| INFO:2024-09-23 14:21:09,016: --- epoch 1 --- | |
| INFO:2024-09-23 14:21:09,016: train/loss : 1.1774 | |
| INFO:2024-09-23 14:21:09,017: train/ctc : 0.3427 | |
| INFO:2024-09-23 14:21:09,017: train/s2s : 0.8347 | |
| INFO:2024-09-23 14:21:09,017: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 14:21:09,017: eval/ctc : -0.1690 | |
| INFO:2024-09-23 14:21:09,017: eval/s2s : 0.2689 | |
| INFO:2024-09-23 14:21:09,017: eval/loss : 0.0999 | |
| INFO:2024-09-23 14:21:09,017: eval/wer : 0.3160 | |
| INFO:2024-09-23 14:21:09,017: eval/acc : 0.9127 | |
| INFO:2024-09-23 15:11:48,934: --- epoch 2 --- | |
| INFO:2024-09-23 15:11:48,934: train/loss : 0.1695 | |
| INFO:2024-09-23 15:11:48,935: train/ctc : -0.1526 | |
| INFO:2024-09-23 15:11:48,935: train/s2s : 0.3222 | |
| INFO:2024-09-23 15:11:48,935: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 15:11:48,935: eval/ctc : -0.2641 | |
| INFO:2024-09-23 15:11:48,935: eval/s2s : 0.2134 | |
| INFO:2024-09-23 15:11:48,935: eval/loss : -0.0507 | |
| INFO:2024-09-23 15:11:48,935: eval/wer : 0.2846 | |
| INFO:2024-09-23 15:11:48,935: eval/acc : 0.9277 | |
| INFO:2024-09-23 16:03:13,404: --- epoch 3 --- | |
| INFO:2024-09-23 16:03:13,404: train/loss : 0.0678 | |
| INFO:2024-09-23 16:03:13,405: train/ctc : -0.2079 | |
| INFO:2024-09-23 16:03:13,405: train/s2s : 0.2758 | |
| INFO:2024-09-23 16:03:13,405: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 16:03:13,405: eval/ctc : -0.2910 | |
| INFO:2024-09-23 16:03:13,405: eval/s2s : 0.2041 | |
| INFO:2024-09-23 16:03:13,405: eval/loss : -0.0869 | |
| INFO:2024-09-23 16:03:13,405: eval/wer : 0.2747 | |
| INFO:2024-09-23 16:03:13,405: eval/acc : 0.9366 | |
| INFO:2024-09-23 16:52:32,393: --- epoch 4 --- | |
| INFO:2024-09-23 16:52:32,393: train/loss : 0.0181 | |
| INFO:2024-09-23 16:52:32,393: train/ctc : -0.2356 | |
| INFO:2024-09-23 16:52:32,393: train/s2s : 0.2536 | |
| INFO:2024-09-23 16:52:32,393: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 16:52:32,393: eval/ctc : -0.3123 | |
| INFO:2024-09-23 16:52:32,393: eval/s2s : 0.1904 | |
| INFO:2024-09-23 16:52:32,393: eval/loss : -0.1219 | |
| INFO:2024-09-23 16:52:32,394: eval/wer : 0.2689 | |
| INFO:2024-09-23 16:52:32,394: eval/acc : 0.9405 | |
| INFO:2024-09-23 17:40:28,846: --- epoch 5 --- | |
| INFO:2024-09-23 17:40:28,847: train/loss : -0.0172 | |
| INFO:2024-09-23 17:40:28,847: train/ctc : -0.2566 | |
| INFO:2024-09-23 17:40:28,847: train/s2s : 0.2394 | |
| INFO:2024-09-23 17:40:28,847: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 17:40:28,847: eval/ctc : -0.3197 | |
| INFO:2024-09-23 17:40:28,847: eval/s2s : 0.1840 | |
| INFO:2024-09-23 17:40:28,847: eval/loss : -0.1358 | |
| INFO:2024-09-23 17:40:28,847: eval/wer : 0.2714 | |
| INFO:2024-09-23 17:40:28,847: eval/acc : 0.9422 | |
| INFO:2024-09-23 18:28:34,071: --- epoch 6 --- | |
| INFO:2024-09-23 18:28:34,071: train/loss : -0.0395 | |
| INFO:2024-09-23 18:28:34,071: train/ctc : -0.2699 | |
| INFO:2024-09-23 18:28:34,071: train/s2s : 0.2304 | |
| INFO:2024-09-23 18:28:34,071: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 18:28:34,071: eval/ctc : -0.3417 | |
| INFO:2024-09-23 18:28:34,072: eval/s2s : 0.1796 | |
| INFO:2024-09-23 18:28:34,072: eval/loss : -0.1622 | |
| INFO:2024-09-23 18:28:34,072: eval/wer : 0.2666 | |
| INFO:2024-09-23 18:28:34,072: eval/acc : 0.9472 | |
| INFO:2024-09-23 19:17:00,813: --- epoch 7 --- | |
| INFO:2024-09-23 19:17:00,813: train/loss : -0.0569 | |
| INFO:2024-09-23 19:17:00,814: train/ctc : -0.2804 | |
| INFO:2024-09-23 19:17:00,814: train/s2s : 0.2235 | |
| INFO:2024-09-23 19:17:00,814: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 19:17:00,814: eval/ctc : -0.3471 | |
| INFO:2024-09-23 19:17:00,814: eval/s2s : 0.1786 | |
| INFO:2024-09-23 19:17:00,814: eval/loss : -0.1685 | |
| INFO:2024-09-23 19:17:00,814: eval/wer : 0.2605 | |
| INFO:2024-09-23 19:17:00,814: eval/acc : 0.9467 | |
| INFO:2024-09-23 20:07:21,907: --- epoch 8 --- | |
| INFO:2024-09-23 20:07:21,907: train/loss : -0.0731 | |
| INFO:2024-09-23 20:07:21,908: train/ctc : -0.2901 | |
| INFO:2024-09-23 20:07:21,908: train/s2s : 0.2170 | |
| INFO:2024-09-23 20:07:21,908: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 20:07:21,908: eval/ctc : -0.3403 | |
| INFO:2024-09-23 20:07:21,908: eval/s2s : 0.1628 | |
| INFO:2024-09-23 20:07:21,908: eval/loss : -0.1775 | |
| INFO:2024-09-23 20:07:21,908: eval/wer : 0.2618 | |
| INFO:2024-09-23 20:07:21,908: eval/acc : 0.9522 | |
| INFO:2024-09-23 20:55:52,624: --- epoch 9 --- | |
| INFO:2024-09-23 20:55:52,625: train/loss : -0.0853 | |
| INFO:2024-09-23 20:55:52,625: train/ctc : -0.2970 | |
| INFO:2024-09-23 20:55:52,625: train/s2s : 0.2117 | |
| INFO:2024-09-23 20:55:52,625: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 20:55:52,625: eval/ctc : -0.3650 | |
| INFO:2024-09-23 20:55:52,625: eval/s2s : 0.1581 | |
| INFO:2024-09-23 20:55:52,625: eval/loss : -0.2069 | |
| INFO:2024-09-23 20:55:52,625: eval/wer : 0.2562 | |
| INFO:2024-09-23 20:55:52,625: eval/acc : 0.9508 | |
| INFO:2024-09-23 21:44:22,824: --- epoch 10 --- | |
| INFO:2024-09-23 21:44:22,824: train/loss : -0.0975 | |
| INFO:2024-09-23 21:44:22,824: train/ctc : -0.3040 | |
| INFO:2024-09-23 21:44:22,825: train/s2s : 0.2066 | |
| INFO:2024-09-23 21:44:22,825: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 21:44:22,825: eval/ctc : -0.3653 | |
| INFO:2024-09-23 21:44:22,825: eval/s2s : 0.1549 | |
| INFO:2024-09-23 21:44:22,825: eval/loss : -0.2103 | |
| INFO:2024-09-23 21:44:22,825: eval/wer : 0.2448 | |
| INFO:2024-09-23 21:44:22,825: eval/acc : 0.9525 | |
