.000, adv=4.135, sprd=0.023]
Ep 060/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.48it/s, loss=0.726, pair=0.000, adv=4.135, sprd=0.023]
Ep 060/60 [S3:+sens]:  85%|█▋| 282/333 [03:16<00:34,  1.48it/s, loss=0.753, pair=0.001, adv=3.844, sprd=0.029]
Ep 060/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:35,  1.40it/s, loss=0.753, pair=0.001, adv=3.844, sprd=0.029]
Ep 060/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:35,  1.40it/s, loss=0.727, pair=0.000, adv=3.948, sprd=0.022]
Ep 060/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.46it/s, loss=0.727, pair=0.000, adv=3.948, sprd=0.022]
Ep 060/60 [S3:+sens]:  85%|█▋| 284/333 [03:17<00:33,  1.46it/s, loss=0.711, pair=0.002, adv=4.075, sprd=0.019]
Ep 060/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:34,  1.41it/s, loss=0.711, pair=0.002, adv=4.075, sprd=0.019]
Ep 060/60 [S3:+sens]:  86%|█▋| 285/333 [03:18<00:34,  1.41it/s, loss=0.749, pair=0.000, adv=4.137, sprd=0.030]
Ep 060/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:32,  1.46it/s, loss=0.749, pair=0.000, adv=4.137, sprd=0.030]
Ep 060/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:32,  1.46it/s, loss=0.713, pair=0.000, adv=3.811, sprd=0.022]
Ep 060/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.41it/s, loss=0.713, pair=0.000, adv=3.811, sprd=0.022]
Ep 060/60 [S3:+sens]:  86%|█▋| 287/333 [03:19<00:32,  1.41it/s, loss=0.716, pair=0.000, adv=3.854, sprd=0.021]
Ep 060/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.47it/s, loss=0.716, pair=0.000, adv=3.854, sprd=0.021]
Ep 060/60 [S3:+sens]:  86%|█▋| 288/333 [03:20<00:30,  1.47it/s, loss=0.725, pair=0.000, adv=3.909, sprd=0.021]
Ep 060/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:32,  1.34it/s, loss=0.725, pair=0.000, adv=3.909, sprd=0.021]
Ep 060/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:32,  1.34it/s, loss=0.710, pair=0.005, adv=3.813, sprd=0.016]
Ep 060/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.44it/s, loss=0.710, pair=0.005, adv=3.813, sprd=0.016]
Ep 060/60 [S3:+sens]:  87%|█▋| 290/333 [03:21<00:29,  1.44it/s, loss=0.740, pair=0.000, adv=4.250, sprd=0.026]
Ep 060/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:30,  1.39it/s, loss=0.740, pair=0.000, adv=4.250, sprd=0.026]
Ep 060/60 [S3:+sens]:  87%|█▋| 291/333 [03:22<00:30,  1.39it/s, loss=0.714, pair=0.000, adv=4.050, sprd=0.020]
Ep 060/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:28,  1.46it/s, loss=0.714, pair=0.000, adv=4.050, sprd=0.020]
Ep 060/60 [S3:+sens]:  88%|█▊| 292/333 [03:23<00:28,  1.46it/s, loss=0.730, pair=0.000, adv=4.007, sprd=0.024]
Ep 060/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:28,  1.40it/s, loss=0.730, pair=0.000, adv=4.007, sprd=0.024]
Ep 060/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:28,  1.40it/s, loss=0.714, pair=0.003, adv=4.053, sprd=0.020]
Ep 060/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.48it/s, loss=0.714, pair=0.003, adv=4.053, sprd=0.020]
Ep 060/60 [S3:+sens]:  88%|█▊| 294/333 [03:24<00:26,  1.48it/s, loss=0.712, pair=0.000, adv=4.178, sprd=0.019]
Ep 060/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:26,  1.44it/s, loss=0.712, pair=0.000, adv=4.178, sprd=0.019]
