Task 7592415
| Name | ParityModified-1631731801-21063-1_0 |
| Workunit | 5248585 |
| Created | 25 Sep 2021, 21:36:02 UTC |
| Sent | 28 Sep 2021, 5:19:59 UTC |
| Report deadline | 5 Oct 2021, 5:19:59 UTC |
| Received | 29 Sep 2021, 9:19:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6200 |
| Run time | 1 hours 42 min 58 sec |
| CPU time | 1 hours 29 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 796.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Time: 2841.44 ms [2021-09-28 22:43:40 main:574] : INFO : Epoch 1580 | loss: 0.031084 | val_loss: 0.031232 | Time: 2844.97 ms [2021-09-28 22:43:43 main:574] : INFO : Epoch 1581 | loss: 0.0310836 | val_loss: 0.0312285 | Time: 2906.37 ms [2021-09-28 22:43:46 main:574] : INFO : Epoch 1582 | loss: 0.0310815 | val_loss: 0.0312283 | Time: 2841.41 ms [2021-09-28 22:43:49 main:574] : INFO : Epoch 1583 | loss: 0.0310806 | val_loss: 0.0312256 | Time: 2861.32 ms [2021-09-28 22:43:52 main:574] : INFO : Epoch 1584 | loss: 0.0310885 | val_loss: 0.0312298 | Time: 2845.34 ms [2021-09-28 22:43:55 main:574] : INFO : Epoch 1585 | loss: 0.031091 | val_loss: 0.0312253 | Time: 2844.66 ms [2021-09-28 22:43:58 main:574] : INFO : Epoch 1586 | loss: 0.0310883 | val_loss: 0.0312435 | Time: 2921.07 ms [2021-09-28 22:44:01 main:574] : INFO : Epoch 1587 | loss: 0.0310864 | val_loss: 0.0312276 | Time: 2901.94 ms [2021-09-28 22:44:24 main:574] : INFO : Epoch 1588 | loss: 0.031086 | val_loss: 0.0312264 | Time: 22822.5 ms [2021-09-28 22:44:27 main:574] : INFO : Epoch 1589 | loss: 0.0310835 | val_loss: 0.0312182 | Time: 2856.59 ms [2021-09-28 22:44:30 main:574] : INFO : Epoch 1590 | loss: 0.0310887 | val_loss: 0.0312179 | Time: 2883.67 ms [2021-09-28 22:44:32 main:574] : INFO : Epoch 1591 | loss: 0.0310914 | val_loss: 0.0312199 | Time: 2900.43 ms [2021-09-28 22:44:35 main:574] : INFO : Epoch 1592 | loss: 0.0310891 | val_loss: 0.0312127 | Time: 2894.35 ms [2021-09-28 22:44:38 main:574] : INFO : Epoch 1593 | loss: 0.0310847 | val_loss: 0.0312224 | Time: 2912.04 ms [2021-09-28 22:44:41 main:574] : INFO : Epoch 1594 | loss: 0.0310837 | val_loss: 0.031218 | Time: 2917.54 ms [2021-09-28 22:44:44 main:574] : INFO : Epoch 1595 | loss: 0.0310869 | val_loss: 0.0312131 | Time: 2855.74 ms [2021-09-28 22:44:48 main:574] : INFO : Epoch 1596 | loss: 0.0310826 | val_loss: 0.0312137 | Time: 2839.98 ms [2021-09-28 22:44:50 main:574] : INFO : Epoch 1597 | loss: 0.0310866 | val_loss: 0.0312301 | Time: 2857.67 ms [2021-09-28 22:44:53 main:574] : INFO : Epoch 1598 | loss: 0.0310853 | val_loss: 0.0312071 | Time: 2877.04 ms [2021-09-28 22:44:56 main:574] : INFO : Epoch 1599 | loss: 0.0310794 | val_loss: 0.03123 | Time: 2913.69 ms [2021-09-28 22:44:59 main:574] : INFO : Epoch 1600 | loss: 0.0310899 | val_loss: 0.031215 | Time: 2923.21 ms [2021-09-28 22:45:23 main:574] : INFO : Epoch 1601 | loss: 0.0310922 | val_loss: 0.0312212 | Time: 22911.8 ms [2021-09-28 22:45:26 main:574] : INFO : Epoch 1602 | loss: 0.031089 | val_loss: 0.0312205 | Time: 2893.98 ms [2021-09-28 22:45:29 main:574] : INFO : Epoch 1603 | loss: 0.0310878 | val_loss: 0.0312382 | Time: 2866.41 ms [2021-09-28 22:45:32 main:574] : INFO : Epoch 1604 | loss: 0.0310803 | val_loss: 0.0312241 | Time: 2903.44 ms [2021-09-28 22:45:35 main:574] : INFO : Epoch 1605 | loss: 0.031084 | val_loss: 0.0312194 | Time: 2858.12 ms [2021-09-28 22:45:38 main:574] : INFO : Epoch 1606 | loss: 0.0310866 | val_loss: 0.0312307 | Time: 2845.88 ms [2021-09-28 22:45:41 main:574] : INFO : Epoch 1607 | loss: 0.0310815 | val_loss: 0.0312304 | Time: 2898.37 ms [2021-09-28 22:45:44 main:574] : INFO : Epoch 1608 | loss: 0.0310813 | val_loss: 0.0312233 | Time: 2920.23 ms [2021-09-28 22:45:47 main:574] : INFO : Epoch 1609 | loss: 0.031083 | val_loss: 0.0312271 | Time: 2895.56 ms [2021-09-28 22:45:50 main:574] : INFO : Epoch 1610 | loss: 0.0310814 | val_loss: 0.0312358 | Time: 2844.97 ms [2021-09-28 22:46:23 main:574] : INFO : Epoch 1611 | loss: 0.0310804 | val_loss: 0.0312382 | Time: 32849.3 ms [2021-09-28 22:46:26 main:574] : INFO : Epoch 1612 | loss: 0.0310843 | val_loss: 0.031228 | Time: 2881.21 ms [2021-09-28 22:46:29 main:574] : INFO : Epoch 1613 | loss: 0.0310799 | val_loss: 0.0312222 | Time: 2880.48 ms [2021-09-28 22:46:32 main:574] : INFO : Epoch 1614 | loss: 0.0310847 | val_loss: 0.0312286 | Time: 2838.63 ms [2021-09-28 22:46:35 main:574] : INFO : Epoch 1615 | loss: 0.0310893 | val_loss: 0.0312229 | Time: 2889.85 ms [2021-09-28 22:46:38 main:574] : INFO : Epoch 1616 | loss: 0.0310875 | val_loss: 0.0312093 | Time: 2887.83 ms [2021-09-28 22:46:41 main:574] : INFO : Epoch 1617 | loss: 0.0310825 | val_loss: 0.0312252 | Time: 2879.64 ms [2021-09-28 22:46:54 main:574] : INFO : Epoch 1618 | loss: 0.0310807 | val_loss: 0.0312491 | Time: 12732.2 ms [2021-09-28 22:46:57 main:574] : INFO : Epoch 1619 | loss: 0.0310804 | val_loss: 0.0312121 | Time: 2909.13 ms [2021-09-28 22:47:00 main:574] : INFO : Epoch 1620 | loss: 0.0310881 | val_loss: 0.0312156 | Time: 2890.82 ms [2021-09-28 22:47:23 main:574] : INFO : Epoch 1621 | loss: 0.0310873 | val_loss: 0.031257 | Time: 22856.4 ms [2021-09-28 22:47:26 main:574] : INFO : Epoch 1622 | loss: 0.0310811 | val_loss: 0.031216 | Time: 2942.81 ms [2021-09-28 22:47:29 main:574] : INFO : Epoch 1623 | loss: 0.0310822 | val_loss: 0.0312129 | Time: 2836.67 ms [2021-09-28 22:47:32 main:574] : INFO : Epoch 1624 | loss: 0.0310817 | val_loss: 0.0312323 | Time: 2910.63 ms [2021-09-28 22:47:35 main:574] : INFO : Epoch 1625 | loss: 0.0310792 | val_loss: 0.0312309 | Time: 2861.55 ms [2021-09-28 22:47:38 main:574] : INFO : Epoch 1626 | loss: 0.0310778 | val_loss: 0.0312424 | Time: 2855.5 ms [2021-09-28 22:47:41 main:574] : INFO : Epoch 1627 | loss: 0.031074 | val_loss: 0.0312297 | Time: 2926.79 ms [2021-09-28 22:47:44 main:574] : INFO : Epoch 1628 | loss: 0.031074 | val_loss: 0.0312403 | Time: 2934.84 ms [2021-09-28 22:47:47 main:574] : INFO : Epoch 1629 | loss: 0.0310748 | val_loss: 0.0312158 | Time: 2908.87 ms [2021-09-28 22:47:50 main:574] : INFO : Epoch 1630 | loss: 0.0310751 | val_loss: 0.0312295 | Time: 2940.98 ms [2021-09-28 22:47:54 main:574] : INFO : Epoch 1631 | loss: 0.0310784 | val_loss: 0.0312286 | Time: 2937.72 ms [2021-09-28 22:47:56 main:574] : INFO : Epoch 1632 | loss: 0.0310894 | val_loss: 0.0312187 | Time: 2881.16 ms [2021-09-28 22:48:00 main:574] : INFO : Epoch 1633 | loss: 0.0310828 | val_loss: 0.0312204 | Time: 2896.83 ms [2021-09-28 22:48:22 main:574] : INFO : Epoch 1634 | loss: 0.0310957 | val_loss: 0.0312193 | Time: 22825.3 ms [2021-09-28 22:48:25 main:574] : INFO : Epoch 1635 | loss: 0.0310985 | val_loss: 0.0312121 | Time: 2892.84 ms [2021-09-28 22:48:28 main:574] : INFO : Epoch 1636 | loss: 0.0310874 | val_loss: 0.031224 | Time: 2853.53 ms [2021-09-28 22:48:31 main:574] : INFO : Epoch 1637 | loss: 0.0310817 | val_loss: 0.0312162 | Time: 2879.18 ms [2021-09-28 22:48:34 main:574] : INFO : Epoch 1638 | loss: 0.0310808 | val_loss: 