Task 13943202
| Name | ParityModified-1647049461-11002-1-0_0 |
| Workunit | 11018874 |
| Created | 28 Mar 2022, 12:57:47 UTC |
| Sent | 1 Apr 2022, 16:08:05 UTC |
| Report deadline | 9 Apr 2022, 16:08:05 UTC |
| Received | 1 Apr 2022, 23:38:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 12 min 45 sec |
| CPU time | 3 hours 6 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -01 15:30:49 main:574] : INFO : Epoch 1542 | loss: 0.0311573 | val_loss: 0.031184 | Time: 5640.58 ms [2022-04-01 15:30:55 main:574] : INFO : Epoch 1543 | loss: 0.0311575 | val_loss: 0.0311823 | Time: 5254.72 ms [2022-04-01 15:31:00 main:574] : INFO : Epoch 1544 | loss: 0.0311555 | val_loss: 0.031178 | Time: 5251.23 ms [2022-04-01 15:31:05 main:574] : INFO : Epoch 1545 | loss: 0.0311516 | val_loss: 0.0311827 | Time: 5228.98 ms [2022-04-01 15:31:10 main:574] : INFO : Epoch 1546 | loss: 0.0311517 | val_loss: 0.0311851 | Time: 5257.63 ms [2022-04-01 15:31:16 main:574] : INFO : Epoch 1547 | loss: 0.0311511 | val_loss: 0.0311816 | Time: 5246.15 ms [2022-04-01 15:31:21 main:574] : INFO : Epoch 1548 | loss: 0.0311482 | val_loss: 0.0311897 | Time: 5251.33 ms [2022-04-01 15:31:26 main:574] : INFO : Epoch 1549 | loss: 0.0311504 | val_loss: 0.0311802 | Time: 5405.29 ms [2022-04-01 15:31:32 main:574] : INFO : Epoch 1550 | loss: 0.0311501 | val_loss: 0.0311858 | Time: 5274.86 ms [2022-04-01 15:31:37 main:574] : INFO : Epoch 1551 | loss: 0.0311498 | val_loss: 0.0311829 | Time: 5246.03 ms [2022-04-01 15:31:42 main:574] : INFO : Epoch 1552 | loss: 0.0311481 | val_loss: 0.0311827 | Time: 5262.73 ms [2022-04-01 15:31:48 main:574] : INFO : Epoch 1553 | loss: 0.0311474 | val_loss: 0.0311875 | Time: 5431.19 ms [2022-04-01 15:31:53 main:574] : INFO : Epoch 1554 | loss: 0.0311449 | val_loss: 0.0311848 | Time: 5255.42 ms [2022-04-01 15:31:58 main:574] : INFO : Epoch 1555 | loss: 0.0311435 | val_loss: 0.0311832 | Time: 5234.35 ms [2022-04-01 15:32:03 main:574] : INFO : Epoch 1556 | loss: 0.0311441 | val_loss: 0.0311858 | Time: 5229.62 ms [2022-04-01 15:32:09 main:574] : INFO : Epoch 1557 | loss: 0.0311444 | val_loss: 0.0311836 | Time: 5270.71 ms [2022-04-01 15:32:14 main:574] : INFO : Epoch 1558 | loss: 0.0311427 | val_loss: 0.0311928 | Time: 5285.36 ms [2022-04-01 15:32:20 main:574] : INFO : Epoch 1559 | loss: 0.031143 | val_loss: 0.0311904 | Time: 5640.24 ms [2022-04-01 15:32:25 main:574] : INFO : Epoch 1560 | loss: 0.0311436 | val_loss: 0.0311872 | Time: 5248.21 ms [2022-04-01 15:32:30 main:574] : INFO : Epoch 1561 | loss: 0.0311417 | val_loss: 0.031188 | Time: 5238.12 ms [2022-04-01 15:32:36 main:574] : INFO : Epoch 1562 | loss: 0.0311419 | val_loss: 0.0311907 | Time: 5450.28 ms [2022-04-01 15:32:41 main:574] : INFO : Epoch 1563 | loss: 0.0311406 | val_loss: 0.0311857 | Time: 5304.27 ms [2022-04-01 15:32:46 main:574] : INFO : Epoch 1564 | loss: 0.0311378 | val_loss: 0.0311922 | Time: 5277.41 ms [2022-04-01 15:32:52 main:574] : INFO : Epoch 1565 | loss: 0.031139 | val_loss: 0.0311856 | Time: 5478.1 ms [2022-04-01 15:32:57 main:574] : INFO : Epoch 1566 | loss: 0.0311388 | val_loss: 0.031187 | Time: 5306.21 ms [2022-04-01 15:33:02 main:574] : INFO : Epoch 1567 | loss: 0.0311394 | val_loss: 0.0311896 | Time: 5252.25 ms [2022-04-01 15:33:07 main:574] : INFO : Epoch 1568 | loss: 0.0311418 | val_loss: 0.0311925 | Time: 5254.04 ms [2022-04-01 15:33:13 main:574] : INFO : Epoch 1569 | loss: 0.0311408 | val_loss: 0.0311868 | Time: 5444.15 ms [2022-04-01 15:33:18 main:574] : INFO : Epoch 1570 | loss: 0.0311406 | val_loss: 0.0311855 | Time: 5352.49 ms [2022-04-01 15:33:23 main:574] : INFO : Epoch 1571 | loss: 0.0311371 | val_loss: 0.0312046 | Time: 5248.83 ms [2022-04-01 15:33:29 main:574] : INFO : Epoch 1572 | loss: 0.0311389 | val_loss: 0.031191 | Time: 5653.83 ms [2022-04-01 15:33:34 main:574] : INFO : Epoch 1573 | loss: 0.0311394 | val_loss: 0.0311961 | Time: 5255.86 ms [2022-04-01 15:33:40 main:574] : INFO : Epoch 1574 | loss: 0.0311358 | val_loss: 0.0311947 | Time: 5249.61 ms [2022-04-01 15:33:45 main:574] : INFO : Epoch 1575 | loss: 0.0311387 | val_loss: 0.0311847 | Time: 5281.08 ms [2022-04-01 15:33:50 main:574] : INFO : Epoch 1576 | loss: 0.0311354 | val_loss: 0.0312032 | Time: 5240.39 ms [2022-04-01 15:33:56 main:574] : INFO : Epoch 1577 | loss: 0.0311352 | val_loss: 0.0311907 | Time: 5403.21 ms [2022-04-01 15:34:01 main:574] : INFO : Epoch 1578 | loss: 0.0311332 | val_loss: 0.0311966 | Time: 5516.1 ms [2022-04-01 15:34:06 main:574] : INFO : Epoch 1579 | loss: 0.0311328 | val_loss: 0.0312 | Time: 5268.53 ms [2022-04-01 15:34:12 main:574] : INFO : Epoch 1580 | loss: 0.0311326 | val_loss: 0.0312047 | Time: 5243.37 ms [2022-04-01 15:34:17 main:574] : INFO : Epoch 1581 | loss: 0.0311372 | val_loss: 0.0311884 | Time: 5266.95 ms [2022-04-01 15:34:22 main:574] : INFO : Epoch 1582 | loss: 0.031138 | val_loss: 0.0311979 | Time: 5233 ms [2022-04-01 15:34:28 main:574] : INFO : Epoch 1583 | loss: 0.0311328 | val_loss: 0.031196 | Time: 5433.13 ms [2022-04-01 15:34:33 main:574] : INFO : Epoch 1584 | loss: 0.0311316 | val_loss: 0.0311941 | Time: 5272.04 ms [2022-04-01 15:34:38 main:574] : INFO : Epoch 1585 | loss: 0.0311377 | val_loss: 0.0311891 | Time: 5300.38 ms [2022-04-01 15:34:44 main:574] : INFO : Epoch 1586 | loss: 0.0311392 | val_loss: 0.0311863 | Time: 5419.13 ms [2022-04-01 15:34:49 main:574] : INFO : Epoch 1587 | loss: 0.031143 | val_loss: 0.0312109 | Time: 5256.31 ms [2022-04-01 15:34:54 main:574] : INFO : Epoch 1588 | loss: 0.0311394 | val_loss: 0.0312066 | Time: 5247.41 ms [2022-04-01 15:35:00 main:574] : INFO : Epoch 1589 | loss: 0.0311356 | val_loss: 0.031198 | Time: 5695 ms [2022-04-01 15:35:05 main:574] : INFO : Epoch 1590 | loss: 0.0311347 | val_loss: 0.0311906 | Time: 5242.16 ms [2022-04-01 15:35:10 main:574] : INFO : Epoch 1591 | loss: 0.0311325 | val_loss: 0.0311947 | Time: 5393.46 ms [2022-04-01 15:35:16 main:574] : INFO : Epoch 1592 | loss: 0.0311317 | val_loss: 0.0312041 | Time: 5281.99 ms [2022-04-01 15:35:21 main:574] : INFO : Epoch 1593 | loss: 0.0311417 | val_loss: 0.0311891 | Time: 5268.74 ms [2022-04-01 15:35:26 main:574] : INFO : Epoch 1594 | loss: 0.031165 | val_loss: 0.0311773 | Time: 5270.39 ms [2022-04-01 15:35:32 main:574] : INFO : Epoch 1595 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 5444.6 ms [2022-04-01 15:35:37 main:574] : INFO : Epoch 1596 | loss: 0.031156 | val_loss: 0.0311795 | Time: 5443 ms [2022-04-01 15:35:42 main:574] : INFO : Epoch 1597 | loss: 0.0311513 | val_loss: 0.0311828 | Time: 5237.51 ms [2022-04-01 15:35:48 main:574] : INFO : Epoch 1598 | loss: 0.0311477 | val_loss: 0.0311841 | Time: 5256.86 ms [2022-04-01 15:35:53 main:574] : INFO : Epoch 1599 | loss: 0.0311473 | val_loss: 0.0311906 | Time: 5508.11 ms [2022-04-01 15:35:59 main:574] : INFO : Epoch 1600 | loss: 0.0311465 | val_loss: 0.0311855 | Time: 5427.13 ms [2022-04-01 15:36:04 main:574] : INFO : Epoch 1601 | loss: 0.0311464 | val_loss: 0.0311888 | Time: 5443.48 ms [2022-04-01 15:36:09 main:574] : INFO : Epoch 1602 | loss: 0.0311425 | val_loss: 0.0311874 | Time: 5240.4 ms [2022-04-01 15:36:15 