Ep 060/60 [S3:+sens]:  89%|█▊| 295/333 [03:25<00:26,  1.44it/s, loss=0.712, pair=0.000, adv=3.789, sprd=0.020]
Ep 060/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:24,  1.49it/s, loss=0.712, pair=0.000, adv=3.789, sprd=0.020]
Ep 060/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:24,  1.49it/s, loss=0.799, pair=0.001, adv=4.371, sprd=0.022]
Ep 060/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.43it/s, loss=0.799, pair=0.001, adv=4.371, sprd=0.022]
Ep 060/60 [S3:+sens]:  89%|█▊| 297/333 [03:26<00:25,  1.43it/s, loss=0.715, pair=0.000, adv=4.101, sprd=0.021]
Ep 060/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.50it/s, loss=0.715, pair=0.000, adv=4.101, sprd=0.021]
Ep 060/60 [S3:+sens]:  89%|█▊| 298/333 [03:27<00:23,  1.50it/s, loss=0.731, pair=0.000, adv=3.880, sprd=0.023]
Ep 060/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.38it/s, loss=0.731, pair=0.000, adv=3.880, sprd=0.023]
Ep 060/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.38it/s, loss=0.742, pair=0.007, adv=4.284, sprd=0.025]
Ep 060/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.45it/s, loss=0.742, pair=0.007, adv=4.284, sprd=0.025]
Ep 060/60 [S3:+sens]:  90%|█▊| 300/333 [03:28<00:22,  1.45it/s, loss=0.746, pair=0.008, adv=4.090, sprd=0.026]
Ep 060/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:23,  1.39it/s, loss=0.746, pair=0.008, adv=4.090, sprd=0.026]
Ep 060/60 [S3:+sens]:  90%|█▊| 301/333 [03:29<00:23,  1.39it/s, loss=0.725, pair=0.002, adv=4.076, sprd=0.021]
Ep 060/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:21,  1.45it/s, loss=0.725, pair=0.002, adv=4.076, sprd=0.021]
Ep 060/60 [S3:+sens]:  91%|█▊| 302/333 [03:30<00:21,  1.45it/s, loss=0.750, pair=0.000, adv=3.653, sprd=0.026]
Ep 060/60 [S3:+sens]:  91%|█▊| 303/333 [03:30<00:22,  1.32it/s, loss=0.750, pair=0.000, adv=3.653, sprd=0.026]
Ep 060/60 [S3:+sens]:  91%|█▊| 303/333 [03:30<00:22,  1.32it/s, loss=0.734, pair=0.002, adv=4.073, sprd=0.025]
Ep 060/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:20,  1.41it/s, loss=0.734, pair=0.002, adv=4.073, sprd=0.025]
Ep 060/60 [S3:+sens]:  91%|█▊| 304/333 [03:31<00:20,  1.41it/s, loss=0.705, pair=0.000, adv=3.780, sprd=0.018]
Ep 060/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:20,  1.37it/s, loss=0.705, pair=0.000, adv=3.780, sprd=0.018]
Ep 060/60 [S3:+sens]:  92%|█▊| 305/333 [03:32<00:20,  1.37it/s, loss=0.727, pair=0.003, adv=3.657, sprd=0.025]
Ep 060/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.44it/s, loss=0.727, pair=0.003, adv=3.657, sprd=0.025]
Ep 060/60 [S3:+sens]:  92%|█▊| 306/333 [03:33<00:18,  1.44it/s, loss=0.753, pair=0.004, adv=4.022, sprd=0.030]
Ep 060/60 [S3:+sens]:  92%|█▊| 307/333 [03:33<00:19,  1.35it/s, loss=0.753, pair=0.004, adv=4.022, sprd=0.030]
Ep 060/60 [S3:+sens]:  92%|█▊| 307/333 [03:33<00:19,  1.35it/s, loss=0.715, pair=0.001, adv=4.001, sprd=0.022]
Ep 060/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:17,  1.45it/s, loss=0.715, pair=0.001, adv=4.001, sprd=0.022]
Ep 060/60 [S3:+sens]:  92%|█▊| 308/333 [03:34<00:17,  1.45it/s, loss=0.731, pair=0.000, adv=3.668, sprd=0.025]
Ep 060/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:17,  1.37it/s, loss=0.731, pair=0.000, adv=3.668, sprd=0.025]
Ep 060/60 [S3:+sens]:  93%|█▊| 309/333 [03:35<00:17,  1.37it/s, loss=0.709, pair=0.001, adv=4.236, sprd=0.020]