0.0312202 | Time: 2863.86 ms [2021-09-28 22:48:37 main:574] : INFO : Epoch 1639 | loss: 0.0310788 | val_loss: 0.0312463 | Time: 2912.52 ms [2021-09-28 22:48:40 main:574] : INFO : Epoch 1640 | loss: 0.0310834 | val_loss: 0.031216 | Time: 2896.13 ms [2021-09-28 22:48:43 main:574] : INFO : Epoch 1641 | loss: 0.0310855 | val_loss: 0.0312303 | Time: 2904.72 ms [2021-09-28 22:48:46 main:574] : INFO : Epoch 1642 | loss: 0.0310812 | val_loss: 0.0312293 | Time: 2925.03 ms [2021-09-28 22:48:49 main:574] : INFO : Epoch 1643 | loss: 0.0310833 | val_loss: 0.0312237 | Time: 2843.39 ms [2021-09-28 22:48:52 main:574] : INFO : Epoch 1644 | loss: 0.031089 | val_loss: 0.0312205 | Time: 2953.3 ms [2021-09-28 22:48:56 main:574] : INFO : Epoch 1645 | loss: 0.0311009 | val_loss: 0.0312068 | Time: 2931.29 ms [2021-09-28 22:48:58 main:574] : INFO : Epoch 1646 | loss: 0.0310905 | val_loss: 0.0312317 | Time: 2868.29 ms [2021-09-28 22:49:01 main:574] : INFO : Epoch 1647 | loss: 0.0310838 | val_loss: 0.0312237 | Time: 2872.11 ms [2021-09-28 22:49:24 main:574] : INFO : Epoch 1648 | loss: 0.0310784 | val_loss: 0.0312219 | Time: 22802.9 ms [2021-09-28 22:49:27 main:574] : INFO : Epoch 1649 | loss: 0.0310747 | val_loss: 0.0312288 | Time: 2844.47 ms [2021-09-28 22:49:30 main:574] : INFO : Epoch 1650 | loss: 0.0310747 | val_loss: 0.0312386 | Time: 2898.07 ms [2021-09-28 22:49:33 main:574] : INFO : Epoch 1651 | loss: 0.0310798 | val_loss: 0.0312178 | Time: 2897.75 ms [2021-09-28 22:49:36 main:574] : INFO : Epoch 1652 | loss: 0.0310772 | val_loss: 0.0312418 | Time: 2913.6 ms [2021-09-28 22:49:39 main:574] : INFO : Epoch 1653 | loss: 0.0310737 | val_loss: 0.0312257 | Time: 2845.54 ms [2021-09-28 22:49:42 main:574] : INFO : Epoch 1654 | loss: 0.0310758 | val_loss: 0.031241 | Time: 2963.8 ms [2021-09-28 22:49:45 main:574] : INFO : Epoch 1655 | loss: 0.031077 | val_loss: 0.0312316 | Time: 2877.62 ms [2021-09-28 22:49:49 main:574] : INFO : Epoch 1656 | loss: 0.031078 | val_loss: 0.0312259 | Time: 2901.49 ms [2021-09-28 22:49:52 main:574] : INFO : Epoch 1657 | loss: 0.031078 | val_loss: 0.0312393 | Time: 2876.99 ms [2021-09-28 22:49:55 main:574] : INFO : Epoch 1658 | loss: 0.0310726 | val_loss: 0.0312335 | Time: 3011.04 ms [2021-09-28 22:49:58 main:574] : INFO : Epoch 1659 | loss: 0.0311116 | val_loss: 0.0312026 | Time: 2843.97 ms [2021-09-28 22:50:01 main:574] : INFO : Epoch 1660 | loss: 0.0311099 | val_loss: 0.0312139 | Time: 2940.11 ms [2021-09-28 22:50:24 main:574] : INFO : Epoch 1661 | loss: 0.0310965 | val_loss: 0.031217 | Time: 22878.4 ms [2021-09-28 22:50:27 main:574] : INFO : Epoch 1662 | loss: 0.0310846 | val_loss: 0.0312287 | Time: 2882.1 ms [2021-09-28 22:50:30 main:574] : INFO : Epoch 1663 | loss: 0.0310796 | val_loss: 0.0312364 | Time: 2848.62 ms [2021-09-28 22:50:33 main:574] : INFO : Epoch 1664 | loss: 0.0310785 | val_loss: 0.0312244 | Time: 2927.27 ms [2021-09-28 22:50:36 main:574] : INFO : Epoch 1665 | loss: 0.0310774 | val_loss: 0.0312313 | Time: 2852.86 ms [2021-09-28 22:50:39 main:574] : INFO : Epoch 1666 | loss: 0.0310819 | val_loss: 0.0312174 | Time: 2839.98 ms [2021-09-28 22:50:42 main:574] : INFO : Epoch 1667 | loss: 0.0310899 | val_loss: 0.0312301 | Time: 2898.76 ms [2021-09-28 22:50:44 main:574] : INFO : Epoch 1668 | loss: 0.0310802 | val_loss: 0.0312262 | Time: 2884.94 ms [2021-09-28 22:50:48 main:574] : INFO : Epoch 1669 | loss: 0.0310848 | val_loss: 0.0312042 | Time: 2844.75 ms [2021-09-28 22:50:51 main:574] : INFO : Epoch 1670 | loss: 0.0310989 | val_loss: 0.0312331 | Time: 2885.66 ms [2021-09-28 22:50:54 main:574] : INFO : Epoch 1671 | loss: 0.0310884 | val_loss: 0.0312382 | Time: 2843.93 ms [2021-09-28 22:50:57 main:574] : INFO : Epoch 1672 | loss: 0.0310764 | val_loss: 0.0312325 | Time: 2892.3 ms [2021-09-28 22:51:00 main:574] : INFO : Epoch 1673 | loss: 0.031074 | val_loss: 0.0312327 | Time: 2881.17 ms [2021-09-28 22:51:23 main:574] : INFO : Epoch 1674 | loss: 0.0310727 | val_loss: 0.031236 | Time: 22951.2 ms [2021-09-28 22:51:26 main:574] : INFO : Epoch 1675 | loss: 0.0310772 | val_loss: 0.0312114 | Time: 2900.91 ms [2021-09-28 22:51:29 main:574] : INFO : Epoch 1676 | loss: 0.0310759 | val_loss: 0.0312336 | Time: 2897.5 ms [2021-09-28 22:51:32 main:574] : INFO : Epoch 1677 | loss: 0.0310886 | val_loss: 0.0312356 | Time: 2880.35 ms [2021-09-28 22:51:35 main:574] : INFO : Epoch 1678 | loss: 0.031086 | val_loss: 0.0312068 | Time: 2890.44 ms [2021-09-28 22:51:38 main:574] : INFO : Epoch 1679 | loss: 0.0310816 | val_loss: 0.0312306 | Time: 2936.79 ms [2021-09-28 22:51:41 main:574] : INFO : Epoch 1680 | loss: 0.0310852 | val_loss: 0.0312339 | Time: 2889.07 ms [2021-09-28 22:51:44 main:574] : INFO : Epoch 1681 | loss: 0.031078 | val_loss: 0.0312214 | Time: 2923.49 ms [2021-09-28 22:51:47 main:574] : INFO : Epoch 1682 | loss: 0.0310765 | val_loss: 0.0312269 | Time: 2887.5 ms [2021-09-28 22:51:50 main:574] : INFO : Epoch 1683 | loss: 0.0310741 | val_loss: 0.0312354 | Time: 2870.66 ms [2021-09-28 22:52:13 main:574] : INFO : Epoch 1684 | loss: 0.0310728 | val_loss: 0.0312242 | Time: 22867.9 ms [2021-09-28 22:52:16 main:574] : INFO : Epoch 1685 | loss: 0.0310734 | val_loss: 0.0312375 | Time: 2968.5 ms [2021-09-28 22:52:19 main:574] : INFO : Epoch 1686 | loss: 0.0310712 | val_loss: 0.0312216 | Time: 2910.28 ms [2021-09-28 22:52:22 main:574] : INFO : Epoch 1687 | loss: 0.0310703 | val_loss: 0.0312403 | Time: 2909.32 ms [2021-09-28 22:52:25 main:574] : INFO : Epoch 1688 | loss: 0.0310765 | val_loss: 0.0312312 | Time: 2890.26 ms [2021-09-28 22:52:28 main:574] : INFO : Epoch 1689 | loss: 0.0310772 | val_loss: 0.0312334 | Time: 2874.43 ms [2021-09-28 22:52:31 main:574] : INFO : Epoch 1690 | loss: 0.0310723 | val_loss: 0.031236 | Time: 2929.22 ms [2021-09-28 22:52:54 main:574] : INFO : Epoch 1691 | loss: 0.0310703 | val_loss: 0.0312288 | Time: 22804.9 ms [2021-09-28 22:52:57 main:574] : INFO : Epoch 1692 | loss: 0.0310789 | val_loss: 0.0312181 | Time: 2867.44 ms [2021-09-28 22:53:00 main:574] : INFO : Epoch 1693 | loss: 0.0311169 | val_loss: 0.0312006 | Time: 2909.93 ms [2021-09-28 22:53:23 main:574] : INFO : Epoch 1694 | loss: 0.0311328 | val_loss: 0.0312036 | Time: 22862 ms [2021-09-28 22:53:26 main:574] : INFO : Epoch 1695 | loss: 0.0311161 | val_loss: 0.0312044 | Time: 2898.2 ms [2021-09-28 22:53:29 main:574] : INFO : Epoch 1696 | loss: 0.0311015 | val_loss: 0.0312193 | Time: 2931.07 ms [2021-09-28 22:53:32 main:574] : INFO : Epoch 1697 | loss: 0.0310947 | val_loss: 0.031215 | Time: 2846.63 ms [2021-09-28 22:53:55 main:574] : INFO : Epoch 1698 | loss: 0.031088 | val_loss: 0.0312333 | Time: 22823 ms [2021-09-28 22:53:58 main:574] : INFO : Epoch 1699 | loss: 0.031092 | val_loss: 0.031221 | Time: 2849.54 ms [2021-09-28 22:54:01 main:574] : INFO : Epoch 1700 | loss: 0.0310923 | val_loss: 0.0312251 | Time: 2858.44 ms [2021-09-28 22:54:24 main:574] : INFO : Epoch 1701 | loss: 0.0310839 | val_loss: 0.0312144 | Time: 