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llmvc
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INFO:2024-09-28 07:57:59,853: --- epoch 1 ---
INFO:2024-09-28 07:57:59,853: train/loss     : 2.5861
INFO:2024-09-28 07:57:59,853: train/ctc      : 1.1484
INFO:2024-09-28 07:57:59,854: train/s2s      : 1.4377
INFO:2024-09-28 07:57:59,854: train/learning_rate: 0.0005
INFO:2024-09-28 07:57:59,854: eval/ctc       : 0.0057
INFO:2024-09-28 07:57:59,854: eval/s2s       : 0.4316
INFO:2024-09-28 07:57:59,854: eval/loss      : 0.4373
INFO:2024-09-28 07:57:59,855: eval/wer       : 0.3867
INFO:2024-09-28 07:57:59,855: eval/acc       : 0.8678
INFO:2024-09-28 08:47:53,556: --- epoch 2 ---
INFO:2024-09-28 08:47:53,557: train/loss     : 0.3208
INFO:2024-09-28 08:47:53,557: train/ctc      : -0.0801
INFO:2024-09-28 08:47:53,557: train/s2s      : 0.4009
INFO:2024-09-28 08:47:53,557: train/learning_rate: 0.0005
INFO:2024-09-28 08:47:53,558: eval/ctc       : -0.2404
INFO:2024-09-28 08:47:53,558: eval/s2s       : 0.2679
INFO:2024-09-28 08:47:53,558: eval/loss      : 0.0275
INFO:2024-09-28 08:47:53,558: eval/wer       : 0.3329
INFO:2024-09-28 08:47:53,558: eval/acc       : 0.9194
INFO:2024-09-28 09:37:43,119: --- epoch 3 ---
INFO:2024-09-28 09:37:43,119: train/loss     : 0.1035
INFO:2024-09-28 09:37:43,119: train/ctc      : -0.2020
INFO:2024-09-28 09:37:43,120: train/s2s      : 0.3055
INFO:2024-09-28 09:37:43,120: train/learning_rate: 0.0005
INFO:2024-09-28 09:37:43,120: eval/ctc       : -0.2982
INFO:2024-09-28 09:37:43,120: eval/s2s       : 0.2253
INFO:2024-09-28 09:37:43,120: eval/loss      : -0.0729
INFO:2024-09-28 09:37:43,120: eval/wer       : 0.3084
INFO:2024-09-28 09:37:43,120: eval/acc       : 0.9329
INFO:2024-09-28 10:27:31,962: --- epoch 4 ---
INFO:2024-09-28 10:27:31,963: train/loss     : 0.0245
INFO:2024-09-28 10:27:31,963: train/ctc      : -0.2481
INFO:2024-09-28 10:27:31,963: train/s2s      : 0.2726
INFO:2024-09-28 10:27:31,963: train/learning_rate: 0.0005
INFO:2024-09-28 10:27:31,963: eval/ctc       : -0.3198
INFO:2024-09-28 10:27:31,963: eval/s2s       : 0.2270
INFO:2024-09-28 10:27:31,963: eval/loss      : -0.0928
INFO:2024-09-28 10:27:31,963: eval/wer       : 0.3001
INFO:2024-09-28 10:27:31,964: eval/acc       : 0.9331
INFO:2024-09-28 11:17:21,217: --- epoch 5 ---
INFO:2024-09-28 11:17:21,217: train/loss     : -0.0193
INFO:2024-09-28 11:17:21,217: train/ctc      : -0.2738
INFO:2024-09-28 11:17:21,218: train/s2s      : 0.2544
INFO:2024-09-28 11:17:21,218: train/learning_rate: 0.0005
INFO:2024-09-28 11:17:21,218: eval/ctc       : -0.3372
INFO:2024-09-28 11:17:21,218: eval/s2s       : 0.2005
INFO:2024-09-28 11:17:21,218: eval/loss      : -0.1367
INFO:2024-09-28 11:17:21,218: eval/wer       : 0.2917
INFO:2024-09-28 11:17:21,218: eval/acc       : 0.9413
INFO:2024-09-28 12:08:24,669: --- epoch 6 ---
INFO:2024-09-28 12:08:24,670: train/loss     : -0.0501
INFO:2024-09-28 12:08:24,670: train/ctc      : -0.2919
INFO:2024-09-28 12:08:24,670: train/s2s      : 0.2417
INFO:2024-09-28 12:08:24,670: train/learning_rate: 0.0005
INFO:2024-09-28 12:08:24,670: eval/ctc       : -0.3509
INFO:2024-09-28 12:08:24,670: eval/s2s       : 0.1930
INFO:2024-09-28 12:08:24,670: eval/loss      : -0.1579
INFO:2024-09-28 12:08:24,670: eval/wer       : 0.2869
INFO:2024-09-28 12:08:24,670: eval/acc       : 0.9430
INFO:2024-09-28 12:58:23,565: --- epoch 7 ---
INFO:2024-09-28 12:58:23,565: train/loss     : -0.0703
INFO:2024-09-28 12:58:23,566: train/ctc      : -0.3035
INFO:2024-09-28 12:58:23,566: train/s2s      : 0.2333
INFO:2024-09-28 12:58:23,566: train/learning_rate: 0.0005
INFO:2024-09-28 12:58:23,566: eval/ctc       : -0.3658
INFO:2024-09-28 12:58:23,566: eval/s2s       : 0.1822
INFO:2024-09-28 12:58:23,566: eval/loss      : -0.1836
INFO:2024-09-28 12:58:23,566: eval/wer       : 0.2933
INFO:2024-09-28 12:58:23,566: eval/acc       : 0.9464
INFO:2024-09-28 13:48:38,355: --- epoch 8 ---
INFO:2024-09-28 13:48:38,356: train/loss     : -0.0902
INFO:2024-09-28 13:48:38,356: train/ctc      : -0.3156
INFO:2024-09-28 13:48:38,356: train/s2s      : 0.2254
INFO:2024-09-28 13:48:38,356: train/learning_rate: 0.0005
INFO:2024-09-28 13:48:38,356: eval/ctc       : -0.3643
INFO:2024-09-28 13:48:38,356: eval/s2s       : 0.1844
INFO:2024-09-28 13:48:38,356: eval/loss      : -0.1798
INFO:2024-09-28 13:48:38,357: eval/wer       : 0.2790
INFO:2024-09-28 13:48:38,357: eval/acc       : 0.9455
INFO:2024-09-28 14:39:15,493: --- epoch 9 ---
INFO:2024-09-28 14:39:15,494: train/loss     : -0.1028
INFO:2024-09-28 14:39:15,494: train/ctc      : -0.3234
INFO:2024-09-28 14:39:15,494: train/s2s      : 0.2206
INFO:2024-09-28 14:39:15,494: train/learning_rate: 0.0005
INFO:2024-09-28 14:39:15,494: eval/ctc       : -0.3738