| INFO:2024-09-23 22:33:11,921: --- epoch 11 --- | |
| INFO:2024-09-23 22:33:11,921: train/loss : -0.1078 | |
| INFO:2024-09-23 22:33:11,921: train/ctc : -0.3105 | |
| INFO:2024-09-23 22:33:11,921: train/s2s : 0.2027 | |
| INFO:2024-09-23 22:33:11,921: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 22:33:11,921: eval/ctc : -0.3746 | |
| INFO:2024-09-23 22:33:11,921: eval/s2s : 0.1556 | |
| INFO:2024-09-23 22:33:11,921: eval/loss : -0.2190 | |
| INFO:2024-09-23 22:33:11,921: eval/wer : 0.2411 | |
| INFO:2024-09-23 22:33:11,921: eval/acc : 0.9514 | |
| INFO:2024-09-23 23:22:24,924: --- epoch 12 --- | |
| INFO:2024-09-23 23:22:24,924: train/loss : -0.1144 | |
| INFO:2024-09-23 23:22:24,925: train/ctc : -0.3145 | |
| INFO:2024-09-23 23:22:24,925: train/s2s : 0.2001 | |
| INFO:2024-09-23 23:22:24,925: train/learning_rate: 0.0005 | |
| INFO:2024-09-23 23:22:24,925: eval/ctc : -0.3685 | |
| INFO:2024-09-23 23:22:24,925: eval/s2s : 0.1693 | |
| INFO:2024-09-23 23:22:24,925: eval/loss : -0.1992 | |
| INFO:2024-09-23 23:22:24,925: eval/wer : 0.2473 | |
| INFO:2024-09-23 23:22:24,925: eval/acc : 0.9506 | |
| INFO:2024-09-24 00:12:38,598: --- epoch 13 --- | |
| INFO:2024-09-24 00:12:38,599: train/loss : -0.1222 | |
| INFO:2024-09-24 00:12:38,599: train/ctc : -0.3191 | |
| INFO:2024-09-24 00:12:38,600: train/s2s : 0.1969 | |
| INFO:2024-09-24 00:12:38,600: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 00:12:38,600: eval/ctc : -0.3604 | |
| INFO:2024-09-24 00:12:38,600: eval/s2s : 0.1653 | |
| INFO:2024-09-24 00:12:38,600: eval/loss : -0.1951 | |
| INFO:2024-09-24 00:12:38,600: eval/wer : 0.2615 | |
| INFO:2024-09-24 00:12:38,600: eval/acc : 0.9513 | |
| INFO:2024-09-24 01:02:38,269: --- epoch 14 --- | |
| INFO:2024-09-24 01:02:38,269: train/loss : -0.1283 | |
| INFO:2024-09-24 01:02:38,270: train/ctc : -0.3224 | |
| INFO:2024-09-24 01:02:38,270: train/s2s : 0.1941 | |
| INFO:2024-09-24 01:02:38,270: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 01:02:38,270: eval/ctc : -0.3739 | |
| INFO:2024-09-24 01:02:38,270: eval/s2s : 0.1517 | |
| INFO:2024-09-24 01:02:38,270: eval/loss : -0.2222 | |
| INFO:2024-09-24 01:02:38,270: eval/wer : 0.2412 | |
| INFO:2024-09-24 01:02:38,270: eval/acc : 0.9536 | |
| INFO:2024-09-24 01:52:45,311: --- epoch 15 --- | |
| INFO:2024-09-24 01:52:45,311: train/loss : -0.1365 | |
| INFO:2024-09-24 01:52:45,311: train/ctc : -0.3281 | |
| INFO:2024-09-24 01:52:45,311: train/s2s : 0.1916 | |
| INFO:2024-09-24 01:52:45,311: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 01:52:45,311: eval/ctc : -0.3881 | |
| INFO:2024-09-24 01:52:45,312: eval/s2s : 0.1553 | |
| INFO:2024-09-24 01:52:45,312: eval/loss : -0.2328 | |
| INFO:2024-09-24 01:52:45,312: eval/wer : 0.2403 | |
| INFO:2024-09-24 01:52:45,312: eval/acc : 0.9528 | |
| INFO:2024-09-24 02:42:13,642: --- epoch 16 --- | |
| INFO:2024-09-24 02:42:13,643: train/loss : -0.1434 | |
| INFO:2024-09-24 02:42:13,643: train/ctc : -0.3327 | |
| INFO:2024-09-24 02:42:13,643: train/s2s : 0.1893 | |
| INFO:2024-09-24 02:42:13,643: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 02:42:13,643: eval/ctc : -0.3924 | |
| INFO:2024-09-24 02:42:13,643: eval/s2s : 0.1492 | |
| INFO:2024-09-24 02:42:13,643: eval/loss : -0.2432 | |
| INFO:2024-09-24 02:42:13,644: eval/wer : 0.2362 | |
| INFO:2024-09-24 02:42:13,644: eval/acc : 0.9537 | |
| INFO:2024-09-24 03:32:42,127: --- epoch 17 --- | |
| INFO:2024-09-24 03:32:42,127: train/loss : -0.1498 | |
| INFO:2024-09-24 03:32:42,128: train/ctc : -0.3368 | |
| INFO:2024-09-24 03:32:42,128: train/s2s : 0.1870 | |
| INFO:2024-09-24 03:32:42,128: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 03:32:42,128: eval/ctc : -0.3923 | |
| INFO:2024-09-24 03:32:42,128: eval/s2s : 0.1551 | |
| INFO:2024-09-24 03:32:42,128: eval/loss : -0.2372 | |
| INFO:2024-09-24 03:32:42,128: eval/wer : 0.2481 | |
| INFO:2024-09-24 03:32:42,128: eval/acc : 0.9509 | |
| INFO:2024-09-24 04:22:11,339: --- epoch 18 --- | |
| INFO:2024-09-24 04:22:11,340: train/loss : -0.1526 | |
| INFO:2024-09-24 04:22:11,341: train/ctc : -0.3383 | |
| INFO:2024-09-24 04:22:11,341: train/s2s : 0.1857 | |
| INFO:2024-09-24 04:22:11,341: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 04:22:11,341: eval/ctc : -0.4024 | |
| INFO:2024-09-24 04:22:11,341: eval/s2s : 0.1467 | |
| INFO:2024-09-24 04:22:11,341: eval/loss : -0.2557 | |
| INFO:2024-09-24 04:22:11,341: eval/wer : 0.2308 | |
| INFO:2024-09-24 04:22:11,341: eval/acc : 0.9573 | |
| INFO:2024-09-24 05:11:10,365: --- epoch 19 --- | |
| INFO:2024-09-24 05:11:10,365: train/loss : -0.1561 | |
| INFO:2024-09-24 05:11:10,365: train/ctc : -0.3403 | |
| INFO:2024-09-24 05:11:10,365: train/s2s : 0.1842 | |
| INFO:2024-09-24 05:11:10,365: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 05:11:10,365: eval/ctc : -0.3850 | |
| INFO:2024-09-24 05:11:10,365: eval/s2s : 0.1467 | |
| INFO:2024-09-24 05:11:10,365: eval/loss : -0.2382 | |
| INFO:2024-09-24 05:11:10,365: eval/wer : 0.2408 | |
| INFO:2024-09-24 05:11:10,365: eval/acc : 0.9554 | |
| INFO:2024-09-24 06:00:01,621: --- epoch 20 --- | |
| INFO:2024-09-24 06:00:01,622: train/loss : -0.1614 | |
| INFO:2024-09-24 06:00:01,622: train/ctc : -0.3436 | |
| INFO:2024-09-24 06:00:01,622: train/s2s : 0.1822 | |
| INFO:2024-09-24 06:00:01,622: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 06:00:01,623: eval/ctc : -0.3886 | |
| INFO:2024-09-24 06:00:01,623: eval/s2s : 0.1466 | |
| INFO:2024-09-24 06:00:01,623: eval/loss : -0.2420 | |
| INFO:2024-09-24 06:00:01,623: eval/wer : 0.2318 | |
| INFO:2024-09-24 06:00:01,623: eval/acc : 0.9566 | |