22858.6 ms [2021-09-28 22:54:27 main:574] : INFO : Epoch 1702 | loss: 0.0310779 | val_loss: 0.0312133 | Time: 2836.05 ms [2021-09-28 22:54:30 main:574] : INFO : Epoch 1703 | loss: 0.0310747 | val_loss: 0.0312279 | Time: 2922.19 ms [2021-09-28 22:54:34 main:574] : INFO : Epoch 1704 | loss: 0.0310833 | val_loss: 0.0312196 | Time: 2869.08 ms [2021-09-28 22:54:37 main:574] : INFO : Epoch 1705 | loss: 0.0310771 | val_loss: 0.0312299 | Time: 2891.71 ms [2021-09-28 22:54:40 main:574] : INFO : Epoch 1706 | loss: 0.0310736 | val_loss: 0.0312219 | Time: 2912.93 ms [2021-09-28 22:54:43 main:574] : INFO : Epoch 1707 | loss: 0.0310701 | val_loss: 0.0312226 | Time: 2851.84 ms [2021-09-28 22:54:46 main:574] : INFO : Epoch 1708 | loss: 0.0310753 | val_loss: 0.0312288 | Time: 2881.23 ms [2021-09-28 22:54:49 main:574] : INFO : Epoch 1709 | loss: 0.0310793 | val_loss: 0.0312132 | Time: 2854.52 ms [2021-09-28 22:54:52 main:574] : INFO : Epoch 1710 | loss: 0.0310778 | val_loss: 0.0312192 | Time: 2868.32 ms [2021-09-28 22:54:55 main:574] : INFO : Epoch 1711 | loss: 0.0310723 | val_loss: 0.0312236 | Time: 2965.55 ms [2021-09-28 22:54:58 main:574] : INFO : Epoch 1712 | loss: 0.0310772 | val_loss: 0.031219 | Time: 2904.73 ms [2021-09-28 22:55:01 main:574] : INFO : Epoch 1713 | loss: 0.0310762 | val_loss: 0.0312209 | Time: 2925.25 ms [2021-09-28 22:55:24 main:574] : INFO : Epoch 1714 | loss: 0.0310878 | val_loss: 0.0312013 | Time: 22818.5 ms [2021-09-28 22:55:27 main:574] : INFO : Epoch 1715 | loss: 0.0310889 | val_loss: 0.0312166 | Time: 2880.74 ms [2021-09-28 22:55:31 main:574] : INFO : Epoch 1716 | loss: 0.0310785 | val_loss: 0.0312303 | Time: 2922.55 ms [2021-09-28 22:55:34 main:574] : INFO : Epoch 1717 | loss: 0.0310795 | val_loss: 0.0312018 | Time: 2921.13 ms [2021-09-28 22:55:37 main:574] : INFO : Epoch 1718 | loss: 0.0310762 | val_loss: 0.0312191 | Time: 2938.35 ms [2021-09-28 22:55:40 main:574] : INFO : Epoch 1719 | loss: 0.0310771 | val_loss: 0.0312279 | Time: 2899.69 ms [2021-09-28 22:55:43 main:574] : INFO : Epoch 1720 | loss: 0.0310762 | val_loss: 0.0312289 | Time: 2845.72 ms [2021-09-28 22:55:45 main:574] : INFO : Epoch 1721 | loss: 0.0310744 | val_loss: 0.0312307 | Time: 2858.66 ms [2021-09-28 22:55:48 main:574] : INFO : Epoch 1722 | loss: 0.0310737 | val_loss: 0.0312147 | Time: 2925.4 ms [2021-09-28 22:55:52 main:574] : INFO : Epoch 1723 | loss: 0.0310691 | val_loss: 0.03125 | Time: 2923.99 ms [2021-09-28 22:55:55 main:574] : INFO : Epoch 1724 | loss: 0.0310655 | val_loss: 0.0312221 | Time: 2879.9 ms [2021-09-28 22:55:58 main:574] : INFO : Epoch 1725 | loss: 0.0310618 | val_loss: 0.0312252 | Time: 2927.48 ms [2021-09-28 22:56:01 main:574] : INFO : Epoch 1726 | loss: 0.0310686 | val_loss: 0.0312229 | Time: 2923.88 ms [2021-09-28 22:56:24 main:574] : INFO : Epoch 1727 | loss: 0.0310769 | val_loss: 0.0312083 | Time: 22928.9 ms [2021-09-28 22:56:27 main:574] : INFO : Epoch 1728 | loss: 0.0310996 | val_loss: 0.0312045 | Time: 2888.41 ms [2021-09-28 22:56:30 main:574] : INFO : Epoch 1729 | loss: 0.031086 | val_loss: 0.0312124 | Time: 2900.71 ms [2021-09-28 22:56:33 main:574] : INFO : Epoch 1730 | loss: 0.0310781 | val_loss: 0.0312232 | Time: 2928.83 ms [2021-09-28 22:56:36 main:574] : INFO : Epoch 1731 | loss: 0.0310735 | val_loss: 0.031207 | Time: 2893.67 ms [2021-09-28 22:56:39 main:574] : INFO : Epoch 1732 | loss: 0.0310731 | val_loss: 0.0312273 | Time: 2912.9 ms [2021-09-28 22:56:42 main:574] : INFO : Epoch 1733 | loss: 0.0310731 | val_loss: 0.0312355 | Time: 2880.06 ms [2021-09-28 22:56:45 main:574] : INFO : Epoch 1734 | loss: 0.0310745 | val_loss: 0.0312197 | Time: 2902.28 ms [2021-09-28 22:56:48 main:574] : INFO : Epoch 1735 | loss: 0.031077 | val_loss: 0.0312284 | Time: 2892.48 ms [2021-09-28 22:56:51 main:574] : INFO : Epoch 1736 | loss: 0.0310723 | val_loss: 0.0312292 | Time: 2886.13 ms [2021-09-28 22:57:14 main:574] : INFO : Epoch 1737 | loss: 0.0310771 | val_loss: 0.0312208 | Time: 22940 ms [2021-09-28 22:57:17 main:574] : INFO : Epoch 1738 | loss: 0.031073 | val_loss: 0.0312222 | Time: 2934.73 ms [2021-09-28 22:57:20 main:574] : INFO : Epoch 1739 | loss: 0.0310744 | val_loss: 0.0312312 | Time: 2902.79 ms [2021-09-28 22:57:23 main:574] : INFO : Epoch 1740 | loss: 0.0310678 | val_loss: 0.0312316 | Time: 2893.31 ms [2021-09-28 22:57:26 main:574] : INFO : Epoch 1741 | loss: 0.0310661 | val_loss: 0.0312228 | Time: 2889.73 ms [2021-09-28 22:57:29 main:574] : INFO : Epoch 1742 | loss: 0.031068 | val_loss: 0.0312325 | Time: 2874.9 ms [2021-09-28 22:57:32 main:574] : INFO : Epoch 1743 | loss: 0.0310836 | val_loss: 0.031232 | Time: 2906.24 ms [2021-09-28 22:57:35 main:574] : INFO : Epoch 1744 | loss: 0.0310759 | val_loss: 0.0312118 | Time: 2836.99 ms [2021-09-28 22:57:38 main:574] : INFO : Epoch 1745 | loss: 0.0310762 | val_loss: 0.0312409 | Time: 2922.06 ms [2021-09-28 22:57:41 main:574] : INFO : Epoch 1746 | loss: 0.0310729 | val_loss: 0.0312049 | Time: 2848.67 ms [2021-09-28 22:57:44 main:574] : INFO : Epoch 1747 | loss: 0.0310733 | val_loss: 0.0312339 | Time: 2836.48 ms [2021-09-28 22:57:47 main:574] : INFO : Epoch 1748 | loss: 0.0310726 | val_loss: 0.0312159 | Time: 2875.4 ms [2021-09-28 22:57:49 main:574] : INFO : Epoch 1749 | loss: 0.0310902 | val_loss: 0.0312184 | Time: 2879.03 ms [2021-09-28 22:57:53 main:574] : INFO : Epoch 1750 | loss: 0.0310829 | val_loss: 0.031214 | Time: 2876.39 ms [2021-09-28 22:57:56 main:574] : INFO : Epoch 1751 | loss: 0.0310781 | val_loss: 0.0312163 | Time: 2843.91 ms [2021-09-28 22:57:59 main:574] : INFO : Epoch 1752 | loss: 0.0310708 | val_loss: 0.0312324 | Time: 2852.99 ms [2021-09-28 22:58:02 main:574] : INFO : Epoch 1753 | loss: 0.0310733 | val_loss: 0.031242 | Time: 2889.16 ms [2021-09-28 22:58:24 main:574] : INFO : Epoch 1754 | loss: 0.0310669 | val_loss: 0.0312194 | Time: 22838.3 ms [2021-09-28 22:58:27 main:574] : INFO : Epoch 1755 | loss: 0.0310638 | val_loss: 0.0312274 | Time: 2919.39 ms [2021-09-28 22:58:30 main:574] : INFO : Epoch 1756 | loss: 0.0310643 | val_loss: 0.0312216 | Time: 2885.06 ms [2021-09-28 22:58:44 main:574] : INFO : Epoch 1757 | loss: 0.0310679 | val_loss: 0.0312365 | Time: 12967 ms [2021-09-28 22:58:47 main:574] : INFO : Epoch 1758 | loss: 0.031069 | val_loss: 0.03121 | Time: 2839.91 ms [2021-09-28 22:58:50 main:574] : INFO : Epoch 1759 | loss: 0.0310674 | val_loss: 0.0312536 | Time: 2837.2 ms [2021-09-28 22:58:52 main:574] : INFO : Epoch 1760 | loss: 0.0310632 | val_loss: 0.0312399 | Time: 2887.16 ms [2021-09-28 22:58:55 main:574] : INFO : Epoch 1761 | loss: 0.0310655 | val_loss: 0.0312476 | Time: 2881.56 ms [2021-09-28 22:58:58 main:574] : INFO : Epoch 1762 | loss: 0.0310677 | val_loss: 0.0312238 | Time: 2877.79 ms [2021-09-28 22:59:01 main:574] : INFO : Epoch 1763 | loss: 0.0310662 | val_loss: 0.0312385 | Time: 2867.1 ms [2021-09-28 22:59:25 main:574] : INFO : Epoch 1764 | loss: 0.031069 | val_loss: 0.03122 | Time: 23006.4 ms [2021-09-28 