INFO:2024-09-28 14:39:15,494: eval/s2s       : 0.1760
INFO:2024-09-28 14:39:15,494: eval/loss      : -0.1978
INFO:2024-09-28 14:39:15,494: eval/wer       : 0.2776
INFO:2024-09-28 14:39:15,494: eval/acc       : 0.9480
INFO:2024-09-28 15:29:09,779: --- epoch 10 ---
INFO:2024-09-28 15:29:09,780: train/loss     : -0.1173
INFO:2024-09-28 15:29:09,780: train/ctc      : -0.3323
INFO:2024-09-28 15:29:09,780: train/s2s      : 0.2151
INFO:2024-09-28 15:29:09,780: train/learning_rate: 0.0005
INFO:2024-09-28 15:29:09,780: eval/ctc       : -0.3836
INFO:2024-09-28 15:29:09,780: eval/s2s       : 0.1799
INFO:2024-09-28 15:29:09,780: eval/loss      : -0.2037
INFO:2024-09-28 15:29:09,780: eval/wer       : 0.2766
INFO:2024-09-28 15:29:09,780: eval/acc       : 0.9480
INFO:2024-09-28 16:19:32,734: --- epoch 11 ---
INFO:2024-09-28 16:19:32,735: train/loss     : -0.1294
INFO:2024-09-28 16:19:32,735: train/ctc      : -0.3397
INFO:2024-09-28 16:19:32,735: train/s2s      : 0.2103
INFO:2024-09-28 16:19:32,735: train/learning_rate: 0.0005
INFO:2024-09-28 16:19:32,735: eval/ctc       : -0.3881
INFO:2024-09-28 16:19:32,735: eval/s2s       : 0.1727
INFO:2024-09-28 16:19:32,735: eval/loss      : -0.2154
INFO:2024-09-28 16:19:32,736: eval/wer       : 0.2772
INFO:2024-09-28 16:19:32,736: eval/acc       : 0.9475
INFO:2024-09-28 17:10:10,551: --- epoch 12 ---
INFO:2024-09-28 17:10:10,551: train/loss     : -0.1388
INFO:2024-09-28 17:10:10,552: train/ctc      : -0.3458
INFO:2024-09-28 17:10:10,552: train/s2s      : 0.2070
INFO:2024-09-28 17:10:10,552: train/learning_rate: 0.0005
INFO:2024-09-28 17:10:10,553: eval/ctc       : -0.3955
INFO:2024-09-28 17:10:10,553: eval/s2s       : 0.1680
INFO:2024-09-28 17:10:10,553: eval/loss      : -0.2275
INFO:2024-09-28 17:10:10,553: eval/wer       : 0.2772
INFO:2024-09-28 17:10:10,553: eval/acc       : 0.9504
INFO:2024-09-28 18:00:36,470: --- epoch 13 ---
INFO:2024-09-28 18:00:36,471: train/loss     : -0.1448
INFO:2024-09-28 18:00:36,471: train/ctc      : -0.3498
INFO:2024-09-28 18:00:36,472: train/s2s      : 0.2050
INFO:2024-09-28 18:00:36,472: train/learning_rate: 0.0005
INFO:2024-09-28 18:00:36,472: eval/ctc       : -0.3931
INFO:2024-09-28 18:00:36,473: eval/s2s       : 0.1637
INFO:2024-09-28 18:00:36,473: eval/loss      : -0.2294
INFO:2024-09-28 18:00:36,473: eval/wer       : 0.2702
INFO:2024-09-28 18:00:36,473: eval/acc       : 0.9507
INFO:2024-09-28 18:51:17,172: --- epoch 14 ---
INFO:2024-09-28 18:51:17,172: train/loss     : -0.1538
INFO:2024-09-28 18:51:17,172: train/ctc      : -0.3551
INFO:2024-09-28 18:51:17,172: train/s2s      : 0.2013
INFO:2024-09-28 18:51:17,172: train/learning_rate: 0.0005
INFO:2024-09-28 18:51:17,173: eval/ctc       : -0.4101
INFO:2024-09-28 18:51:17,173: eval/s2s       : 0.1617
INFO:2024-09-28 18:51:17,173: eval/loss      : -0.2485
INFO:2024-09-28 18:51:17,173: eval/wer       : 0.2755
INFO:2024-09-28 18:51:17,173: eval/acc       : 0.9537
INFO:2024-09-28 19:44:09,217: --- epoch 15 ---
INFO:2024-09-28 19:44:09,218: train/loss     : -0.1598
INFO:2024-09-28 19:44:09,218: train/ctc      : -0.3596
INFO:2024-09-28 19:44:09,218: train/s2s      : 0.1998
INFO:2024-09-28 19:44:09,218: train/learning_rate: 0.0005
INFO:2024-09-28 19:44:09,218: eval/ctc       : -0.4109
INFO:2024-09-28 19:44:09,218: eval/s2s       : 0.1604
INFO:2024-09-28 19:44:09,218: eval/loss      : -0.2505
INFO:2024-09-28 19:44:09,219: eval/wer       : 0.2617
INFO:2024-09-28 19:44:09,219: eval/acc       : 0.9540
INFO:2024-09-28 20:34:31,991: --- epoch 16 ---
INFO:2024-09-28 20:34:31,991: train/loss     : -0.1664
INFO:2024-09-28 20:34:31,991: train/ctc      : -0.3637
INFO:2024-09-28 20:34:31,991: train/s2s      : 0.1974
INFO:2024-09-28 20:34:31,991: train/learning_rate: 0.0005
INFO:2024-09-28 20:34:31,991: eval/ctc       : -0.4164
INFO:2024-09-28 20:34:31,991: eval/s2s       : 0.1702
INFO:2024-09-28 20:34:31,991: eval/loss      : -0.2462
INFO:2024-09-28 20:34:31,991: eval/wer       : 0.2747
INFO:2024-09-28 20:34:31,991: eval/acc       : 0.9506
INFO:2024-09-28 21:25:51,588: --- epoch 17 ---
INFO:2024-09-28 21:25:51,589: train/loss     : -0.1707
INFO:2024-09-28 21:25:51,589: train/ctc      : -0.3659
INFO:2024-09-28 21:25:51,589: train/s2s      : 0.1953
INFO:2024-09-28 21:25:51,589: train/learning_rate: 0.0005
INFO:2024-09-28 21:25:51,589: eval/ctc       : -0.3967
INFO:2024-09-28 21:25:51,589: eval/s2s       : 0.1683
INFO:2024-09-28 21:25:51,589: eval/loss      : -0.2284
INFO:2024-09-28 21:25:51,590: eval/wer       : 0.2718
INFO:2024-09-28 21:25:51,590: eval/acc       : 0.9501
INFO:2024-09-28 22:15:12,321: --- epoch 18 ---
INFO:2024-09-28 22:15:12,321: train/loss     : -0.1746
INFO:2024-09-28 22:15:12,322: train/ctc      : -0.3683
INFO:2024-09-28 22:15:12,322: train/s2s      : 0.1936
