Task 8882951
| Name | ParityModified-1636227465-18899-0_1 |
| Workunit | 6204092 |
| Created | 11 Nov 2021, 21:38:46 UTC |
| Sent | 11 Nov 2021, 22:16:32 UTC |
| Report deadline | 19 Nov 2021, 22:16:32 UTC |
| Received | 12 Nov 2021, 1:44:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 43 min 51 sec |
| CPU time | 1 hours 42 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0309645 | val_loss: 0.0313423 | Time: 3021.6 ms [2021-11-11 18:18:25 main:574] : INFO : Epoch 1543 | loss: 0.0309676 | val_loss: 0.0313391 | Time: 3031.78 ms [2021-11-11 18:18:28 main:574] : INFO : Epoch 1544 | loss: 0.0309732 | val_loss: 0.0313318 | Time: 3039.44 ms [2021-11-11 18:18:31 main:574] : INFO : Epoch 1545 | loss: 0.030967 | val_loss: 0.0313451 | Time: 3016.21 ms [2021-11-11 18:18:34 main:574] : INFO : Epoch 1546 | loss: 0.0309702 | val_loss: 0.0313725 | Time: 3030.07 ms [2021-11-11 18:18:37 main:574] : INFO : Epoch 1547 | loss: 0.0309711 | val_loss: 0.0313619 | Time: 3001.85 ms [2021-11-11 18:18:40 main:574] : INFO : Epoch 1548 | loss: 0.0309696 | val_loss: 0.031351 | Time: 3019.75 ms [2021-11-11 18:18:44 main:574] : INFO : Epoch 1549 | loss: 0.0309691 | val_loss: 0.0313377 | Time: 3033.23 ms [2021-11-11 18:18:47 main:574] : INFO : Epoch 1550 | loss: 0.0309755 | val_loss: 0.0313419 | Time: 3034.62 ms [2021-11-11 18:18:50 main:574] : INFO : Epoch 1551 | loss: 0.0309693 | val_loss: 0.0313703 | Time: 3046.85 ms [2021-11-11 18:18:53 main:574] : INFO : Epoch 1552 | loss: 0.0309725 | val_loss: 0.0313444 | Time: 3039.65 ms [2021-11-11 18:18:56 main:574] : INFO : Epoch 1553 | loss: 0.0309691 | val_loss: 0.0313262 | Time: 3000.73 ms [2021-11-11 18:18:59 main:574] : INFO : Epoch 1554 | loss: 0.0309741 | val_loss: 0.0313714 | Time: 3000.56 ms [2021-11-11 18:19:02 main:574] : INFO : Epoch 1555 | loss: 0.0309719 | val_loss: 0.0313509 | Time: 3017.44 ms [2021-11-11 18:19:05 main:574] : INFO : Epoch 1556 | loss: 0.0309675 | val_loss: 0.0313185 | Time: 2972.46 ms [2021-11-11 18:19:08 main:574] : INFO : Epoch 1557 | loss: 0.0309716 | val_loss: 0.0312942 | Time: 3029.87 ms [2021-11-11 18:19:11 main:574] : INFO : Epoch 1558 | loss: 0.0309839 | val_loss: 0.0313199 | Time: 3012.23 ms [2021-11-11 18:19:14 main:574] : INFO : Epoch 1559 | loss: 0.0309678 | val_loss: 0.0312866 | Time: 3039.98 ms [2021-11-11 18:19:17 main:574] : INFO : Epoch 1560 | loss: 0.0309798 | val_loss: 0.0313477 | Time: 3011.18 ms [2021-11-11 18:19:20 main:574] : INFO : Epoch 1561 | loss: 0.03097 | val_loss: 0.0313541 | Time: 3004.2 ms [2021-11-11 18:19:23 main:574] : INFO : Epoch 1562 | loss: 0.0309647 | val_loss: 0.0313436 | Time: 3037.64 ms [2021-11-11 18:19:26 main:574] : INFO : Epoch 1563 | loss: 0.0309706 | val_loss: 0.0313478 | Time: 3047.33 ms [2021-11-11 18:19:29 main:574] : INFO : Epoch 1564 | loss: 0.0309724 | val_loss: 0.0313395 | Time: 3014.38 ms [2021-11-11 18:19:32 main:574] : INFO : Epoch 1565 | loss: 0.0309729 | val_loss: 0.0313364 | Time: 3002.56 ms [2021-11-11 18:19:35 main:574] : INFO : Epoch 1566 | loss: 0.0309788 | val_loss: 0.0313124 | Time: 3006.05 ms [2021-11-11 18:19:38 main:574] : INFO : Epoch 1567 | loss: 0.0309704 | val_loss: 0.0313372 | Time: 3033.63 ms [2021-11-11 18:19:41 main:574] : INFO : Epoch 1568 | loss: 0.0309727 | val_loss: 0.0313053 | Time: 3043.46 ms [2021-11-11 18:19:44 main:574] : INFO : Epoch 1569 | loss: 0.0310096 | val_loss: 0.0313104 | Time: 3045 ms [2021-11-11 18:19:47 main:574] : INFO : Epoch 1570 | loss: 0.0309806 | val_loss: 0.0313141 | Time: 3002.6 ms [2021-11-11 18:19:50 main:574] : INFO : Epoch 1571 | loss: 0.0309744 | val_loss: 0.0312999 | Time: 3035.09 ms [2021-11-11 18:19:53 main:574] : INFO : Epoch 1572 | loss: 0.0309802 | val_loss: 0.0312982 | Time: 3022.67 ms [2021-11-11 18:19:56 main:574] : INFO : Epoch 1573 | loss: 0.0309796 | val_loss: 0.031344 | Time: 3043.2 ms [2021-11-11 18:19:59 main:574] : INFO : Epoch 1574 | loss: 0.0309854 | val_loss: 0.0314142 | Time: 3008.05 ms [2021-11-11 18:20:02 main:574] : INFO : Epoch 1575 | loss: 0.0310006 | val_loss: 0.0313824 | Time: 3020.18 ms [2021-11-11 18:20:06 main:574] : INFO : Epoch 1576 | loss: 0.0309983 | val_loss: 0.031299 | Time: 3009.21 ms [2021-11-11 18:20:09 main:574] : INFO : Epoch 1577 | loss: 0.0309816 | val_loss: 0.0313158 | Time: 3009.99 ms [2021-11-11 18:20:12 main:574] : INFO : Epoch 1578 | loss: 0.0309806 | val_loss: 0.0313012 | Time: 3020.72 ms [2021-11-11 18:20:15 main:574] : INFO : Epoch 1579 | loss: 0.0309856 | val_loss: 0.0313549 | Time: 3036.63 ms [2021-11-11 18:20:18 main:574] : INFO : Epoch 1580 | loss: 0.0309736 | val_loss: 0.0313567 | Time: 2992.33 ms [2021-11-11 18:20:21 main:574] : INFO : Epoch 1581 | loss: 0.0309735 | val_loss: 0.0313312 | Time: 3048.27 ms [2021-11-11 18:20:24 main:574] : INFO : Epoch 1582 | loss: 0.030977 | val_loss: 0.031318 | Time: 3000.85 ms [2021-11-11 18:20:27 main:574] : INFO : Epoch 1583 | loss: 0.0309638 | val_loss: 0.0313411 | Time: 3016.67 ms [2021-11-11 18:20:30 main:574] : INFO : Epoch 1584 | loss: 0.0309718 | val_loss: 0.0313318 | Time: 2997.28 ms [2021-11-11 18:20:33 main:574] : INFO : Epoch 1585 | loss: 0.0309703 | val_loss: 0.0313157 | Time: 3033.76 ms [2021-11-11 18:20:36 main:574] : INFO : Epoch 1586 | loss: 0.0309687 | val_loss: 0.0313249 | Time: 3030.76 ms [2021-11-11 18:20:39 main:574] : INFO : Epoch 1587 | loss: 0.0309678 | val_loss: 0.031349 | Time: 3015.91 ms [2021-11-11 18:20:42 main:574] : INFO : Epoch 1588 | loss: 0.0309701 | val_loss: 0.0313558 | Time: 3032.65 ms [2021-11-11 18:20:45 main:574] : INFO : Epoch 1589 | loss: 0.0309733 | val_loss: 0.0313432 | Time: 2931.44 ms [2021-11-11 18:20:48 main:574] : INFO : Epoch 1590 | loss: 0.0309674 | val_loss: 0.0313509 | Time: 2962.48 ms [2021-11-11 18:20:51 main:574] : INFO : Epoch 1591 | loss: 0.0309671 | val_loss: 0.0313349 | Time: 2934.23 ms [2021-11-11 18:20:54 main:574] : INFO : Epoch 1592 | loss: 0.0309769 | val_loss: 0.0313253 | Time: 2943.96 ms [2021-11-11 18:20:57 main:574] : INFO : Epoch 1593 | loss: 0.0309762 | val_loss: 0.0313276 | Time: 2947.1 ms [2021-11-11 18:21:00 main:574] : INFO : Epoch 1594 | loss: 0.0309758 | val_loss: 0.0313573 | Time: 2925.42 ms [2021-11-11 18:21:02 main:574] : INFO : Epoch 1595 | loss: 0.030975 | val_loss: 0.0313368 | Time: 2920.18 ms [2021-11-11 18:21:05 main:574] : INFO : Epoch 1596 | loss: 0.0309741 | val_loss: 0.0313222 | Time: 2927.86 ms [2021-11-11 18:21:08 main:574] : INFO : Epoch 1597 | loss: 0.0309725 | val_loss: 0.0313135 | Time: 2936.17 ms [2021-11-11 18:21:11 main:574] : INFO : Epoch 1598 | loss: 0.030972 | val_loss: 0.0313526 | Time: 2919.03 ms [2021-11-11 18:21:14 main:574] : INFO : Epoch 1599 | loss: 0.0309676 | val_loss: 0.0313284 | Time: 3002.52 ms [2021-11-11 18:21:17 main:574] : INFO : Epoch 1600 | loss: 0.0309786 | val_loss: 0.0313558 | Time: 3010.9 ms [2021-11-11 18:21:20 main:574] : INFO : Epoch 1601 | loss: 0.0309682 | val_loss: 0.0313732 | Time: 3027.01 ms [2021-11-11 18:21:23 main:574] : INFO : Epoch 1602 | loss: 0.0309709 | val_loss: 0.0313173 | Time: 2984.07 ms [2021-11-11 