Task 12352306
| Name | ParityModified-1645998171-22122-1-0_0 |
| Workunit | 9524646 |
| Created | 2 Mar 2022, 2:21:26 UTC |
| Sent | 6 Mar 2022, 18:09:24 UTC |
| Report deadline | 14 Mar 2022, 18:09:24 UTC |
| Received | 6 Mar 2022, 21:38:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 8 min 40 sec |
| CPU time | 3 hours 8 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 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> main:574] : INFO : Epoch 1542 | loss: 0.0311535 | val_loss: 0.0311949 | Time: 5407.18 ms [2022-03-06 12:34:11 main:574] : INFO : Epoch 1543 | loss: 0.0311529 | val_loss: 0.0311957 | Time: 5441.18 ms [2022-03-06 12:34:17 main:574] : INFO : Epoch 1544 | loss: 0.0311475 | val_loss: 0.0311984 | Time: 5359.49 ms [2022-03-06 12:34:22 main:574] : INFO : Epoch 1545 | loss: 0.031148 | val_loss: 0.0311914 | Time: 5459.06 ms [2022-03-06 12:34:27 main:574] : INFO : Epoch 1546 | loss: 0.0311463 | val_loss: 0.0311953 | Time: 5433.8 ms [2022-03-06 12:34:33 main:574] : INFO : Epoch 1547 | loss: 0.0311461 | val_loss: 0.0312011 | Time: 5460.82 ms [2022-03-06 12:34:38 main:574] : INFO : Epoch 1548 | loss: 0.0311476 | val_loss: 0.0311929 | Time: 5406.29 ms [2022-03-06 12:34:44 main:574] : INFO : Epoch 1549 | loss: 0.0311433 | val_loss: 0.0312007 | Time: 5395.42 ms [2022-03-06 12:34:49 main:574] : INFO : Epoch 1550 | loss: 0.0311426 | val_loss: 0.0311962 | Time: 5432.08 ms [2022-03-06 12:34:55 main:574] : INFO : Epoch 1551 | loss: 0.0311412 | val_loss: 0.0311988 | Time: 5407.38 ms [2022-03-06 12:35:00 main:574] : INFO : Epoch 1552 | loss: 0.0311445 | val_loss: 0.0311986 | Time: 5419.6 ms [2022-03-06 12:35:06 main:574] : INFO : Epoch 1553 | loss: 0.0311447 | val_loss: 0.0311951 | Time: 5457.38 ms [2022-03-06 12:35:11 main:574] : INFO : Epoch 1554 | loss: 0.0311468 | val_loss: 0.031194 | Time: 5418.78 ms [2022-03-06 12:35:16 main:574] : INFO : Epoch 1555 | loss: 0.031144 | val_loss: 0.0311982 | Time: 5443.77 ms [2022-03-06 12:35:22 main:574] : INFO : Epoch 1556 | loss: 0.0311423 | val_loss: 0.0311924 | Time: 5704.9 ms [2022-03-06 12:35:28 main:574] : INFO : Epoch 1557 | loss: 0.0311395 | val_loss: 0.0311969 | Time: 6025.65 ms [2022-03-06 12:35:34 main:574] : INFO : Epoch 1558 | loss: 0.0311411 | val_loss: 0.0311985 | Time: 5813.83 ms [2022-03-06 12:35:39 main:574] : INFO : Epoch 1559 | loss: 0.0311416 | val_loss: 0.031196 | Time: 5448.74 ms [2022-03-06 12:35:45 main:574] : INFO : Epoch 1560 | loss: 0.0311422 | val_loss: 0.031195 | Time: 5459.72 ms [2022-03-06 12:35:50 main:574] : INFO : Epoch 1561 | loss: 0.0311495 | val_loss: 0.0311979 | Time: 5503.95 ms [2022-03-06 12:35:56 main:574] : INFO : Epoch 1562 | loss: 0.0311477 | val_loss: 0.0311965 | Time: 5392.78 ms [2022-03-06 12:36:01 main:574] : INFO : Epoch 1563 | loss: 0.031147 | val_loss: 0.0312046 | Time: 5406.31 ms [2022-03-06 12:36:07 main:574] : INFO : Epoch 1564 | loss: 0.0311455 | val_loss: 0.0311925 | Time: 5395.02 ms [2022-03-06 12:36:12 main:574] : INFO : Epoch 1565 | loss: 0.0311415 | val_loss: 0.0312054 | Time: 5428.06 ms [2022-03-06 12:36:18 main:574] : INFO : Epoch 1566 | loss: 0.0311455 | val_loss: 0.0311931 | Time: 5487.85 ms [2022-03-06 12:36:23 main:574] : INFO : Epoch 1567 | loss: 0.031142 | val_loss: 0.0312005 | Time: 5429.93 ms [2022-03-06 12:36:28 main:574] : INFO : Epoch 1568 | loss: 0.0311389 | val_loss: 0.0311963 | Time: 5396.8 ms [2022-03-06 12:36:34 main:574] : INFO : Epoch 1569 | loss: 0.0311397 | val_loss: 0.031197 | Time: 5454.43 ms [2022-03-06 12:36:40 main:574] : INFO : Epoch 1570 | loss: 0.0311396 | val_loss: 0.0311921 | Time: 6099.3 ms [2022-03-06 12:36:45 main:574] : INFO : Epoch 1571 | loss: 0.0311465 | val_loss: 0.0311967 | Time: 5476.47 ms [2022-03-06 12:36:51 main:574] : INFO : Epoch 1572 | loss: 0.0311572 | val_loss: 0.0311921 | Time: 5430.64 ms [2022-03-06 12:36:56 main:574] : INFO : Epoch 1573 | loss: 0.0311625 | val_loss: 0.0311868 | Time: 5389.9 ms [2022-03-06 12:37:02 main:574] : INFO : Epoch 1574 | loss: 0.0311629 | val_loss: 0.031193 | Time: 5429.71 ms [2022-03-06 12:37:07 main:574] : INFO : Epoch 1575 | loss: 0.0311596 | val_loss: 0.0311898 | Time: 5408.96 ms [2022-03-06 12:37:13 main:574] : INFO : Epoch 1576 | loss: 0.0311559 | val_loss: 0.0311911 | Time: 5423.78 ms [2022-03-06 12:37:18 main:574] : INFO : Epoch 1577 | loss: 0.0311518 | val_loss: 0.0311914 | Time: 5472.49 ms [2022-03-06 12:37:23 main:574] : INFO : Epoch 1578 | loss: 0.0311496 | val_loss: 0.0311916 | Time: 5436.59 ms [2022-03-06 12:37:29 main:574] : INFO : Epoch 1579 | loss: 0.0311481 | val_loss: 0.0311919 | Time: 5525.34 ms [2022-03-06 12:37:35 main:574] : INFO : Epoch 1580 | loss: 0.0311465 | val_loss: 0.0311947 | Time: 5554.55 ms [2022-03-06 12:37:40 main:574] : INFO : Epoch 1581 | loss: 0.0311456 | val_loss: 0.0311952 | Time: 5417.24 ms [2022-03-06 12:37:45 main:574] : INFO : Epoch 1582 | loss: 0.0311482 | val_loss: 0.0311894 | Time: 5431.65 ms [2022-03-06 12:37:51 main:574] : INFO : Epoch 1583 | loss: 0.031148 | val_loss: 0.0311917 | Time: 5948.44 ms [2022-03-06 12:37:57 main:574] : INFO : Epoch 1584 | loss: 0.0311449 | val_loss: 0.0311933 | Time: 5447.85 ms [2022-03-06 12:38:02 main:574] : INFO : Epoch 1585 | loss: 0.0311465 | val_loss: 0.0311955 | Time: 5440.7 ms [2022-03-06 12:38:08 main:574] : INFO : Epoch 1586 | loss: 0.0311479 | val_loss: 0.0311952 | Time: 5431.86 ms [2022-03-06 12:38:13 main:574] : INFO : Epoch 1587 | loss: 0.0311464 | val_loss: 0.0311944 | Time: 5464.71 ms [2022-03-06 12:38:19 main:574] : INFO : Epoch 1588 | loss: 0.0311439 | val_loss: 0.031197 | Time: 5993.11 ms [2022-03-06 12:38:25 main:574] : INFO : Epoch 1589 | loss: 0.0311427 | val_loss: 0.0311949 | Time: 5516.86 ms [2022-03-06 12:38:31 main:574] : INFO : Epoch 1590 | loss: 0.0311461 | val_loss: 0.0312121 | Time: 6059.23 ms [2022-03-06 12:38:36 main:574] : INFO : Epoch 1591 | loss: 0.0311439 | val_loss: 0.0311979 | Time: 5474.69 ms [2022-03-06 12:38:42 main:574] : INFO : Epoch 1592 | loss: 0.0311419 | val_loss: 0.031195 | Time: 5407.78 ms [2022-03-06 12:38:47 main:574] : INFO : Epoch 1593 | loss: 0.0311397 | val_loss: 0.0312005 | Time: 5447.17 ms [2022-03-06 12:38:53 main:574] : INFO : Epoch 1594 | loss: 0.0311399 | val_loss: 0.0311932 | Time: 5431.69 ms [2022-03-06 12:38:59 main:574] : INFO : Epoch 1595 | loss: 0.0311403 | val_loss: 0.0311995 | Time: 6004.26 ms [2022-03-06 12:39:04 main:574] : INFO : Epoch 1596 | loss: 0.03114 | val_loss: 0.0311965 | Time: 5739.12 ms [2022-03-06 12:39:10 main:574] : INFO : Epoch 1597 | loss: 0.0311425 | val_loss: 0.0312124 | Time: 5482.17 ms [2022-03-06 12:39:15 main:574] : INFO : Epoch 1598 | loss: 0.0311422 | val_loss: 0.0312023 | Time: 5465.11 ms [2022-03-06 12:39:21 main:574] : INFO : Epoch 1599 | loss: 0.0311426 | val_loss: 0.0311952 | Time: 5452.13 ms [2022-03-06 12:39:26 main:574] : INFO : Epoch 1600 | loss: 0.0311462 | val_loss: 0.0312012 | Time: 5385.78 ms [2022-03-06 12:39:32 main:574] : INFO : Epoch 1601 | loss: 0.0311409 | val_loss: 0.0311993 | Time: 5390.12 ms [2022-03-06 12:39:37 main:574] : INFO : Epoch 1602 | loss: 0.0311381 | val_loss: 0.0312033 | Time: 5689.87 ms [2022-03-06 12:39:43 main:574] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.0311977 | Time: 5656.84 ms [2022-03-06 12:39:48 main:574] : INFO : Epoch 1604 | loss: 0.0311405 | val_loss: 0.031198 | Time: 5411.08 ms [2022-03-06 12:39:54 main:574] : INFO : Epoch 1605 | loss: 0.031138 | val_loss: 0.0311999 | Time: 5508.94 ms [2022-03-06 12:40:00 main:574] : INFO : Epoch 1606 | loss: 0.0311366 | val_loss: 0.0312024 | Time: 6343.32 ms [2022-03-06 12:40:06 main:574] : INFO : Epoch 1607 | loss: 0.0311373 | val_loss: 0.0312027 | Time: 5887.51 ms [2022-03-06 12:40:12 main:574] : INFO : Epoch 1608 | loss: 0.0311354 | val_loss: 0.0312034 | Time: 5554.74 ms [2022-03-06 12:40:18 main:574] : INFO : Epoch 1609 | loss: 0.0311373 | val_loss: 0.0312021 | Time: 5922.77 ms [2022-03-06 12:40:23 main:574] : INFO : Epoch 1610 | loss: 0.0311432 | val_loss: 0.0311964 | Time: 5662.17 ms [2022-03-06 12:40:29 main:574] : INFO : Epoch 1611 | loss: 0.0311405 | val_loss: 0.0312035 | Time: 5450.97 ms [2022-03-06 12:40:34 main:574] : INFO : Epoch 1612 | loss: 0.0311421 | val_loss: 0.0311973 | Time: 5383.63 ms [2022-03-06 12:40:40 main:574] : INFO : Epoch 1613 | loss: 0.0311393 | val_loss: 0.0311982 | Time: 5421.94 ms [2022-03-06 12:40:45 main:574] : INFO : Epoch 1614 | loss: 0.0311382 | val_loss: 0.0311981 | Time: 5495.6 ms [2022-03-06 12:40:51 main:574] : INFO : Epoch 1615 | loss: 0.0311379 | val_loss: 0.0312056 | Time: 6107.69 ms [2022-03-06 12:40:57 main:574] : INFO : Epoch 1616 | loss: 0.0311369 | val_loss: 0.0311983 | Time: 5366.86 ms [2022-03-06 12:41:02 main:574] : INFO : Epoch 1617 | loss: 0.0311375 | val_loss: 0.0312045 | Time: 5427.67 ms [2022-03-06 12:41:07 main:574] : INFO : Epoch 1618 | loss: 0.0311403 | val_loss: 0.0312074 | Time: 5409.5 ms [2022-03-06 12:41:13 main:574] : INFO : Epoch 1619 | loss: 0.0311389 | val_loss: 0.0311947 | Time: 5632.21 ms [2022-03-06 12:41:19 main:574] : INFO : Epoch 1620 | loss: 0.0311422 | val_loss: 0.0312016 | Time: 5546.07 ms [2022-03-06 12:41:24 main:574] : INFO : Epoch 1621 | loss: 0.0311391 | val_loss: 0.0311978 | Time: 5441.34 ms [2022-03-06 12:41:29 main:574] : INFO : Epoch 1622 | loss: 0.0311372 | val_loss: 0.0311988 | Time: 5428.2 ms [2022-03-06 12:41:35 main:574] : INFO : Epoch 1623 | loss: 0.0311388 | val_loss: 0.0312012 | Time: 5436.38 ms [2022-03-06 12:41:40 main:574] : INFO : Epoch 1624 | loss: 0.0311373 | val_loss: 0.0311984 | Time: 5452.64 ms [2022-03-06 12:41:46 main:574] : INFO : Epoch 1625 | loss: 0.0311399 | val_loss: 0.0312024 | Time: 5417.03 ms [2022-03-06 12:41:51 main:574] : INFO : Epoch 1626 | loss: 0.0311404 | val_loss: 0.0312009 | Time: 5400.29 ms [2022-03-06 12:41:57 main:574] : INFO : Epoch 1627 | loss: 0.0311397 | val_loss: 0.0311953 | Time: 5421.9 ms [2022-03-06 12:42:02 main:574] : INFO : Epoch 1628 | loss: 0.0311365 | val_loss: 0.0312053 | Time: 5468.47 ms [2022-03-06 12:42:08 main:574] : INFO : Epoch 1629 | loss: 0.0311371 | val_loss: 0.0311998 | Time: 5473.84 ms [2022-03-06 12:42:13 main:574] : INFO : Epoch 1630 | loss: 0.0311338 | val_loss: 0.0312065 | Time: 5508.1 ms [2022-03-06 12:42:19 main:574] : INFO : Epoch 1631 | loss: 0.0311392 | val_loss: 0.0312012 | Time: 5405.88 ms [2022-03-06 12:42:24 main:574] : INFO : Epoch 1632 | loss: 0.0311407 | val_loss: 0.0312034 | Time: 5379.86 ms [2022-03-06 12:42:29 main:574] : INFO : Epoch 1633 | loss: 0.031139 | val_loss: 0.0312003 | Time: 5433.86 ms [2022-03-06 12:42:35 main:574] : INFO : Epoch 1634 | loss: 0.031156 | val_loss: 0.0311963 | Time: 5416.89 ms [2022-03-06 12:42:40 main:574] : INFO : Epoch 1635 | loss: 0.031165 | val_loss: 0.0311933 | Time: 5433.49 ms [2022-03-06 12:42:46 main:574] : INFO : Epoch 1636 | loss: 0.0311756 | val_loss: 0.0311887 | Time: 5432.3 ms [2022-03-06 12:42:51 main:574] : INFO : Epoch 1637 | loss: 0.0311759 | val_loss: 0.0311938 | Time: 5424.64 ms [2022-03-06 12:42:57 main:574] : INFO : Epoch 1638 | loss: 0.0311707 | val_loss: 0.0311844 | Time: 5448.49 ms [2022-03-06 12:43:02 main:574] : INFO : Epoch 1639 | loss: 0.0311654 | val_loss: 0.0311871 | Time: 5450.5 ms [2022-03-06 12:43:07 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.0311868 | Time: 5388.85 ms [2022-03-06 12:43:13 main:574] : INFO : Epoch 1641 | loss: 0.0311598 | val_loss: 0.0311931 | Time: 5465.56 ms [2022-03-06 12:43:18 main:574] : INFO : Epoch 1642 | loss: 0.0311551 | val_loss: 0.0311903 | Time: 5448.44 ms [2022-03-06 12:43:24 main:574] : INFO : Epoch 1643 | loss: 0.0311518 | val_loss: 0.031192 | Time: 5452.65 ms [2022-03-06 12:43:29 main:574] : INFO : Epoch 1644 | loss: 0.0311507 | val_loss: 0.0311916 | Time: 5401.57 ms [2022-03-06 12:43:35 main:574] : INFO : Epoch 1645 | loss: 0.0311485 | val_loss: 0.0311956 | Time: 5453.61 ms [2022-03-06 12:43:40 main:574] : INFO : Epoch 1646 | loss: 0.0311495 | val_loss: 0.031189 | Time: 5462.51 ms [2022-03-06 12:43:46 main:574] : INFO : Epoch 1647 | loss: 0.0311479 | val_loss: 0.0311943 | Time: 5455.75 ms [2022-03-06 12:43:51 main:574] : INFO : Epoch 1648 | loss: 0.0311454 | val_loss: 0.0311941 | Time: 5386.37 ms [2022-03-06 12:43:56 main:574] : INFO : Epoch 1649 | loss: 0.0311484 | val_loss: 0.0311965 | Time: 5441.08 ms [2022-03-06 12:44:02 main:574] : INFO : Epoch 1650 | loss: 0.0311599 | val_loss: 0.0311883 | Time: 5411.48 ms [2022-03-06 12:44:07 main:574] : INFO : Epoch 1651 | loss: 