INFO:2024-09-28 22:15:12,322: train/learning_rate: 0.0005
INFO:2024-09-28 22:15:12,322: eval/ctc       : -0.4111
INFO:2024-09-28 22:15:12,322: eval/s2s       : 0.1590
INFO:2024-09-28 22:15:12,322: eval/loss      : -0.2521
INFO:2024-09-28 22:15:12,322: eval/wer       : 0.2569
INFO:2024-09-28 22:15:12,322: eval/acc       : 0.9534
INFO:2024-09-28 23:05:08,353: --- epoch 19 ---
INFO:2024-09-28 23:05:08,353: train/loss     : -0.1800
INFO:2024-09-28 23:05:08,353: train/ctc      : -0.3714
INFO:2024-09-28 23:05:08,353: train/s2s      : 0.1914
INFO:2024-09-28 23:05:08,353: train/learning_rate: 0.0005
INFO:2024-09-28 23:05:08,353: eval/ctc       : -0.4206
INFO:2024-09-28 23:05:08,354: eval/s2s       : 0.1579
INFO:2024-09-28 23:05:08,354: eval/loss      : -0.2628
INFO:2024-09-28 23:05:08,354: eval/wer       : 0.2643
INFO:2024-09-28 23:05:08,354: eval/acc       : 0.9545
INFO:2024-09-28 23:54:55,243: --- epoch 20 ---
INFO:2024-09-28 23:54:55,243: train/loss     : -0.1834
INFO:2024-09-28 23:54:55,244: train/ctc      : -0.3738
INFO:2024-09-28 23:54:55,244: train/s2s      : 0.1904
INFO:2024-09-28 23:54:55,244: train/learning_rate: 0.0005
INFO:2024-09-28 23:54:55,244: eval/ctc       : -0.4109
INFO:2024-09-28 23:54:55,244: eval/s2s       : 0.1599
INFO:2024-09-28 23:54:55,244: eval/loss      : -0.2510
INFO:2024-09-28 23:54:55,244: eval/wer       : 0.2613
INFO:2024-09-28 23:54:55,244: eval/acc       : 0.9527
INFO:2024-09-29 00:45:22,692: --- epoch 21 ---
INFO:2024-09-29 00:45:22,693: train/loss     : -0.1883
INFO:2024-09-29 00:45:22,693: train/ctc      : -0.3767
INFO:2024-09-29 00:45:22,693: train/s2s      : 0.1885
INFO:2024-09-29 00:45:22,693: train/learning_rate: 0.0005
INFO:2024-09-29 00:45:22,693: eval/ctc       : -0.4174
INFO:2024-09-29 00:45:22,693: eval/s2s       : 0.1610
INFO:2024-09-29 00:45:22,693: eval/loss      : -0.2564
INFO:2024-09-29 00:45:22,693: eval/wer       : 0.2623
INFO:2024-09-29 00:45:22,693: eval/acc       : 0.9534
INFO:2024-09-29 01:35:17,240: --- epoch 22 ---
INFO:2024-09-29 01:35:17,241: train/loss     : -0.1940
INFO:2024-09-29 01:35:17,241: train/ctc      : -0.3805
INFO:2024-09-29 01:35:17,241: train/s2s      : 0.1866
INFO:2024-09-29 01:35:17,241: train/learning_rate: 0.0005
INFO:2024-09-29 01:35:17,241: eval/ctc       : -0.4249
INFO:2024-09-29 01:35:17,241: eval/s2s       : 0.1579
INFO:2024-09-29 01:35:17,241: eval/loss      : -0.2669
INFO:2024-09-29 01:35:17,241: eval/wer       : 0.2663
INFO:2024-09-29 01:35:17,241: eval/acc       : 0.9554
INFO:2024-09-29 02:25:06,941: --- epoch 23 ---
INFO:2024-09-29 02:25:06,941: train/loss     : -0.1954
INFO:2024-09-29 02:25:06,942: train/ctc      : -0.3814
INFO:2024-09-29 02:25:06,942: train/s2s      : 0.1860
INFO:2024-09-29 02:25:06,942: train/learning_rate: 0.0005
INFO:2024-09-29 02:25:06,942: eval/ctc       : -0.4228
INFO:2024-09-29 02:25:06,942: eval/s2s       : 0.1515
INFO:2024-09-29 02:25:06,942: eval/loss      : -0.2713
INFO:2024-09-29 02:25:06,942: eval/wer       : 0.2715
INFO:2024-09-29 02:25:06,942: eval/acc       : 0.9566
INFO:2024-09-29 03:15:09,968: --- epoch 24 ---
INFO:2024-09-29 03:15:09,969: train/loss     : -0.1990
INFO:2024-09-29 03:15:09,969: train/ctc      : -0.3838
INFO:2024-09-29 03:15:09,969: train/s2s      : 0.1848
INFO:2024-09-29 03:15:09,969: train/learning_rate: 0.0005
INFO:2024-09-29 03:15:09,969: eval/ctc       : -0.4147
INFO:2024-09-29 03:15:09,969: eval/s2s       : 0.1599
INFO:2024-09-29 03:15:09,969: eval/loss      : -0.2548
INFO:2024-09-29 03:15:09,969: eval/wer       : 0.2656
INFO:2024-09-29 03:15:09,969: eval/acc       : 0.9542
INFO:2024-09-29 04:05:22,466: --- epoch 25 ---
INFO:2024-09-29 04:05:22,467: train/loss     : -0.2018
INFO:2024-09-29 04:05:22,467: train/ctc      : -0.3853
INFO:2024-09-29 04:05:22,468: train/s2s      : 0.1835
INFO:2024-09-29 04:05:22,468: train/learning_rate: 0.0005
INFO:2024-09-29 04:05:22,468: eval/ctc       : -0.4164
INFO:2024-09-29 04:05:22,468: eval/s2s       : 0.1607
INFO:2024-09-29 04:05:22,468: eval/loss      : -0.2557
INFO:2024-09-29 04:05:22,468: eval/wer       : 0.2605
INFO:2024-09-29 04:05:22,468: eval/acc       : 0.9534
INFO:2024-09-29 04:54:44,031: --- epoch 26 ---
INFO:2024-09-29 04:54:44,031: train/loss     : -0.2047
INFO:2024-09-29 04:54:44,031: train/ctc      : -0.3871
INFO:2024-09-29 04:54:44,031: train/s2s      : 0.1824
INFO:2024-09-29 04:54:44,031: train/learning_rate: 0.0005
INFO:2024-09-29 04:54:44,031: eval/ctc       : -0.4363
INFO:2024-09-29 04:54:44,032: eval/s2s       : 0.1514
INFO:2024-09-29 04:54:44,032: eval/loss      : -0.2849
INFO:2024-09-29 04:54:44,032: eval/wer       : 0.2563
INFO:2024-09-29 04:54:44,032: eval/acc       : 0.9568
INFO:2024-09-29 05:46:38,590: --- epoch 27 ---
INFO:2024-09-29 05:46:38,590: train/loss     : -0.2083
