Task 5628707
| Name | ParityMachine-1625097764-31264-0_1 |
| Workunit | 3395398 |
| Created | 4 Jul 2021, 21:03:46 UTC |
| Sent | 4 Jul 2021, 22:23:38 UTC |
| Report deadline | 12 Jul 2021, 22:23:38 UTC |
| Received | 5 Jul 2021, 9:04:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 36 min 1 sec |
| CPU time | 1 hours 35 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311517 | val_loss: 0.0311845 | Time: 2775.48 ms [2021-07-05 10:40:13 main:574] : INFO : Epoch 1543 | loss: 0.0311457 | val_loss: 0.0311813 | Time: 2869.03 ms [2021-07-05 10:40:16 main:574] : INFO : Epoch 1544 | loss: 0.0311438 | val_loss: 0.0311911 | Time: 2837.77 ms [2021-07-05 10:40:19 main:574] : INFO : Epoch 1545 | loss: 0.0311476 | val_loss: 0.0311787 | Time: 2778.12 ms [2021-07-05 10:40:21 main:574] : INFO : Epoch 1546 | loss: 0.0311456 | val_loss: 0.0311791 | Time: 2833.88 ms [2021-07-05 10:40:24 main:574] : INFO : Epoch 1547 | loss: 0.0311406 | val_loss: 0.0311871 | Time: 2792.54 ms [2021-07-05 10:40:27 main:574] : INFO : Epoch 1548 | loss: 0.0311422 | val_loss: 0.0311948 | Time: 2794.92 ms [2021-07-05 10:40:30 main:574] : INFO : Epoch 1549 | loss: 0.0311452 | val_loss: 0.031181 | Time: 2836.66 ms [2021-07-05 10:40:33 main:574] : INFO : Epoch 1550 | loss: 0.0311416 | val_loss: 0.031184 | Time: 2835.24 ms [2021-07-05 10:40:36 main:574] : INFO : Epoch 1551 | loss: 0.0311445 | val_loss: 0.031187 | Time: 2830.27 ms [2021-07-05 10:40:38 main:574] : INFO : Epoch 1552 | loss: 0.0311449 | val_loss: 0.0311762 | Time: 2791.51 ms [2021-07-05 10:40:41 main:574] : INFO : Epoch 1553 | loss: 0.031141 | val_loss: 0.0311829 | Time: 2855.8 ms [2021-07-05 10:40:44 main:574] : INFO : Epoch 1554 | loss: 0.0311433 | val_loss: 0.0311784 | Time: 2830.37 ms [2021-07-05 10:40:47 main:574] : INFO : Epoch 1555 | loss: 0.0311462 | val_loss: 0.031182 | Time: 2805.67 ms [2021-07-05 10:40:50 main:574] : INFO : Epoch 1556 | loss: 0.0311481 | val_loss: 0.0311865 | Time: 2819.65 ms [2021-07-05 10:40:53 main:574] : INFO : Epoch 1557 | loss: 0.0311457 | val_loss: 0.0311806 | Time: 2819.75 ms [2021-07-05 10:40:55 main:574] : INFO : Epoch 1558 | loss: 0.0311438 | val_loss: 0.0311821 | Time: 2796.03 ms [2021-07-05 10:40:58 main:574] : INFO : Epoch 1559 | loss: 0.0311434 | val_loss: 0.031182 | Time: 2743.53 ms [2021-07-05 10:41:01 main:574] : INFO : Epoch 1560 | loss: 0.0311424 | val_loss: 0.0311887 | Time: 2824.64 ms [2021-07-05 10:41:04 main:574] : INFO : Epoch 1561 | loss: 0.0311434 | val_loss: 0.0311757 | Time: 2830.81 ms [2021-07-05 10:41:07 main:574] : INFO : Epoch 1562 | loss: 0.0311458 | val_loss: 0.0311853 | Time: 2805.38 ms [2021-07-05 10:41:09 main:574] : INFO : Epoch 1563 | loss: 0.0311425 | val_loss: 0.0311839 | Time: 2760.6 ms [2021-07-05 10:41:12 main:574] : INFO : Epoch 1564 | loss: 0.0311432 | val_loss: 0.0311848 | Time: 2816.66 ms [2021-07-05 10:41:15 main:574] : INFO : Epoch 1565 | loss: 0.0311498 | val_loss: 0.0311832 | Time: 2720.1 ms [2021-07-05 10:41:18 main:574] : INFO : Epoch 1566 | loss: 0.0311472 | val_loss: 0.0311854 | Time: 2836.01 ms [2021-07-05 10:41:21 main:574] : INFO : Epoch 1567 | loss: 0.0311498 | val_loss: 0.0311824 | Time: 2806.88 ms [2021-07-05 10:41:23 main:574] : INFO : Epoch 1568 | loss: 0.0311473 | val_loss: 0.0311908 | Time: 2832.42 ms [2021-07-05 10:41:26 main:574] : INFO : Epoch 1569 | loss: 0.0311409 | val_loss: 0.0311892 | Time: 2847.96 ms [2021-07-05 10:41:29 main:574] : INFO : Epoch 1570 | loss: 0.031143 | val_loss: 0.0311809 | Time: 2810.23 ms [2021-07-05 10:41:32 main:574] : INFO : Epoch 1571 | loss: 0.03114 | val_loss: 0.0311982 | Time: 2822.87 ms [2021-07-05 10:41:35 main:574] : INFO : Epoch 1572 | loss: 0.0311422 | val_loss: 0.0311927 | Time: 2808.69 ms [2021-07-05 10:41:38 main:574] : INFO : Epoch 1573 | loss: 0.0311395 | val_loss: 0.0311828 | Time: 2805.07 ms [2021-07-05 10:41:40 main:574] : INFO : Epoch 1574 | loss: 0.0311421 | val_loss: 0.0311924 | Time: 2884.56 ms [2021-07-05 10:41:43 main:574] : INFO : Epoch 1575 | loss: 0.0311382 | val_loss: 0.0311904 | Time: 2814.04 ms [2021-07-05 10:41:46 main:574] : INFO : Epoch 1576 | loss: 0.0311361 | val_loss: 0.0311851 | Time: 2721.43 ms [2021-07-05 10:41:49 main:574] : INFO : Epoch 1577 | loss: 0.0311348 | val_loss: 0.0311779 | Time: 2829.22 ms [2021-07-05 10:41:52 main:574] : INFO : Epoch 1578 | loss: 0.0311421 | val_loss: 0.0311811 | Time: 2845.94 ms [2021-07-05 10:41:55 main:574] : INFO : Epoch 1579 | loss: 0.0311383 | val_loss: 0.031184 | Time: 2830.61 ms [2021-07-05 10:41:57 main:574] : INFO : Epoch 1580 | loss: 0.0311365 | val_loss: 0.0311824 | Time: 2757.95 ms [2021-07-05 10:42:00 main:574] : INFO : Epoch 1581 | loss: 0.0311397 | val_loss: 0.0311897 | Time: 2682.16 ms [2021-07-05 10:42:03 main:574] : INFO : Epoch 1582 | loss: 0.0311406 | val_loss: 0.0311881 | Time: 2817.37 ms [2021-07-05 10:42:06 main:574] : INFO : Epoch 1583 | loss: 0.0311368 | val_loss: 0.0311899 | Time: 2807.36 ms [2021-07-05 10:42:08 main:574] : INFO : Epoch 1584 | loss: 0.0311384 | val_loss: 0.0311861 | Time: 2794.1 ms [2021-07-05 10:42:11 main:574] : INFO : Epoch 1585 | loss: 0.0311394 | val_loss: 0.0311821 | Time: 2820.91 ms [2021-07-05 10:42:14 main:574] : INFO : Epoch 1586 | loss: 0.0311431 | val_loss: 0.0311837 | Time: 2786.99 ms [2021-07-05 10:42:17 main:574] : INFO : Epoch 1587 | loss: 0.0311396 | val_loss: 0.0311931 | Time: 2787.93 ms [2021-07-05 10:42:20 main:574] : INFO : Epoch 1588 | loss: 0.03114 | val_loss: 0.0311845 | Time: 2792.69 ms [2021-07-05 10:42:23 main:574] : INFO : Epoch 1589 | loss: 0.031145 | val_loss: 0.031186 | Time: 2785.95 ms [2021-07-05 10:42:25 main:574] : INFO : Epoch 1590 | loss: 0.0311383 | val_loss: 0.0311857 | Time: 2744.68 ms [2021-07-05 10:42:28 main:574] : INFO : Epoch 1591 | loss: 0.0311348 | val_loss: 0.0311797 | Time: 2834.04 ms [2021-07-05 10:42:31 main:574] : INFO : Epoch 1592 | loss: 0.0311353 | val_loss: 0.0311826 | Time: 2801.67 ms [2021-07-05 10:42:34 main:574] : INFO : Epoch 1593 | loss: 0.0311384 | val_loss: 0.0311899 | Time: 2775.81 ms [2021-07-05 10:42:37 main:574] : INFO : Epoch 1594 | loss: 0.0311387 | val_loss: 0.0311809 | Time: 2799.27 ms [2021-07-05 10:42:39 main:574] : INFO : Epoch 1595 | loss: 0.0311394 | val_loss: 0.0311966 | Time: 2745.95 ms [2021-07-05 10:42:42 main:574] : INFO : Epoch 1596 | loss: 0.0311398 | val_loss: 0.0311832 | Time: 2783.62 ms [2021-07-05 10:42:45 main:574] : INFO : Epoch 1597 | loss: 0.0311362 | val_loss: 0.0311792 | Time: 2835.08 ms [2021-07-05 10:42:48 main:574] : INFO : Epoch 1598 | loss: 0.0311362 | val_loss: 0.0311865 | Time: 2775.5 ms [2021-07-05 10:42:51 main:574] : INFO : Epoch 1599 | loss: 0.0311391 | val_loss: 0.0311997 | Time: 2828.83 ms [2021-07-05 10:42:53 main:574] : INFO : Epoch 1600 | loss: 0.0311368 | val_loss: 0.0311845 | Time: 2750.55 ms [2021-07-05 10:42:56 main:574] : INFO : Epoch 1601 | loss: 0.0311367 | val_loss: 0.0311861 | Time: 2832.2 ms [2021-07-05 10:42:59 main:574] : INFO : Epoch 1602 | loss: 0.0311349 | val_loss: 0.0311904 | Time: 2814.1 ms [2021-07-05 10:43:02 