22:59:28 main:574] : INFO : Epoch 1765 | loss: 0.0310714 | val_loss: 0.0312202 | Time: 2900.26 ms [2021-09-28 22:59:31 main:574] : INFO : Epoch 1766 | loss: 0.0310728 | val_loss: 0.0312497 | Time: 2887.8 ms [2021-09-28 22:59:34 main:574] : INFO : Epoch 1767 | loss: 0.0310731 | val_loss: 0.031224 | Time: 2924.32 ms [2021-09-28 22:59:37 main:574] : INFO : Epoch 1768 | loss: 0.0310734 | val_loss: 0.0312079 | Time: 2916.83 ms [2021-09-28 22:59:40 main:574] : INFO : Epoch 1769 | loss: 0.0310683 | val_loss: 0.0312171 | Time: 2847.8 ms [2021-09-28 22:59:42 main:574] : INFO : Epoch 1770 | loss: 0.031069 | val_loss: 0.0312134 | Time: 2896.98 ms [2021-09-28 22:59:45 main:574] : INFO : Epoch 1771 | loss: 0.0310691 | val_loss: 0.0312585 | Time: 2857.74 ms [2021-09-28 22:59:48 main:574] : INFO : Epoch 1772 | loss: 0.0310684 | val_loss: 0.0312146 | Time: 2880.25 ms [2021-09-28 22:59:51 main:574] : INFO : Epoch 1773 | loss: 0.0310643 | val_loss: 0.0312166 | Time: 2844.77 ms [2021-09-28 22:59:54 main:574] : INFO : Epoch 1774 | loss: 0.0310655 | val_loss: 0.031245 | Time: 2852.22 ms [2021-09-28 22:59:57 main:574] : INFO : Epoch 1775 | loss: 0.0310755 | val_loss: 0.0312166 | Time: 2911.46 ms [2021-09-28 23:00:00 main:574] : INFO : Epoch 1776 | loss: 0.0310627 | val_loss: 0.0312259 | Time: 2885.15 ms [2021-09-28 23:00:03 main:574] : INFO : Epoch 1777 | loss: 0.0310632 | val_loss: 0.0312222 | Time: 2872.67 ms [2021-09-28 23:00:16 main:574] : INFO : Epoch 1778 | loss: 0.0310646 | val_loss: 0.0312295 | Time: 12830 ms [2021-09-28 23:00:19 main:574] : INFO : Epoch 1779 | loss: 0.031068 | val_loss: 0.0312318 | Time: 2906.44 ms [2021-09-28 23:00:22 main:574] : INFO : Epoch 1780 | loss: 0.0310714 | val_loss: 0.0312359 | Time: 2946.49 ms [2021-09-28 23:00:35 main:574] : INFO : Epoch 1781 | loss: 0.0310663 | val_loss: 0.031214 | Time: 12754.4 ms [2021-09-28 23:00:38 main:574] : INFO : Epoch 1782 | loss: 0.0310743 | val_loss: 0.0312345 | Time: 2932.19 ms [2021-09-28 23:00:41 main:574] : INFO : Epoch 1783 | loss: 0.0310723 | val_loss: 0.0312285 | Time: 2896.57 ms [2021-09-28 23:00:44 main:574] : INFO : Epoch 1784 | loss: 0.0310658 | val_loss: 0.0312186 | Time: 2894.53 ms [2021-09-28 23:00:47 main:574] : INFO : Epoch 1785 | loss: 0.0310639 | val_loss: 0.0312501 | Time: 2894.66 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 745) [2021-09-29 01:39:44 main:435] : INFO : Set logging level to 1 [2021-09-29 01:39:44 main:441] : INFO : Running in BOINC Client mode [2021-09-29 01:39:44 main:444] : INFO : Resolving all filenames [2021-09-29 01:39:44 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-29 01:39:45 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631731801-21063-1_0_r34625139_1 (exists = 1) [2021-09-29 01:39:45 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631731801-21063-1_0_r34625139_0 (exists = 0) [2021-09-29 01:39:45 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631731801-21063-1 (exists = 1) [2021-09-29 01:39:45 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-29 01:39:45 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-29 01:39:45 main:474] : INFO : Configuration: [2021-09-29 01:39:46 main:475] : INFO : Model type: GRU [2021-09-29 01:39:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-29 01:39:46 main:477] : INFO : Max Epochs: 2048 [2021-09-29 01:39:46 main:478] : INFO : Batch Size: 128 [2021-09-29 01:39:46 main:479] : INFO : Learning Rate: 0.01 [2021-09-29 01:39:46 main:480] : INFO : Patience: 10 [2021-09-29 01:39:46 main:481] : INFO : Hidden Width: 12 [2021-09-29 01:39:46 main:482] : INFO : # Recurrent Layers: 4 [2021-09-29 01:39:46 main:483] : INFO : # Backend Layers: 4 [2021-09-29 01:39:46 main:484] : INFO : # Threads: 1 [2021-09-29 01:39:47 main:486] : INFO : Preparing Dataset [2021-09-29 01:39:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 01:39:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 01:40:22 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-29 01:40:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 01:40:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 01:40:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-29 01:40:23 main:494] : INFO : Creating Model [2021-09-29 01:40:23 main:507] : INFO : Preparing config file [2021-09-29 01:40:24 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-29 01:40:24 main:512] : INFO : Loading config [2021-09-29 01:40:24 main:514] : INFO : Loading state [2021-09-29 01:40:26 main:559] : INFO : Loading DataLoader into Memory [2021-09-29 01:40:27 main:562] : INFO : Starting Training [2021-09-29 01:40:41 main:574] : INFO : Epoch 1778 | loss: 0.0311508 | val_loss: 0.0312165 | Time: 14208.9 ms [2021-09-29 01:40:44 main:574] : INFO : Epoch 1779 | loss: 0.0310846 | val_loss: 0.0312225 | Time: 3045.24 ms [2021-09-29 01:40:48 main:574] : INFO : Epoch 1780 | loss: 0.0310784 | val_loss: 0.031229 | Time: 3438.61 ms [2021-09-29 01:41:02 main:574] : INFO : Epoch 1781 | loss: 0.0310722 | val_loss: 0.0312372 | Time: 13354.2 ms [2021-09-29 01:41:05 main:574] : INFO : Epoch 1782 | loss: 0.0310643 | val_loss: 0.0312291 | Time: 3529.1 ms [2021-09-29 01:41:09 main:574] : INFO : Epoch 1783 | loss: 0.0310622 | val_loss: 0.0312335 | Time: 3031.45 ms [2021-09-29 01:41:22 main:574] : INFO : Epoch 1784 | loss: 0.0310671 | val_loss: 0.0312337 | Time: 13089.7 ms [2021-09-29 01:41:25 main:574] : INFO : Epoch 1785 | loss: 0.0310686 | val_loss: 0.0312323 | Time: 2927.19 ms [2021-09-29 01:41:28 main:574] : INFO : Epoch 1786 | loss: 0.031073 | val_loss: 0.0312307 | Time: 2947.8 ms [2021-09-29 01:41:31 main:574] : INFO : Epoch 1787 | loss: 0.0310641 | val_loss: 0.03123 | Time: 3006.47 ms [2021-09-29 01:41:35 main:574] : INFO : Epoch 1788 | loss: 0.0310629 | val_loss: 0.0312377 | Time: 3033.14 ms [2021-09-29 01:41:38 main:574] : INFO : Epoch 1789 | loss: 0.0310658 | val_loss: 0.0312351 | Time: 3150.53 ms [2021-09-29 01:41:51 main:574] : INFO : Epoch 1790 | loss: 0.0310609 | val_loss: 0.0312329 | Time: 12937.8 ms [2021-09-29 01:41:54 main:574] : INFO : Epoch 1791 | loss: 0.031067 | val_loss: 0.0312392 | Time: 2936.26 ms [2021-09-29 01:41:58 main:574] : INFO : Epoch 1792 | loss: 0.0310692 | val_loss: 0.0312196 | Time: 3040.57 ms [2021-09-29 01:42:21 main:574] : INFO : Epoch 1793 | loss: 0.031068 | val_loss: 0.0312341 | Time: 23110.3 ms [2021-09-29 01:42:24 main:574] : INFO : Epoch 1794 | loss: 0.0310692 | val_loss: 0.0312218 | Time: 2962.89 ms [2021-09-29 01:42:27 main:574] : INFO : Epoch 1795 | loss: 0.0310733 | val_loss: 0.0312265 | Time: 2879.52 ms [2021-09-29 01:42:30 main:574] : INFO : Epoch 1796 | loss: 0.0310652 | val_loss: 0.0312304 | Time: 3010.19 ms [2021-09-29 01:42:33 main:574] : INFO : Epoch 1797 | loss: 0.0310626 | val_loss: 0.0312379 | Time: 3074.07 ms [2021-09-29 01:42:37 main:574] : INFO : Epoch 1798 | loss: 0.0310589 | val_loss: 0.0312205 | Time: 3007.67 ms [2021-09-29 01:42:40 main:574] : INFO : Epoch 1799 | loss: 