| INFO:2024-09-24 06:49:25,097: --- epoch 21 --- | |
| INFO:2024-09-24 06:49:25,097: train/loss : -0.1680 | |
| INFO:2024-09-24 06:49:25,097: train/ctc : -0.3479 | |
| INFO:2024-09-24 06:49:25,097: train/s2s : 0.1799 | |
| INFO:2024-09-24 06:49:25,097: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 06:49:25,097: eval/ctc : -0.3964 | |
| INFO:2024-09-24 06:49:25,097: eval/s2s : 0.1421 | |
| INFO:2024-09-24 06:49:25,097: eval/loss : -0.2543 | |
| INFO:2024-09-24 06:49:25,098: eval/wer : 0.2415 | |
| INFO:2024-09-24 06:49:25,098: eval/acc : 0.9583 | |
| INFO:2024-09-24 07:38:26,722: --- epoch 22 --- | |
| INFO:2024-09-24 07:38:26,722: train/loss : -0.1717 | |
| INFO:2024-09-24 07:38:26,722: train/ctc : -0.3505 | |
| INFO:2024-09-24 07:38:26,723: train/s2s : 0.1788 | |
| INFO:2024-09-24 07:38:26,723: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 07:38:26,723: eval/ctc : -0.4075 | |
| INFO:2024-09-24 07:38:26,723: eval/s2s : 0.1416 | |
| INFO:2024-09-24 07:38:26,723: eval/loss : -0.2659 | |
| INFO:2024-09-24 07:38:26,723: eval/wer : 0.2313 | |
| INFO:2024-09-24 07:38:26,723: eval/acc : 0.9574 | |
| INFO:2024-09-24 08:27:58,314: --- epoch 23 --- | |
| INFO:2024-09-24 08:27:58,315: train/loss : -0.1741 | |
| INFO:2024-09-24 08:27:58,315: train/ctc : -0.3518 | |
| INFO:2024-09-24 08:27:58,315: train/s2s : 0.1777 | |
| INFO:2024-09-24 08:27:58,315: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 08:27:58,315: eval/ctc : -0.4053 | |
| INFO:2024-09-24 08:27:58,315: eval/s2s : 0.1513 | |
| INFO:2024-09-24 08:27:58,315: eval/loss : -0.2540 | |
| INFO:2024-09-24 08:27:58,315: eval/wer : 0.2265 | |
| INFO:2024-09-24 08:27:58,315: eval/acc : 0.9540 | |
| INFO:2024-09-24 09:17:30,089: --- epoch 24 --- | |
| INFO:2024-09-24 09:17:30,089: train/loss : -0.1789 | |
| INFO:2024-09-24 09:17:30,089: train/ctc : -0.3551 | |
| INFO:2024-09-24 09:17:30,089: train/s2s : 0.1762 | |
| INFO:2024-09-24 09:17:30,089: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 09:17:30,089: eval/ctc : -0.4020 | |
| INFO:2024-09-24 09:17:30,089: eval/s2s : 0.1384 | |
| INFO:2024-09-24 09:17:30,089: eval/loss : -0.2636 | |
| INFO:2024-09-24 09:17:30,089: eval/wer : 0.2390 | |
| INFO:2024-09-24 09:17:30,089: eval/acc : 0.9574 | |
| INFO:2024-09-24 10:07:47,673: --- epoch 25 --- | |
| INFO:2024-09-24 10:07:47,674: train/loss : -0.1802 | |
| INFO:2024-09-24 10:07:47,674: train/ctc : -0.3557 | |
| INFO:2024-09-24 10:07:47,674: train/s2s : 0.1755 | |
| INFO:2024-09-24 10:07:47,674: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 10:07:47,674: eval/ctc : -0.3983 | |
| INFO:2024-09-24 10:07:47,674: eval/s2s : 0.1550 | |
| INFO:2024-09-24 10:07:47,674: eval/loss : -0.2432 | |
| INFO:2024-09-24 10:07:47,674: eval/wer : 0.2311 | |
| INFO:2024-09-24 10:07:47,674: eval/acc : 0.9550 | |
| INFO:2024-09-24 10:58:02,699: --- epoch 26 --- | |
| INFO:2024-09-24 10:58:02,699: train/loss : -0.1840 | |
| INFO:2024-09-24 10:58:02,699: train/ctc : -0.3582 | |
| INFO:2024-09-24 10:58:02,699: train/s2s : 0.1741 | |
| INFO:2024-09-24 10:58:02,700: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 10:58:02,700: eval/ctc : -0.3950 | |
| INFO:2024-09-24 10:58:02,700: eval/s2s : 0.1421 | |
| INFO:2024-09-24 10:58:02,700: eval/loss : -0.2529 | |
| INFO:2024-09-24 10:58:02,700: eval/wer : 0.2354 | |
| INFO:2024-09-24 10:58:02,700: eval/acc : 0.9577 | |
| INFO:2024-09-24 11:47:16,432: --- epoch 27 --- | |
| INFO:2024-09-24 11:47:16,432: train/loss : -0.1863 | |
| INFO:2024-09-24 11:47:16,432: train/ctc : -0.3595 | |
| INFO:2024-09-24 11:47:16,432: train/s2s : 0.1732 | |
| INFO:2024-09-24 11:47:16,432: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 11:47:16,432: eval/ctc : -0.3952 | |
| INFO:2024-09-24 11:47:16,432: eval/s2s : 0.1455 | |
| INFO:2024-09-24 11:47:16,432: eval/loss : -0.2497 | |
| INFO:2024-09-24 11:47:16,432: eval/wer : 0.2418 | |
| INFO:2024-09-24 11:47:16,432: eval/acc : 0.9577 | |
| INFO:2024-09-24 12:35:43,298: --- epoch 28 --- | |
| INFO:2024-09-24 12:35:43,298: train/loss : -0.1894 | |
| INFO:2024-09-24 12:35:43,298: train/ctc : -0.3615 | |
| INFO:2024-09-24 12:35:43,298: train/s2s : 0.1721 | |
| INFO:2024-09-24 12:35:43,298: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 12:35:43,298: eval/ctc : -0.4107 | |
| INFO:2024-09-24 12:35:43,299: eval/s2s : 0.1382 | |
| INFO:2024-09-24 12:35:43,299: eval/loss : -0.2724 | |
| INFO:2024-09-24 12:35:43,299: eval/wer : 0.2255 | |
| INFO:2024-09-24 12:35:43,299: eval/acc : 0.9567 | |
| INFO:2024-09-24 13:24:12,053: --- epoch 29 --- | |
| INFO:2024-09-24 13:24:12,053: train/loss : -0.1910 | |
| INFO:2024-09-24 13:24:12,054: train/ctc : -0.3626 | |
| INFO:2024-09-24 13:24:12,054: train/s2s : 0.1716 | |
| INFO:2024-09-24 13:24:12,054: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 13:24:12,054: eval/ctc : -0.4031 | |
| INFO:2024-09-24 13:24:12,054: eval/s2s : 0.1438 | |
| INFO:2024-09-24 13:24:12,054: eval/loss : -0.2593 | |
| INFO:2024-09-24 13:24:12,054: eval/wer : 0.2311 | |
| INFO:2024-09-24 13:24:12,054: eval/acc : 0.9576 | |
| INFO:2024-09-24 14:12:50,449: --- epoch 30 --- | |
| INFO:2024-09-24 14:12:50,450: train/loss : -0.1959 | |
| INFO:2024-09-24 14:12:50,450: train/ctc : -0.3658 | |
| INFO:2024-09-24 14:12:50,450: train/s2s : 0.1699 | |
| INFO:2024-09-24 14:12:50,450: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 14:12:50,450: eval/ctc : -0.4055 | |
| INFO:2024-09-24 14:12:50,450: eval/s2s : 0.1437 | |
| INFO:2024-09-24 14:12:50,450: eval/loss : -0.2618 | |
| INFO:2024-09-24 14:12:50,450: eval/wer : 0.2231 | |
| INFO:2024-09-24 14:12:50,450: eval/acc : 0.9583 | |