main:574] : INFO : Epoch 1603 | loss: 0.0311338 | val_loss: 0.0311892 | Time: 2783.99 ms [2021-07-05 10:43:05 main:574] : INFO : Epoch 1604 | loss: 0.0311321 | val_loss: 0.0311845 | Time: 2772.62 ms [2021-07-05 10:43:07 main:574] : INFO : Epoch 1605 | loss: 0.0311349 | val_loss: 0.0311907 | Time: 2821.34 ms [2021-07-05 10:43:10 main:574] : INFO : Epoch 1606 | loss: 0.0311349 | val_loss: 0.0311918 | Time: 2769.29 ms [2021-07-05 10:43:13 main:574] : INFO : Epoch 1607 | loss: 0.031132 | val_loss: 0.0311894 | Time: 2783.9 ms [2021-07-05 10:43:16 main:574] : INFO : Epoch 1608 | loss: 0.0311347 | val_loss: 0.031181 | Time: 2822.4 ms [2021-07-05 10:43:19 main:574] : INFO : Epoch 1609 | loss: 0.0311321 | val_loss: 0.0311863 | Time: 2745.87 ms [2021-07-05 10:43:21 main:574] : INFO : Epoch 1610 | loss: 0.0311399 | val_loss: 0.0311807 | Time: 2788.3 ms [2021-07-05 10:43:24 main:574] : INFO : Epoch 1611 | loss: 0.0311416 | val_loss: 0.0311822 | Time: 2778.4 ms [2021-07-05 10:43:27 main:574] : INFO : Epoch 1612 | loss: 0.0311395 | val_loss: 0.0311948 | Time: 2751.01 ms [2021-07-05 10:43:30 main:574] : INFO : Epoch 1613 | loss: 0.0311359 | val_loss: 0.0311886 | Time: 2792.59 ms [2021-07-05 10:43:32 main:574] : INFO : Epoch 1614 | loss: 0.0311353 | val_loss: 0.0311925 | Time: 2788.31 ms [2021-07-05 10:43:35 main:574] : INFO : Epoch 1615 | loss: 0.0311364 | val_loss: 0.0311855 | Time: 2794.25 ms [2021-07-05 10:43:38 main:574] : INFO : Epoch 1616 | loss: 0.0311334 | val_loss: 0.0311796 | Time: 2788.66 ms [2021-07-05 10:43:41 main:574] : INFO : Epoch 1617 | loss: 0.0311388 | val_loss: 0.0312001 | Time: 2793.71 ms [2021-07-05 10:43:44 main:574] : INFO : Epoch 1618 | loss: 0.0311412 | val_loss: 0.0311912 | Time: 2810.14 ms [2021-07-05 10:43:47 main:574] : INFO : Epoch 1619 | loss: 0.0311382 | val_loss: 0.0311845 | Time: 2809.32 ms [2021-07-05 10:43:49 main:574] : INFO : Epoch 1620 | loss: 0.0311383 | val_loss: 0.0311839 | Time: 2802.8 ms [2021-07-05 10:43:52 main:574] : INFO : Epoch 1621 | loss: 0.0311372 | val_loss: 0.031187 | Time: 2853.67 ms [2021-07-05 10:43:55 main:574] : INFO : Epoch 1622 | loss: 0.0311379 | val_loss: 0.0311907 | Time: 2761.48 ms [2021-07-05 10:43:58 main:574] : INFO : Epoch 1623 | loss: 0.0311329 | val_loss: 0.0311868 | Time: 2802.6 ms [2021-07-05 10:44:01 main:574] : INFO : Epoch 1624 | loss: 0.0311299 | val_loss: 0.0311844 | Time: 2828.94 ms [2021-07-05 10:44:03 main:574] : INFO : Epoch 1625 | loss: 0.0311325 | val_loss: 0.0311858 | Time: 2814.12 ms [2021-07-05 10:44:06 main:574] : INFO : Epoch 1626 | loss: 0.031132 | val_loss: 0.03119 | Time: 2784.17 ms [2021-07-05 10:44:09 main:574] : INFO : Epoch 1627 | loss: 0.0311301 | val_loss: 0.0311903 | Time: 2809.49 ms [2021-07-05 10:44:12 main:574] : INFO : Epoch 1628 | loss: 0.0311315 | val_loss: 0.0311925 | Time: 2795.88 ms [2021-07-05 10:44:15 main:574] : INFO : Epoch 1629 | loss: 0.0311277 | val_loss: 0.0311887 | Time: 2800.01 ms [2021-07-05 10:44:17 main:574] : INFO : Epoch 1630 | loss: 0.0311302 | val_loss: 0.0311874 | Time: 2859.1 ms [2021-07-05 10:44:20 main:574] : INFO : Epoch 1631 | loss: 0.0311305 | val_loss: 0.031187 | Time: 2825.69 ms [2021-07-05 10:44:23 main:574] : INFO : Epoch 1632 | loss: 0.0311338 | val_loss: 0.0311954 | Time: 2806.49 ms [2021-07-05 10:44:26 main:574] : INFO : Epoch 1633 | loss: 0.0311283 | val_loss: 0.0311918 | Time: 2810.61 ms [2021-07-05 10:44:29 main:574] : INFO : Epoch 1634 | loss: 0.0311274 | val_loss: 0.0311902 | Time: 2767.7 ms [2021-07-05 10:44:32 main:574] : INFO : Epoch 1635 | loss: 0.0311296 | val_loss: 0.0311849 | Time: 2849.52 ms [2021-07-05 10:44:34 main:574] : INFO : Epoch 1636 | loss: 0.0311295 | val_loss: 0.0311956 | Time: 2790.25 ms [2021-07-05 10:44:37 main:574] : INFO : Epoch 1637 | loss: 0.0311291 | val_loss: 0.0311871 | Time: 2790.23 ms [2021-07-05 10:44:40 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311893 | Time: 2804.75 ms [2021-07-05 10:44:43 main:574] : INFO : Epoch 1639 | loss: 0.0311392 | val_loss: 0.0311853 | Time: 2849.97 ms [2021-07-05 10:44:46 main:574] : INFO : Epoch 1640 | loss: 0.0311298 | val_loss: 0.031183 | Time: 2802.81 ms [2021-07-05 10:44:49 main:574] : INFO : Epoch 1641 | loss: 0.0311293 | val_loss: 0.0311999 | Time: 2829.22 ms [2021-07-05 10:44:51 main:574] : INFO : Epoch 1642 | loss: 0.0311281 | val_loss: 0.0311887 | Time: 2797.73 ms [2021-07-05 10:44:54 main:574] : INFO : Epoch 1643 | loss: 0.0311309 | val_loss: 0.0311919 | Time: 2810.3 ms [2021-07-05 10:44:57 main:574] : INFO : Epoch 1644 | loss: 0.0311304 | val_loss: 0.031189 | Time: 2772.28 ms [2021-07-05 10:45:00 main:574] : INFO : Epoch 1645 | loss: 0.0311306 | val_loss: 0.0311948 | Time: 2767.12 ms [2021-07-05 10:45:03 main:574] : INFO : Epoch 1646 | loss: 0.0311305 | val_loss: 0.0311932 | Time: 2835.83 ms [2021-07-05 10:45:05 main:574] : INFO : Epoch 1647 | loss: 0.0311287 | val_loss: 0.0311883 | Time: 2826.32 ms [2021-07-05 10:45:08 main:574] : INFO : Epoch 1648 | loss: 0.0311399 | val_loss: 0.0311939 | Time: 2763.15 ms [2021-07-05 10:45:11 main:574] : INFO : Epoch 1649 | loss: 0.0311368 | val_loss: 0.0311906 | Time: 2806.14 ms [2021-07-05 10:45:14 main:574] : INFO : Epoch 1650 | loss: 0.0311358 | val_loss: 0.0312009 | Time: 2726.73 ms [2021-07-05 10:45:17 main:574] : INFO : Epoch 1651 | loss: 0.0311296 | val_loss: 0.031197 | Time: 2836.55 ms [2021-07-05 10:45:19 main:574] : INFO : Epoch 1652 | loss: 0.0311264 | val_loss: 0.0311892 | Time: 2771.48 ms [2021-07-05 10:45:22 main:574] : INFO : Epoch 1653 | loss: 0.0311266 | val_loss: 0.0311918 | Time: 2861.74 ms [2021-07-05 10:45:25 main:574] : INFO : Epoch 1654 | loss: 0.0311258 | val_loss: 0.0311941 | Time: 2758.5 ms [2021-07-05 10:45:28 main:574] : INFO : Epoch 1655 | loss: 0.0311277 | val_loss: 0.0311965 | Time: 2830.52 ms [2021-07-05 10:45:31 main:574] : INFO : Epoch 1656 | loss: 0.0311329 | val_loss: 0.0311846 | Time: 2829.06 ms [2021-07-05 10:45:34 main:574] : INFO : Epoch 1657 | loss: 0.0311364 | val_loss: 0.0311836 | Time: 2858.8 ms [2021-07-05 10:45:36 main:574] : INFO : Epoch 1658 | loss: 0.0311345 | val_loss: 0.0311832 | Time: 2834.75 ms [2021-07-05 10:45:39 main:574] : INFO : Epoch 1659 | loss: 0.0311278 | val_loss: 0.0311899 | Time: 2730.05 ms [2021-07-05 10:45:42 main:574] : INFO : Epoch 1660 | loss: 0.0311285 | val_loss: 0.0311906 | Time: 2797.54 ms [2021-07-05 10:45:45 main:574] : INFO : Epoch 1661 | loss: 0.0311269 | val_loss: 0.0311966 | Time: 2827.14 ms [2021-07-05 10:45:48 main:574] : INFO : Epoch 1662 | loss: 0.0311284 | val_loss: 0.031187 | Time: 2760.96 ms [2021-07-05 10:45:50 main:574] : INFO : Epoch 1663 | loss: 0.0311275 | val_loss: 0.0311964 | Time: 2800.61 ms [2021-07-05 10:45:53 main:574] : INFO : Epoch 1664 | loss: 0.03113 | val_loss: 0.0311809 | Time: 2867.82 ms [2021-07-05 10:45:56 main:574] : INFO : Epoch 1665 | loss: 0.0311353 | val_loss: 0.0311953 | Time: 2797.42 ms [2021-07-05 10:45:59 main:574] : INFO : Epoch 1666 | loss: 0.0311249 | val_loss: 0.031198 | Time: 2783.56 ms [2021-07-05 10:46:02 main:574] : INFO : Epoch 1667 | loss: 0.0311303 | val_loss: 0.0311899 | Time: 2824.89 ms [2021-07-05 10:46:04 main:574] : INFO : Epoch 1668 | loss: 0.0311293 | val_loss: 0.0311952 | Time: 2794.83 ms [2021-07-05 10:46:07 main:574] : INFO : Epoch 1669 | loss: 0.0311231 | val_loss: 0.0311946 | Time: 2821.53 ms [2021-07-05 10:46:10 main:574] : INFO : Epoch 1670 | loss: 0.0311215 | val_loss: 0.0311893 | Time: 2815.13 ms [2021-07-05 10:46:13 main:574] : INFO : Epoch 1671 | loss: 0.0311209 | val_loss: 0.0312041 | Time: 2853.75 ms [2021-07-05 10:46:16 main:574] : INFO : Epoch 1672 | loss: 0.0311265 | val_loss: 0.0311779 | Time: 2816.39 ms [2021-07-05 10:46:19 main:574] : INFO : Epoch 1673 | loss: 0.0311443 | val_loss: 0.0311936 | Time: 2799.59 ms [2021-07-05 10:46:21 main:574] : INFO : Epoch 1674 | loss: 0.0311374 | val_loss: 0.0312015 | Time: 2805.28 ms [2021-07-05 10:46:24 main:574] : INFO : Epoch 1675 | loss: 0.0311272 | val_loss: 0.0311911 | Time: 2843.76 ms [2021-07-05 10:46:27 main:574] : INFO : Epoch 1676 | loss: 0.0311271 | val_loss: 0.0311944 | Time: 2794.28 ms [2021-07-05 10:46:30 main:574] : INFO : Epoch 1677 | loss: 0.0311277 | val_loss: 0.0311863 | Time: 2776.02 ms [2021-07-05 10:46:33 main:574] : INFO : Epoch 1678 | loss: 0.0311276 | val_loss: 0.0311979 | Time: 2735.3 ms [2021-07-05 10:46:35 main:574] : INFO : Epoch 1679 | loss: 0.0311261 | val_loss: 0.0311923 | Time: 2746.48 ms [2021-07-05 10:46:38 main:574] : INFO : Epoch 1680 | loss: 0.0311274 | val_loss: 0.0311827 | Time: 2801.91 ms [2021-07-05 10:46:41 main:574] : INFO : Epoch 1681 | loss: 0.031127 | val_loss: 0.0311936 | Time: 2780.87 ms [2021-07-05 10:46:44 main:574] : INFO : Epoch 1682 | loss: 0.0311262 | val_loss: 0.0312014 | Time: 2816.02 ms [2021-07-05 10:46:47 main:574] : INFO : Epoch 1683 | loss: 0.0311275 | val_loss: 0.0311868 | Time: 2810.2 ms [2021-07-05 10:46:49 main:574] : INFO : Epoch 1684 | loss: 0.0311235 | val_loss: 0.0311921 | Time: 2809.62 ms [2021-07-05 10:46:52 main:574] : INFO : Epoch 1685 | loss: 0.0311191 | val_loss: 0.031204 | Time: 2829.63 ms [2021-07-05 10:46:55 main:574] : INFO : Epoch 1686 | loss: 0.0311215 | val_loss: 0.0311919 | Time: 2840.43 ms [2021-07-05 10:46:58 main:574] : INFO : Epoch 1687 | loss: 0.0311238 | val_loss: 0.0311917 | Time: 2777.36 ms [2021-07-05 10:47:01 main:574] : INFO : Epoch 1688 | loss: 0.0311211 | val_loss: 0.0312127 | Time: 2778.19 ms [2021-07-05 10:47:04 main:574] : INFO : Epoch 1689 | loss: 0.0311295 | val_loss: 0.0312028 | Time: 2839.16 ms [2021-07-05 10:47:06 main:574] : INFO : Epoch 1690 | loss: 0.0311256 | val_loss: 0.03119 | Time: 2854.21 ms [2021-07-05 10:47:09 main:574] : INFO : Epoch 1691 | loss: 0.0311254 | val_loss: 0.0311914 | Time: 2831.99 ms [2021-07-05 10:47:12 main:574] : INFO : Epoch 1692 | loss: 0.0311266 | val_loss: 0.0311943 | Time: 2773.24 ms [2021-07-05 10:47:15 main:574] : INFO : Epoch 1693 | loss: 0.0311234 | val_loss: 0.0311965 | Time: 2814.64 ms [2021-07-05 10:47:18 main:574] : INFO : Epoch 1694 | loss: 0.0311247 | val_loss: 0.0311911 | Time: 2772.46 ms [2021-07-05 10:47:20 main:574] : INFO : Epoch 1695 | loss: 0.0311279 | val_loss: 0.0311979 | Time: 2471.9 ms [2021-07-05 10:47:22 main:574] : INFO : Epoch 1696 | loss: 0.0311318 | val_loss: 0.03119 | Time: 1793.66 ms [2021-07-05 10:47:24 main:574] : INFO : Epoch 1697 | loss: 0.0311254 | val_loss: 0.0312035 | Time: 1748.13 ms [2021-07-05 10:47:25 main:574] : INFO : Epoch 1698 | loss: 0.0311242 | val_loss: 0.0311871 | Time: 1730.55 ms [2021-07-05 10:47:27 main:574] : INFO : Epoch 1699 | loss: 0.0311296 | val_loss: 0.0311881 | Time: 1724.18 ms [2021-07-05 10:47:30 main:574] : INFO : Epoch 1700 | loss: 0.0311289 | val_loss: 0.0312107 | Time: 2419.27 ms [2021-07-05 10:47:32 main:574] : INFO : Epoch 1701 | loss: 0.0311243 | val_loss: 0.0311958 | Time: 2758 ms [2021-07-05 10:47:35 main:574] : INFO : Epoch 1702 | loss: 0.0311201 | val_loss: 0.0312008 | Time: 2796.47 ms [2021-07-05 10:47:38 main:574] : INFO : Epoch 1703 | loss: 0.0311222 | val_loss: 0.0311961 | Time: 2789.66 ms [2021-07-05 10:47:41 main:574] : INFO : Epoch 1704 | loss: 0.0311177 | val_loss: 0.0312032 | Time: 2819.53 ms [2021-07-05 10:47:44 main:574] : INFO : Epoch 1705 | loss: 0.0311197 | val_loss: 0.0311963 | Time: 2849.4 ms [2021-07-05 10:47:46 main:574] : INFO : Epoch 1706 | loss: 0.031124 | val_loss: 0.0311948 | Time: 2743.23 ms [2021-07-05 10:47:49 main:574] : INFO : Epoch 1707 | loss: 0.0311211 | val_loss: 0.0311926 | Time: 2832.66 ms [2021-07-05 10:47:52 main:574] : INFO : Epoch 1708 | loss: 0.0311233 | val_loss: 0.0311993 | Time: 2800.75 ms [2021-07-05 10:47:55 main:574] : INFO : Epoch 1709 | loss: 0.0311258 | val_loss: 0.0312047 | Time: 2796.32 ms [2021-07-05 10:47:58 main:574] : INFO : Epoch 1710 | loss: 0.0311235 | val_loss: 0.031198 | Time: 2792.54 ms [2021-07-05 10:48:00 main:574] : INFO : Epoch 1711 | loss: 0.0311206 | val_loss: 0.0311981 | Time: 2801.92 ms [2021-07-05 10:48:03 main:574] : INFO : Epoch 1712 | loss: 0.0311186 | val_loss: 0.031198 | Time: 2818.23 ms [2021-07-05 10:48:06 main:574] : INFO : Epoch 1713 | loss: 0.0311278 | val_loss: 0.0311964 | Time: 2833.93 ms [2021-07-05 10:48:09 main:574] : INFO : Epoch 1714 | loss: 0.0311284 | val_loss: 0.0311892 | Time: 2814.07 ms [2021-07-05 10:48:12 main:574] : INFO : Epoch 1715 | loss: 0.0311289 | val_loss: 0.0311937 | Time: 2751.68 ms [2021-07-05 10:48:15 main:574] : INFO : Epoch 1716 | loss: 0.0311223 | val_loss: 0.0311913 | Time: 2864.72 ms [2021-07-05 10:48:17 main:574] : INFO : Epoch 1717 | loss: 0.0311211 | val_loss: 0.0311921 | Time: 2840.2 ms [2021-07-05 10:48:20 main:574] : INFO : Epoch 1718 | loss: 0.0311281 | val_loss: 0.0311983 | Time: 2859.77 ms [2021-07-05 10:48:23 main:574] : INFO : Epoch 1719 | loss: 0.0311228 | val_loss: 0.0312061 | Time: 2820.82 ms [2021-07-05 10:48:26 main:574] : INFO : Epoch 1720 | loss: 0.0311223 | val_loss: 0.0312025 | Time: 2847 ms [2021-07-05 10:48:29 main:574] : INFO : Epoch 1721 | loss: 0.0311188 | val_loss: 0.0312025 | Time: 2799.68 ms [2021-07-05 10:48:32 main:574] : INFO : Epoch 1722 | loss: 0.0311158 | val_loss: 0.0312016 | Time: 2803.77 ms [2021-07-05 10:48:34 main:574] : INFO : Epoch 1723 | loss: 0.0311165 | val_loss: 0.0311895 | Time: 2757.89 ms [2021-07-05 10:48:37 main:574] : INFO : Epoch 1724 | loss: 0.0311236 | val_loss: 0.0311963 | Time: 2783.61 ms [2021-07-05 10:48:40 main:574] : INFO : Epoch 1725 | loss: 0.0311223 | val_loss: 0.0312028 | Time: 2797.73 ms [2021-07-05 10:48:43 main:574] : INFO : Epoch 1726 | loss: 0.0311225 | val_loss: 0.0311925 | Time: 2799.12 ms [2021-07-05 10:48:46 main:574] : INFO : Epoch 1727 | loss: 0.0311217 | val_loss: 0.0312054 | Time: 2800.2 ms [2021-07-05 10:48:48 main:574] : INFO : Epoch 1728 | loss: 0.0311201 | val_loss: 0.0311958 | Time: 2850.47 ms [2021-07-05 10:48:51 main:574] : INFO : Epoch 1729 | loss: 0.0311228 | val_loss: 0.0311998 | Time: 2776.63 ms [2021-07-05 10:48:54 main:574] : INFO : Epoch 1730 | loss: 0.0311229 | val_loss: 0.0311917 | Time: 2779.65 ms [2021-07-05 10:48:57 main:574] : INFO : Epoch 1731 | loss: 0.0311294 | val_loss: 0.0311972 | Time: 2789.63 ms [2021-07-05 10:49:00 main:574] : INFO : Epoch 1732 | loss: 0.0311237 | val_loss: 0.0312055 | Time: 2764.37 ms [2021-07-05 10:49:02 main:574] : INFO : Epoch 1733 | loss: 0.031122 | val_loss: 0.0311973 | Time: 2811.64 ms [2021-07-05 10:49:05 main:574] : INFO : Epoch 1734 | loss: 0.031124 | val_loss: 0.0311952 | Time: 2815.37 ms [2021-07-05 10:49:08 main:574] : INFO : Epoch 1735 | loss: 0.0311202 | val_loss: 0.0311955 | Time: 2794.48 ms [2021-07-05 10:49:11 main:574] : INFO : Epoch 1736 | loss: 0.0311179 | val_loss: 0.0311919 | Time: 2822.22 ms [2021-07-05 10:49:14 main:574] : INFO : Epoch 1737 | loss: 0.0311191 | val_loss: 0.0311913 | Time: 2772.37 ms [2021-07-05 10:49:16 main:574] : INFO : Epoch 1738 | loss: 0.0311205 | val_loss: 0.0311943 | Time: 2786.88 ms [2021-07-05 10:49:19 main:574] : INFO : Epoch 1739 | loss: 0.0311247 | val_loss: 0.031201 | Time: 2818.21 ms [2021-07-05 10:49:22 main:574] : INFO : Epoch 1740 | loss: 0.0311388 | val_loss: 0.031178 | Time: 2778.11 ms [2021-07-05 10:49:25 main:574] : INFO : Epoch 1741 | loss: 0.0311467 | val_loss: 0.0311799 | Time: 2752.35 ms [2021-07-05 10:49:28 main:574] : INFO : Epoch 1742 | loss: 0.0311389 | val_loss: 0.0311862 | Time: 2829.97 ms [2021-07-05 10:49:31 main:574] : INFO : Epoch 1743 | loss: 0.0311316 | val_loss: 0.0311864 | Time: 2842.74 ms [2021-07-05 10:49:33 main:574] : INFO : Epoch 1744 | loss: 0.0311273 | val_loss: 0.0311913 | Time: 2817.07 ms [2021-07-05 10:49:36 main:574] : INFO : Epoch 1745 | loss: 0.0311237 | val_loss: 0.0311992 | Time: 2788.73 ms [2021-07-05 10:49:39 main:574] : INFO : Epoch 1746 | loss: 0.0311207 | val_loss: 0.0312074 | Time: 2816.63 ms [2021-07-05 10:49:42 main:574] : INFO : Epoch 1747 | loss: 0.0311255 | val_loss: 0.0312076 | Time: 2837.83 ms [2021-07-05 10:49:45 main:574] : INFO : Epoch 1748 | loss: 0.0311251 | val_loss: 0.031196 | Time: 2852.72 ms [2021-07-05 10:49:48 main:574] : INFO : Epoch 1749 | loss: 0.0311221 | val_loss: 0.0312012 | Time: 2808.34 ms [2021-07-05 10:49:50 main:574] : INFO : Epoch 1750 | loss: 0.0311279 | val_loss: 0.0311973 | Time: 2822.14 ms [2021-07-05 10:49:53 main:574] : INFO : Epoch 1751 | loss: 0.0311211 | val_loss: 0.031194 | Time: 2812.28 ms [2021-07-05 10:49:56 main:574] : INFO : Epoch 1752 | loss: 0.0311296 | val_loss: 0.0312193 | Time: 2785 ms [2021-07-05 10:49:59 main:574] : INFO : Epoch 1753 | loss: 0.0311188 | val_loss: 0.0312086 | Time: 2806.16 ms [2021-07-05 10:50:02 main:574] : INFO : Epoch 1754 | loss: 0.0311144 | val_loss: 0.0311979 | Time: 2823.78 ms [2021-07-05 10:50:04 main:574] : INFO : Epoch 1755 | loss: 0.0311228 | val_loss: 0.0312019 | Time: 2787.87 ms [2021-07-05 10:50:07 main:574] : INFO : Epoch 1756 | loss: 0.0311212 | val_loss: 0.031195 | Time: 2850.33 ms [2021-07-05 10:50:10 main:574] : INFO : Epoch 1757 | loss: 0.0311239 | val_loss: 0.0311999 | Time: 2808.54 ms [2021-07-05 10:50:13 main:574] : INFO : Epoch 1758 | loss: 0.0311216 | val_loss: 0.0311935 | Time: 2845.08 ms [2021-07-05 10:50:16 main:574] : INFO : Epoch 1759 | loss: 0.0311214 | val_loss: 0.0311944 | Time: 2829.37 ms [2021-07-05 10:50:19 main:574] : INFO : Epoch 1760 | loss: 0.0311227 | val_loss: 0.0312009 | Time: 2844.14 ms [2021-07-05 10:50:21 main:574] : INFO : Epoch 1761 | loss: 0.0311156 | val_loss: 0.0312053 | Time: 2742.01 ms [2021-07-05 10:50:24 main:574] : INFO : Epoch 1762 | loss: 0.031112 | val_loss: 0.0312069 | Time: 2810.42 ms [2021-07-05 10:50:27 main:574] : INFO : Epoch 1763 | loss: 0.0311127 | val_loss: 0.0312044 | Time: 2794.87 ms [2021-07-05 10:50:30 main:574] : INFO : Epoch 1764 | loss: 0.0311138 | val_loss: 0.0312008 | Time: 2792.28 ms [2021-07-05 10:50:33 main:574] : INFO : Epoch 1765 | loss: 0.0311198 | val_loss: 0.0312022 | Time: 2799.67 ms [2021-07-05 10:50:35 main:574] : INFO : Epoch 1766 | loss: 0.0311235 | val_loss: 0.0312096 | Time: 2830.32 ms [2021-07-05 10:50:38 main:574] : INFO : Epoch 1767 | loss: 0.0311182 | val_loss: 0.0311931 | Time: 2812.51 ms [2021-07-05 10:50:41 main:574] : INFO : Epoch 1768 | loss: 0.031117 | val_loss: 0.0311957 | Time: 2799.15 ms [2021-07-05 10:50:44 main:574] : INFO : Epoch 1769 | loss: 0.0311181 | val_loss: 0.0311984 | Time: 2800.67 ms [2021-07-05 10:50:47 main:574] : INFO : Epoch 1770 | loss: 0.0311166 | val_loss: 0.0312065 | Time: 2806.27 ms [2021-07-05 10:50:49 main:574] : INFO : Epoch 1771 | loss: 0.0311158 | val_loss: 0.0311966 | Time: 2730.86 ms [2021-07-05 10:50:52 main:574] : INFO : Epoch 1772 | loss: 0.0311222 | val_loss: 0.0312012 | Time: 2878.15 ms [2021-07-05 10:50:55 main:574] : INFO : Epoch 1773 | loss: 0.0311163 | val_loss: 0.0311997 | Time: 2804.34 ms [2021-07-05 10:50:58 main:574] : INFO : Epoch 1774 | loss: 0.0311134 | val_loss: 0.0312002 | Time: 2789.04 ms [2021-07-05 10:51:01 main:574] : INFO : Epoch 1775 | loss: 0.0311177 | val_loss: 0.0311982 | Time: 2757.86 ms [2021-07-05 10:51:04 main:574] : INFO : Epoch 1776 | loss: 0.0311145 | val_loss: 0.0311969 | Time: 2836.64 ms [2021-07-05 10:51:06 main:574] : INFO : Epoch 1777 | loss: 0.0311103 | val_loss: 0.0312059 | Time: 2806.8 ms [2021-07-05 10:51:09 main:574] : INFO : Epoch 1778 | loss: 0.0311167 | val_loss: 0.0312048 | Time: 2775.07 ms [2021-07-05 10:51:12 main:574] : INFO : Epoch 1779 | loss: 0.0311211 | val_loss: 0.0312037 | Time: 2766.65 ms [2021-07-05 10:51:15 main:574] : INFO : Epoch 1780 | loss: 0.0311217 | val_loss: 0.0312026 | Time: 2863.44 ms [2021-07-05 10:51:18 main:574] : INFO : Epoch 1781 | loss: 0.0311135 | val_loss: 0.0311892 | Time: 2800.65 ms [2021-07-05 10:51:20 main:574] : INFO : Epoch 1782 | loss: 0.0311186 | val_loss: 0.031211 | Time: 2801.39 ms [2021-07-05 10:51:23 main:574] : INFO : Epoch 1783 | loss: 0.0311165 | val_loss: 0.0311963 | Time: 2769.49 ms [2021-07-05 10:51:26 main:574] : INFO : Epoch 1784 | loss: 0.0311181 | val_loss: 0.0311997 | Time: 2785.35 ms [2021-07-05 10:51:29 main:574] : INFO : Epoch 1785 | loss: 0.0311171 | val_loss: 0.031209 | Time: 2823.18 ms [2021-07-05 10:51:32 main:574] : INFO : Epoch 1786 | loss: 0.031118 | val_loss: 0.0311962 | Time: 2810.31 ms [2021-07-05 10:51:35 main:574] : INFO : Epoch 1787 | loss: 0.0311151 | val_loss: 0.0312034 | Time: 2829.07 ms [2021-07-05 10:51:37 main:574] : INFO : Epoch 1788 | loss: 0.0311196 | val_loss: 0.0311954 | Time: 2820.49 ms [2021-07-05 10:51:40 main:574] : INFO : Epoch 1789 | loss: 0.0311159 | val_loss: 0.0312119 | Time: 2812.18 ms [2021-07-05 10:51:43 main:574] : INFO : Epoch 1790 | loss: 0.0311127 | val_loss: 0.0312033 | Time: 2811.57 ms [2021-07-05 10:51:46 main:574] : INFO : Epoch 1791 | loss: 0.0311144 | val_loss: 0.0311861 | Time: 2844.45 ms [2021-07-05 10:51:49 main:574] : INFO : Epoch 1792 | loss: 0.031121 | val_loss: 0.0312003 | Time: 2811.99 ms [2021-07-05 10:51:52 main:574] : INFO : Epoch 1793 | loss: 0.0311275 | val_loss: 0.0311847 | Time: 2808.03 ms [2021-07-05 10:51:54 main:574] : INFO : Epoch 1794 | loss: 0.0311295 | val_loss: 0.0312032 | Time: 2825.41 ms [2021-07-05 10:51:57 main:574] : INFO : Epoch 