0.0310561 | val_loss: 0.0312407 | Time: 3003.22 ms [2021-09-29 01:42:43 main:574] : INFO : Epoch 1800 | loss: 0.0310595 | val_loss: 0.0312408 | Time: 2961.67 ms [2021-09-29 01:42:46 main:574] : INFO : Epoch 1801 | loss: 0.031064 | val_loss: 0.0312322 | Time: 2999.76 ms [2021-09-29 01:42:49 main:574] : INFO : Epoch 1802 | loss: 0.0310611 | val_loss: 0.0312371 | Time: 2960.01 ms [2021-09-29 01:42:52 main:574] : INFO : Epoch 1803 | loss: 0.0310547 | val_loss: 0.0312266 | Time: 2904.71 ms [2021-09-29 01:42:55 main:574] : INFO : Epoch 1804 | loss: 0.0310636 | val_loss: 0.0312424 | Time: 2921.13 ms [2021-09-29 01:42:58 main:574] : INFO : Epoch 1805 | loss: 0.0310618 | val_loss: 0.0312211 | Time: 2998.62 ms [2021-09-29 01:43:31 main:574] : INFO : Epoch 1806 | loss: 0.0310641 | val_loss: 0.0312269 | Time: 33104.4 ms [2021-09-29 01:43:34 main:574] : INFO : Epoch 1807 | loss: 0.0310582 | val_loss: 0.0312325 | Time: 2848.9 ms [2021-09-29 01:43:38 main:574] : INFO : Epoch 1808 | loss: 0.0310612 | val_loss: 0.0312599 | Time: 3006.95 ms [2021-09-29 01:43:41 main:574] : INFO : Epoch 1809 | loss: 0.0310622 | val_loss: 0.0312311 | Time: 2942.05 ms [2021-09-29 01:43:44 main:574] : INFO : Epoch 1810 | loss: 0.0310719 | val_loss: 0.0312457 | Time: 2955.33 ms [2021-09-29 01:43:47 main:574] : INFO : Epoch 1811 | loss: 0.0310645 | val_loss: 0.031222 | Time: 2917.02 ms [2021-09-29 01:43:50 main:574] : INFO : Epoch 1812 | loss: 0.0310613 | val_loss: 0.0312384 | Time: 2954.86 ms [2021-09-29 01:43:53 main:574] : INFO : Epoch 1813 | loss: 0.0310591 | val_loss: 0.0312408 | Time: 3011.03 ms [2021-09-29 01:43:56 main:574] : INFO : Epoch 1814 | loss: 0.0310689 | val_loss: 0.03123 | Time: 3006.44 ms [2021-09-29 01:43:59 main:574] : INFO : Epoch 1815 | loss: 0.031134 | val_loss: 0.0311893 | Time: 3035.92 ms [2021-09-29 01:44:22 main:574] : INFO : Epoch 1816 | loss: 0.0311343 | val_loss: 0.0311887 | Time: 23041.4 ms [2021-09-29 01:44:25 main:574] : INFO : Epoch 1817 | loss: 0.0311261 | val_loss: 0.0311919 | Time: 3039.68 ms [2021-09-29 01:44:29 main:574] : INFO : Epoch 1818 | loss: 0.0311118 | val_loss: 0.0312073 | Time: 2951.21 ms [2021-09-29 01:44:32 main:574] : INFO : Epoch 1819 | loss: 0.0311015 | val_loss: 0.0312064 | Time: 3023.13 ms [2021-09-29 01:44:35 main:574] : INFO : Epoch 1820 | loss: 0.0310893 | val_loss: 0.0312163 | Time: 3066.08 ms [2021-09-29 01:44:38 main:574] : INFO : Epoch 1821 | loss: 0.0310836 | val_loss: 0.0312176 | Time: 2928.82 ms [2021-09-29 01:44:41 main:574] : INFO : Epoch 1822 | loss: 0.0310748 | val_loss: 0.0312347 | Time: 3055.93 ms [2021-09-29 01:44:44 main:574] : INFO : Epoch 1823 | loss: 0.0310666 | val_loss: 0.0312175 | Time: 2972.4 ms [2021-09-29 01:44:48 main:574] : INFO : Epoch 1824 | loss: 0.0310654 | val_loss: 0.03124 | Time: 3051.61 ms [2021-09-29 01:44:51 main:574] : INFO : Epoch 1825 | loss: 0.0310652 | val_loss: 0.031227 | Time: 3137.86 ms [2021-09-29 01:44:54 main:574] : INFO : Epoch 1826 | loss: 0.0310635 | val_loss: 0.0312237 | Time: 3166.03 ms [2021-09-29 01:44:57 main:574] : INFO : Epoch 1827 | loss: 0.0310667 | val_loss: 0.0312157 | Time: 3169.45 ms [2021-09-29 01:45:00 main:574] : INFO : Epoch 1828 | loss: 0.0310738 | val_loss: 0.0312433 | Time: 2965.73 ms [2021-09-29 01:45:24 main:574] : INFO : Epoch 1829 | loss: 0.031066 | val_loss: 0.0312145 | Time: 22999.8 ms [2021-09-29 01:45:27 main:574] : INFO : Epoch 1830 | loss: 0.0310652 | val_loss: 0.031238 | Time: 2962.55 ms [2021-09-29 01:45:30 main:574] : INFO : Epoch 1831 | loss: 0.0310711 | val_loss: 0.0312145 | Time: 2885.46 ms [2021-09-29 01:45:33 main:574] : INFO : Epoch 1832 | loss: 0.0310625 | val_loss: 0.0312316 | Time: 3078.25 ms [2021-09-29 01:45:36 main:574] : INFO : Epoch 1833 | loss: 0.031064 | val_loss: 0.0312236 | Time: 3020.6 ms [2021-09-29 01:45:39 main:574] : INFO : Epoch 1834 | loss: 0.0310608 | val_loss: 0.0312351 | Time: 2905.69 ms [2021-09-29 01:45:42 main:574] : INFO : Epoch 1835 | loss: 0.0310604 | val_loss: 0.0312354 | Time: 3058.64 ms [2021-09-29 01:45:45 main:574] : INFO : Epoch 1836 | loss: 0.0310568 | val_loss: 0.0312275 | Time: 3087.06 ms [2021-09-29 01:45:49 main:574] : INFO : Epoch 1837 | loss: 0.0310646 | val_loss: 0.0312445 | Time: 2969.49 ms [2021-09-29 01:45:52 main:574] : INFO : Epoch 1838 | loss: 0.0310669 | val_loss: 0.0312403 | Time: 3024.3 ms [2021-09-29 01:45:55 main:574] : INFO : Epoch 1839 | loss: 0.0310655 | val_loss: 0.0312298 | Time: 2884.21 ms [2021-09-29 01:45:58 main:574] : INFO : Epoch 1840 | loss: 0.0310654 | val_loss: 0.0312255 | Time: 3004.13 ms [2021-09-29 01:46:01 main:574] : INFO : Epoch 1841 | loss: 0.0310686 | val_loss: 0.0312463 | Time: 2943.17 ms [2021-09-29 01:46:24 main:574] : INFO : Epoch 1842 | loss: 0.0310624 | val_loss: 0.0312239 | Time: 2948.5 ms [2021-09-29 01:46:27 main:574] : INFO : Epoch 1843 | loss: 0.0310644 | val_loss: 0.0312264 | Time: 2927.74 ms [2021-09-29 01:46:30 main:574] : INFO : Epoch 1844 | loss: 0.0310602 | val_loss: 0.0312325 | Time: 2916.32 ms [2021-09-29 01:46:33 main:574] : INFO : Epoch 1845 | loss: 0.0310591 | val_loss: 0.031235 | Time: 2939.04 ms [2021-09-29 01:46:36 main:574] : INFO : Epoch 1846 | loss: 0.0310676 | val_loss: 0.0312297 | Time: 2944.47 ms [2021-09-29 01:46:39 main:574] : INFO : Epoch 1847 | loss: 0.0310656 | val_loss: 0.0312479 | Time: 2935.47 ms [2021-09-29 01:46:52 main:574] : INFO : Epoch 1848 | loss: 0.0310761 | val_loss: 0.0312328 | Time: 12884.1 ms [2021-09-29 01:46:55 main:574] : INFO : Epoch 1849 | loss: 0.0310727 | val_loss: 0.0312163 | Time: 2939.36 ms [2021-09-29 01:46:58 main:574] : INFO : Epoch 1850 | loss: 0.0310621 | val_loss: 0.0312391 | Time: 2944.4 ms [2021-09-29 01:47:21 main:574] : INFO : Epoch 1851 | loss: 0.0310588 | val_loss: 0.0312284 | Time: 22948.4 ms [2021-09-29 01:47:24 main:574] : INFO : Epoch 1852 | loss: 0.0310622 | val_loss: 0.0312346 | Time: 2937.5 ms [2021-09-29 01:47:27 main:574] : INFO : Epoch 1853 | loss: 0.0310628 | val_loss: 0.0312213 | Time: 2944.3 ms [2021-09-29 01:47:31 main:574] : INFO : Epoch 1854 | loss: 0.0310613 | val_loss: 0.0312512 | Time: 2945.3 ms [2021-09-29 01:47:34 main:574] : INFO : Epoch 1855 | loss: 0.0310592 | val_loss: 0.0312317 | Time: 2947.35 ms [2021-09-29 01:47:37 main:574] : INFO : Epoch 1856 | loss: 0.0310594 | val_loss: 0.0312243 | Time: 2942.66 ms [2021-09-29 01:47:40 main:574] : INFO : Epoch 1857 | loss: 0.0310616 | val_loss: 0.0312335 | Time: 2952.96 ms [2021-09-29 01:47:43 main:574] : INFO : Epoch 1858 | loss: 0.0310621 | val_loss: 0.0312364 | Time: 3021.92 ms [2021-09-29 01:47:46 main:574] : INFO : Epoch 1859 | loss: 0.0310566 | val_loss: 0.0312327 | Time: 2979.78 ms [2021-09-29 01:47:49 main:574] : INFO : Epoch 1860 | loss: 0.0310613 | val_loss: 0.0312228 | Time: 2988.05 ms [2021-09-29 01:47:52 main:574] : INFO : Epoch 1861 | loss: 0.0310602 | val_loss: 0.031244 | Time: 2964.37 ms [2021-09-29 01:47:55 main:574] : INFO : Epoch 1862 | loss: 0.0310622 | val_loss: 0.031226 | Time: 2986.62 ms [2021-09-29 01:47:58 main:574] : INFO : Epoch 1863 | loss: 0.0310574 | val_loss: 0.031245 | Time: 2956.93 ms [2021-09-29 01:48:22 main:574] : INFO : Epoch 1864 | loss: 0.0310575 | val_loss: 0.0312445 | Time: 23209.2 ms [2021-09-29 01:48:25 main:574] : INFO : Epoch 1865 | loss: 0.0310594 | val_loss: 0.0312292 | Time: 2924.04 ms [2021-09-29 01:48:28 main:574] : INFO : Epoch 1866 | loss: 0.0310669 | val_loss: 0.031225 | Time: 2893.24 ms [2021-09-29 01:48:31 main:574] : INFO : Epoch 1867 | loss: 0.0310669 | val_loss: 0.0312346 | Time: 3086.18 ms [2021-09-29 01:48:34 main:574] : INFO : Epoch 1868 | loss: 0.0310667 | val_loss: 0.0312186 | Time: 2907.94 ms [2021-09-29 01:48:37 main:574] : INFO : Epoch 1869 | loss: 0.0310671 | val_loss: 0.0312473 | Time: 3011.15 ms [2021-09-29 01:48:41 main:574] : INFO : Epoch 1870 | loss: 0.0310696 | val_loss: 0.0312129 | Time: 2970.28 ms [2021-09-29 01:48:44 main:574] : INFO : Epoch 1871 | loss: 0.0310697 | val_loss: 0.031224 | Time: 2980.19 ms [2021-09-29 01:48:47 main:574] : INFO : Epoch 1872 | loss: 0.0310703 | val_loss: 0.0312333 | Time: 2936.77 ms [2021-09-29 01:48:50 main:574] : INFO : Epoch 1873 | loss: 0.0310723 | val_loss: 0.0312323 | Time: 3019.48 ms [2021-09-29 01:48:53 main:574] : INFO : Epoch 1874 | loss: 0.0310716 | val_loss: 0.0312254 | Time: 2997.5 ms [2021-09-29 01:48:57 main:574] : INFO : Epoch 1875 | loss: 0.031065 | val_loss: 0.0312372 | Time: 3149.71 ms [2021-09-29 01:49:00 main:574] : INFO : Epoch 1876 | loss: 0.03108 | val_loss: 0.0312297 | Time: 2962.3 ms [2021-09-29 01:49:23 main:574] : INFO : Epoch 1877 | loss: 0.031078 | val_loss: 0.0312486 | Time: 23211.4 ms [2021-09-29 01:49:26 main:574] : INFO : Epoch 1878 | loss: 0.0310661 | val_loss: 0.0312418 | Time: 2898.28 ms [2021-09-29 01:49:29 main:574] : INFO : Epoch 1879 | loss: 0.0310696 | val_loss: 0.0312364 | Time: 3015.09 ms [2021-09-29 01:49:33 main:574] : INFO : Epoch 1880 | loss: 0.0310739 | val_loss: 0.0312306 | Time: 3150.49 ms [2021-09-29 01:49:36 main:574] : INFO : Epoch 1881 | loss: 0.0310669 | val_loss: 0.0312525 | Time: 3024.01 ms [2021-09-29 01:49:39 main:574] : INFO : Epoch 1882 | loss: 0.0310593 | val_loss: 0.0312238 | Time: 2969.66 ms [2021-09-29 01:49:42 main:574] : INFO : Epoch 1883 | loss: 0.0310557 | val_loss: 0.0312337 | Time: 3030.35 ms [2021-09-29 01:49:46 main:574] : INFO : Epoch 1884 | loss: 0.0310589 | val_loss: 0.0312377 | Time: 3108.49 ms [2021-09-29 01:49:49 main:574] : INFO : Epoch 1885 | loss: 0.0310581 | val_loss: 0.0312481 | Time: 3114.96 ms [2021-09-29 01:49:52 main:574] : INFO : Epoch 1886 | loss: 0.0310607 | val_loss: 0.0312412 | Time: 3096.52 ms [2021-09-29 01:49:55 main:574] : INFO : Epoch 1887 | loss: 0.0310697 | val_loss: 0.0312308 | Time: 3063.28 ms [2021-09-29 01:49:58 main:574] : INFO : Epoch 1888 | loss: 0.031063 | val_loss: 0.0312439 | Time: 2984.95 ms [2021-09-29 01:50:22 main:574] : INFO : Epoch 1889 | loss: 0.0310608 | val_loss: 0.0312358 | Time: 23326.7 ms [2021-09-29 01:50:25 main:574] : INFO : Epoch 1890 | loss: 0.0310565 | val_loss: 0.0312327 | Time: 3050.68 ms [2021-09-29 01:50:28 main:574] : INFO : Epoch 1891 | loss: 0.0310608 | val_loss: 0.0312503 | Time: 2971.9 ms [2021-09-29 01:50:32 main:574] : INFO : Epoch 1892 | loss: 0.0310585 | val_loss: 0.0312273 | Time: 2948.95 ms [2021-09-29 01:50:35 main:574] : INFO : Epoch 1893 | loss: 0.0310513 | val_loss: 0.0312372 | Time: 3061.7 ms [2021-09-29 01:50:38 main:574] : INFO : Epoch 1894 | loss: 0.031063 | val_loss: 0.0312474 | Time: 2936.52 ms [2021-09-29 01:50:41 main:574] : INFO : Epoch 1895 | loss: 0.0310594 | val_loss: 0.0312345 | Time: 3006.41 ms [2021-09-29 01:50:44 main:574] : INFO : Epoch 1896 | loss: 0.0310526 | val_loss: 0.0312441 | Time: 2889.44 ms [2021-09-29 01:50:47 main:574] : INFO : Epoch 1897 | loss: 0.0310738 | val_loss: 0.0312333 | Time: 2977.45 ms [2021-09-29 01:50:50 main:574] : INFO : Epoch 1898 | loss: 0.0310803 | val_loss: 0.0312265 | Time: 2912.16 ms [2021-09-29 01:50:53 main:574] : INFO : Epoch 1899 | loss: 0.0310682 | val_loss: 0.0312361 | Time: 3086.21 ms [2021-09-29 01:50:56 main:574] : INFO : Epoch 1900 | loss: 0.0310635 | val_loss: 0.0312371 | Time: 2976.12 ms [2021-09-29 01:51:00 main:574] : INFO : Epoch 1901 | loss: 0.0310668 | val_loss: 0.0312295 | Time: 2920.96 ms [2021-09-29 01:51:23 main:574] : INFO : Epoch 1902 | loss: 0.0310663 | val_loss: 0.0312313 | Time: 22996.4 ms [2021-09-29 01:51:26 main:574] : INFO : Epoch 1903 | loss: 0.0310636 | val_loss: 0.0312519 | Time: 2900.32 ms [2021-09-29 01:51:29 main:574] : INFO : Epoch 1904 | loss: 0.031057 | val_loss: 0.0312264 | Time: 3034.37 ms [2021-09-29 01:51:32 main:574] : INFO : Epoch 1905 | loss: 0.0310542 | val_loss: 0.0312478 | Time: 2964.01 ms [2021-09-29 01:51:35 main:574] : INFO : Epoch 1906 | loss: 0.0310623 | val_loss: 0.0312271 | Time: 3089.63 ms [2021-09-29 01:51:38 main:574] : INFO : Epoch 1907 | loss: 0.0310659 | val_loss: 0.031248 | Time: 2965.28 ms [2021-09-29 01:51:41 main:574] : INFO : Epoch 1908 | loss: 0.0310586 | val_loss: 0.0312347 | Time: 2976.47 ms [2021-09-29 01:51:55 main:574] : INFO : Epoch 1909 | loss: 0.0310531 | val_loss: 0.0312467 | Time: 2925.94 ms [2021-09-29 01:51:58 main:574] : INFO : Epoch 1910 | loss: 0.0310581 | val_loss: 0.0312221 | Time: 2925.34 ms [2021-09-29 01:52:01 main:574] : INFO : Epoch 1911 | loss: 0.0310536 | val_loss: 0.0312514 | Time: 3278.33 ms [2021-09-29 01:52:24 main:574] : INFO : Epoch 1912 | loss: 0.031063 | val_loss: 0.0312422 | Time: 22927 ms [2021-09-29 01:52:27 main:574] : INFO : Epoch 1913 | loss: 0.0310645 | val_loss: 0.0312371 | Time: 3004.9 ms [2021-09-29 01:52:30 main:574] : INFO : Epoch 1914 | loss: 0.0310586 | val_loss: 0.0312195 | Time: 3088.7 ms [2021-09-29 01:52:33 main:574] : INFO : Epoch 1915 | loss: 0.0310576 | val_loss: 0.0312446 | Time: 3036.47 ms [2021-09-29 01:52:37 main:574] : INFO : Epoch 1916 | loss: 0.0310517 | val_loss: 0.0312463 | Time: 2996.44 ms [2021-09-29 01:52:40 main:574] : INFO : Epoch 1917 | loss: 0.0310611 | val_loss: 0.0312375 | Time: 2937.21 ms [2021-09-29 01:52:43 main:574] : INFO : Epoch 1918 | loss: 0.031066 | val_loss: 0.0312348 | Time: 2930.22 ms [2021-09-29 01:52:46 main:574] : INFO : Epoch 1919 | loss: 0.0310652 | val_loss: 0.0312344 | Time: 3017.85 ms [2021-09-29 01:52:49 main:574] : INFO : Epoch 1920 | loss: 0.0310708 | val_loss: 0.0312459 | Time: 2992.63 ms [2021-09-29 01:52:52 main:574] : INFO : Epoch 1921 | loss: 0.0310687 | val_loss: 0.0312266 | Time: 3051.71 ms [2021-09-29 01:52:55 main:574] : INFO : Epoch 1922 | loss: 0.0310628 | val_loss: 0.03124 | Time: 2909.91 ms [2021-09-29 01:52:59 main:574] : INFO : Epoch 1923 | loss: 0.0310594 | val_loss: 0.031238 | Time: 2984.47 ms [2021-09-29 01:53:22 main:574] : INFO : Epoch 1924 | loss: 0.0310536 | val_loss: 0.0312394 | Time: 22976.7 ms [2021-09-29 01:53:25 main:574] : INFO : Epoch 1925 | loss: 0.0310546 | val_loss: 0.0312545 | Time: 2976.23 ms [2021-09-29 01:53:28 main:574] : INFO : Epoch 1926 | loss: 0.0310603 | val_loss: 0.0312262 | Time: 3040.19 ms [2021-09-29 01:53:31 main:574] : INFO : Epoch 1927 | loss: 0.0310672 | val_loss: 0.0312291 | Time: 2896.7 ms [2021-09-29 01:53:44 main:574] : INFO : Epoch 1928 | loss: 0.0310627 | val_loss: 0.0312426 | Time: 12826.2 ms [2021-09-29 01:53:47 main:574] : INFO : Epoch 1929 | loss: 0.0310613 | val_loss: 0.0312378 | Time: 2986.76 ms [2021-09-29 01:53:50 main:574] : INFO : Epoch 1930 | loss: 0.0310584 | val_loss: 0.0312515 | Time: 2902.44 ms [2021-09-29 01:53:53 main:574] : INFO : Epoch 1931 | loss: 0.0310612 | val_loss: 0.0312294 | Time: 2898.85 ms [2021-09-29 01:53:56 main:574] : INFO : Epoch 1932 | loss: 0.0310668 | val_loss: 0.0312284 | Time: 2890.99 ms [2021-09-29 01:54:00 main:574] : INFO : Epoch 1933 | loss: 0.031062 | val_loss: 0.0312575 | Time: 2970.47 ms [2021-09-29 01:54:23 main:574] : INFO : Epoch 1934 | loss: 0.0310571 | val_loss: 0.031242 | Time: 23045.4 ms [2021-09-29 01:54:26 main:574] : INFO : Epoch 1935 | loss: 0.0310535 | val_loss: 0.0312362 | Time: 3018.59 ms [2021-09-29 01:54:29 main:574] : INFO : Epoch 1936 | loss: 0.031058 | val_loss: 0.0312332 | Time: 2960.39 ms [2021-09-29 01:54:32 main:574] : INFO : Epoch 1937 | loss: 0.0310564 | val_loss: 0.0312294 | Time: 3031.34 ms [2021-09-29 01:54:35 main:574] : INFO : Epoch 1938 | loss: 0.0310505 | val_loss: 0.0312393 | Time: 2918.39 ms [2021-09-29 01:54:38 main:574] : INFO : Epoch 1939 | loss: 0.0310492 | val_loss: 0.0312403 | Time: 2938.48 ms [2021-09-29 01:54:41 main:574] : INFO : Epoch 1940 | loss: 0.0310521 | val_loss: 0.0312183 | Time: 2938.11 ms [2021-09-29 01:54:44 main:574] : INFO : Epoch 1941 | loss: 0.0310643 | val_loss: 0.0312269 | Time: 2938.31 ms [2021-09-29 01:54:47 main:574] : INFO : Epoch 1942 | loss: 0.0310612 | val_loss: 0.0312328 | Time: 2944.18 ms [2021-09-29 01:54:50 main:574] : INFO : Epoch 1943 | loss: 0.0310743 | val_loss: 0.0312422 | Time: 2938.64 ms [2021-09-29 01:54:53 main:574] : INFO : Epoch 1944 | loss: 0.0310782 | val_loss: 0.0312226 | Time: 2939.06 ms [2021-09-29 01:54:56 main:574] : INFO : Epoch 1945 | loss: 0.0310764 | val_loss: 0.0312211 | Time: 2947.74 ms [2021-09-29 01:54:59 main:574] : INFO : Epoch 1946 | loss: 0.0310711 | val_loss: 0.0312268 | Time: 2938.97 ms [2021-09-29 01:55:22 main:574] : INFO : Epoch 1947 | loss: 0.0310663 | val_loss: 0.0312367 | Time: 23012.8 ms [2021-09-29 01:55:25 main:574] : INFO : Epoch 1948 | loss: 0.0310602 | val_loss: 0.0312384 | Time: 2938.06 ms [2021-09-29 01:55:28 main:574] : INFO : Epoch 1949 | loss: 0.0310573 | val_loss: 0.0312318 | Time: 2939.24 ms [2021-09-29 01:55:31 main:574] : INFO : Epoch 1950 | loss: 0.0310565 | val_loss: 0.0312347 | Time: 2951.34 ms [2021-09-29 01:55:34 main:574] : INFO : Epoch 1951 | loss: 0.0310593 | val_loss: 0.0312277 | Time: 2920.88 ms [2021-09-29 01:55:37 main:574] : INFO : Epoch 1952 | loss: 0.0310597 | val_loss: 0.0312365 | Time: 3037.83 ms [2021-09-29 01:55:41 main:574] : INFO : Epoch 1953 | loss: 0.0310583 | val_loss: 0.0312324 | Time: 2931.42 ms [2021-09-29 01:55:44 main:574] : INFO : Epoch 1954 | loss: 0.0310578 | val_loss: 0.0312267 | Time: 2890.29 ms [2021-09-29 01:55:47 main:574] : INFO : Epoch 1955 | loss: 0.0310638 | val_loss: 0.0312377 | Time: 3030.66 ms [2021-09-29 01:55:50 main:574] : INFO : Epoch 1956 | loss: 0.031061 | val_loss: 0.0312365 | Time: 3074.4 ms [2021-09-29 01:55:53 main:574] : INFO : Epoch 1957 | loss: 0.0310574 | val_loss: 0.0312428 | Time: 3043.98 ms [2021-09-29 01:55:56 main:574] : INFO : Epoch 1958 | loss: 0.03106 | val_loss: 0.0312407 | Time: 2977.15 ms [2021-09-29 01:55:59 main:574] : INFO : Epoch 1959 | loss: 0.0310559 | val_loss: 0.0312473 | Time: 3010.84 ms [2021-09-29 01:56:22 main:574] : INFO : Epoch 1960 | loss: 0.0310607 | val_loss: 0.0312271 | Time: 23081.4 ms [2021-09-29 01:56:26 main:574] : INFO : Epoch 1961 | loss: 0.0310584 | val_loss: 0.0312376 | Time: 2984.67 ms [2021-09-29 01:56:29 main:574] : INFO : Epoch 1962 | loss: 0.0310573 | val_loss: 0.0312379 | Time: 2979.78 ms [2021-09-29 01:56:32 main:574] : INFO : Epoch 1963 | loss: 0.0310582 | val_loss: 0.0312444 | Time: 3057.65 ms [2021-09-29 01:56:35 main:574] : INFO : Epoch 1964 | loss: 0.0310544 | val_loss: 0.0312411 | Time: 2960.2 ms [2021-09-29 01:56:39 main:574] : INFO : Epoch 1965 | loss: 0.0310543 | val_loss: 0.0312511 | Time: 3073.09 ms [2021-09-29 01:56:42 main:574] : INFO : Epoch 1966 | loss: 0.0310517 | val_loss: 0.0312552 | Time: 3003.98 ms [2021-09-29 01:56:45 main:574] : INFO : Epoch 1967 | loss: 0.0310718 | val_loss: 0.0312294 | Time: 3011.52 ms [2021-09-29 01:56:48 main:574] : INFO : Epoch 1968 | loss: 0.0310657 | val_loss: 0.0312346 | Time: 2906.63 ms [2021-09-29 01:56:52 main:574] : INFO : Epoch 1969 | loss: 0.031061 | val_loss: 0.0312402 | Time: 2991.34 ms [2021-09-29 01:57:25 main:574] : INFO : Epoch 1970 | loss: 0.031056 | val_loss: 0.0312439 | Time: 33015.2 ms [2021-09-29 01:57:28 main:574] : INFO : Epoch 1971 | loss: 0.0310544 | val_loss: 0.0312345 | Time: 3006.99 ms [2021-09-29 01:57:31 main:574] : INFO : Epoch 1972 | loss: 0.0310593 | val_loss: 0.0312623 | Time: 2956.73 ms [2021-09-29 01:57:34 main:574] : INFO : Epoch 1973 | loss: 0.0310615 | val_loss: 0.0312196 | Time: 3041.99 ms [2021-09-29 01:57:37 main:574] : INFO : Epoch 1974 | loss: 0.0310632 | val_loss: 0.0312304 | Time: 2951.1 ms [2021-09-29 01:57:40 main:574] : INFO : Epoch 1975 | loss: 0.0310544 | val_loss: 0.031259 | Time: 2955.47 ms [2021-09-29 01:57:44 main:574] : INFO : Epoch 1976 | loss: 0.031052 | val_loss: 0.0312511 | Time: 3200.6 ms [2021-09-29 01:57:47 main:574] : INFO : Epoch 1977 | loss: 0.0310546 | val_loss: 0.0312323 | Time: 3075.36 ms [2021-09-29 01:57:50 main:574] : INFO : Epoch 1978 | loss: 0.0310555 | val_loss: 0.0312641 | Time: 3051.76 ms [2021-09-29 01:57:53 main:574] : INFO : Epoch 1979 | loss: 0.0310564 | val_loss: 0.0312427 | Time: 2934.12 ms [2021-09-29 01:57:56 main:574] : INFO : Epoch 1980 | loss: 0.0310553 | val_loss: 0.0312354 | Time: 3027.29 ms [2021-09-29 01:57:59 main:574] : INFO : Epoch 1981 | loss: 0.031059 | val_loss: 0.0312398 | Time: 3062.61 ms [2021-09-29 01:58:33 main:574] : INFO : Epoch 1982 | loss: 0.031058 | val_loss: 0.0312521 | Time: 33328 ms [2021-09-29 01:58:36 main:574] : INFO : Epoch 1983 | loss: 0.0310583 | val_loss: 0.0312319 | Time: 3006.19 ms [2021-09-29 01:58:39 main:574] : INFO : Epoch 1984 | loss: 0.0310508 | val_loss: 0.0312276 | Time: 2988.4 ms [2021-09-29 01:58:42 main:574] : INFO : Epoch 1985 | loss: 0.0310488 | val_loss: 0.0312476 | Time: 2865.57 ms [2021-09-29 01:58:45 main:574] : INFO : Epoch 1986 | loss: 0.0310468 | val_loss: 0.0312507 | Time: 2974.45 ms [2021-09-29 01:58:48 main:574] : INFO : Epoch 1987 | loss: 0.0310503 | val_loss: 0.0312333 | Time: 2986.45 ms [2021-09-29 01:58:51 main:574] : INFO : Epoch 1988 | loss: 0.0310529 | val_loss: 0.031235 | Time: 