| INFO:2024-09-24 15:01:09,782: --- epoch 31 --- | |
| INFO:2024-09-24 15:01:09,782: train/loss : -0.1955 | |
| INFO:2024-09-24 15:01:09,782: train/ctc : -0.3658 | |
| INFO:2024-09-24 15:01:09,782: train/s2s : 0.1703 | |
| INFO:2024-09-24 15:01:09,783: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 15:01:09,783: eval/ctc : -0.4246 | |
| INFO:2024-09-24 15:01:09,783: eval/s2s : 0.1362 | |
| INFO:2024-09-24 15:01:09,783: eval/loss : -0.2885 | |
| INFO:2024-09-24 15:01:09,783: eval/wer : 0.2223 | |
| INFO:2024-09-24 15:01:09,783: eval/acc : 0.9585 | |
| INFO:2024-09-24 15:50:27,311: --- epoch 32 --- | |
| INFO:2024-09-24 15:50:27,311: train/loss : -0.1992 | |
| INFO:2024-09-24 15:50:27,312: train/ctc : -0.3680 | |
| INFO:2024-09-24 15:50:27,312: train/s2s : 0.1688 | |
| INFO:2024-09-24 15:50:27,312: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 15:50:27,312: eval/ctc : -0.4035 | |
| INFO:2024-09-24 15:50:27,312: eval/s2s : 0.1519 | |
| INFO:2024-09-24 15:50:27,312: eval/loss : -0.2517 | |
| INFO:2024-09-24 15:50:27,312: eval/wer : 0.2268 | |
| INFO:2024-09-24 15:50:27,312: eval/acc : 0.9546 | |
| INFO:2024-09-24 16:39:28,362: --- epoch 33 --- | |
| INFO:2024-09-24 16:39:28,362: train/loss : -0.2016 | |
| INFO:2024-09-24 16:39:28,362: train/ctc : -0.3694 | |
| INFO:2024-09-24 16:39:28,362: train/s2s : 0.1678 | |
| INFO:2024-09-24 16:39:28,362: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 16:39:28,362: eval/ctc : -0.4138 | |
| INFO:2024-09-24 16:39:28,363: eval/s2s : 0.1389 | |
| INFO:2024-09-24 16:39:28,363: eval/loss : -0.2749 | |
| INFO:2024-09-24 16:39:28,363: eval/wer : 0.2205 | |
| INFO:2024-09-24 16:39:28,363: eval/acc : 0.9580 | |
| INFO:2024-09-24 17:28:17,348: --- epoch 34 --- | |
| INFO:2024-09-24 17:28:17,349: train/loss : -0.2050 | |
| INFO:2024-09-24 17:28:17,349: train/ctc : -0.3717 | |
| INFO:2024-09-24 17:28:17,349: train/s2s : 0.1668 | |
| INFO:2024-09-24 17:28:17,349: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 17:28:17,349: eval/ctc : -0.4151 | |
| INFO:2024-09-24 17:28:17,349: eval/s2s : 0.1455 | |
| INFO:2024-09-24 17:28:17,349: eval/loss : -0.2696 | |
| INFO:2024-09-24 17:28:17,349: eval/wer : 0.2366 | |
| INFO:2024-09-24 17:28:17,349: eval/acc : 0.9572 | |
| INFO:2024-09-24 18:16:55,716: --- epoch 35 --- | |
| INFO:2024-09-24 18:16:55,717: train/loss : -0.2069 | |
| INFO:2024-09-24 18:16:55,717: train/ctc : -0.3735 | |
| INFO:2024-09-24 18:16:55,717: train/s2s : 0.1665 | |
| INFO:2024-09-24 18:16:55,717: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 18:16:55,717: eval/ctc : -0.4041 | |
| INFO:2024-09-24 18:16:55,717: eval/s2s : 0.1406 | |
| INFO:2024-09-24 18:16:55,717: eval/loss : -0.2636 | |
| INFO:2024-09-24 18:16:55,717: eval/wer : 0.2274 | |
| INFO:2024-09-24 18:16:55,717: eval/acc : 0.9565 | |
| INFO:2024-09-24 19:05:39,337: --- epoch 36 --- | |
| INFO:2024-09-24 19:05:39,338: train/loss : -0.2093 | |
| INFO:2024-09-24 19:05:39,338: train/ctc : -0.3744 | |
| INFO:2024-09-24 19:05:39,339: train/s2s : 0.1651 | |
| INFO:2024-09-24 19:05:39,339: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 19:05:39,339: eval/ctc : -0.4197 | |
| INFO:2024-09-24 19:05:39,339: eval/s2s : 0.1468 | |
| INFO:2024-09-24 19:05:39,339: eval/loss : -0.2729 | |
| INFO:2024-09-24 19:05:39,339: eval/wer : 0.2170 | |
| INFO:2024-09-24 19:05:39,339: eval/acc : 0.9572 | |
| INFO:2024-09-24 19:55:33,763: --- epoch 37 --- | |
| INFO:2024-09-24 19:55:33,764: train/loss : -0.2109 | |
| INFO:2024-09-24 19:55:33,764: train/ctc : -0.3754 | |
| INFO:2024-09-24 19:55:33,764: train/s2s : 0.1645 | |
| INFO:2024-09-24 19:55:33,764: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 19:55:33,764: eval/ctc : -0.4025 | |
| INFO:2024-09-24 19:55:33,764: eval/s2s : 0.1356 | |
| INFO:2024-09-24 19:55:33,764: eval/loss : -0.2669 | |
| INFO:2024-09-24 19:55:33,764: eval/wer : 0.2340 | |
| INFO:2024-09-24 19:55:33,764: eval/acc : 0.9578 | |
| INFO:2024-09-24 20:44:18,407: --- epoch 38 --- | |
| INFO:2024-09-24 20:44:18,408: train/loss : -0.2140 | |
| INFO:2024-09-24 20:44:18,408: train/ctc : -0.3776 | |
| INFO:2024-09-24 20:44:18,408: train/s2s : 0.1636 | |
| INFO:2024-09-24 20:44:18,408: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 20:44:18,408: eval/ctc : -0.4119 | |
| INFO:2024-09-24 20:44:18,408: eval/s2s : 0.1404 | |
| INFO:2024-09-24 20:44:18,408: eval/loss : -0.2715 | |
| INFO:2024-09-24 20:44:18,408: eval/wer : 0.2270 | |
| INFO:2024-09-24 20:44:18,409: eval/acc : 0.9575 | |
| INFO:2024-09-24 21:33:17,828: --- epoch 39 --- | |
| INFO:2024-09-24 21:33:17,828: train/loss : -0.2170 | |
| INFO:2024-09-24 21:33:17,828: train/ctc : -0.3798 | |
| INFO:2024-09-24 21:33:17,828: train/s2s : 0.1628 | |
| INFO:2024-09-24 21:33:17,828: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 21:33:17,828: eval/ctc : -0.4135 | |
| INFO:2024-09-24 21:33:17,829: eval/s2s : 0.1406 | |
| INFO:2024-09-24 21:33:17,829: eval/loss : -0.2729 | |
| INFO:2024-09-24 21:33:17,829: eval/wer : 0.2288 | |
| INFO:2024-09-24 21:33:17,829: eval/acc : 0.9593 | |
| INFO:2024-09-24 22:22:13,265: --- epoch 40 --- | |
| INFO:2024-09-24 22:22:13,265: train/loss : -0.2196 | |
| INFO:2024-09-24 22:22:13,265: train/ctc : -0.3817 | |
| INFO:2024-09-24 22:22:13,266: train/s2s : 0.1621 | |
| INFO:2024-09-24 22:22:13,266: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 22:22:13,266: eval/ctc : -0.4173 | |
| INFO:2024-09-24 22:22:13,266: eval/s2s : 0.1409 | |
| INFO:2024-09-24 22:22:13,266: eval/loss : -0.2764 | |
| INFO:2024-09-24 22:22:13,266: eval/wer : 0.2236 | |
| INFO:2024-09-24 22:22:13,266: eval/acc : 0.9599 | |
