Task 13219833
| Name | ParityModified-1645997281-22937-2-0_0 |
| Workunit | 10340638 |
| Created | 15 Mar 2022, 7:56:46 UTC |
| Sent | 21 Mar 2022, 20:23:49 UTC |
| Report deadline | 29 Mar 2022, 20:23:49 UTC |
| Received | 11 Apr 2022, 19:12:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11321 |
| Run time | 2 hours 0 min 43 sec |
| CPU time | 1 hours 59 min 55 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 2,460.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1608 | loss: 0.0311346 | val_loss: 0.0311756 | Time: 3200.2 ms [2022-04-11 15:06:33 main:574] : INFO : Epoch 1609 | loss: 0.0311331 | val_loss: 0.0311737 | Time: 3190.59 ms [2022-04-11 15:06:36 main:574] : INFO : Epoch 1610 | loss: 0.0311351 | val_loss: 0.0311734 | Time: 3168.46 ms [2022-04-11 15:06:40 main:574] : INFO : Epoch 1611 | loss: 0.0311424 | val_loss: 0.0311728 | Time: 3191.48 ms [2022-04-11 15:06:43 main:574] : INFO : Epoch 1612 | loss: 0.0311472 | val_loss: 0.0311705 | Time: 3175.29 ms [2022-04-11 15:06:46 main:574] : INFO : Epoch 1613 | loss: 0.0311431 | val_loss: 0.0311719 | Time: 3240 ms [2022-04-11 15:06:49 main:574] : INFO : Epoch 1614 | loss: 0.0311397 | val_loss: 0.0311721 | Time: 3217.78 ms [2022-04-11 15:06:52 main:574] : INFO : Epoch 1615 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 3190.08 ms [2022-04-11 15:06:56 main:574] : INFO : Epoch 1616 | loss: 0.0311429 | val_loss: 0.0311769 | Time: 3201.44 ms [2022-04-11 15:06:59 main:574] : INFO : Epoch 1617 | loss: 0.0311444 | val_loss: 0.0311748 | Time: 3179.29 ms [2022-04-11 15:07:02 main:574] : INFO : Epoch 1618 | loss: 0.0311353 | val_loss: 0.0311743 | Time: 3175.04 ms [2022-04-11 15:07:05 main:574] : INFO : Epoch 1619 | loss: 0.0311338 | val_loss: 0.0311741 | Time: 3195.71 ms [2022-04-11 15:07:08 main:574] : INFO : Epoch 1620 | loss: 0.0311329 | val_loss: 0.0311805 | Time: 3182.85 ms [2022-04-11 15:07:12 main:574] : INFO : Epoch 1621 | loss: 0.0311336 | val_loss: 0.0311711 | Time: 3168.35 ms [2022-04-11 15:07:15 main:574] : INFO : Epoch 1622 | loss: 0.0311337 | val_loss: 0.0311728 | Time: 3180.39 ms [2022-04-11 15:07:18 main:574] : INFO : Epoch 1623 | loss: 0.0311327 | val_loss: 0.0311813 | Time: 3198.12 ms [2022-04-11 15:07:21 main:574] : INFO : Epoch 1624 | loss: 0.0311333 | val_loss: 0.0311796 | Time: 3189.32 ms [2022-04-11 15:07:24 main:574] : INFO : Epoch 1625 | loss: 0.031133 | val_loss: 0.0311767 | Time: 3182.42 ms [2022-04-11 15:07:28 main:574] : INFO : Epoch 1626 | loss: 0.0311361 | val_loss: 0.0311759 | Time: 3150.03 ms [2022-04-11 15:07:31 main:574] : INFO : Epoch 1627 | loss: 0.0311376 | val_loss: 0.0311725 | Time: 3175.75 ms [2022-04-11 15:07:34 main:574] : INFO : Epoch 1628 | loss: 0.0311344 | val_loss: 0.0311719 | Time: 3179.32 ms [2022-04-11 15:07:37 main:574] : INFO : Epoch 1629 | loss: 0.0311337 | val_loss: 0.0311726 | Time: 3192.26 ms [2022-04-11 15:07:40 main:574] : INFO : Epoch 1630 | loss: 0.0311329 | val_loss: 0.0311759 | Time: 3169.95 ms [2022-04-11 15:07:44 main:574] : INFO : Epoch 1631 | loss: 0.0311405 | val_loss: 0.0311728 | Time: 3180.71 ms [2022-04-11 15:07:47 main:574] : INFO : Epoch 1632 | loss: 0.031136 | val_loss: 0.0311757 | Time: 3188.95 ms [2022-04-11 15:07:50 main:574] : INFO : Epoch 1633 | loss: 0.0311368 | val_loss: 0.0311769 | Time: 3182.74 ms [2022-04-11 15:07:53 main:574] : INFO : Epoch 1634 | loss: 0.0311372 | val_loss: 0.0311819 | Time: 3168.83 ms [2022-04-11 15:07:56 main:574] : INFO : Epoch 1635 | loss: 0.0311411 | val_loss: 0.0311767 | Time: 3254.82 ms [2022-04-11 15:08:00 main:574] : INFO : Epoch 1636 | loss: 0.0311415 | val_loss: 0.0311799 | Time: 3358.05 ms [2022-04-11 15:08:03 main:574] : INFO : Epoch 1637 | loss: 0.0311376 | val_loss: 0.0311746 | Time: 3154.04 ms [2022-04-11 15:08:06 main:574] : INFO : Epoch 1638 | loss: 0.0311347 | val_loss: 0.0311796 | Time: 3177.39 ms [2022-04-11 15:08:09 main:574] : INFO : Epoch 1639 | loss: 0.0311349 | val_loss: 0.031182 | Time: 3169.35 ms [2022-04-11 15:08:13 main:574] : INFO : Epoch 1640 | loss: 0.031138 | val_loss: 0.0311774 | Time: 3181.78 ms [2022-04-11 15:08:16 main:574] : INFO : Epoch 1641 | loss: 0.0311407 | val_loss: 0.0311751 | Time: 3152.08 ms [2022-04-11 15:08:19 main:574] : INFO : Epoch 1642 | loss: 0.0311327 | val_loss: 0.0311727 | Time: 3182.8 ms [2022-04-11 15:08:22 main:574] : INFO : Epoch 1643 | loss: 0.0311345 | val_loss: 0.0311728 | Time: 3174.04 ms [2022-04-11 15:08:25 main:574] : INFO : Epoch 1644 | loss: 0.0311318 | val_loss: 0.0311774 | Time: 3173.7 ms [2022-04-11 15:08:28 main:574] : INFO : Epoch 1645 | loss: 0.0311299 | val_loss: 0.031179 | Time: 3179.26 ms [2022-04-11 15:08:32 main:574] : INFO : Epoch 1646 | loss: 0.0311296 | val_loss: 0.031176 | Time: 3172.4 ms [2022-04-11 15:08:35 main:574] : INFO : Epoch 1647 | loss: 0.0311299 | val_loss: 0.0311868 | Time: 3161.29 ms [2022-04-11 15:08:38 main:574] : INFO : Epoch 1648 | loss: 0.0311317 | val_loss: 0.0311767 | Time: 3182.65 ms [2022-04-11 15:08:41 main:574] : INFO : Epoch 1649 | loss: 0.0311305 | val_loss: 0.0311775 | Time: 3184.35 ms [2022-04-11 15:08:44 main:574] : INFO : Epoch 1650 | loss: 0.0311305 | val_loss: 0.0311796 | Time: 3174.66 ms [2022-04-11 15:08:48 main:574] : INFO : Epoch 1651 | loss: 0.0311299 | val_loss: 0.0311761 | Time: 3155.91 ms [2022-04-11 15:08:51 main:574] : INFO : Epoch 1652 | loss: 0.0311323 | val_loss: 0.0311781 | Time: 3188.05 ms [2022-04-11 15:08:54 main:574] : INFO : Epoch 1653 | loss: 0.0311304 | val_loss: 0.0311776 | Time: 3191.36 ms [2022-04-11 15:08:57 main:574] : INFO : Epoch 1654 | loss: 0.0311295 | val_loss: 0.0311755 | Time: 3208.85 ms [2022-04-11 15:09:00 main:574] : INFO : Epoch 1655 | loss: 0.0311299 | val_loss: 0.0311808 | Time: 3190.22 ms [2022-04-11 15:09:04 main:574] : INFO : Epoch 1656 | loss: 0.0311303 | val_loss: 0.0311739 | Time: 3184.63 ms [2022-04-11 15:09:07 main:574] : INFO : Epoch 1657 | loss: 0.0311309 | val_loss: 0.0311769 | Time: 3182.58 ms [2022-04-11 15:09:10 main:574] : INFO : Epoch 1658 | loss: 0.0311369 | val_loss: 0.0311766 | Time: 3172.38 ms [2022-04-11 15:09:13 main:574] : INFO : Epoch 1659 | loss: 0.0311371 | val_loss: 0.0311741 | Time: 3170.4 ms [2022-04-11 15:09:16 main:574] : INFO : Epoch 1660 | loss: 0.0311363 | val_loss: 0.0311725 | Time: 3180.99 ms [2022-04-11 15:09:20 main:574] : INFO : Epoch 1661 | loss: 0.0311363 | val_loss: 0.0311751 | Time: 3191.33 ms [2022-04-11 15:09:23 main:574] : INFO : Epoch 1662 | loss: 0.0311366 | val_loss: 0.0311727 | Time: 3191.74 ms [2022-04-11 15:09:26 main:574] : INFO : Epoch 1663 | loss: 0.0311355 | val_loss: 0.0311712 | Time: 3188.86 ms [2022-04-11 15:09:29 main:574] : INFO : Epoch 1664 | loss: 0.0311319 | val_loss: 0.0311709 | Time: 3181.4 ms [2022-04-11 15:09:32 main:574] : INFO : Epoch 1665 | loss: 0.0311343 | val_loss: 0.0311758 | Time: 3174.62 ms [2022-04-11 15:09:36 main:574] : INFO : Epoch 1666 | loss: 0.0311342 | val_loss: 0.0311783 | Time: 3177.97 ms [2022-04-11 15:09:39 main:574] : INFO : Epoch 1667 | loss: 0.0311307 | val_loss: 0.0311764 | Time: 3163.21 ms [2022-04-11 