18:21:26 main:574] : INFO : Epoch 1603 | loss: 0.0309751 | val_loss: 0.0313587 | Time: 3029.32 ms [2021-11-11 18:21:29 main:574] : INFO : Epoch 1604 | loss: 0.0309755 | val_loss: 0.0312966 | Time: 3043.62 ms [2021-11-11 18:21:32 main:574] : INFO : Epoch 1605 | loss: 0.0309787 | val_loss: 0.0312976 | Time: 3021.38 ms [2021-11-11 18:21:36 main:574] : INFO : Epoch 1606 | loss: 0.0309754 | val_loss: 0.031335 | Time: 3034.49 ms [2021-11-11 18:21:39 main:574] : INFO : Epoch 1607 | loss: 0.0309884 | val_loss: 0.0312878 | Time: 3027.1 ms [2021-11-11 18:21:42 main:574] : INFO : Epoch 1608 | loss: 0.0309858 | val_loss: 0.0313557 | Time: 3006.02 ms [2021-11-11 18:21:45 main:574] : INFO : Epoch 1609 | loss: 0.0309717 | val_loss: 0.0313521 | Time: 2996.47 ms [2021-11-11 18:21:48 main:574] : INFO : Epoch 1610 | loss: 0.0309744 | val_loss: 0.0312915 | Time: 3012.57 ms [2021-11-11 18:21:51 main:574] : INFO : Epoch 1611 | loss: 0.0309851 | val_loss: 0.0313359 | Time: 3031.52 ms [2021-11-11 18:21:54 main:574] : INFO : Epoch 1612 | loss: 0.0309763 | val_loss: 0.03134 | Time: 3050.69 ms [2021-11-11 18:21:57 main:574] : INFO : Epoch 1613 | loss: 0.0309745 | val_loss: 0.0313214 | Time: 2998.53 ms [2021-11-11 18:22:00 main:574] : INFO : Epoch 1614 | loss: 0.0309731 | val_loss: 0.031306 | Time: 3029.52 ms [2021-11-11 18:22:03 main:574] : INFO : Epoch 1615 | loss: 0.0309777 | val_loss: 0.0313098 | Time: 3062.92 ms [2021-11-11 18:22:06 main:574] : INFO : Epoch 1616 | loss: 0.0309792 | val_loss: 0.0313503 | Time: 3090.31 ms [2021-11-11 18:22:09 main:574] : INFO : Epoch 1617 | loss: 0.0309729 | val_loss: 0.0313203 | Time: 3036.14 ms [2021-11-11 18:22:12 main:574] : INFO : Epoch 1618 | loss: 0.0309733 | val_loss: 0.0313511 | Time: 3023.98 ms [2021-11-11 18:22:15 main:574] : INFO : Epoch 1619 | loss: 0.0309728 | val_loss: 0.0313437 | Time: 3034.57 ms [2021-11-11 18:22:18 main:574] : INFO : Epoch 1620 | loss: 0.0309778 | val_loss: 0.0313371 | Time: 3012.31 ms [2021-11-11 18:22:21 main:574] : INFO : Epoch 1621 | loss: 0.0309704 | val_loss: 0.0313325 | Time: 3042.26 ms [2021-11-11 18:22:24 main:574] : INFO : Epoch 1622 | loss: 0.0309782 | val_loss: 0.0312929 | Time: 3024.59 ms [2021-11-11 18:22:27 main:574] : INFO : Epoch 1623 | loss: 0.0309747 | val_loss: 0.0313243 | Time: 3024.56 ms [2021-11-11 18:22:30 main:574] : INFO : Epoch 1624 | loss: 0.0309771 | val_loss: 0.0313486 | Time: 3056.61 ms [2021-11-11 18:22:33 main:574] : INFO : Epoch 1625 | loss: 0.0309659 | val_loss: 0.0313475 | Time: 3047.5 ms [2021-11-11 18:22:36 main:574] : INFO : Epoch 1626 | loss: 0.0309651 | val_loss: 0.0313404 | Time: 3029.88 ms [2021-11-11 18:22:40 main:574] : INFO : Epoch 1627 | loss: 0.0309831 | val_loss: 0.0313091 | Time: 3037.98 ms [2021-11-11 18:22:43 main:574] : INFO : Epoch 1628 | loss: 0.0309813 | val_loss: 0.0313306 | Time: 3027.32 ms [2021-11-11 18:22:46 main:574] : INFO : Epoch 1629 | loss: 0.030967 | val_loss: 0.031372 | Time: 3014.3 ms [2021-11-11 18:22:49 main:574] : INFO : Epoch 1630 | loss: 0.0309875 | val_loss: 0.0313087 | Time: 3005.66 ms [2021-11-11 18:22:52 main:574] : INFO : Epoch 1631 | loss: 0.0309861 | val_loss: 0.0313358 | Time: 3024.85 ms [2021-11-11 18:22:55 main:574] : INFO : Epoch 1632 | loss: 0.0309784 | val_loss: 0.0313307 | Time: 3002.86 ms [2021-11-11 18:22:58 main:574] : INFO : Epoch 1633 | loss: 0.0309786 | val_loss: 0.0313331 | Time: 2986.57 ms [2021-11-11 18:23:01 main:574] : INFO : Epoch 1634 | loss: 0.0309674 | val_loss: 0.03136 | Time: 3004.78 ms [2021-11-11 18:23:04 main:574] : INFO : Epoch 1635 | loss: 0.0309805 | val_loss: 0.0313539 | Time: 3044.95 ms [2021-11-11 18:23:07 main:574] : INFO : Epoch 1636 | loss: 0.0309715 | val_loss: 0.0313505 | Time: 3040.64 ms [2021-11-11 18:23:10 main:574] : INFO : Epoch 1637 | loss: 0.0309706 | val_loss: 0.0313243 | Time: 3009.19 ms [2021-11-11 18:23:13 main:574] : INFO : Epoch 1638 | loss: 0.0309683 | val_loss: 0.0313146 | Time: 3022.35 ms [2021-11-11 18:23:16 main:574] : INFO : Epoch 1639 | loss: 0.03097 | val_loss: 0.0313413 | Time: 3034.81 ms [2021-11-11 18:23:19 main:574] : INFO : Epoch 1640 | loss: 0.0309738 | val_loss: 0.0313372 | Time: 3021.34 ms [2021-11-11 18:23:22 main:574] : INFO : Epoch 1641 | loss: 0.030966 | val_loss: 0.0313334 | Time: 3010.1 ms [2021-11-11 18:23:25 main:574] : INFO : Epoch 1642 | loss: 0.030975 | val_loss: 0.0313385 | Time: 2992.84 ms [2021-11-11 18:23:28 main:574] : INFO : Epoch 1643 | loss: 0.0309752 | val_loss: 0.0313344 | Time: 3012.64 ms [2021-11-11 18:23:31 main:574] : INFO : Epoch 1644 | loss: 0.0309651 | val_loss: 0.031331 | Time: 3019.17 ms [2021-11-11 18:23:34 main:574] : INFO : Epoch 1645 | loss: 0.030975 | val_loss: 0.0313558 | Time: 3013.45 ms [2021-11-11 18:23:37 main:574] : INFO : Epoch 1646 | loss: 0.0309701 | val_loss: 0.0313337 | Time: 3016.8 ms [2021-11-11 18:23:40 main:574] : INFO : Epoch 1647 | loss: 0.0309791 | val_loss: 0.0313017 | Time: 3028.43 ms [2021-11-11 18:23:43 main:574] : INFO : Epoch 1648 | loss: 0.0309764 | val_loss: 0.0313628 | Time: 3020.31 ms [2021-11-11 18:23:46 main:574] : INFO : Epoch 1649 | loss: 0.030973 | val_loss: 0.0313172 | Time: 3033.19 ms [2021-11-11 18:23:49 main:574] : INFO : Epoch 1650 | loss: 0.0309704 | val_loss: 0.0313145 | Time: 3031.43 ms [2021-11-11 18:23:52 main:574] : INFO : Epoch 1651 | loss: 0.030972 | val_loss: 0.0313263 | Time: 3010.59 ms [2021-11-11 18:23:55 main:574] : INFO : Epoch 1652 | loss: 0.0309681 | val_loss: 0.0313275 | Time: 3009.18 ms [2021-11-11 18:23:58 main:574] : INFO : Epoch 1653 | loss: 0.0309715 | val_loss: 0.0313375 | Time: 2993.04 ms [2021-11-11 18:24:01 main:574] : INFO : Epoch 1654 | loss: 0.0309825 | val_loss: 0.0313243 | Time: 3011.38 ms [2021-11-11 18:24:04 main:574] : INFO : Epoch 1655 | loss: 0.0309783 | val_loss: 0.0313178 | Time: 3010.17 ms [2021-11-11 18:24:07 main:574] : INFO : Epoch 1656 | loss: 0.0309748 | val_loss: 0.0313117 | Time: 3022.95 ms [2021-11-11 18:24:10 main:574] : INFO : Epoch 1657 | loss: 0.0309696 | val_loss: 0.0313561 | Time: 3024.03 ms [2021-11-11 18:24:13 main:574] : INFO : Epoch 1658 | loss: 0.0309774 | val_loss: 0.0313406 | Time: 3009.64 ms [2021-11-11 18:24:16 main:574] : INFO : Epoch 1659 | loss: 0.0309739 | val_loss: 0.0313214 | Time: 3038.35 ms [2021-11-11 18:24:19 main:574] : INFO : Epoch 1660 | loss: 0.0309742 | val_loss: 0.0313204 | Time: 2989.84 ms [2021-11-11 18:24:22 main:574] : INFO : Epoch 1661 | loss: 0.0309743 | val_loss: 0.0313508 | Time: 3035.13 ms [2021-11-11 18:24:25 main:574] : INFO : Epoch 1662 | loss: 0.0309707 | val_loss: 0.0313507 | Time: 3016.08 ms [2021-11-11 18:24:28 main:574] : INFO : Epoch 1663 | loss: 0.0309766 | val_loss: 0.0312974 | Time: 3032.66 ms [2021-11-11 18:24:32 main:574] : INFO : Epoch 1664 | loss: 0.030969 | val_loss: 0.0313173 | Time: 3016.73 ms [2021-11-11 18:24:35 main:574] : INFO : Epoch 1665 | loss: 0.0309739 | val_loss: 0.031333 | Time: 3019.67 ms [2021-11-11 18:24:38 main:574] : INFO : Epoch 1666 | loss: 0.0309864 | val_loss: 0.0313147 | Time: 3038.31 ms [2021-11-11 18:24:41 