INFO:2024-09-29 05:46:38,590: train/ctc      : -0.3894
INFO:2024-09-29 05:46:38,591: train/s2s      : 0.1811
INFO:2024-09-29 05:46:38,591: train/learning_rate: 0.0005
INFO:2024-09-29 05:46:38,591: eval/ctc       : -0.4302
INFO:2024-09-29 05:46:38,591: eval/s2s       : 0.1554
INFO:2024-09-29 05:46:38,591: eval/loss      : -0.2748
INFO:2024-09-29 05:46:38,591: eval/wer       : 0.2586
INFO:2024-09-29 05:46:38,591: eval/acc       : 0.9555
INFO:2024-09-29 06:35:40,091: --- epoch 28 ---
INFO:2024-09-29 06:35:40,091: train/loss     : -0.2115
INFO:2024-09-29 06:35:40,091: train/ctc      : -0.3920
INFO:2024-09-29 06:35:40,091: train/s2s      : 0.1805
INFO:2024-09-29 06:35:40,091: train/learning_rate: 0.0005
INFO:2024-09-29 06:35:40,092: eval/ctc       : -0.4307
INFO:2024-09-29 06:35:40,092: eval/s2s       : 0.1521
INFO:2024-09-29 06:35:40,092: eval/loss      : -0.2786
INFO:2024-09-29 06:35:40,092: eval/wer       : 0.2614
INFO:2024-09-29 06:35:40,092: eval/acc       : 0.9556
INFO:2024-09-29 07:25:03,692: --- epoch 29 ---
INFO:2024-09-29 07:25:03,692: train/loss     : -0.2144
INFO:2024-09-29 07:25:03,692: train/ctc      : -0.3942
INFO:2024-09-29 07:25:03,692: train/s2s      : 0.1798
INFO:2024-09-29 07:25:03,692: train/learning_rate: 0.0005
INFO:2024-09-29 07:25:03,692: eval/ctc       : -0.4278
INFO:2024-09-29 07:25:03,692: eval/s2s       : 0.1550
INFO:2024-09-29 07:25:03,692: eval/loss      : -0.2729
INFO:2024-09-29 07:25:03,692: eval/wer       : 0.2618
INFO:2024-09-29 07:25:03,692: eval/acc       : 0.9566
INFO:2024-09-29 08:15:57,545: --- epoch 30 ---
INFO:2024-09-29 08:15:57,545: train/loss     : -0.2168
INFO:2024-09-29 08:15:57,546: train/ctc      : -0.3954
INFO:2024-09-29 08:15:57,546: train/s2s      : 0.1786
INFO:2024-09-29 08:15:57,546: train/learning_rate: 0.0005
INFO:2024-09-29 08:15:57,546: eval/ctc       : -0.4287
INFO:2024-09-29 08:15:57,546: eval/s2s       : 0.1526
INFO:2024-09-29 08:15:57,546: eval/loss      : -0.2761
INFO:2024-09-29 08:15:57,546: eval/wer       : 0.2560
INFO:2024-09-29 08:15:57,546: eval/acc       : 0.9564
INFO:2024-09-29 09:17:29,709: --- epoch 31 ---
INFO:2024-09-29 09:17:29,709: train/loss     : -0.2169
INFO:2024-09-29 09:17:29,709: train/ctc      : -0.3954
INFO:2024-09-29 09:17:29,709: train/s2s      : 0.1784
INFO:2024-09-29 09:17:29,710: train/learning_rate: 0.0005
INFO:2024-09-29 09:17:29,710: eval/ctc       : -0.4269
INFO:2024-09-29 09:17:29,710: eval/s2s       : 0.1492
INFO:2024-09-29 09:17:29,710: eval/loss      : -0.2776
INFO:2024-09-29 09:17:29,710: eval/wer       : 0.2570
INFO:2024-09-29 09:17:29,710: eval/acc       : 0.9560
INFO:2024-09-29 10:08:58,536: --- epoch 32 ---
INFO:2024-09-29 10:08:58,536: train/loss     : -0.2236
INFO:2024-09-29 10:08:58,537: train/ctc      : -0.4001
INFO:2024-09-29 10:08:58,537: train/s2s      : 0.1765
INFO:2024-09-29 10:08:58,537: train/learning_rate: 0.0005
INFO:2024-09-29 10:08:58,537: eval/ctc       : -0.4277
INFO:2024-09-29 10:08:58,537: eval/s2s       : 0.1520
INFO:2024-09-29 10:08:58,537: eval/loss      : -0.2758
INFO:2024-09-29 10:08:58,537: eval/wer       : 0.2587
INFO:2024-09-29 10:08:58,537: eval/acc       : 0.9569
INFO:2024-09-29 11:05:36,680: --- epoch 33 ---
INFO:2024-09-29 11:05:36,680: train/loss     : -0.2275
INFO:2024-09-29 11:05:36,681: train/ctc      : -0.4027
INFO:2024-09-29 11:05:36,681: train/s2s      : 0.1751
INFO:2024-09-29 11:05:36,681: train/learning_rate: 0.0005
INFO:2024-09-29 11:05:36,681: eval/ctc       : -0.4384
INFO:2024-09-29 11:05:36,681: eval/s2s       : 0.1509
INFO:2024-09-29 11:05:36,681: eval/loss      : -0.2874
INFO:2024-09-29 11:05:36,681: eval/wer       : 0.2657
INFO:2024-09-29 11:05:36,681: eval/acc       : 0.9567
INFO:2024-09-29 12:03:28,994: --- epoch 34 ---
INFO:2024-09-29 12:03:28,994: train/loss     : -0.2300
INFO:2024-09-29 12:03:28,994: train/ctc      : -0.4043
INFO:2024-09-29 12:03:28,994: train/s2s      : 0.1743
INFO:2024-09-29 12:03:28,994: train/learning_rate: 0.0005
INFO:2024-09-29 12:03:28,994: eval/ctc       : -0.4415
INFO:2024-09-29 12:03:28,994: eval/s2s       : 0.1396
INFO:2024-09-29 12:03:28,994: eval/loss      : -0.3019
INFO:2024-09-29 12:03:28,995: eval/wer       : 0.2602
INFO:2024-09-29 12:03:28,995: eval/acc       : 0.9596
INFO:2024-09-29 13:01:18,378: --- epoch 35 ---
INFO:2024-09-29 13:01:18,379: train/loss     : -0.2314
INFO:2024-09-29 13:01:18,379: train/ctc      : -0.4054
INFO:2024-09-29 13:01:18,380: train/s2s      : 0.1740
INFO:2024-09-29 13:01:18,380: train/learning_rate: 0.0005
INFO:2024-09-29 13:01:18,380: eval/ctc       : -0.4400
INFO:2024-09-29 13:01:18,380: eval/s2s       : 0.1425
INFO:2024-09-29 13:01:18,380: eval/loss      : -0.2975
INFO:2024-09-29 13:01:18,380: eval/wer       : 0.2613