15:09:42 main:574] : INFO : Epoch 1668 | loss: 0.0311309 | val_loss: 0.0311764 | Time: 3176.45 ms [2022-04-11 15:09:45 main:574] : INFO : Epoch 1669 | loss: 0.031133 | val_loss: 0.031179 | Time: 3162.66 ms [2022-04-11 15:09:48 main:574] : INFO : Epoch 1670 | loss: 0.031131 | val_loss: 0.0311754 | Time: 3170.26 ms [2022-04-11 15:09:51 main:574] : INFO : Epoch 1671 | loss: 0.0311367 | val_loss: 0.0311733 | Time: 3164.91 ms [2022-04-11 15:09:55 main:574] : INFO : Epoch 1672 | loss: 0.0311351 | val_loss: 0.031179 | Time: 3153.82 ms [2022-04-11 15:09:58 main:574] : INFO : Epoch 1673 | loss: 0.0311321 | val_loss: 0.0311794 | Time: 3158.77 ms [2022-04-11 15:10:01 main:574] : INFO : Epoch 1674 | loss: 0.0311318 | val_loss: 0.0311693 | Time: 3172.57 ms [2022-04-11 15:10:04 main:574] : INFO : Epoch 1675 | loss: 0.0311308 | val_loss: 0.0311722 | Time: 3166.41 ms [2022-04-11 15:10:07 main:574] : INFO : Epoch 1676 | loss: 0.0311305 | val_loss: 0.0311865 | Time: 3172.11 ms [2022-04-11 15:10:10 main:574] : INFO : Epoch 1677 | loss: 0.0311346 | val_loss: 0.0311742 | Time: 3171.62 ms [2022-04-11 15:10:14 main:574] : INFO : Epoch 1678 | loss: 0.0311306 | val_loss: 0.0311745 | Time: 3190.56 ms [2022-04-11 15:10:17 main:574] : INFO : Epoch 1679 | loss: 0.0311275 | val_loss: 0.0311731 | Time: 3182.36 ms [2022-04-11 15:10:20 main:574] : INFO : Epoch 1680 | loss: 0.0311281 | val_loss: 0.0311787 | Time: 3186.85 ms [2022-04-11 15:10:23 main:574] : INFO : Epoch 1681 | loss: 0.0311281 | val_loss: 0.0311775 | Time: 3171.51 ms [2022-04-11 15:10:26 main:574] : INFO : Epoch 1682 | loss: 0.0311275 | val_loss: 0.0311744 | Time: 3187.83 ms [2022-04-11 15:10:30 main:574] : INFO : Epoch 1683 | loss: 0.0311322 | val_loss: 0.0311705 | Time: 3189.84 ms [2022-04-11 15:10:33 main:574] : INFO : Epoch 1684 | loss: 0.0311286 | val_loss: 0.0311776 | Time: 3176.27 ms [2022-04-11 15:10:36 main:574] : INFO : Epoch 1685 | loss: 0.031134 | val_loss: 0.0311742 | Time: 3166.31 ms [2022-04-11 15:10:39 main:574] : INFO : Epoch 1686 | loss: 0.0311312 | val_loss: 0.0311739 | Time: 3178.37 ms [2022-04-11 15:10:42 main:574] : INFO : Epoch 1687 | loss: 0.0311287 | val_loss: 0.0311727 | Time: 3172.09 ms [2022-04-11 15:10:45 main:574] : INFO : Epoch 1688 | loss: 0.0311347 | val_loss: 0.0311811 | Time: 3166.55 ms [2022-04-11 15:10:49 main:574] : INFO : Epoch 1689 | loss: 0.031133 | val_loss: 0.0311765 | Time: 3166.31 ms [2022-04-11 15:10:52 main:574] : INFO : Epoch 1690 | loss: 0.0311312 | val_loss: 0.0311767 | Time: 3181.66 ms [2022-04-11 15:10:55 main:574] : INFO : Epoch 1691 | loss: 0.0311279 | val_loss: 0.0311796 | Time: 3179.54 ms [2022-04-11 15:10:58 main:574] : INFO : Epoch 1692 | loss: 0.0311288 | val_loss: 0.0311758 | Time: 3185.12 ms [2022-04-11 15:11:01 main:574] : INFO : Epoch 1693 | loss: 0.0311297 | val_loss: 0.0311763 | Time: 3179.67 ms [2022-04-11 15:11:05 main:574] : INFO : Epoch 1694 | loss: 0.0311344 | val_loss: 0.0311768 | Time: 3178.72 ms [2022-04-11 15:11:08 main:574] : INFO : Epoch 1695 | loss: 0.0311304 | val_loss: 0.0311741 | Time: 3174.05 ms [2022-04-11 15:11:11 main:574] : INFO : Epoch 1696 | loss: 0.031132 | val_loss: 0.0311779 | Time: 3182.69 ms [2022-04-11 15:11:14 main:574] : INFO : Epoch 1697 | loss: 0.0311305 | val_loss: 0.0311774 | Time: 3171.79 ms [2022-04-11 15:11:17 main:574] : INFO : Epoch 1698 | loss: 0.0311304 | val_loss: 0.0311713 | Time: 3180.24 ms [2022-04-11 15:11:21 main:574] : INFO : Epoch 1699 | loss: 0.0311295 | val_loss: 0.0311877 | Time: 3168.2 ms [2022-04-11 15:11:24 main:574] : INFO : Epoch 1700 | loss: 0.0311326 | val_loss: 0.031181 | Time: 3181.22 ms [2022-04-11 15:11:27 main:574] : INFO : Epoch 1701 | loss: 0.0311273 | val_loss: 0.031174 | Time: 3180.1 ms [2022-04-11 15:11:30 main:574] : INFO : Epoch 1702 | loss: 0.0311347 | val_loss: 0.0311866 | Time: 3179.45 ms [2022-04-11 15:11:33 main:574] : INFO : Epoch 1703 | loss: 0.0311351 | val_loss: 0.0311759 | Time: 3188.35 ms [2022-04-11 15:11:36 main:574] : INFO : Epoch 1704 | loss: 0.0311336 | val_loss: 0.0311738 | Time: 3181.1 ms [2022-04-11 15:11:40 main:574] : INFO : Epoch 1705 | loss: 0.031133 | val_loss: 0.0311825 | Time: 3163.54 ms [2022-04-11 15:11:43 main:574] : INFO : Epoch 1706 | loss: 0.031131 | val_loss: 0.031175 | Time: 3189.69 ms [2022-04-11 15:11:46 main:574] : INFO : Epoch 1707 | loss: 0.0311306 | val_loss: 0.0311754 | Time: 3175.12 ms [2022-04-11 15:11:49 main:574] : INFO : Epoch 1708 | loss: 0.0311319 | val_loss: 0.0311775 | Time: 3176.79 ms [2022-04-11 15:11:52 main:574] : INFO : Epoch 1709 | loss: 0.0311325 | val_loss: 0.0311764 | Time: 3199.09 ms [2022-04-11 15:11:56 main:574] : INFO : Epoch 1710 | loss: 0.0311299 | val_loss: 0.0311762 | Time: 3175.32 ms [2022-04-11 15:11:59 main:574] : INFO : Epoch 1711 | loss: 0.0311274 | val_loss: 0.0311818 | Time: 3170.72 ms [2022-04-11 15:12:02 main:574] : INFO : Epoch 1712 | loss: 0.031126 | val_loss: 0.0311787 | Time: 3165.18 ms [2022-04-11 15:12:05 main:574] : INFO : Epoch 1713 | loss: 0.0311281 | val_loss: 0.0311797 | Time: 3181.22 ms [2022-04-11 15:12:08 main:574] : INFO : Epoch 1714 | loss: 0.0311274 | val_loss: 0.0311747 | Time: 3180.61 ms [2022-04-11 15:12:12 main:574] : INFO : Epoch 1715 | loss: 0.0311268 | val_loss: 0.0311783 | Time: 3174.35 ms [2022-04-11 15:12:15 main:574] : INFO : Epoch 1716 | loss: 0.0311279 | val_loss: 0.0311792 | Time: 3171.88 ms [2022-04-11 15:12:18 main:574] : INFO : Epoch 1717 | loss: 0.031126 | val_loss: 0.0311859 | Time: 3166.69 ms [2022-04-11 15:12:21 main:574] : INFO : Epoch 1718 | loss: 0.0311274 | val_loss: 0.0311762 | Time: 3185.54 ms [2022-04-11 15:12:24 main:574] : INFO : Epoch 1719 | loss: 0.0311286 | val_loss: 0.0311772 | Time: 3179.2 ms [2022-04-11 15:12:27 main:574] : INFO : Epoch 1720 | loss: 0.0311356 | val_loss: 0.031179 | Time: 3183.75 ms [2022-04-11 15:12:31 main:574] : INFO : Epoch 1721 | loss: 0.0311361 | val_loss: 0.031178 | Time: 3183.06 ms [2022-04-11 15:12:34 main:574] : INFO : Epoch 1722 | loss: 0.0311357 | val_loss: 0.0311883 | Time: 3168.52 ms [2022-04-11 15:12:37 main:574] : INFO : Epoch 1723 | loss: 0.0311316 | val_loss: 0.0311795 | Time: 3176.06 ms [2022-04-11 15:12:40 main:574] : INFO : Epoch 1724 | loss: 0.0311289 | val_loss: 0.0311771 | Time: 3190.47 ms [2022-04-11 15:12:43 main:574] : INFO : Epoch 1725 | loss: 0.0311285 | val_loss: 0.0311852 | Time: 3171.57 ms [2022-04-11 15:12:47 main:574] : INFO : Epoch 1726 | loss: 0.0311291 | val_loss: 0.0311832 | Time: 3193.22 ms [2022-04-11 15:12:50 main:574] : INFO : Epoch 1727 | loss: 0.0311276 | val_loss: 0.0311775 | Time: 3173.05 ms [2022-04-11 15:12:53 main:574] : INFO : Epoch 1728 | loss: 0.0311264 | val_loss: 0.0311885 | Time: 3180.83 ms [2022-04-11 15:12:56 main:574] : INFO : Epoch 1729 | loss: 0.0311291 | val_loss: 0.0311784 | Time: 3182.3 ms [2022-04-11 15:12:59 main:574] : INFO : Epoch 1730 | loss: 0.0311298 | val_loss: 0.0311738 | Time: 3181.66 ms [2022-04-11 15:13:03 main:574] : INFO : Epoch 1731 | loss: 0.0311279 | val_loss: 0.0311828 | Time: 3165.42 ms [2022-04-11 15:13:06 main:574] : INFO : Epoch 1732 | loss: 0.031129 | val_loss: 0.0311774 | Time: 3185.65 ms [2022-04-11 15:13:09 main:574] : INFO : Epoch 1733 | loss: 0.0311252 | val_loss: 0.0311761 | Time: 3165.7 ms [2022-04-11 15:13:12 main:574] : INFO : Epoch 1734 | loss: 0.031126 | val_loss: 0.031183 | Time: 3179.43 ms [2022-04-11 15:13:15 main:574] : INFO : Epoch 1735 | loss: 0.0311415 | val_loss: 0.0311767 | Time: 3165.24 ms [2022-04-11 15:13:18 main:574] : INFO : Epoch 1736 | loss: 0.0311405 | val_loss: 0.0311737 | Time: 3176.11 ms [2022-04-11 15:13:22 main:574] : INFO : Epoch 1737 | loss: 0.0311402 | val_loss: 0.031176 | Time: 3173.08 ms [2022-04-11 15:13:25 main:574] : INFO : Epoch 1738 | loss: 0.031134 | val_loss: 0.0311759 | Time: 3167.79 ms [2022-04-11 15:13:28 main:574] : INFO : Epoch 1739 | loss: 0.0311307 | val_loss: 0.0311743 | Time: 3178.64 ms [2022-04-11 15:13:31 main:574] : INFO : Epoch 1740 | loss: 0.0311285 | val_loss: 0.0311783 | Time: 3177.03 ms [2022-04-11 15:13:34 main:574] : INFO : Epoch 1741 | loss: 0.03113 | val_loss: 0.031179 | Time: 3168.07 ms [2022-04-11 15:13:38 main:574] : INFO : Epoch 1742 | loss: 0.0311352 | val_loss: 0.0311775 | Time: 3170.99 ms [2022-04-11 15:13:41 main:574] : INFO : Epoch 1743 | loss: 0.0311316 | val_loss: 0.0311728 | Time: 3155.83 ms [2022-04-11 15:13:44 main:574] : INFO : Epoch 1744 | loss: 0.0311282 | val_loss: 0.0311776 | Time: 3176.5 ms [2022-04-11 15:13:47 main:574] : INFO : Epoch 1745 | loss: 0.0311275 | val_loss: 0.0311778 | Time: 3171.04 ms [2022-04-11 15:13:50 main:574] : INFO : Epoch 1746 | loss: 0.0311273 | val_loss: 0.0311786 | Time: 3181.43 ms [2022-04-11 15:13:53 main:574] : INFO : Epoch 1747 | loss: 0.0311266 | val_loss: 0.0311818 | Time: 3171.2 ms [2022-04-11 15:13:57 main:574] : INFO : Epoch 1748 | loss: 0.0311248 | val_loss: 0.0311766 | Time: 3180.14 ms [2022-04-11 15:14:00 main:574] : INFO : Epoch 1749 | loss: 0.0311268 | val_loss: 0.0311824 | Time: 3177.1 ms [2022-04-11 15:14:03 main:574] : INFO : Epoch 1750 | loss: 0.0311257 | val_loss: 0.03118 | Time: 3171.39 ms [2022-04-11 15:14:06 main:574] : INFO : Epoch 1751 | loss: 0.0311254 | val_loss: 0.0311829 | Time: 3171.3 ms [2022-04-11 15:14:09 main:574] : INFO : Epoch 1752 | loss: 0.0311268 | val_loss: 0.0311809 | Time: 3157.92 ms [2022-04-11 15:14:12 main:574] : INFO : Epoch 1753 | loss: 0.0311294 | val_loss: 0.0311835 | Time: 3166.3 ms [2022-04-11 15:14:16 main:574] : INFO : Epoch 1754 | loss: 0.0311345 | val_loss: 0.0311813 | Time: 3181.89 ms [2022-04-11 15:14:19 main:574] : INFO : Epoch 1755 | loss: 0.0311273 | val_loss: 0.0311862 | Time: 3175.24 ms [2022-04-11 15:14:22 main:574] : INFO : Epoch 1756 | loss: 0.0311285 | val_loss: 0.0311741 | Time: 3179.88 ms [2022-04-11 15:14:25 main:574] : INFO : Epoch 1757 | loss: 0.0311298 | val_loss: 0.0311789 | Time: 3168.06 ms [2022-04-11 15:14:28 main:574] : INFO : Epoch 1758 | loss: 0.0311388 | val_loss: 0.0311805 | Time: 3188.65 ms [2022-04-11 15:14:32 main:574] : INFO : Epoch 1759 | loss: 0.0311379 | val_loss: 0.0311814 | Time: 3174.73 ms [2022-04-11 15:14:35 main:574] : INFO : Epoch 1760 | loss: 0.0311379 | val_loss: 0.0311742 | Time: 3182.65 ms [2022-04-11 15:14:38 main:574] : INFO : Epoch 1761 | loss: 0.0311407 | val_loss: 0.031177 | Time: 3173.74 ms [2022-04-11 15:14:41 main:574] : INFO : Epoch 1762 | loss: 0.0311396 | val_loss: 0.0311795 | Time: 3172.29 ms [2022-04-11 15:14:44 main:574] : INFO : Epoch 1763 | loss: 0.0311366 | val_loss: 0.031178 | Time: 3171.94 ms [2022-04-11 15:14:47 main:574] : INFO : Epoch 1764 | loss: 0.0311338 | val_loss: 0.0311809 | Time: 3179.51 ms [2022-04-11 15:14:51 main:574] : INFO : Epoch 1765 | loss: 0.0311317 | val_loss: 0.0311751 | Time: 3186.18 ms [2022-04-11 15:14:54 main:574] : INFO : Epoch 1766 | loss: 0.0311327 | val_loss: 0.0311763 | Time: 3186.88 ms [2022-04-11 15:14:57 main:574] : INFO : Epoch 1767 | loss: 0.0311386 | val_loss: 0.0311781 | Time: 3162.94 ms [2022-04-11 15:15:00 main:574] : INFO : Epoch 1768 | loss: 0.0311366 | val_loss: 0.0311695 | Time: 3178.8 ms [2022-04-11 15:15:03 main:574] : INFO : Epoch 1769 | loss: 0.0311385 | val_loss: 0.0311725 | Time: 3179.02 ms [2022-04-11 15:15:07 main:574] : INFO : Epoch 1770 | loss: 0.0311333 | val_loss: 0.0311787 | Time: 3168.05 ms [2022-04-11 15:15:10 main:574] : INFO : Epoch 1771 | loss: 0.0311303 | val_loss: 0.031182 | Time: 3189.07 ms [2022-04-11 15:15:13 main:574] : INFO : Epoch 1772 | loss: 0.0311313 | val_loss: 0.0311824 | Time: 3171.81 ms [2022-04-11 15:15:16 main:574] : INFO : Epoch 1773 | loss: 0.0311305 | val_loss: 0.0311763 | Time: 3183.22 ms [2022-04-11 15:15:19 main:574] : INFO : Epoch 1774 | loss: 0.0311329 | val_loss: 0.0311837 | Time: 3176.81 ms [2022-04-11 15:15:22 main:574] : INFO : Epoch 1775 | loss: 0.0311339 | val_loss: 0.031176 | Time: 3184.83 ms [2022-04-11 15:15:26 main:574] : INFO : Epoch 1776 | loss: 0.0311359 | val_loss: 0.0311807 | Time: 3172.8 ms [2022-04-11 15:15:29 main:574] : INFO : Epoch 1777 | loss: 0.0311332 | val_loss: 0.0311775 | Time: 3170.05 ms [2022-04-11 15:15:32 main:574] : INFO : Epoch 1778 | loss: 0.0311402 | val_loss: 0.0311723 | Time: 3174.43 ms [2022-04-11 15:15:35 main:574] : INFO : Epoch 1779 | loss: 0.0311397 | val_loss: 0.031177 | Time: 3171.99 ms [2022-04-11 15:15:38 main:574] : INFO : Epoch 1780 | loss: 0.0311342 | val_loss: 0.0311748 | Time: 3175.41 ms [2022-04-11 15:15:42 main:574] : INFO : Epoch 1781 | loss: 0.0311324 | val_loss: 0.0311785 | Time: 3173.34 ms [2022-04-11 15:15:45 main:574] : INFO : Epoch 1782 | loss: 0.0311315 | val_loss: 0.031173 | Time: 3178.22 ms [2022-04-11 15:15:48 main:574] : INFO : Epoch 1783 | loss: 0.0311317 | val_loss: 0.0311749 | Time: 3159.51 ms [2022-04-11 15:15:51 main:574] : INFO : Epoch 1784 | loss: 0.0311302 | val_loss: 0.0311785 | Time: 3182.61 ms [2022-04-11 15:15:54 main:574] : INFO : Epoch 1785 | loss: 0.0311434 | val_loss: 0.03117 | Time: 3150.61 ms [2022-04-11 15:15:58 main:574] : INFO : Epoch 1786 | loss: 0.0311395 | val_loss: 0.0311784 | Time: 3170.67 ms [2022-04-11 15:16:01 main:574] : INFO : Epoch 1787 | loss: 0.0311339 | val_loss: 0.0311724 | Time: 3184.35 ms [2022-04-11 15:16:04 main:574] : INFO : Epoch 1788 | loss: 0.0311325 | val_loss: 0.0311763 | Time: 3149.78 ms [2022-04-11 15:16:07 main:574] : INFO : Epoch 1789 | loss: 0.0311313 | val_loss: 0.0311735 | Time: 3176.23 ms [2022-04-11 15:16:10 main:574] : INFO : Epoch 1790 | loss: 0.0311312 | val_loss: 0.0311822 | Time: 3166.2 ms [2022-04-11 15:16:13 main:574] : INFO : Epoch 1791 | loss: 0.0311304 | val_loss: 0.0311722 | Time: 3172.57 ms [2022-04-11 15:16:17 main:574] : INFO : Epoch 1792 | loss: 0.0311316 | val_loss: 0.0311772 | Time: 3180.34 ms [2022-04-11 15:16:20 main:574] : INFO : Epoch 1793 | loss: 0.0311322 | val_loss: 0.0311766 | Time: 3182.96 ms [2022-04-11 15:16:23 main:574] : INFO : Epoch 1794 | loss: 0.0311328 | val_loss: 0.0311816 | Time: 3175.35 ms [2022-04-11 15:16:26 main:574] : INFO : Epoch 1795 | loss: 0.0311325 | val_loss: 0.0311734 | Time: 3195.28 ms [2022-04-11 15:16:29 main:574] : INFO : Epoch 1796 | loss: 