main:574] : INFO : Epoch 1667 | loss: 0.0309764 | val_loss: 0.0313474 | Time: 3045.9 ms [2021-11-11 18:24:44 main:574] : INFO : Epoch 1668 | loss: 0.0309742 | val_loss: 0.0313324 | Time: 3051.01 ms [2021-11-11 18:24:47 main:574] : INFO : Epoch 1669 | loss: 0.030972 | val_loss: 0.0313324 | Time: 3027.5 ms [2021-11-11 18:24:50 main:574] : INFO : Epoch 1670 | loss: 0.0309711 | val_loss: 0.0313594 | Time: 3012.54 ms [2021-11-11 18:24:53 main:574] : INFO : Epoch 1671 | loss: 0.0309785 | val_loss: 0.031324 | Time: 2987.5 ms [2021-11-11 18:24:56 main:574] : INFO : Epoch 1672 | loss: 0.0309737 | val_loss: 0.0313263 | Time: 3052.77 ms [2021-11-11 18:24:59 main:574] : INFO : Epoch 1673 | loss: 0.0309675 | val_loss: 0.0313275 | Time: 3039.73 ms [2021-11-11 18:25:02 main:574] : INFO : Epoch 1674 | loss: 0.0309645 | val_loss: 0.0313385 | Time: 2992.98 ms [2021-11-11 18:25:05 main:574] : INFO : Epoch 1675 | loss: 0.0309623 | val_loss: 0.0313342 | Time: 3050.9 ms [2021-11-11 18:25:08 main:574] : INFO : Epoch 1676 | loss: 0.0309662 | val_loss: 0.0313584 | Time: 3019.42 ms [2021-11-11 18:25:11 main:574] : INFO : Epoch 1677 | loss: 0.0309745 | val_loss: 0.0313142 | Time: 3065.42 ms [2021-11-11 18:25:14 main:574] : INFO : Epoch 1678 | loss: 0.0309738 | val_loss: 0.0313147 | Time: 3009.29 ms [2021-11-11 18:25:17 main:574] : INFO : Epoch 1679 | loss: 0.03097 | val_loss: 0.0313178 | Time: 3038.05 ms [2021-11-11 18:25:20 main:574] : INFO : Epoch 1680 | loss: 0.0309735 | val_loss: 0.0313206 | Time: 2990.03 ms [2021-11-11 18:25:23 main:574] : INFO : Epoch 1681 | loss: 0.0309734 | val_loss: 0.0313363 | Time: 3022.57 ms [2021-11-11 18:25:26 main:574] : INFO : Epoch 1682 | loss: 0.0309824 | val_loss: 0.0312962 | Time: 3040.25 ms [2021-11-11 18:25:29 main:574] : INFO : Epoch 1683 | loss: 0.0309784 | val_loss: 0.031332 | Time: 3000.65 ms [2021-11-11 18:25:32 main:574] : INFO : Epoch 1684 | loss: 0.0309689 | val_loss: 0.0313376 | Time: 3017.71 ms [2021-11-11 18:25:35 main:574] : INFO : Epoch 1685 | loss: 0.0309741 | val_loss: 0.0313533 | Time: 3031.36 ms [2021-11-11 18:25:38 main:574] : INFO : Epoch 1686 | loss: 0.0309931 | val_loss: 0.0312926 | Time: 3041.56 ms [2021-11-11 18:25:41 main:574] : INFO : Epoch 1687 | loss: 0.0309748 | val_loss: 0.0313657 | Time: 3015.19 ms [2021-11-11 18:25:44 main:574] : INFO : Epoch 1688 | loss: 0.0309718 | val_loss: 0.031357 | Time: 3008.53 ms [2021-11-11 18:25:47 main:574] : INFO : Epoch 1689 | loss: 0.0309676 | val_loss: 0.0313144 | Time: 3012.72 ms [2021-11-11 18:25:50 main:574] : INFO : Epoch 1690 | loss: 0.0309924 | val_loss: 0.0312963 | Time: 3012.61 ms [2021-11-11 18:25:53 main:574] : INFO : Epoch 1691 | loss: 0.0309945 | val_loss: 0.031339 | Time: 3048.98 ms [2021-11-11 18:25:56 main:574] : INFO : Epoch 1692 | loss: 0.0309788 | val_loss: 0.0312855 | Time: 3014.07 ms [2021-11-11 18:26:00 main:574] : INFO : Epoch 1693 | loss: 0.0309754 | val_loss: 0.0313498 | Time: 3002.5 ms [2021-11-11 18:26:03 main:574] : INFO : Epoch 1694 | loss: 0.0309678 | val_loss: 0.0313437 | Time: 3028.12 ms [2021-11-11 18:26:06 main:574] : INFO : Epoch 1695 | loss: 0.0309797 | val_loss: 0.0313094 | Time: 3027.3 ms [2021-11-11 18:26:09 main:574] : INFO : Epoch 1696 | loss: 0.0309759 | val_loss: 0.0313781 | Time: 3044.4 ms [2021-11-11 18:26:12 main:574] : INFO : Epoch 1697 | loss: 0.030971 | val_loss: 0.0313218 | Time: 2996.3 ms [2021-11-11 18:26:15 main:574] : INFO : Epoch 1698 | loss: 0.0309682 | val_loss: 0.0313083 | Time: 3045.96 ms [2021-11-11 18:26:18 main:574] : INFO : Epoch 1699 | loss: 0.0309709 | val_loss: 0.0313738 | Time: 3020.21 ms [2021-11-11 18:26:21 main:574] : INFO : Epoch 1700 | loss: 0.0309768 | val_loss: 0.0313055 | Time: 3050.38 ms [2021-11-11 18:26:24 main:574] : INFO : Epoch 1701 | loss: 0.0309782 | val_loss: 0.0313646 | Time: 3052.05 ms [2021-11-11 18:26:27 main:574] : INFO : Epoch 1702 | loss: 0.030976 | val_loss: 0.0313284 | Time: 3015.67 ms [2021-11-11 18:26:30 main:574] : INFO : Epoch 1703 | loss: 0.0309805 | val_loss: 0.0313541 | Time: 3028.35 ms [2021-11-11 18:26:33 main:574] : INFO : Epoch 1704 | loss: 0.0309799 | val_loss: 0.0313204 | Time: 3028.96 ms [2021-11-11 18:26:36 main:574] : INFO : Epoch 1705 | loss: 0.0309747 | val_loss: 0.0313129 | Time: 3001.95 ms [2021-11-11 18:26:39 main:574] : INFO : Epoch 1706 | loss: 0.0309682 | val_loss: 0.0313442 | Time: 3010.2 ms [2021-11-11 18:26:42 main:574] : INFO : Epoch 1707 | loss: 0.0309686 | val_loss: 0.0313409 | Time: 3039.69 ms [2021-11-11 18:26:45 main:574] : INFO : Epoch 1708 | loss: 0.0309737 | val_loss: 0.0313247 | Time: 3010.18 ms [2021-11-11 18:26:48 main:574] : INFO : Epoch 1709 | loss: 0.0309789 | val_loss: 0.0313081 | Time: 3036.68 ms [2021-11-11 18:26:51 main:574] : INFO : Epoch 1710 | loss: 0.0309783 | val_loss: 0.0313431 | Time: 3047.13 ms [2021-11-11 18:26:54 main:574] : INFO : Epoch 1711 | loss: 0.0309684 | val_loss: 0.0313262 | Time: 3016.08 ms [2021-11-11 18:26:57 main:574] : INFO : Epoch 1712 | loss: 0.0309724 | val_loss: 0.0313217 | Time: 3005.8 ms [2021-11-11 18:27:00 main:574] : INFO : Epoch 1713 | loss: 0.0309796 | val_loss: 0.0313164 | Time: 3032.48 ms [2021-11-11 18:27:03 main:574] : INFO : Epoch 1714 | loss: 0.0309843 | val_loss: 0.0312891 | Time: 3057.1 ms [2021-11-11 18:27:06 main:574] : INFO : Epoch 1715 | loss: 0.0309786 | val_loss: 0.0313359 | Time: 3056.03 ms [2021-11-11 18:27:09 main:574] : INFO : Epoch 1716 | loss: 0.0309672 | val_loss: 0.0313335 | Time: 3047.59 ms [2021-11-11 18:27:12 main:574] : INFO : Epoch 1717 | loss: 0.0309677 | val_loss: 0.0313285 | Time: 2998.85 ms [2021-11-11 18:27:15 main:574] : INFO : Epoch 1718 | loss: 0.0309734 | val_loss: 0.0313022 | Time: 3037.74 ms [2021-11-11 18:27:19 main:574] : INFO : Epoch 1719 | loss: 0.0309731 | val_loss: 0.0313165 | Time: 3061.19 ms [2021-11-11 18:27:22 main:574] : INFO : Epoch 1720 | loss: 0.0309672 | val_loss: 0.0313201 | Time: 3030.09 ms [2021-11-11 18:27:25 main:574] : INFO : Epoch 1721 | loss: 0.0309745 | val_loss: 0.031335 | Time: 3023.96 ms [2021-11-11 18:27:28 main:574] : INFO : Epoch 1722 | loss: 0.0309884 | val_loss: 0.0313142 | Time: 3044.5 ms [2021-11-11 18:27:31 main:574] : INFO : Epoch 1723 | loss: 0.0309877 | val_loss: 0.0313029 | Time: 3030.33 ms [2021-11-11 18:27:34 main:574] : INFO : Epoch 1724 | loss: 0.0309717 | val_loss: 0.0313279 | Time: 3039.09 ms [2021-11-11 18:27:37 main:574] : INFO : Epoch 1725 | loss: 0.0309751 | val_loss: 0.0313438 | Time: 3043.49 ms [2021-11-11 18:27:40 main:574] : INFO : Epoch 1726 | loss: 0.0309744 | val_loss: 0.0313322 | Time: 3025.06 ms [2021-11-11 18:27:43 main:574] : INFO : Epoch 1727 | loss: 0.0309681 | val_loss: 0.0313175 | Time: 3009.19 ms [2021-11-11 18:27:46 main:574] : INFO : Epoch 1728 | loss: 0.0309662 | val_loss: 0.0313573 | Time: 3039.02 ms [2021-11-11 18:27:49 main:574] : INFO : Epoch 1729 | loss: 0.0309742 | val_loss: 0.0313418 | Time: 3015.25 ms [2021-11-11 18:27:52 main:574] : INFO : Epoch 1730 | loss: 0.0309753 | val_loss: 0.0313411 | Time: 3014.27 ms [2021-11-11 18:27:55 main:574] : INFO : Epoch 1731 | loss: 0.0309804 | val_loss: 0.0313395 | Time: 3021.02 ms [2021-11-11 18:27:58 main:574] : INFO : Epoch 1732 | loss: 0.0309731 | val_loss: 0.0313479 | Time: 3021.78 ms [2021-11-11 18:28:01 main:574] : INFO : Epoch 1733 | loss: 0.0309694 | val_loss: 0.0313583 | Time: 3039.03 ms [2021-11-11 18:28:04 main:574] : INFO : Epoch 1734 | loss: 0.0309675 | val_loss: 0.0313276 | Time: 3015.83 ms [2021-11-11 18:28:07 main:574] : INFO : Epoch 1735 | loss: 0.0309647 | val_loss: 0.0313312 | Time: 3048.49 ms [2021-11-11 18:28:10 main:574] : INFO : Epoch 1736 | loss: 0.0309689 | val_loss: 0.0313328 | Time: 3039.28 ms [2021-11-11 18:28:13 main:574] : INFO : Epoch 1737 | loss: 0.0309751 | val_loss: 0.0313302 | Time: 3003.52 ms [2021-11-11 18:28:16 main:574] : INFO : Epoch 1738 | loss: 0.0309892 | val_loss: 0.0313003 | Time: 3034.87 ms [2021-11-11 18:28:19 main:574] : INFO : Epoch 1739 | loss: 0.030994 | val_loss: 0.0313539 | Time: 3022.87 ms [2021-11-11 18:28:22 main:574] : INFO : Epoch 1740 | loss: 0.0309757 | val_loss: 0.0313599 | Time: 3026.19 ms [2021-11-11 18:28:25 main:574] : INFO : Epoch 1741 | loss: 0.0309678 | val_loss: 0.0313422 | Time: 2999.72 ms [2021-11-11 18:28:28 main:574] : INFO : Epoch 1742 | loss: 0.0309707 | val_loss: 0.0313409 | Time: 3020.8 ms [2021-11-11 18:28:31 main:574] : INFO : Epoch 1743 | loss: 0.0309656 | val_loss: 0.031336 | Time: 3032.22 ms [2021-11-11 18:28:34 main:574] : INFO : Epoch 1744 | loss: 0.0309677 | val_loss: 0.0313652 | Time: 3000.93 ms [2021-11-11 18:28:38 main:574] : INFO : Epoch 1745 | loss: 0.0309738 | val_loss: 0.0313197 | Time: 3027.35 ms [2021-11-11 18:28:41 main:574] : INFO : Epoch 1746 | loss: 0.0309725 | val_loss: 0.0313322 | Time: 3002.5 ms [2021-11-11 18:28:44 main:574] : INFO : Epoch 1747 | loss: 0.0309661 | val_loss: 0.031372 | Time: 3010.26 ms [2021-11-11 18:28:47 main:574] : INFO : Epoch 1748 | loss: 0.0309633 | val_loss: 0.0313451 | Time: 3011.48 ms [2021-11-11 18:28:50 main:574] : INFO : Epoch 1749 | loss: 0.0309731 | val_loss: 0.0313247 | Time: 3037.9 ms [2021-11-11 18:28:53 main:574] : INFO : Epoch 1750 | loss: 0.0309765 | val_loss: 0.0313536 | Time: 3033.61 ms [2021-11-11 18:28:56 main:574] : INFO : Epoch 1751 | loss: 0.0309711 | val_loss: 0.031329 | Time: 3029.48 ms [2021-11-11 18:28:59 main:574] : INFO : Epoch 1752 | loss: 0.0309616 | val_loss: 0.0313924 | Time: 3023.25 ms [2021-11-11 18:29:02 main:574] : INFO : Epoch 1753 | loss: 0.0309728 | val_loss: 0.0313601 | Time: 3024.92 ms [2021-11-11 18:29:05 main:574] : INFO : Epoch 1754 | loss: 0.0309713 | val_loss: 0.0313366 | Time: 3009.77 ms [2021-11-11 18:29:08 main:574] : INFO : Epoch 1755 | loss: 0.0309703 | val_loss: 0.0313166 | Time: 3017.56 ms [2021-11-11 18:29:11 main:574] : INFO : Epoch 1756 | loss: 0.0309652 | val_loss: 0.0313141 | Time: 3010.4 ms [2021-11-11 18:29:14 main:574] : INFO : Epoch 1757 | loss: 0.0309729 | val_loss: 0.031381 | Time: 3007.07 ms [2021-11-11 18:29:17 main:574] : INFO : Epoch 1758 | loss: 0.030973 | val_loss: 0.031337 | Time: 3011.25 ms [2021-11-11 18:29:20 main:574] : INFO : Epoch 1759 | loss: 0.0309745 | val_loss: 0.0313369 | Time: 3016.03 ms [2021-11-11 18:29:23 main:574] : INFO : Epoch 1760 | loss: 0.0309712 | val_loss: 0.0313445 | Time: 3010.9 ms [2021-11-11 18:29:26 main:574] : INFO : Epoch 1761 | loss: 0.0309683 | val_loss: 0.0313117 | Time: 3037.48 ms [2021-11-11 18:29:29 main:574] : INFO : Epoch 1762 | loss: 0.0309781 | val_loss: 0.0313647 | Time: 3012.01 ms [2021-11-11 18:29:32 main:574] : INFO : Epoch 1763 | loss: 0.0309721 | val_loss: 0.0313307 | Time: 3023.96 ms [2021-11-11 18:29:35 main:574] : INFO : Epoch 1764 | loss: 0.0309717 | val_loss: 0.0313442 | Time: 3009.64 ms [2021-11-11 18:29:38 main:574] : INFO : Epoch 1765 | loss: 0.0309726 | val_loss: 0.0313352 | Time: 3011.16 ms [2021-11-11 18:29:41 main:574] : INFO : Epoch 1766 | loss: 0.0309761 | val_loss: 0.0313112 | Time: 3012.67 ms [2021-11-11 18:29:44 main:574] : INFO : Epoch 1767 | loss: 0.0309749 | val_loss: 0.0313319 | Time: 3014.81 ms [2021-11-11 18:29:47 main:574] : INFO : Epoch 1768 | loss: 0.0309664 | val_loss: 0.0313314 | Time: 2996.17 ms [2021-11-11 18:29:50 main:574] : INFO : Epoch 1769 | loss: 0.0309709 | val_loss: 0.0313658 | Time: 3007.07 ms [2021-11-11 18:29:53 main:574] : INFO : Epoch 1770 | loss: 0.0309676 | val_loss: 0.0313181 | Time: 3023.07 ms [2021-11-11 18:29:56 main:574] : INFO : Epoch 1771 | loss: 0.0309698 | val_loss: 0.031336 | Time: 3027.05 ms [2021-11-11 18:29:59 main:574] : INFO : Epoch 1772 | loss: 0.0309611 | val_loss: 0.0313406 | Time: 3009.49 ms [2021-11-11 18:30:02 main:574] : INFO : Epoch 1773 | loss: 0.0309711 | val_loss: 0.0313629 | Time: 3033.06 ms [2021-11-11 18:30:05 main:574] : INFO : Epoch 1774 | loss: 0.0309694 | val_loss: 0.0313044 | Time: 3014.03 ms [2021-11-11 18:30:08 main:574] : INFO : Epoch 1775 | loss: 0.0309754 | val_loss: 0.0313155 | Time: 3025.87 ms [2021-11-11 18:30:11 main:574] : INFO : Epoch 1776 | loss: 0.0309638 | val_loss: 0.031352 | Time: 3029.53 ms [2021-11-11 18:30:14 main:574] : INFO : Epoch 1777 | loss: 0.0309693 | val_loss: 0.0313558 | Time: 3025.84 ms [2021-11-11 18:30:17 main:574] : INFO : Epoch 1778 | loss: 0.0309844 | val_loss: 0.0313126 | Time: 3023.02 ms [2021-11-11 18:30:20 main:574] : INFO : Epoch 1779 | loss: 0.0309881 | val_loss: 0.0313165 | Time: 3004.88 ms [2021-11-11 18:30:24 main:574] : INFO : Epoch 1780 | loss: 0.0309815 | val_loss: 0.0313264 | Time: 3030.87 ms [2021-11-11 18:30:27 main:574] : INFO : Epoch 1781 | loss: 0.0309778 | val_loss: 0.0313547 | Time: 3009.29 ms [2021-11-11 18:30:30 main:574] : INFO : Epoch 1782 | loss: 0.0309678 | val_loss: 0.031364 | Time: 3006.48 ms [2021-11-11 18:30:33 main:574] : INFO : Epoch 1783 | loss: 0.0309686 | val_loss: 0.0313574 | Time: 3030.97 ms [2021-11-11 18:30:36 main:574] : INFO : Epoch 1784 | loss: 0.0309675 | val_loss: 0.0313545 | Time: 2997.12 ms [2021-11-11 18:30:39 main:574] : INFO : Epoch 1785 | loss: 0.0309616 | val_loss: 0.0313689 | Time: 2999.21 ms [2021-11-11 18:30:42 main:574] : INFO : Epoch 1786 | loss: 0.0309682 | val_loss: 0.0313654 | Time: 2990.01 ms [2021-11-11 18:30:45 main:574] : INFO : Epoch 1787 | loss: 0.0309738 | val_loss: 0.0313285 | Time: 3025.96 ms [2021-11-11 18:30:48 main:574] : INFO : Epoch 1788 | loss: 0.0309814 | val_loss: 0.0313509 | Time: 3027.95 ms [2021-11-11 18:30:51 main:574] : INFO : Epoch 1789 | loss: 0.0309796 | val_loss: 0.0313195 | Time: 2975.19 ms [2021-11-11 18:30:54 main:574] : INFO : Epoch 1790 | loss: 0.0309714 | val_loss: 0.0313364 | Time: 3045.42 ms [2021-11-11 18:30:57 main:574] : INFO : Epoch 1791 | loss: 0.0309618 | val_loss: 0.0313147 | Time: 3025.44 ms [2021-11-11 18:31:00 main:574] : INFO : Epoch 1792 | loss: 0.0309643 | val_loss: 0.0313397 | Time: 3008.39 ms [2021-11-11 18:31:03 main:574] : INFO : Epoch 1793 | loss: 0.030975 | val_loss: 0.0313542 | Time: 2989.42 ms [2021-11-11 18:31:06 main:574] : INFO : Epoch 1794 | loss: 0.0309721 | val_loss: 0.0313484 | Time: 3029.68 ms [2021-11-11 18:31:09 main:574] : INFO : Epoch 1795 | loss: 0.0309832 | val_loss: 0.0313687 | Time: 3038.14 ms [2021-11-11 18:31:12 main:574] : INFO : Epoch 1796 | loss: 0.0309831 | val_loss: 0.031331 | Time: 3023.49 ms [2021-11-11 18:31:15 main:574] : INFO : Epoch 1797 | loss: 0.0309888 | val_loss: 0.0313252 | Time: 3037.81 ms [2021-11-11 18:31:18 main:574] : INFO : Epoch 1798 | loss: 0.0309988 | val_loss: 0.0313283 | Time: 3048.51 ms [2021-11-11 18:31:21 main:574] : INFO : Epoch 1799 | loss: 0.0309783 | val_loss: 0.0313631 | Time: 3022.29 ms [2021-11-11 18:31:24 main:574] : INFO : Epoch 1800 | loss: 0.0309732 | val_loss: 0.0313583 | Time: 3042.31 ms [2021-11-11 18:31:27 main:574] : INFO : Epoch 1801 | loss: 0.0309737 | val_loss: 0.0313394 | Time: 3019.48 ms [2021-11-11 18:31:30 main:574] : INFO : Epoch 1802 | loss: 0.0309733 | val_loss: 0.0313302 | Time: 3026.43 ms [2021-11-11 18:31:33 main:574] : INFO : Epoch 1803 | loss: 0.0309686 | val_loss: 0.0313231 | Time: 3037.99 ms [2021-11-11 18:31:36 main:574] : INFO : Epoch 1804 | loss: 0.0309754 | val_loss: 0.0313755 | Time: 3025.04 ms [2021-11-11 18:31:39 main:574] : INFO : Epoch 1805 | loss: 0.0309746 | val_loss: 0.03134 | Time: 2992.09 ms [2021-11-11 18:31:42 main:574] : INFO : Epoch 1806 | loss: 0.0309745 | val_loss: 0.0313021 | Time: 3013.13 ms [2021-11-11 18:31:45 main:574] : INFO : Epoch 1807 | loss: 0.0309901 | val_loss: 0.0313371 | Time: 3001.96 ms [2021-11-11 18:31:48 main:574] : INFO : Epoch 1808 | loss: 0.0309771 | val_loss: 0.0312995 | Time: 3022.27 ms [2021-11-11 18:31:51 main:574] : INFO : Epoch 1809 | loss: 0.030981 | val_loss: 0.0313538 | Time: 2998.23 ms [2021-11-11 18:31:54 main:574] : INFO : Epoch 1810 | loss: 0.0309712 | val_loss: 0.0313334 | Time: 2990.77 ms [2021-11-11 18:31:57 main:574] : INFO : Epoch 1811 | loss: 0.0309708 | val_loss: 0.0313511 | Time: 3008.42 ms [2021-11-11 18:32:00 main:574] : INFO : Epoch 1812 | loss: 0.0309973 | val_loss: 0.0312964 | Time: 3035.16 ms [2021-11-11 18:32:03 main:574] : INFO : Epoch 1813 | loss: 0.0309817 | val_loss: 0.0313298 | Time: 3007.31 ms [2021-11-11 18:32:06 main:574] : INFO : Epoch 1814 | loss: 0.0309801 | val_loss: 0.0313226 | Time: 3035.25 ms [2021-11-11 18:32:10 main:574] : INFO : Epoch 1815 | loss: 0.0309762 | val_loss: 0.0313743 | Time: 3048.42 ms [2021-11-11 18:32:13 main:574] : INFO : Epoch 1816 | loss: 0.0309737 | val_loss: 0.0313161 | Time: 2999.18 ms [2021-11-11 18:32:16 main:574] : INFO : Epoch 1817 | loss: 0.0309814 | val_loss: 0.0313458 | Time: 3002.49 ms [2021-11-11 18:32:19 main:574] : INFO : Epoch 1818 | loss: 0.0309697 | val_loss: 0.0313364 | Time: 3030.63 ms [2021-11-11 18:32:22 main:574] : INFO : Epoch 1819 | loss: 0.0309691 | val_loss: 0.0313291 | Time: 3052.92 ms [2021-11-11 18:32:25 main:574] : INFO : Epoch 1820 | loss: 0.0309743 | val_loss: 0.0313428 | Time: 2980.12 ms [2021-11-11 18:32:28 main:574] : INFO : Epoch 1821 | loss: 0.0309817 | val_loss: 0.0313208 | Time: 3015.24 ms [2021-11-11 18:32:31 main:574] : INFO : Epoch 1822 | loss: 0.0309707 | val_loss: 0.0313438 | Time: 3036.19 ms [2021-11-11 18:32:34 main:574] : INFO : Epoch 1823 | loss: 0.0309651 | val_loss: 0.0313072 | Time: 3012 ms [2021-11-11 18:32:37 main:574] : INFO : Epoch 1824 | loss: 0.0309747 | val_loss: 0.0313245 | Time: 3042.49 ms [2021-11-11 18:32:40 main:574] : INFO : Epoch 1825 | loss: 0.0309688 | val_loss: 0.031353 | Time: 3017.01 ms [2021-11-11 18:32:43 main:574] : INFO : Epoch 1826 | loss: 0.0309739 | val_loss: 0.0313383 | Time: 3021.92 ms [2021-11-11 18:32:46 main:574] : INFO : Epoch 1827 | loss: 0.0309753 | val_loss: 0.0313366 | Time: 3038.47 ms [2021-11-11 18:32:49 main:574] : INFO : Epoch 1828 | loss: 0.0309742 | val_loss: 0.0313155 | Time: 3044.49 ms [2021-11-11 18:32:52 main:574] : INFO : Epoch 1829 | loss: 0.0309734 | val_loss: 0.0313181 | Time: 3022.42 ms [2021-11-11 18:32:55 main:574] : INFO : Epoch 1830 | loss: 0.0309877 | val_loss: 0.0313313 | Time: 3031.23 ms [2021-11-11 18:32:58 main:574] : INFO : Epoch 1831 | loss: 0.0309869 | val_loss: 0.0313389 | Time: 3012.97 ms [2021-11-11 18:33:01 main:574] : INFO : Epoch 1832 | loss: 0.0309789 | val_loss: 0.0313257 | Time: 3031.49 ms [2021-11-11 18:33:04 main:574] : INFO : Epoch 1833 | loss: 0.0309707 | val_loss: 0.0313489 | Time: 3065.1 ms [2021-11-11 18:33:07 main:574] : INFO : Epoch 1834 | loss: 0.030969 | val_loss: 0.03133 | Time: 2995.79 ms [2021-11-11 18:33:10 main:574] : INFO : Epoch 1835 | loss: 0.030974 | val_loss: 0.0313424 | Time: 3008.95 ms [2021-11-11 18:33:13 main:574] : INFO : Epoch 1836 | loss: 0.0309753 | val_loss: 0.0313178 | Time: 3028.33 ms [2021-11-11 18:33:16 main:574] : INFO : Epoch 1837 | loss: 0.0309745 | val_loss: 0.0313425 | Time: 3011.22 ms [2021-11-11 18:33:19 main:574] : INFO : Epoch 1838 | loss: 0.0309679 | val_loss: 0.0313014 | Time: 2993.6 ms [2021-11-11 18:33:22 main:574] : INFO : Epoch 1839 | loss: 0.0309747 | val_loss: 0.0313077 | Time: 3031.94 ms [2021-11-11 18:33:25 main:574] : INFO : Epoch 1840 | loss: 0.030976 | val_loss: 0.0313325 | Time: 2995.12 ms [2021-11-11 18:33:28 main:574] : INFO : Epoch 1841 | loss: 0.0309686 | val_loss: 0.0313327 | Time: 3029.04 ms [2021-11-11 18:33:32 main:574] : INFO : Epoch 1842 | loss: 0.0309688 | val_loss: 0.0313512 | Time: 3045.75 ms [2021-11-11 18:33:35 main:574] : INFO : Epoch 1843 | loss: 0.0309781 | val_loss: 0.03131 | Time: 3029.4 ms [2021-11-11 18:33:38 main:574] : INFO : Epoch 1844 | loss: 0.0309812 | val_loss: 0.0313713 | Time: 3036.95 ms [2021-11-11 18:33:41 main:574] : INFO : Epoch 1845 | loss: 0.0309711 | val_loss: 0.0313117 | Time: 2975.68 ms [2021-11-11 18:33:44 main:574] : INFO : Epoch 1846 | loss: 0.0309675 | val_loss: 0.0313554 | Time: 3010.85 ms [2021-11-11 18:33:47 main:574] : INFO : Epoch 1847 | loss: 0.0309722 | val_loss: 0.0313289 | Time: 3016.5 ms [2021-11-11 18:33:50 main:574] : INFO : Epoch 1848 | loss: 0.0309704 | val_loss: 0.0313464 | Time: 2989.81 ms [2021-11-11 18:33:53 main:574] : INFO : Epoch 1849 | loss: 0.0309638 | val_loss: 0.0313605 | Time: 3037.14 ms [2021-11-11 18:33:56 main:574] : INFO : Epoch 1850 | loss: 0.030976 | val_loss: 0.0313395 | Time: 3033.39 ms [2021-11-11 18:33:59 main:574] : INFO : Epoch 1851 | loss: 0.0309744 | val_loss: 0.0313238 | Time: 3041.04 ms [2021-11-11 18:34:02 main:574] : INFO : Epoch 1852 | loss: 0.0309778 | val_loss: 0.0313594 | Time: 3018.57 ms [2021-11-11 18:34:05 main:574] : INFO : Epoch 1853 | loss: 0.0309715 | val_loss: 0.0313355 | Time: 3061.79 ms [2021-11-11 18:34:08 main:574] : INFO : Epoch 1854 | loss: 0.0309698 | val_loss: 0.0313142 | Time: 3033.63 ms [2021-11-11 18:34:11 main:574] : INFO : Epoch 1855 | loss: 0.0309801 | val_loss: 0.0313468 | Time: 3016.43 ms [2021-11-11 18:34:14 main:574] : INFO : Epoch 1856 | loss: 0.0309761 | val_loss: 0.0313464 | Time: 2992.84 ms [2021-11-11 18:34:17 main:574] : INFO : Epoch 1857 | loss: 0.0309734 | val_loss: 0.0313802 | Time: 2989.15 ms [2021-11-11 18:34:20 main:574] : INFO : Epoch 1858 | loss: 0.0309687 | val_loss: 0.0313089 | Time: 3027.58 ms [2021-11-11 18:34:23 main:574] : INFO : Epoch 