0.0311516 | val_loss: 0.0311954 | Time: 5429.84 ms [2022-03-06 12:44:13 main:574] : INFO : Epoch 1652 | loss: 0.0311483 | val_loss: 0.0311976 | Time: 5713.57 ms [2022-03-06 12:44:18 main:574] : INFO : Epoch 1653 | loss: 0.0311455 | val_loss: 0.0311885 | Time: 5457.18 ms [2022-03-06 12:44:24 main:574] : INFO : Epoch 1654 | loss: 0.0311443 | val_loss: 0.0311935 | Time: 5385.34 ms [2022-03-06 12:44:29 main:574] : INFO : Epoch 1655 | loss: 0.0311428 | val_loss: 0.0311915 | Time: 5387.88 ms [2022-03-06 12:44:35 main:574] : INFO : Epoch 1656 | loss: 0.0311403 | val_loss: 0.0311927 | Time: 5475.02 ms [2022-03-06 12:44:40 main:574] : INFO : Epoch 1657 | loss: 0.0311425 | val_loss: 0.031195 | Time: 5441.96 ms [2022-03-06 12:44:46 main:574] : INFO : Epoch 1658 | loss: 0.0311417 | val_loss: 0.0311897 | Time: 5429.18 ms [2022-03-06 12:44:51 main:574] : INFO : Epoch 1659 | loss: 0.0311423 | val_loss: 0.0311922 | Time: 5504.57 ms [2022-03-06 12:44:57 main:574] : INFO : Epoch 1660 | loss: 0.031143 | val_loss: 0.0311961 | Time: 5570.24 ms [2022-03-06 12:45:02 main:574] : INFO : Epoch 1661 | loss: 0.0311437 | val_loss: 0.0311935 | Time: 5437.07 ms [2022-03-06 12:45:08 main:574] : INFO : Epoch 1662 | loss: 0.0311455 | val_loss: 0.0311913 | Time: 5530.91 ms [2022-03-06 12:45:13 main:574] : INFO : Epoch 1663 | loss: 0.0311457 | val_loss: 0.031195 | Time: 5427.58 ms [2022-03-06 12:45:19 main:574] : INFO : Epoch 1664 | loss: 0.0311427 | val_loss: 0.031199 | Time: 5424.5 ms [2022-03-06 12:45:24 main:574] : INFO : Epoch 1665 | loss: 0.0311406 | val_loss: 0.0311901 | Time: 5432.01 ms [2022-03-06 12:45:29 main:574] : INFO : Epoch 1666 | loss: 0.0311429 | val_loss: 0.0311982 | Time: 5382.4 ms [2022-03-06 12:45:35 main:574] : INFO : Epoch 1667 | loss: 0.0311387 | val_loss: 0.0311968 | Time: 5443.15 ms [2022-03-06 12:45:40 main:574] : INFO : Epoch 1668 | loss: 0.0311407 | val_loss: 0.0312001 | Time: 5419.4 ms [2022-03-06 12:45:46 main:574] : INFO : Epoch 1669 | loss: 0.0311372 | val_loss: 0.0311963 | Time: 5369.01 ms [2022-03-06 12:45:51 main:574] : INFO : Epoch 1670 | loss: 0.0311393 | val_loss: 0.0311981 | Time: 5426.22 ms [2022-03-06 12:45:57 main:574] : INFO : Epoch 1671 | loss: 0.0311356 | val_loss: 0.0312007 | Time: 5422.64 ms [2022-03-06 12:46:02 main:574] : INFO : Epoch 1672 | loss: 0.0311365 | val_loss: 0.0312011 | Time: 5443.18 ms [2022-03-06 12:46:07 main:574] : INFO : Epoch 1673 | loss: 0.0311369 | val_loss: 0.0311985 | Time: 5405.97 ms [2022-03-06 12:46:13 main:574] : INFO : Epoch 1674 | loss: 0.031138 | val_loss: 0.0311981 | Time: 5439.09 ms [2022-03-06 12:46:18 main:574] : INFO : Epoch 1675 | loss: 0.0311348 | val_loss: 0.031209 | Time: 5469.31 ms [2022-03-06 12:46:24 main:574] : INFO : Epoch 1676 | loss: 0.0311357 | val_loss: 0.0312042 | Time: 5444.61 ms [2022-03-06 12:46:29 main:574] : INFO : Epoch 1677 | loss: 0.0311342 | val_loss: 0.0311969 | Time: 5391.69 ms [2022-03-06 12:46:35 main:574] : INFO : Epoch 1678 | loss: 0.0311365 | val_loss: 0.0311998 | Time: 5449.5 ms [2022-03-06 12:46:40 main:574] : INFO : Epoch 1679 | loss: 0.0311391 | val_loss: 0.0311989 | Time: 5453.06 ms [2022-03-06 12:46:45 main:574] : INFO : Epoch 1680 | loss: 0.0311409 | val_loss: 0.0311988 | Time: 5410.83 ms [2022-03-06 12:46:51 main:574] : INFO : Epoch 1681 | loss: 0.0311411 | val_loss: 0.0312013 | Time: 5445.36 ms [2022-03-06 12:46:56 main:574] : INFO : Epoch 1682 | loss: 0.0311365 | val_loss: 0.031202 | Time: 5510.73 ms [2022-03-06 12:47:02 main:574] : INFO : Epoch 1683 | loss: 0.0311387 | val_loss: 0.0311991 | Time: 5460.51 ms [2022-03-06 12:47:07 main:574] : INFO : Epoch 1684 | loss: 0.0311357 | val_loss: 0.031198 | Time: 5449.85 ms [2022-03-06 12:47:13 main:574] : INFO : Epoch 1685 | loss: 0.0311348 | val_loss: 0.0312021 | Time: 5459.98 ms [2022-03-06 12:47:18 main:574] : INFO : Epoch 1686 | loss: 0.0311335 | val_loss: 0.0312049 | Time: 5411.16 ms [2022-03-06 12:47:24 main:574] : INFO : Epoch 1687 | loss: 0.0311344 | val_loss: 0.0311928 | Time: 5426.56 ms [2022-03-06 12:47:29 main:574] : INFO : Epoch 1688 | loss: 0.0311327 | val_loss: 0.0311986 | Time: 5450.77 ms [2022-03-06 12:47:35 main:574] : INFO : Epoch 1689 | loss: 0.0311312 | val_loss: 0.0312029 | Time: 5452.8 ms [2022-03-06 12:47:40 main:574] : INFO : Epoch 1690 | loss: 0.0311304 | val_loss: 0.0311995 | Time: 5443.21 ms [2022-03-06 12:47:46 main:574] : INFO : Epoch 1691 | loss: 0.0311291 | val_loss: 0.0312083 | Time: 5465.95 ms [2022-03-06 12:47:51 main:574] : INFO : Epoch 1692 | loss: 0.0311329 | val_loss: 0.0312003 | Time: 5427.27 ms [2022-03-06 12:47:57 main:574] : INFO : Epoch 1693 | loss: 0.0311383 | val_loss: 0.031194 | Time: 5569.65 ms [2022-03-06 12:48:02 main:574] : INFO : Epoch 1694 | loss: 0.0311417 | val_loss: 0.0312023 | Time: 5928.48 ms [2022-03-06 12:48:08 main:574] : INFO : Epoch 1695 | loss: 0.0311391 | val_loss: 0.0312057 | Time: 5663.28 ms [2022-03-06 12:48:14 main:574] : INFO : Epoch 1696 | loss: 0.0311337 | val_loss: 0.0311998 | Time: 5402.89 ms [2022-03-06 12:48:19 main:574] : INFO : Epoch 1697 | loss: 0.031134 | val_loss: 0.031204 | Time: 5356.25 ms [2022-03-06 12:48:24 main:574] : INFO : Epoch 1698 | loss: 0.0311336 | val_loss: 0.031211 | Time: 5426.14 ms [2022-03-06 12:48:30 main:574] : INFO : Epoch 1699 | loss: 0.0311349 | val_loss: 0.0312106 | Time: 5411.77 ms [2022-03-06 12:48:35 main:574] : INFO : Epoch 1700 | loss: 0.0311324 | val_loss: 0.0312016 | Time: 5387.33 ms [2022-03-06 12:48:41 main:574] : INFO : Epoch 1701 | loss: 0.0311382 | val_loss: 0.0311996 | Time: 5421.02 ms [2022-03-06 12:48:46 main:574] : INFO : Epoch 1702 | loss: 0.0311448 | val_loss: 0.0311983 | Time: 5384.39 ms [2022-03-06 12:48:51 main:574] : INFO : Epoch 1703 | loss: 0.031138 | val_loss: 0.0312011 | Time: 5370.01 ms [2022-03-06 12:48:57 main:574] : INFO : Epoch 1704 | loss: 0.0311358 | val_loss: 0.0311989 | Time: 5416.38 ms [2022-03-06 12:49:02 main:574] : INFO : Epoch 1705 | loss: 0.0311325 | val_loss: 0.0312027 | Time: 5509.18 ms [2022-03-06 12:49:08 main:574] : INFO : Epoch 1706 | loss: 0.0311357 | val_loss: 0.0312036 | Time: 5399.04 ms [2022-03-06 12:49:13 main:574] : INFO : Epoch 1707 | loss: 0.0311316 | val_loss: 0.0312022 | Time: 5442.23 ms [2022-03-06 12:49:19 