0.0311365 | val_loss: 0.0311764 | Time: 3166.62 ms [2022-04-11 15:16:33 main:574] : INFO : Epoch 1797 | loss: 0.0311485 | val_loss: 0.0311845 | Time: 3172.59 ms [2022-04-11 15:16:36 main:574] : INFO : Epoch 1798 | loss: 0.0322082 | val_loss: 0.0336655 | Time: 3185.82 ms [2022-04-11 15:16:39 main:574] : INFO : Epoch 1799 | loss: 0.0331104 | val_loss: 0.0317184 | Time: 3172.65 ms [2022-04-11 15:16:42 main:574] : INFO : Epoch 1800 | loss: 0.0313813 | val_loss: 0.0312464 | Time: 3178.65 ms [2022-04-11 15:16:45 main:574] : INFO : Epoch 1801 | loss: 0.0311956 | val_loss: 0.0311877 | Time: 3174.12 ms [2022-04-11 15:16:48 main:574] : INFO : Epoch 1802 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 3198.48 ms [2022-04-11 15:16:52 main:574] : INFO : Epoch 1803 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 3170.24 ms [2022-04-11 15:16:55 main:574] : INFO : Epoch 1804 | loss: 0.0311552 | val_loss: 0.031176 | Time: 3201.13 ms [2022-04-11 15:16:58 main:574] : INFO : Epoch 1805 | loss: 0.0311548 | val_loss: 0.03117 | Time: 3167.43 ms [2022-04-11 15:17:01 main:574] : INFO : Epoch 1806 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 3175.67 ms [2022-04-11 15:17:04 main:574] : INFO : Epoch 1807 | loss: 0.0311534 | val_loss: 0.03117 | Time: 3168.02 ms [2022-04-11 15:17:08 main:574] : INFO : Epoch 1808 | loss: 0.0311502 | val_loss: 0.031168 | Time: 3179.42 ms [2022-04-11 15:17:11 main:574] : INFO : Epoch 1809 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 3165.51 ms [2022-04-11 15:17:14 main:574] : INFO : Epoch 1810 | loss: 0.0311482 | val_loss: 0.031166 | Time: 3173.4 ms [2022-04-11 15:17:17 main:574] : INFO : Epoch 1811 | loss: 0.0311497 | val_loss: 0.031173 | Time: 3176.44 ms [2022-04-11 15:17:20 main:574] : INFO : Epoch 1812 | loss: 0.0311503 | val_loss: 0.0311715 | Time: 3187.04 ms [2022-04-11 15:17:23 main:574] : INFO : Epoch 1813 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 3184.13 ms [2022-04-11 15:17:27 main:574] : INFO : Epoch 1814 | loss: 0.0311468 | val_loss: 0.0311686 | Time: 3176.49 ms [2022-04-11 15:17:30 main:574] : INFO : Epoch 1815 | loss: 0.0311458 | val_loss: 0.0311668 | Time: 3172.41 ms [2022-04-11 15:17:33 main:574] : INFO : Epoch 1816 | loss: 0.0311465 | val_loss: 0.0311685 | Time: 3170.19 ms [2022-04-11 15:17:36 main:574] : INFO : Epoch 1817 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 3178.18 ms [2022-04-11 15:17:39 main:574] : INFO : Epoch 1818 | loss: 0.0311459 | val_loss: 0.0311707 | Time: 3172.13 ms [2022-04-11 15:17:43 main:574] : INFO : Epoch 1819 | loss: 0.0311447 | val_loss: 0.0311704 | Time: 3176.92 ms [2022-04-11 15:17:46 main:574] : INFO : Epoch 1820 | loss: 0.031145 | val_loss: 0.0311716 | Time: 3167.04 ms [2022-04-11 15:17:49 main:574] : INFO : Epoch 1821 | loss: 0.031144 | val_loss: 0.0311702 | Time: 3163.43 ms [2022-04-11 15:17:52 main:574] : INFO : Epoch 1822 | loss: 0.0311459 | val_loss: 0.0311697 | Time: 3185.93 ms [2022-04-11 15:17:55 main:574] : INFO : Epoch 1823 | loss: 0.0311436 | val_loss: 0.0311695 | Time: 3177.1 ms [2022-04-11 15:17:58 main:574] : INFO : Epoch 1824 | loss: 0.0311427 | val_loss: 0.0311682 | Time: 3177.04 ms [2022-04-11 15:18:02 main:574] : INFO : Epoch 1825 | loss: 0.031142 | val_loss: 0.03117 | Time: 3144.68 ms [2022-04-11 15:18:05 main:574] : INFO : Epoch 1826 | loss: 0.0311402 | val_loss: 0.0311696 | Time: 3185.04 ms [2022-04-11 15:18:08 main:574] : INFO : Epoch 1827 | loss: 0.0311344 | val_loss: 0.0311782 | Time: 3173.77 ms [2022-04-11 15:18:11 main:574] : INFO : Epoch 1828 | loss: 0.0311332 | val_loss: 0.0311736 | Time: 3192.49 ms [2022-04-11 15:18:14 main:574] : INFO : Epoch 1829 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 3177.24 ms [2022-04-11 15:18:18 main:574] : INFO : Epoch 1830 | loss: 0.0311433 | val_loss: 0.031173 | Time: 3177.82 ms [2022-04-11 15:18:21 main:574] : INFO : Epoch 1831 | loss: 0.0311398 | val_loss: 0.0311683 | Time: 3174.83 ms [2022-04-11 15:18:24 main:574] : INFO : Epoch 1832 | loss: 0.0311386 | val_loss: 0.0311721 | Time: 3188.22 ms [2022-04-11 15:18:27 main:574] : INFO : Epoch 1833 | loss: 0.031141 | val_loss: 0.0311746 | Time: 3191.56 ms [2022-04-11 15:18:30 main:574] : INFO : Epoch 1834 | loss: 0.0311429 | val_loss: 0.0311743 | Time: 3167.3 ms [2022-04-11 15:18:33 main:574] : INFO : Epoch 1835 | loss: 0.0311452 | val_loss: 0.0311698 | Time: 3183.64 ms [2022-04-11 15:18:37 main:574] : INFO : Epoch 1836 | loss: 0.0311408 | val_loss: 0.0311698 | Time: 3175.19 ms [2022-04-11 15:18:40 main:574] : INFO : Epoch 1837 | loss: 0.0311431 | val_loss: 0.0311708 | Time: 3173.17 ms [2022-04-11 15:18:43 main:574] : INFO : Epoch 1838 | loss: 0.031139 | val_loss: 0.0311757 | Time: 3175.59 ms [2022-04-11 15:18:46 main:574] : INFO : Epoch 1839 | loss: 0.0311358 | val_loss: 0.0311681 | Time: 3181.43 ms [2022-04-11 15:18:49 main:574] : INFO : Epoch 1840 | loss: 0.0311337 | val_loss: 0.0311713 | Time: 3170.87 ms [2022-04-11 15:18:53 main:574] : INFO : Epoch 1841 | loss: 0.0311306 | val_loss: 0.0311696 | Time: 3185.15 ms [2022-04-11 15:18:56 main:574] : INFO : Epoch 1842 | loss: 0.0311311 | val_loss: 0.0311723 | Time: 3146.23 ms [2022-04-11 15:18:59 main:574] : INFO : Epoch 1843 | loss: 0.0311325 | val_loss: 0.0311774 | Time: 3146.34 ms [2022-04-11 15:19:02 main:574] : INFO : Epoch 1844 | loss: 0.0311339 | val_loss: 0.0311729 | Time: 3170.26 ms [2022-04-11 15:19:05 main:574] : INFO : Epoch 1845 | loss: 0.0311335 | val_loss: 0.031172 | Time: 3167.42 ms [2022-04-11 15:19:08 main:574] : INFO : Epoch 1846 | loss: 0.0311322 | val_loss: 0.0311758 | Time: 3169.47 ms [2022-04-11 15:19:12 main:574] : INFO : Epoch 1847 | loss: 0.0311321 | val_loss: 0.0311709 | Time: 3160.68 ms [2022-04-11 15:19:15 main:574] : INFO : Epoch 1848 | loss: 0.0311344 | val_loss: 0.0311742 | Time: 3180.05 ms [2022-04-11 15:19:18 main:574] : INFO : Epoch 1849 | loss: 0.0311337 | val_loss: 0.0311709 | Time: 3159.27 ms [2022-04-11 15:19:21 main:574] : INFO : Epoch 1850 | loss: 0.0311328 | val_loss: 0.0311724 | Time: 3173.78 ms [2022-04-11 15:19:24 main:574] : INFO : Epoch 1851 | loss: 0.0311319 | val_loss: 0.0311727 | Time: 3166.63 ms [2022-04-11 15:19:27 main:574] : INFO : Epoch 1852 | loss: 0.0311298 | val_loss: 0.0311735 | Time: 3169.37 ms [2022-04-11 15:19:31 main:574] : INFO : Epoch 1853 | loss: 0.0311303 | val_loss: 0.0311732 | Time: 3176.91 ms [2022-04-11 15:20:14 main:574] : INFO : Epoch 1854 | loss: 0.0311311 | val_loss: 0.0311738 | Time: 43743.3 ms [2022-04-11 15:20:18 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311717 | Time: 3108.6 ms [2022-04-11 15:20:21 main:574] : INFO : Epoch 1856 | loss: 0.0311311 | val_loss: 0.0311754 | Time: 3180.95 ms [2022-04-11 15:20:24 main:574] : INFO : Epoch 1857 | loss: 0.0311307 | val_loss: 0.0311684 | Time: 3287.04 ms [2022-04-11 15:20:27 main:574] : INFO : Epoch 1858 | loss: 0.031131 | val_loss: 0.0311766 | Time: 3220.28 ms [2022-04-11 15:20:31 main:574] : INFO : Epoch 1859 | loss: 0.0311314 | val_loss: 0.0311706 | Time: 3172.42 ms [2022-04-11 15:20:34 main:574] : INFO : Epoch 