INFO:2024-09-29 13:01:18,380: eval/acc       : 0.9591
INFO:2024-09-29 13:58:51,017: --- epoch 36 ---
INFO:2024-09-29 13:58:51,017: train/loss     : -0.2317
INFO:2024-09-29 13:58:51,017: train/ctc      : -0.4048
INFO:2024-09-29 13:58:51,017: train/s2s      : 0.1731
INFO:2024-09-29 13:58:51,017: train/learning_rate: 0.0005
INFO:2024-09-29 13:58:51,017: eval/ctc       : -0.4322
INFO:2024-09-29 13:58:51,018: eval/s2s       : 0.1478
INFO:2024-09-29 13:58:51,018: eval/loss      : -0.2845
INFO:2024-09-29 13:58:51,018: eval/wer       : 0.2407
INFO:2024-09-29 13:58:51,018: eval/acc       : 0.9590
INFO:2024-09-29 14:56:30,148: --- epoch 37 ---
INFO:2024-09-29 14:56:30,148: train/loss     : -0.2334
INFO:2024-09-29 14:56:30,148: train/ctc      : -0.4062
INFO:2024-09-29 14:56:30,148: train/s2s      : 0.1728
INFO:2024-09-29 14:56:30,148: train/learning_rate: 0.0005
INFO:2024-09-29 14:56:30,148: eval/ctc       : -0.4441
INFO:2024-09-29 14:56:30,148: eval/s2s       : 0.1490
INFO:2024-09-29 14:56:30,148: eval/loss      : -0.2951
INFO:2024-09-29 14:56:30,148: eval/wer       : 0.2472
INFO:2024-09-29 14:56:30,148: eval/acc       : 0.9583
INFO:2024-09-29 15:54:04,788: --- epoch 38 ---
INFO:2024-09-29 15:54:04,788: train/loss     : -0.2366
INFO:2024-09-29 15:54:04,789: train/ctc      : -0.4080
INFO:2024-09-29 15:54:04,789: train/s2s      : 0.1714
INFO:2024-09-29 15:54:04,789: train/learning_rate: 0.0005
INFO:2024-09-29 15:54:04,789: eval/ctc       : -0.4427
INFO:2024-09-29 15:54:04,789: eval/s2s       : 0.1334
INFO:2024-09-29 15:54:04,789: eval/loss      : -0.3093
INFO:2024-09-29 15:54:04,789: eval/wer       : 0.2535
INFO:2024-09-29 15:54:04,789: eval/acc       : 0.9613
INFO:2024-09-29 16:51:19,769: --- epoch 39 ---
INFO:2024-09-29 16:51:19,770: train/loss     : -0.2391
INFO:2024-09-29 16:51:19,770: train/ctc      : -0.4101
INFO:2024-09-29 16:51:19,770: train/s2s      : 0.1710
INFO:2024-09-29 16:51:19,770: train/learning_rate: 0.0005
INFO:2024-09-29 16:51:19,770: eval/ctc       : -0.4389
INFO:2024-09-29 16:51:19,770: eval/s2s       : 0.1392
INFO:2024-09-29 16:51:19,771: eval/loss      : -0.2997
INFO:2024-09-29 16:51:19,771: eval/wer       : 0.2509
INFO:2024-09-29 16:51:19,771: eval/acc       : 0.9605
INFO:2024-09-29 17:48:46,120: --- epoch 40 ---
INFO:2024-09-29 17:48:46,121: train/loss     : -0.2412
INFO:2024-09-29 17:48:46,121: train/ctc      : -0.4117
INFO:2024-09-29 17:48:46,121: train/s2s      : 0.1705
INFO:2024-09-29 17:48:46,121: train/learning_rate: 0.0005
INFO:2024-09-29 17:48:46,121: eval/ctc       : -0.4353
INFO:2024-09-29 17:48:46,121: eval/s2s       : 0.1436
INFO:2024-09-29 17:48:46,121: eval/loss      : -0.2917
INFO:2024-09-29 17:48:46,121: eval/wer       : 0.2564
INFO:2024-09-29 17:48:46,122: eval/acc       : 0.9597
INFO:2024-09-29 18:46:11,585: --- epoch 41 ---
INFO:2024-09-29 18:46:11,585: train/loss     : -0.2431
INFO:2024-09-29 18:46:11,585: train/ctc      : -0.4126
INFO:2024-09-29 18:46:11,585: train/s2s      : 0.1695
INFO:2024-09-29 18:46:11,585: train/learning_rate: 0.0005
INFO:2024-09-29 18:46:11,586: eval/ctc       : -0.4475
INFO:2024-09-29 18:46:11,586: eval/s2s       : 0.1396
INFO:2024-09-29 18:46:11,586: eval/loss      : -0.3079
INFO:2024-09-29 18:46:11,586: eval/wer       : 0.2373
INFO:2024-09-29 18:46:11,586: eval/acc       : 0.9618
INFO:2024-09-29 19:43:47,349: --- epoch 42 ---
INFO:2024-09-29 19:43:47,350: train/loss     : -0.2431
INFO:2024-09-29 19:43:47,350: train/ctc      : -0.4125
INFO:2024-09-29 19:43:47,350: train/s2s      : 0.1694
INFO:2024-09-29 19:43:47,350: train/learning_rate: 0.0004
INFO:2024-09-29 19:43:47,350: eval/ctc       : -0.4346
INFO:2024-09-29 19:43:47,350: eval/s2s       : 0.1446
INFO:2024-09-29 19:43:47,350: eval/loss      : -0.2901
INFO:2024-09-29 19:43:47,350: eval/wer       : 0.2457
INFO:2024-09-29 19:43:47,350: eval/acc       : 0.9584
INFO:2024-09-29 20:41:44,812: --- epoch 43 ---
INFO:2024-09-29 20:41:44,812: train/loss     : -0.2448
INFO:2024-09-29 20:41:44,812: train/ctc      : -0.4136
INFO:2024-09-29 20:41:44,812: train/s2s      : 0.1688
INFO:2024-09-29 20:41:44,813: train/learning_rate: 0.0004
INFO:2024-09-29 20:41:44,813: eval/ctc       : -0.4426
INFO:2024-09-29 20:41:44,813: eval/s2s       : 0.1416
INFO:2024-09-29 20:41:44,813: eval/loss      : -0.3011
INFO:2024-09-29 20:41:44,813: eval/wer       : 0.2473
INFO:2024-09-29 20:41:44,813: eval/acc       : 0.9601
INFO:2024-09-29 21:40:11,834: --- epoch 44 ---
INFO:2024-09-29 21:40:11,835: train/loss     : -0.2473
INFO:2024-09-29 21:40:11,835: train/ctc      : -0.4153
INFO:2024-09-29 21:40:11,835: train/s2s      : 0.1680
INFO:2024-09-29 21:40:11,835: train/learning_rate: 0.0004
INFO:2024-09-29 21:40:11,835: eval/ctc       : -0.4277
INFO:2024-09-29 21:40:11,835: eval/s2s       : 0.1447