1795 | loss: 0.0311208 | val_loss: 0.031197 | Time: 2819.04 ms [2021-07-05 10:52:00 main:574] : INFO : Epoch 1796 | loss: 0.031121 | val_loss: 0.0311936 | Time: 2782.49 ms [2021-07-05 10:52:03 main:574] : INFO : Epoch 1797 | loss: 0.031124 | val_loss: 0.0311979 | Time: 2792.68 ms [2021-07-05 10:52:06 main:574] : INFO : Epoch 1798 | loss: 0.0311229 | val_loss: 0.0311952 | Time: 2811.13 ms [2021-07-05 10:52:08 main:574] : INFO : Epoch 1799 | loss: 0.0311149 | val_loss: 0.0312024 | Time: 2820.36 ms [2021-07-05 10:52:11 main:574] : INFO : Epoch 1800 | loss: 0.0311127 | val_loss: 0.0311973 | Time: 2847.01 ms [2021-07-05 10:52:14 main:574] : INFO : Epoch 1801 | loss: 0.0311142 | val_loss: 0.0311986 | Time: 2834.8 ms [2021-07-05 10:52:17 main:574] : INFO : Epoch 1802 | loss: 0.0311191 | val_loss: 0.0312078 | Time: 2812.23 ms [2021-07-05 10:52:20 main:574] : INFO : Epoch 1803 | loss: 0.0311135 | val_loss: 0.0311986 | Time: 2801.13 ms [2021-07-05 10:52:23 main:574] : INFO : Epoch 1804 | loss: 0.0311155 | val_loss: 0.0311846 | Time: 2829.03 ms [2021-07-05 10:52:25 main:574] : INFO : Epoch 1805 | loss: 0.031114 | val_loss: 0.0311961 | Time: 2826.36 ms [2021-07-05 10:52:28 main:574] : INFO : Epoch 1806 | loss: 0.0311167 | val_loss: 0.0312042 | Time: 2823.5 ms [2021-07-05 10:52:31 main:574] : INFO : Epoch 1807 | loss: 0.0311169 | val_loss: 0.0311885 | Time: 2741.22 ms [2021-07-05 10:52:34 main:574] : INFO : Epoch 1808 | loss: 0.0311152 | val_loss: 0.0312175 | Time: 2775.83 ms [2021-07-05 10:52:37 main:574] : INFO : Epoch 1809 | loss: 0.0311196 | val_loss: 0.0312032 | Time: 2771.26 ms [2021-07-05 10:52:39 main:574] : INFO : Epoch 1810 | loss: 0.0311204 | val_loss: 0.0311956 | Time: 2803.29 ms [2021-07-05 10:52:42 main:574] : INFO : Epoch 1811 | loss: 0.0311177 | val_loss: 0.0312 | Time: 2806.66 ms [2021-07-05 10:52:45 main:574] : INFO : Epoch 1812 | loss: 0.031116 | val_loss: 0.031196 | Time: 2793.89 ms [2021-07-05 10:52:48 main:574] : INFO : Epoch 1813 | loss: 0.031115 | val_loss: 0.0312121 | Time: 2772.48 ms [2021-07-05 10:52:51 main:574] : INFO : Epoch 1814 | loss: 0.0311086 | val_loss: 0.0311936 | Time: 2805.73 ms [2021-07-05 10:52:53 main:574] : INFO : Epoch 1815 | loss: 0.0311149 | val_loss: 0.0312046 | Time: 2780.41 ms [2021-07-05 10:52:56 main:574] : INFO : Epoch 1816 | loss: 0.0311165 | val_loss: 0.031203 | Time: 2837.73 ms [2021-07-05 10:52:59 main:574] : INFO : Epoch 1817 | loss: 0.0311159 | val_loss: 0.0311986 | Time: 2770.05 ms [2021-07-05 10:53:02 main:574] : INFO : Epoch 1818 | loss: 0.0311115 | val_loss: 0.0311929 | Time: 2818.15 ms [2021-07-05 10:53:05 main:574] : INFO : Epoch 1819 | loss: 0.0311165 | val_loss: 0.0312024 | Time: 2778.39 ms [2021-07-05 10:53:07 main:574] : INFO : Epoch 1820 | loss: 0.0311189 | val_loss: 0.0312011 | Time: 2815.98 ms [2021-07-05 10:53:10 main:574] : INFO : Epoch 1821 | loss: 0.0311099 | val_loss: 0.0312134 | Time: 2779.61 ms [2021-07-05 10:53:13 main:574] : INFO : Epoch 1822 | loss: 0.0311245 | val_loss: 0.0311806 | Time: 2791.99 ms [2021-07-05 10:53:16 main:574] : INFO : Epoch 1823 | loss: 0.0311482 | val_loss: 0.0311813 | Time: 2776.87 ms [2021-07-05 10:53:19 main:574] : INFO : Epoch 1824 | loss: 0.0311426 | val_loss: 0.0311804 | Time: 2844.95 ms [2021-07-05 10:53:22 main:574] : INFO : Epoch 1825 | loss: 0.0311378 | val_loss: 0.0311902 | Time: 2818.38 ms [2021-07-05 10:53:24 main:574] : INFO : Epoch 1826 | loss: 0.0311278 | val_loss: 0.0311908 | Time: 2779.17 ms [2021-07-05 10:53:27 main:574] : INFO : Epoch 1827 | loss: 0.0311191 | val_loss: 0.0311893 | Time: 2816.53 ms [2021-07-05 10:53:30 main:574] : INFO : Epoch 1828 | loss: 0.0311145 | val_loss: 0.0311984 | Time: 2856.77 ms [2021-07-05 10:53:33 main:574] : INFO : Epoch 1829 | loss: 0.0311115 | val_loss: 0.0312116 | Time: 2821.71 ms [2021-07-05 10:53:36 main:574] : INFO : Epoch 1830 | loss: 0.0311093 | val_loss: 0.0312023 | Time: 2852.06 ms [2021-07-05 10:53:39 main:574] : INFO : Epoch 1831 | loss: 0.0311102 | val_loss: 0.0312069 | Time: 2781.45 ms [2021-07-05 10:53:41 main:574] : INFO : Epoch 1832 | loss: 0.0311111 | val_loss: 0.031217 | Time: 2828.55 ms [2021-07-05 10:53:44 main:574] : INFO : Epoch 1833 | loss: 0.0311113 | val_loss: 0.0312039 | Time: 2812.59 ms [2021-07-05 10:53:47 main:574] : INFO : Epoch 1834 | loss: 0.0311102 | val_loss: 0.0312048 | Time: 2825.2 ms [2021-07-05 10:53:50 main:574] : INFO : Epoch 1835 | loss: 0.0311081 | val_loss: 0.0312014 | Time: 2788.31 ms [2021-07-05 10:53:53 main:574] : INFO : Epoch 1836 | loss: 0.0311134 | val_loss: 0.0312136 | Time: 2815.03 ms [2021-07-05 10:53:55 main:574] : INFO : Epoch 1837 | loss: 0.0311235 | val_loss: 0.0312031 | Time: 2839.12 ms [2021-07-05 10:53:58 main:574] : INFO : Epoch 1838 | loss: 0.0311226 | val_loss: 0.0312011 | Time: 2733.83 ms [2021-07-05 10:54:01 main:574] : INFO : Epoch 1839 | loss: 0.0311137 | val_loss: 0.0312256 | Time: 2707.64 ms [2021-07-05 10:54:04 main:574] : INFO : Epoch 1840 | loss: 0.0311188 | val_loss: 0.0311991 | Time: 2813.02 ms [2021-07-05 10:54:07 main:574] : INFO : Epoch 1841 | loss: 0.0311085 | val_loss: 0.0312008 | Time: 2832.12 ms [2021-07-05 10:54:09 main:574] : INFO : Epoch 1842 | loss: 0.0311045 | val_loss: 0.0312053 | Time: 2787.16 ms [2021-07-05 10:54:12 main:574] : INFO : Epoch 1843 | loss: 0.0311079 | val_loss: 0.0312088 | Time: 2832.37 ms [2021-07-05 10:54:15 main:574] : INFO : Epoch 1844 | loss: 0.0311214 | val_loss: 0.0311978 | Time: 2793.32 ms [2021-07-05 10:54:18 main:574] : INFO : Epoch 1845 | loss: 0.0311176 | val_loss: 0.0311996 | Time: 2817.85 ms [2021-07-05 10:54:21 main:574] : INFO : Epoch 1846 | loss: 0.0311089 | val_loss: 0.0312175 | Time: 2769.76 ms [2021-07-05 10:54:23 main:574] : INFO : Epoch 1847 | loss: 0.0311078 | val_loss: 0.0312144 | Time: 2844.57 ms [2021-07-05 10:54:26 main:574] : INFO : Epoch 1848 | loss: 0.0311066 | val_loss: 0.0312279 | Time: 2812.1 ms [2021-07-05 10:54:29 main:574] : INFO : Epoch 1849 | loss: 0.031108 | val_loss: 0.0312005 | Time: 2815.94 ms [2021-07-05 10:54:32 main:574] : INFO : Epoch 1850 | loss: 0.0311089 | val_loss: 0.0311992 | Time: 2836.4 ms [2021-07-05 10:54:35 main:574] : INFO : Epoch 1851 | loss: 0.0311146 | val_loss: 0.0312144 | Time: 2736.16 ms [2021-07-05 10:54:38 main:574] : INFO : Epoch 1852 | loss: 0.0311111 | val_loss: 0.0312075 | Time: 2794.76 ms [2021-07-05 10:54:40 main:574] : INFO : Epoch 1853 | loss: 0.0311154 | val_loss: 0.0311991 | Time: 2857.5 ms [2021-07-05 10:54:43 main:574] : INFO : Epoch 1854 | loss: 0.0311227 | val_loss: 0.0311972 | Time: 2851.58 ms [2021-07-05 10:54:46 main:574] : INFO : Epoch 1855 | loss: 0.0311129 | val_loss: 0.0312149 | Time: 2800.36 ms [2021-07-05 10:54:49 main:574] : INFO : Epoch 1856 | loss: 0.0311092 | val_loss: 0.0311969 | Time: 2803.38 ms [2021-07-05 10:54:52 main:574] : INFO : Epoch 1857 | loss: 0.0311141 | val_loss: 0.0312026 | Time: 2838.21 ms [2021-07-05 10:54:55 main:574] : INFO : Epoch 1858 | loss: 0.0311134 | val_loss: 0.0312039 | Time: 2812.76 ms [2021-07-05 10:54:57 main:574] : INFO : Epoch 