main:574] : INFO : Epoch 1603 | loss: 0.03114 | val_loss: 0.0311872 | Time: 5252.69 ms [2022-04-01 15:36:20 main:574] : INFO : Epoch 1604 | loss: 0.0311438 | val_loss: 0.0311867 | Time: 5567.26 ms [2022-04-01 15:36:25 main:574] : INFO : Epoch 1605 | loss: 0.0311431 | val_loss: 0.0311863 | Time: 5257.88 ms [2022-04-01 15:36:32 main:574] : INFO : Epoch 1606 | loss: 0.0311395 | val_loss: 0.0311844 | Time: 6098.78 ms [2022-04-01 15:36:37 main:574] : INFO : Epoch 1607 | loss: 0.0311395 | val_loss: 0.0311896 | Time: 5243.74 ms [2022-04-01 15:36:42 main:574] : INFO : Epoch 1608 | loss: 0.0311415 | val_loss: 0.0311924 | Time: 5234.51 ms [2022-04-01 15:36:47 main:574] : INFO : Epoch 1609 | loss: 0.031138 | val_loss: 0.031188 | Time: 5236.7 ms [2022-04-01 15:36:53 main:574] : INFO : Epoch 1610 | loss: 0.0311404 | val_loss: 0.0311841 | Time: 5252.8 ms [2022-04-01 15:36:58 main:574] : INFO : Epoch 1611 | loss: 0.0311398 | val_loss: 0.0311875 | Time: 5249.33 ms [2022-04-01 15:37:03 main:574] : INFO : Epoch 1612 | loss: 0.0311358 | val_loss: 0.0311904 | Time: 5275.45 ms [2022-04-01 15:37:08 main:574] : INFO : Epoch 1613 | loss: 0.0311377 | val_loss: 0.0311875 | Time: 5239.78 ms [2022-04-01 15:37:14 main:574] : INFO : Epoch 1614 | loss: 0.0311358 | val_loss: 0.0311882 | Time: 5224.49 ms [2022-04-01 15:37:19 main:574] : INFO : Epoch 1615 | loss: 0.0311332 | val_loss: 0.0311971 | Time: 5245.29 ms [2022-04-01 15:37:24 main:574] : INFO : Epoch 1616 | loss: 0.0311324 | val_loss: 0.0311867 | Time: 5281.02 ms [2022-04-01 15:37:29 main:574] : INFO : Epoch 1617 | loss: 0.0311341 | val_loss: 0.0311914 | Time: 5222.63 ms [2022-04-01 15:37:35 main:574] : INFO : Epoch 1618 | loss: 0.0311361 | val_loss: 0.031192 | Time: 5270.86 ms [2022-04-01 15:37:40 main:574] : INFO : Epoch 1619 | loss: 0.0311314 | val_loss: 0.0311886 | Time: 5235.39 ms [2022-04-01 15:37:45 main:574] : INFO : Epoch 1620 | loss: 0.0311334 | val_loss: 0.0311969 | Time: 5254.93 ms [2022-04-01 15:37:50 main:574] : INFO : Epoch 1621 | loss: 0.031135 | val_loss: 0.0311834 | Time: 5222.51 ms [2022-04-01 15:37:56 main:574] : INFO : Epoch 1622 | loss: 0.0311395 | val_loss: 0.0312008 | Time: 5228.98 ms [2022-04-01 15:38:01 main:574] : INFO : Epoch 1623 | loss: 0.0311357 | val_loss: 0.0311888 | Time: 5233.62 ms [2022-04-01 15:38:06 main:574] : INFO : Epoch 1624 | loss: 0.031132 | val_loss: 0.0311918 | Time: 5216.26 ms [2022-04-01 15:38:11 main:574] : INFO : Epoch 1625 | loss: 0.0311295 | val_loss: 0.0311874 | Time: 5274.95 ms [2022-04-01 15:38:17 main:574] : INFO : Epoch 1626 | loss: 0.031135 | val_loss: 0.0311911 | Time: 5204.21 ms [2022-04-01 15:38:22 main:574] : INFO : Epoch 1627 | loss: 0.0311352 | val_loss: 0.0311829 | Time: 5234.84 ms [2022-04-01 15:38:27 main:574] : INFO : Epoch 1628 | loss: 0.0311373 | val_loss: 0.0311916 | Time: 5216.34 ms [2022-04-01 15:38:32 main:574] : INFO : Epoch 1629 | loss: 0.0311364 | val_loss: 0.0312018 | Time: 5226.53 ms [2022-04-01 15:38:38 main:574] : INFO : Epoch 1630 | loss: 0.0311318 | val_loss: 0.0311917 | Time: 5249.02 ms [2022-04-01 15:38:43 main:574] : INFO : Epoch 1631 | loss: 0.0311285 | val_loss: 0.0312029 | Time: 5186.13 ms [2022-04-01 15:38:48 main:574] : INFO : Epoch 1632 | loss: 0.0311318 | val_loss: 0.0311932 | Time: 5747.58 ms [2022-04-01 15:38:54 main:574] : INFO : Epoch 1633 | loss: 0.031131 | val_loss: 0.0312101 | Time: 5878.42 ms [2022-04-01 15:39:00 main:574] : INFO : Epoch 1634 | loss: 0.0311292 | val_loss: 0.0311931 | Time: 5394.4 ms [2022-04-01 15:39:05 main:574] : INFO : Epoch 1635 | loss: 0.0311266 | val_loss: 0.0311965 | Time: 5490.25 ms [2022-04-01 15:39:11 main:574] : INFO : Epoch 1636 | loss: 0.0311235 | val_loss: 0.0311967 | Time: 5677.66 ms [2022-04-01 15:39:17 main:574] : INFO : Epoch 1637 | loss: 0.0311254 | val_loss: 0.0312069 | Time: 5859.03 ms [2022-04-01 15:39:22 main:574] : INFO : Epoch 1638 | loss: 0.0311333 | val_loss: 0.0311898 | Time: 5523.64 ms [2022-04-01 15:39:29 main:574] : INFO : Epoch 1639 | loss: 0.0311303 | val_loss: 0.0312032 | Time: 6387.58 ms [2022-04-01 15:39:34 main:574] : INFO : Epoch 1640 | loss: 0.0311298 | val_loss: 0.0311898 | Time: 5221.65 ms [2022-04-01 15:39:39 main:574] : INFO : Epoch 1641 | loss: 0.0311297 | val_loss: 0.0312026 | Time: 5252.04 ms [2022-04-01 15:39:44 main:574] : INFO : Epoch 1642 | loss: 0.0311299 | val_loss: 0.0311923 | Time: 5243.6 ms [2022-04-01 15:39:50 main:574] : INFO : Epoch 1643 | loss: 0.0311282 | val_loss: 0.0312012 | Time: 5262.19 ms [2022-04-01 15:39:55 main:574] : INFO : Epoch 1644 | loss: 0.0311308 | val_loss: 0.0312026 | Time: 5250.54 ms [2022-04-01 15:40:00 main:574] : INFO : Epoch 1645 | loss: 0.0311303 | val_loss: 0.031194 | Time: 5234.32 ms [2022-04-01 15:40:05 main:574] : INFO : Epoch 1646 | loss: 0.0311276 | val_loss: 0.0311896 | Time: 5225.57 ms [2022-04-01 15:40:11 main:574] : INFO : Epoch 1647 | loss: 0.0311294 | val_loss: 0.0312017 | Time: 5280.07 ms [2022-04-01 15:40:16 main:574] : INFO : Epoch 1648 | loss: 0.0311283 | val_loss: 0.0311952 | Time: 5258.46 ms [2022-04-01 15:40:21 main:574] : INFO : Epoch 1649 | loss: 0.0311278 | val_loss: 0.0311955 | Time: 5270.16 ms [2022-04-01 15:40:27 main:574] : INFO : Epoch 1650 | loss: 0.0311327 | val_loss: 0.031197 | Time: 5280.24 ms [2022-04-01 15:40:32 main:574] : INFO : Epoch 1651 | loss: 0.0311332 | val_loss: 0.0311948 | Time: 5239.12 ms [2022-04-01 15:40:37 main:574] : INFO : Epoch 1652 | loss: 0.0311277 | val_loss: 0.031211 | Time: 5231.67 ms [2022-04-01 15:40:42 main:574] : INFO : Epoch 1653 | loss: 0.0311283 | val_loss: 0.0312079 | Time: 5264.02 ms [2022-04-01 15:40:48 main:574] : INFO : Epoch 1654 | loss: 0.0311277 | val_loss: 0.031192 | Time: 5443.92 ms [2022-04-01 15:40:53 main:574] : INFO : Epoch 1655 | loss: 0.0311284 | val_loss: 0.0311964 | Time: 5267.64 ms [2022-04-01 15:40:58 main:574] : INFO : Epoch 1656 | loss: 0.0311329 | val_loss: 0.031201 | Time: 5258.11 ms [2022-04-01 15:41:04 main:574] : INFO : Epoch 1657 | loss: 0.0311331 | val_loss: 0.0312039 | Time: 5266.6 ms [2022-04-01 15:41:09 main:574] : INFO : Epoch 1658 | loss: 0.0311336 | val_loss: 0.0311998 | Time: 5236.67 ms [2022-04-01 15:41:14 main:574] : INFO : Epoch 1659 | loss: 0.0311309 | val_loss: 0.0311953 | Time: 5227.12 ms [2022-04-01 15:41:19 main:574] : INFO : Epoch 1660 | loss: 0.0311276 | val_loss: 0.0312012 | Time: 5252.43 ms [2022-04-01 15:41:25 main:574] : INFO : Epoch 1661 | loss: 0.0311328 | val_loss: 0.0311957 | Time: 5272.66 ms [2022-04-01 15:41:30 main:574] : INFO : Epoch 1662 | loss: 0.0311341 | val_loss: 0.0311973 | Time: 5425.04 ms [2022-04-01 15:41:36 main:574] : INFO : Epoch 1663 | loss: 0.0311312 | val_loss: 0.0311988 | Time: 5641.46 ms [2022-04-01 15:41:41 main:574] : INFO : Epoch 1664 | loss: 0.0311251 | val_loss: 0.0312009 | Time: 5327.64 ms [2022-04-01 15:41:46 main:574] : INFO : Epoch 1665 | loss: 0.0311306 | val_loss: 0.031191 | Time: 5490.39 ms [2022-04-01 15:41:52 main:574] : INFO : Epoch 1666 | loss: 0.0311271 | val_loss: 0.0311953 | Time: 5202.28 ms [2022-04-01 15:41:57 main:574] : INFO : Epoch 1667 | loss: 0.0311258 | val_loss: 0.0312084 | Time: 