main:574] : INFO : Epoch 1708 | loss: 0.0311311 | val_loss: 0.0312017 | Time: 5392.55 ms [2022-03-06 12:49:24 main:574] : INFO : Epoch 1709 | loss: 0.031132 | val_loss: 0.0312048 | Time: 5373.84 ms [2022-03-06 12:49:29 main:574] : INFO : Epoch 1710 | loss: 0.0311314 | val_loss: 0.031205 | Time: 5414.72 ms [2022-03-06 12:49:35 main:574] : INFO : Epoch 1711 | loss: 0.0311295 | val_loss: 0.0312011 | Time: 5455.21 ms [2022-03-06 12:49:40 main:574] : INFO : Epoch 1712 | loss: 0.0311298 | val_loss: 0.0312113 | Time: 5414.32 ms [2022-03-06 12:49:46 main:574] : INFO : Epoch 1713 | loss: 0.0311315 | val_loss: 0.031198 | Time: 5466.26 ms [2022-03-06 12:49:51 main:574] : INFO : Epoch 1714 | loss: 0.0311352 | val_loss: 0.031204 | Time: 5422.94 ms [2022-03-06 12:49:57 main:574] : INFO : Epoch 1715 | loss: 0.0311353 | val_loss: 0.0311985 | Time: 5414.23 ms [2022-03-06 12:50:02 main:574] : INFO : Epoch 1716 | loss: 0.0311368 | val_loss: 0.0312008 | Time: 5787.9 ms [2022-03-06 12:50:09 main:574] : INFO : Epoch 1717 | loss: 0.0311411 | val_loss: 0.0311975 | Time: 6296.05 ms [2022-03-06 12:50:14 main:574] : INFO : Epoch 1718 | loss: 0.031134 | val_loss: 0.031203 | Time: 5581.9 ms [2022-03-06 12:50:20 main:574] : INFO : Epoch 1719 | loss: 0.0311319 | val_loss: 0.0312019 | Time: 5716.97 ms [2022-03-06 12:50:26 main:574] : INFO : Epoch 1720 | loss: 0.0311335 | val_loss: 0.0312052 | Time: 5772.81 ms [2022-03-06 12:50:31 main:574] : INFO : Epoch 1721 | loss: 0.0311316 | val_loss: 0.031201 | Time: 5427.45 ms [2022-03-06 12:50:37 main:574] : INFO : Epoch 1722 | loss: 0.0311296 | val_loss: 0.0312173 | Time: 5407.31 ms [2022-03-06 12:50:42 main:574] : INFO : Epoch 1723 | loss: 0.0311292 | val_loss: 0.0312092 | Time: 5439.1 ms [2022-03-06 12:50:48 main:574] : INFO : Epoch 1724 | loss: 0.0311285 | val_loss: 0.0312097 | Time: 5452.46 ms [2022-03-06 12:50:53 main:574] : INFO : Epoch 1725 | loss: 0.0311255 | val_loss: 0.0312022 | Time: 5465.27 ms [2022-03-06 12:50:59 main:574] : INFO : Epoch 1726 | loss: 0.0311287 | val_loss: 0.0312057 | Time: 5494.22 ms [2022-03-06 12:51:04 main:574] : INFO : Epoch 1727 | loss: 0.0311294 | val_loss: 0.0312055 | Time: 5556.77 ms [2022-03-06 12:51:10 main:574] : INFO : Epoch 1728 | loss: 0.0311289 | val_loss: 0.0312069 | Time: 5526.08 ms [2022-03-06 12:51:15 main:574] : INFO : Epoch 1729 | loss: 0.0311311 | val_loss: 0.0312126 | Time: 5578.42 ms [2022-03-06 12:51:21 main:574] : INFO : Epoch 1730 | loss: 0.0311318 | val_loss: 0.0312066 | Time: 5462.77 ms [2022-03-06 12:51:26 main:574] : INFO : Epoch 1731 | loss: 0.0311305 | val_loss: 0.0312085 | Time: 5439.89 ms [2022-03-06 12:51:32 main:574] : INFO : Epoch 1732 | loss: 0.0311273 | val_loss: 0.0312026 | Time: 5793.43 ms [2022-03-06 12:51:37 main:574] : INFO : Epoch 1733 | loss: 0.0311308 | val_loss: 0.0312085 | Time: 5458.91 ms [2022-03-06 12:51:43 main:574] : INFO : Epoch 1734 | loss: 0.0311343 | val_loss: 0.0312137 | Time: 5657.89 ms [2022-03-06 12:51:49 main:574] : INFO : Epoch 1735 | loss: 0.0311304 | val_loss: 0.0312073 | Time: 5456.43 ms [2022-03-06 12:51:54 main:574] : INFO : Epoch 1736 | loss: 0.0311299 | val_loss: 0.0312019 | Time: 5400.84 ms [2022-03-06 12:51:59 main:574] : INFO : Epoch 1737 | loss: 0.0311258 | val_loss: 0.0312135 | Time: 5466.37 ms [2022-03-06 12:52:05 main:574] : INFO : Epoch 1738 | loss: 0.0311233 | val_loss: 0.0312053 | Time: 5428.79 ms [2022-03-06 12:52:10 main:574] : INFO : Epoch 1739 | loss: 0.0311281 | val_loss: 0.031206 | Time: 5442.71 ms [2022-03-06 12:52:16 main:574] : INFO : Epoch 1740 | loss: 0.0311299 | val_loss: 0.0312142 | Time: 5440.92 ms [2022-03-06 12:52:21 main:574] : INFO : Epoch 1741 | loss: 0.0311309 | val_loss: 0.0312045 | Time: 5422.92 ms [2022-03-06 12:52:27 main:574] : INFO : Epoch 1742 | loss: 0.0311308 | val_loss: 0.0312102 | Time: 5396.58 ms [2022-03-06 12:52:32 main:574] : INFO : Epoch 1743 | loss: 0.0311323 | val_loss: 0.0312155 | Time: 5429.08 ms [2022-03-06 12:52:37 main:574] : INFO : Epoch 1744 | loss: 0.0311291 | val_loss: 0.0312081 | Time: 5413.93 ms [2022-03-06 12:52:43 main:574] : INFO : Epoch 1745 | loss: 0.0311355 | val_loss: 0.0312075 | Time: 5399.33 ms [2022-03-06 12:52:48 main:574] : INFO : Epoch 1746 | loss: 0.0311398 | val_loss: 0.0312038 | Time: 5406.1 ms [2022-03-06 12:52:54 main:574] : INFO : Epoch 1747 | loss: 0.0311362 | val_loss: 0.031204 | Time: 5427.15 ms [2022-03-06 12:52:59 main:574] : INFO : Epoch 1748 | loss: 0.0311308 | val_loss: 0.0312037 | Time: 5405.69 ms [2022-03-06 12:53:05 main:574] : INFO : Epoch 1749 | loss: 0.0311296 | val_loss: 0.0312081 | Time: 5456.89 ms [2022-03-06 12:53:10 main:574] : INFO : Epoch 1750 | loss: 0.0311282 | val_loss: 0.0312106 | Time: 5413.67 ms [2022-03-06 12:53:15 main:574] : INFO : Epoch 1751 | loss: 0.0311325 | val_loss: 0.0312084 | Time: 5451.45 ms [2022-03-06 12:53:21 main:574] : INFO : Epoch 1752 | loss: 0.0311319 | val_loss: 0.0312042 | Time: 5428.56 ms [2022-03-06 12:53:26 main:574] : INFO : Epoch 1753 | loss: 0.0311304 | val_loss: 0.0312058 | Time: 5388.84 ms [2022-03-06 12:53:32 main:574] : INFO : Epoch 1754 | loss: 0.0311303 | val_loss: 0.0312083 | Time: 5391.9 ms [2022-03-06 12:53:37 main:574] : INFO : Epoch 1755 | loss: 0.0311271 | val_loss: 0.0312043 | Time: 5464.68 ms [2022-03-06 12:53:43 main:574] : INFO : Epoch 1756 | loss: 0.0311275 | val_loss: 0.0312066 | Time: 5406.81 ms [2022-03-06 12:53:48 main:574] : INFO : Epoch 1757 | loss: 0.0311306 | val_loss: 0.0312036 | Time: 5427.11 ms [2022-03-06 12:53:53 main:574] : INFO : Epoch 1758 | loss: 0.0311307 | val_loss: 0.0312057 | Time: 5376.44 ms [2022-03-06 12:53:59 main:574] : INFO : Epoch 1759 | loss: 0.0311268 | val_loss: 0.0312146 | Time: 5384.53 ms [2022-03-06 12:54:04 main:574] : INFO : Epoch 1760 | loss: 0.0311288 | val_loss: 0.0312123 | Time: 5435.91 ms [2022-03-06 12:54:10 main:574] : INFO : Epoch 1761 | loss: 0.0311274 | val_loss: 0.0312111 | Time: 5430.91 ms [2022-03-06 12:54:15 main:574] : INFO : Epoch 1762 | loss: 0.0311291 | val_loss: 0.0312089 | Time: 5343.1 ms [2022-03-06 12:54:20 main:574] : INFO : Epoch 1763 | loss: 0.0311284 | val_loss: 0.0312085 | Time: 5409.92 ms [2022-03-06 12:54:26 main:574] : INFO : Epoch 1764 | loss: 0.0311278 | val_loss: 