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