| INFO:2024-09-24 23:10:52,651: --- epoch 41 --- | |
| INFO:2024-09-24 23:10:52,651: train/loss : -0.2221 | |
| INFO:2024-09-24 23:10:52,651: train/ctc : -0.3831 | |
| INFO:2024-09-24 23:10:52,651: train/s2s : 0.1609 | |
| INFO:2024-09-24 23:10:52,651: train/learning_rate: 0.0005 | |
| INFO:2024-09-24 23:10:52,651: eval/ctc : -0.4158 | |
| INFO:2024-09-24 23:10:52,651: eval/s2s : 0.1330 | |
| INFO:2024-09-24 23:10:52,651: eval/loss : -0.2828 | |
| INFO:2024-09-24 23:10:52,651: eval/wer : 0.2297 | |
| INFO:2024-09-24 23:10:52,652: eval/acc : 0.9611 | |
| INFO:2024-09-25 00:00:03,302: --- epoch 42 --- | |
| INFO:2024-09-25 00:00:03,302: train/loss : -0.2211 | |
| INFO:2024-09-25 00:00:03,303: train/ctc : -0.3821 | |
| INFO:2024-09-25 00:00:03,303: train/s2s : 0.1610 | |
| INFO:2024-09-25 00:00:03,303: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 00:00:03,303: eval/ctc : -0.4012 | |
| INFO:2024-09-25 00:00:03,303: eval/s2s : 0.1388 | |
| INFO:2024-09-25 00:00:03,303: eval/loss : -0.2625 | |
| INFO:2024-09-25 00:00:03,303: eval/wer : 0.2189 | |
| INFO:2024-09-25 00:00:03,303: eval/acc : 0.9573 | |
| INFO:2024-09-25 00:50:19,302: --- epoch 43 --- | |
| INFO:2024-09-25 00:50:19,302: train/loss : -0.2225 | |
| INFO:2024-09-25 00:50:19,302: train/ctc : -0.3832 | |
| INFO:2024-09-25 00:50:19,302: train/s2s : 0.1607 | |
| INFO:2024-09-25 00:50:19,302: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 00:50:19,302: eval/ctc : -0.4199 | |
| INFO:2024-09-25 00:50:19,302: eval/s2s : 0.1461 | |
| INFO:2024-09-25 00:50:19,302: eval/loss : -0.2738 | |
| INFO:2024-09-25 00:50:19,302: eval/wer : 0.2154 | |
| INFO:2024-09-25 00:50:19,302: eval/acc : 0.9560 | |
| INFO:2024-09-25 01:41:26,414: --- epoch 44 --- | |
| INFO:2024-09-25 01:41:26,414: train/loss : -0.2230 | |
| INFO:2024-09-25 01:41:26,415: train/ctc : -0.3835 | |
| INFO:2024-09-25 01:41:26,415: train/s2s : 0.1605 | |
| INFO:2024-09-25 01:41:26,415: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 01:41:26,415: eval/ctc : -0.4205 | |
| INFO:2024-09-25 01:41:26,415: eval/s2s : 0.1364 | |
| INFO:2024-09-25 01:41:26,415: eval/loss : -0.2841 | |
| INFO:2024-09-25 01:41:26,415: eval/wer : 0.2317 | |
| INFO:2024-09-25 01:41:26,415: eval/acc : 0.9605 | |
| INFO:2024-09-25 02:32:24,406: --- epoch 45 --- | |
| INFO:2024-09-25 02:32:24,406: train/loss : -0.2244 | |
| INFO:2024-09-25 02:32:24,407: train/ctc : -0.3847 | |
| INFO:2024-09-25 02:32:24,407: train/s2s : 0.1603 | |
| INFO:2024-09-25 02:32:24,407: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 02:32:24,407: eval/ctc : -0.4281 | |
| INFO:2024-09-25 02:32:24,407: eval/s2s : 0.1401 | |
| INFO:2024-09-25 02:32:24,407: eval/loss : -0.2880 | |
| INFO:2024-09-25 02:32:24,407: eval/wer : 0.2251 | |
| INFO:2024-09-25 02:32:24,407: eval/acc : 0.9602 | |
| INFO:2024-09-25 03:22:21,283: --- epoch 46 --- | |
| INFO:2024-09-25 03:22:21,283: train/loss : -0.2257 | |
| INFO:2024-09-25 03:22:21,283: train/ctc : -0.3853 | |
| INFO:2024-09-25 03:22:21,283: train/s2s : 0.1596 | |
| INFO:2024-09-25 03:22:21,283: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 03:22:21,284: eval/ctc : -0.4105 | |
| INFO:2024-09-25 03:22:21,284: eval/s2s : 0.1442 | |
| INFO:2024-09-25 03:22:21,284: eval/loss : -0.2663 | |
| INFO:2024-09-25 03:22:21,284: eval/wer : 0.2228 | |
| INFO:2024-09-25 03:22:21,284: eval/acc : 0.9591 | |
| INFO:2024-09-25 04:11:33,625: --- epoch 47 --- | |
| INFO:2024-09-25 04:11:33,625: train/loss : -0.2261 | |
| INFO:2024-09-25 04:11:33,625: train/ctc : -0.3848 | |
| INFO:2024-09-25 04:11:33,625: train/s2s : 0.1587 | |
| INFO:2024-09-25 04:11:33,625: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 04:11:33,625: eval/ctc : -0.4260 | |
| INFO:2024-09-25 04:11:33,625: eval/s2s : 0.1324 | |
| INFO:2024-09-25 04:11:33,625: eval/loss : -0.2936 | |
| INFO:2024-09-25 04:11:33,625: eval/wer : 0.2158 | |
| INFO:2024-09-25 04:11:33,625: eval/acc : 0.9613 | |
| INFO:2024-09-25 05:00:47,470: --- epoch 48 --- | |
| INFO:2024-09-25 05:00:47,470: train/loss : -0.2306 | |
| INFO:2024-09-25 05:00:47,470: train/ctc : -0.3883 | |
| INFO:2024-09-25 05:00:47,470: train/s2s : 0.1577 | |
| INFO:2024-09-25 05:00:47,470: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 05:00:47,470: eval/ctc : -0.4255 | |
| INFO:2024-09-25 05:00:47,470: eval/s2s : 0.1403 | |
| INFO:2024-09-25 05:00:47,470: eval/loss : -0.2852 | |
| INFO:2024-09-25 05:00:47,470: eval/wer : 0.2003 | |
| INFO:2024-09-25 05:00:47,471: eval/acc : 0.9597 | |
| INFO:2024-09-25 05:49:49,507: --- epoch 49 --- | |
| INFO:2024-09-25 05:49:49,507: train/loss : -0.2306 | |
| INFO:2024-09-25 05:49:49,508: train/ctc : -0.3883 | |
| INFO:2024-09-25 05:49:49,508: train/s2s : 0.1577 | |
| INFO:2024-09-25 05:49:49,508: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 05:49:49,508: eval/ctc : -0.4128 | |
| INFO:2024-09-25 05:49:49,508: eval/s2s : 0.1353 | |
| INFO:2024-09-25 05:49:49,508: eval/loss : -0.2775 | |
| INFO:2024-09-25 05:49:49,508: eval/wer : 0.2175 | |
| INFO:2024-09-25 05:49:49,508: eval/acc : 0.9617 | |
| INFO:2024-09-25 06:38:51,990: --- epoch 50 --- | |
| INFO:2024-09-25 06:38:51,990: train/loss : -0.2331 | |
| INFO:2024-09-25 06:38:51,990: train/ctc : -0.3901 | |
| INFO:2024-09-25 06:38:51,990: train/s2s : 0.1570 | |
| INFO:2024-09-25 06:38:51,990: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 06:38:51,990: eval/ctc : -0.4257 | |
| INFO:2024-09-25 06:38:51,990: eval/s2s : 0.1339 | |
| INFO:2024-09-25 06:38:51,991: eval/loss : -0.2918 | |
| INFO:2024-09-25 06:38:51,991: eval/wer : 0.2064 | |
| INFO:2024-09-25 06:38:51,991: eval/acc : 0.9610 | |