Ep 060/60 [S3:+sens]:  93%|█▊| 310/333 [03:35<00:15,  1.47it/s, loss=0.709, pair=0.001, adv=4.236, sprd=0.020]
Ep 060/60 [S3:+sens]:  93%|█▊| 310/333 [03:35<00:15,  1.47it/s, loss=0.716, pair=0.001, adv=3.731, sprd=0.022]
Ep 060/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.38it/s, loss=0.716, pair=0.001, adv=3.731, sprd=0.022]
Ep 060/60 [S3:+sens]:  93%|█▊| 311/333 [03:36<00:15,  1.38it/s, loss=0.734, pair=0.005, adv=3.917, sprd=0.026]
Ep 060/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:14,  1.45it/s, loss=0.734, pair=0.005, adv=3.917, sprd=0.026]
Ep 060/60 [S3:+sens]:  94%|█▊| 312/333 [03:37<00:14,  1.45it/s, loss=0.700, pair=0.008, adv=3.977, sprd=0.017]
Ep 060/60 [S3:+sens]:  94%|█▉| 313/333 [03:37<00:14,  1.42it/s, loss=0.700, pair=0.008, adv=3.977, sprd=0.017]
Ep 060/60 [S3:+sens]:  94%|█▉| 313/333 [03:37<00:14,  1.42it/s, loss=0.724, pair=0.001, adv=3.764, sprd=0.023]
Ep 060/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.724, pair=0.001, adv=3.764, sprd=0.023]
Ep 060/60 [S3:+sens]:  94%|█▉| 314/333 [03:38<00:12,  1.49it/s, loss=0.726, pair=0.000, adv=4.322, sprd=0.023]
Ep 060/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.726, pair=0.000, adv=4.322, sprd=0.023]
Ep 060/60 [S3:+sens]:  95%|█▉| 315/333 [03:39<00:12,  1.43it/s, loss=0.713, pair=0.003, adv=4.192, sprd=0.020]
Ep 060/60 [S3:+sens]:  95%|█▉| 316/333 [03:39<00:11,  1.49it/s, loss=0.713, pair=0.003, adv=4.192, sprd=0.020]
Ep 060/60 [S3:+sens]:  95%|█▉| 316/333 [03:39<00:11,  1.49it/s, loss=0.733, pair=0.001, adv=4.051, sprd=0.025]
Ep 060/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.41it/s, loss=0.733, pair=0.001, adv=4.051, sprd=0.025]
Ep 060/60 [S3:+sens]:  95%|█▉| 317/333 [03:40<00:11,  1.41it/s, loss=0.737, pair=0.004, adv=4.296, sprd=0.027]
Ep 060/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.737, pair=0.004, adv=4.296, sprd=0.027]
Ep 060/60 [S3:+sens]:  95%|█▉| 318/333 [03:41<00:10,  1.48it/s, loss=0.733, pair=0.001, adv=4.215, sprd=0.024]
Ep 060/60 [S3:+sens]:  96%|█▉| 319/333 [03:41<00:09,  1.43it/s, loss=0.733, pair=0.001, adv=4.215, sprd=0.024]
Ep 060/60 [S3:+sens]:  96%|█▉| 319/333 [03:41<00:09,  1.43it/s, loss=0.730, pair=0.004, adv=3.701, sprd=0.025]
Ep 060/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.49it/s, loss=0.730, pair=0.004, adv=3.701, sprd=0.025]
Ep 060/60 [S3:+sens]:  96%|█▉| 320/333 [03:42<00:08,  1.49it/s, loss=0.702, pair=0.002, adv=3.415, sprd=0.014]
Ep 060/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.702, pair=0.002, adv=3.415, sprd=0.014]
Ep 060/60 [S3:+sens]:  96%|█▉| 321/333 [03:43<00:08,  1.42it/s, loss=0.739, pair=0.006, adv=3.865, sprd=0.027]
Ep 060/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.49it/s, loss=0.739, pair=0.006, adv=3.865, sprd=0.027]
Ep 060/60 [S3:+sens]:  97%|█▉| 322/333 [03:44<00:07,  1.49it/s, loss=0.700, pair=0.000, adv=3.314, sprd=0.017]
Ep 060/60 [S3:+sens]:  97%|█▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.700, pair=0.000, adv=3.314, sprd=0.017]
Ep 060/60 [S3:+sens]:  97%|█▉| 323/333 [03:44<00:07,  1.42it/s, loss=0.737, pair=0.003, adv=3.884, sprd=0.027]
Ep 060/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.737, pair=0.003, adv=3.884, sprd=0.027]