INFO:2024-09-29 21:40:11,835: eval/loss      : -0.2830
INFO:2024-09-29 21:40:11,835: eval/wer       : 0.2476
INFO:2024-09-29 21:40:11,835: eval/acc       : 0.9598
INFO:2024-09-29 22:37:45,306: --- epoch 45 ---
INFO:2024-09-29 22:37:45,307: train/loss     : -0.2496
INFO:2024-09-29 22:37:45,307: train/ctc      : -0.4169
INFO:2024-09-29 22:37:45,307: train/s2s      : 0.1673
INFO:2024-09-29 22:37:45,307: train/learning_rate: 0.0004
INFO:2024-09-29 22:37:45,307: eval/ctc       : -0.4502
INFO:2024-09-29 22:37:45,307: eval/s2s       : 0.1320
INFO:2024-09-29 22:37:45,307: eval/loss      : -0.3182
INFO:2024-09-29 22:37:45,307: eval/wer       : 0.2555
INFO:2024-09-29 22:37:45,307: eval/acc       : 0.9630
INFO:2024-09-29 23:35:24,533: --- epoch 46 ---
INFO:2024-09-29 23:35:24,534: train/loss     : -0.2526
INFO:2024-09-29 23:35:24,534: train/ctc      : -0.4192
INFO:2024-09-29 23:35:24,534: train/s2s      : 0.1666
INFO:2024-09-29 23:35:24,534: train/learning_rate: 0.0004
INFO:2024-09-29 23:35:24,534: eval/ctc       : -0.4375
INFO:2024-09-29 23:35:24,534: eval/s2s       : 0.1410
INFO:2024-09-29 23:35:24,534: eval/loss      : -0.2965
INFO:2024-09-29 23:35:24,535: eval/wer       : 0.2478
INFO:2024-09-29 23:35:24,535: eval/acc       : 0.9584
INFO:2024-09-30 00:32:56,212: --- epoch 47 ---
INFO:2024-09-30 00:32:56,213: train/loss     : -0.2527
INFO:2024-09-30 00:32:56,213: train/ctc      : -0.4188
INFO:2024-09-30 00:32:56,213: train/s2s      : 0.1660
INFO:2024-09-30 00:32:56,213: train/learning_rate: 0.0004
INFO:2024-09-30 00:32:56,213: eval/ctc       : -0.4455
INFO:2024-09-30 00:32:56,213: eval/s2s       : 0.1387
INFO:2024-09-30 00:32:56,213: eval/loss      : -0.3068
INFO:2024-09-30 00:32:56,213: eval/wer       : 0.2482
INFO:2024-09-30 00:32:56,213: eval/acc       : 0.9606
INFO:2024-09-30 01:30:41,495: --- epoch 48 ---
INFO:2024-09-30 01:30:41,496: train/loss     : -0.2542
INFO:2024-09-30 01:30:41,496: train/ctc      : -0.4195
INFO:2024-09-30 01:30:41,496: train/s2s      : 0.1654
INFO:2024-09-30 01:30:41,496: train/learning_rate: 0.0004
INFO:2024-09-30 01:30:41,496: eval/ctc       : -0.4522
INFO:2024-09-30 01:30:41,496: eval/s2s       : 0.1382
INFO:2024-09-30 01:30:41,496: eval/loss      : -0.3139
INFO:2024-09-30 01:30:41,496: eval/wer       : 0.2471
INFO:2024-09-30 01:30:41,496: eval/acc       : 0.9611
INFO:2024-09-30 02:28:27,449: --- epoch 49 ---
INFO:2024-09-30 02:28:27,450: train/loss     : -0.2556
INFO:2024-09-30 02:28:27,450: train/ctc      : -0.4209
INFO:2024-09-30 02:28:27,450: train/s2s      : 0.1653
INFO:2024-09-30 02:28:27,450: train/learning_rate: 0.0004
INFO:2024-09-30 02:28:27,450: eval/ctc       : -0.4561
INFO:2024-09-30 02:28:27,450: eval/s2s       : 0.1314
INFO:2024-09-30 02:28:27,451: eval/loss      : -0.3247
INFO:2024-09-30 02:28:27,451: eval/wer       : 0.2633
INFO:2024-09-30 02:28:27,451: eval/acc       : 0.9623
INFO:2024-09-30 03:24:32,089: --- epoch 50 ---
INFO:2024-09-30 03:24:32,089: train/loss     : -0.2565
INFO:2024-09-30 03:24:32,089: train/ctc      : -0.4215
INFO:2024-09-30 03:24:32,089: train/s2s      : 0.1651
INFO:2024-09-30 03:24:32,089: train/learning_rate: 0.0004
INFO:2024-09-30 03:24:32,090: eval/ctc       : -0.4456
INFO:2024-09-30 03:24:32,090: eval/s2s       : 0.1387
INFO:2024-09-30 03:24:32,090: eval/loss      : -0.3069
INFO:2024-09-30 03:24:32,090: eval/wer       : 0.2465
INFO:2024-09-30 03:24:32,090: eval/acc       : 0.9610
INFO:2024-09-30 04:20:44,292: --- epoch 51 ---
INFO:2024-09-30 04:20:44,292: train/loss     : -0.2586
INFO:2024-09-30 04:20:44,292: train/ctc      : -0.4230
INFO:2024-09-30 04:20:44,292: train/s2s      : 0.1644
INFO:2024-09-30 04:20:44,292: train/learning_rate: 0.0004
INFO:2024-09-30 04:20:44,292: eval/ctc       : -0.4472
INFO:2024-09-30 04:20:44,292: eval/s2s       : 0.1319
INFO:2024-09-30 04:20:44,293: eval/loss      : -0.3153
INFO:2024-09-30 04:20:44,293: eval/wer       : 0.2576
INFO:2024-09-30 04:20:44,293: eval/acc       : 0.9617
INFO:2024-09-30 05:16:40,056: --- epoch 52 ---
INFO:2024-09-30 05:16:40,056: train/loss     : -0.2604
INFO:2024-09-30 05:16:40,056: train/ctc      : -0.4245
INFO:2024-09-30 05:16:40,056: train/s2s      : 0.1641
INFO:2024-09-30 05:16:40,056: train/learning_rate: 0.0004
INFO:2024-09-30 05:16:40,057: eval/ctc       : -0.4508
INFO:2024-09-30 05:16:40,057: eval/s2s       : 0.1381
INFO:2024-09-30 05:16:40,057: eval/loss      : -0.3127
INFO:2024-09-30 05:16:40,057: eval/wer       : 0.2376
INFO:2024-09-30 05:16:40,057: eval/acc       : 0.9611
INFO:2024-09-30 06:12:45,233: --- epoch 53 ---
INFO:2024-09-30 06:12:45,233: train/loss     : -0.2625
INFO:2024-09-30 06:12:45,234: train/ctc      : -0.4257
INFO:2024-09-30 06:12:45,234: train/s2s      : 0.1632
INFO:2024-09-30 06:12:45,234: train/learning_rate: 0.0004