3212.73 ms [2021-09-29 01:58:55 main:574] : INFO : Epoch 1989 | loss: 0.0310495 | val_loss: 0.03124 | Time: 2914.75 ms [2021-09-29 01:58:58 main:574] : INFO : Epoch 1990 | loss: 0.0310519 | val_loss: 0.0312282 | Time: 2940.44 ms [2021-09-29 01:59:01 main:574] : INFO : Epoch 1991 | loss: 0.0310512 | val_loss: 0.0312377 | Time: 3093.98 ms [2021-09-29 01:59:24 main:574] : INFO : Epoch 1992 | loss: 0.0310555 | val_loss: 0.0312391 | Time: 23002.9 ms [2021-09-29 01:59:27 main:574] : INFO : Epoch 1993 | loss: 0.0310555 | val_loss: 0.0312246 | Time: 2883.09 ms [2021-09-29 01:59:30 main:574] : INFO : Epoch 1994 | loss: 0.0310548 | val_loss: 0.0312394 | Time: 2915.36 ms [2021-09-29 01:59:33 main:574] : INFO : Epoch 1995 | loss: 0.0310678 | val_loss: 0.03122 | Time: 3095.21 ms [2021-09-29 01:59:36 main:574] : INFO : Epoch 1996 | loss: 0.0310656 | val_loss: 0.0312209 | Time: 3006.04 ms [2021-09-29 01:59:39 main:574] : INFO : Epoch 1997 | loss: 0.0310568 | val_loss: 0.0312386 | Time: 3045.69 ms [2021-09-29 01:59:42 main:574] : INFO : Epoch 1998 | loss: 0.0310502 | val_loss: 0.0312555 | Time: 2936.97 ms [2021-09-29 01:59:46 main:574] : INFO : Epoch 1999 | loss: 0.0310538 | val_loss: 0.0312346 | Time: 2954.02 ms [2021-09-29 01:59:49 main:574] : INFO : Epoch 2000 | loss: 0.0310576 | val_loss: 0.0312465 | Time: 2972.45 ms [2021-09-29 01:59:52 main:574] : INFO : Epoch 2001 | loss: 0.0310618 | val_loss: 0.0312284 | Time: 3001.8 ms [2021-09-29 01:59:55 main:574] : INFO : Epoch 2002 | loss: 0.0310566 | val_loss: 0.0312418 | Time: 3007 ms [2021-09-29 01:59:58 main:574] : INFO : Epoch 2003 | loss: 0.0310507 | val_loss: 0.0312505 | Time: 2890.89 ms [2021-09-29 02:00:01 main:574] : INFO : Epoch 2004 | loss: 0.0310563 | val_loss: 0.0312407 | Time: 3156.33 ms [2021-09-29 02:15:47 main:574] : INFO : Epoch 2005 | loss: 0.0310524 | val_loss: 0.0312522 | Time: 945239 ms [2021-09-29 02:15:50 main:574] : INFO : Epoch 2006 | loss: 0.0310524 | val_loss: 0.0312372 | Time: 2909.84 ms [2021-09-29 02:15:53 main:574] : INFO : Epoch 2007 | loss: 0.0310541 | val_loss: 0.0312298 | Time: 2902.13 ms [2021-09-29 02:15:56 main:574] : INFO : Epoch 2008 | loss: 0.0310522 | val_loss: 0.0312527 | Time: 2921.95 ms [2021-09-29 02:15:59 main:574] : INFO : Epoch 2009 | loss: 0.0310608 | val_loss: 0.0312184 | Time: 2973.11 ms [2021-09-29 02:16:03 main:574] : INFO : Epoch 2010 | loss: 0.0310621 | val_loss: 0.0312263 | Time: 3347.58 ms [2021-09-29 02:16:26 main:574] : INFO : Epoch 2011 | loss: 0.0310627 | val_loss: 0.0312519 | Time: 23303.7 ms [2021-09-29 02:16:29 main:574] : INFO : Epoch 2012 | loss: 0.0310641 | val_loss: 0.0312462 | Time: 3010.76 ms [2021-09-29 02:16:32 main:574] : INFO : Epoch 2013 | loss: 0.031062 | val_loss: 0.0312536 | Time: 2963.99 ms [2021-09-29 02:16:35 main:574] : INFO : Epoch 2014 | loss: 0.0310623 | val_loss: 0.0312659 | Time: 2973.96 ms [2021-09-29 02:16:38 main:574] : INFO : Epoch 2015 | loss: 0.031122 | val_loss: 0.0316946 | Time: 3043.03 ms [2021-09-29 02:16:42 main:574] : INFO : Epoch 2016 | loss: 0.038313 | val_loss: 0.0333344 | Time: 3020.7 ms [2021-09-29 02:16:45 main:574] : INFO : Epoch 2017 | loss: 0.032359 | val_loss: 0.0318731 | Time: 3104.74 ms [2021-09-29 02:16:48 main:574] : INFO : Epoch 2018 | loss: 0.0315004 | val_loss: 0.031359 | Time: 2962.62 ms [2021-09-29 02:16:51 main:574] : INFO : Epoch 2019 | loss: 0.0312948 | val_loss: 0.031269 | Time: 2911.04 ms [2021-09-29 02:16:54 main:574] : INFO : Epoch 2020 | loss: 0.031261 | val_loss: 0.0312576 | Time: 2905.92 ms [2021-09-29 02:16:57 main:574] : INFO : Epoch 2021 | loss: 0.0312537 | val_loss: 0.0312523 | Time: 2903.05 ms [2021-09-29 02:17:00 main:574] : INFO : Epoch 2022 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 3050.71 ms [2021-09-29 02:17:04 main:574] : INFO : Epoch 2023 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 3498.7 ms [2021-09-29 02:17:27 main:574] : INFO : Epoch 2024 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 23025.1 ms [2021-09-29 02:17:30 main:574] : INFO : Epoch 2025 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 2900.26 ms [2021-09-29 02:17:33 main:574] : INFO : Epoch 2026 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 2992.74 ms [2021-09-29 02:17:37 main:574] : INFO : Epoch 2027 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 3095.39 ms [2021-09-29 02:17:40 main:574] : INFO : Epoch 2028 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 2884.58 ms [2021-09-29 02:17:43 main:574] : INFO : Epoch 2029 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 2927.34 ms [2021-09-29 02:17:56 main:574] : INFO : Epoch 2030 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 12895.7 ms [2021-09-29 02:17:59 main:574] : INFO : Epoch 2031 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 2985.08 ms [2021-09-29 02:18:02 main:574] : INFO : Epoch 2032 | loss: 0.0312428 | val_loss: 0.0312387 | Time: 2966.87 ms [2021-09-29 02:18:15 main:574] : INFO : Epoch 2033 | loss: 0.03124 | val_loss: 0.0312369 | Time: 12938.7 ms [2021-09-29 02:18:18 main:574] : INFO : Epoch 2034 | loss: 0.0312398 | val_loss: 0.0312366 | Time: 2938.68 ms [2021-09-29 02:18:21 main:574] : INFO : Epoch 2035 | loss: 0.0312371 | val_loss: 0.0312366 | Time: 2939.91 ms [2021-09-29 02:18:24 main:574] : INFO : Epoch 2036 | loss: 0.0312352 | val_loss: 0.0312349 | Time: 2935.81 ms [2021-09-29 02:18:27 main:574] : INFO : Epoch 2037 | loss: 0.0312354 | val_loss: 0.0312336 | Time: 2935.62 ms [2021-09-29 02:18:30 main:574] : INFO : Epoch 2038 | loss: 0.0312296 | val_loss: 0.031226 | Time: 2946.65 ms [2021-09-29 02:18:33 main:574] : INFO : Epoch 2039 | loss: 0.0312272 | val_loss: 0.0312228 | Time: 2939.46 ms [2021-09-29 02:18:36 main:574] : INFO : Epoch 2040 | loss: 0.0312251 | val_loss: 0.0312198 | Time: 2944.18 ms [2021-09-29 02:18:39 main:574] : INFO : Epoch 2041 | loss: 0.0312227 | val_loss: 0.0312186 | Time: 2939.4 ms [2021-09-29 02:18:42 main:574] : INFO : Epoch 2042 | loss: 0.0312216 | val_loss: 0.0312166 | Time: 2941.08 ms [2021-09-29 02:18:45 main:574] : INFO : Epoch 2043 | loss: 0.03122 | val_loss: 0.0312199 | Time: 2939.69 ms [2021-09-29 02:18:48 main:574] : INFO : Epoch 2044 | loss: 0.0312205 | val_loss: 0.031215 | Time: 2944.88 ms [2021-09-29 02:18:51 main:574] : INFO : Epoch 2045 | loss: 0.0312182 | val_loss: 0.0312142 | Time: 3145.32 ms [2021-09-29 02:18:55 main:574] : INFO : Epoch 2046 | loss: 0.0312175 | val_loss: 0.0312128 | Time: 3061.95 ms [2021-09-29 02:18:58 main:574] : INFO : Epoch 2047 | loss: 0.0312168 | val_loss: 0.031212 | Time: 2957.24 ms [2021-09-29 02:19:01 main:574] : INFO : Epoch 2048 | loss: 0.031215 | val_loss: 0.031211 | Time: 3088.78 ms [2021-09-29 02:19:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031211 [2021-09-29 02:19:01 main:603] : INFO : Saving end state to config to file [2021-09-29 02:19:01 main:608] : INFO : Success, exiting.. 02:19:02 (8788): 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)