5214.67 ms [2022-04-01 15:42:02 main:574] : INFO : Epoch 1668 | loss: 0.031124 | val_loss: 0.0312041 | Time: 5227.36 ms [2022-04-01 15:42:07 main:574] : INFO : Epoch 1669 | loss: 0.031128 | val_loss: 0.0311991 | Time: 5201.87 ms [2022-04-01 15:42:13 main:574] : INFO : Epoch 1670 | loss: 0.0311263 | val_loss: 0.0312056 | Time: 5220.3 ms [2022-04-01 15:42:18 main:574] : INFO : Epoch 1671 | loss: 0.031123 | val_loss: 0.0312099 | Time: 5249.53 ms [2022-04-01 15:42:23 main:574] : INFO : Epoch 1672 | loss: 0.0311213 | val_loss: 0.0312036 | Time: 5207.19 ms [2022-04-01 15:42:28 main:574] : INFO : Epoch 1673 | loss: 0.031123 | val_loss: 0.031196 | Time: 5199.7 ms [2022-04-01 15:42:33 main:574] : INFO : Epoch 1674 | loss: 0.0311213 | val_loss: 0.0312065 | Time: 5213.01 ms [2022-04-01 15:42:39 main:574] : INFO : Epoch 1675 | loss: 0.0311223 | val_loss: 0.0312057 | Time: 5239.08 ms [2022-04-01 15:42:44 main:574] : INFO : Epoch 1676 | loss: 0.0311211 | val_loss: 0.0312073 | Time: 5169.58 ms [2022-04-01 15:42:49 main:574] : INFO : Epoch 1677 | loss: 0.0311231 | val_loss: 0.0312017 | Time: 5193.39 ms [2022-04-01 15:42:54 main:574] : INFO : Epoch 1678 | loss: 0.03112 | val_loss: 0.0311924 | Time: 5204.75 ms [2022-04-01 15:43:00 main:574] : INFO : Epoch 1679 | loss: 0.0311222 | val_loss: 0.0311996 | Time: 5218.7 ms [2022-04-01 15:43:05 main:574] : INFO : Epoch 1680 | loss: 0.0311178 | val_loss: 0.0312054 | Time: 5217.75 ms [2022-04-01 15:43:10 main:574] : INFO : Epoch 1681 | loss: 0.0311184 | val_loss: 0.0312098 | Time: 5202.36 ms [2022-04-01 15:43:15 main:574] : INFO : Epoch 1682 | loss: 0.0311232 | val_loss: 0.0312043 | Time: 5212.63 ms [2022-04-01 15:43:20 main:574] : INFO : Epoch 1683 | loss: 0.0311259 | val_loss: 0.0311963 | Time: 5212.92 ms [2022-04-01 15:43:26 main:574] : INFO : Epoch 1684 | loss: 0.0311217 | val_loss: 0.0312205 | Time: 5215.53 ms [2022-04-01 15:43:31 main:574] : INFO : Epoch 1685 | loss: 0.0311205 | val_loss: 0.0311954 | Time: 5209.74 ms [2022-04-01 15:43:36 main:574] : INFO : Epoch 1686 | loss: 0.0311235 | val_loss: 0.0312041 | Time: 5218.83 ms [2022-04-01 15:43:41 main:574] : INFO : Epoch 1687 | loss: 0.031126 | val_loss: 0.031203 | Time: 5226.67 ms [2022-04-01 15:43:47 main:574] : INFO : Epoch 1688 | loss: 0.0311233 | val_loss: 0.0312014 | Time: 5202.14 ms [2022-04-01 15:43:52 main:574] : INFO : Epoch 1689 | loss: 0.0311202 | val_loss: 0.0312138 | Time: 5224.5 ms [2022-04-01 15:43:57 main:574] : INFO : Epoch 1690 | loss: 0.0311214 | val_loss: 0.0312165 | Time: 5228.15 ms [2022-04-01 15:44:02 main:574] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.031212 | Time: 5224.05 ms [2022-04-01 15:44:07 main:574] : INFO : Epoch 1692 | loss: 0.0311247 | val_loss: 0.0311913 | Time: 5241.68 ms [2022-04-01 15:44:13 main:574] : INFO : Epoch 1693 | loss: 0.0311252 | val_loss: 0.0312129 | Time: 5406.06 ms [2022-04-01 15:44:18 main:574] : INFO : Epoch 1694 | loss: 0.031124 | val_loss: 0.0311994 | Time: 5217.91 ms [2022-04-01 15:44:23 main:574] : INFO : Epoch 1695 | loss: 0.0311262 | val_loss: 0.0311976 | Time: 5207.18 ms [2022-04-01 15:44:29 main:574] : INFO : Epoch 1696 | loss: 0.031134 | val_loss: 0.0312081 | Time: 5418.55 ms [2022-04-01 15:44:34 main:574] : INFO : Epoch 1697 | loss: 0.0311343 | val_loss: 0.0312 | Time: 5245.71 ms [2022-04-01 15:44:39 main:574] : INFO : Epoch 1698 | loss: 0.0311354 | val_loss: 0.0311987 | Time: 5233.78 ms [2022-04-01 15:44:44 main:574] : INFO : Epoch 1699 | loss: 0.0311373 | val_loss: 0.0312045 | Time: 5229.2 ms [2022-04-01 15:44:50 main:574] : INFO : Epoch 1700 | loss: 0.0311306 | val_loss: 0.0311983 | Time: 5623.99 ms [2022-04-01 15:44:55 main:574] : INFO : Epoch 1701 | loss: 0.0311321 | val_loss: 0.0311886 | Time: 5195.6 ms [2022-04-01 15:45:01 main:574] : INFO : Epoch 1702 | loss: 0.0311352 | val_loss: 0.0312034 | Time: 5229.83 ms [2022-04-01 15:45:06 main:574] : INFO : Epoch 1703 | loss: 0.0311314 | val_loss: 0.031198 | Time: 5221.07 ms [2022-04-01 15:45:11 main:574] : INFO : Epoch 1704 | loss: 0.0311283 | val_loss: 0.0312037 | Time: 5237.37 ms [2022-04-01 15:45:16 main:574] : INFO : Epoch 1705 | loss: 0.0311223 | val_loss: 0.0311971 | Time: 5222.76 ms [2022-04-01 15:45:21 main:574] : INFO : Epoch 1706 | loss: 0.0311279 | val_loss: 0.031203 | Time: 5212.2 ms [2022-04-01 15:45:27 main:574] : INFO : Epoch 1707 | loss: 0.0311264 | val_loss: 0.0311998 | Time: 5227.77 ms [2022-04-01 15:45:32 main:574] : INFO : Epoch 1708 | loss: 0.0311249 | val_loss: 0.0312183 | Time: 5233.28 ms [2022-04-01 15:45:37 main:574] : INFO : Epoch 1709 | loss: 0.0311282 | val_loss: 0.0312027 | Time: 5293.38 ms [2022-04-01 15:45:42 main:574] : INFO : Epoch 1710 | loss: 0.0311266 | val_loss: 0.0312032 | Time: 5273.01 ms [2022-04-01 15:45:48 main:574] : INFO : Epoch 1711 | loss: 0.0311255 | val_loss: 0.0312005 | Time: 5395.67 ms [2022-04-01 15:45:53 main:574] : INFO : Epoch 1712 | loss: 0.0311232 | val_loss: 0.0312171 | Time: 5238.75 ms [2022-04-01 15:45:58 main:574] : INFO : Epoch 1713 | loss: 0.0311261 | val_loss: 0.0311944 | Time: 5197.63 ms [2022-04-01 15:46:04 main:574] : INFO : Epoch 1714 | loss: 0.0311241 | val_loss: 0.031212 | Time: 5928.34 ms [2022-04-01 15:46:10 main:574] : INFO : Epoch 1715 | loss: 0.0311246 | val_loss: 0.0312065 | Time: 5251.15 ms [2022-04-01 15:46:15 main:574] : INFO : Epoch 1716 | loss: 0.031129 | val_loss: 0.0312002 | Time: 5206.16 ms [2022-04-01 15:46:20 main:574] : INFO : Epoch 1717 | loss: 0.0311326 | val_loss: 0.0312097 | Time: 5219.15 ms [2022-04-01 15:46:25 main:574] : INFO : Epoch 1718 | loss: 0.0311245 | val_loss: 0.0311996 | Time: 5178.99 ms [2022-04-01 15:46:30 main:574] : INFO : Epoch 1719 | loss: 0.0311221 | val_loss: 0.0311988 | Time: 5198.4 ms [2022-04-01 15:46:36 main:574] : INFO : Epoch 1720 | loss: 0.0311193 | val_loss: 0.0312161 | Time: 5178.95 ms [2022-04-01 15:46:42 main:574] : INFO : Epoch 1721 | loss: 0.0311188 | val_loss: 0.0312062 | Time: 6025.92 ms [2022-04-01 15:46:47 main:574] : INFO : Epoch 1722 | loss: 0.0311213 | val_loss: 0.0312061 | Time: 5382.35 ms [2022-04-01 15:46:52 main:574] : INFO : Epoch 1723 | loss: 0.0311189 | val_loss: 0.0312077 | Time: 5185.68 ms [2022-04-01 15:46:57 main:574] : INFO : Epoch 1724 | loss: 0.0311256 | val_loss: 0.0312037 | Time: 5147.91 ms [2022-04-01 15:47:03 main:574] : INFO : Epoch 1725 | loss: 0.0311273 | val_loss: 0.0312021 | Time: 5619.75 ms [2022-04-01 15:47:08 main:574] : INFO : Epoch 1726 | loss: 0.0311245 | val_loss: 0.031198 | Time: 5202.44 ms [2022-04-01 15:47:13 main:574] : INFO : Epoch 1727 | loss: 0.0311222 | val_loss: 0.0312061 | Time: 5196.94 ms [2022-04-01 15:47:19 main:574] : INFO : Epoch 1728 | loss: 0.0311219 | val_loss: 0.031202 | Time: 5209.81 ms [2022-04-01 15:47:24 main:574] : INFO : Epoch 1729 | loss: 0.03112 | val_loss: 0.031214 | Time: 5195.28 ms [2022-04-01 15:47:29 main:574] : INFO : Epoch 1730 | loss: 0.0311251 | val_loss: 0.0312009 | Time: 5184.82 ms [2022-04-01 15:47:34 main:574] : INFO : Epoch 1731 | loss: 0.0311243 | val_loss: 0.0312061 | Time: 5193.4 ms [2022-04-01 15:47:39 main:574] : INFO : Epoch 1732 | loss: 0.0311318 | val_loss: 0.031207 | Time: 5200.17 ms [2022-04-01 15:47:45 main:574] : INFO : Epoch 1733 | loss: 0.0311249 | val_loss: 0.03121 | Time: 5200.92 ms [2022-04-01 15:47:50 main:574] : INFO : Epoch 1734 | loss: 0.0311271 | val_loss: 0.0311996 | Time: 5462.09 ms [2022-04-01 15:47:56 main:574] : INFO : Epoch 1735 | loss: 0.0311216 | val_loss: 0.0312149 | Time: 5541.62 ms [2022-04-01 15:48:01 main:574] : INFO : Epoch 1736 | loss: 0.0311204 | val_loss: 0.0312021 | Time: 5413.16 ms [2022-04-01 15:48:06 main:574] : INFO : Epoch 1737 | loss: 0.0311209 | val_loss: 0.031208 | Time: 5195.73 ms [2022-04-01 15:48:11 main:574] : INFO : Epoch 1738 | loss: 0.0311218 | val_loss: 0.0312051 | Time: 5169.93 ms [2022-04-01 15:48:17 main:574] : INFO : Epoch 1739 | loss: 0.0311353 | val_loss: 0.0312065 | Time: 5197.25 ms [2022-04-01 15:48:22 main:574] : INFO : Epoch 1740 | loss: 0.0311335 | val_loss: 0.0312001 | Time: 5584.25 ms [2022-04-01 15:48:28 main:574] : INFO : Epoch 1741 | loss: 0.0311277 | val_loss: 0.0312046 | Time: 5778.47 ms [2022-04-01 15:48:33 main:574] : INFO : Epoch 1742 | loss: 0.0311285 | val_loss: 0.0312045 | Time: 5405.81 ms [2022-04-01 15:48:39 main:574] : INFO : Epoch 1743 | loss: 0.0311282 | val_loss: 0.0312074 | Time: 5201.81 ms [2022-04-01 15:48:44 main:574] : INFO : Epoch 1744 | loss: 0.031128 | val_loss: 0.0312113 | Time: 5188.51 ms [2022-04-01 15:48:49 main:574] : INFO : Epoch 1745 | loss: 0.0311232 | val_loss: 0.0312219 | Time: 5213.28 ms [2022-04-01 15:48:54 main:574] : INFO : Epoch 1746 | loss: 0.0312299 | val_loss: 0.0312492 | Time: 5214.3 ms [2022-04-01 15:48:59 main:574] : INFO : Epoch 1747 | loss: 0.0331477 | val_loss: 0.0315329 | Time: 5200.68 ms [2022-04-01 15:49:05 main:574] : INFO : Epoch 1748 | loss: 0.0315235 | val_loss: 0.0313008 | Time: 5395.81 ms [2022-04-01 15:49:10 main:574] : INFO : Epoch 1749 | loss: 0.0312684 | val_loss: 0.0312284 | Time: 5215.72 ms [2022-04-01 15:49:15 main:574] : INFO : Epoch 1750 | loss: 0.03122 | val_loss: 0.0312084 | Time: 5196.84 ms [2022-04-01 15:49:20 main:574] : INFO : Epoch 1751 | loss: 0.0312085 | val_loss: 0.0312025 | Time: 5190.71 ms [2022-04-01 15:49:26 main:574] : INFO : Epoch 1752 | loss: 0.0312049 | val_loss: 0.0311999 | Time: 5184.28 ms [2022-04-01 15:49:31 main:574] : INFO : Epoch 1753 | loss: 0.0312034 | val_loss: 0.0312001 | Time: 5150.1 ms [2022-04-01 15:49:36 main:574] : INFO : Epoch 1754 | loss: 0.0312018 | val_loss: 0.031201 | Time: 5207.18 ms [2022-04-01 15:49:41 main:574] : INFO : Epoch 1755 | loss: 0.0312012 | val_loss: 0.0311971 | Time: 5165.06 ms [2022-04-01 15:49:46 main:574] : INFO : Epoch 1756 | loss: 0.0311988 | val_loss: 0.0311975 | Time: 5172.1 ms [2022-04-01 15:49:52 main:574] : INFO : Epoch 1757 | loss: 0.0311992 | val_loss: 0.0311949 | Time: 5196.74 ms [2022-04-01 15:49:57 main:574] : INFO : Epoch 1758 | loss: 0.0311982 | val_loss: 0.0311945 | Time: 5186.08 ms [2022-04-01 15:50:02 main:574] : INFO : Epoch 1759 | loss: 0.0311968 | val_loss: 0.0311937 | Time: 5183.49 ms [2022-04-01 15:50:07 main:574] : INFO : Epoch 1760 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 5189.1 ms [2022-04-01 15:50:13 main:574] : INFO : Epoch 1761 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 5388.55 ms [2022-04-01 15:50:18 main:574] : INFO : Epoch 1762 | loss: 0.0311929 | val_loss: 0.0311914 | Time: 5179.93 ms [2022-04-01 15:50:23 main:574] : INFO : Epoch 1763 | loss: 0.0311899 | val_loss: 0.0311881 | Time: 5386.64 ms [2022-04-01 15:50:28 main:574] : INFO : Epoch 1764 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 5199.93 ms [2022-04-01 15:50:34 main:574] : INFO : Epoch 1765 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 5178.37 ms [2022-04-01 15:50:39 main:574] : INFO : Epoch 1766 | loss: 0.0311851 | val_loss: 0.0311888 | Time: 5208.76 ms [2022-04-01 15:50:44 main:574] : INFO : Epoch 1767 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 5168.69 ms [2022-04-01 15:50:49 main:574] : INFO : Epoch 1768 | loss: 0.0311809 | val_loss: 0.031181 | Time: 5179.79 ms [2022-04-01 15:50:54 main:574] : INFO : Epoch 1769 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 5197.65 ms [2022-04-01 15:50:59 main:574] : INFO : Epoch 1770 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 5190.73 ms [2022-04-01 15:51:05 main:574] : INFO : Epoch 1771 | loss: 0.031179 | val_loss: 0.0311821 | Time: 5164.04 ms [2022-04-01 15:51:10 main:574] : INFO : Epoch 1772 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 5172.65 ms [2022-04-01 15:51:15 main:574] : INFO : Epoch 1773 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 5195.29 ms [2022-04-01 15:51:20 main:574] : INFO : Epoch 1774 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 5209.94 ms [2022-04-01 15:51:25 main:574] : INFO : Epoch 1775 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 5160.67 ms [2022-04-01 15:51:31 main:574] : INFO : Epoch 1776 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 5190.05 ms [2022-04-01 15:51:36 main:574] : INFO : Epoch 1777 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 5202.96 ms [2022-04-01 15:51:41 main:574] : INFO : Epoch 1778 | loss: 0.0311711 | val_loss: 0.0311782 | Time: 5162.18 ms [2022-04-01 15:51:46 main:574] : INFO : Epoch 1779 | loss: 0.0311709 | val_loss: 0.031179 | Time: 5177.33 ms [2022-04-01 15:51:51 main:574] : INFO : Epoch 1780 | loss: 0.0311705 | val_loss: 0.031176 | Time: 5160.87 ms [2022-04-01 15:51:57 main:574] : INFO : Epoch 1781 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 5185.92 ms [2022-04-01 15:52:02 main:574] : INFO : Epoch 1782 | loss: 0.031172 | val_loss: 0.0311767 | Time: 5172.19 ms [2022-04-01 15:52:07 main:574] : INFO : Epoch 1783 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 5183.3 ms [2022-04-01 15:52:12 main:574] : INFO : Epoch 1784 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 5540.82 ms [2022-04-01 15:52:18 main:574] : INFO : Epoch 1785 | loss: 0.031169 | val_loss: 0.0311764 | Time: 5453.71 ms [2022-04-01 15:52:23 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 5164.78 ms [2022-04-01 15:52:28 main:574] : INFO : Epoch 1787 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 5172.44 ms [2022-04-01 15:52:33 main:574] : INFO : Epoch 1788 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 5178.37 ms [2022-04-01 15:52:39 main:574] : INFO : Epoch 1789 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 5165.79 ms [2022-04-01 15:52:44 main:574] : INFO : Epoch 1790 | loss: 0.031166 | val_loss: 0.031176 | Time: 5191.63 ms [2022-04-01 15:52:49 main:574] : INFO : Epoch 1791 | loss: 0.0311648 | val_loss: 0.0311769 | Time: 5205.33 ms [2022-04-01 15:52:54 main:574] : INFO : Epoch 1792 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 5179.1 ms [2022-04-01 15:52:59 main:574] : INFO : Epoch 1793 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 5190.11 ms [2022-04-01 15:53:05 main:574] : INFO : Epoch 1794 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 5168.65 ms [2022-04-01 15:53:10 main:574] : INFO : Epoch 1795 | loss: 0.0311626 | val_loss: 0.031177 | Time: 5206.25 ms [2022-04-01 15:53:15 main:574] : INFO : Epoch 1796 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 5177.42 ms [2022-04-01 15:53:20 main:574] : INFO : Epoch 1797 | loss: 0.0311616 | val_loss: 0.0311761 | Time: 5213.76 ms [2022-04-01 15:53:25 main:574] : INFO : Epoch 1798 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 5199.85 ms [2022-04-01 15:53:31 main:574] : INFO : Epoch 1799 | loss: 0.031161 | val_loss: 0.0311766 | Time: 5195 ms [2022-04-01 15:53:36 main:574] : INFO : Epoch 1800 | loss: 0.0311616 | val_loss: 0.0311766 | Time: 5189.61 ms [2022-04-01 15:53:41 main:574] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 5165.88 ms [2022-04-01 15:53:46 main:574] : INFO : Epoch 1802 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 5261.82 ms [2022-04-01 15:53:52 main:574] : INFO : Epoch 1803 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 5296.1 ms [2022-04-01 15:53:57 main:574] : INFO : Epoch 1804 | loss: 0.031162 | val_loss: 0.0311774 | Time: 5189.5 ms [2022-04-01 15:54:02 main:574] : INFO : Epoch 1805 | loss: 0.0311614 | val_loss: 0.0311772 | Time: 5190.65 ms [2022-04-01 15:54:07 main:574] : INFO : Epoch 1806 | loss: 0.0311613 | val_loss: 0.031175 | Time: 5183.09 ms [2022-04-01 15:54:12 main:574] : INFO : Epoch 1807 | loss: 0.0311611 | val_loss: 0.0311756 | Time: 5163.8 ms [2022-04-01 15:54:18 main:574] : INFO : Epoch 1808 | loss: 0.0311609 | val_loss: 0.0311771 | Time: 5177.36 ms [2022-04-01 15:54:23 main:574] : INFO : Epoch 1809 | loss: 0.0311605 | val_loss: 0.0311767 | Time: 5185.37 ms [2022-04-01 15:54:28 main:574] : INFO : Epoch 1810 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 5162.91 ms [2022-04-01 15:54:33 main:574] : INFO : Epoch 1811 | loss: 0.0311597 | val_loss: 0.0311756 | Time: 5256.3 ms [2022-04-01 15:54:39 main:574] : INFO : Epoch 1812 | loss: 0.03116 | val_loss: 0.031178 | Time: 5746.51 ms [2022-04-01 15:54:44 main:574] : INFO : Epoch 1813 | loss: 0.0311641 | val_loss: 0.0311812 | Time: 5196.32 ms [2022-04-01 15:54:49 main:574] : INFO : Epoch 1814 | loss: 0.031166 | val_loss: 0.0311765 | Time: 5181.07 ms [2022-04-01 15:54:54 main:574] : INFO : Epoch 1815 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 5161.18 ms [2022-04-01 15:55:00 main:574] : INFO : Epoch 1816 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 5192.71 ms [2022-04-01 15:55:05 main:574] : INFO : Epoch 1817 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 5176.2 ms [2022-04-01 15:55:10 main:574] : INFO : Epoch 1818 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 5202.56 ms [2022-04-01 15:55:15 main:574] : INFO : Epoch 1819 | loss: 0.031163 | val_loss: 0.0311758 | Time: 5190.29 ms [2022-04-01 15:55:20 main:574] : INFO : Epoch 1820 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 5191.41 ms [2022-04-01 15:55:26 main:574] : INFO : Epoch 1821 | loss: 0.0311594 | val_loss: 0.031174 | Time: 5188.17 ms [2022-04-01 15:55:31 main:574] : INFO : Epoch 1822 | loss: 0.0311604 | val_loss: 0.0311776 | Time: 5194.79 ms [2022-04-01 15:55:36 main:574] : INFO : Epoch 1823 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 5125.73 ms [2022-04-01 15:55:42 main:574] : INFO : Epoch 1824 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 5596.09 ms [2022-04-01 15:55:47 main:574] : INFO : Epoch 1825 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 5190.53 ms [2022-04-01 15:55:52 main:574] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.0311754 | Time: 5396.52 ms [2022-04-01 15:55:57 main:574] : INFO : Epoch 1827 | loss: 0.0311578 | val_loss: 0.031175 | Time: 5195.31 ms [2022-04-01 15:56:03 main:574] : INFO : Epoch 1828 | loss: 0.0311581 | val_loss: 0.0311715 | Time: 5206.41 ms [2022-04-01 15:56:08 main:574] : INFO : Epoch 1829 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 5216.27 ms [2022-04-01 15:56:13 main:574] : INFO : Epoch 1830 | loss: 0.0311565 | val_loss: 0.0311716 | Time: 5208.35 ms [2022-04-01 15:56:18 main:574] : INFO : Epoch 1831 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 5196.17 ms [2022-04-01 15:56:23 main:574] : INFO : Epoch 1832 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 5188.26 ms [2022-04-01 15:56:29 main:574] : INFO : Epoch 1833 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 5347.6 ms [2022-04-01 15:56:34 main:574] : INFO : Epoch 1834 | loss: 0.0311577 | val_loss: 0.0311769 | Time: 5224.85 ms [2022-04-01 15:56:40 main:574] : INFO : Epoch 1835 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 5621.6 ms [2022-04-01 15:56:45 main:574] : INFO : Epoch 1836 | loss: 0.0311625 | val_loss: 0.0311754 | Time: 5204.47 ms [2022-04-01 15:56:50 main:574] : INFO : Epoch 1837 | loss: 0.0311617 | val_loss: 0.0311739 | Time: 5230.35 ms [2022-04-01 15:56:55 main:574] : INFO : Epoch 1838 | loss: 0.0311592 | val_loss: 0.0311742 | Time: 5185.27 ms [2022-04-01 15:57:00 main:574] : INFO : Epoch 1839 | loss: 0.0311584 | val_loss: 0.0311726 | Time: 5196.35 ms [2022-04-01 15:57:06 main:574] : INFO : Epoch 1840 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 5212.21 ms [2022-04-01 15:57:11 main:574] : INFO : Epoch 1841 | loss: 0.0311598 | val_loss: 0.0311784 | Time: 5242.48 ms [2022-04-01 15:57:16 main:574] : INFO : Epoch 1842 | loss: 0.0311611 | val_loss: 0.031175 | Time: 5240.64 ms [2022-04-01 15:57:21 main:574] : INFO : Epoch 1843 | loss: 0.0311617 | val_loss: 0.0311749 | Time: 5242.46 ms [2022-04-01 15:57:27 main:574] : INFO : Epoch 1844 | loss: 0.0311585 | val_loss: 0.031175 | Time: 5241.12 ms [2022-04-01 15:57:32 main:574] : INFO : Epoch 1845 | loss: 0.0311583 | val_loss: 0.0311775 | Time: 5227.36 ms [2022-04-01 15:57:37 main:574] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.0311887 | Time: 5427.58 ms [2022-04-01 15:57:43 main:574] : INFO : Epoch 1847 | loss: 0.031192 | val_loss: 0.0311891 | Time: 5206.73 ms [2022-04-01 15:57:48 main:574] : INFO : Epoch 1848 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 5208.38 ms [2022-04-01 15:57:53 main:574] : INFO : Epoch 1849 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 5389.05 ms [2022-04-01 15:57:58 main:574] : INFO : Epoch 1850 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 5217.6 ms [2022-04-01 15:58:04 main:574] : INFO : Epoch 1851 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 5205.9 ms [2022-04-01 15:58:09 main:574] : INFO : Epoch 1852 | loss: 0.0311762 | val_loss: 0.0311836 | Time: 5206.52 ms [2022-04-01 15:58:14 main:574] : INFO : Epoch 1853 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 5205.78 ms [2022-04-01 15:58:19 main:574] : INFO : Epoch 1854 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 5169.11 ms [2022-04-01 15:58:24 main:574] : INFO : Epoch 1855 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 5195.12 ms [2022-04-01 15:58:30 main:574] : INFO : Epoch 1856 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 5212.29 ms [2022-04-01 15:58:35 main:574] : INFO : Epoch 1857 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 5192.85 ms [2022-04-01 15:58:40 main:574] : INFO : Epoch 1858 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 5192.65 ms [2022-04-01 15:58:45 main:574] : INFO : Epoch 1859 