1859 | loss: 0.0309717 | val_loss: 0.0313354 | Time: 3045.07 ms [2021-11-11 18:34:26 main:574] : INFO : Epoch 1860 | loss: 0.0309687 | val_loss: 0.0313374 | Time: 3017.7 ms [2021-11-11 18:34:29 main:574] : INFO : Epoch 1861 | loss: 0.0309658 | val_loss: 0.0313062 | Time: 3022.4 ms [2021-11-11 18:34:32 main:574] : INFO : Epoch 1862 | loss: 0.0309796 | val_loss: 0.0312984 | Time: 3056.1 ms [2021-11-11 18:34:35 main:574] : INFO : Epoch 1863 | loss: 0.0309857 | val_loss: 0.0313661 | Time: 3023.09 ms [2021-11-11 18:34:38 main:574] : INFO : Epoch 1864 | loss: 0.0309844 | val_loss: 0.0313352 | Time: 2992.89 ms [2021-11-11 18:34:41 main:574] : INFO : Epoch 1865 | loss: 0.0309819 | val_loss: 0.0313331 | Time: 3007.35 ms [2021-11-11 18:34:44 main:574] : INFO : Epoch 1866 | loss: 0.0309773 | val_loss: 0.0313306 | Time: 3022.52 ms [2021-11-11 18:34:47 main:574] : INFO : Epoch 1867 | loss: 0.0309764 | val_loss: 0.0313151 | Time: 2988.53 ms [2021-11-11 18:34:50 main:574] : INFO : Epoch 1868 | loss: 0.0309695 | val_loss: 0.0313452 | Time: 3002.45 ms [2021-11-11 18:34:53 main:574] : INFO : Epoch 1869 | loss: 0.0309772 | val_loss: 0.0313105 | Time: 3018.97 ms [2021-11-11 18:34:56 main:574] : INFO : Epoch 1870 | loss: 0.0309856 | val_loss: 0.031313 | Time: 3019.62 ms [2021-11-11 18:34:59 main:574] : INFO : Epoch 1871 | loss: 0.0309767 | val_loss: 0.0313504 | Time: 3015.07 ms [2021-11-11 18:35:02 main:574] : INFO : Epoch 1872 | loss: 0.0309789 | val_loss: 0.0313294 | Time: 3027.03 ms [2021-11-11 18:35:05 main:574] : INFO : Epoch 1873 | loss: 0.0309726 | val_loss: 0.0313446 | Time: 3000.83 ms [2021-11-11 18:35:09 main:574] : INFO : Epoch 1874 | loss: 0.0309612 | val_loss: 0.0313318 | Time: 3019.69 ms [2021-11-11 18:35:12 main:574] : INFO : Epoch 1875 | loss: 0.0309704 | val_loss: 0.0313839 | Time: 3020.53 ms [2021-11-11 18:35:15 main:574] : INFO : Epoch 1876 | loss: 0.0309757 | val_loss: 0.0313105 | Time: 3028.29 ms [2021-11-11 18:35:18 main:574] : INFO : Epoch 1877 | loss: 0.0309807 | val_loss: 0.0313105 | Time: 3031.66 ms [2021-11-11 18:35:21 main:574] : INFO : Epoch 1878 | loss: 0.0309703 | val_loss: 0.0313519 | Time: 3019.92 ms [2021-11-11 18:35:24 main:574] : INFO : Epoch 1879 | loss: 0.0309665 | val_loss: 0.031312 | Time: 3029.81 ms [2021-11-11 18:35:27 main:574] : INFO : Epoch 1880 | loss: 0.0309767 | val_loss: 0.0313325 | Time: 2948.53 ms [2021-11-11 18:35:30 main:574] : INFO : Epoch 1881 | loss: 0.03097 | val_loss: 0.031361 | Time: 3002.97 ms [2021-11-11 18:35:33 main:574] : INFO : Epoch 1882 | loss: 0.0309716 | val_loss: 0.0313478 | Time: 3046.14 ms [2021-11-11 18:35:36 main:574] : INFO : Epoch 1883 | loss: 0.0309888 | val_loss: 0.0313067 | Time: 3010.35 ms [2021-11-11 18:35:39 main:574] : INFO : Epoch 1884 | loss: 0.0309784 | val_loss: 0.0313399 | Time: 3004.84 ms [2021-11-11 18:35:42 main:574] : INFO : Epoch 1885 | loss: 0.0309698 | val_loss: 0.0313326 | Time: 3007.96 ms [2021-11-11 18:35:45 main:574] : INFO : Epoch 1886 | loss: 0.030974 | val_loss: 0.0313454 | Time: 3000.32 ms [2021-11-11 18:35:48 main:574] : INFO : Epoch 1887 | loss: 0.0309706 | val_loss: 0.0313246 | Time: 3008.55 ms [2021-11-11 18:35:51 main:574] : INFO : Epoch 1888 | loss: 0.0309673 | val_loss: 0.0313193 | Time: 3037.41 ms [2021-11-11 18:35:54 main:574] : INFO : Epoch 1889 | loss: 0.030974 | val_loss: 0.0313244 | Time: 3013.64 ms [2021-11-11 18:35:57 main:574] : INFO : Epoch 1890 | loss: 0.0309784 | val_loss: 0.0313352 | Time: 3011.98 ms [2021-11-11 18:36:00 main:574] : INFO : Epoch 1891 | loss: 0.0309738 | val_loss: 0.0313322 | Time: 3012.48 ms [2021-11-11 18:36:03 main:574] : INFO : Epoch 1892 | loss: 0.0309688 | val_loss: 0.03131 | Time: 3002.76 ms [2021-11-11 18:36:06 main:574] : INFO : Epoch 1893 | loss: 0.030975 | val_loss: 0.0313601 | Time: 3050.42 ms [2021-11-11 18:36:09 main:574] : INFO : Epoch 1894 | loss: 0.0309678 | val_loss: 0.0314001 | Time: 3034.91 ms [2021-11-11 18:36:12 main:574] : INFO : Epoch 1895 | loss: 0.0309663 | val_loss: 0.0313464 | Time: 3001.68 ms [2021-11-11 18:36:15 main:574] : INFO : Epoch 1896 | loss: 0.0309778 | val_loss: 0.0313174 | Time: 3008.22 ms [2021-11-11 18:36:18 main:574] : INFO : Epoch 1897 | loss: 0.0309782 | val_loss: 0.0313438 | Time: 3036.88 ms [2021-11-11 18:36:21 main:574] : INFO : Epoch 1898 | loss: 0.0309733 | val_loss: 0.0313307 | Time: 3039.71 ms [2021-11-11 18:36:24 main:574] : INFO : Epoch 1899 | loss: 0.0309724 | val_loss: 0.0313157 | Time: 3059.03 ms [2021-11-11 18:36:27 main:574] : INFO : Epoch 1900 | loss: 0.030968 | val_loss: 0.0313407 | Time: 3024.55 ms [2021-11-11 18:36:30 main:574] : INFO : Epoch 1901 | loss: 0.0309712 | val_loss: 0.0313313 | Time: 3048.52 ms [2021-11-11 18:36:33 main:574] : INFO : Epoch 1902 | loss: 0.0309667 | val_loss: 0.0313281 | Time: 3023.43 ms [2021-11-11 18:36:36 main:574] : INFO : Epoch 1903 | loss: 0.0309649 | val_loss: 0.031342 | Time: 3042.76 ms [2021-11-11 18:36:39 main:574] : INFO : Epoch 1904 | loss: 0.0309736 | val_loss: 0.0313159 | Time: 3044.3 ms [2021-11-11 18:36:43 main:574] : INFO : Epoch 1905 | loss: 0.0309809 | val_loss: 0.0313678 | Time: 3039.43 ms [2021-11-11 18:36:46 main:574] : INFO : Epoch 1906 | loss: 0.0309758 | val_loss: 0.0313256 | Time: 3009.54 ms [2021-11-11 18:36:49 main:574] : INFO : Epoch 1907 | loss: 0.0309784 | val_loss: 0.0313014 | Time: 3056.27 ms [2021-11-11 18:36:52 main:574] : INFO : Epoch 1908 | loss: 0.0309859 | val_loss: 0.0313065 | Time: 3059.37 ms [2021-11-11 18:36:55 main:574] : INFO : Epoch 1909 | loss: 0.0309857 | val_loss: 0.0313268 | Time: 3003.79 ms [2021-11-11 18:36:58 main:574] : INFO : Epoch 1910 | loss: 0.0309784 | val_loss: 0.0313432 | Time: 3021.06 ms [2021-11-11 18:37:01 main:574] : INFO : Epoch 1911 | loss: 0.0309684 | val_loss: 0.0313267 | Time: 3007.58 ms [2021-11-11 18:37:04 main:574] : INFO : Epoch 1912 | loss: 0.030973 | val_loss: 0.031367 | Time: 3017.41 ms [2021-11-11 18:37:07 main:574] : INFO : Epoch 1913 | loss: 0.0309691 | val_loss: 0.0313556 | Time: 3045.16 ms [2021-11-11 18:37:10 main:574] : INFO : Epoch 1914 | loss: 0.0309765 | val_loss: 0.031332 | Time: 3082.81 ms [2021-11-11 18:37:13 main:574] : INFO : Epoch 1915 | loss: 0.0309778 | val_loss: 0.0313549 | Time: 3077.15 ms [2021-11-11 18:37:16 main:574] : INFO : Epoch 1916 | loss: 0.0309731 | val_loss: 0.0313667 | Time: 3010.03 ms [2021-11-11 18:37:19 main:574] : INFO : Epoch 1917 | loss: 0.0309753 | val_loss: 0.0313306 | Time: 3004.92 ms [2021-11-11 18:37:22 main:574] : INFO : Epoch 1918 | loss: 0.03096 | val_loss: 0.0313472 | Time: 3044.54 ms [2021-11-11 18:37:25 main:574] : INFO : Epoch 1919 | loss: 0.0309672 | val_loss: 0.0313632 | Time: 2998.41 ms [2021-11-11 18:37:28 main:574] : INFO : Epoch 1920 | loss: 0.0309826 | val_loss: 0.0313222 | Time: 3040.23 ms [2021-11-11 18:37:31 main:574] : INFO : Epoch 1921 | loss: 0.0309724 | val_loss: 0.0313109 | Time: 3000.58 ms [2021-11-11 18:37:34 main:574] : INFO : Epoch 1922 | loss: 0.0309738 | val_loss: 0.0313175 | Time: 3017.88 ms [2021-11-11 18:37:37 main:574] : INFO : Epoch 1923 | loss: 0.0309727 | val_loss: 0.0313436 | Time: 3004.64 ms [2021-11-11 18:37:40 main:574] : INFO : Epoch 1924 | loss: 0.0309703 | val_loss: 0.0313212 | Time: 3016.54 ms [2021-11-11 18:37:43 main:574] : INFO : Epoch 1925 | loss: 0.0309738 | val_loss: 0.031361 | Time: 2996.44 ms [2021-11-11 18:37:46 main:574] : INFO : Epoch 1926 | loss: 0.0309719 | val_loss: 0.0313048 | Time: 2992.32 ms [2021-11-11 18:37:49 main:574] : INFO : Epoch 1927 | loss: 0.0309862 | val_loss: 0.0313406 | Time: 3004.68 ms [2021-11-11 18:37:52 main:574] : INFO : Epoch 1928 | loss: 0.0309681 | val_loss: 0.0313071 | Time: 3029.01 ms [2021-11-11 18:37:55 main:574] : INFO : Epoch 1929 | loss: 0.0309782 | val_loss: 0.0313272 | Time: 2996.81 ms [2021-11-11 18:37:58 main:574] : INFO : Epoch 1930 | loss: 0.030969 | val_loss: 0.0313364 | Time: 3033.24 ms [2021-11-11 18:38:02 main:574] : INFO : Epoch 1931 | loss: 0.0309684 | val_loss: 0.0313259 | Time: 3024.56 ms [2021-11-11 18:38:05 main:574] : INFO : Epoch 1932 | loss: 0.0309703 | val_loss: 0.0313748 | Time: 3016.45 ms [2021-11-11 18:38:08 main:574] : INFO : Epoch 1933 | loss: 0.0309727 | val_loss: 0.0313406 | Time: 2998.07 ms [2021-11-11 18:38:11 main:574] : INFO : Epoch 1934 | loss: 0.0309715 | val_loss: 0.0313335 | Time: 3029.77 ms [2021-11-11 18:38:14 main:574] : INFO : Epoch 1935 | loss: 0.0309762 | val_loss: 0.0313195 | Time: 3039.58 ms [2021-11-11 18:38:17 main:574] : INFO : Epoch 1936 | loss: 0.0309694 | val_loss: 0.0313142 | Time: 3021.38 ms [2021-11-11 18:38:20 main:574] : INFO : Epoch 1937 | loss: 0.0309701 | val_loss: 0.0313368 | Time: 3035.46 ms [2021-11-11 18:38:23 main:574] : INFO : Epoch 1938 | loss: 0.0309627 | val_loss: 0.0313455 | Time: 3010.08 ms [2021-11-11 18:38:26 main:574] : INFO : Epoch 1939 | loss: 0.0309649 | val_loss: 0.0313674 | Time: 3016.67 ms [2021-11-11 18:38:29 main:574] : INFO : Epoch 1940 | loss: 0.0309792 | val_loss: 0.0313073 | Time: 3020.03 ms [2021-11-11 18:38:32 main:574] : INFO : Epoch 1941 | loss: 0.0309685 | val_loss: 0.0313593 | Time: 3050.29 ms [2021-11-11 18:38:35 main:574] : INFO : Epoch 1942 | loss: 0.0309653 | val_loss: 0.0313715 | Time: 3028.74 ms [2021-11-11 18:38:38 main:574] : INFO : Epoch 1943 | loss: 0.0309768 | val_loss: 0.0313103 | Time: 3052.29 ms [2021-11-11 18:38:41 main:574] : INFO : Epoch 1944 | loss: 0.0309812 | val_loss: 0.0313429 | Time: 3046.74 ms [2021-11-11 18:38:44 main:574] : INFO : Epoch 1945 | loss: 0.0309812 | val_loss: 0.0313046 | Time: 3059.51 ms [2021-11-11 18:38:47 main:574] : INFO : Epoch 1946 | loss: 0.0309785 | val_loss: 0.0313415 | Time: 3033.81 ms [2021-11-11 18:38:50 main:574] : INFO : Epoch 1947 | loss: 0.0309725 | val_loss: 0.0313479 | Time: 3042.09 ms [2021-11-11 18:38:53 main:574] : INFO : Epoch 1948 | loss: 0.0309637 | val_loss: 0.0313561 | Time: 3034.9 ms [2021-11-11 18:38:56 main:574] : INFO : Epoch 1949 | loss: 0.0309613 | val_loss: 0.0313401 | Time: 3052.02 ms [2021-11-11 18:38:59 main:574] : INFO : Epoch 1950 | loss: 0.0309618 | val_loss: 0.0313335 | Time: 3019.59 ms [2021-11-11 18:39:02 main:574] : INFO : Epoch 1951 | loss: 0.030977 | val_loss: 0.0313863 | Time: 3059.64 ms [2021-11-11 18:39:05 main:574] : INFO : Epoch 1952 | loss: 0.030985 | val_loss: 0.0313132 | Time: 2995.51 ms [2021-11-11 18:39:08 main:574] : INFO : Epoch 1953 | loss: 0.0309783 | val_loss: 0.0313701 | Time: 3010.57 ms [2021-11-11 18:39:11 main:574] : INFO : Epoch 1954 | loss: 0.0309861 | val_loss: 0.0312942 | Time: 2994.38 ms [2021-11-11 18:39:14 main:574] : INFO : Epoch 1955 | loss: 0.0309832 | val_loss: 0.0313306 | Time: 3020.26 ms [2021-11-11 18:39:17 main:574] : INFO : Epoch 1956 | loss: 0.0309708 | val_loss: 0.0313159 | Time: 2971.23 ms [2021-11-11 18:39:20 main:574] : INFO : Epoch 1957 | loss: 0.0309775 | val_loss: 0.0312898 | Time: 3005.9 ms [2021-11-11 18:39:23 main:574] : INFO : Epoch 1958 | loss: 0.0309769 | val_loss: 0.0313282 | Time: 3028.28 ms [2021-11-11 18:39:27 main:574] : INFO : Epoch 1959 | loss: 0.0309706 | val_loss: 0.0313708 | Time: 3047.15 ms [2021-11-11 18:39:30 main:574] : INFO : Epoch 1960 | loss: 0.0309664 | val_loss: 0.0313272 | Time: 3003.16 ms [2021-11-11 18:39:33 main:574] : INFO : Epoch 1961 | loss: 0.0309696 | val_loss: 0.0313541 | Time: 3020.84 ms [2021-11-11 18:39:36 main:574] : INFO : Epoch 1962 | loss: 0.0309652 | val_loss: 0.031376 | Time: 3039.08 ms [2021-11-11 18:39:39 main:574] : INFO : Epoch 1963 | loss: 0.0309637 | val_loss: 0.0313382 | Time: 3007.56 ms [2021-11-11 18:39:42 main:574] : INFO : Epoch 1964 | loss: 0.030962 | val_loss: 0.0313215 | Time: 3031.68 ms [2021-11-11 18:39:45 main:574] : INFO : Epoch 1965 | loss: 0.0309698 | val_loss: 0.0313272 | Time: 3007.56 ms [2021-11-11 18:39:48 main:574] : INFO : Epoch 1966 | loss: 0.0309706 | val_loss: 0.0313321 | Time: 3001.98 ms [2021-11-11 18:39:51 main:574] : INFO : Epoch 1967 | loss: 0.0309786 | val_loss: 0.03136 | Time: 3028.16 ms [2021-11-11 18:39:54 main:574] : INFO : Epoch 1968 | loss: 0.0309709 | val_loss: 0.0313444 | Time: 3034.06 ms [2021-11-11 18:39:57 main:574] : INFO : Epoch 1969 | loss: 0.0309766 | val_loss: 0.0313225 | Time: 3050.3 ms [2021-11-11 18:40:00 main:574] : INFO : Epoch 1970 | loss: 0.0309743 | val_loss: 0.0313372 | Time: 3033.95 ms [2021-11-11 18:40:03 main:574] : INFO : Epoch 1971 | loss: 0.0309633 | val_loss: 0.0313719 | Time: 2985.58 ms [2021-11-11 18:40:06 main:574] : INFO : Epoch 1972 | loss: 0.0309653 | val_loss: 0.0313824 | Time: 3015.52 ms [2021-11-11 18:40:09 main:574] : INFO : Epoch 1973 | loss: 0.0309649 | val_loss: 0.0313627 | Time: 2994.54 ms [2021-11-11 18:40:12 main:574] : INFO : Epoch 1974 | loss: 0.030965 | val_loss: 0.0313701 | Time: 2989.54 ms [2021-11-11 18:40:15 main:574] : INFO : Epoch 1975 | loss: 0.0309652 | val_loss: 0.0313298 | Time: 3011.32 ms [2021-11-11 18:40:18 main:574] : INFO : Epoch 1976 | loss: 0.0309723 | val_loss: 0.0313459 | Time: 2998.79 ms [2021-11-11 18:40:21 main:574] : INFO : Epoch 1977 | loss: 0.0309639 | val_loss: 0.0313501 | Time: 2989.29 ms [2021-11-11 18:40:24 main:574] : INFO : Epoch 1978 | loss: 0.0309699 | val_loss: 0.0313557 | Time: 3009.5 ms [2021-11-11 18:40:27 main:574] : INFO : Epoch 1979 | loss: 0.0309682 | val_loss: 0.0313536 | Time: 3015.37 ms [2021-11-11 18:40:30 main:574] : INFO : Epoch 1980 | loss: 0.0309701 | val_loss: 0.031346 | Time: 2992.3 ms [2021-11-11 18:40:33 main:574] : INFO : Epoch 1981 | loss: 0.0309661 | val_loss: 0.0313466 | Time: 2997.51 ms [2021-11-11 18:40:36 main:574] : INFO : Epoch 1982 | loss: 0.0309643 | val_loss: 0.0313622 | Time: 3024.91 ms [2021-11-11 18:40:39 main:574] : INFO : Epoch 1983 | loss: 0.0309662 | val_loss: 0.031331 | Time: 3001.91 ms [2021-11-11 18:40:42 main:574] : INFO : Epoch 1984 | loss: 0.0309725 | val_loss: 0.0313861 | Time: 2997.68 ms [2021-11-11 18:40:45 main:574] : INFO : Epoch 1985 | loss: 0.0309627 | val_loss: 0.0313729 | Time: 3001.48 ms [2021-11-11 18:40:48 main:574] : INFO : Epoch 1986 | loss: 0.030964 | val_loss: 0.0313712 | Time: 3011.76 ms [2021-11-11 18:40:51 main:574] : INFO : Epoch 1987 | loss: 