0.0312055 | Time: 5389.22 ms [2022-03-06 12:54:31 main:574] : INFO : Epoch 1765 | loss: 0.0311236 | val_loss: 0.0312159 | Time: 5553.78 ms [2022-03-06 12:54:37 main:574] : INFO : Epoch 1766 | loss: 0.0311238 | val_loss: 0.0312094 | Time: 5439.86 ms [2022-03-06 12:54:42 main:574] : INFO : Epoch 1767 | loss: 0.0311229 | val_loss: 0.0312078 | Time: 5399.48 ms [2022-03-06 12:54:48 main:574] : INFO : Epoch 1768 | loss: 0.0311296 | val_loss: 0.0312107 | Time: 5346.59 ms [2022-03-06 12:54:53 main:574] : INFO : Epoch 1769 | loss: 0.0311267 | val_loss: 0.0312106 | Time: 5478.3 ms [2022-03-06 12:54:59 main:574] : INFO : Epoch 1770 | loss: 0.0311576 | val_loss: 0.0312496 | Time: 5419.7 ms [2022-03-06 12:55:04 main:574] : INFO : Epoch 1771 | loss: 0.0311659 | val_loss: 0.0312444 | Time: 5381.72 ms [2022-03-06 12:55:09 main:574] : INFO : Epoch 1772 | loss: 0.0311603 | val_loss: 0.0312085 | Time: 5414.81 ms [2022-03-06 12:55:15 main:574] : INFO : Epoch 1773 | loss: 0.0311474 | val_loss: 0.0312015 | Time: 5370.27 ms [2022-03-06 12:55:20 main:574] : INFO : Epoch 1774 | loss: 0.0311386 | val_loss: 0.0312144 | Time: 5525.45 ms [2022-03-06 12:55:26 main:574] : INFO : Epoch 1775 | loss: 0.0311335 | val_loss: 0.0312042 | Time: 5433.77 ms [2022-03-06 12:55:31 main:574] : INFO : Epoch 1776 | loss: 0.0311315 | val_loss: 0.0312176 | Time: 5377.72 ms [2022-03-06 12:55:37 main:574] : INFO : Epoch 1777 | loss: 0.0311386 | val_loss: 0.0312048 | Time: 5485.54 ms [2022-03-06 12:55:42 main:574] : INFO : Epoch 1778 | loss: 0.0311371 | val_loss: 0.0312045 | Time: 5506.97 ms [2022-03-06 12:55:48 main:574] : INFO : Epoch 1779 | loss: 0.0311352 | val_loss: 0.0312082 | Time: 5416.39 ms [2022-03-06 12:55:53 main:574] : INFO : Epoch 1780 | loss: 0.031127 | val_loss: 0.0312097 | Time: 5420.14 ms [2022-03-06 12:55:58 main:574] : INFO : Epoch 1781 | loss: 0.0311259 | val_loss: 0.031208 | Time: 5382.56 ms [2022-03-06 12:56:04 main:574] : INFO : Epoch 1782 | loss: 0.0311269 | val_loss: 0.0312093 | Time: 5395.72 ms [2022-03-06 12:56:09 main:574] : INFO : Epoch 1783 | loss: 0.0311258 | val_loss: 0.031211 | Time: 5365.05 ms [2022-03-06 12:56:15 main:574] : INFO : Epoch 1784 | loss: 0.0311285 | val_loss: 0.0312119 | Time: 5393.41 ms [2022-03-06 12:56:20 main:574] : INFO : Epoch 1785 | loss: 0.0311267 | val_loss: 0.0312061 | Time: 5392.5 ms [2022-03-06 12:56:25 main:574] : INFO : Epoch 1786 | loss: 0.0311273 | val_loss: 0.0312123 | Time: 5414.15 ms [2022-03-06 12:56:31 main:574] : INFO : Epoch 1787 | loss: 0.0311297 | val_loss: 0.0312209 | Time: 5420.01 ms [2022-03-06 12:56:36 main:574] : INFO : Epoch 1788 | loss: 0.031134 | val_loss: 0.0312211 | Time: 5381.66 ms [2022-03-06 12:56:42 main:574] : INFO : Epoch 1789 | loss: 0.0311278 | val_loss: 0.0312077 | Time: 5354.13 ms [2022-03-06 12:56:47 main:574] : INFO : Epoch 1790 | loss: 0.0311306 | val_loss: 0.0312082 | Time: 5467.39 ms [2022-03-06 12:56:52 main:574] : INFO : Epoch 1791 | loss: 0.0311279 | val_loss: 0.0312131 | Time: 5429.61 ms [2022-03-06 12:56:58 main:574] : INFO : Epoch 1792 | loss: 0.031127 | val_loss: 0.0312107 | Time: 5408.62 ms [2022-03-06 12:57:03 main:574] : INFO : Epoch 1793 | loss: 0.0311292 | val_loss: 0.0312153 | Time: 5431.45 ms [2022-03-06 12:57:09 main:574] : INFO : Epoch 1794 | loss: 0.0311252 | val_loss: 0.0312118 | Time: 6170.82 ms [2022-03-06 12:57:15 main:574] : INFO : Epoch 1795 | loss: 0.0311292 | val_loss: 0.0312087 | Time: 5652.99 ms [2022-03-06 12:57:21 main:574] : INFO : Epoch 1796 | loss: 0.0311265 | val_loss: 0.0312109 | Time: 5456.06 ms [2022-03-06 12:57:26 main:574] : INFO : Epoch 1797 | loss: 0.0311252 | val_loss: 0.031211 | Time: 5366.95 ms [2022-03-06 12:57:31 main:574] : INFO : Epoch 1798 | loss: 0.0311236 | val_loss: 0.0312174 | Time: 5394.11 ms [2022-03-06 12:57:37 main:574] : INFO : Epoch 1799 | loss: 0.031124 | val_loss: 0.0312226 | Time: 5424.73 ms [2022-03-06 12:57:42 main:574] : INFO : Epoch 1800 | loss: 0.0311495 | val_loss: 0.0312036 | Time: 5426.42 ms [2022-03-06 12:57:48 main:574] : INFO : Epoch 1801 | loss: 0.0311528 | val_loss: 0.0311962 | Time: 5508.75 ms [2022-03-06 12:57:53 main:574] : INFO : Epoch 1802 | loss: 0.0311476 | val_loss: 0.0311968 | Time: 5411.22 ms [2022-03-06 12:57:59 main:574] : INFO : Epoch 1803 | loss: 0.0311499 | val_loss: 0.0311948 | Time: 5414.38 ms [2022-03-06 12:58:04 main:574] : INFO : Epoch 1804 | loss: 0.0311419 | val_loss: 0.0311959 | Time: 5390.49 ms [2022-03-06 12:58:09 main:574] : INFO : Epoch 1805 | loss: 0.0311369 | val_loss: 0.0312022 | Time: 5422.28 ms [2022-03-06 12:58:15 main:574] : INFO : Epoch 1806 | loss: 0.0311361 | val_loss: 0.0312009 | Time: 5404.95 ms [2022-03-06 12:58:21 main:574] : INFO : Epoch 1807 | loss: 0.0311418 | val_loss: 0.0312076 | Time: 6039.76 ms [2022-03-06 12:58:27 main:574] : INFO : Epoch 1808 | loss: 0.0311444 | val_loss: 0.0312076 | Time: 6109.15 ms [2022-03-06 12:58:33 main:574] : INFO : Epoch 1809 | loss: 0.0311376 | val_loss: 0.0312038 | Time: 6151.36 ms [2022-03-06 12:58:39 main:574] : INFO : Epoch 1810 | loss: 0.0311386 | val_loss: 0.0312094 | Time: 5446.39 ms [2022-03-06 12:58:44 main:574] : INFO : Epoch 1811 | loss: 0.0311375 | val_loss: 0.0311994 | Time: 5453.94 ms [2022-03-06 12:58:49 main:574] : INFO : Epoch 1812 | loss: 0.0311384 | val_loss: 0.031203 | Time: 5415.06 ms [2022-03-06 12:58:55 main:574] : INFO : Epoch 1813 | loss: 0.0311363 | val_loss: 0.0312054 | Time: 5381.77 ms [2022-03-06 12:59:00 main:574] : INFO : Epoch 1814 | loss: 0.0311322 | val_loss: 0.0312074 | Time: 5378.72 ms [2022-03-06 12:59:06 main:574] : INFO : Epoch 1815 | loss: 0.0311355 | val_loss: 0.0312012 | Time: 5422.48 ms [2022-03-06 12:59:11 main:574] : INFO : Epoch 1816 | loss: 0.0311351 | val_loss: 0.0312037 | Time: 5366.8 ms [2022-03-06 12:59:17 main:574] : INFO : Epoch 1817 | loss: 0.0311347 | val_loss: 0.031199 | Time: 5473.5 ms [2022-03-06 12:59:22 main:574] : INFO : Epoch 1818 | loss: 0.031132 | val_loss: 0.0312106 | Time: 5463.79 ms [2022-03-06 12:59:28 main:574] : INFO : Epoch 1819 | loss: 0.0311261 | val_loss: 0.0312072 | Time: 5778.37 ms [2022-03-06 12:59:34 main:574] : INFO : Epoch 1820 | loss: 0.0311251 | val_loss: 0.0312075 | Time: 6124.83 ms [2022-03-06 12:59:40 main:574] : INFO : Epoch 