1860 | loss: 0.0311373 | val_loss: 0.0311748 | Time: 3174.81 ms [2022-04-11 15:20:37 main:574] : INFO : Epoch 1861 | loss: 0.0311388 | val_loss: 0.0311678 | Time: 3158.35 ms [2022-04-11 15:20:40 main:574] : INFO : Epoch 1862 | loss: 0.0311375 | val_loss: 0.0311703 | Time: 3179.59 ms [2022-04-11 15:20:43 main:574] : INFO : Epoch 1863 | loss: 0.0311372 | val_loss: 0.0311729 | Time: 3167.08 ms [2022-04-11 15:20:46 main:574] : INFO : Epoch 1864 | loss: 0.0311378 | val_loss: 0.0311754 | Time: 3174.67 ms [2022-04-11 15:20:50 main:574] : INFO : Epoch 1865 | loss: 0.031141 | val_loss: 0.0311752 | Time: 3162.94 ms [2022-04-11 15:20:53 main:574] : INFO : Epoch 1866 | loss: 0.0311372 | val_loss: 0.0311679 | Time: 3188.53 ms [2022-04-11 15:20:56 main:574] : INFO : Epoch 1867 | loss: 0.0311341 | val_loss: 0.0311725 | Time: 3169.81 ms [2022-04-11 15:20:59 main:574] : INFO : Epoch 1868 | loss: 0.0311306 | val_loss: 0.0311683 | Time: 3184.14 ms [2022-04-11 15:21:02 main:574] : INFO : Epoch 1869 | loss: 0.0311312 | val_loss: 0.0311666 | Time: 3158.52 ms [2022-04-11 15:21:05 main:574] : INFO : Epoch 1870 | loss: 0.0311325 | val_loss: 0.0311733 | Time: 3160.33 ms [2022-04-11 15:21:09 main:574] : INFO : Epoch 1871 | loss: 0.0311356 | val_loss: 0.0311728 | Time: 3186.42 ms [2022-04-11 15:21:12 main:574] : INFO : Epoch 1872 | loss: 0.0311347 | val_loss: 0.0311732 | Time: 3183.12 ms [2022-04-11 15:21:15 main:574] : INFO : Epoch 1873 | loss: 0.0311302 | val_loss: 0.0311714 | Time: 3194.45 ms [2022-04-11 15:21:18 main:574] : INFO : Epoch 1874 | loss: 0.0311296 | val_loss: 0.0311725 | Time: 3172.32 ms [2022-04-11 15:21:21 main:574] : INFO : Epoch 1875 | loss: 0.0311305 | val_loss: 0.0311734 | Time: 3183.71 ms [2022-04-11 15:21:25 main:574] : INFO : Epoch 1876 | loss: 0.0311294 | val_loss: 0.0311749 | Time: 3165.15 ms [2022-04-11 15:21:28 main:574] : INFO : Epoch 1877 | loss: 0.0311283 | val_loss: 0.0311805 | Time: 3180.46 ms [2022-04-11 15:21:31 main:574] : INFO : Epoch 1878 | loss: 0.0311299 | val_loss: 0.0311748 | Time: 3171.25 ms [2022-04-11 15:21:34 main:574] : INFO : Epoch 1879 | loss: 0.0311299 | val_loss: 0.0311723 | Time: 3181.4 ms [2022-04-11 15:21:37 main:574] : INFO : Epoch 1880 | loss: 0.0311315 | val_loss: 0.0311665 | Time: 3164.97 ms [2022-04-11 15:21:41 main:574] : INFO : Epoch 1881 | loss: 0.0311287 | val_loss: 0.0311662 | Time: 3190.98 ms [2022-04-11 15:21:44 main:574] : INFO : Epoch 1882 | loss: 0.0311267 | val_loss: 0.0311714 | Time: 3182.28 ms [2022-04-11 15:21:47 main:574] : INFO : Epoch 1883 | loss: 0.031127 | val_loss: 0.0311749 | Time: 3182.71 ms [2022-04-11 15:21:50 main:574] : INFO : Epoch 1884 | loss: 0.0311274 | val_loss: 0.0311747 | Time: 3150.88 ms [2022-04-11 15:21:53 main:574] : INFO : Epoch 1885 | loss: 0.0311267 | val_loss: 0.0311721 | Time: 3191.76 ms [2022-04-11 15:21:56 main:574] : INFO : Epoch 1886 | loss: 0.0311243 | val_loss: 0.0311744 | Time: 3169.74 ms [2022-04-11 15:22:00 main:574] : INFO : Epoch 1887 | loss: 0.0311235 | val_loss: 0.0311751 | Time: 3173.79 ms [2022-04-11 15:22:03 main:574] : INFO : Epoch 1888 | loss: 0.0311262 | val_loss: 0.0311728 | Time: 3167.42 ms [2022-04-11 15:22:06 main:574] : INFO : Epoch 1889 | loss: 0.0311272 | val_loss: 0.0311717 | Time: 3178.84 ms [2022-04-11 15:22:09 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311697 | Time: 3168.86 ms [2022-04-11 15:22:12 main:574] : INFO : Epoch 1891 | loss: 0.0311616 | val_loss: 0.0311919 | Time: 3177.99 ms [2022-04-11 15:22:16 main:574] : INFO : Epoch 1892 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 3181.6 ms [2022-04-11 15:22:19 main:574] : INFO : Epoch 1893 | loss: 0.0311982 | val_loss: 0.0311965 | Time: 3164.47 ms [2022-04-11 15:22:22 main:574] : INFO : Epoch 1894 | loss: 0.0311929 | val_loss: 0.0311899 | Time: 3163.58 ms [2022-04-11 15:22:25 main:574] : INFO : Epoch 1895 | loss: 0.0311897 | val_loss: 0.0311881 | Time: 3172.45 ms [2022-04-11 15:22:28 main:574] : INFO : Epoch 1896 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 3165.67 ms [2022-04-11 15:22:31 main:574] : INFO : Epoch 1897 | loss: 0.0311871 | val_loss: 0.0311898 | Time: 3181.52 ms [2022-04-11 15:22:35 main:574] : INFO : Epoch 1898 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 3160.91 ms [2022-04-11 15:22:38 main:574] : INFO : Epoch 1899 | loss: 0.0311863 | val_loss: 0.031186 | Time: 3181.86 ms [2022-04-11 15:22:41 main:574] : INFO : Epoch 1900 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 3179.38 ms [2022-04-11 15:22:44 main:574] : INFO : Epoch 1901 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 3158.79 ms [2022-04-11 15:22:47 main:574] : INFO : Epoch 1902 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 3171.49 ms [2022-04-11 15:22:50 main:574] : INFO : Epoch 1903 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 3172.47 ms [2022-04-11 15:22:54 main:574] : INFO : Epoch 1904 | loss: 0.0311835 | val_loss: 0.0311833 | Time: 3186.94 ms [2022-04-11 15:22:57 main:574] : INFO : Epoch 1905 | loss: 0.0311827 | val_loss: 0.0311823 | Time: 3159.98 ms [2022-04-11 15:23:00 main:574] : INFO : Epoch 1906 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 3174.74 ms [2022-04-11 15:23:03 main:574] : INFO : Epoch 1907 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 3160.89 ms [2022-04-11 15:23:06 main:574] : INFO : Epoch 1908 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 3182.81 ms [2022-04-11 15:23:10 main:574] : INFO : Epoch 1909 | loss: 0.031181 | val_loss: 0.0311827 | Time: 3172.77 ms [2022-04-11 15:23:13 main:574] : INFO : Epoch 1910 | loss: 0.0311798 | val_loss: 0.0311832 | Time: 3192.75 ms [2022-04-11 15:23:16 main:574] : INFO : Epoch 1911 | loss: 0.0311814 | val_loss: 0.031183 | Time: 3179.56 ms [2022-04-11 15:23:19 main:574] : INFO : Epoch 1912 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 3164.49 ms [2022-04-11 15:23:22 main:574] : INFO : Epoch 1913 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 3195.66 ms [2022-04-11 15:23:26 main:574] : INFO : Epoch 1914 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 3173.35 ms [2022-04-11 15:23:29 main:574] : INFO : Epoch 1915 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 3164.48 ms [2022-04-11 15:23:32 main:574] : INFO : Epoch 1916 | loss: 0.03118 | val_loss: 0.0311803 | Time: 3210.03 ms [2022-04-11 15:23:35 main:574] : INFO : Epoch 1917 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 3172.87 ms [2022-04-11 15:23:38 main:574] : INFO : Epoch 1918 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 3184.3 ms [2022-04-11 15:23:42 main:574] : INFO : Epoch 1919 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 3220.39 ms [2022-04-11 15:23:45 main:574] : INFO : Epoch 1920 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 3181.3 ms [2022-04-11 15:23:48 main:574] : INFO : Epoch 1921 | loss: 0.0311783 | val_loss: 0.0311765 | Time: 3240.7 ms [2022-04-11 15:23:51 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 3168.34 ms [2022-04-11 15:23:54 main:574] : INFO : Epoch 1923 | loss: 0.0311738 | val_loss: 0.0311755 | Time: 