INFO:2024-09-30 06:12:45,234: eval/ctc       : -0.4592
INFO:2024-09-30 06:12:45,234: eval/s2s       : 0.1364
INFO:2024-09-30 06:12:45,234: eval/loss      : -0.3228
INFO:2024-09-30 06:12:45,234: eval/wer       : 0.2448
INFO:2024-09-30 06:12:45,234: eval/acc       : 0.9605
INFO:2024-09-30 07:09:30,890: --- epoch 54 ---
INFO:2024-09-30 07:09:30,891: train/loss     : -0.2643
INFO:2024-09-30 07:09:30,891: train/ctc      : -0.4270
INFO:2024-09-30 07:09:30,891: train/s2s      : 0.1627
INFO:2024-09-30 07:09:30,891: train/learning_rate: 0.0004
INFO:2024-09-30 07:09:30,891: eval/ctc       : -0.4584
INFO:2024-09-30 07:09:30,891: eval/s2s       : 0.1334
INFO:2024-09-30 07:09:30,891: eval/loss      : -0.3250
INFO:2024-09-30 07:09:30,891: eval/wer       : 0.2476
INFO:2024-09-30 07:09:30,892: eval/acc       : 0.9609
INFO:2024-09-30 08:07:02,911: --- epoch 55 ---
INFO:2024-09-30 08:07:02,911: train/loss     : -0.2655
INFO:2024-09-30 08:07:02,912: train/ctc      : -0.4277
INFO:2024-09-30 08:07:02,912: train/s2s      : 0.1622
INFO:2024-09-30 08:07:02,912: train/learning_rate: 0.0004
INFO:2024-09-30 08:07:02,912: eval/ctc       : -0.4503
INFO:2024-09-30 08:07:02,912: eval/s2s       : 0.1407
INFO:2024-09-30 08:07:02,912: eval/loss      : -0.3096
INFO:2024-09-30 08:07:02,912: eval/wer       : 0.2457
INFO:2024-09-30 08:07:02,912: eval/acc       : 0.9610
INFO:2024-09-30 09:04:47,073: --- epoch 56 ---
INFO:2024-09-30 09:04:47,074: train/loss     : -0.2674
INFO:2024-09-30 09:04:47,074: train/ctc      : -0.4287
INFO:2024-09-30 09:04:47,074: train/s2s      : 0.1613
INFO:2024-09-30 09:04:47,074: train/learning_rate: 0.0004
INFO:2024-09-30 09:04:47,074: eval/ctc       : -0.4495
INFO:2024-09-30 09:04:47,074: eval/s2s       : 0.1369
INFO:2024-09-30 09:04:47,074: eval/loss      : -0.3127
INFO:2024-09-30 09:04:47,074: eval/wer       : 0.2373
INFO:2024-09-30 09:04:47,074: eval/acc       : 0.9615
INFO:2024-09-30 10:02:58,338: --- epoch 57 ---
INFO:2024-09-30 10:02:58,339: train/loss     : -0.2684
INFO:2024-09-30 10:02:58,339: train/ctc      : -0.4293
INFO:2024-09-30 10:02:58,339: train/s2s      : 0.1610
INFO:2024-09-30 10:02:58,339: train/learning_rate: 0.0004
INFO:2024-09-30 10:02:58,339: eval/ctc       : -0.4527
INFO:2024-09-30 10:02:58,339: eval/s2s       : 0.1405
INFO:2024-09-30 10:02:58,339: eval/loss      : -0.3123
INFO:2024-09-30 10:02:58,339: eval/wer       : 0.2490
INFO:2024-09-30 10:02:58,339: eval/acc       : 0.9589
INFO:2024-09-30 11:01:11,755: --- epoch 58 ---
INFO:2024-09-30 11:01:11,756: train/loss     : -0.2686
INFO:2024-09-30 11:01:11,756: train/ctc      : -0.4294
INFO:2024-09-30 11:01:11,756: train/s2s      : 0.1609
INFO:2024-09-30 11:01:11,756: train/learning_rate: 0.0004
INFO:2024-09-30 11:01:11,756: eval/ctc       : -0.4526
INFO:2024-09-30 11:01:11,756: eval/s2s       : 0.1405
INFO:2024-09-30 11:01:11,756: eval/loss      : -0.3121
INFO:2024-09-30 11:01:11,756: eval/wer       : 0.2422
INFO:2024-09-30 11:01:11,756: eval/acc       : 0.9616
INFO:2024-09-30 11:59:22,053: --- epoch 59 ---
INFO:2024-09-30 11:59:22,053: train/loss     : -0.2679
INFO:2024-09-30 11:59:22,054: train/ctc      : -0.4287
INFO:2024-09-30 11:59:22,054: train/s2s      : 0.1608
INFO:2024-09-30 11:59:22,054: train/learning_rate: 0.0004
INFO:2024-09-30 11:59:22,054: eval/ctc       : -0.4464
INFO:2024-09-30 11:59:22,054: eval/s2s       : 0.1322
INFO:2024-09-30 11:59:22,054: eval/loss      : -0.3143
INFO:2024-09-30 11:59:22,054: eval/wer       : 0.2552
INFO:2024-09-30 11:59:22,055: eval/acc       : 0.9616
INFO:2024-09-30 12:57:34,943: --- epoch 60 ---
INFO:2024-09-30 12:57:34,943: train/loss     : -0.2738
INFO:2024-09-30 12:57:34,944: train/ctc      : -0.4331
INFO:2024-09-30 12:57:34,944: train/s2s      : 0.1593
INFO:2024-09-30 12:57:34,944: train/learning_rate: 0.0004
INFO:2024-09-30 12:57:34,944: eval/ctc       : -0.4593
INFO:2024-09-30 12:57:34,944: eval/s2s       : 0.1336
INFO:2024-09-30 12:57:34,944: eval/loss      : -0.3257
INFO:2024-09-30 12:57:34,944: eval/wer       : 0.2421
INFO:2024-09-30 12:57:34,944: eval/acc       : 0.9607
INFO:2024-09-30 13:55:23,428: --- epoch 61 ---
INFO:2024-09-30 13:55:23,428: train/loss     : -0.2734
INFO:2024-09-30 13:55:23,429: train/ctc      : -0.4328
INFO:2024-09-30 13:55:23,429: train/s2s      : 0.1593
INFO:2024-09-30 13:55:23,429: train/learning_rate: 0.0004
INFO:2024-09-30 13:55:23,429: eval/ctc       : -0.4521
INFO:2024-09-30 13:55:23,429: eval/s2s       : 0.1389
INFO:2024-09-30 13:55:23,429: eval/loss      : -0.3132
INFO:2024-09-30 13:55:23,429: eval/wer       : 0.2498
INFO:2024-09-30 13:55:23,429: eval/acc       : 0.9618
INFO:2024-09-30 14:52:00,724: --- epoch 62 ---
INFO:2024-09-30 14:52:00,724: train/loss     : -0.2738