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 5198.34 ms [2022-04-01 15:58:50 main:574] : INFO : Epoch 1860 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 5196.44 ms [2022-04-01 15:58:56 main:574] : INFO : Epoch 1861 | loss: 0.03117 | val_loss: 0.031178 | Time: 5182.72 ms [2022-04-01 15:59:01 main:574] : INFO : Epoch 1862 | loss: 0.031168 | val_loss: 0.0311766 | Time: 5191.87 ms [2022-04-01 15:59:06 main:574] : INFO : Epoch 1863 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 5206.28 ms [2022-04-01 15:59:11 main:574] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311803 | Time: 5190.89 ms [2022-04-01 15:59:16 main:574] : INFO : Epoch 1865 | loss: 0.0311693 | val_loss: 0.0311795 | Time: 5221.84 ms [2022-04-01 15:59:22 main:574] : INFO : Epoch 1866 | loss: 0.0311709 | val_loss: 0.031178 | Time: 5214.71 ms [2022-04-01 15:59:27 main:574] : INFO : Epoch 1867 | loss: 0.031169 | val_loss: 0.0311747 | Time: 5215.17 ms [2022-04-01 15:59:32 main:574] : INFO : Epoch 1868 | loss: 0.0311666 | val_loss: 0.031174 | Time: 5436.57 ms [2022-04-01 15:59:38 main:574] : INFO : Epoch 1869 | loss: 0.0311653 | val_loss: 0.031172 | Time: 5194.36 ms [2022-04-01 15:59:43 main:574] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.031172 | Time: 5191.54 ms [2022-04-01 15:59:48 main:574] : INFO : Epoch 1871 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 5208.54 ms [2022-04-01 15:59:53 main:574] : INFO : Epoch 1872 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 5224.65 ms [2022-04-01 15:59:58 main:574] : INFO : Epoch 1873 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 5219.88 ms [2022-04-01 16:00:04 main:574] : INFO : Epoch 1874 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 5199.39 ms [2022-04-01 16:00:09 main:574] : INFO : Epoch 1875 | loss: 0.0311647 | val_loss: 0.0311754 | Time: 5189.56 ms [2022-04-01 16:00:14 main:574] : INFO : Epoch 1876 | loss: 0.031164 | val_loss: 0.0311765 | Time: 5206.06 ms [2022-04-01 16:00:20 main:574] : INFO : Epoch 1877 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 5720.14 ms [2022-04-01 16:00:25 main:574] : INFO : Epoch 1878 | loss: 0.031161 | val_loss: 0.0311747 | Time: 5648.22 ms [2022-04-01 16:00:31 main:574] : INFO : Epoch 1879 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 5400.42 ms [2022-04-01 16:00:36 main:574] : INFO : Epoch 1880 | loss: 0.031161 | val_loss: 0.0311787 | Time: 5416.04 ms [2022-04-01 16:00:42 main:574] : INFO : Epoch 1881 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 5796.04 ms [2022-04-01 16:00:47 main:574] : INFO : Epoch 1882 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 5188.04 ms [2022-04-01 16:00:52 main:574] : INFO : Epoch 1883 | loss: 0.0311632 | val_loss: 0.0311715 | Time: 5230.57 ms [2022-04-01 16:00:58 main:574] : INFO : Epoch 1884 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 5166.39 ms [2022-04-01 16:01:03 main:574] : INFO : Epoch 1885 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 5194.28 ms [2022-04-01 16:01:08 main:574] : INFO : Epoch 1886 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 5175.35 ms [2022-04-01 16:01:13 main:574] : INFO : Epoch 1887 | loss: 0.0311607 | val_loss: 0.0311769 | Time: 5186.14 ms [2022-04-01 16:01:18 main:574] : INFO : Epoch 1888 | loss: 0.0311623 | val_loss: 0.0311759 | Time: 5222.85 ms [2022-04-01 16:01:24 main:574] : INFO : Epoch 1889 | loss: 0.0311599 | val_loss: 0.0311779 | Time: 5198.27 ms [2022-04-01 16:01:29 main:574] : INFO : Epoch 1890 | loss: 0.0311604 | val_loss: 0.0311775 | Time: 5195.95 ms [2022-04-01 16:01:34 main:574] : INFO : Epoch 1891 | loss: 0.0311669 | val_loss: 0.031172 | Time: 5202.65 ms [2022-04-01 16:01:39 main:574] : INFO : Epoch 1892 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 5219.32 ms [2022-04-01 16:01:45 main:574] : INFO : Epoch 1893 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 5408.08 ms [2022-04-01 16:01:50 main:574] : INFO : Epoch 1894 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 5207.45 ms [2022-04-01 16:01:55 main:574] : INFO : Epoch 1895 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 5428.78 ms [2022-04-01 16:02:01 main:574] : INFO : Epoch 1896 | loss: 0.0311579 | val_loss: 0.0311715 | Time: 5208.88 ms [2022-04-01 16:02:06 main:574] : INFO : Epoch 1897 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 5201.33 ms [2022-04-01 16:02:11 main:574] : INFO : Epoch 1898 | loss: 0.031162 | val_loss: 0.031183 | Time: 5196.66 ms [2022-04-01 16:02:16 main:574] : INFO : Epoch 1899 | loss: 0.0311643 | val_loss: 0.0311753 | Time: 5193.61 ms [2022-04-01 16:02:21 main:574] : INFO : Epoch 1900 | loss: 0.0311589 | val_loss: 0.0311774 | Time: 5170.81 ms [2022-04-01 16:02:27 main:574] : INFO : Epoch 1901 | loss: 0.0311585 | val_loss: 0.0311714 | Time: 5186.29 ms [2022-04-01 16:02:32 main:574] : INFO : Epoch 1902 | loss: 0.0311563 | val_loss: 0.0311718 | Time: 5226.05 ms [2022-04-01 16:02:37 main:574] : INFO : Epoch 1903 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 5199.82 ms [2022-04-01 16:02:42 main:574] : INFO : Epoch 1904 | loss: 0.0311543 | val_loss: 0.0311741 | Time: 5183.87 ms [2022-04-01 16:02:47 main:574] : INFO : Epoch 1905 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 5208.98 ms [2022-04-01 16:02:53 main:574] : INFO : Epoch 1906 | loss: 0.0311553 | val_loss: 0.031172 | Time: 5207.54 ms [2022-04-01 16:02:58 main:574] : INFO : Epoch 1907 | loss: 0.0311538 | val_loss: 0.0311738 | Time: 5165.26 ms [2022-04-01 16:03:03 main:574] : INFO : Epoch 1908 | loss: 0.0311536 | val_loss: 0.0311748 | Time: 5199.24 ms [2022-04-01 16:03:08 main:574] : INFO : Epoch 1909 | loss: 0.0311529 | val_loss: 0.0311746 | Time: 5230.93 ms [2022-04-01 16:03:13 main:574] : INFO : Epoch 1910 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 5205.52 ms [2022-04-01 16:03:19 main:574] : INFO : Epoch 1911 | loss: 0.0311562 | val_loss: 0.0311725 | Time: 5186.68 ms [2022-04-01 16:03:24 main:574] : INFO : Epoch 1912 | loss: 0.031155 | val_loss: 0.0311752 | Time: 5194.46 ms [2022-04-01 16:03:29 main:574] : INFO : Epoch 1913 | loss: 0.0311593 | val_loss: 0.0311756 | Time: 5242.95 ms [2022-04-01 16:03:34 main:574] : INFO : Epoch 1914 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 5183.22 ms [2022-04-01 16:03:39 main:574] : INFO : Epoch 1915 | loss: 0.0311565 | val_loss: 0.031173 | Time: 5219.08 ms [2022-04-01 16:03:45 main:574] : INFO : Epoch 1916 | loss: 0.031157 | val_loss: 0.0311729 | Time: 5220.57 ms [2022-04-01 16:03:50 main:574] : INFO : Epoch 1917 | loss: 0.0311549 | val_loss: 0.03117 | Time: 5204.82 ms [2022-04-01 16:03:55 main:574] : INFO : Epoch 1918 | loss: 0.0311536 | val_loss: 0.0311777 | Time: 5198.83 ms [2022-04-01 16:04:00 main:574] : INFO : Epoch 1919 | loss: 0.0311571 | val_loss: 0.0311793 | Time: 5207.74 ms [2022-04-01 16:04:06 main:574] : INFO : Epoch 1920 | loss: 0.0311548 | val_loss: 0.0311742 | Time: 5217.25 ms [2022-04-01 16:04:11 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311749 | Time: 5105.79 ms [2022-04-01 16:04:16 main:574] : INFO : Epoch 1922 | loss: 0.0311543 | val_loss: 0.0311758 | Time: 5457.28 ms [2022-04-01 16:04:21 main:574] : INFO : Epoch 1923 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 5243.3 ms [2022-04-01 16:04:27 main:574] : INFO : Epoch 1924 | loss: 0.0311554 | val_loss: 0.0311677 | Time: 5188.74 ms [2022-04-01 16:04:32 main:574] : INFO : Epoch 1925 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 5169.76 ms [2022-04-01 16:04:37 main:574] : INFO : Epoch 1926 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 5172.07 ms [2022-04-01 16:04:42 main:574] : INFO : Epoch 1927 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 5173.24 ms [2022-04-01 16:04:47 main:574] : INFO : Epoch 1928 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 5175.92 ms [2022-04-01 16:04:53 main:574] : INFO : Epoch 1929 | loss: 0.0311662 | val_loss: 0.0311783 | Time: 5196.93 ms [2022-04-01 16:04:58 main:574] : INFO : Epoch 1930 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 5165.8 ms [2022-04-01 16:05:03 main:574] : INFO : Epoch 1931 | loss: 0.0311657 | val_loss: 0.0311857 | Time: 5235.9 ms [2022-04-01 16:05:08 main:574] : INFO : Epoch 1932 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 5156.12 ms [2022-04-01 16:05:13 main:574] : INFO : Epoch 1933 | loss: 0.031166 | val_loss: 0.0311708 | Time: 5215.86 ms [2022-04-01 16:05:19 main:574] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 5386.24 ms [2022-04-01 16:05:24 main:574] : INFO : Epoch 1935 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 5200.26 ms [2022-04-01 16:05:29 main:574] : INFO : Epoch 1936 | loss: 0.0311631 | val_loss: 0.0311799 | Time: 5171.89 ms [2022-04-01 16:05:34 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311787 | Time: 5195.18 ms [2022-04-01 16:05:40 main:574] : INFO : Epoch 1938 | loss: 0.0311606 | val_loss: 0.031179 | Time: 5326.48 ms [2022-04-01 16:05:45 main:574] : INFO : Epoch 1939 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 5711.62 ms [2022-04-01 16:05:51 main:574] : INFO : Epoch 1940 | loss: 0.0311566 | val_loss: 0.0311773 | Time: 5354.3 ms [2022-04-01 16:05:56 main:574] : INFO : Epoch 1941 | loss: 0.0311577 | val_loss: 0.0311807 | Time: 5168.62 ms [2022-04-01 16:06:01 main:574] : INFO : Epoch 1942 | loss: 0.0311546 | val_loss: 0.031178 | Time: 5204.63 ms [2022-04-01 16:06:06 main:574] : INFO : Epoch 1943 | loss: 0.0311535 | val_loss: 0.0311757 | Time: 5161.58 ms [2022-04-01 16:06:11 main:574] : INFO : Epoch 1944 | loss: 0.0311531 | val_loss: 0.0311767 | Time: 5170.84 ms [2022-04-01 16:06:17 main:574] : INFO : Epoch 1945 | loss: 0.0311567 | val_loss: 0.0311723 | Time: 5180.06 ms [2022-04-01 16:06:22 main:574] : INFO : Epoch 1946 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 5183.71 ms [2022-04-01 16:06:27 main:574] : INFO : Epoch 1947 | loss: 0.031158 | val_loss: 0.0311746 | Time: 5190.73 ms [2022-04-01 16:06:32 main:574] : INFO : Epoch 1948 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 5164.93 ms [2022-04-01 16:06:37 main:574] : INFO : Epoch 1949 | loss: 0.031155 | val_loss: 0.0311734 | Time: 5232.22 ms [2022-04-01 16:06:43 main:574] : INFO : Epoch 1950 | loss: 0.0311545 | val_loss: 0.0311722 | Time: 5191.45 ms [2022-04-01 16:06:48 main:574] : INFO : Epoch 1951 | loss: 0.0311539 | val_loss: 0.0311761 | Time: 5205.47 ms [2022-04-01 16:06:53 main:574] : INFO : Epoch 1952 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 5208.72 ms [2022-04-01 16:06:58 main:574] : INFO : Epoch 1953 | loss: 0.0311497 | val_loss: 0.031171 | Time: 5169.81 ms [2022-04-01 16:07:04 main:574] : INFO : Epoch 1954 | loss: 0.0311504 | val_loss: 0.0311743 | Time: 6225.93 ms [2022-04-01 16:07:10 main:574] : INFO : Epoch 1955 | loss: 0.0311484 | val_loss: 0.0311717 | Time: 5333.98 ms [2022-04-01 16:07:15 main:574] : INFO : Epoch 1956 | loss: 0.0311496 | val_loss: 0.0311705 | Time: 5223.47 ms [2022-04-01 16:07:20 main:574] : INFO : Epoch 1957 | loss: 0.0311516 | val_loss: 0.0311807 | Time: 5182.85 ms [2022-04-01 16:07:25 main:574] : INFO : Epoch 1958 | loss: 0.0311566 | val_loss: 0.0311849 | Time: 5206.52 ms [2022-04-01 16:07:31 main:574] : INFO : Epoch 1959 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 5173.14 ms [2022-04-01 16:07:36 main:574] : INFO : Epoch 1960 | loss: 0.0311523 | val_loss: 0.031174 | Time: 5185.77 ms [2022-04-01 16:07:41 main:574] : INFO : Epoch 1961 | loss: 0.0311495 | val_loss: 0.0311671 | Time: 5203.08 ms [2022-04-01 16:07:46 main:574] : INFO : Epoch 1962 | loss: 0.0311448 | val_loss: 0.0311637 | Time: 5198.02 ms [2022-04-01 16:07:51 main:574] : INFO : Epoch 1963 | loss: 0.0311476 | val_loss: 0.0311664 | Time: 5221.84 ms [2022-04-01 16:07:57 main:574] : INFO : Epoch 1964 | loss: 0.0311438 | val_loss: 0.0311692 | Time: 5191.22 ms [2022-04-01 16:08:02 main:574] : INFO : Epoch 1965 | loss: 0.0311471 | val_loss: 0.0311692 | Time: 5209.58 ms [2022-04-01 16:08:07 main:574] : INFO : Epoch 1966 | loss: 0.0311505 | val_loss: 0.0311703 | Time: 5193.37 ms [2022-04-01 16:08:12 main:574] : INFO : Epoch 1967 | loss: 0.0311455 | val_loss: 0.0311684 | Time: 5166.01 ms [2022-04-01 16:08:17 main:574] : INFO : Epoch 1968 | loss: 0.031146 | val_loss: 0.0311695 | Time: 5199.92 ms [2022-04-01 16:08:23 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311676 | Time: 5208.37 ms [2022-04-01 16:08:28 main:574] : INFO : Epoch 1970 | loss: 0.0311455 | val_loss: 0.0311696 | Time: 5227.69 ms [2022-04-01 16:08:33 main:574] : INFO : Epoch 1971 | loss: 0.0311441 | val_loss: 0.0311706 | Time: 5190.69 ms [2022-04-01 16:08:38 main:574] : INFO : Epoch 1972 | loss: 0.0311441 | val_loss: 0.0311703 | Time: 5241.82 ms [2022-04-01 16:08:44 main:574] : INFO : Epoch 1973 | loss: 0.0311464 | val_loss: 0.0311734 | Time: 5189.45 ms [2022-04-01 16:08:49 main:574] : INFO : Epoch 1974 | loss: 0.0311432 | val_loss: 0.0311672 | Time: 5222.29 ms [2022-04-01 16:08:54 main:574] : INFO : Epoch 1975 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 5204.36 ms [2022-04-01 16:08:59 main:574] : INFO : Epoch 1976 | loss: 0.031143 | val_loss: 0.0311701 | Time: 5191.18 ms [2022-04-01 16:09:04 main:574] : INFO : Epoch 1977 | loss: 0.0311445 | val_loss: 0.0311678 | Time: 5224.73 ms [2022-04-01 16:09:10 main:574] : INFO : Epoch 1978 | loss: 0.0311475 | val_loss: 0.0311694 | Time: 5193.09 ms [2022-04-01 16:09:15 main:574] : INFO : Epoch 1979 | loss: 0.0311496 | val_loss: 0.0311728 | Time: 5231.67 ms [2022-04-01 16:09:20 main:574] : INFO : Epoch 1980 | loss: 0.0311498 | val_loss: 0.0311729 | Time: 5214.7 ms [2022-04-01 16:09:26 main:574] : INFO : Epoch 1981 | loss: 0.0311534 | val_loss: 0.0311683 | Time: 5621.03 ms [2022-04-01 16:09:31 main:574] : INFO : Epoch 1982 | loss: 0.0311485 | val_loss: 0.0311688 | Time: 5431.6 ms [2022-04-01 16:09:36 main:574] : INFO : Epoch 1983 | loss: 0.0311465 | val_loss: 0.0311705 | Time: 5186.24 ms [2022-04-01 16:09:42 main:574] : INFO : Epoch 1984 | loss: 0.0311455 | val_loss: 0.0311692 | Time: 5203.59 ms [2022-04-01 16:09:47 main:574] : INFO : Epoch 1985 | loss: 0.0311469 | val_loss: 0.0311703 | Time: 5197.74 ms [2022-04-01 16:09:52 main:574] : INFO : Epoch 1986 | loss: 0.0311466 | val_loss: 0.031171 | Time: 5199.54 ms [2022-04-01 16:09:57 