1821 | loss: 0.031126 | val_loss: 0.0312038 | Time: 5951.13 ms [2022-03-06 12:59:45 main:574] : INFO : Epoch 1822 | loss: 0.0311268 | val_loss: 0.0312091 | Time: 5431.1 ms [2022-03-06 12:59:51 main:574] : INFO : Epoch 1823 | loss: 0.0311299 | val_loss: 0.0312042 | Time: 5539.41 ms [2022-03-06 12:59:56 main:574] : INFO : Epoch 1824 | loss: 0.0311305 | val_loss: 0.0312005 | Time: 5444.37 ms [2022-03-06 13:00:02 main:574] : INFO : Epoch 1825 | loss: 0.0311278 | val_loss: 0.0312062 | Time: 5481.24 ms [2022-03-06 13:00:08 main:574] : INFO : Epoch 1826 | loss: 0.0311274 | val_loss: 0.0312087 | Time: 5865.75 ms [2022-03-06 13:00:13 main:574] : INFO : Epoch 1827 | loss: 0.0311287 | val_loss: 0.0312111 | Time: 5653.02 ms [2022-03-06 13:00:19 main:574] : INFO : Epoch 1828 | loss: 0.0311301 | val_loss: 0.0312067 | Time: 5970.84 ms [2022-03-06 13:00:25 main:574] : INFO : Epoch 1829 | loss: 0.0311462 | val_loss: 0.0311951 | Time: 5596.83 ms [2022-03-06 13:00:30 main:574] : INFO : Epoch 1830 | loss: 0.03115 | val_loss: 0.031197 | Time: 5439.68 ms [2022-03-06 13:00:36 main:574] : INFO : Epoch 1831 | loss: 0.0311408 | val_loss: 0.0312027 | Time: 5431.67 ms [2022-03-06 13:00:41 main:574] : INFO : Epoch 1832 | loss: 0.0311331 | val_loss: 0.0312123 | Time: 5453.64 ms [2022-03-06 13:00:47 main:574] : INFO : Epoch 1833 | loss: 0.0311318 | val_loss: 0.0312022 | Time: 5685.33 ms [2022-03-06 13:00:52 main:574] : INFO : Epoch 1834 | loss: 0.0311332 | val_loss: 0.0312079 | Time: 5461.29 ms [2022-03-06 13:00:58 main:574] : INFO : Epoch 1835 | loss: 0.0311313 | val_loss: 0.0312055 | Time: 5407.15 ms [2022-03-06 13:01:03 main:574] : INFO : Epoch 1836 | loss: 0.0311294 | val_loss: 0.0312111 | Time: 5376.21 ms [2022-03-06 13:01:09 main:574] : INFO : Epoch 1837 | loss: 0.0311259 | val_loss: 0.0312042 | Time: 5455.31 ms [2022-03-06 13:01:14 main:574] : INFO : Epoch 1838 | loss: 0.031123 | val_loss: 0.031207 | Time: 5561.6 ms [2022-03-06 13:01:20 main:574] : INFO : Epoch 1839 | loss: 0.0311258 | val_loss: 0.0312083 | Time: 5444.47 ms [2022-03-06 13:01:25 main:574] : INFO : Epoch 1840 | loss: 0.0311233 | val_loss: 0.0312049 | Time: 5474.52 ms [2022-03-06 13:01:31 main:574] : INFO : Epoch 1841 | loss: 0.031122 | val_loss: 0.0312073 | Time: 5372.63 ms [2022-03-06 13:01:36 main:574] : INFO : Epoch 1842 | loss: 0.031125 | val_loss: 0.0312072 | Time: 5455.97 ms [2022-03-06 13:01:41 main:574] : INFO : Epoch 1843 | loss: 0.0311246 | val_loss: 0.0312104 | Time: 5417.34 ms [2022-03-06 13:01:47 main:574] : INFO : Epoch 1844 | loss: 0.0311257 | val_loss: 0.0312081 | Time: 5406.35 ms [2022-03-06 13:01:52 main:574] : INFO : Epoch 1845 | loss: 0.0311271 | val_loss: 0.0312148 | Time: 5422.64 ms [2022-03-06 13:01:58 main:574] : INFO : Epoch 1846 | loss: 0.0311284 | val_loss: 0.0312052 | Time: 5454.25 ms [2022-03-06 13:02:03 main:574] : INFO : Epoch 1847 | loss: 0.0311456 | val_loss: 0.0312075 | Time: 5390.74 ms [2022-03-06 13:02:09 main:574] : INFO : Epoch 1848 | loss: 0.0311494 | val_loss: 0.0312016 | Time: 5441.27 ms [2022-03-06 13:02:14 main:574] : INFO : Epoch 1849 | loss: 0.0311438 | val_loss: 0.0312002 | Time: 5412.6 ms [2022-03-06 13:02:19 main:574] : INFO : Epoch 1850 | loss: 0.0311382 | val_loss: 0.0312051 | Time: 5407.92 ms [2022-03-06 13:02:25 main:574] : INFO : Epoch 1851 | loss: 0.0311299 | val_loss: 0.0312014 | Time: 5427.28 ms [2022-03-06 13:02:30 main:574] : INFO : Epoch 1852 | loss: 0.0311297 | val_loss: 0.0312157 | Time: 5379.19 ms [2022-03-06 13:02:36 main:574] : INFO : Epoch 1853 | loss: 0.0311306 | val_loss: 0.0312057 | Time: 5428.53 ms [2022-03-06 13:02:41 main:574] : INFO : Epoch 1854 | loss: 0.0311267 | val_loss: 0.0312078 | Time: 5400.65 ms [2022-03-06 13:02:46 main:574] : INFO : Epoch 1855 | loss: 0.0311253 | val_loss: 0.0312076 | Time: 5382.93 ms [2022-03-06 13:02:52 main:574] : INFO : Epoch 1856 | loss: 0.0311218 | val_loss: 0.0312124 | Time: 5397.39 ms [2022-03-06 13:02:57 main:574] : INFO : Epoch 1857 | loss: 0.031121 | val_loss: 0.031204 | Time: 5409.15 ms [2022-03-06 13:03:03 main:574] : INFO : Epoch 1858 | loss: 0.0311216 | val_loss: 0.0312163 | Time: 5422.23 ms [2022-03-06 13:03:08 main:574] : INFO : Epoch 1859 | loss: 0.0311332 | val_loss: 0.0312024 | Time: 5423.68 ms [2022-03-06 13:03:14 main:574] : INFO : Epoch 1860 | loss: 0.0311333 | val_loss: 0.0312015 | Time: 5406.75 ms [2022-03-06 13:03:19 main:574] : INFO : Epoch 1861 | loss: 0.0311343 | val_loss: 0.0312089 | Time: 5488.03 ms [2022-03-06 13:03:24 main:574] : INFO : Epoch 1862 | loss: 0.0311387 | val_loss: 0.0311969 | Time: 5391.59 ms [2022-03-06 13:03:30 main:574] : INFO : Epoch 1863 | loss: 0.0311367 | val_loss: 0.0312025 | Time: 5435.99 ms [2022-03-06 13:03:35 main:574] : INFO : Epoch 1864 | loss: 0.0311355 | val_loss: 0.0311927 | Time: 5408.13 ms [2022-03-06 13:03:41 main:574] : INFO : Epoch 1865 | loss: 0.0311333 | val_loss: 0.0312117 | Time: 5375.38 ms [2022-03-06 13:03:46 main:574] : INFO : Epoch 1866 | loss: 0.0311304 | val_loss: 0.0312075 | Time: 5411.13 ms [2022-03-06 13:03:52 main:574] : INFO : Epoch 1867 | loss: 0.0311282 | val_loss: 0.0312058 | Time: 5466.82 ms [2022-03-06 13:03:57 main:574] : INFO : Epoch 1868 | loss: 0.0311239 | val_loss: 0.0312102 | Time: 5432.12 ms [2022-03-06 13:04:03 main:574] : INFO : Epoch 1869 | loss: 0.0311272 | val_loss: 0.0312043 | Time: 5453.76 ms [2022-03-06 13:04:08 main:574] : INFO : Epoch 1870 | loss: 0.0311262 | val_loss: 0.0312035 | Time: 5461.39 ms [2022-03-06 13:04:13 main:574] : INFO : Epoch 1871 | loss: 0.0311274 | val_loss: 0.0312073 | Time: 5437.76 ms [2022-03-06 13:04:19 main:574] : INFO : Epoch 1872 | loss: 0.0311309 | val_loss: 0.0312095 | Time: 5410.58 ms [2022-03-06 13:04:25 main:574] : INFO : Epoch 1873 | loss: 0.0311266 | val_loss: 0.0312056 | Time: 5690.66 ms [2022-03-06 13:04:30 main:574] : INFO : Epoch 1874 | loss: 0.0311248 | val_loss: 0.0312094 | Time: 5616.79 ms [2022-03-06 13:04:36 main:574] : INFO : Epoch 1875 | loss: 0.0311224 | val_loss: 0.0312082 | Time: 5367.42 ms [2022-03-06 13:04:41 main:574] : INFO : Epoch 1876 | loss: 0.0311232 | val_loss: 0.0312079 | Time: 5694.13 ms [2022-03-06 13:04:47 main:574] : INFO : Epoch 1877 | loss: 0.0311274 | val_loss: 0.0312105 | Time: 6212.72 