INFO:2024-09-30 14:52:00,724: train/ctc      : -0.4329
INFO:2024-09-30 14:52:00,728: train/s2s      : 0.1591
INFO:2024-09-30 14:52:00,728: train/learning_rate: 0.0004
INFO:2024-09-30 14:52:00,728: eval/ctc       : -0.4589
INFO:2024-09-30 14:52:00,729: eval/s2s       : 0.1352
INFO:2024-09-30 14:52:00,729: eval/loss      : -0.3238
INFO:2024-09-30 14:52:00,729: eval/wer       : 0.2658
INFO:2024-09-30 14:52:00,729: eval/acc       : 0.9607
INFO:2024-09-30 15:50:31,877: --- epoch 63 ---
INFO:2024-09-30 15:50:31,878: train/loss     : -0.2752
INFO:2024-09-30 15:50:31,878: train/ctc      : -0.4340
INFO:2024-09-30 15:50:31,878: train/s2s      : 0.1589
INFO:2024-09-30 15:50:31,879: train/learning_rate: 0.0004
INFO:2024-09-30 15:50:31,879: eval/ctc       : -0.4610
INFO:2024-09-30 15:50:31,879: eval/s2s       : 0.1336
INFO:2024-09-30 15:50:31,879: eval/loss      : -0.3273
INFO:2024-09-30 15:50:31,879: eval/wer       : 0.2474
INFO:2024-09-30 15:50:31,879: eval/acc       : 0.9629
INFO:2024-09-30 16:46:38,152: --- epoch 64 ---
INFO:2024-09-30 16:46:38,153: train/loss     : -0.2782
INFO:2024-09-30 16:46:38,153: train/ctc      : -0.4362
INFO:2024-09-30 16:46:38,153: train/s2s      : 0.1581
INFO:2024-09-30 16:46:38,153: train/learning_rate: 0.0004
INFO:2024-09-30 16:46:38,153: eval/ctc       : -0.4625
INFO:2024-09-30 16:46:38,153: eval/s2s       : 0.1341
INFO:2024-09-30 16:46:38,153: eval/loss      : -0.3283
INFO:2024-09-30 16:46:38,153: eval/wer       : 0.2413
INFO:2024-09-30 16:46:38,153: eval/acc       : 0.9608
INFO:2024-09-30 17:43:44,755: --- epoch 65 ---
INFO:2024-09-30 17:43:44,755: train/loss     : -0.2773
INFO:2024-09-30 17:43:44,755: train/ctc      : -0.4356
INFO:2024-09-30 17:43:44,755: train/s2s      : 0.1583
INFO:2024-09-30 17:43:44,756: train/learning_rate: 0.0004
INFO:2024-09-30 17:43:44,756: eval/ctc       : -0.4663
INFO:2024-09-30 17:43:44,756: eval/s2s       : 0.1355
INFO:2024-09-30 17:43:44,756: eval/loss      : -0.3309
INFO:2024-09-30 17:43:44,756: eval/wer       : 0.2414
INFO:2024-09-30 17:43:44,756: eval/acc       : 0.9608
INFO:2024-09-30 18:40:30,873: --- epoch 66 ---
INFO:2024-09-30 18:40:30,874: train/loss     : -0.2771
INFO:2024-09-30 18:40:30,874: train/ctc      : -0.4349
INFO:2024-09-30 18:40:30,874: train/s2s      : 0.1578
INFO:2024-09-30 18:40:30,874: train/learning_rate: 0.0004
INFO:2024-09-30 18:40:30,874: eval/ctc       : -0.4628
INFO:2024-09-30 18:40:30,874: eval/s2s       : 0.1344
INFO:2024-09-30 18:40:30,874: eval/loss      : -0.3284
INFO:2024-09-30 18:40:30,874: eval/wer       : 0.2403
INFO:2024-09-30 18:40:30,874: eval/acc       : 0.9619
INFO:2024-09-30 19:37:25,585: --- epoch 67 ---
INFO:2024-09-30 19:37:25,585: train/loss     : -0.2796
INFO:2024-09-30 19:37:25,586: train/ctc      : -0.4368
INFO:2024-09-30 19:37:25,591: train/s2s      : 0.1573
INFO:2024-09-30 19:37:25,597: train/learning_rate: 0.0004
INFO:2024-09-30 19:37:25,597: eval/ctc       : -0.4693
INFO:2024-09-30 19:37:25,598: eval/s2s       : 0.1300
INFO:2024-09-30 19:37:25,598: eval/loss      : -0.3393
INFO:2024-09-30 19:37:25,598: eval/wer       : 0.2463
INFO:2024-09-30 19:37:25,598: eval/acc       : 0.9626
INFO:2024-09-30 20:34:19,064: --- epoch 68 ---
INFO:2024-09-30 20:34:19,065: train/loss     : -0.2805
INFO:2024-09-30 20:34:19,065: train/ctc      : -0.4372
INFO:2024-09-30 20:34:19,065: train/s2s      : 0.1568
INFO:2024-09-30 20:34:19,065: train/learning_rate: 0.0004
INFO:2024-09-30 20:34:19,065: eval/ctc       : -0.4650
INFO:2024-09-30 20:34:19,065: eval/s2s       : 0.1351
INFO:2024-09-30 20:34:19,065: eval/loss      : -0.3300
INFO:2024-09-30 20:34:19,065: eval/wer       : 0.2424
INFO:2024-09-30 20:34:19,065: eval/acc       : 0.9617
INFO:2024-09-30 21:31:36,799: --- epoch 69 ---
INFO:2024-09-30 21:31:36,799: train/loss     : -0.2799
INFO:2024-09-30 21:31:36,799: train/ctc      : -0.4370
INFO:2024-09-30 21:31:36,799: train/s2s      : 0.1571
INFO:2024-09-30 21:31:36,799: train/learning_rate: 0.0004
INFO:2024-09-30 21:31:36,799: eval/ctc       : -0.4631
INFO:2024-09-30 21:31:36,800: eval/s2s       : 0.1364
INFO:2024-09-30 21:31:36,800: eval/loss      : -0.3267
INFO:2024-09-30 21:31:36,800: eval/wer       : 0.2587
INFO:2024-09-30 21:31:36,800: eval/acc       : 0.9616
INFO:2024-09-30 22:28:50,999: --- epoch 70 ---
INFO:2024-09-30 22:28:51,000: train/loss     : -0.2808
INFO:2024-09-30 22:28:51,000: train/ctc      : -0.4375
INFO:2024-09-30 22:28:51,000: train/s2s      : 0.1567
INFO:2024-09-30 22:28:51,000: train/learning_rate: 0.0004
INFO:2024-09-30 22:28:51,000: eval/ctc       : -0.4690
INFO:2024-09-30 22:28:51,000: eval/s2s       : 0.1315
INFO:2024-09-30 22:28:51,000: eval/loss      : -0.3374
INFO:2024-09-30 22:28:51,000: eval/wer       : 0.2437
INFO:2024-09-30 22:28:51,000: eval/acc       : 0.9635