Task 5143375
| Name | ParityModified-1619234176-21018-1_0 |
| Workunit | 3089529 |
| Created | 4 May 2021, 3:46:54 UTC |
| Sent | 12 May 2021, 10:54:58 UTC |
| Report deadline | 19 May 2021, 10:54:58 UTC |
| Received | 14 May 2021, 2:49:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 6 hours 5 min 28 sec |
| CPU time | 6 hours 1 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-13 18:26:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-13 18:26:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-13 18:26:46 main:494] : INFO : Creating Model [2021-05-13 18:26:46 main:507] : INFO : Preparing config file [2021-05-13 18:26:46 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-13 18:26:46 main:512] : INFO : Loading config [2021-05-13 18:26:46 main:514] : INFO : Loading state [2021-05-13 18:26:47 main:559] : INFO : Loading DataLoader into Memory [2021-05-13 18:26:47 main:562] : INFO : Starting Training [2021-05-13 18:27:00 main:574] : INFO : Epoch 1583 | loss: 0.0312273 | val_loss: 0.031237 | Time: 13517.6 ms [2021-05-13 18:27:13 main:574] : INFO : Epoch 1584 | loss: 0.0311318 | val_loss: 0.0312223 | Time: 12639 ms [2021-05-13 18:27:26 main:574] : INFO : Epoch 1585 | loss: 0.0311073 | val_loss: 0.031226 | Time: 12557.7 ms [2021-05-13 18:27:38 main:574] : INFO : Epoch 1586 | loss: 0.031108 | val_loss: 0.0312177 | Time: 12614.6 ms [2021-05-13 18:27:51 main:574] : INFO : Epoch 1587 | loss: 0.0311006 | val_loss: 0.0312204 | Time: 12669.4 ms [2021-05-13 18:28:03 main:574] : INFO : Epoch 1588 | loss: 0.0311035 | val_loss: 0.0312236 | Time: 12251.6 ms [2021-05-13 18:28:15 main:574] : INFO : Epoch 1589 | loss: 0.0311 | val_loss: 0.0312185 | Time: 11653.2 ms [2021-05-13 18:28:27 main:574] : INFO : Epoch 1590 | loss: 0.0310904 | val_loss: 0.0312184 | Time: 11697 ms [2021-05-13 18:28:39 main:574] : INFO : Epoch 1591 | loss: 0.0310872 | val_loss: 0.0312332 | Time: 11709.5 ms [2021-05-13 18:28:50 main:574] : INFO : Epoch 1592 | loss: 0.0310876 | val_loss: 0.0312235 | Time: 11931.3 ms [2021-05-13 18:29:02 main:574] : INFO : Epoch 1593 | loss: 0.0311123 | val_loss: 0.031211 | Time: 11664.4 ms [2021-05-13 18:29:14 main:574] : INFO : Epoch 1594 | loss: 0.0311078 | val_loss: 0.0312223 | Time: 11780.9 ms [2021-05-13 18:29:26 main:574] : INFO : Epoch 1595 | loss: 0.0311056 | val_loss: 0.0312301 | Time: 11538.5 ms [2021-05-13 18:29:37 main:574] : INFO : Epoch 1596 | loss: 0.0310992 | val_loss: 0.031216 | Time: 11580.5 ms [2021-05-13 18:29:49 main:574] : INFO : Epoch 1597 | loss: 0.0310929 | val_loss: 0.0312148 | Time: 11995.8 ms [2021-05-13 18:30:01 main:574] : INFO : Epoch 1598 | loss: 0.0310853 | val_loss: 0.0312371 | Time: 11543.9 ms [2021-05-13 18:30:12 main:574] : INFO : Epoch 1599 | loss: 0.0310795 | val_loss: 0.0312217 | Time: 11477.4 ms [2021-05-13 18:30:24 main:574] : INFO : Epoch 1600 | loss: 0.031076 | val_loss: 0.0312226 | Time: 11809.7 ms [2021-05-13 18:30:36 main:574] : INFO : Epoch 1601 | loss: 0.0310789 | val_loss: 0.0312564 | Time: 11564.1 ms [2021-05-13 18:30:47 main:574] : INFO : Epoch 1602 | loss: 0.0310811 | val_loss: 0.0312209 | Time: 11522.6 ms [2021-05-13 18:30:59 main:574] : INFO : Epoch 1603 | loss: 0.0310773 | val_loss: 0.0312402 | Time: 11816.3 ms [2021-05-13 18:31:11 main:574] : INFO : Epoch 1604 | loss: 0.0310826 | val_loss: 0.0312259 | Time: 11636.6 ms [2021-05-13 18:31:22 main:574] : INFO : Epoch 1605 | loss: 0.0310842 | val_loss: 0.0312361 | Time: 11579.4 ms [2021-05-13 18:31:34 main:574] : INFO : Epoch 1606 | loss: 0.0310838 | val_loss: 0.0312236 | Time: 11775.2 ms [2021-05-13 18:31:45 main:574] : INFO : Epoch 1607 | loss: 0.0310737 | val_loss: 0.0312391 | Time: 11495.3 ms [2021-05-13 18:31:57 main:574] : INFO : Epoch 1608 | loss: 0.0310785 | val_loss: 0.0312276 | Time: 11579.6 ms [2021-05-13 18:32:09 main:574] : INFO : Epoch 1609 | loss: 0.0310796 | val_loss: 0.0312367 | Time: 11833.5 ms [2021-05-13 18:32:20 main:574] : INFO : Epoch 1610 | loss: 0.0310766 | val_loss: 0.0312385 | Time: 11446 ms [2021-05-13 18:32:32 main:574] : INFO : Epoch 1611 | loss: 0.0310781 | val_loss: 0.0312424 | Time: 11443.8 ms [2021-05-13 18:32:44 main:574] : INFO : Epoch 1612 | loss: 0.0310767 | val_loss: 0.0312345 | Time: 11786 ms [2021-05-13 18:32:55 main:574] : INFO : Epoch 1613 | loss: 0.0310775 | val_loss: 0.0312297 | Time: 11348 ms [2021-05-13 18:33:07 main:574] : INFO : Epoch 1614 | loss: 0.0310772 | val_loss: 0.0312265 | Time: 11665.1 ms [2021-05-13 18:33:18 main:574] : INFO : Epoch 1615 | loss: 0.0310732 | val_loss: 0.0312368 | Time: 11601.4 ms [2021-05-13 18:33:30 main:574] : INFO : Epoch 1616 | loss: 0.0310747 | val_loss: 0.0312474 | Time: 11641.9 ms [2021-05-13 18:33:42 main:574] : INFO : Epoch 1617 | loss: 0.0310791 | val_loss: 0.031229 | Time: 11770.4 ms [2021-05-13 18:33:53 main:574] : INFO : Epoch 1618 | loss: 0.0311102 | val_loss: 0.0312026 | Time: 11651 ms [2021-05-13 18:34:05 main:574] : INFO : Epoch 1619 | loss: 0.0311006 | val_loss: 0.0312101 | Time: 11486.5 ms [2021-05-13 18:34:17 main:574] : INFO : Epoch 1620 | loss: 0.0310859 | val_loss: 0.0312454 | Time: 11872.1 ms [2021-05-13 18:34:29 main:574] : INFO : Epoch 1621 | loss: 0.031086 | val_loss: 0.0312214 | Time: 11835.8 ms [2021-05-13 18:34:40 main:574] : INFO : Epoch 1622 | loss: 0.0310836 | val_loss: 0.0312061 | Time: 11522.2 ms [2021-05-13 18:34:52 main:574] : INFO : Epoch 1623 | loss: 0.0310861 | val_loss: 0.0312349 | Time: 11659.8 ms [2021-05-13 18:35:04 main:574] : INFO : Epoch 1624 | loss: 0.0310737 | val_loss: 0.0312279 | Time: 11794.6 ms [2021-05-13 18:35:15 main:574] : INFO : Epoch 1625 | loss: 0.0310895 | val_loss: 0.0312367 | Time: 11547.4 ms [2021-05-13 18:35:27 main:574] : INFO : Epoch 1626 | loss: 0.0311037 | val_loss: 0.0312255 | Time: 11597.7 ms [2021-05-13 18:35:39 main:574] : INFO : Epoch 1627 | loss: 0.0310977 | val_loss: 0.0312149 | Time: 11739 ms [2021-05-13 18:35:50 main:574] : INFO : Epoch 1628 | loss: 0.0310972 | val_loss: 0.031231 | Time: 11395.5 ms [2021-05-13 18:36:02 main:574] : INFO : Epoch 1629 | loss: 0.0310823 | val_loss: 0.0312155 | Time: 11708.3 ms [2021-05-13 18:36:14 main:574] : INFO : Epoch 1630 | loss: 0.0310833 | val_loss: 0.0312207 | Time: 11720.9 ms [2021-05-13 18:36:25 main:574] : INFO : Epoch 1631 | loss: 0.0310846 | val_loss: 0.0312494 | Time: 11600.1 ms [2021-05-13 18:36:37 main:574] : INFO : Epoch 1632 | loss: 0.0310768 | val_loss: 0.0312321 | Time: 11871.9 ms [2021-05-13 18:36:49 main:574] : INFO : Epoch 1633 | loss: 0.0310868 | val_loss: 0.0312066 | Time: 12059.3 ms [2021-05-13 18:37:01 main:574] : INFO : Epoch 1634 | loss: 0.0310832 | val_loss: 0.0312545 | Time: 11613.2 ms [2021-05-13 18:37:12 main:574] : INFO : Epoch 1635 | loss: 0.0310783 | val_loss: 0.0312301 | Time: 11515 ms [2021-05-13 18:37:24 main:574] : INFO : Epoch 1636 | loss: 0.031079 | val_loss: 0.0312261 | Time: 11786.5 ms [2021-05-13 18:37:36 main:574] : INFO : Epoch 1637 | loss: 0.0310723 | val_loss: 0.0312391 | Time: 11659.3 ms [2021-05-13 18:37:47 main:574] : INFO : Epoch 1638 | loss: 0.0310699 | val_loss: 0.0312637 | Time: 11386.4 ms [2021-05-13 18:37:59 main:574] : INFO : Epoch 1639 | loss: 0.0310706 | val_loss: 0.03124 | Time: 11776.8 ms [2021-05-13 18:38:11 main:574] : INFO : Epoch 1640 | loss: 0.0310746 | val_loss: 0.0312243 | Time: 11920.4 ms [2021-05-13 18:38:23 main:574] : INFO : Epoch 1641 | loss: 0.0310746 | val_loss: 0.0312504 | Time: 11782.6 ms [2021-05-13 18:38:34 main:574] : INFO : Epoch 1642 | loss: 0.0310722 | val_loss: 0.0312412 | Time: 11717.5 ms [2021-05-13 18:38:46 main:574] : INFO : Epoch 1643 | loss: 0.0310803 | val_loss: 0.0312333 | Time: 11938.4 ms [2021-05-13 18:38:58 main:574] : INFO : Epoch 1644 | loss: 0.0310735 | val_loss: 0.031238 | Time: 11592.6 ms [2021-05-13 18:39:10 main:574] : INFO : Epoch 1645 | loss: 0.0310728 | val_loss: 0.0312477 | Time: 11617.2 ms [2021-05-13 18:39:21 main:574] : INFO : Epoch 1646 | loss: 0.0310851 | val_loss: 0.0312116 | Time: 11735.4 ms [2021-05-13 18:39:33 main:574] : INFO : Epoch 1647 | loss: 0.0310793 | val_loss: 0.0312521 | Time: 11470.9 ms [2021-05-13 18:39:45 main:574] : INFO : Epoch 1648 | loss: 0.0310712 | val_loss: 0.031227 | Time: 11623.7 ms [2021-05-13 18:39:56 main:574] : INFO : Epoch 1649 | loss: 0.0310749 | val_loss: 0.0312207 | Time: 11827.3 ms [2021-05-13 18:40:08 main:574] : INFO : Epoch 1650 | loss: 0.0310834 | val_loss: 0.0312529 | Time: 11520.9 ms [2021-05-13 18:40:19 main:574] : INFO : Epoch 1651 | loss: 0.0310763 | val_loss: 0.0312124 | Time: 11530.2 ms [2021-05-13 18:40:31 main:574] : INFO : Epoch 1652 | loss: 0.0310728 | val_loss: 0.031274 | Time: 11783.8 ms [2021-05-13 18:40:43 main:574] : INFO : Epoch 1653 | loss: 0.0310712 | val_loss: 0.0312422 | Time: 11690.7 ms [2021-05-13 18:40:55 main:574] : INFO : Epoch 1654 | loss: 0.0310706 | val_loss: 0.0312544 | Time: 11504.3 ms [2021-05-13 18:41:06 main:574] : INFO : Epoch 1655 | loss: 0.0310666 | val_loss: 0.0312285 | Time: 11879.6 ms [2021-05-13 18:41:18 main:574] : INFO : Epoch 1656 | loss: 0.031075 | val_loss: 0.0312266 | Time: 11693.6 ms [2021-05-13 18:41:30 main:574] : INFO : Epoch 1657 | loss: 0.0310761 | val_loss: 0.0312258 | Time: 11555.5 ms [2021-05-13 18:41:42 main:574] : INFO : Epoch 1658 | loss: 0.0310909 | val_loss: 0.0312245 | Time: 11827 ms [2021-05-13 18:41:53 main:574] : INFO : Epoch 1659 | loss: 0.0310963 | val_loss: 0.0312197 | Time: 11675.4 ms [2021-05-13 18:42:05 main:574] : INFO : Epoch 1660 | loss: 0.0310778 | val_loss: 0.0312447 | Time: 11778.2 ms [2021-05-13 18:42:17 main:574] : INFO : Epoch 1661 | loss: 0.0311252 | val_loss: 0.0312156 | Time: 11701.3 ms [2021-05-13 18:42:28 main:574] : INFO : Epoch 1662 | loss: 0.0311133 | val_loss: 0.0312253 | Time: 11592.4 ms [2021-05-13 18:42:40 main:574] : INFO : Epoch 1663 | loss: 0.0310902 | val_loss: 0.0312114 | Time: 11560.5 ms [2021-05-13 18:42:52 main:574] : INFO : Epoch 1664 | loss: 0.0310797 | val_loss: 0.0312294 | Time: 12026 ms [2021-05-13 18:43:04 main:574] : INFO : Epoch 1665 | loss: 0.0310758 | val_loss: 0.0312329 | Time: 11887.2 ms [2021-05-13 18:43:15 main:574] : INFO : Epoch 1666 | loss: 0.0310719 | val_loss: 0.03124 | Time: 11568.9 ms [2021-05-13 18:43:27 main:574] : INFO : Epoch 1667 | loss: 0.0310674 | val_loss: 0.0312577 | Time: 11500.4 ms [2021-05-13 18:43:39 main:574] : INFO : Epoch 1668 | loss: 0.031067 | val_loss: 0.0312384 | Time: 11799.9 ms [2021-05-13 18:43:50 main:574] : INFO : Epoch 1669 | loss: 0.031069 | val_loss: 0.0312332 | Time: 11590.9 ms [2021-05-13 18:44:02 main:574] : INFO : Epoch 1670 | loss: 0.0310763 | val_loss: 0.0312335 | Time: 11501.6 ms [2021-05-13 18:44:14 main:574] : INFO : Epoch 1671 | loss: 0.0310762 | val_loss: 0.0312395 | Time: 11791.1 ms [2021-05-13 18:44:25 main:574] : INFO : Epoch 1672 | loss: 0.0310738 | val_loss: 0.0312308 | Time: 11565.9 ms [2021-05-13 18:44:37 main:574] : INFO : Epoch 1673 | loss: 0.0310918 | val_loss: 0.0312302 | Time: 11617.7 ms [2021-05-13 18:44:49 main:574] : INFO : Epoch 1674 | loss: 0.0310853 | val_loss: 0.031227 | Time: 11799.8 ms [2021-05-13 18:45:00 main:574] : INFO : Epoch 1675 | loss: 0.0310831 | val_loss: 0.0312569 | Time: 11706.4 ms [2021-05-13 18:45:12 main:574] : INFO : Epoch 1676 | loss: 0.0310867 | val_loss: 0.0312343 | Time: 11685.6 ms [2021-05-13 18:45:24 main:574] : INFO : Epoch 1677 | loss: 0.0310781 | val_loss: 0.0312454 | Time: 11870.4 ms [2021-05-13 18:45:36 main:574] : INFO : Epoch 1678 | loss: 0.031073 | val_loss: 0.0312212 | Time: 11457.4 ms [2021-05-13 18:45:47 main:574] : INFO : Epoch 1679 | loss: 0.0310736 | val_loss: 0.0312317 | Time: 11670 ms [2021-05-13 18:45:59 main:574] : INFO : Epoch 1680 | loss: 0.0310689 | val_loss: 0.0312343 | Time: 11831.1 ms [2021-05-13 18:46:11 main:574] : INFO : Epoch 1681 | loss: 0.0310706 | val_loss: 0.0312488 | Time: 11864.3 ms [2021-05-13 18:46:22 main:574] : INFO : Epoch 1682 | loss: 0.0310836 | val_loss: 0.0312129 | Time: 11524.4 ms [2021-05-13 18:46:34 main:574] : INFO : Epoch 1683 | loss: 0.0310769 | val_loss: 0.0312317 | Time: 11706 ms [2021-05-13 18:46:46 main:574] : INFO : Epoch 1684 | loss: 0.0310689 | val_loss: 0.0312357 | Time: 12095.9 ms [2021-05-13 18:46:58 main:574] : INFO : Epoch 1685 | loss: 0.031069 | val_loss: 0.0312465 | Time: 11737.3 ms [2021-05-13 18:47:10 main:574] : INFO : Epoch 1686 | loss: 0.0310848 | val_loss: 0.0312163 | Time: 11591.8 ms [2021-05-13 18:47:21 main:574] : INFO : Epoch 1687 | loss: 0.0310888 | val_loss: 0.0312387 | Time: 11775.8 ms [2021-05-13 18:47:33 main:574] : INFO : Epoch 1688 | loss: 0.0310812 | val_loss: 0.0312266 | Time: 11744.2 ms [2021-05-13 18:47:45 main:574] : INFO : Epoch 1689 | loss: 0.0310792 | val_loss: 0.0312419 | Time: 11689.3 ms [2021-05-13 18:47:57 main:574] : INFO : Epoch 1690 | loss: 0.0310773 | val_loss: 0.0312166 | Time: 11779.3 ms [2021-05-13 18:48:09 main:574] : INFO : Epoch 1691 | loss: 0.031092 | val_loss: 0.031208 | Time: 11834.2 ms [2021-05-13 18:48:20 main:574] : INFO : Epoch 1692 | loss: 0.0311003 | val_loss: 0.0312346 | Time: 11413.7 ms [2021-05-13 18:48:32 main:574] : INFO : Epoch 1693 | loss: 0.0310865 | val_loss: 0.0312544 | Time: 11585.4 ms [2021-05-13 18:48:43 main:574] : INFO : Epoch 1694 | loss: 0.0310893 | val_loss: 0.0312526 | Time: 11795.3 ms [2021-05-13 18:48:55 main:574] : INFO : Epoch 1695 | loss: 0.0311018 | val_loss: 0.0312098 | Time: 11756.7 ms [2021-05-13 18:49:07 main:574] : INFO : Epoch 1696 | loss: 0.0311499 | val_loss: 0.0311913 | Time: 11540.1 ms [2021-05-13 18:49:19 main:574] : INFO : Epoch 1697 | loss: 0.031145 | val_loss: 0.0312015 | Time: 11846.2 ms [2021-05-13 18:49:30 main:574] : INFO : Epoch 1698 | loss: 0.0311392 | val_loss: 0.0311977 | Time: 11350 ms [2021-05-13 18:49:42 main:574] : INFO : Epoch 1699 | loss: 0.031128 | val_loss: 0.0312076 | Time: 11674.1 ms [2021-05-13 18:49:54 main:574] : INFO : Epoch 1700 | loss: 0.0311232 | val_loss: 0.0311984 | Time: 11994.7 ms [2021-05-13 18:50:05 main:574] : INFO : Epoch 1701 | loss: 0.0311146 | val_loss: 0.0312052 | Time: 11448.8 ms [2021-05-13 18:50:17 main:574] : INFO : Epoch 1702 | loss: 0.0311159 | val_loss: 0.0312068 | Time: 11573.5 ms [2021-05-13 18:50:28 main:574] : INFO : Epoch 1703 | loss: 0.0311095 | val_loss: 0.0312071 | Time: 11878.9 ms [2021-05-13 18:50:40 main:574] : INFO : Epoch 1704 | loss: 0.031099 | val_loss: 0.0312353 | Time: 11510.8 ms [2021-05-13 18:50:52 main:574] : INFO : Epoch 1705 | loss: 0.0310971 | val_loss: 0.0312462 | Time: 11646.2 ms [2021-05-13 18:51:03 main:574] : INFO : Epoch 1706 | loss: 0.031089 | val_loss: 0.0312425 | Time: 11750.8 ms [2021-05-13 18:51:15 main:574] : INFO : Epoch 1707 | loss: 0.031089 | val_loss: 0.0312383 | Time: 11611.8 ms [2021-05-13 18:51:27 main:574] : INFO : Epoch 1708 | loss: 0.0310918 | val_loss: 0.0312464 | Time: 11705.1 ms [2021-05-13 18:51:39 main:574] : INFO : Epoch 1709 | loss: 0.0310915 | val_loss: 0.0312485 | Time: 11807.9 ms [2021-05-13 18:51:50 main:574] : INFO : Epoch 1710 | loss: 0.0310862 | val_loss: 0.0312289 | Time: 11365.4 ms [2021-05-13 18:52:02 main:574] : INFO : Epoch 1711 | loss: 0.0310803 | val_loss: 0.0312327 | Time: 11688.1 ms [2021-05-13 18:52:13 main:574] : INFO : Epoch 1712 | loss: 0.0310802 | val_loss: 0.0312386 | Time: 11787.8 ms [2021-05-13 18:52:25 main:574] : INFO : Epoch 1713 | loss: 0.0310716 | val_loss: 0.0312306 | Time: 11685.4 ms [2021-05-13 18:52:37 main:574] : INFO : Epoch 1714 | loss: 0.0310798 | val_loss: 0.0312181 | Time: 11453.5 ms [2021-05-13 18:52:49 main:574] : INFO : Epoch 1715 | loss: 0.0310841 | val_loss: 0.0312214 | Time: 11831.5 ms [2021-05-13 18:53:00 main:574] : INFO : Epoch 1716 | loss: 0.0311261 | val_loss: 0.0312125 | Time: 11751.6 ms [2021-05-13 18:53:12 main:574] : INFO : Epoch 1717 | loss: 0.0311192 | val_loss: 0.0312275 | Time: 11518.1 ms [2021-05-13 18:53:24 main:574] : INFO : Epoch 1718 | loss: 0.0311066 | val_loss: 0.0312136 | Time: 11783.6 ms [2021-05-13 18:53:35 main:574] : INFO : Epoch 1719 | loss: 0.0310984 | val_loss: 0.0312224 | Time: 11740.3 ms [2021-05-13 18:53:47 main:574] : INFO : Epoch 1720 | loss: 0.0310897 | val_loss: 0.031227 | Time: 11277.6 ms [2021-05-13 18:53:59 main:574] : INFO : Epoch 1721 | loss: 0.0310879 | val_loss: 0.0312403 | Time: 12311.6 ms [2021-05-13 18:54:11 main:574] : INFO : Epoch 1722 | loss: 0.0310838 | val_loss: 0.0312356 | Time: 11839.9 ms [2021-05-13 18:54:23 main:574] : INFO : Epoch 1723 | loss: 0.0310883 | val_loss: 0.0312199 | Time: 12062.1 ms [2021-05-13 18:54:35 main:574] : INFO : Epoch 1724 | loss: 0.0310787 | val_loss: 0.0312282 | Time: 12137.2 ms [2021-05-13 18:54:47 main:574] : INFO : Epoch 1725 | loss: 0.031081 | val_loss: 0.031211 | Time: 12164.8 ms [2021-05-13 18:55:00 main:574] : INFO : Epoch 1726 | loss: 0.0310838 | val_loss: 0.0312242 | Time: 12771.6 ms [2021-05-13 18:55:13 main:574] : INFO : Epoch 1727 | loss: 0.0310812 | val_loss: 0.0312365 | Time: 12861.9 ms [2021-05-13 18:55:26 main:574] : INFO : Epoch 1728 | loss: 0.0310749 | val_loss: 0.0312396 | Time: 12967.6 ms [2021-05-13 18:55:39 main:574] : INFO : Epoch 1729 | loss: 0.0310827 | val_loss: 0.0312251 | Time: 13182.2 ms [2021-05-13 18:55:52 main:574] : INFO : Epoch 1730 | loss: 0.0310819 | val_loss: 0.0312307 | Time: 12864.2 ms [2021-05-13 18:56:05 main:574] : INFO : Epoch 1731 | loss: 0.0310717 | val_loss: 0.0312362 | Time: 12871 ms [2021-05-13 18:56:18 main:574] : INFO : Epoch 1732 | loss: 0.0310671 | val_loss: 0.0312243 | Time: 12665 ms [2021-05-13 18:56:30 main:574] : INFO : Epoch 1733 | loss: 0.0310793 | val_loss: 0.0312275 | Time: 12322.6 ms [2021-05-13 18:56:42 main:574] : INFO : Epoch 1734 | loss: 0.0310782 | val_loss: 0.031236 | Time: 12251.5 ms [2021-05-13 18:56:56 main:574] : INFO : Epoch 1735 | loss: 0.0310764 | val_loss: 0.0312397 | Time: 13213.9 ms [2021-05-13 18:57:08 main:574] : INFO : Epoch 1736 | loss: 0.0310775 | val_loss: 0.0312359 | Time: 12371.6 ms [2021-05-13 18:57:21 main:574] : INFO : Epoch 1737 | loss: 0.0310835 | val_loss: 0.0312314 | Time: 12491.9 ms [2021-05-13 18:57:33 main:574] : INFO : Epoch 1738 | loss: 0.0310786 | val_loss: 0.0312299 | Time: 12323.4 ms [2021-05-13 18:57:45 main:574] : INFO : Epoch 1739 | loss: 0.0310737 | val_loss: 0.0312499 | Time: 12329.5 ms [2021-05-13 18:57:58 main:574] : INFO : Epoch 1740 | loss: 0.0310779 | val_loss: 0.031225 | Time: 12735.9 ms [2021-05-13 18:58:11 main:574] : INFO : Epoch 1741 | loss: 0.0310764 | val_loss: 0.0312511 | Time: 12410.9 ms [2021-05-13 18:58:23 main:574] : INFO : Epoch 1742 | loss: 0.0310759 | val_loss: 0.031211 | Time: 12530.3 ms [2021-05-13 18:58:36 main:574] : INFO : Epoch 1743 | loss: 0.0310825 | val_loss: 0.0312293 | Time: 12618.2 ms [2021-05-13 18:58:48 main:574] : INFO : Epoch 1744 | loss: 0.0310851 | val_loss: 0.0312386 | Time: 12732.1 ms [2021-05-13 18:59:01 main:574] : INFO : Epoch 1745 | loss: 0.0310855 | val_loss: 0.0312296 | Time: 12463.5 ms [2021-05-13 18:59:13 main:574] : INFO : Epoch 1746 | loss: 0.031075 | val_loss: 0.0312424 | Time: 12559.8 ms [2021-05-13 18:59:26 main:574] : INFO : Epoch 1747 | loss: 0.0310715 | val_loss: 0.0312346 | Time: 12172.3 ms [2021-05-13 18:59:38 main:574] : INFO : Epoch 1748 | loss: 0.0310695 | val_loss: 0.0312369 | Time: 11996.1 ms [2021-05-13 18:59:49 main:574] : INFO : Epoch 1749 | loss: 0.0310871 | val_loss: 0.0312236 | Time: 11471.3 ms [2021-05-13 19:00:01 main:574] : INFO : Epoch 1750 | loss: 0.0310934 | val_loss: 0.0312214 | Time: 11517.7 ms [2021-05-13 19:00:12 main:574] : INFO : Epoch 1751 | loss: 0.0310813 | val_loss: 0.0312543 | Time: 11768.9 ms [2021-05-13 19:00:24 main:574] : INFO : Epoch 1752 | loss: 0.031081 | val_loss: 0.0312352 | Time: 11669 ms [2021-05-13 19:00:36 main:574] : INFO : Epoch 1753 | loss: 0.0310804 | val_loss: 0.0312282 | Time: 12176.9 ms [2021-05-13 19:00:48 main:574] : INFO : Epoch 1754 | loss: 0.0310953 | val_loss: 0.0311979 | Time: 12149.1 ms [2021-05-13 19:01:01 main:574] : INFO : Epoch 1755 | loss: 0.0311138 | val_loss: 0.0312122 | Time: 12147.2 ms [2021-05-13 19:01:13 main:574] : INFO : Epoch 1756 | loss: 0.0310959 | val_loss: 0.0312289 | Time: 12065 ms [2021-05-13 19:01:25 main:574] : INFO : Epoch 1757 | loss: 0.0310908 | val_loss: 0.0312446 | Time: 12066.5 ms [2021-05-13 19:01:37 main:574] : INFO : Epoch 1758 | loss: 0.0310826 | val_loss: 0.0312239 | Time: 11770.5 ms [2021-05-13 19:01:48 main:574] : INFO : Epoch 1759 | loss: 0.0310847 | val_loss: 0.0312346 | Time: 11658.9 ms [2021-05-13 19:02:00 main:574] : INFO : Epoch 1760 | loss: 0.0310786 | val_loss: 0.0312169 | Time: 11721.5 ms [2021-05-13 19:02:12 main:574] : INFO : Epoch 1761 | loss: 0.0310823 | val_loss: 0.0312392 | Time: 11734.7 ms [2021-05-13 19:02:24 main:574] : INFO : Epoch 1762 | loss: 0.0310763 | val_loss: 0.0312384 | Time: 12014.6 ms [2021-05-13 19:02:36 main:574] : INFO : Epoch 1763 | loss: 0.0310735 | val_loss: 0.0312308 | Time: 11739.2 ms [2021-05-13 19:02:47 main:574] : INFO : Epoch 1764 | loss: 0.031081 | val_loss: 0.0312435 | Time: 11695.2 ms [2021-05-13 19:02:59 main:574] : INFO : Epoch 1765 | loss: 0.0310779 | val_loss: 0.0312278 | Time: 11536.6 ms [2021-05-13 19:03:11 main:574] : INFO : Epoch 1766 | loss: 0.0310729 | val_loss: 0.0312327 | Time: 11900.1 ms [2021-05-13 19:03:23 main:574] : INFO : Epoch 1767 | loss: 0.0310679 | val_loss: 0.031234 | Time: 12121.4 ms [2021-05-13 19:03:35 main:574] : INFO : Epoch 1768 | loss: 0.0310731 | val_loss: 0.031226 | Time: 11416.5 ms [2021-05-13 19:03:46 main:574] : INFO : Epoch 1769 | loss: 0.0310791 | val_loss: 0.0312467 | Time: 11860.9 ms [2021-05-13 19:03:58 main:574] : INFO : Epoch 1770 | loss: 0.031075 | val_loss: 0.0312325 | Time: 11937.6 ms [2021-05-13 19:04:10 main:574] : INFO : Epoch 1771 | loss: 0.0310673 | val_loss: 0.0312377 | Time: 11850.5 ms [2021-05-13 19:04:22 main:574] : INFO : Epoch 1772 | loss: 0.0310732 | val_loss: 0.031226 | Time: 11452.6 ms [2021-05-13 19:04:33 main:574] : INFO : Epoch 1773 | loss: 0.0310898 | val_loss: 0.0312203 | Time: 11674.9 ms [2021-05-13 19:04:45 main:574] : INFO : Epoch 1774 | loss: 0.0310827 | val_loss: 0.0312532 | Time: 11569.5 ms [2021-05-13 19:04:56 main:574] : INFO : Epoch 1775 | loss: 0.031084 | val_loss: 0.0312492 | Time: 11502.9 ms [2021-05-13 19:05:08 main:574] : INFO : Epoch 1776 | loss: 0.0310822 | val_loss: 0.0312156 | Time: 11659.6 ms [2021-05-13 19:05:19 main:574] : INFO : Epoch 1777 | loss: 0.0310733 | val_loss: 0.0312401 | Time: 11129 ms [2021-05-13 19:05:30 main:574] : INFO : Epoch 1778 | loss: 0.0310737 | val_loss: 0.0312321 | Time: 11168.4 ms [2021-05-13 19:05:41 main:574] : INFO : Epoch 1779 | loss: 0.0310678 | val_loss: 0.0312443 | Time: 10771.6 ms [2021-05-13 19:05:52 main:574] : INFO : Epoch 1780 | loss: 0.0310714 | val_loss: 0.0312621 | Time: 10974.5 ms [2021-05-13 19:06:03 main:574] : INFO : Epoch 1781 | loss: 0.0311021 | val_loss: 0.0312446 | Time: 11008.2 ms [2021-05-13 19:06:14 main:574] : INFO : Epoch 1782 | loss: 0.031096 | val_loss: 0.0312155 | Time: 10768.5 ms [2021-05-13 19:06:25 main:574] : INFO : Epoch 1783 | loss: 0.0310789 | val_loss: 0.0312417 | Time: 11223.8 ms [2021-05-13 19:06:36 main:574] : INFO : Epoch 1784 | loss: 0.0310797 | val_loss: 0.0312311 | Time: 10816.3 ms [2021-05-13 19:06:47 main:574] : INFO : Epoch 1785 | loss: 0.0310795 | val_loss: 0.0312446 | Time: 11071.2 ms [2021-05-13 19:06:58 main:574] : INFO : Epoch 1786 | loss: 0.0310758 | val_loss: 0.0312416 | Time: 11267.1 ms [2021-05-13 19:07:09 main:574] : INFO : Epoch 1787 | loss: 0.0310703 | val_loss: 0.0312382 | Time: 10951.4 ms [2021-05-13 19:07:20 main:574] : INFO : Epoch 1788 | loss: 0.0310657 | val_loss: 0.0312307 | Time: 10985.5 ms [2021-05-13 19:07:31 main:574] : INFO : Epoch 1789 | loss: 0.031073 | val_loss: 0.0312433 | Time: 11019 ms [2021-05-13 19:07:43 main:574] : INFO : Epoch 1790 | loss: 0.031077 | val_loss: 0.0312467 | Time: 11313.7 ms [2021-05-13 19:07:54 main:574] : INFO : Epoch 1791 | loss: 0.0310727 | val_loss: 0.0312458 | Time: 11066 ms [2021-05-13 19:08:05 main:574] : INFO : Epoch 1792 | loss: 0.0310789 | val_loss: 0.0312211 | Time: 11051.2 ms [2021-05-13 19:08:16 main:574] : INFO : Epoch 1793 | loss: 0.031073 | val_loss: 0.0312301 | Time: 10940.5 ms [2021-05-13 19:08:27 main:574] : INFO : Epoch 1794 | loss: 0.0310709 | val_loss: 0.0312378 | Time: 11072.1 ms [2021-05-13 19:08:38 main:574] : INFO : Epoch 1795 | loss: 0.0310877 | val_loss: 0.0312215 | Time: 11007.4 ms [2021-05-13 19:08:49 main:574] : INFO : Epoch 1796 | loss: 0.0310927 | val_loss: 0.0312294 | Time: 10853.2 ms [2021-05-13 19:09:00 main:574] : INFO : Epoch 1797 | loss: 0.0310916 | val_loss: 0.0312309 | Time: 11098.1 ms [2021-05-13 19:09:11 main:574] : INFO : Epoch 1798 | loss: 0.0310981 | val_loss: 0.0312393 | Time: 10978.1 ms [2021-05-13 19:09:22 main:574] : INFO : Epoch 1799 | loss: 0.0310949 | val_loss: 0.0312132 | Time: 11043 ms [2021-05-13 19:09:33 main:574] : INFO : Epoch 1800 | loss: 0.0310896 | val_loss: 0.0312297 | Time: 11012.8 ms [2021-05-13 19:09:44 main:574] : INFO : Epoch 1801 | loss: 0.0310761 | val_loss: 0.0312294 | Time: 10802.7 ms [2021-05-13 19:09:55 main:574] : INFO : Epoch 1802 | loss: 0.0310824 | val_loss: 0.0312336 | Time: 11047.1 ms [2021-05-13 19:10:06 main:574] : INFO : Epoch 1803 | loss: 0.0310863 | val_loss: 0.0312448 | Time: 11003.3 ms [2021-05-13 19:10:16 main:574] : INFO : Epoch 1804 | loss: 0.0310775 | val_loss: 0.031218 | Time: 10638.2 ms [2021-05-13 19:10:28 main:574] : INFO : Epoch 1805 | loss: 0.0310934 | val_loss: 0.031229 | Time: 11185.3 ms [2021-05-13 19:10:39 main:574] : INFO : Epoch 1806 | loss: 0.0310811 | val_loss: 0.0312389 | Time: 10819.9 ms [2021-05-13 19:10:50 main:574] : INFO : Epoch 1807 | loss: 0.0310819 | val_loss: 0.0312411 | Time: 11026.3 ms [2021-05-13 19:11:01 main:574] : INFO : Epoch 1808 | loss: 0.0310697 | val_loss: 0.0312587 | Time: 10868.6 ms [2021-05-13 19:11:11 main:574] : INFO : Epoch 1809 | loss: 0.0310747 | val_loss: 0.0312325 | Time: 10811.3 ms [2021-05-13 19:11:23 main:574] : INFO : Epoch 1810 | loss: 0.0310785 | val_loss: 0.0312385 | Time: 11075 ms [2021-05-13 19:11:33 main:574] : INFO : Epoch 1811 | loss: 0.0310667 | val_loss: 0.031251 | Time: 10873.6 ms [2021-05-13 19:11:44 main:574] : INFO : Epoch 1812 | loss: 0.0310675 | val_loss: 0.0312342 | Time: 10891.3 ms [2021-05-13 19:11:55 main:574] : INFO : Epoch 1813 | loss: 0.0310765 | val_loss: 0.0312257 | Time: 11158 ms [2021-05-13 19:12:06 main:574] : INFO : Epoch 1814 | loss: 0.0310714 | val_loss: 0.0312267 | Time: 10801.5 ms [2021-05-13 19:12:17 main:574] : INFO : Epoch 1815 | loss: 0.0310675 | val_loss: 0.0312416 | Time: 10912.9 ms [2021-05-13 19:12:28 main:574] : INFO : Epoch 1816 | loss: 0.0310706 | val_loss: 0.0312465 | Time: 10938.7 ms [2021-05-13 19:12:39 main:574] : INFO : Epoch 1817 | loss: 0.0310704 | val_loss: 0.0312603 | Time: 10828.4 ms [2021-05-13 19:12:50 main:574] : INFO : Epoch 1818 | loss: 0.0310672 | val_loss: 0.0312317 | Time: 10974.9 ms [2021-05-13 19:13:01 main:574] : INFO : Epoch 1819 | loss: 0.0310736 | val_loss: 0.0312294 | Time: 10776.8 ms [2021-05-13 19:13:12 main:574] : INFO : Epoch 1820 | loss: 0.0310648 | val_loss: 0.0312546 | Time: 10904.6 ms [2021-05-13 19:13:23 main:574] : INFO : Epoch 1821 | loss: 0.0310734 | val_loss: 0.0312275 | Time: 11147.6 ms [2021-05-13 19:13:34 main:574] : INFO : Epoch 1822 | loss: 0.0310811 | val_loss: 0.0312502 | Time: 10898.9 ms [2021-05-13 19:13:45 main:574] : INFO : Epoch 1823 | loss: 0.0310722 | val_loss: 0.0312289 | Time: 11095.9 ms [2021-05-13 19:13:56 main:574] : INFO : Epoch 1824 | loss: 0.0310646 | val_loss: 0.0312387 | Time: 10828.8 ms [2021-05-13 19:14:07 main:574] : INFO : Epoch 1825 | loss: 0.0310632 | val_loss: 0.0312377 | Time: 10940.1 ms [2021-05-13 19:14:18 main:574] : INFO : Epoch 1826 | loss: 0.0310663 | val_loss: 0.0312467 | Time: 11095.7 ms [2021-05-13 19:14:29 main:574] : INFO : Epoch 1827 | loss: 0.031064 | val_loss: 0.0312501 | Time: 10673.3 ms [2021-05-13 19:14:40 main:574] : INFO : Epoch 1828 | loss: 0.0310612 | val_loss: 0.0312448 | Time: 10956.6 ms [2021-05-13 19:14:51 main:574] : INFO : Epoch 1829 | loss: 0.0310637 | val_loss: 0.0312446 | Time: 10900.2 ms [2021-05-13 19:15:01 main:574] : INFO : Epoch 1830 | loss: 0.0310674 | val_loss: 0.0312344 | Time: 10819.9 ms [2021-05-13 19:15:12 main:574] : INFO : Epoch 1831 | loss: 0.0310735 | val_loss: 0.0312301 | Time: 10909.4 ms [2021-05-13 19:15:23 main:574] : INFO : Epoch 1832 | loss: 0.0310678 | val_loss: 0.0312458 | Time: 10873.9 ms [2021-05-13 19:15:34 main:574] : INFO : Epoch 1833 | loss: 0.0310696 | val_loss: 0.0312307 | Time: 10952.7 ms [2021-05-13 19:15:45 main:574] : INFO : Epoch 1834 | loss: 0.0310676 | val_loss: 0.0312324 | Time: 11145.2 ms [2021-05-13 19:15:56 main:574] : INFO : Epoch 1835 | loss: 0.0310748 | val_loss: 0.0312163 | Time: 10805.1 ms [2021-05-13 19:16:07 main:574] : INFO : Epoch 1836 | loss: 0.031076 | val_loss: 0.0312653 | Time: 11094.7 ms [2021-05-13 19:16:18 main:574] : INFO : Epoch 1837 | loss: 0.031069 | val_loss: 0.0312258 | Time: 10947 ms [2021-05-13 19:16:29 main:574] : INFO : Epoch 1838 | loss: 0.031075 | val_loss: 0.0312591 | Time: 10930 ms [2021-05-13 19:16:40 main:574] : INFO : Epoch 1839 | loss: 0.0310773 | val_loss: 0.0312258 | Time: 11020.6 ms [2021-05-13 19:16:51 main:574] : INFO : Epoch 1840 | loss: 0.0310685 | val_loss: 0.0312443 | Time: 11057.4 ms [2021-05-13 19:17:02 main:574] : INFO : Epoch 1841 | loss: 0.0310813 | val_loss: 0.0312452 | Time: 10967.9 ms [2021-05-13 19:17:13 main:574] : INFO : Epoch 1842 | loss: 0.0310739 | val_loss: 0.0312265 | Time: 10864.1 ms [2021-05-13 19:17:24 main:574] : INFO : Epoch 1843 | loss: 0.0310733 | val_loss: 0.0312513 | Time: 10823.2 ms [2021-05-13 19:17:35 main:574] : INFO : Epoch 1844 | loss: 0.0310658 | val_loss: 0.0312396 | Time: 10990.6 ms [2021-05-13 19:17:46 main:574] : INFO : Epoch 1845 | loss: 0.0310679 | val_loss: 0.0312323 | Time: 10911 ms [2021-05-13 19:17:57 main:574] : INFO : Epoch 1846 | loss: 0.0310691 | val_loss: 0.0312724 | Time: 11187.3 ms [2021-05-13 19:18:08 main:574] : INFO : Epoch 1847 | loss: 0.0310705 | val_loss: 0.0312577 | Time: 10902.6 ms [2021-05-13 19:18:19 main:574] : INFO : Epoch 1848 | loss: 0.0310677 | val_loss: 0.0312411 | Time: 10910.8 ms [2021-05-13 19:18:30 main:574] : INFO : Epoch 1849 | loss: 0.0310801 | val_loss: 0.0312209 | Time: 10993 ms [2021-05-13 19:18:41 main:574] : INFO : Epoch 1850 | loss: 0.0311277 | val_loss: 0.0311894 | Time: 10850.1 ms [2021-05-13 19:18:52 main:574] : INFO : Epoch 1851 | loss: 0.0311564 | val_loss: 0.0311815 | Time: 10908.2 ms [2021-05-13 19:19:03 main:574] : INFO : Epoch 1852 | loss: 0.0311505 | val_loss: 0.0311825 | Time: 11005.6 ms [2021-05-13 19:19:14 main:574] : INFO : Epoch 1853 | loss: 0.0311482 | val_loss: 0.031193 | Time: 10785.2 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-13 20:15:04 main:435] : INFO : Set logging level to 1 [2021-05-13 20:15:04 main:441] : INFO : Running in BOINC Client mode [2021-05-13 20:15:04 main:444] : INFO : Resolving all filenames [2021-05-13 20:15:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-13 20:15:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619234176-21018-1_0_r782743107_1 (exists = 1) [2021-05-13 20:15:04 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619234176-21018-1_0_r782743107_0 (exists = 0) [2021-05-13 20:15:04 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619234176-21018-1 (exists = 1) [2021-05-13 20:15:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-13 20:15:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-13 20:15:04 main:474] : INFO : Configuration: [2021-05-13 20:15:04 main:475] : INFO : Model type: GRU [2021-05-13 20:15:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-13 20:15:04 main:477] : INFO : Max Epochs: 2048 [2021-05-13 20:15:04 main:478] : INFO : Batch Size: 128 [2021-05-13 20:15:04 main:479] : INFO : Learning Rate: 0.01 [2021-05-13 20:15:04 main:480] : INFO : Patience: 10 [2021-05-13 20:15:04 main:481] : INFO : Hidden Width: 12 [2021-05-13 20:15:04 main:482] : INFO : # Recurrent Layers: 4 [2021-05-13 20:15:04 main:483] : INFO : # Backend Layers: 4 [2021-05-13 20:15:04 main:484] : INFO : # Threads: 1 [2021-05-13 20:15:04 main:486] : INFO : Preparing Dataset [2021-05-13 20:15:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-13 20:15:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-13 20:15:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-13 20:15:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-13 20:15:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-13 20:15:08 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-13 20:15:08 main:494] : INFO : Creating Model [2021-05-13 20:15:08 main:507] : INFO : Preparing config file [2021-05-13 20:15:08 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-13 20:15:08 main:512] : INFO : Loading config [2021-05-13 20:15:08 main:514] : INFO : Loading state [2021-05-13 20:15:10 main:559] : INFO : Loading DataLoader into Memory [2021-05-13 20:15:10 main:562] : INFO : Starting Training [2021-05-13 20:15:21 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0312191 | Time: 11661.6 ms [2021-05-13 20:15:32 main:574] : INFO : Epoch 1851 | loss: 0.0310987 | val_loss: 0.0312439 | Time: 11196 ms [2021-05-13 20:15:44 main:574] : INFO : Epoch 1852 | loss: 0.0310843 | val_loss: 0.0312204 | Time: 11424.8 ms [2021-05-13 20:15:55 main:574] : INFO : Epoch 1853 | loss: 0.0310811 | val_loss: 0.0312324 | Time: 11160.3 ms [2021-05-13 20:16:07 main:574] : INFO : Epoch 1854 | loss: 0.0310802 | val_loss: 0.03123 | Time: 11816.4 ms [2021-05-13 20:16:19 main:574] : INFO : Epoch 1855 | loss: 0.0310799 | val_loss: 0.0312453 | Time: 12397.6 ms [2021-05-13 20:16:31 main:574] : INFO : Epoch 1856 | loss: 0.0310726 | val_loss: 0.0312395 | Time: 11500.1 ms [2021-05-13 20:16:43 main:574] : INFO : Epoch 1857 | loss: 0.0310722 | val_loss: 0.0312345 | Time: 11939.1 ms [2021-05-13 20:16:55 main:574] : INFO : Epoch 1858 | loss: 0.0310722 | val_loss: 0.0312393 | Time: 12072.5 ms [2021-05-13 20:17:06 main:574] : INFO : Epoch 1859 | loss: 0.0310693 | val_loss: 0.0312483 | Time: 11420.7 ms [2021-05-13 20:17:18 main:574] : INFO : Epoch 1860 | loss: 0.0310656 | val_loss: 0.0312478 | Time: 11397.1 ms [2021-05-13 20:17:29 main:574] : INFO : Epoch 1861 | loss: 0.0310647 | val_loss: 0.0312504 | Time: 11339.4 ms [2021-05-13 20:17:40 main:574] : INFO : Epoch 1862 | loss: 0.0310729 | val_loss: 0.031237 | Time: 10631.3 ms [2021-05-13 20:17:50 main:574] : INFO : Epoch 1863 | loss: 0.0310767 | val_loss: 0.0312359 | Time: 10566.1 ms [2021-05-13 20:18:01 main:574] : INFO : Epoch 1864 | loss: 0.0310698 | val_loss: 0.0312463 | Time: 10736.5 ms [2021-05-13 20:18:12 main:574] : INFO : Epoch 1865 | loss: 0.0310793 | val_loss: 0.0312185 | Time: 11182.4 ms [2021-05-13 20:18:23 main:574] : INFO : Epoch 1866 | loss: 0.0310767 | val_loss: 0.0312267 | Time: 10985.1 ms [2021-05-13 20:18:35 main:574] : INFO : Epoch 1867 | loss: 0.0310743 | val_loss: 0.0312192 | Time: 11163.9 ms [2021-05-13 20:18:46 main:574] : INFO : Epoch 1868 | loss: 0.0310724 | val_loss: 0.031225 | Time: 10904.9 ms [2021-05-13 20:18:56 main:574] : INFO : Epoch 1869 | loss: 0.0310705 | val_loss: 0.0312356 | Time: 10982 ms [2021-05-13 20:19:08 main:574] : INFO : Epoch 1870 | loss: 0.0310704 | val_loss: 0.0312505 | Time: 11293.7 ms [2021-05-13 20:19:19 main:574] : INFO : Epoch 1871 | loss: 0.0310787 | val_loss: 0.0312259 | Time: 11135.2 ms [2021-05-13 20:19:30 main:574] : INFO : Epoch 1872 | loss: 0.0310928 | val_loss: 0.0312192 | Time: 11214.1 ms [2021-05-13 20:19:42 main:574] : INFO : Epoch 1873 | loss: 0.0310847 | val_loss: 0.0312265 | Time: 11272.2 ms [2021-05-13 20:19:52 main:574] : INFO : Epoch 1874 | loss: 0.0310714 | val_loss: 0.0312426 | Time: 10538.9 ms [2021-05-13 20:20:02 main:574] : INFO : Epoch 1875 | loss: 0.0310729 | val_loss: 0.0312552 | Time: 10400.8 ms [2021-05-13 20:20:13 main:574] : INFO : Epoch 1876 | loss: 0.0310706 | val_loss: 0.0312374 | Time: 10573.3 ms [2021-05-13 20:20:24 main:574] : INFO : Epoch 1877 | loss: 0.0310702 | val_loss: 0.0312256 | Time: 10957 ms [2021-05-13 20:20:35 main:574] : INFO : Epoch 1878 | loss: 0.0310724 | val_loss: 0.0312258 | Time: 11119.2 ms [2021-05-13 20:20:46 main:574] : INFO : Epoch 1879 | loss: 0.0310747 | val_loss: 0.0312373 | Time: 10920 ms [2021-05-13 20:20:58 main:574] : INFO : Epoch 1880 | loss: 0.0311143 | val_loss: 0.031215 | Time: 11775.1 ms [2021-05-13 20:21:09 main:574] : INFO : Epoch 1881 | loss: 0.0311008 | val_loss: 0.0312349 | Time: 10774.1 ms [2021-05-13 20:21:20 main:574] : INFO : Epoch 1882 | loss: 0.0310892 | val_loss: 0.0312295 | Time: 10663.9 ms [2021-05-13 20:21:29 main:574] : INFO : Epoch 1883 | loss: 0.0310949 | val_loss: 0.0312031 | Time: 9738.92 ms [2021-05-13 20:21:39 main:574] : INFO : Epoch 1884 | loss: 0.0310927 | val_loss: 0.0312144 | Time: 9951.96 ms [2021-05-13 20:21:50 main:574] : INFO : Epoch 1885 | loss: 0.0310924 | val_loss: 0.0312315 | Time: 10975.3 ms [2021-05-13 20:22:01 main:574] : INFO : Epoch 1886 | loss: 0.0310806 | val_loss: 0.0312361 | Time: 10973 ms [2021-05-13 20:22:12 main:574] : INFO : Epoch 1887 | loss: 0.0310729 | val_loss: 0.0312456 | Time: 11239.6 ms [2021-05-13 20:22:23 main:574] : INFO : Epoch 1888 | loss: 0.0310728 | val_loss: 0.0312521 | Time: 11040.1 ms [2021-05-13 20:22:35 main:574] : INFO : Epoch 1889 | loss: 0.031068 | val_loss: 0.031229 | Time: 11183 ms [2021-05-13 20:22:46 main:574] : INFO : Epoch 1890 | loss: 0.0310678 | val_loss: 0.0312606 | Time: 11449 ms [2021-05-13 20:22:57 main:574] : INFO : Epoch 1891 | loss: 0.0310683 | val_loss: 0.0312318 | Time: 11340.4 ms [2021-05-13 20:23:08 main:574] : INFO : Epoch 1892 | loss: 0.0310695 | val_loss: 0.0312506 | Time: 10098.4 ms [2021-05-13 20:23:18 main:574] : INFO : Epoch 1893 | loss: 0.0310857 | val_loss: 0.0312247 | Time: 9967.07 ms [2021-05-13 20:23:27 main:574] : INFO : Epoch 1894 | loss: 0.0310866 | val_loss: 0.031252 | Time: 9940.82 ms [2021-05-13 20:23:37 main:574] : INFO : Epoch 1895 | loss: 0.0310782 | val_loss: 0.0312385 | Time: 9841.04 ms [2021-05-13 20:23:47 main:574] : INFO : Epoch 1896 | loss: 0.0310644 | val_loss: 0.0312788 | Time: 10073 ms [2021-05-13 20:23:57 main:574] : INFO : Epoch 1897 | loss: 0.0310751 | val_loss: 0.0312209 | Time: 9954.58 ms [2021-05-13 20:24:07 main:574] : INFO : Epoch 1898 | loss: 0.0310677 | val_loss: 0.0312462 | Time: 9994.94 ms [2021-05-13 20:24:17 main:574] : INFO : Epoch 1899 | loss: 0.0310696 | val_loss: 0.0312559 | Time: 9954.41 ms [2021-05-13 20:24:27 main:574] : INFO : Epoch 1900 | loss: 0.0310811 | val_loss: 0.0312357 | Time: 9868.58 ms [2021-05-13 20:24:38 main:574] : INFO : Epoch 1901 | loss: 0.0310751 | val_loss: 0.0312475 | Time: 10641.7 ms [2021-05-13 20:24:49 main:574] : INFO : Epoch 1902 | loss: 0.0310707 | val_loss: 0.0312704 | Time: 10707 ms [2021-05-13 20:24:59 main:574] : INFO : Epoch 1903 | loss: 0.0310848 | val_loss: 0.0312042 | Time: 10420 ms [2021-05-13 20:25:10 main:574] : INFO : Epoch 1904 | loss: 0.0311119 | val_loss: 0.0312157 | Time: 10666.1 ms [2021-05-13 20:25:21 main:574] : INFO : Epoch 1905 | loss: 0.0310978 | val_loss: 0.0312308 | Time: 10802.5 ms [2021-05-13 20:25:31 main:574] : INFO : Epoch 1906 | loss: 0.0310766 | val_loss: 0.0312377 | Time: 10373 ms [2021-05-13 20:25:41 main:574] : INFO : Epoch 1907 | loss: 0.0310736 | val_loss: 0.0312397 | Time: 10233.8 ms [2021-05-13 20:25:51 main:574] : INFO : Epoch 1908 | loss: 0.0310902 | val_loss: 0.0312441 | Time: 10318.2 ms [2021-05-13 20:26:02 main:574] : INFO : Epoch 1909 | loss: 0.031073 | val_loss: 0.0312222 | Time: 10217.6 ms [2021-05-13 20:26:12 main:574] : INFO : Epoch 1910 | loss: 0.0310719 | val_loss: 0.0312404 | Time: 10093.1 ms [2021-05-13 20:26:22 main:574] : INFO : Epoch 1911 | loss: 0.031077 | val_loss: 0.0312279 | Time: 9753.7 ms [2021-05-13 20:26:31 main:574] : INFO : Epoch 1912 | loss: 0.0310805 | val_loss: 0.031264 | Time: 9673.2 ms [2021-05-13 20:26:41 main:574] : INFO : Epoch 1913 | loss: 0.0310697 | val_loss: 0.0312365 | Time: 9955.98 ms [2021-05-13 20:26:51 main:574] : INFO : Epoch 1914 | loss: 0.0310774 | val_loss: 0.0312482 | Time: 10019.8 ms [2021-05-13 20:27:01 main:574] : INFO : Epoch 1915 | loss: 0.0310639 | val_loss: 0.0312461 | Time: 10068.4 ms [2021-05-13 20:27:12 main:574] : INFO : Epoch 1916 | loss: 0.0310639 | val_loss: 0.0312251 | Time: 10285.3 ms [2021-05-13 20:27:22 main:574] : INFO : Epoch 1917 | loss: 0.03107 | val_loss: 0.0312188 | Time: 10326.9 ms [2021-05-13 20:27:32 main:574] : INFO : Epoch 1918 | loss: 0.0310792 | val_loss: 0.0312567 | Time: 10147.8 ms [2021-05-13 20:27:42 main:574] : INFO : Epoch 1919 | loss: 0.0310766 | val_loss: 0.0312322 | Time: 10009.3 ms [2021-05-13 20:27:52 main:574] : INFO : Epoch 1920 | loss: 0.0310741 | val_loss: 0.0312554 | Time: 9842.96 ms [2021-05-13 20:28:02 main:574] : INFO : Epoch 1921 | loss: 0.0310701 | val_loss: 0.0312249 | Time: 9644.54 ms [2021-05-13 20:28:12 main:574] : INFO : Epoch 1922 | loss: 0.0310653 | val_loss: 0.0312544 | Time: 9666.63 ms [2021-05-13 20:28:21 main:574] : INFO : Epoch 1923 | loss: 0.0310581 | val_loss: 0.0312418 | Time: 9795.88 ms [2021-05-13 20:28:31 main:574] : INFO : Epoch 1924 | loss: 0.0310687 | val_loss: 0.0312553 | Time: 9629.06 ms [2021-05-13 20:28:41 main:574] : INFO : Epoch 1925 | loss: 0.0310748 | val_loss: 0.0312183 | Time: 9756.34 ms [2021-05-13 20:28:50 