ms [2022-03-06 13:04:54 main:574] : INFO : Epoch 1878 | loss: 0.0311276 | val_loss: 0.0312039 | Time: 6154.29 ms [2022-03-06 13:04:59 main:574] : INFO : Epoch 1879 | loss: 0.0311296 | val_loss: 0.0312165 | Time: 5813.23 ms [2022-03-06 13:05:05 main:574] : INFO : Epoch 1880 | loss: 0.0311254 | val_loss: 0.0312135 | Time: 5475.73 ms [2022-03-06 13:05:10 main:574] : INFO : Epoch 1881 | loss: 0.0311336 | val_loss: 0.0312094 | Time: 5429.53 ms [2022-03-06 13:05:16 main:574] : INFO : Epoch 1882 | loss: 0.0311402 | val_loss: 0.0312012 | Time: 5402.8 ms [2022-03-06 13:05:21 main:574] : INFO : Epoch 1883 | loss: 0.0311361 | val_loss: 0.0312016 | Time: 5428.9 ms [2022-03-06 13:05:27 main:574] : INFO : Epoch 1884 | loss: 0.0311306 | val_loss: 0.0312124 | Time: 5401.17 ms [2022-03-06 13:05:32 main:574] : INFO : Epoch 1885 | loss: 0.0311277 | val_loss: 0.0312032 | Time: 5408.1 ms [2022-03-06 13:05:38 main:574] : INFO : Epoch 1886 | loss: 0.0311307 | val_loss: 0.031214 | Time: 5461.1 ms [2022-03-06 13:05:43 main:574] : INFO : Epoch 1887 | loss: 0.0311333 | val_loss: 0.0312115 | Time: 5680.81 ms [2022-03-06 13:05:49 main:574] : INFO : Epoch 1888 | loss: 0.0311295 | val_loss: 0.0312012 | Time: 5434.91 ms [2022-03-06 13:05:54 main:574] : INFO : Epoch 1889 | loss: 0.0311343 | val_loss: 0.031202 | Time: 5522.4 ms [2022-03-06 13:06:00 main:574] : INFO : Epoch 1890 | loss: 0.0311283 | val_loss: 0.0312048 | Time: 5563.11 ms [2022-03-06 13:06:05 main:574] : INFO : Epoch 1891 | loss: 0.0311263 | val_loss: 0.031209 | Time: 5397.62 ms [2022-03-06 13:06:11 main:574] : INFO : Epoch 1892 | loss: 0.0311277 | val_loss: 0.0312038 | Time: 5381.43 ms [2022-03-06 13:06:16 main:574] : INFO : Epoch 1893 | loss: 0.0311291 | val_loss: 0.0312093 | Time: 5401.9 ms [2022-03-06 13:06:21 main:574] : INFO : Epoch 1894 | loss: 0.0311258 | val_loss: 0.03121 | Time: 5427.61 ms [2022-03-06 13:06:27 main:574] : INFO : Epoch 1895 | loss: 0.0311196 | val_loss: 0.0312063 | Time: 5408.71 ms [2022-03-06 13:06:32 main:574] : INFO : Epoch 1896 | loss: 0.0311217 | val_loss: 0.0312038 | Time: 5444.59 ms [2022-03-06 13:06:38 main:574] : INFO : Epoch 1897 | loss: 0.0311238 | val_loss: 0.0312084 | Time: 5415.9 ms [2022-03-06 13:06:44 main:574] : INFO : Epoch 1898 | loss: 0.0311268 | val_loss: 0.0312039 | Time: 5908.41 ms [2022-03-06 13:06:49 main:574] : INFO : Epoch 1899 | loss: 0.031133 | val_loss: 0.031208 | Time: 5824.64 ms [2022-03-06 13:06:55 main:574] : INFO : Epoch 1900 | loss: 0.0311283 | val_loss: 0.0312041 | Time: 5470.06 ms [2022-03-06 13:07:00 main:574] : INFO : Epoch 1901 | loss: 0.031131 | val_loss: 0.0312021 | Time: 5460.15 ms [2022-03-06 13:07:06 main:574] : INFO : Epoch 1902 | loss: 0.0311303 | val_loss: 0.0312025 | Time: 5377.62 ms [2022-03-06 13:07:11 main:574] : INFO : Epoch 1903 | loss: 0.0311263 | val_loss: 0.0312094 | Time: 5418.64 ms [2022-03-06 13:07:17 main:574] : INFO : Epoch 1904 | loss: 0.0311241 | val_loss: 0.0312136 | Time: 5407.56 ms [2022-03-06 13:07:22 main:574] : INFO : Epoch 1905 | loss: 0.0311298 | val_loss: 0.0312162 | Time: 5414.25 ms [2022-03-06 13:07:27 main:574] : INFO : Epoch 1906 | loss: 0.0311297 | val_loss: 0.0312097 | Time: 5467.01 ms [2022-03-06 13:07:33 main:574] : INFO : Epoch 1907 | loss: 0.0311256 | val_loss: 0.0312104 | Time: 5421.74 ms [2022-03-06 13:07:38 main:574] : INFO : Epoch 1908 | loss: 0.0311222 | val_loss: 0.0312121 | Time: 5547.62 ms [2022-03-06 13:07:44 main:574] : INFO : Epoch 1909 | loss: 0.0311238 | val_loss: 0.0312102 | Time: 5797.94 ms [2022-03-06 13:07:50 main:574] : INFO : Epoch 1910 | loss: 0.0311303 | val_loss: 0.0312112 | Time: 5475.59 ms [2022-03-06 13:07:55 main:574] : INFO : Epoch 1911 | loss: 0.0311292 | val_loss: 0.0312159 | Time: 5413.87 ms [2022-03-06 13:08:01 main:574] : INFO : Epoch 1912 | loss: 0.0311297 | val_loss: 0.0312111 | Time: 5431.92 ms [2022-03-06 13:08:06 main:574] : INFO : Epoch 1913 | loss: 0.0311263 | val_loss: 0.0312047 | Time: 5448.62 ms [2022-03-06 13:08:11 main:574] : INFO : Epoch 1914 | loss: 0.0311248 | val_loss: 0.0312131 | Time: 5390.45 ms [2022-03-06 13:08:17 main:574] : INFO : Epoch 1915 | loss: 0.0311283 | val_loss: 0.0312058 | Time: 5432.92 ms [2022-03-06 13:08:22 main:574] : INFO : Epoch 1916 | loss: 0.0311292 | val_loss: 0.0312158 | Time: 5461.33 ms [2022-03-06 13:08:28 main:574] : INFO : Epoch 1917 | loss: 0.0311221 | val_loss: 0.0312022 | Time: 5451.52 ms [2022-03-06 13:08:33 main:574] : INFO : Epoch 1918 | loss: 0.0311486 | val_loss: 0.0312133 | Time: 5487.83 ms [2022-03-06 13:08:39 main:574] : INFO : Epoch 1919 | loss: 0.0312031 | val_loss: 0.0312093 | Time: 5434.14 ms [2022-03-06 13:08:45 main:574] : INFO : Epoch 1920 | loss: 0.0311973 | val_loss: 0.0312007 | Time: 5811.91 ms [2022-03-06 13:08:50 main:574] : INFO : Epoch 1921 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 5426.53 ms [2022-03-06 13:08:55 main:574] : INFO : Epoch 1922 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 5381.86 ms [2022-03-06 13:09:01 main:574] : INFO : Epoch 1923 | loss: 0.0311917 | val_loss: 0.0311939 | Time: 5423.04 ms [2022-03-06 13:09:06 main:574] : INFO : Epoch 1924 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 5490.26 ms [2022-03-06 13:09:12 main:574] : INFO : Epoch 1925 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 5409.39 ms [2022-03-06 13:09:17 main:574] : INFO : Epoch 1926 | loss: 0.0311828 | val_loss: 0.031189 | Time: 5464.31 ms [2022-03-06 13:09:23 main:574] : INFO : Epoch 1927 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 5442.11 ms [2022-03-06 13:09:28 main:574] : INFO : Epoch 1928 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 5393.3 ms [2022-03-06 13:09:34 main:574] : INFO : Epoch 1929 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 5523.68 ms [2022-03-06 13:09:40 main:574] : INFO : Epoch 1930 | loss: 0.0311757 | val_loss: 0.031186 | Time: 6006.85 ms [2022-03-06 13:09:45 main:574] : INFO : Epoch 1931 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 5801.04 ms [2022-03-06 13:09:51 main:574] : INFO : Epoch 1932 | loss: 0.0311745 | val_loss: 0.0311865 | Time: 5696.53 ms [2022-03-06 13:09:57 main:574] : INFO : Epoch 1933 | loss: 0.0311758 | val_loss: 0.0311827 | Time: 6005.07 ms [2022-03-06 13:10:04 