main:574] : INFO : Epoch 1987 | loss: 0.0311469 | val_loss: 0.0311719 | Time: 5214.19 ms [2022-04-01 16:10:02 main:574] : INFO : Epoch 1988 | loss: 0.0311481 | val_loss: 0.0311708 | Time: 5187.69 ms [2022-04-01 16:10:08 main:574] : INFO : Epoch 1989 | loss: 0.0311542 | val_loss: 0.0311758 | Time: 5196.77 ms [2022-04-01 16:10:13 main:574] : INFO : Epoch 1990 | loss: 0.0311552 | val_loss: 0.031171 | Time: 5187.19 ms [2022-04-01 16:10:18 main:574] : INFO : Epoch 1991 | loss: 0.0311518 | val_loss: 0.0311687 | Time: 5222.63 ms [2022-04-01 16:10:23 main:574] : INFO : Epoch 1992 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 5402.24 ms [2022-04-01 16:10:29 main:574] : INFO : Epoch 1993 | loss: 0.0311489 | val_loss: 0.0311745 | Time: 5400.03 ms [2022-04-01 16:10:35 main:574] : INFO : Epoch 1994 | loss: 0.0311461 | val_loss: 0.0311706 | Time: 5816.97 ms [2022-04-01 16:10:40 main:574] : INFO : Epoch 1995 | loss: 0.0311475 | val_loss: 0.0311676 | Time: 5432.25 ms [2022-04-01 16:10:45 main:574] : INFO : Epoch 1996 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 5432 ms [2022-04-01 16:10:51 main:574] : INFO : Epoch 1997 | loss: 0.0311498 | val_loss: 0.0311698 | Time: 5190.49 ms [2022-04-01 16:10:56 main:574] : INFO : Epoch 1998 | loss: 0.0311499 | val_loss: 0.0311741 | Time: 5193.35 ms [2022-04-01 16:11:01 main:574] : INFO : Epoch 1999 | loss: 0.0311521 | val_loss: 0.0311696 | Time: 5191.99 ms [2022-04-01 16:11:06 main:574] : INFO : Epoch 2000 | loss: 0.0311456 | val_loss: 0.0311692 | Time: 5171.05 ms [2022-04-01 16:11:11 main:574] : INFO : Epoch 2001 | loss: 0.031143 | val_loss: 0.0311672 | Time: 5202.28 ms [2022-04-01 16:11:17 main:574] : INFO : Epoch 2002 | loss: 0.0311423 | val_loss: 0.0311712 | Time: 5216.39 ms [2022-04-01 16:11:22 main:574] : INFO : Epoch 2003 | loss: 0.0311443 | val_loss: 0.0311673 | Time: 5183.43 ms [2022-04-01 16:11:27 main:574] : INFO : Epoch 2004 | loss: 0.031152 | val_loss: 0.0311653 | Time: 5208.06 ms [2022-04-01 16:11:32 main:574] : INFO : Epoch 2005 | loss: 0.0311488 | val_loss: 0.0311709 | Time: 5199.82 ms [2022-04-01 16:11:38 main:574] : INFO : Epoch 2006 | loss: 0.0311454 | val_loss: 0.0311675 | Time: 5238.38 ms [2022-04-01 16:11:43 main:574] : INFO : Epoch 2007 | loss: 0.0311457 | val_loss: 0.0311717 | Time: 5163.14 ms [2022-04-01 16:11:48 main:574] : INFO : Epoch 2008 | loss: 0.0311473 | val_loss: 0.0311766 | Time: 5221.02 ms [2022-04-01 16:11:53 main:574] : INFO : Epoch 2009 | loss: 0.0311502 | val_loss: 0.0311665 | Time: 5203.77 ms [2022-04-01 16:11:58 main:574] : INFO : Epoch 2010 | loss: 0.0311458 | val_loss: 0.0311714 | Time: 5202.5 ms [2022-04-01 16:12:04 main:574] : INFO : Epoch 2011 | loss: 0.0311464 | val_loss: 0.0311701 | Time: 5398.33 ms [2022-04-01 16:12:09 main:574] : INFO : Epoch 2012 | loss: 0.031148 | val_loss: 0.0311763 | Time: 5202.03 ms [2022-04-01 16:12:14 main:574] : INFO : Epoch 2013 | loss: 0.0311475 | val_loss: 0.0311657 | Time: 5216.08 ms [2022-04-01 16:12:19 main:574] : INFO : Epoch 2014 | loss: 0.0311466 | val_loss: 0.0311705 | Time: 5176 ms [2022-04-01 16:12:25 main:574] : INFO : Epoch 2015 | loss: 0.0311511 | val_loss: 0.0311675 | Time: 5214.83 ms [2022-04-01 16:12:30 main:574] : INFO : Epoch 2016 | loss: 0.0311491 | val_loss: 0.0311649 | Time: 5206.95 ms [2022-04-01 16:12:35 main:574] : INFO : Epoch 2017 | loss: 0.0311477 | val_loss: 0.0311691 | Time: 5185.71 ms [2022-04-01 16:12:40 main:574] : INFO : Epoch 2018 | loss: 0.0311462 | val_loss: 0.0311709 | Time: 5200.63 ms [2022-04-01 16:12:45 main:574] : INFO : Epoch 2019 | loss: 0.031144 | val_loss: 0.0311691 | Time: 5160.52 ms [2022-04-01 16:12:51 main:574] : INFO : Epoch 2020 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 5195.38 ms [2022-04-01 16:12:56 main:574] : INFO : Epoch 2021 | loss: 0.0311446 | val_loss: 0.031172 | Time: 5569.23 ms [2022-04-01 16:13:01 main:574] : INFO : Epoch 2022 | loss: 0.0311447 | val_loss: 0.0311703 | Time: 5233.71 ms [2022-04-01 16:13:07 main:574] : INFO : Epoch 2023 | loss: 0.0311414 | val_loss: 0.0311706 | Time: 5610.13 ms [2022-04-01 16:13:12 main:574] : INFO : Epoch 2024 | loss: 0.0311419 | val_loss: 0.0311651 | Time: 5226.29 ms [2022-04-01 16:13:17 main:574] : INFO : Epoch 2025 | loss: 0.0311414 | val_loss: 0.0311705 | Time: 5200.36 ms [2022-04-01 16:13:23 main:574] : INFO : Epoch 2026 | loss: 0.0311398 | val_loss: 0.0311678 | Time: 5217.19 ms [2022-04-01 16:13:28 main:574] : INFO : Epoch 2027 | loss: 0.0311388 | val_loss: 0.0311774 | Time: 5225.9 ms [2022-04-01 16:13:33 main:574] : INFO : Epoch 2028 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 5210.56 ms [2022-04-01 16:13:38 main:574] : INFO : Epoch 2029 | loss: 0.0311376 | val_loss: 0.0311732 | Time: 5196.61 ms [2022-04-01 16:13:44 main:574] : INFO : Epoch 2030 | loss: 0.031142 | val_loss: 0.0311656 | Time: 5200.26 ms [2022-04-01 16:13:49 main:574] : INFO : Epoch 2031 | loss: 0.031143 | val_loss: 0.031172 | Time: 5205.7 ms [2022-04-01 16:13:54 main:574] : INFO : Epoch 2032 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 5235.98 ms [2022-04-01 16:13:59 main:574] : INFO : Epoch 2033 | loss: 0.0311388 | val_loss: 0.0311712 | Time: 5201.7 ms [2022-04-01 16:14:04 main:574] : INFO : Epoch 2034 | loss: 0.0311378 | val_loss: 0.0311715 | Time: 5247.79 ms [2022-04-01 16:14:10 main:574] : INFO : Epoch 2035 | loss: 0.031141 | val_loss: 0.0311694 | Time: 5234.25 ms [2022-04-01 16:14:15 main:574] : INFO : Epoch 2036 | loss: 0.031138 | val_loss: 0.0311716 | Time: 5237.47 ms [2022-04-01 16:14:20 main:574] : INFO : Epoch 2037 | loss: 0.0311388 | val_loss: 0.0311694 | Time: 5231.1 ms [2022-04-01 16:14:25 main:574] : INFO : Epoch 2038 | loss: 0.0311393 | val_loss: 0.0311705 | Time: 5207.46 ms [2022-04-01 16:14:31 main:574] : INFO : Epoch 2039 | loss: 0.0311342 | val_loss: 0.0311703 | Time: 5244.37 ms [2022-04-01 16:14:36 main:574] : INFO : Epoch 2040 | loss: 0.031136 | val_loss: 0.0311714 | Time: 5200.15 ms [2022-04-01 16:14:41 main:574] : INFO : Epoch 2041 | loss: 0.0311596 | val_loss: 0.0311836 | Time: 5243.84 ms [2022-04-01 16:14:46 main:574] : INFO : Epoch 2042 | loss: 0.031163 | val_loss: 0.0311708 | Time: 5213.98 ms [2022-04-01 16:14:52 main:574] : INFO : Epoch 2043 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 5201.86 ms [2022-04-01 16:14:57 main:574] : INFO : Epoch 2044 | loss: 0.031154 | val_loss: 0.0311711 | Time: 5209.91 ms [2022-04-01 16:15:02 main:574] : INFO : Epoch 2045 | loss: 0.0311493 | val_loss: 0.0311724 | Time: 5190.52 ms [2022-04-01 16:15:07 main:574] : INFO : Epoch 2046 | loss: 0.0311462 | val_loss: 0.0311706 | Time: 5209.04 ms [2022-04-01 16:15:12 main:574] : INFO : Epoch 2047 | loss: 0.0311461 | val_loss: 0.0311723 | Time: 5189.92 ms [2022-04-01 16:15:18 main:574] : INFO : Epoch 2048 | loss: 0.0311449 | val_loss: 0.0311692 | Time: 5193.13 ms [2022-04-01 16:15:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311692 [2022-04-01 16:15:18 main:603] : INFO : Saving end state to config to file [2022-04-01 16:15:18 main:608] : INFO : Success, exiting.. 16:15:18 (7860): 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)