| INFO:2024-09-25 07:27:48,889: --- epoch 51 --- | |
| INFO:2024-09-25 07:27:48,890: train/loss : -0.2361 | |
| INFO:2024-09-25 07:27:48,890: train/ctc : -0.3923 | |
| INFO:2024-09-25 07:27:48,890: train/s2s : 0.1562 | |
| INFO:2024-09-25 07:27:48,890: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 07:27:48,890: eval/ctc : -0.4243 | |
| INFO:2024-09-25 07:27:48,890: eval/s2s : 0.1421 | |
| INFO:2024-09-25 07:27:48,890: eval/loss : -0.2821 | |
| INFO:2024-09-25 07:27:48,890: eval/wer : 0.2165 | |
| INFO:2024-09-25 07:27:48,890: eval/acc : 0.9592 | |
| INFO:2024-09-25 08:16:49,981: --- epoch 52 --- | |
| INFO:2024-09-25 08:16:49,981: train/loss : -0.2357 | |
| INFO:2024-09-25 08:16:49,982: train/ctc : -0.3916 | |
| INFO:2024-09-25 08:16:49,982: train/s2s : 0.1559 | |
| INFO:2024-09-25 08:16:49,982: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 08:16:49,982: eval/ctc : -0.4176 | |
| INFO:2024-09-25 08:16:49,982: eval/s2s : 0.1423 | |
| INFO:2024-09-25 08:16:49,982: eval/loss : -0.2753 | |
| INFO:2024-09-25 08:16:49,982: eval/wer : 0.2188 | |
| INFO:2024-09-25 08:16:49,983: eval/acc : 0.9590 | |
| INFO:2024-09-25 09:05:27,237: --- epoch 53 --- | |
| INFO:2024-09-25 09:05:27,237: train/loss : -0.2376 | |
| INFO:2024-09-25 09:05:27,237: train/ctc : -0.3930 | |
| INFO:2024-09-25 09:05:27,237: train/s2s : 0.1554 | |
| INFO:2024-09-25 09:05:27,237: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 09:05:27,237: eval/ctc : -0.3972 | |
| INFO:2024-09-25 09:05:27,237: eval/s2s : 0.1406 | |
| INFO:2024-09-25 09:05:27,237: eval/loss : -0.2566 | |
| INFO:2024-09-25 09:05:27,237: eval/wer : 0.2179 | |
| INFO:2024-09-25 09:05:27,238: eval/acc : 0.9575 | |
| INFO:2024-09-25 09:54:01,738: --- epoch 54 --- | |
| INFO:2024-09-25 09:54:01,739: train/loss : -0.2388 | |
| INFO:2024-09-25 09:54:01,739: train/ctc : -0.3936 | |
| INFO:2024-09-25 09:54:01,739: train/s2s : 0.1548 | |
| INFO:2024-09-25 09:54:01,739: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 09:54:01,739: eval/ctc : -0.4240 | |
| INFO:2024-09-25 09:54:01,739: eval/s2s : 0.1334 | |
| INFO:2024-09-25 09:54:01,739: eval/loss : -0.2906 | |
| INFO:2024-09-25 09:54:01,739: eval/wer : 0.2284 | |
| INFO:2024-09-25 09:54:01,739: eval/acc : 0.9577 | |
| INFO:2024-09-25 10:42:30,055: --- epoch 55 --- | |
| INFO:2024-09-25 10:42:30,055: train/loss : -0.2399 | |
| INFO:2024-09-25 10:42:30,055: train/ctc : -0.3943 | |
| INFO:2024-09-25 10:42:30,055: train/s2s : 0.1544 | |
| INFO:2024-09-25 10:42:30,056: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 10:42:30,056: eval/ctc : -0.4040 | |
| INFO:2024-09-25 10:42:30,056: eval/s2s : 0.1370 | |
| INFO:2024-09-25 10:42:30,056: eval/loss : -0.2669 | |
| INFO:2024-09-25 10:42:30,056: eval/wer : 0.2381 | |
| INFO:2024-09-25 10:42:30,056: eval/acc : 0.9575 | |
| INFO:2024-09-25 11:30:54,485: --- epoch 56 --- | |
| INFO:2024-09-25 11:30:54,485: train/loss : -0.2414 | |
| INFO:2024-09-25 11:30:54,485: train/ctc : -0.3954 | |
| INFO:2024-09-25 11:30:54,485: train/s2s : 0.1540 | |
| INFO:2024-09-25 11:30:54,485: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 11:30:54,486: eval/ctc : -0.4261 | |
| INFO:2024-09-25 11:30:54,486: eval/s2s : 0.1329 | |
| INFO:2024-09-25 11:30:54,486: eval/loss : -0.2932 | |
| INFO:2024-09-25 11:30:54,486: eval/wer : 0.2154 | |
| INFO:2024-09-25 11:30:54,486: eval/acc : 0.9609 | |
| INFO:2024-09-25 12:19:23,338: --- epoch 57 --- | |
| INFO:2024-09-25 12:19:23,338: train/loss : -0.2354 | |
| INFO:2024-09-25 12:19:23,338: train/ctc : -0.3929 | |
| INFO:2024-09-25 12:19:23,338: train/s2s : 0.1576 | |
| INFO:2024-09-25 12:19:23,338: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 12:19:23,338: eval/ctc : -0.3468 | |
| INFO:2024-09-25 12:19:23,338: eval/s2s : 0.2053 | |
| INFO:2024-09-25 12:19:23,338: eval/loss : -0.1415 | |
| INFO:2024-09-25 12:19:23,338: eval/wer : 0.2184 | |
| INFO:2024-09-25 12:19:23,338: eval/acc : 0.9420 | |
| INFO:2024-09-25 13:07:50,990: --- epoch 58 --- | |
| INFO:2024-09-25 13:07:50,991: train/loss : -0.2102 | |
| INFO:2024-09-25 13:07:50,991: train/ctc : -0.3789 | |
| INFO:2024-09-25 13:07:50,991: train/s2s : 0.1686 | |
| INFO:2024-09-25 13:07:50,991: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 13:07:50,991: eval/ctc : -0.4209 | |
| INFO:2024-09-25 13:07:50,991: eval/s2s : 0.1372 | |
| INFO:2024-09-25 13:07:50,991: eval/loss : -0.2836 | |
| INFO:2024-09-25 13:07:50,992: eval/wer : 0.2153 | |
| INFO:2024-09-25 13:07:50,992: eval/acc : 0.9594 | |
| INFO:2024-09-25 13:56:30,348: --- epoch 59 --- | |
| INFO:2024-09-25 13:56:30,348: train/loss : -0.2445 | |
| INFO:2024-09-25 13:56:30,348: train/ctc : -0.3977 | |
| INFO:2024-09-25 13:56:30,348: train/s2s : 0.1533 | |
| INFO:2024-09-25 13:56:30,348: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 13:56:30,348: eval/ctc : -0.4320 | |
| INFO:2024-09-25 13:56:30,349: eval/s2s : 0.1333 | |
| INFO:2024-09-25 13:56:30,349: eval/loss : -0.2988 | |
| INFO:2024-09-25 13:56:30,349: eval/wer : 0.2128 | |
| INFO:2024-09-25 13:56:30,349: eval/acc : 0.9635 | |
| INFO:2024-09-25 14:45:26,099: --- epoch 60 --- | |
| INFO:2024-09-25 14:45:26,099: train/loss : -0.2459 | |
| INFO:2024-09-25 14:45:26,099: train/ctc : -0.3992 | |
| INFO:2024-09-25 14:45:26,100: train/s2s : 0.1533 | |
| INFO:2024-09-25 14:45:26,100: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 14:45:26,100: eval/ctc : -0.4235 | |
| INFO:2024-09-25 14:45:26,100: eval/s2s : 0.1374 | |
| INFO:2024-09-25 14:45:26,100: eval/loss : -0.2861 | |
| INFO:2024-09-25 14:45:26,100: eval/wer : 0.2129 | |
| INFO:2024-09-25 14:45:26,100: eval/acc : 0.9605 | |