0.0309671 | val_loss: 0.0313491 | Time: 3013.62 ms [2021-11-11 18:40:54 main:574] : INFO : Epoch 1988 | loss: 0.0309776 | val_loss: 0.0313113 | Time: 3025.36 ms [2021-11-11 18:40:57 main:574] : INFO : Epoch 1989 | loss: 0.0309701 | val_loss: 0.0313603 | Time: 3001.98 ms [2021-11-11 18:41:00 main:574] : INFO : Epoch 1990 | loss: 0.0309742 | val_loss: 0.0313384 | Time: 2989.32 ms [2021-11-11 18:41:03 main:574] : INFO : Epoch 1991 | loss: 0.0309688 | val_loss: 0.0313252 | Time: 2991.17 ms [2021-11-11 18:41:06 main:574] : INFO : Epoch 1992 | loss: 0.0309654 | val_loss: 0.0314072 | Time: 3018.32 ms [2021-11-11 18:41:09 main:574] : INFO : Epoch 1993 | loss: 0.0309745 | val_loss: 0.0313556 | Time: 2999.64 ms [2021-11-11 18:41:12 main:574] : INFO : Epoch 1994 | loss: 0.030977 | val_loss: 0.0313785 | Time: 3014.25 ms [2021-11-11 18:41:15 main:574] : INFO : Epoch 1995 | loss: 0.0309758 | val_loss: 0.0313701 | Time: 2994.1 ms [2021-11-11 18:41:18 main:574] : INFO : Epoch 1996 | loss: 0.0309723 | val_loss: 0.0312856 | Time: 2989.84 ms [2021-11-11 18:41:21 main:574] : INFO : Epoch 1997 | loss: 0.0309769 | val_loss: 0.0313445 | Time: 2983.58 ms [2021-11-11 18:41:24 main:574] : INFO : Epoch 1998 | loss: 0.0309754 | val_loss: 0.0313462 | Time: 2983.02 ms [2021-11-11 18:41:27 main:574] : INFO : Epoch 1999 | loss: 0.0309652 | val_loss: 0.0313107 | Time: 2973.09 ms [2021-11-11 18:41:30 main:574] : INFO : Epoch 2000 | loss: 0.0309709 | val_loss: 0.0313474 | Time: 2963.7 ms [2021-11-11 18:41:33 main:574] : INFO : Epoch 2001 | loss: 0.0309702 | val_loss: 0.0313141 | Time: 2986.5 ms [2021-11-11 18:41:36 main:574] : INFO : Epoch 2002 | loss: 0.0309665 | val_loss: 0.0313093 | Time: 3006.08 ms [2021-11-11 18:41:39 main:574] : INFO : Epoch 2003 | loss: 0.0309677 | val_loss: 0.031322 | Time: 2984.16 ms [2021-11-11 18:41:42 main:574] : INFO : Epoch 2004 | loss: 0.0309823 | val_loss: 0.0313069 | Time: 3005.2 ms [2021-11-11 18:41:45 main:574] : INFO : Epoch 2005 | loss: 0.0309892 | val_loss: 0.0313231 | Time: 2976.93 ms [2021-11-11 18:41:48 main:574] : INFO : Epoch 2006 | loss: 0.0309847 | val_loss: 0.0313576 | Time: 2984.23 ms [2021-11-11 18:41:51 main:574] : INFO : Epoch 2007 | loss: 0.0309741 | val_loss: 0.0313587 | Time: 2998.75 ms [2021-11-11 18:41:54 main:574] : INFO : Epoch 2008 | loss: 0.0309777 | val_loss: 0.0313799 | Time: 2965.55 ms [2021-11-11 18:41:57 main:574] : INFO : Epoch 2009 | loss: 0.0309749 | val_loss: 0.0313356 | Time: 2975.2 ms [2021-11-11 18:42:00 main:574] : INFO : Epoch 2010 | loss: 0.0309717 | val_loss: 0.0313243 | Time: 3048.39 ms [2021-11-11 18:42:03 main:574] : INFO : Epoch 2011 | loss: 0.0309672 | val_loss: 0.0313783 | Time: 3018.01 ms [2021-11-11 18:42:06 main:574] : INFO : Epoch 2012 | loss: 0.0309708 | val_loss: 0.0313037 | Time: 2993.28 ms [2021-11-11 18:42:09 main:574] : INFO : Epoch 2013 | loss: 0.0309701 | val_loss: 0.03132 | Time: 3044.37 ms [2021-11-11 18:42:12 main:574] : INFO : Epoch 2014 | loss: 0.0309795 | val_loss: 0.0313817 | Time: 3009.83 ms [2021-11-11 18:42:15 main:574] : INFO : Epoch 2015 | loss: 0.0309671 | val_loss: 0.0313432 | Time: 2996.8 ms [2021-11-11 18:42:18 main:574] : INFO : Epoch 2016 | loss: 0.0309767 | val_loss: 0.0313349 | Time: 3024.23 ms [2021-11-11 18:42:21 main:574] : INFO : Epoch 2017 | loss: 0.0309733 | val_loss: 0.031332 | Time: 2985.03 ms [2021-11-11 18:42:24 main:574] : INFO : Epoch 2018 | loss: 0.0309739 | val_loss: 0.0313312 | Time: 3007.29 ms [2021-11-11 18:42:27 main:574] : INFO : Epoch 2019 | loss: 0.0309686 | val_loss: 0.0312994 | Time: 3036.78 ms [2021-11-11 18:42:31 main:574] : INFO : Epoch 2020 | loss: 0.0309777 | val_loss: 0.0313264 | Time: 3005.04 ms [2021-11-11 18:42:34 main:574] : INFO : Epoch 2021 | loss: 0.0309684 | val_loss: 0.031343 | Time: 3041.98 ms [2021-11-11 18:42:37 main:574] : INFO : Epoch 2022 | loss: 0.0309752 | val_loss: 0.0313458 | Time: 3057.88 ms [2021-11-11 18:42:40 main:574] : INFO : Epoch 2023 | loss: 0.030971 | val_loss: 0.0313749 | Time: 3005.06 ms [2021-11-11 18:42:43 main:574] : INFO : Epoch 2024 | loss: 0.0309733 | val_loss: 0.0313714 | Time: 3018.08 ms [2021-11-11 18:42:46 main:574] : INFO : Epoch 2025 | loss: 0.0309734 | val_loss: 0.0313195 | Time: 3027.72 ms [2021-11-11 18:42:49 main:574] : INFO : Epoch 2026 | loss: 0.0309702 | val_loss: 0.0313214 | Time: 3014.38 ms [2021-11-11 18:42:52 main:574] : INFO : Epoch 2027 | loss: 0.0309701 | val_loss: 0.0313539 | Time: 3031.73 ms [2021-11-11 18:42:55 main:574] : INFO : Epoch 2028 | loss: 0.0309692 | val_loss: 0.0313422 | Time: 3022.27 ms [2021-11-11 18:42:58 main:574] : INFO : Epoch 2029 | loss: 0.0309686 | val_loss: 0.0313667 | Time: 3008.62 ms [2021-11-11 18:43:01 main:574] : INFO : Epoch 2030 | loss: 0.0309788 | val_loss: 0.0313574 | Time: 3009.65 ms [2021-11-11 18:43:04 main:574] : INFO : Epoch 2031 | loss: 0.030977 | val_loss: 0.0313561 | Time: 3024.93 ms [2021-11-11 18:43:07 main:574] : INFO : Epoch 2032 | loss: 0.0309741 | val_loss: 0.0313153 | Time: 3032.84 ms [2021-11-11 18:43:10 main:574] : INFO : Epoch 2033 | loss: 0.0309746 | val_loss: 0.0313211 | Time: 2975.33 ms [2021-11-11 18:43:13 main:574] : INFO : Epoch 2034 | loss: 0.0309786 | val_loss: 0.0313154 | Time: 3046.88 ms [2021-11-11 18:43:16 main:574] : INFO : Epoch 2035 | loss: 0.0309733 | val_loss: 0.0313177 | Time: 3039.21 ms [2021-11-11 18:43:19 main:574] : INFO : Epoch 2036 | loss: 0.0309719 | val_loss: 0.0313326 | Time: 2989.21 ms [2021-11-11 18:43:22 main:574] : INFO : Epoch 2037 | loss: 0.030966 | val_loss: 0.0313308 | Time: 2991.33 ms [2021-11-11 18:43:25 main:574] : INFO : Epoch 2038 | loss: 0.0309756 | val_loss: 0.0313352 | Time: 2996.23 ms [2021-11-11 18:43:28 main:574] : INFO : Epoch 2039 | loss: 0.0309716 | val_loss: 0.0313477 | Time: 3008.45 ms [2021-11-11 18:43:31 main:574] : INFO : Epoch 2040 | loss: 0.0309635 | val_loss: 0.031365 | Time: 3026.61 ms [2021-11-11 18:43:34 main:574] : INFO : Epoch 2041 | loss: 0.0309695 | val_loss: 0.0313271 | Time: 3012.11 ms [2021-11-11 18:43:37 main:574] : INFO : Epoch 2042 | loss: 0.0309742 | val_loss: 0.0313444 | Time: 3027.54 ms [2021-11-11 18:43:40 main:574] : INFO : Epoch 2043 | loss: 0.0309683 | val_loss: 0.0313267 | Time: 3023.3 ms [2021-11-11 18:43:43 main:574] : INFO : Epoch 2044 | loss: 0.0309695 | val_loss: 0.0313099 | Time: 2989.6 ms [2021-11-11 18:43:46 main:574] : INFO : Epoch 2045 | loss: 0.0309804 | val_loss: 0.0313426 | Time: 3045.3 ms [2021-11-11 18:43:49 main:574] : INFO : Epoch 2046 | loss: 0.0309704 | val_loss: 0.0313788 | Time: 2988.81 ms [2021-11-11 18:43:52 main:574] : INFO : Epoch 2047 | loss: 0.0309763 | val_loss: 0.0312856 | Time: 3031.75 ms [2021-11-11 18:43:55 main:574] : INFO : Epoch 2048 | loss: 0.0309889 | val_loss: 0.0313728 | Time: 3040.13 ms [2021-11-11 18:43:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313728 [2021-11-11 18:43:55 main:603] : INFO : Saving end state to config to file [2021-11-11 18:43:55 main:608] : INFO : Success, exiting.. 18:43:55 (2128): 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)