1859 | loss: 0.0311089 | val_loss: 0.0312116 | Time: 2843.88 ms [2021-07-05 10:55:00 main:574] : INFO : Epoch 1860 | loss: 0.0311066 | val_loss: 0.0312026 | Time: 2859.61 ms [2021-07-05 10:55:03 main:574] : INFO : Epoch 1861 | loss: 0.0311148 | val_loss: 0.0311918 | Time: 2770.41 ms [2021-07-05 10:55:06 main:574] : INFO : Epoch 1862 | loss: 0.0311134 | val_loss: 0.0311987 | Time: 2811.88 ms [2021-07-05 10:55:09 main:574] : INFO : Epoch 1863 | loss: 0.0311077 | val_loss: 0.0311943 | Time: 2830.1 ms [2021-07-05 10:55:12 main:574] : INFO : Epoch 1864 | loss: 0.0311133 | val_loss: 0.031208 | Time: 2865.4 ms [2021-07-05 10:55:14 main:574] : INFO : Epoch 1865 | loss: 0.0311088 | val_loss: 0.0312029 | Time: 2842.88 ms [2021-07-05 10:55:17 main:574] : INFO : Epoch 1866 | loss: 0.031107 | val_loss: 0.0311879 | Time: 2844.74 ms [2021-07-05 10:55:20 main:574] : INFO : Epoch 1867 | loss: 0.0311075 | val_loss: 0.0312159 | Time: 2787.83 ms [2021-07-05 10:55:23 main:574] : INFO : Epoch 1868 | loss: 0.0311027 | val_loss: 0.0312024 | Time: 2792.42 ms [2021-07-05 10:55:26 main:574] : INFO : Epoch 1869 | loss: 0.0311081 | val_loss: 0.031213 | Time: 2771.64 ms [2021-07-05 10:55:29 main:574] : INFO : Epoch 1870 | loss: 0.031111 | val_loss: 0.0311967 | Time: 2827.62 ms [2021-07-05 10:55:31 main:574] : INFO : Epoch 1871 | loss: 0.0311089 | val_loss: 0.0311999 | Time: 2833.1 ms [2021-07-05 10:55:34 main:574] : INFO : Epoch 1872 | loss: 0.0311046 | val_loss: 0.0311988 | Time: 2794.79 ms [2021-07-05 10:55:37 main:574] : INFO : Epoch 1873 | loss: 0.0311055 | val_loss: 0.0312187 | Time: 2811.22 ms [2021-07-05 10:55:40 main:574] : INFO : Epoch 1874 | loss: 0.0311016 | val_loss: 0.0312217 | Time: 2831.81 ms [2021-07-05 10:55:43 main:574] : INFO : Epoch 1875 | loss: 0.0311055 | val_loss: 0.0312037 | Time: 2861.72 ms [2021-07-05 10:55:46 main:574] : INFO : Epoch 1876 | loss: 0.0311012 | val_loss: 0.0312149 | Time: 2859.4 ms [2021-07-05 10:55:48 main:574] : INFO : Epoch 1877 | loss: 0.0311086 | val_loss: 0.0312026 | Time: 2819.95 ms [2021-07-05 10:55:51 main:574] : INFO : Epoch 1878 | loss: 0.031114 | val_loss: 0.0311909 | Time: 2834.98 ms [2021-07-05 10:55:54 main:574] : INFO : Epoch 1879 | loss: 0.0311142 | val_loss: 0.0312199 | Time: 2773.03 ms [2021-07-05 10:55:57 main:574] : INFO : Epoch 1880 | loss: 0.0311132 | val_loss: 0.0312223 | Time: 2838.2 ms [2021-07-05 10:56:00 main:574] : INFO : Epoch 1881 | loss: 0.031152 | val_loss: 0.0311782 | Time: 2883.29 ms [2021-07-05 10:56:03 main:574] : INFO : Epoch 1882 | loss: 0.0311482 | val_loss: 0.0311936 | Time: 2835.44 ms [2021-07-05 10:56:06 main:574] : INFO : Epoch 1883 | loss: 0.0311463 | val_loss: 0.031193 | Time: 2836.96 ms [2021-07-05 10:56:08 main:574] : INFO : Epoch 1884 | loss: 0.0311426 | val_loss: 0.0311873 | Time: 2818.52 ms [2021-07-05 10:56:11 main:574] : INFO : Epoch 1885 | loss: 0.0311316 | val_loss: 0.0311913 | Time: 2820.66 ms [2021-07-05 10:56:14 main:574] : INFO : Epoch 1886 | loss: 0.0311262 | val_loss: 0.0312018 | Time: 2784.12 ms [2021-07-05 10:56:17 main:574] : INFO : Epoch 1887 | loss: 0.031126 | val_loss: 0.0312025 | Time: 2761.37 ms [2021-07-05 10:56:20 main:574] : INFO : Epoch 1888 | loss: 0.0311176 | val_loss: 0.0312016 | Time: 2843.68 ms [2021-07-05 10:56:22 main:574] : INFO : Epoch 1889 | loss: 0.0311119 | val_loss: 0.0312222 | Time: 2819.19 ms [2021-07-05 10:56:25 main:574] : INFO : Epoch 1890 | loss: 0.0311084 | val_loss: 0.0312214 | Time: 2835.97 ms [2021-07-05 10:56:28 main:574] : INFO : Epoch 1891 | loss: 0.0311078 | val_loss: 0.0311986 | Time: 2749.27 ms [2021-07-05 10:56:31 main:574] : INFO : Epoch 1892 | loss: 0.0311117 | val_loss: 0.0311987 | Time: 2822.05 ms [2021-07-05 10:56:34 main:574] : INFO : Epoch 1893 | loss: 0.0311058 | val_loss: 0.0312048 | Time: 2792.28 ms [2021-07-05 10:56:36 main:574] : INFO : Epoch 1894 | loss: 0.0311065 | val_loss: 0.0312038 | Time: 2807.83 ms [2021-07-05 10:56:39 main:574] : INFO : Epoch 1895 | loss: 0.0311088 | val_loss: 0.0312033 | Time: 2831.99 ms [2021-07-05 10:56:42 main:574] : INFO : Epoch 1896 | loss: 0.031105 | val_loss: 0.0312168 | Time: 2808.9 ms [2021-07-05 10:56:45 main:574] : INFO : Epoch 1897 | loss: 0.0311036 | val_loss: 0.0312 | Time: 2825.53 ms [2021-07-05 10:56:48 main:574] : INFO : Epoch 1898 | loss: 0.0311144 | val_loss: 0.0312007 | Time: 2833.5 ms [2021-07-05 10:56:51 main:574] : INFO : Epoch 1899 | loss: 0.0311123 | val_loss: 0.0312002 | Time: 2803.63 ms [2021-07-05 10:56:53 main:574] : INFO : Epoch 1900 | loss: 0.031116 | val_loss: 0.0312014 | Time: 2835.77 ms [2021-07-05 10:56:56 main:574] : INFO : Epoch 1901 | loss: 0.0311083 | val_loss: 0.0311995 | Time: 2879.05 ms [2021-07-05 10:56:59 main:574] : INFO : Epoch 1902 | loss: 0.0311231 | val_loss: 0.0311918 | Time: 2824.77 ms [2021-07-05 10:57:02 main:574] : INFO : Epoch 1903 | loss: 0.0311137 | val_loss: 0.0312001 | Time: 2761.59 ms [2021-07-05 10:57:05 main:574] : INFO : Epoch 1904 | loss: 0.0311069 | val_loss: 0.0312339 | Time: 2835.53 ms [2021-07-05 10:57:08 main:574] : INFO : Epoch 1905 | loss: 0.0311096 | val_loss: 0.031213 | Time: 2805.31 ms [2021-07-05 10:57:11 main:574] : INFO : Epoch 1906 | loss: 0.0311081 | val_loss: 0.0311978 | Time: 2856.92 ms [2021-07-05 10:57:13 main:574] : INFO : Epoch 1907 | loss: 0.031104 | val_loss: 0.0312058 | Time: 2808.33 ms [2021-07-05 10:57:16 main:574] : INFO : Epoch 1908 | loss: 0.0311014 | val_loss: 0.0312096 | Time: 2872.76 ms [2021-07-05 10:57:19 main:574] : INFO : Epoch 1909 | loss: 0.0311053 | val_loss: 0.0312083 | Time: 2865.86 ms [2021-07-05 10:57:22 main:574] : INFO : Epoch 1910 | loss: 0.0310998 | val_loss: 0.0312046 | Time: 2771.54 ms [2021-07-05 10:57:25 main:574] : INFO : Epoch 1911 | loss: 0.0311004 | val_loss: 0.0312237 | Time: 2802.57 ms [2021-07-05 10:57:28 main:574] : INFO : Epoch 1912 | loss: 0.0311031 | val_loss: 0.0311982 | Time: 2871.88 ms [2021-07-05 10:57:30 main:574] : INFO : Epoch 1913 | loss: 0.0311093 | val_loss: 0.0311993 | Time: 2840.09 ms [2021-07-05 10:57:33 main:574] : INFO : Epoch 1914 | loss: 0.0311064 | val_loss: 0.031215 | Time: 2836.39 ms [2021-07-05 10:57:36 main:574] : INFO : Epoch 1915 | loss: 0.0311053 | val_loss: 0.0312127 | Time: 2800.58 ms [2021-07-05 10:57:39 main:574] : INFO : Epoch 1916 | loss: 0.0311022 | val_loss: 0.0312051 | Time: 2837.43 ms [2021-07-05 10:57:42 main:574] : INFO : Epoch 1917 | loss: 0.0311018 | val_loss: 0.0312252 | Time: 2746.16 ms [2021-07-05 10:57:44 main:574] : INFO : Epoch 1918 | loss: 0.0311085 | val_loss: 0.0312191 | Time: 2765.59 ms [2021-07-05 10:57:47 main:574] : INFO : Epoch 1919 | loss: 0.0311041 | val_loss: 0.0312066 | Time: 2848.28 ms [2021-07-05 10:57:50 main:574] : INFO : Epoch 1920 | loss: 0.0310962 | val_loss: 0.0312154 | Time: 2863.49 ms [2021-07-05 10:57:53 main:574] : INFO : Epoch 1921 | loss: 0.0310966 | val_loss: 0.0312156 | Time: 2817.16 ms [2021-07-05 10:57:56 main:574] : INFO : Epoch 1922 | loss: 0.0310981 | val_loss: 0.0312091 | Time: 2803.73 ms [2021-07-05 10:57:59 main:574] : INFO : Epoch 1923 | loss: 0.0310993 | val_loss: 0.0312276 | Time: 2803.81 ms [2021-07-05 10:58:01 main:574] : INFO : Epoch 1924 | loss: 0.0311018 | val_loss: 0.0312127 | Time: 2844.93 ms [2021-07-05 10:58:04 main:574] : INFO : Epoch 1925 | loss: 0.0311073 | val_loss: 0.0312331 | Time: 2843.56 ms [2021-07-05 10:58:07 main:574] : INFO : Epoch 1926 | loss: 0.0310974 | val_loss: 0.0312097 | Time: 2821.96 ms [2021-07-05 10:58:10 main:574] : INFO : Epoch 1927 | loss: 0.0311023 | val_loss: 0.0311972 | Time: 2819.93 ms [2021-07-05 10:58:13 main:574] : INFO : Epoch 1928 | loss: 0.0311071 | val_loss: 0.0312181 | Time: 2782.65 ms [2021-07-05 10:58:16 main:574] : INFO : Epoch 1929 | loss: 0.0311072 | val_loss: 0.0312007 | Time: 2731.38 ms [2021-07-05 10:58:18 main:574] : INFO : Epoch 1930 | loss: 0.0310971 | val_loss: 0.031223 | Time: 2703.78 ms [2021-07-05 10:58:21 main:574] : INFO : Epoch 1931 | loss: 0.0310951 | val_loss: 0.0312179 | Time: 2866.66 ms [2021-07-05 10:58:24 main:574] : INFO : Epoch 1932 | loss: 0.0310989 | val_loss: 0.0312017 | Time: 2787.96 ms [2021-07-05 10:58:27 main:574] : INFO : Epoch 1933 | loss: 0.0311064 | val_loss: 0.0312035 | Time: 2819.25 ms [2021-07-05 10:58:30 main:574] : INFO : Epoch 1934 | loss: 0.0311147 | val_loss: 0.0312066 | Time: 2806.33 ms [2021-07-05 10:58:32 main:574] : INFO : Epoch 1935 | loss: 0.0311142 | val_loss: 0.031203 | Time: 2800.45 ms [2021-07-05 10:58:35 main:574] : INFO : Epoch 1936 | loss: 0.03111 | val_loss: 0.0312189 | Time: 2809.83 ms [2021-07-05 10:58:38 main:574] : INFO : Epoch 1937 | loss: 0.031108 | val_loss: 0.0312253 | Time: 2827.29 ms [2021-07-05 10:58:41 main:574] : INFO : Epoch 1938 | loss: 0.0311042 | val_loss: 0.031206 | Time: 2797.84 ms [2021-07-05 10:58:44 main:574] : INFO : Epoch 1939 | loss: 0.0311061 | val_loss: 0.0312049 | Time: 2827.23 ms [2021-07-05 10:58:47 main:574] : INFO : Epoch 1940 | loss: 0.0311016 | val_loss: 0.0312193 | Time: 2822.03 ms [2021-07-05 10:58:49 main:574] : INFO : Epoch 1941 | loss: 0.0311018 | val_loss: 0.0312023 | Time: 2860.87 ms [2021-07-05 10:58:52 main:574] : INFO : Epoch 1942 | loss: 0.0310976 | val_loss: 0.0312149 | Time: 2853.54 ms [2021-07-05 10:58:55 main:574] : INFO : Epoch 1943 | loss: 0.0311017 | val_loss: 0.0312053 | Time: 2835.57 ms [2021-07-05 10:58:58 main:574] : INFO : Epoch 1944 | loss: 0.0311049 | val_loss: 0.031213 | Time: 2802.2 ms [2021-07-05 10:59:01 main:574] : INFO : Epoch 1945 | loss: 0.0310975 | val_loss: 0.0312224 | Time: 2811.12 ms [2021-07-05 10:59:04 main:574] : INFO : Epoch 1946 | loss: 0.0310976 | val_loss: 0.0312102 | Time: 2815.83 ms [2021-07-05 10:59:06 main:574] : INFO : Epoch 1947 | loss: 0.0310938 | val_loss: 0.0312175 | Time: 2828.41 ms [2021-07-05 10:59:09 main:574] : INFO : Epoch 1948 | loss: 0.0310993 | val_loss: 0.0312059 | Time: 2834.53 ms [2021-07-05 10:59:12 main:574] : INFO : Epoch 1949 | loss: 0.0311082 | val_loss: 0.0312135 | Time: 2781.46 ms [2021-07-05 10:59:15 main:574] : INFO : Epoch 1950 | loss: 0.0311037 | val_loss: 0.0312235 | Time: 2804.49 ms [2021-07-05 10:59:18 main:574] : INFO : Epoch 1951 | loss: 0.0311015 | val_loss: 0.0312071 | Time: 2830.53 ms [2021-07-05 10:59:20 main:574] : INFO : Epoch 1952 | loss: 0.0311028 | val_loss: 0.031221 | Time: 2797 ms [2021-07-05 10:59:23 main:574] : INFO : Epoch 1953 | loss: 0.0311047 | val_loss: 0.0312209 | Time: 2838.56 ms [2021-07-05 10:59:26 main:574] : INFO : Epoch 1954 | loss: 0.0311037 | val_loss: 0.0312205 | Time: 2805.26 ms [2021-07-05 10:59:29 main:574] : INFO : Epoch 1955 | loss: 0.0311005 | val_loss: 0.0312055 | Time: 2844.92 ms [2021-07-05 10:59:32 main:574] : INFO : Epoch 1956 | loss: 0.031102 | val_loss: 0.0312132 | Time: 2775.92 ms [2021-07-05 10:59:35 main:574] : INFO : Epoch 1957 | loss: 0.0311117 | val_loss: 0.0312119 | Time: 2846.55 ms [2021-07-05 10:59:37 main:574] : INFO : Epoch 1958 | loss: 0.0311074 | val_loss: 0.0312053 | Time: 2828.44 ms [2021-07-05 10:59:40 main:574] : INFO : Epoch 1959 | loss: 0.0311211 | val_loss: 0.0311909 | Time: 2849.5 ms [2021-07-05 10:59:43 main:574] : INFO : Epoch 1960 | loss: 0.0311188 | val_loss: 0.031203 | Time: 2865.86 ms [2021-07-05 10:59:46 main:574] : INFO : Epoch 1961 | loss: 0.0311106 | val_loss: 0.0312028 | Time: 2839.25 ms [2021-07-05 10:59:49 main:574] : INFO : Epoch 1962 | loss: 0.0311091 | val_loss: 0.0312177 | Time: 2797.32 ms [2021-07-05 10:59:52 main:574] : INFO : Epoch 1963 | loss: 0.0311053 | val_loss: 0.0312089 | Time: 2771.88 ms [2021-07-05 10:59:54 main:574] : INFO : Epoch 1964 | loss: 0.0311019 | val_loss: 0.0312192 | Time: 2774.04 ms [2021-07-05 10:59:57 main:574] : INFO : Epoch 1965 | loss: 0.0311041 | val_loss: 0.0311997 | Time: 2766.99 ms [2021-07-05 11:00:00 main:574] : INFO : Epoch 1966 | loss: 0.0310996 | val_loss: 0.0312119 | Time: 2808.99 ms [2021-07-05 11:00:03 main:574] : INFO : Epoch 1967 | loss: 0.0311004 | val_loss: 0.0312137 | Time: 2849.36 ms [2021-07-05 11:00:06 main:574] : INFO : Epoch 1968 | loss: 0.0311056 | val_loss: 0.0312119 | Time: 2809.19 ms [2021-07-05 11:00:09 main:574] : INFO : Epoch 1969 | loss: 0.0310971 | val_loss: 0.0312133 | Time: 2821.24 ms [2021-07-05 11:00:11 main:574] : INFO : Epoch 1970 | loss: 0.0310989 | val_loss: 0.0312287 | Time: 2768.9 ms [2021-07-05 11:00:14 main:574] : INFO : Epoch 1971 | loss: 0.0310987 | val_loss: 0.0312127 | Time: 2767.89 ms [2021-07-05 11:00:17 main:574] : INFO : Epoch 1972 | loss: 0.0311014 | val_loss: 0.0312037 | Time: 2809.51 ms [2021-07-05 11:00:20 main:574] : INFO : Epoch 1973 | loss: 0.0311015 | val_loss: 0.0312001 | Time: 2792.3 ms [2021-07-05 11:00:23 main:574] : INFO : Epoch 1974 | loss: 0.0311009 | val_loss: 0.0312004 | Time: 2812.01 ms [2021-07-05 11:00:25 main:574] : INFO : Epoch 1975 | loss: 0.0311014 | val_loss: 0.0312226 | Time: 2861.5 ms [2021-07-05 11:00:28 main:574] : INFO : Epoch 1976 | loss: 0.0310934 | val_loss: 0.0312219 | Time: 2784.15 ms [2021-07-05 11:00:31 main:574] : INFO : Epoch 1977 | loss: 0.0311018 | val_loss: 0.031211 | Time: 2844.06 ms [2021-07-05 11:00:34 main:574] : INFO : Epoch 1978 | loss: 0.0311074 | val_loss: 0.031204 | Time: 2808.48 ms [2021-07-05 11:00:37 main:574] : INFO : Epoch 1979 | loss: 0.0311025 | val_loss: 0.0312134 | Time: 2865.38 ms [2021-07-05 11:00:40 main:574] : INFO : Epoch 1980 | loss: 0.0310998 | val_loss: 0.0312049 | Time: 2818.7 ms [2021-07-05 11:00:42 main:574] : INFO : Epoch 1981 | loss: 0.0311036 | val_loss: 0.0312213 | Time: 2776.8 ms [2021-07-05 11:00:45 main:574] : INFO : Epoch 1982 | loss: 0.0311025 | val_loss: 0.0312026 | Time: 2802.33 ms [2021-07-05 11:00:48 main:574] : INFO : Epoch 1983 | loss: 0.0310952 | val_loss: 0.031239 | Time: 2895.05 ms [2021-07-05 11:00:51 main:574] : INFO : Epoch 1984 | loss: 0.0310967 | val_loss: 0.0312081 | Time: 2861.41 ms [2021-07-05 11:00:54 main:574] : INFO : Epoch 1985 | loss: 0.0311011 | val_loss: 0.0312197 | Time: 2871.52 ms [2021-07-05 11:00:57 main:574] : INFO : Epoch 1986 | loss: 0.0311116 | val_loss: 0.0311959 | Time: 2809.42 ms [2021-07-05 11:01:00 main:574] : INFO : Epoch 1987 | loss: 