| INFO:2024-09-25 15:34:15,837: --- epoch 61 --- | |
| INFO:2024-09-25 15:34:15,838: train/loss : -0.2479 | |
| INFO:2024-09-25 15:34:15,838: train/ctc : -0.4003 | |
| INFO:2024-09-25 15:34:15,838: train/s2s : 0.1524 | |
| INFO:2024-09-25 15:34:15,838: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 15:34:15,838: eval/ctc : -0.4223 | |
| INFO:2024-09-25 15:34:15,838: eval/s2s : 0.1439 | |
| INFO:2024-09-25 15:34:15,838: eval/loss : -0.2785 | |
| INFO:2024-09-25 15:34:15,838: eval/wer : 0.2062 | |
| INFO:2024-09-25 15:34:15,838: eval/acc : 0.9611 | |
| INFO:2024-09-25 16:23:29,214: --- epoch 62 --- | |
| INFO:2024-09-25 16:23:29,215: train/loss : -0.2498 | |
| INFO:2024-09-25 16:23:29,215: train/ctc : -0.4012 | |
| INFO:2024-09-25 16:23:29,215: train/s2s : 0.1514 | |
| INFO:2024-09-25 16:23:29,215: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 16:23:29,215: eval/ctc : -0.4303 | |
| INFO:2024-09-25 16:23:29,215: eval/s2s : 0.1271 | |
| INFO:2024-09-25 16:23:29,215: eval/loss : -0.3032 | |
| INFO:2024-09-25 16:23:29,215: eval/wer : 0.2124 | |
| INFO:2024-09-25 16:23:29,215: eval/acc : 0.9640 | |
| INFO:2024-09-25 17:12:41,886: --- epoch 63 --- | |
| INFO:2024-09-25 17:12:41,886: train/loss : -0.2520 | |
| INFO:2024-09-25 17:12:41,886: train/ctc : -0.4023 | |
| INFO:2024-09-25 17:12:41,887: train/s2s : 0.1504 | |
| INFO:2024-09-25 17:12:41,887: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 17:12:41,887: eval/ctc : -0.4296 | |
| INFO:2024-09-25 17:12:41,887: eval/s2s : 0.1315 | |
| INFO:2024-09-25 17:12:41,887: eval/loss : -0.2980 | |
| INFO:2024-09-25 17:12:41,887: eval/wer : 0.2141 | |
| INFO:2024-09-25 17:12:41,887: eval/acc : 0.9616 | |
| INFO:2024-09-25 18:01:25,659: --- epoch 64 --- | |
| INFO:2024-09-25 18:01:25,659: train/loss : -0.2505 | |
| INFO:2024-09-25 18:01:25,660: train/ctc : -0.4012 | |
| INFO:2024-09-25 18:01:25,660: train/s2s : 0.1506 | |
| INFO:2024-09-25 18:01:25,660: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 18:01:25,660: eval/ctc : -0.4288 | |
| INFO:2024-09-25 18:01:25,660: eval/s2s : 0.1361 | |
| INFO:2024-09-25 18:01:25,660: eval/loss : -0.2927 | |
| INFO:2024-09-25 18:01:25,660: eval/wer : 0.2130 | |
| INFO:2024-09-25 18:01:25,660: eval/acc : 0.9607 | |
| INFO:2024-09-25 18:50:17,223: --- epoch 65 --- | |
| INFO:2024-09-25 18:50:17,224: train/loss : -0.2530 | |
| INFO:2024-09-25 18:50:17,224: train/ctc : -0.4030 | |
| INFO:2024-09-25 18:50:17,224: train/s2s : 0.1500 | |
| INFO:2024-09-25 18:50:17,224: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 18:50:17,224: eval/ctc : -0.4079 | |
| INFO:2024-09-25 18:50:17,224: eval/s2s : 0.1411 | |
| INFO:2024-09-25 18:50:17,224: eval/loss : -0.2668 | |
| INFO:2024-09-25 18:50:17,224: eval/wer : 0.2103 | |
| INFO:2024-09-25 18:50:17,224: eval/acc : 0.9591 | |
| INFO:2024-09-25 19:39:27,108: --- epoch 66 --- | |
| INFO:2024-09-25 19:39:27,108: train/loss : -0.2545 | |
| INFO:2024-09-25 19:39:27,109: train/ctc : -0.4043 | |
| INFO:2024-09-25 19:39:27,109: train/s2s : 0.1498 | |
| INFO:2024-09-25 19:39:27,109: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 19:39:27,109: eval/ctc : -0.4216 | |
| INFO:2024-09-25 19:39:27,109: eval/s2s : 0.1383 | |
| INFO:2024-09-25 19:39:27,109: eval/loss : -0.2833 | |
| INFO:2024-09-25 19:39:27,109: eval/wer : 0.2172 | |
| INFO:2024-09-25 19:39:27,109: eval/acc : 0.9612 | |
| INFO:2024-09-25 20:28:23,260: --- epoch 67 --- | |
| INFO:2024-09-25 20:28:23,260: train/loss : -0.2557 | |
| INFO:2024-09-25 20:28:23,260: train/ctc : -0.4049 | |
| INFO:2024-09-25 20:28:23,260: train/s2s : 0.1493 | |
| INFO:2024-09-25 20:28:23,261: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 20:28:23,261: eval/ctc : -0.4199 | |
| INFO:2024-09-25 20:28:23,261: eval/s2s : 0.1309 | |
| INFO:2024-09-25 20:28:23,261: eval/loss : -0.2890 | |
| INFO:2024-09-25 20:28:23,261: eval/wer : 0.2102 | |
| INFO:2024-09-25 20:28:23,261: eval/acc : 0.9636 | |
| INFO:2024-09-25 21:16:21,854: --- epoch 68 --- | |
| INFO:2024-09-25 21:16:21,855: train/loss : -0.2585 | |
| INFO:2024-09-25 21:16:21,855: train/ctc : -0.4071 | |
| INFO:2024-09-25 21:16:21,855: train/s2s : 0.1486 | |
| INFO:2024-09-25 21:16:21,855: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 21:16:21,855: eval/ctc : -0.4161 | |
| INFO:2024-09-25 21:16:21,855: eval/s2s : 0.1410 | |
| INFO:2024-09-25 21:16:21,855: eval/loss : -0.2751 | |
| INFO:2024-09-25 21:16:21,855: eval/wer : 0.2139 | |
| INFO:2024-09-25 21:16:21,855: eval/acc : 0.9610 | |
| INFO:2024-09-25 22:04:25,556: --- epoch 69 --- | |
| INFO:2024-09-25 22:04:25,556: train/loss : -0.2588 | |
| INFO:2024-09-25 22:04:25,556: train/ctc : -0.4071 | |
| INFO:2024-09-25 22:04:25,556: train/s2s : 0.1483 | |
| INFO:2024-09-25 22:04:25,556: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 22:04:25,556: eval/ctc : -0.4313 | |
| INFO:2024-09-25 22:04:25,557: eval/s2s : 0.1347 | |
| INFO:2024-09-25 22:04:25,557: eval/loss : -0.2966 | |
| INFO:2024-09-25 22:04:25,557: eval/wer : 0.2043 | |
| INFO:2024-09-25 22:04:25,557: eval/acc : 0.9561 | |
| INFO:2024-09-25 22:53:11,182: --- epoch 70 --- | |
| INFO:2024-09-25 22:53:11,182: train/loss : -0.2608 | |
| INFO:2024-09-25 22:53:11,183: train/ctc : -0.4084 | |
| INFO:2024-09-25 22:53:11,183: train/s2s : 0.1475 | |
| INFO:2024-09-25 22:53:11,183: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 22:53:11,183: eval/ctc : -0.4267 | |
| INFO:2024-09-25 22:53:11,183: eval/s2s : 0.1316 | |
| INFO:2024-09-25 22:53:11,183: eval/loss : -0.2951 | |
| INFO:2024-09-25 22:53:11,183: eval/wer : 0.2187 | |
| INFO:2024-09-25 22:53:11,183: eval/acc : 0.9620 | |