Ep 060/60 [S3:+sens]:  97%|█▉| 324/333 [03:45<00:06,  1.48it/s, loss=0.714, pair=0.006, adv=4.397, sprd=0.021]
Ep 060/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.42it/s, loss=0.714, pair=0.006, adv=4.397, sprd=0.021]
Ep 060/60 [S3:+sens]:  98%|█▉| 325/333 [03:46<00:05,  1.42it/s, loss=0.740, pair=0.008, adv=4.237, sprd=0.028]
Ep 060/60 [S3:+sens]:  98%|█▉| 326/333 [03:46<00:04,  1.49it/s, loss=0.740, pair=0.008, adv=4.237, sprd=0.028]
Ep 060/60 [S3:+sens]:  98%|█▉| 326/333 [03:46<00:04,  1.49it/s, loss=0.719, pair=0.007, adv=3.946, sprd=0.020]
Ep 060/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.719, pair=0.007, adv=3.946, sprd=0.020]
Ep 060/60 [S3:+sens]:  98%|█▉| 327/333 [03:47<00:04,  1.42it/s, loss=0.743, pair=0.001, adv=3.971, sprd=0.028]
Ep 060/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.743, pair=0.001, adv=3.971, sprd=0.028]
Ep 060/60 [S3:+sens]:  98%|█▉| 328/333 [03:48<00:03,  1.49it/s, loss=0.720, pair=0.001, adv=4.187, sprd=0.021]
Ep 060/60 [S3:+sens]:  99%|█▉| 329/333 [03:48<00:02,  1.45it/s, loss=0.720, pair=0.001, adv=4.187, sprd=0.021]
Ep 060/60 [S3:+sens]:  99%|█▉| 329/333 [03:48<00:02,  1.45it/s, loss=0.709, pair=0.003, adv=3.659, sprd=0.019]
Ep 060/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:01,  1.53it/s, loss=0.709, pair=0.003, adv=3.659, sprd=0.019]
Ep 060/60 [S3:+sens]:  99%|█▉| 330/333 [03:49<00:01,  1.53it/s, loss=0.711, pair=0.003, adv=4.025, sprd=0.019]
Ep 060/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.46it/s, loss=0.711, pair=0.003, adv=4.025, sprd=0.019]
Ep 060/60 [S3:+sens]:  99%|█▉| 331/333 [03:50<00:01,  1.46it/s, loss=0.709, pair=0.005, adv=4.174, sprd=0.018]
Ep 060/60 [S3:+sens]: 100%|█▉| 332/333 [03:50<00:00,  1.53it/s, loss=0.709, pair=0.005, adv=4.174, sprd=0.018]
Ep 060/60 [S3:+sens]: 100%|█▉| 332/333 [03:50<00:00,  1.53it/s, loss=0.748, pair=0.004, adv=4.181, sprd=0.031]
Ep 060/60 [S3:+sens]: 100%|██| 333/333 [03:50<00:00,  1.44it/s, loss=0.748, pair=0.004, adv=4.181, sprd=0.031]
                                                                                                              
Epoch 060/60 [S3:+sens]  loss=0.7279  mat=0.2414  sens=1.0117  pair=0.0016  adv=3.9096(rand=3.37)  deg=0.0079  orth=0.0004  spread=0.0228  q_mean=49.4  q_std=15.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=5.07e-06  231s
Training finished. Checkpoint: /home/aiserver/works/fingerprint/sifq/checkpoints/v16/last.pt
Metrics: /home/aiserver/works/fingerprint/sifq/checkpoints/v16/metrics.jsonl
[auto-eval] Training done. Starting eval v16...
[eval_v16] Running inference on /home/aiserver/works/fingerprint/sifq/checkpoints/v16/last.pt ...
Loading checkpoint: /home/aiserver/works/fingerprint/sifq/checkpoints/v16/last.pt
Model loaded. Device: cuda
After excluding sensors {'R_500_slap', 'S_500_slap', 'R_1000_slap'}: 16061 records remain
Discovered 16061 records
  4000/16061 done
  8000/16061 done
  12000/16061 done
  16000/16061 done
Done. Scores saved to: /home/aiserver/works/fingerprint/sifq/eval_results/sifq_scores_v16.jsonl
[eval_v16] Inference done: /home/aiserver/works/fingerprint/sifq/eval_results/sifq_scores_v16.jsonl
[eval_v16] Running evaluation (Track 2 + Track 4, exclude: R_1000_slap,R_500_slap,S_500_slap)...