main:574] : INFO : Epoch 1926 | loss: 0.0310757 | val_loss: 0.0312361 | Time: 9607.45 ms [2021-05-13 20:29:00 main:574] : INFO : Epoch 1927 | loss: 0.031077 | val_loss: 0.0312459 | Time: 9645.9 ms [2021-05-13 20:29:10 main:574] : INFO : Epoch 1928 | loss: 0.0310684 | val_loss: 0.0312616 | Time: 9638.19 ms [2021-05-13 20:29:20 main:574] : INFO : Epoch 1929 | loss: 0.03108 | val_loss: 0.0312669 | Time: 9853.06 ms [2021-05-13 20:29:30 main:574] : INFO : Epoch 1930 | loss: 0.0311034 | val_loss: 0.0312243 | Time: 9768.9 ms [2021-05-13 20:29:39 main:574] : INFO : Epoch 1931 | loss: 0.0311007 | val_loss: 0.0312242 | Time: 9784.38 ms [2021-05-13 20:29:49 main:574] : INFO : Epoch 1932 | loss: 0.0310859 | val_loss: 0.0312216 | Time: 9869.61 ms [2021-05-13 20:29:59 main:574] : INFO : Epoch 1933 | loss: 0.0310762 | val_loss: 0.0312454 | Time: 9851.26 ms [2021-05-13 20:30:09 main:574] : INFO : Epoch 1934 | loss: 0.0310682 | val_loss: 0.0312404 | Time: 9747.36 ms [2021-05-13 20:30:18 main:574] : INFO : Epoch 1935 | loss: 0.0310675 | val_loss: 0.0312488 | Time: 9489.5 ms [2021-05-13 20:30:28 main:574] : INFO : Epoch 1936 | loss: 0.0310832 | val_loss: 0.0312631 | Time: 9519.46 ms [2021-05-13 20:30:38 main:574] : INFO : Epoch 1937 | loss: 0.0310823 | val_loss: 0.0312307 | Time: 9613.65 ms [2021-05-13 20:30:47 main:574] : INFO : Epoch 1938 | loss: 0.0310719 | val_loss: 0.0312392 | Time: 9658.7 ms [2021-05-13 20:30:57 main:574] : INFO : Epoch 1939 | loss: 0.0310757 | val_loss: 0.0312403 | Time: 9606.8 ms [2021-05-13 20:31:07 main:574] : INFO : Epoch 1940 | loss: 0.0310728 | val_loss: 0.0312341 | Time: 9728.48 ms [2021-05-13 20:31:16 main:574] : INFO : Epoch 1941 | loss: 0.0310681 | val_loss: 0.0312619 | Time: 9714.29 ms [2021-05-13 20:31:26 main:574] : INFO : Epoch 1942 | loss: 0.0310698 | val_loss: 0.0312475 | Time: 9350.65 ms [2021-05-13 20:31:35 main:574] : INFO : Epoch 1943 | loss: 0.0310739 | val_loss: 0.0312147 | Time: 9296.06 ms [2021-05-13 20:31:44 main:574] : INFO : Epoch 1944 | loss: 0.0310707 | val_loss: 0.03122 | Time: 9258.1 ms [2021-05-13 20:31:53 main:574] : INFO : Epoch 1945 | loss: 0.0310714 | val_loss: 0.0312344 | Time: 9221.46 ms [2021-05-13 20:32:03 main:574] : INFO : Epoch 1946 | loss: 0.0310664 | val_loss: 0.0312471 | Time: 9251.45 ms [2021-05-13 20:32:12 main:574] : INFO : Epoch 1947 | loss: 0.0310632 | val_loss: 0.0312441 | Time: 9260.7 ms [2021-05-13 20:32:21 main:574] : INFO : Epoch 1948 | loss: 0.0310959 | val_loss: 0.0312073 | Time: 9281.27 ms [2021-05-13 20:32:30 main:574] : INFO : Epoch 1949 | loss: 0.0311185 | val_loss: 0.0312225 | Time: 9121.36 ms [2021-05-13 20:32:40 main:574] : INFO : Epoch 1950 | loss: 0.0311177 | val_loss: 0.0312056 | Time: 9280.08 ms [2021-05-13 20:32:49 main:574] : INFO : Epoch 1951 | loss: 0.0311064 | val_loss: 0.0312045 | Time: 9311.32 ms [2021-05-13 20:32:58 main:574] : INFO : Epoch 1952 | loss: 0.0310944 | val_loss: 0.0312302 | Time: 9256.64 ms [2021-05-13 20:33:08 main:574] : INFO : Epoch 1953 | loss: 0.0310855 | val_loss: 0.0312405 | Time: 9219.04 ms [2021-05-13 20:33:17 main:574] : INFO : Epoch 1954 | loss: 0.031079 | val_loss: 0.0312472 | Time: 9301.36 ms [2021-05-13 20:33:26 main:574] : INFO : Epoch 1955 | loss: 0.0310676 | val_loss: 0.0312288 | Time: 9224.83 ms [2021-05-13 20:33:35 main:574] : INFO : Epoch 1956 | loss: 0.0310692 | val_loss: 0.0312432 | Time: 9245.85 ms [2021-05-13 20:33:45 main:574] : INFO : Epoch 1957 | loss: 0.0310708 | val_loss: 0.0312611 | Time: 9318.5 ms [2021-05-13 20:33:54 main:574] : INFO : Epoch 1958 | loss: 0.0310679 | val_loss: 0.031231 | Time: 9225.41 ms [2021-05-13 20:34:03 main:574] : INFO : Epoch 1959 | loss: 0.0310707 | val_loss: 0.0312446 | Time: 9309.77 ms [2021-05-13 20:34:13 main:574] : INFO : Epoch 1960 | loss: 0.0310694 | val_loss: 0.0312349 | Time: 9275.84 ms [2021-05-13 20:34:22 main:574] : INFO : Epoch 1961 | loss: 0.031074 | val_loss: 0.0312266 | Time: 9269.92 ms [2021-05-13 20:34:31 main:574] : INFO : Epoch 1962 | loss: 0.0310684 | val_loss: 0.0312335 | Time: 9229.94 ms [2021-05-13 20:34:40 main:574] : INFO : Epoch 1963 | loss: 0.0310799 | val_loss: 0.0312399 | Time: 9224.16 ms [2021-05-13 20:34:50 main:574] : INFO : Epoch 1964 | loss: 0.0310712 | val_loss: 0.0312566 | Time: 9300.95 ms [2021-05-13 20:34:59 main:574] : INFO : Epoch 1965 | loss: 0.0310701 | val_loss: 0.0312455 | Time: 9251.4 ms [2021-05-13 20:35:08 main:574] : INFO : Epoch 1966 | loss: 0.0310732 | val_loss: 0.0312494 | Time: 9256.86 ms [2021-05-13 20:35:17 main:574] : INFO : Epoch 1967 | loss: 0.0310869 | val_loss: 0.031234 | Time: 9268.15 ms [2021-05-13 20:35:27 main:574] : INFO : Epoch 1968 | loss: 0.0310667 | val_loss: 0.0312451 | Time: 9225.12 ms [2021-05-13 20:35:36 main:574] : INFO : Epoch 1969 | loss: 0.0310717 | val_loss: 0.0312581 | Time: 9257.25 ms [2021-05-13 20:35:45 main:574] : INFO : Epoch 1970 | loss: 0.0310745 | val_loss: 0.0312371 | Time: 9195.35 ms [2021-05-13 20:35:55 main:574] : INFO : Epoch 1971 | loss: 0.0310725 | val_loss: 0.0312515 | Time: 9276.14 ms [2021-05-13 20:36:04 main:574] : INFO : Epoch 1972 | loss: 0.031067 | val_loss: 0.0312532 | Time: 9249.77 ms [2021-05-13 20:36:13 main:574] : INFO : Epoch 1973 | loss: 0.0310651 | val_loss: 0.0312436 | Time: 9232.59 ms [2021-05-13 20:36:22 main:574] : INFO : Epoch 1974 | loss: 0.0310595 | val_loss: 0.0312486 | Time: 9199.8 ms [2021-05-13 20:36:31 main:574] : INFO : Epoch 1975 | loss: 0.0310637 | val_loss: 0.0312499 | Time: 9239.98 ms [2021-05-13 20:36:41 main:574] : INFO : Epoch 1976 | loss: 0.0310604 | val_loss: 0.0312392 | Time: 9240.6 ms [2021-05-13 20:36:50 main:574] : INFO : Epoch 1977 | loss: 0.0310659 | val_loss: 0.0312548 | Time: 9260.22 ms [2021-05-13 20:36:59 main:574] : INFO : Epoch 1978 | loss: 0.0310697 | val_loss: 0.0312435 | Time: 9236.25 ms [2021-05-13 20:37:08 main:574] : INFO : Epoch 1979 | loss: 0.0310648 | val_loss: 0.0312239 | Time: 9219.63 ms [2021-05-13 20:37:18 main:574] : INFO : Epoch 1980 | loss: 0.031074 | val_loss: 0.0312218 | Time: 9384.16 ms [2021-05-13 20:37:27 main:574] : INFO : Epoch 1981 | loss: 0.0311067 | val_loss: 0.0312152 | Time: 9249.96 ms [2021-05-13 20:37:36 main:574] : INFO : Epoch 1982 | loss: 0.0310867 | val_loss: 0.0312207 | Time: 9216.27 ms [2021-05-13 20:37:46 main:574] : INFO : Epoch 1983 | loss: 0.0310906 | val_loss: 0.031239 | Time: 9202.77 ms [2021-05-13 20:37:55 main:574] : INFO : Epoch 1984 | loss: 0.0310783 | val_loss: 0.0312516 | Time: 9246.73 ms [2021-05-13 20:38:04 main:574] : INFO : Epoch 1985 | loss: 0.0310682 | val_loss: 0.0312387 | Time: 9333.65 ms [2021-05-13 20:38:13 main:574] : INFO : Epoch 1986 | loss: 0.0310727 | val_loss: 0.0312371 | Time: 9194.23 ms [2021-05-13 20:38:23 main:574] : INFO : Epoch 1987 | loss: 0.0310696 | val_loss: 0.0312372 | Time: 9459.86 ms [2021-05-13 20:38:32 main:574] : INFO : Epoch 1988 | loss: 0.0310692 | val_loss: 0.0312325 | Time: 