3184.02 ms [2022-04-11 15:23:58 main:574] : INFO : Epoch 1924 | loss: 0.0311737 | val_loss: 0.0311766 | Time: 3182.38 ms [2022-04-11 15:24:01 main:574] : INFO : Epoch 1925 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 3178.26 ms [2022-04-11 15:24:04 main:574] : INFO : Epoch 1926 | loss: 0.0311767 | val_loss: 0.0311764 | Time: 3168.86 ms [2022-04-11 15:24:07 main:574] : INFO : Epoch 1927 | loss: 0.0311797 | val_loss: 0.0311759 | Time: 3202.47 ms [2022-04-11 15:24:10 main:574] : INFO : Epoch 1928 | loss: 0.031177 | val_loss: 0.0311759 | Time: 3184.6 ms [2022-04-11 15:24:14 main:574] : INFO : Epoch 1929 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 3214.15 ms [2022-04-11 15:24:17 main:574] : INFO : Epoch 1930 | loss: 0.0311761 | val_loss: 0.031178 | Time: 3167.41 ms [2022-04-11 15:24:20 main:574] : INFO : Epoch 1931 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 3189.29 ms [2022-04-11 15:24:23 main:574] : INFO : Epoch 1932 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 3179.18 ms [2022-04-11 15:24:26 main:574] : INFO : Epoch 1933 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 3186.59 ms [2022-04-11 15:24:29 main:574] : INFO : Epoch 1934 | loss: 0.0311742 | val_loss: 0.031176 | Time: 3212.13 ms [2022-04-11 15:24:33 main:574] : INFO : Epoch 1935 | loss: 0.031173 | val_loss: 0.0311747 | Time: 3175.45 ms [2022-04-11 15:24:36 main:574] : INFO : Epoch 1936 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 3171.83 ms [2022-04-11 15:24:39 main:574] : INFO : Epoch 1937 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 3184.25 ms [2022-04-11 15:24:42 main:574] : INFO : Epoch 1938 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 3176.85 ms [2022-04-11 15:24:45 main:574] : INFO : Epoch 1939 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 3207.4 ms [2022-04-11 15:24:49 main:574] : INFO : Epoch 1940 | loss: 0.031173 | val_loss: 0.0311749 | Time: 3173.81 ms [2022-04-11 15:24:52 main:574] : INFO : Epoch 1941 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 3216.43 ms [2022-04-11 15:24:55 main:574] : INFO : Epoch 1942 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 3209.92 ms [2022-04-11 15:24:58 main:574] : INFO : Epoch 1943 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 3205.84 ms [2022-04-11 15:25:01 main:574] : INFO : Epoch 1944 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 3184.2 ms [2022-04-11 15:25:08 main:574] : INFO : Epoch 1945 | loss: 0.0311777 | val_loss: 0.031182 | Time: 6772.66 ms [2022-04-11 15:25:46 main:574] : INFO : Epoch 1946 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 36057.3 ms [2022-04-11 15:25:49 main:574] : INFO : Epoch 1947 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 3110.12 ms [2022-04-11 15:25:52 main:574] : INFO : Epoch 1948 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 3140.78 ms [2022-04-11 15:25:55 main:574] : INFO : Epoch 1949 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 3166.31 ms [2022-04-11 15:25:58 main:574] : INFO : Epoch 1950 | loss: 0.031173 | val_loss: 0.0311762 | Time: 3155.89 ms [2022-04-11 15:26:02 main:574] : INFO : Epoch 1951 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 3228.17 ms [2022-04-11 15:26:05 main:574] : INFO : Epoch 1952 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 3204.85 ms [2022-04-11 15:26:08 main:574] : INFO : Epoch 1953 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 3199.65 ms [2022-04-11 15:26:11 main:574] : INFO : Epoch 1954 | loss: 0.0311975 | val_loss: 0.0311943 | Time: 3189.98 ms [2022-04-11 15:26:14 main:574] : INFO : Epoch 1955 | loss: 0.0311954 | val_loss: 0.0311904 | Time: 3170.37 ms [2022-04-11 15:26:18 main:574] : INFO : Epoch 1956 | loss: 0.0311927 | val_loss: 0.031193 | Time: 3184.12 ms [2022-04-11 15:26:21 main:574] : INFO : Epoch 1957 | loss: 0.0311925 | val_loss: 0.0311981 | Time: 3214.06 ms [2022-04-11 15:26:24 main:574] : INFO : Epoch 1958 | loss: 0.0311932 | val_loss: 0.0311873 | Time: 3199.48 ms [2022-04-11 15:26:27 main:574] : INFO : Epoch 1959 | loss: 0.0311872 | val_loss: 0.0311852 | Time: 3194.95 ms [2022-04-11 15:26:30 main:574] : INFO : Epoch 1960 | loss: 0.0311845 | val_loss: 0.0311853 | Time: 3186.67 ms [2022-04-11 15:26:34 main:574] : INFO : Epoch 1961 | loss: 0.0311862 | val_loss: 0.031183 | Time: 3173.93 ms [2022-04-11 15:26:37 main:574] : INFO : Epoch 1962 | loss: 0.0311829 | val_loss: 0.0311806 | Time: 3191.96 ms [2022-04-11 15:26:40 main:574] : INFO : Epoch 1963 | loss: 0.0311817 | val_loss: 0.0311814 | Time: 3214.55 ms [2022-04-11 15:26:43 main:574] : INFO : Epoch 1964 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 3194.88 ms [2022-04-11 15:26:46 main:574] : INFO : Epoch 1965 | loss: 0.0311826 | val_loss: 0.0311829 | Time: 3205.04 ms [2022-04-11 15:26:50 main:574] : INFO : Epoch 1966 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 3187.13 ms [2022-04-11 15:26:53 main:574] : INFO : Epoch 1967 | loss: 0.0311814 | val_loss: 0.0311813 | Time: 3207.54 ms [2022-04-11 15:26:56 main:574] : INFO : Epoch 1968 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 3181.83 ms [2022-04-11 15:26:59 main:574] : INFO : Epoch 1969 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 3188.03 ms [2022-04-11 15:27:02 main:574] : INFO : Epoch 1970 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 3199.1 ms [2022-04-11 15:27:06 main:574] : INFO : Epoch 1971 | loss: 0.0311777 | val_loss: 0.0311775 | Time: 3181.27 ms [2022-04-11 15:27:09 main:574] : INFO : Epoch 1972 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 3189.51 ms [2022-04-11 15:27:12 main:574] : INFO : Epoch 1973 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 3186.11 ms [2022-04-11 15:27:15 main:574] : INFO : Epoch 1974 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 3183.76 ms [2022-04-11 15:27:18 main:574] : INFO : Epoch 1975 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 3186.3 ms [2022-04-11 15:27:21 main:574] : INFO : Epoch 1976 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 3168.26 ms [2022-04-11 15:27:25 main:574] : INFO : Epoch 1977 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 3189.09 ms [2022-04-11 15:27:28 main:574] : INFO : Epoch 1978 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 3184.11 ms [2022-04-11 15:27:31 main:574] : INFO : Epoch 1979 | loss: 0.031176 | val_loss: 0.0311766 | Time: 3186.52 ms [2022-04-11 15:27:34 main:574] : INFO : Epoch 1980 | loss: 0.0311736 | val_loss: 0.031176 | Time: 3175.32 ms [2022-04-11 15:27:37 main:574] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 3197.91 ms [2022-04-11 15:27:41 main:574] : INFO : Epoch 1982 | loss: 0.0311727 | val_loss: 0.031176 | Time: 3169.34 ms [2022-04-11 15:27:44 main:574] : INFO : Epoch 1983 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 3180.67 ms [2022-04-11 15:27:47 main:574] : INFO : Epoch 1984 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 3189.02 ms [2022-04-11 15:27:50 main:574] : INFO : Epoch 1985 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 3171.79 ms [2022-04-11 15:27:53 