0.0311072 | val_loss: 0.0312386 | Time: 2869.45 ms [2021-07-05 11:01:02 main:574] : INFO : Epoch 1988 | loss: 0.0311005 | val_loss: 0.0312147 | Time: 2855.35 ms [2021-07-05 11:01:05 main:574] : INFO : Epoch 1989 | loss: 0.0311001 | val_loss: 0.0312154 | Time: 2844.59 ms [2021-07-05 11:01:08 main:574] : INFO : Epoch 1990 | loss: 0.0311006 | val_loss: 0.0312116 | Time: 2808.18 ms [2021-07-05 11:01:11 main:574] : INFO : Epoch 1991 | loss: 0.0310984 | val_loss: 0.0312103 | Time: 2819.45 ms [2021-07-05 11:01:14 main:574] : INFO : Epoch 1992 | loss: 0.0310993 | val_loss: 0.0312264 | Time: 2819.38 ms [2021-07-05 11:01:17 main:574] : INFO : Epoch 1993 | loss: 0.0310917 | val_loss: 0.0312268 | Time: 2835.75 ms [2021-07-05 11:01:19 main:574] : INFO : Epoch 1994 | loss: 0.0311054 | val_loss: 0.0312099 | Time: 2808.34 ms [2021-07-05 11:01:22 main:574] : INFO : Epoch 1995 | loss: 0.0311037 | val_loss: 0.0312287 | Time: 2791 ms [2021-07-05 11:01:25 main:574] : INFO : Epoch 1996 | loss: 0.0310975 | val_loss: 0.0312198 | Time: 2775.96 ms [2021-07-05 11:01:28 main:574] : INFO : Epoch 1997 | loss: 0.031104 | val_loss: 0.0312196 | Time: 2891.82 ms [2021-07-05 11:01:31 main:574] : INFO : Epoch 1998 | loss: 0.0311045 | val_loss: 0.0312249 | Time: 2769.76 ms [2021-07-05 11:01:34 main:574] : INFO : Epoch 1999 | loss: 0.0311294 | val_loss: 0.0312041 | Time: 2845.23 ms [2021-07-05 11:01:36 main:574] : INFO : Epoch 2000 | loss: 0.0311146 | val_loss: 0.0312085 | Time: 2835.92 ms [2021-07-05 11:01:39 main:574] : INFO : Epoch 2001 | loss: 0.0311056 | val_loss: 0.0312192 | Time: 2830.99 ms [2021-07-05 11:01:42 main:574] : INFO : Epoch 2002 | loss: 0.0311044 | val_loss: 0.0312128 | Time: 2768.34 ms [2021-07-05 11:01:45 main:574] : INFO : Epoch 2003 | loss: 0.0311025 | val_loss: 0.0312031 | Time: 2855.41 ms [2021-07-05 11:01:48 main:574] : INFO : Epoch 2004 | loss: 0.0310961 | val_loss: 0.0312306 | Time: 2801.8 ms [2021-07-05 11:01:50 main:574] : INFO : Epoch 2005 | loss: 0.0311065 | val_loss: 0.0312037 | Time: 2836.95 ms [2021-07-05 11:01:53 main:574] : INFO : Epoch 2006 | loss: 0.0311051 | val_loss: 0.0312137 | Time: 2764.6 ms [2021-07-05 11:01:56 main:574] : INFO : Epoch 2007 | loss: 0.0310949 | val_loss: 0.0312256 | Time: 2857.26 ms [2021-07-05 11:01:59 main:574] : INFO : Epoch 2008 | loss: 0.0311436 | val_loss: 0.0311863 | Time: 2820.79 ms [2021-07-05 11:02:02 main:574] : INFO : Epoch 2009 | loss: 0.0311506 | val_loss: 0.0311789 | Time: 2827.1 ms [2021-07-05 11:02:05 main:574] : INFO : Epoch 2010 | loss: 0.0311462 | val_loss: 0.0311796 | Time: 2790.65 ms [2021-07-05 11:02:08 main:574] : INFO : Epoch 2011 | loss: 0.0311423 | val_loss: 0.0311882 | Time: 2866.31 ms [2021-07-05 11:02:10 main:574] : INFO : Epoch 2012 | loss: 0.0311369 | val_loss: 0.0311855 | Time: 2812.73 ms [2021-07-05 11:02:13 main:574] : INFO : Epoch 2013 | loss: 0.0311341 | val_loss: 0.0311844 | Time: 2848.95 ms [2021-07-05 11:02:16 main:574] : INFO : Epoch 2014 | loss: 0.0311305 | val_loss: 0.0311889 | Time: 2820.09 ms [2021-07-05 11:02:19 main:574] : INFO : Epoch 2015 | loss: 0.0311271 | val_loss: 0.0311916 | Time: 2849.39 ms [2021-07-05 11:02:22 main:574] : INFO : Epoch 2016 | loss: 0.0311236 | val_loss: 0.0311946 | Time: 2828.26 ms [2021-07-05 11:02:25 main:574] : INFO : Epoch 2017 | loss: 0.0311221 | val_loss: 0.0311927 | Time: 2823.82 ms [2021-07-05 11:02:27 main:574] : INFO : Epoch 2018 | loss: 0.0311215 | val_loss: 0.0311924 | Time: 2801.83 ms [2021-07-05 11:02:30 main:574] : INFO : Epoch 2019 | loss: 0.0311207 | val_loss: 0.0312028 | Time: 2826.28 ms [2021-07-05 11:02:33 main:574] : INFO : Epoch 2020 | loss: 0.0311188 | val_loss: 0.0311972 | Time: 2820.72 ms [2021-07-05 11:02:36 main:574] : INFO : Epoch 2021 | loss: 0.0311139 | val_loss: 0.0312037 | Time: 2886.15 ms [2021-07-05 11:02:39 main:574] : INFO : Epoch 2022 | loss: 0.0311141 | val_loss: 0.0311947 | Time: 2797.83 ms [2021-07-05 11:02:42 main:574] : INFO : Epoch 2023 | loss: 0.0311121 | val_loss: 0.0312056 | Time: 2828.63 ms [2021-07-05 11:02:44 main:574] : INFO : Epoch 2024 | loss: 0.0311097 | val_loss: 0.0311971 | Time: 2842.94 ms [2021-07-05 11:02:47 main:574] : INFO : Epoch 2025 | loss: 0.0311061 | val_loss: 0.031212 | Time: 2813.22 ms [2021-07-05 11:02:50 main:574] : INFO : Epoch 2026 | loss: 0.031105 | val_loss: 0.0311959 | Time: 2868.56 ms [2021-07-05 11:02:53 main:574] : INFO : Epoch 2027 | loss: 0.0311089 | val_loss: 0.0312152 | Time: 2825.73 ms [2021-07-05 11:02:56 main:574] : INFO : Epoch 2028 | loss: 0.0311093 | val_loss: 0.0312159 | Time: 2793.21 ms [2021-07-05 11:02:59 main:574] : INFO : Epoch 2029 | loss: 0.0311024 | val_loss: 0.0311945 | Time: 2885.09 ms [2021-07-05 11:03:02 main:574] : INFO : Epoch 2030 | loss: 0.0310995 | val_loss: 0.0312283 | Time: 2830.34 ms [2021-07-05 11:03:04 main:574] : INFO : Epoch 2031 | loss: 0.0311027 | val_loss: 0.0312091 | Time: 2781.52 ms [2021-07-05 11:03:07 main:574] : INFO : Epoch 2032 | loss: 0.0311026 | val_loss: 0.0312142 | Time: 2816.76 ms [2021-07-05 11:03:10 main:574] : INFO : Epoch 2033 | loss: 0.0311052 | val_loss: 0.0312018 | Time: 2817.22 ms [2021-07-05 11:03:13 main:574] : INFO : Epoch 2034 | loss: 0.0311024 | val_loss: 0.031204 | Time: 2796.52 ms [2021-07-05 11:03:16 main:574] : INFO : Epoch 2035 | loss: 0.0310971 | val_loss: 0.0312237 | Time: 2838.44 ms [2021-07-05 11:03:18 main:574] : INFO : Epoch 2036 | loss: 0.0311007 | val_loss: 0.031223 | Time: 2834.52 ms [2021-07-05 11:03:21 main:574] : INFO : Epoch 2037 | loss: 0.0311006 | val_loss: 0.0312196 | Time: 2866.76 ms [2021-07-05 11:03:24 main:574] : INFO : Epoch 2038 | loss: 0.031098 | val_loss: 0.0312218 | Time: 2801.8 ms [2021-07-05 11:03:27 main:574] : INFO : Epoch 2039 | loss: 0.0310955 | val_loss: 0.0312293 | Time: 2837.44 ms [2021-07-05 11:03:30 main:574] : INFO : Epoch 2040 | loss: 0.0310968 | val_loss: 0.0312067 | Time: 2831.12 ms [2021-07-05 11:03:33 main:574] : INFO : Epoch 2041 | loss: 0.0310998 | val_loss: 0.0312156 | Time: 2848.7 ms [2021-07-05 11:03:35 main:574] : INFO : Epoch 2042 | loss: 0.0311015 | val_loss: 0.0312179 | Time: 2761.59 ms [2021-07-05 11:03:38 main:574] : INFO : Epoch 2043 | loss: 0.0311015 | val_loss: 0.0312156 | Time: 2762.33 ms [2021-07-05 11:03:41 main:574] : INFO : Epoch 2044 | loss: 0.0310977 | val_loss: 0.0312156 | Time: 2808.93 ms [2021-07-05 11:03:44 main:574] : INFO : Epoch 2045 | loss: 0.031098 | val_loss: 0.0312082 | Time: 2828.98 ms [2021-07-05 11:03:47 main:574] : INFO : Epoch 2046 | loss: 0.0311014 | val_loss: 0.0312103 | Time: 2756.74 ms [2021-07-05 11:03:49 main:574] : INFO : Epoch 2047 | loss: 0.0310956 | val_loss: 0.0312243 | Time: 2837.97 ms [2021-07-05 11:03:52 main:574] : INFO : Epoch 2048 | loss: 0.0311125 | val_loss: 0.0311946 | Time: 2825.87 ms [2021-07-05 11:03:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311946 [2021-07-05 11:03:52 main:603] : INFO : Saving end state to config to file [2021-07-05 11:03:52 main:608] : INFO : Success, exiting.. 11:03:52 (1008): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)