Loaded 16061 SIFQ score records from /home/aiserver/works/fingerprint/sifq/eval_results/sifq_scores_v16.jsonl
After excluding sensors {'S_500_slap', 'R_1000_slap', 'R_500_slap'}: 16061 records remain
[Track 2] Computing sensor invariance...
  Sensor invariance done. Mean KS=0.5272, Pearson=0.0462
[Track 1] Skipped (--skip-track1)
[Track 4] Computing concept grounding (crosstalk matrix)...
  Crosstalk matrix saved.

============================================================
EVALUATION SUMMARY
============================================================

Track 2 — Sensor Invariance:
  SIFQ      : Mean KS = 0.5272  Pearson = 0.0462

Plots and JSON saved to: /home/aiserver/works/fingerprint/sifq/eval_results/v16
Full summary: /home/aiserver/works/fingerprint/sifq/eval_results/v16/eval_summary.json
[eval_v16] Eval done. Results in /home/aiserver/works/fingerprint/sifq/eval_results/v16
[eval_v16] Generating score milestone samples...
Saved → /home/aiserver/works/fingerprint/sifq/eval_results/v16/milestone_samples.png
[eval_v16] Milestone image: /home/aiserver/works/fingerprint/sifq/eval_results/v16/milestone_samples.png

=== SUMMARY ===
{
  "track2_sensor_invariance": {
    "SIFQ": {
      "mean_ks_across_sensors": 0.5272,
      "cross_sensor_pearson": 0.0462,
      "n_sensor_pairs": 55,
      "per_pair_ks": [
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "R_500_slap-segmented",
          "ks_stat": 0.05434782608695652,
          "p_value": 0.1320745696538678
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "S_500_slap-segmented",
          "ks_stat": 0.09484702093397746,
          "p_value": 0.00024014221643273002
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "U_1000_roll",
          "ks_stat": 0.9055652173913044,
          "p_value": 0.0
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "U_500_roll",
          "ks_stat": 0.9009782608695652,
          "p_value": 1e-323
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "V_1000_roll",
          "ks_stat": 0.8969565217391304,
          "p_value": 3.5e-323
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "V_500_roll",
          "ks_stat": 0.8960652173913044,
          "p_value": 4e-323
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "flat_K_500",
          "ks_stat": 0.07522206638616176,
          "p_value": 0.00991008978116467
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "flat_L_500",
          "ks_stat": 0.3796928916494134,
          "p_value": 6.085154463760978e-81
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "flat_M_500",
          "ks_stat": 0.06692883977415032,
          "p_value": 0.006791819352039834
        },
        {
          "sensor_a": "R_1000_slap-segmented",
          "sensor_b": "flat_P_500",
          "ks_stat": 0.40323749415614774,
          "p_value": 9.783267148496503e-32
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "S_500_slap-segmented",
          "ks_stat": 0.09154589371980676,
          "p_value": 0.00044446303412186574
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "U_1000_roll",
          "ks_stat": 0.9017391304347826,
          "p_value": 5e-324
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "U_500_roll",
          "ks_stat": 0.898695652173913,
          "p_value": 2.5e-323
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "V_1000_roll",
          "ks_stat": 0.893695652173913,
          "p_value": 5.4e-323
        },
        {
          "sensor_a": "R_500_slap-segmented",
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          "ks_stat": 0.8925869565217391,
          "p_value": 6.4e-323
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "flat_K_500",
          "ks_stat": 0.07560776063581112,
          "p_value": 0.009386816417467761
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "flat_L_500",
          "ks_stat": 0.383429617756406,
          "p_value": 1.4037761049766196e-82
        },
        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "flat_M_500",
          "ks_stat": 0.06556561284794692,
          "p_value": 0.008533514940583945
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        {
          "sensor_a": "R_500_slap-segmented",
          "sensor_b": "flat_P_500",
          "ks_stat": 0.40802555711391614,
          "p_value": 1.6518271484288515e-32
        },
        {
          "sensor_a": "S_500_slap-segmented",
          "sensor_b": "U_1000_roll",
          "ks_stat": 0.8651666666666666,
          "p_value": 0.0
        },
        {
          "sensor_a": "S_500_slap-segmented",
          "sensor_b": "U_500_roll",
          "ks_stat": 0.8682222222222222,
          "p_value": 0.0
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        {
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          "p_value": 0.0
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        {
          "sensor_a": "S_500_slap-segmented",
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          "ks_stat": 0.858037037037037,
          "p_value": 0.0
        },
        {