main:574] : INFO : Epoch 1986 | loss: 0.0311763 | val_loss: 0.031181 | Time: 3176.23 ms [2022-04-11 15:27:57 main:574] : INFO : Epoch 1987 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 3199.4 ms [2022-04-11 15:28:00 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311771 | Time: 3165.5 ms [2022-04-11 15:28:03 main:574] : INFO : Epoch 1989 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 3189.23 ms [2022-04-11 15:28:06 main:574] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 3167.91 ms [2022-04-11 15:28:09 main:574] : INFO : Epoch 1991 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 3195.36 ms [2022-04-11 15:28:13 main:574] : INFO : Epoch 1992 | loss: 0.031172 | val_loss: 0.0311781 | Time: 3183.83 ms [2022-04-11 15:28:16 main:574] : INFO : Epoch 1993 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 3183.76 ms [2022-04-11 15:28:19 main:574] : INFO : Epoch 1994 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 3180.25 ms [2022-04-11 15:28:22 main:574] : INFO : Epoch 1995 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 3172.26 ms [2022-04-11 15:28:25 main:574] : INFO : Epoch 1996 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 3174.62 ms [2022-04-11 15:28:28 main:574] : INFO : Epoch 1997 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 3199.68 ms [2022-04-11 15:28:32 main:574] : INFO : Epoch 1998 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 3191.82 ms [2022-04-11 15:28:35 main:574] : INFO : Epoch 1999 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 3193.52 ms [2022-04-11 15:28:38 main:574] : INFO : Epoch 2000 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 3173.49 ms [2022-04-11 15:28:41 main:574] : INFO : Epoch 2001 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 3186.5 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650 Ti with Max-Q Design) [2022-04-11 20:05:55 main:435] : INFO : Set logging level to 1 [2022-04-11 20:05:55 main:441] : INFO : Running in BOINC Client mode [2022-04-11 20:05:55 main:444] : INFO : Resolving all filenames [2022-04-11 20:05:55 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-11 20:05:55 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-11 20:05:55 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-11 20:05:55 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-11 20:05:55 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-11 20:05:55 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-11 20:05:55 main:474] : INFO : Configuration: [2022-04-11 20:05:55 main:475] : INFO : Model type: GRU [2022-04-11 20:05:55 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-11 20:05:55 main:477] : INFO : Max Epochs: 2048 [2022-04-11 20:05:55 main:478] : INFO : Batch Size: 128 [2022-04-11 20:05:55 main:479] : INFO : Learning Rate: 0.01 [2022-04-11 20:05:55 main:480] : INFO : Patience: 10 [2022-04-11 20:05:55 main:481] : INFO : Hidden Width: 12 [2022-04-11 20:05:55 main:482] : INFO : # Recurrent Layers: 4 [2022-04-11 20:05:55 main:483] : INFO : # Backend Layers: 4 [2022-04-11 20:05:55 main:484] : INFO : # Threads: 1 [2022-04-11 20:05:55 main:486] : INFO : Preparing Dataset [2022-04-11 20:05:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-11 20:05:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-11 20:05:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-11 20:05:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-11 20:05:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-11 20:05:59 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-11 20:05:59 main:494] : INFO : Creating Model [2022-04-11 20:05:59 main:507] : INFO : Preparing config file [2022-04-11 20:05:59 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-11 20:05:59 main:512] : INFO : Loading config [2022-04-11 20:05:59 main:514] : INFO : Loading state [2022-04-11 20:06:02 main:559] : INFO : Loading DataLoader into Memory [2022-04-11 20:06:02 main:562] : INFO : Starting Training [2022-04-11 20:06:06 main:574] : INFO : Epoch 1961 | loss: 0.0314145 | val_loss: 0.031277 | Time: 4324.59 ms [2022-04-11 20:06:09 main:574] : INFO : Epoch 1962 | loss: 0.0312531 | val_loss: 0.0312396 | Time: 3089.83 ms [2022-04-11 20:06:13 main:574] : INFO : Epoch 1963 | loss: 0.0312194 | val_loss: 0.0311928 | Time: 3136.82 ms [2022-04-11 20:06:16 main:574] : INFO : Epoch 1964 | loss: 0.0311876 | val_loss: 0.0311834 | Time: 3175.21 ms [2022-04-11 20:06:19 main:574] : INFO : Epoch 1965 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 3171.89 ms [2022-04-11 20:06:22 main:574] : INFO : Epoch 1966 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 3158.86 ms [2022-04-11 20:06:25 main:574] : INFO : Epoch 1967 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 3163.52 ms [2022-04-11 20:06:28 main:574] : INFO : Epoch 1968 | loss: 0.0311796 | val_loss: 0.0311788 | Time: 3156.44 ms [2022-04-11 20:06:32 main:574] : INFO : Epoch 1969 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 3117.75 ms [2022-04-11 20:06:35 main:574] : INFO : Epoch 1970 | loss: 0.0311762 | val_loss: 0.0311754 | Time: 3152.44 ms [2022-04-11 20:06:38 main:574] : INFO : Epoch 1971 | loss: 0.0311777 | val_loss: 0.0311766 | Time: 3158.13 ms [2022-04-11 20:06:41 main:574] : INFO : Epoch 1972 | loss: 0.0311754 | val_loss: 0.0311746 | Time: 3142.91 ms [2022-04-11 20:06:44 main:574] : INFO : Epoch 1973 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 3152.14 ms [2022-04-11 20:06:47 main:574] : INFO : Epoch 1974 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 3145.56 ms [2022-04-11 20:06:50 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 3149.1 ms [2022-04-11 20:06:54 main:574] : INFO : Epoch 1976 | loss: 0.0311753 | val_loss: 0.0311745 | Time: 3296.49 ms [2022-04-11 20:06:57 main:574] : INFO : Epoch 1977 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 3418.87 ms [2022-04-11 20:07:01 main:574] : INFO : Epoch 1978 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 3785.65 ms [2022-04-11 20:07:04 main:574] : INFO : Epoch 1979 | loss: 0.0311749 | val_loss: 0.0311734 | Time: 3160.85 ms [2022-04-11 20:07:08 main:574] : INFO : Epoch 1980 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 3634.94 ms [2022-04-11 20:07:11 main:574] : INFO : Epoch 1981 | loss: 0.0311729 | val_loss: 0.0311732 | Time: 3192.08 ms [2022-04-11 20:07:14 main:574] : INFO : Epoch 1982 | loss: 0.0311714 | val_loss: 0.0311733 | Time: 3351.08 ms [2022-04-11 20:07:18 main:574] : INFO : Epoch 1983 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 3285.48 ms [2022-04-11 20:07:21 main:574] : INFO : Epoch 1984 | loss: 0.031171 | val_loss: 0.0311738 | Time: 3273.39 ms [2022-04-11 20:07:45 main:574] : INFO : Epoch 1985 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 23702.1 ms [2022-04-11 20:07:48 main:574] : INFO : Epoch 1986 | loss: 0.0311694 | val_loss: 0.031178 | Time: 3166.14 ms [2022-04-11 20:07:51 main:574] : INFO : Epoch 1987 | loss: 0.0311698 | val_loss: 0.0311741 | Time: 3157.57 ms [2022-04-11 20:07:54 main:574] : INFO : Epoch 1988 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 