9216.83 ms [2021-05-13 20:38:41 main:574] : INFO : Epoch 1989 | loss: 0.0310712 | val_loss: 0.031252 | Time: 9265.36 ms [2021-05-13 20:38:51 main:574] : INFO : Epoch 1990 | loss: 0.0310832 | val_loss: 0.031226 | Time: 9250.92 ms [2021-05-13 20:39:00 main:574] : INFO : Epoch 1991 | loss: 0.0310728 | val_loss: 0.0312522 | Time: 9264.25 ms [2021-05-13 20:39:09 main:574] : INFO : Epoch 1992 | loss: 0.0310926 | val_loss: 0.0312296 | Time: 9317.05 ms [2021-05-13 20:39:19 main:574] : INFO : Epoch 1993 | loss: 0.0310905 | val_loss: 0.0312371 | Time: 9239.96 ms [2021-05-13 20:39:28 main:574] : INFO : Epoch 1994 | loss: 0.0310922 | val_loss: 0.0312439 | Time: 9252.53 ms [2021-05-13 20:39:37 main:574] : INFO : Epoch 1995 | loss: 0.0310794 | val_loss: 0.0312333 | Time: 9189.51 ms [2021-05-13 20:39:46 main:574] : INFO : Epoch 1996 | loss: 0.03107 | val_loss: 0.0312463 | Time: 9236.05 ms [2021-05-13 20:39:55 main:574] : INFO : Epoch 1997 | loss: 0.0310789 | val_loss: 0.0312303 | Time: 9253.95 ms [2021-05-13 20:40:05 main:574] : INFO : Epoch 1998 | loss: 0.0310791 | val_loss: 0.0312063 | Time: 9210.09 ms [2021-05-13 20:40:14 main:574] : INFO : Epoch 1999 | loss: 0.0311038 | val_loss: 0.0312216 | Time: 9181.79 ms [2021-05-13 20:40:23 main:574] : INFO : Epoch 2000 | loss: 0.0310894 | val_loss: 0.0312308 | Time: 9237.5 ms [2021-05-13 20:40:33 main:574] : INFO : Epoch 2001 | loss: 0.0310798 | val_loss: 0.0312588 | Time: 9280.81 ms [2021-05-13 20:40:42 main:574] : INFO : Epoch 2002 | loss: 0.0310809 | val_loss: 0.0312209 | Time: 9291.24 ms [2021-05-13 20:40:51 main:574] : INFO : Epoch 2003 | loss: 0.0310756 | val_loss: 0.031244 | Time: 9249.56 ms [2021-05-13 20:41:00 main:574] : INFO : Epoch 2004 | loss: 0.0310737 | val_loss: 0.0312321 | Time: 9262.32 ms [2021-05-13 20:41:10 main:574] : INFO : Epoch 2005 | loss: 0.0310833 | val_loss: 0.0312225 | Time: 9309.05 ms [2021-05-13 20:41:19 main:574] : INFO : Epoch 2006 | loss: 0.0310725 | val_loss: 0.0312606 | Time: 9238.75 ms [2021-05-13 20:41:28 main:574] : INFO : Epoch 2007 | loss: 0.0310675 | val_loss: 0.0312309 | Time: 9222.99 ms [2021-05-13 20:41:37 main:574] : INFO : Epoch 2008 | loss: 0.0310656 | val_loss: 0.0312268 | Time: 9261.03 ms [2021-05-13 20:41:47 main:574] : INFO : Epoch 2009 | loss: 0.0310726 | val_loss: 0.0312535 | Time: 9367.33 ms [2021-05-13 20:41:56 main:574] : INFO : Epoch 2010 | loss: 0.0310693 | val_loss: 0.0312488 | Time: 9277.01 ms [2021-05-13 20:42:05 main:574] : INFO : Epoch 2011 | loss: 0.03111 | val_loss: 0.0312002 | Time: 9202.88 ms [2021-05-13 20:42:15 main:574] : INFO : Epoch 2012 | loss: 0.031146 | val_loss: 0.0311885 | Time: 9380.88 ms [2021-05-13 20:42:24 main:574] : INFO : Epoch 2013 | loss: 0.0311335 | val_loss: 0.0312021 | Time: 9197.67 ms [2021-05-13 20:42:33 main:574] : INFO : Epoch 2014 | loss: 0.031124 | val_loss: 0.0312117 | Time: 9212.37 ms [2021-05-13 20:42:42 main:574] : INFO : Epoch 2015 | loss: 0.031108 | val_loss: 0.031212 | Time: 9290.89 ms [2021-05-13 20:42:52 main:574] : INFO : Epoch 2016 | loss: 0.0310904 | val_loss: 0.0312209 | Time: 9270.61 ms [2021-05-13 20:43:01 main:574] : INFO : Epoch 2017 | loss: 0.0310832 | val_loss: 0.0312316 | Time: 9232.74 ms [2021-05-13 20:43:10 main:574] : INFO : Epoch 2018 | loss: 0.0310772 | val_loss: 0.0312163 | Time: 9244.89 ms [2021-05-13 20:43:20 main:574] : INFO : Epoch 2019 | loss: 0.031095 | val_loss: 0.031238 | Time: 9308.29 ms [2021-05-13 20:43:29 main:574] : INFO : Epoch 2020 | loss: 0.0310882 | val_loss: 0.0312254 | Time: 9248.25 ms [2021-05-13 20:43:38 main:574] : INFO : Epoch 2021 | loss: 0.0311031 | val_loss: 0.031229 | Time: 9218.6 ms [2021-05-13 20:43:47 main:574] : INFO : Epoch 2022 | loss: 0.0310915 | val_loss: 0.0312284 | Time: 9227.81 ms [2021-05-13 20:43:57 main:574] : INFO : Epoch 2023 | loss: 0.0310739 | val_loss: 0.0312339 | Time: 9218.75 ms [2021-05-13 20:44:06 main:574] : INFO : Epoch 2024 | loss: 0.0310693 | val_loss: 0.0312399 | Time: 9238.33 ms [2021-05-13 20:44:15 main:574] : INFO : Epoch 2025 | loss: 0.0310721 | val_loss: 0.0312414 | Time: 9299.23 ms [2021-05-13 20:44:24 main:574] : INFO : Epoch 2026 | loss: 0.0310889 | val_loss: 0.0312519 | Time: 9304.77 ms [2021-05-13 20:44:34 main:574] : INFO : Epoch 2027 | loss: 0.0310777 | val_loss: 0.0312384 | Time: 9229 ms [2021-05-13 20:44:43 main:574] : INFO : Epoch 2028 | loss: 0.0310732 | val_loss: 0.0312314 | Time: 9256.98 ms [2021-05-13 20:44:52 main:574] : INFO : Epoch 2029 | loss: 0.0310657 | val_loss: 0.0312587 | Time: 9368.73 ms [2021-05-13 20:45:02 main:574] : INFO : Epoch 2030 | loss: 0.0310578 | val_loss: 0.0312526 | Time: 9272.08 ms [2021-05-13 20:45:11 main:574] : INFO : Epoch 2031 | loss: 0.0310604 | val_loss: 0.0312512 | Time: 9305.6 ms [2021-05-13 20:45:20 main:574] : INFO : Epoch 2032 | loss: 0.0310635 | val_loss: 0.0312432 | Time: 9286.33 ms [2021-05-13 20:45:30 main:574] : INFO : Epoch 2033 | loss: 0.0310731 | val_loss: 0.0312408 | Time: 9244.38 ms [2021-05-13 20:45:39 main:574] : INFO : Epoch 2034 | loss: 0.0310675 | val_loss: 0.031247 | Time: 9240.09 ms [2021-05-13 20:45:48 main:574] : INFO : Epoch 2035 | loss: 0.0310677 | val_loss: 0.0312746 | Time: 9315.85 ms [2021-05-13 20:45:57 main:574] : INFO : Epoch 2036 | loss: 0.0310665 | val_loss: 0.0312559 | Time: 9297.74 ms [2021-05-13 20:46:07 main:574] : INFO : Epoch 2037 | loss: 0.0310612 | val_loss: 0.0312359 | Time: 9314.21 ms [2021-05-13 20:46:16 main:574] : INFO : Epoch 2038 | loss: 0.0310672 | val_loss: 0.0312447 | Time: 9248.59 ms [2021-05-13 20:46:25 main:574] : INFO : Epoch 2039 | loss: 0.0310553 | val_loss: 0.0312495 | Time: 9341.87 ms [2021-05-13 20:46:35 main:574] : INFO : Epoch 2040 | loss: 0.0310838 | val_loss: 0.0312314 | Time: 9260.82 ms [2021-05-13 20:46:44 main:574] : INFO : Epoch 2041 | loss: 0.0311084 | val_loss: 0.0312303 | Time: 9219.39 ms [2021-05-13 20:46:53 main:574] : INFO : Epoch 2042 | loss: 0.0310888 | val_loss: 0.0312235 | Time: 9226.6 ms [2021-05-13 20:47:02 main:574] : INFO : Epoch 2043 | loss: 0.0310838 | val_loss: 0.0312231 | Time: 9324.44 ms [2021-05-13 20:47:12 main:574] : INFO : Epoch 2044 | loss: 0.0310787 | val_loss: 0.031239 | Time: 9425.41 ms [2021-05-13 20:47:21 main:574] : INFO : Epoch 2045 | loss: 0.0310811 | val_loss: 0.031237 | Time: 9362.95 ms [2021-05-13 20:47:31 main:574] : INFO : Epoch 2046 | loss: 0.0310678 | val_loss: 0.0312362 | Time: 9277.12 ms [2021-05-13 20:47:40 main:574] : INFO : Epoch 2047 | loss: 0.0310642 | val_loss: 0.0312441 | Time: 9256.34 ms [2021-05-13 20:47:49 main:574] : INFO : Epoch 2048 | loss: 0.0310683 | val_loss: 0.0312339 | Time: 9252.15 ms [2021-05-13 20:47:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312339 [2021-05-13 20:47:49 main:603] : INFO : Saving end state to config to file [2021-05-13 20:47:49 main:608] : INFO : Success, exiting.. 20:47:49 (15072): 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)