| INFO:2024-09-25 23:41:49,672: --- epoch 71 --- | |
| INFO:2024-09-25 23:41:49,672: train/loss : -0.2615 | |
| INFO:2024-09-25 23:41:49,672: train/ctc : -0.4087 | |
| INFO:2024-09-25 23:41:49,673: train/s2s : 0.1472 | |
| INFO:2024-09-25 23:41:49,673: train/learning_rate: 0.0004 | |
| INFO:2024-09-25 23:41:49,673: eval/ctc : -0.4182 | |
| INFO:2024-09-25 23:41:49,673: eval/s2s : 0.1473 | |
| INFO:2024-09-25 23:41:49,673: eval/loss : -0.2709 | |
| INFO:2024-09-25 23:41:49,673: eval/wer : 0.2108 | |
| INFO:2024-09-25 23:41:49,673: eval/acc : 0.9587 | |
| INFO:2024-09-26 00:30:37,457: --- epoch 72 --- | |
| INFO:2024-09-26 00:30:37,458: train/loss : -0.2619 | |
| INFO:2024-09-26 00:30:37,458: train/ctc : -0.4084 | |
| INFO:2024-09-26 00:30:37,458: train/s2s : 0.1466 | |
| INFO:2024-09-26 00:30:37,458: train/learning_rate: 0.0004 | |
| INFO:2024-09-26 00:30:37,458: eval/ctc : -0.4294 | |
| INFO:2024-09-26 00:30:37,458: eval/s2s : 0.1358 | |
| INFO:2024-09-26 00:30:37,459: eval/loss : -0.2937 | |
| INFO:2024-09-26 00:30:37,459: eval/wer : 0.2129 | |
| INFO:2024-09-26 00:30:37,459: eval/acc : 0.9651 | |
| INFO:2024-09-26 01:19:14,623: --- epoch 73 --- | |
| INFO:2024-09-26 01:19:14,623: train/loss : -0.2636 | |
| INFO:2024-09-26 01:19:14,623: train/ctc : -0.4104 | |
| INFO:2024-09-26 01:19:14,623: train/s2s : 0.1468 | |
| INFO:2024-09-26 01:19:14,623: train/learning_rate: 0.0004 | |
| INFO:2024-09-26 01:19:14,623: eval/ctc : -0.4282 | |
| INFO:2024-09-26 01:19:14,624: eval/s2s : 0.1320 | |
| INFO:2024-09-26 01:19:14,624: eval/loss : -0.2962 | |
| INFO:2024-09-26 01:19:14,624: eval/wer : 0.2103 | |
| INFO:2024-09-26 01:19:14,624: eval/acc : 0.9620 | |
| INFO:2024-09-26 02:08:02,146: --- epoch 74 --- | |
| INFO:2024-09-26 02:08:02,147: train/loss : -0.2662 | |
| INFO:2024-09-26 02:08:02,147: train/ctc : -0.4121 | |
| INFO:2024-09-26 02:08:02,147: train/s2s : 0.1459 | |
| INFO:2024-09-26 02:08:02,147: train/learning_rate: 0.0004 | |
| INFO:2024-09-26 02:08:02,147: eval/ctc : -0.4323 | |
| INFO:2024-09-26 02:08:02,147: eval/s2s : 0.1304 | |
| INFO:2024-09-26 02:08:02,147: eval/loss : -0.3019 | |
| INFO:2024-09-26 02:08:02,147: eval/wer : 0.2119 | |
| INFO:2024-09-26 02:08:02,147: eval/acc : 0.9611 | |
| INFO:2024-09-26 02:56:40,306: --- epoch 75 --- | |
| INFO:2024-09-26 02:56:40,306: train/loss : -0.2677 | |
| INFO:2024-09-26 02:56:40,306: train/ctc : -0.4124 | |
| INFO:2024-09-26 02:56:40,306: train/s2s : 0.1447 | |
| INFO:2024-09-26 02:56:40,306: train/learning_rate: 0.0003 | |
| INFO:2024-09-26 02:56:40,306: eval/ctc : -0.4271 | |
| INFO:2024-09-26 02:56:40,306: eval/s2s : 0.1326 | |
| INFO:2024-09-26 02:56:40,306: eval/loss : -0.2945 | |
| INFO:2024-09-26 02:56:40,308: eval/wer : 0.2050 | |
| INFO:2024-09-26 02:56:40,308: eval/acc : 0.9623 | |
| INFO:2024-09-26 03:44:54,666: --- epoch 76 --- | |
| INFO:2024-09-26 03:44:54,666: train/loss : -0.2670 | |
| INFO:2024-09-26 03:44:54,666: train/ctc : -0.4121 | |
| INFO:2024-09-26 03:44:54,667: train/s2s : 0.1451 | |
| INFO:2024-09-26 03:44:54,667: train/learning_rate: 0.0003 | |
| INFO:2024-09-26 03:44:54,667: eval/ctc : -0.4302 | |
| INFO:2024-09-26 03:44:54,667: eval/s2s : 0.1311 | |
| INFO:2024-09-26 03:44:54,667: eval/loss : -0.2991 | |
| INFO:2024-09-26 03:44:54,667: eval/wer : 0.2087 | |
| INFO:2024-09-26 03:44:54,667: eval/acc : 0.9637 | |
| INFO:2024-09-26 04:33:20,876: --- epoch 77 --- | |
| INFO:2024-09-26 04:33:20,876: train/loss : -0.2671 | |
| INFO:2024-09-26 04:33:20,877: train/ctc : -0.4125 | |
| INFO:2024-09-26 04:33:20,877: train/s2s : 0.1454 | |
| INFO:2024-09-26 04:33:20,877: train/learning_rate: 0.0003 | |
| INFO:2024-09-26 04:33:20,877: eval/ctc : -0.4293 | |
| INFO:2024-09-26 04:33:20,877: eval/s2s : 0.1275 | |
| INFO:2024-09-26 04:33:20,877: eval/loss : -0.3018 | |
| INFO:2024-09-26 04:33:20,877: eval/wer : 0.2124 | |
| INFO:2024-09-26 04:33:20,877: eval/acc : 0.9641 | |
| INFO:2024-09-26 05:21:16,161: --- epoch 78 --- | |
| INFO:2024-09-26 05:21:16,161: train/loss : -0.2683 | |
| INFO:2024-09-26 05:21:16,161: train/ctc : -0.4131 | |
| INFO:2024-09-26 05:21:16,161: train/s2s : 0.1448 | |
| INFO:2024-09-26 05:21:16,161: train/learning_rate: 0.0003 | |
| INFO:2024-09-26 05:21:16,162: eval/ctc : -0.4222 | |
| INFO:2024-09-26 05:21:16,162: eval/s2s : 0.1354 | |
| INFO:2024-09-26 05:21:16,162: eval/loss : -0.2868 | |
| INFO:2024-09-26 05:21:16,162: eval/wer : 0.2150 | |
| INFO:2024-09-26 05:21:16,162: eval/acc : 0.9618 | |
| INFO:2024-09-26 06:09:10,953: --- epoch 79 --- | |
| INFO:2024-09-26 06:09:10,954: train/loss : -0.2695 | |
| INFO:2024-09-26 06:09:10,954: train/ctc : -0.4139 | |
| INFO:2024-09-26 06:09:10,954: train/s2s : 0.1444 | |
| INFO:2024-09-26 06:09:10,954: train/learning_rate: 0.0003 | |
| INFO:2024-09-26 06:09:10,954: eval/ctc : -0.4350 | |
| INFO:2024-09-26 06:09:10,954: eval/s2s : 0.1333 | |
| INFO:2024-09-26 06:09:10,954: eval/loss : -0.3017 | |
| INFO:2024-09-26 06:09:10,954: eval/wer : 0.2031 | |
| INFO:2024-09-26 06:09:10,954: eval/acc : 0.9628 | |
| INFO:2024-09-26 06:57:10,669: --- epoch 80 --- | |
| INFO:2024-09-26 06:57:10,669: train/loss : -0.2694 | |
| INFO:2024-09-26 06:57:10,669: train/ctc : -0.4138 | |
| INFO:2024-09-26 06:57:10,670: train/s2s : 0.1444 | |
| INFO:2024-09-26 06:57:10,670: train/learning_rate: 0.0003 | |
| INFO:2024-09-26 06:57:10,670: eval/ctc : -0.4345 | |
| INFO:2024-09-26 06:57:10,670: eval/s2s : 0.1310 | |
| INFO:2024-09-26 06:57:10,670: eval/loss : -0.3035 | |
| INFO:2024-09-26 06:57:10,670: eval/wer : 0.1953 | |
| INFO:2024-09-26 06:57:10,670: eval/acc : 0.9638 | |