3174.86 ms [2022-04-11 20:07:57 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 3162.91 ms [2022-04-11 20:08:01 main:574] : INFO : Epoch 1990 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 3184.39 ms [2022-04-11 20:08:04 main:574] : INFO : Epoch 1991 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 3172.52 ms [2022-04-11 20:08:07 main:574] : INFO : Epoch 1992 | loss: 0.0311676 | val_loss: 0.031172 | Time: 3180.53 ms [2022-04-11 20:08:10 main:574] : INFO : Epoch 1993 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 3133.31 ms [2022-04-11 20:08:13 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 3178.62 ms [2022-04-11 20:08:17 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 3186.67 ms [2022-04-11 20:08:20 main:574] : INFO : Epoch 1996 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 3176.58 ms [2022-04-11 20:08:23 main:574] : INFO : Epoch 1997 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 3149.54 ms [2022-04-11 20:08:26 main:574] : INFO : Epoch 1998 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 3156.8 ms [2022-04-11 20:08:29 main:574] : INFO : Epoch 1999 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 3159.95 ms [2022-04-11 20:08:32 main:574] : INFO : Epoch 2000 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 3178.95 ms [2022-04-11 20:08:36 main:574] : INFO : Epoch 2001 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 3181.26 ms [2022-04-11 20:08:39 main:574] : INFO : Epoch 2002 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 3159.2 ms [2022-04-11 20:08:42 main:574] : INFO : Epoch 2003 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 3176.07 ms [2022-04-11 20:08:45 main:574] : INFO : Epoch 2004 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 3188.48 ms [2022-04-11 20:08:48 main:574] : INFO : Epoch 2005 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 3182.43 ms [2022-04-11 20:08:52 main:574] : INFO : Epoch 2006 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 3172.73 ms [2022-04-11 20:08:55 main:574] : INFO : Epoch 2007 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 3191.49 ms [2022-04-11 20:08:58 main:574] : INFO : Epoch 2008 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 3172.29 ms [2022-04-11 20:09:01 main:574] : INFO : Epoch 2009 | loss: 0.031166 | val_loss: 0.0311735 | Time: 3196.21 ms [2022-04-11 20:09:04 main:574] : INFO : Epoch 2010 | loss: 0.031165 | val_loss: 0.0311742 | Time: 3182.62 ms [2022-04-11 20:09:08 main:574] : INFO : Epoch 2011 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 3194.82 ms [2022-04-11 20:09:11 main:574] : INFO : Epoch 2012 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 3190.38 ms [2022-04-11 20:09:15 main:574] : INFO : Epoch 2013 | loss: 0.031169 | val_loss: 0.0311719 | Time: 4198.25 ms [2022-04-11 20:09:20 main:574] : INFO : Epoch 2014 | loss: 0.0311667 | val_loss: 0.031173 | Time: 5101.59 ms [2022-04-11 20:09:36 main:574] : INFO : Epoch 2015 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 15708.8 ms [2022-04-11 20:09:40 main:574] : INFO : Epoch 2016 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 4410.53 ms [2022-04-11 20:09:44 main:574] : INFO : Epoch 2017 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 3941.84 ms [2022-04-11 20:09:48 main:574] : INFO : Epoch 2018 | loss: 0.0311661 | val_loss: 0.03117 | Time: 4013.9 ms [2022-04-11 20:09:52 main:574] : INFO : Epoch 2019 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 3989.01 ms [2022-04-11 20:09:56 main:574] : INFO : Epoch 2020 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 4028.85 ms [2022-04-11 20:10:00 main:574] : INFO : Epoch 2021 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 4121.86 ms [2022-04-11 20:10:05 main:574] : INFO : Epoch 2022 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 4184.51 ms [2022-04-11 20:10:09 main:574] : INFO : Epoch 2023 | loss: 0.031165 | val_loss: 0.0311763 | Time: 4219.84 ms [2022-04-11 20:10:13 main:574] : INFO : Epoch 2024 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 4301.11 ms [2022-04-11 20:10:17 main:574] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 4121.21 ms [2022-04-11 20:10:21 main:574] : INFO : Epoch 2026 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 3992.04 ms [2022-04-11 20:10:25 main:574] : INFO : Epoch 2027 | loss: 0.031163 | val_loss: 0.0311722 | Time: 3921.69 ms [2022-04-11 20:10:31 main:574] : INFO : Epoch 2028 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 5858.28 ms [2022-04-11 20:10:46 main:574] : INFO : Epoch 2029 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 14681.7 ms [2022-04-11 20:10:50 main:574] : INFO : Epoch 2030 | loss: 0.031164 | val_loss: 0.0311738 | Time: 3952.09 ms [2022-04-11 20:10:54 main:574] : INFO : Epoch 2031 | loss: 0.031165 | val_loss: 0.0311707 | Time: 4144.83 ms [2022-04-11 20:10:58 main:574] : INFO : Epoch 2032 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 4061.62 ms [2022-04-11 20:11:02 main:574] : INFO : Epoch 2033 | loss: 0.0311646 | val_loss: 0.031172 | Time: 3936.68 ms [2022-04-11 20:11:06 main:574] : INFO : Epoch 2034 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 3954.93 ms [2022-04-11 20:11:10 main:574] : INFO : Epoch 2035 | loss: 0.031166 | val_loss: 0.0311735 | Time: 3941.45 ms [2022-04-11 20:11:14 main:574] : INFO : Epoch 2036 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 4023.66 ms [2022-04-11 20:11:18 main:574] : INFO : Epoch 2037 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 3960.6 ms [2022-04-11 20:11:22 main:574] : INFO : Epoch 2038 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 4007.5 ms [2022-04-11 20:11:26 main:574] : INFO : Epoch 2039 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 3996 ms [2022-04-11 20:11:30 main:574] : INFO : Epoch 2040 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 4223.13 ms [2022-04-11 20:11:34 main:574] : INFO : Epoch 2041 | loss: 0.0311623 | val_loss: 0.0311769 | Time: 4089.73 ms [2022-04-11 20:11:38 main:574] : INFO : Epoch 2042 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 4223.01 ms [2022-04-11 20:11:43 main:574] : INFO : Epoch 2043 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 4264.19 ms [2022-04-11 20:11:47 main:574] : INFO : Epoch 2044 | loss: 0.031162 | val_loss: 0.0311709 | Time: 4319.14 ms [2022-04-11 20:11:51 main:574] : INFO : Epoch 2045 | loss: 0.0311628 | val_loss: 0.0311741 | Time: 4001.08 ms [2022-04-11 20:11:55 main:574] : INFO : Epoch 2046 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 4196.12 ms [2022-04-11 20:11:59 main:574] : INFO : Epoch 2047 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 4195.07 ms [2022-04-11 20:12:04 main:574] : INFO : Epoch 2048 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 4089.41 ms [2022-04-11 20:12:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728 [2022-04-11 20:12:04 main:603] : INFO : Saving end state to config to file [2022-04-11 20:12:04 main:608] : INFO : Success, exiting.. 20:12:04 (26520): 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)