          "sensor_a": "S_500_slap-segmented",
          "sensor_b": "flat_K_500",
          "ks_stat": 0.15543608124253286,
          "p_value": 5.237822385926621e-11
        },
        {
          "sensor_a": "S_500_slap-segmented",
          "sensor_b": "flat_L_500",
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          "p_value": 4.7617448101531875e-60
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        {
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          "ks_stat": 0.036253813186607524,
          "p_value": 0.30795813143103323
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        {
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          "p_value": 8.284478069222066e-23
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        {
          "sensor_a": "U_1000_roll",
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          "ks_stat": 0.014,
          "p_value": 0.9895783885519281
        },
        {
          "sensor_a": "U_1000_roll",
          "sensor_b": "V_1000_roll",
          "ks_stat": 0.055,
          "p_value": 0.004708470314656832
        },
        {
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        {
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          "p_value": 2.6132421369660983e-115
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        {
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        {
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          "p_value": 9.788298447059547e-115
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        {
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        {
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        {
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        {
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          "p_value": 2.4942366774303913e-104
        },
        {
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          "p_value": 1.565401569672259e-103
        },
        {
          "sensor_a": "flat_K_500",
          "sensor_b": "flat_L_500",
          "ks_stat": 0.440757808499744,
          "p_value": 9.36840995953277e-111
        },
        {
          "sensor_a": "flat_K_500",
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          "p_value": 5.325532833300835e-10
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        {
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          "p_value": 7.750665646671734e-45
        },
        {
          "sensor_a": "flat_L_500",
          "sensor_b": "flat_M_500",
          "ks_stat": 0.3291030474358646,
          "p_value": 9.294471646847383e-95
        },
        {
          "sensor_a": "flat_L_500",
          "sensor_b": "flat_P_500",
          "ks_stat": 0.17050691244239632,
          "p_value": 1.1724731582112579e-06
        },
        {
          "sensor_a": "flat_M_500",
          "sensor_b": "flat_P_500",
          "ks_stat": 0.3532231803108264,
          "p_value": 1.0297304841971504e-27
        }
      ]
    }
  },
  "track4_concept_grounding": [
    {
      "degradation": "blur",
      "orientation_coherence": 0.56321608040201,
      "ridge_valley_clarity": 0.3966444161104028,
      "continuity": 0.4887872196804921,
      "noise_level": -0.23053776344408614,
      "contrast_uniformity": 0.009583739593489838,
      "minutiae_reliability": 0.14232655816395415
    },
    {
      "degradation": "noise",
      "orientation_coherence": -0.47784894622365565,
      "ridge_valley_clarity": -0.18398559963999103,
      "continuity": -0.3550363759093978,
      "noise_level": -0.4036375909397735,
      "contrast_uniformity": -0.1942983574589365,
      "minutiae_reliability": 0.02637665941648542
    },
    {
      "degradation": "jpeg",
      "orientation_coherence": 0.16724368109202734,
      "ridge_valley_clarity": -0.02685367134178355,
      "continuity": -0.0004875121878046952,
      "noise_level": -0.1558778969474237,
      "contrast_uniformity": 0.21694592364809123,
      "minutiae_reliability": -0.14989124728118203
    },
    {
      "degradation": "occlusion",
      "orientation_coherence": -0.01383484587114678,
      "ridge_valley_clarity": -0.1840801020025501,
      "continuity": 0.12120753018825471,
      "noise_level": -0.19931448286207157,
      "contrast_uniformity": -0.05336683417085427,
      "minutiae_reliability": -0.16972624315607893
    },
    {
      "degradation": "dry_skin",
      "orientation_coherence": -0.45166579164479115,
      "ridge_valley_clarity": -0.7423235580889523,
      "continuity": -0.4910522763069078,
      "noise_level": 0.13560939023475588,
      "contrast_uniformity": 0.4807050176254407,
      "minutiae_reliability": -0.5345368634215856
    },
    {
      "degradation": "wet_press",
      "orientation_coherence": 0.3559228980724519,
      "ridge_valley_clarity": -0.28735168379209486,
      "continuity": 0.39607740193504837,
      "noise_level": -0.26920723018075454,
      "contrast_uniformity": 0.10458111452786321,
      "minutiae_reliability": 0.03420535513387835
    }
  ]
}