main:574] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311842 | Time: 6413.12 ms [2022-03-06 13:10:10 main:574] : INFO : Epoch 1935 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 5946.79 ms [2022-03-06 13:10:15 main:574] : INFO : Epoch 1936 | loss: 0.031172 | val_loss: 0.0311833 | Time: 5872.67 ms [2022-03-06 13:10:21 main:574] : INFO : Epoch 1937 | loss: 0.0311726 | val_loss: 0.0311841 | Time: 5612.84 ms [2022-03-06 13:10:27 main:574] : INFO : Epoch 1938 | loss: 0.0311712 | val_loss: 0.0311865 | Time: 5697.1 ms [2022-03-06 13:10:32 main:574] : INFO : Epoch 1939 | loss: 0.0311699 | val_loss: 0.0311838 | Time: 5651.03 ms [2022-03-06 13:10:38 main:574] : INFO : Epoch 1940 | loss: 0.0311698 | val_loss: 0.0311837 | Time: 5484.2 ms [2022-03-06 13:10:43 main:574] : INFO : Epoch 1941 | loss: 0.0311714 | val_loss: 0.0311871 | Time: 5450.98 ms [2022-03-06 13:10:49 main:574] : INFO : Epoch 1942 | loss: 0.0311696 | val_loss: 0.0311877 | Time: 5443.47 ms [2022-03-06 13:10:54 main:574] : INFO : Epoch 1943 | loss: 0.0311691 | val_loss: 0.0311838 | Time: 5442.53 ms [2022-03-06 13:11:00 main:574] : INFO : Epoch 1944 | loss: 0.031167 | val_loss: 0.0311838 | Time: 5461.93 ms [2022-03-06 13:11:05 main:574] : INFO : Epoch 1945 | loss: 0.0311671 | val_loss: 0.0311852 | Time: 5652.47 ms [2022-03-06 13:11:11 main:574] : INFO : Epoch 1946 | loss: 0.0311658 | val_loss: 0.0311859 | Time: 5985.41 ms [2022-03-06 13:11:17 main:574] : INFO : Epoch 1947 | loss: 0.0311653 | val_loss: 0.0311864 | Time: 5684.76 ms [2022-03-06 13:11:23 main:574] : INFO : Epoch 1948 | loss: 0.0311649 | val_loss: 0.0311869 | Time: 5515.61 ms [2022-03-06 13:11:28 main:574] : INFO : Epoch 1949 | loss: 0.0311637 | val_loss: 0.031186 | Time: 5480.5 ms [2022-03-06 13:11:34 main:574] : INFO : Epoch 1950 | loss: 0.0311658 | val_loss: 0.031187 | Time: 5487.45 ms [2022-03-06 13:11:39 main:574] : INFO : Epoch 1951 | loss: 0.0311651 | val_loss: 0.0311865 | Time: 5444.8 ms [2022-03-06 13:11:45 main:574] : INFO : Epoch 1952 | loss: 0.0311652 | val_loss: 0.0311838 | Time: 5506.54 ms [2022-03-06 13:11:50 main:574] : INFO : Epoch 1953 | loss: 0.0311646 | val_loss: 0.0311886 | Time: 5445.64 ms [2022-03-06 13:11:55 main:574] : INFO : Epoch 1954 | loss: 0.0311635 | val_loss: 0.0311878 | Time: 5410.32 ms [2022-03-06 13:12:01 main:574] : INFO : Epoch 1955 | loss: 0.0311635 | val_loss: 0.0311858 | Time: 5386.13 ms [2022-03-06 13:12:07 main:574] : INFO : Epoch 1956 | loss: 0.0311631 | val_loss: 0.0311864 | Time: 5916.29 ms [2022-03-06 13:12:13 main:574] : INFO : Epoch 1957 | loss: 0.0311632 | val_loss: 0.0311872 | Time: 5951.03 ms [2022-03-06 13:12:19 main:574] : INFO : Epoch 1958 | loss: 0.0311736 | val_loss: 0.0311843 | Time: 5970.33 ms [2022-03-06 13:12:24 main:574] : INFO : Epoch 1959 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 5403.78 ms [2022-03-06 13:12:30 main:574] : INFO : Epoch 1960 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 5475.71 ms [2022-03-06 13:12:35 main:574] : INFO : Epoch 1961 | loss: 0.0311671 | val_loss: 0.031182 | Time: 5432.15 ms [2022-03-06 13:12:40 main:574] : INFO : Epoch 1962 | loss: 0.031166 | val_loss: 0.0311898 | Time: 5424.2 ms [2022-03-06 13:12:46 main:574] : INFO : Epoch 1963 | loss: 0.0311659 | val_loss: 0.0311889 | Time: 5437.17 ms [2022-03-06 13:12:51 main:574] : INFO : Epoch 1964 | loss: 0.0311644 | val_loss: 0.0311849 | Time: 5392.39 ms [2022-03-06 13:12:57 main:574] : INFO : Epoch 1965 | loss: 0.031162 | val_loss: 0.0311844 | Time: 5429.38 ms [2022-03-06 13:13:02 main:574] : INFO : Epoch 1966 | loss: 0.0311615 | val_loss: 0.0311857 | Time: 5408.6 ms [2022-03-06 13:13:08 main:574] : INFO : Epoch 1967 | loss: 0.0311608 | val_loss: 0.0311863 | Time: 5799.88 ms [2022-03-06 13:13:13 main:574] : INFO : Epoch 1968 | loss: 0.0311612 | val_loss: 0.0311859 | Time: 5475.21 ms [2022-03-06 13:13:19 main:574] : INFO : Epoch 1969 | loss: 0.0311608 | val_loss: 0.0311851 | Time: 5453.56 ms [2022-03-06 13:13:24 main:574] : INFO : Epoch 1970 | loss: 0.0311597 | val_loss: 0.0311838 | Time: 5462.21 ms [2022-03-06 13:13:30 main:574] : INFO : Epoch 1971 | loss: 0.0311602 | val_loss: 0.0311853 | Time: 5951.98 ms [2022-03-06 13:13:36 main:574] : INFO : Epoch 1972 | loss: 0.0311654 | val_loss: 0.0311849 | Time: 5765.8 ms [2022-03-06 13:13:42 main:574] : INFO : Epoch 1973 | loss: 0.0311727 | val_loss: 0.0311843 | Time: 5840.69 ms [2022-03-06 13:13:48 main:574] : INFO : Epoch 1974 | loss: 0.031171 | val_loss: 0.0311903 | Time: 5853.17 ms [2022-03-06 13:13:54 main:574] : INFO : Epoch 1975 | loss: 0.0311687 | val_loss: 0.0311866 | Time: 5758.43 ms [2022-03-06 13:13:59 main:574] : INFO : Epoch 1976 | loss: 0.0311639 | val_loss: 0.0311851 | Time: 5735.66 ms [2022-03-06 13:14:05 main:574] : INFO : Epoch 1977 | loss: 0.0311631 | val_loss: 0.0311899 | Time: 5400.2 ms [2022-03-06 13:14:10 main:574] : INFO : Epoch 1978 | loss: 0.0311626 | val_loss: 0.0311842 | Time: 5388.39 ms [2022-03-06 13:14:16 main:574] : INFO : Epoch 1979 | loss: 0.0311606 | val_loss: 0.0311851 | Time: 5392.38 ms [2022-03-06 13:14:21 main:574] : INFO : Epoch 1980 | loss: 0.0311603 | val_loss: 0.0311884 | Time: 5370.25 ms [2022-03-06 13:14:26 main:574] : INFO : Epoch 1981 | loss: 0.0311615 | val_loss: 0.031186 | Time: 5482.6 ms [2022-03-06 13:14:32 main:574] : INFO : Epoch 1982 | loss: 0.0311597 | val_loss: 0.0311865 | Time: 5448.43 ms [2022-03-06 13:14:37 main:574] : INFO : Epoch 1983 | loss: 0.0311626 | val_loss: 0.0312 | Time: 5411.36 ms [2022-03-06 13:14:43 main:574] : INFO : Epoch 1984 | loss: 0.0311637 | val_loss: 0.0311897 | Time: 5484.31 ms [2022-03-06 13:14:49 main:574] : INFO : Epoch 1985 | loss: 0.0311615 | val_loss: 0.0311937 | Time: 5963.15 ms [2022-03-06 13:14:54 main:574] : INFO : Epoch 1986 | loss: 0.0311593 | val_loss: 0.0311916 | Time: 5377.33 ms [2022-03-06 13:15:00 main:574] : INFO : Epoch 1987 | loss: 0.0311575 | val_loss: 0.0311892 | Time: 5384.48 ms [2022-03-06 13:15:05 main:574] : INFO : Epoch 1988 | loss: 0.0311562 | val_loss: 0.0311925 | Time: 5403.79 ms [2022-03-06 13:15:10 main:574] : INFO : Epoch 1989 | loss: 0.0311569 | val_loss: 0.0311872 | Time: 5344.08 ms [2022-03-06 13:15:16 main:574] : INFO : Epoch 1990 | loss: 0.0311615 | val_loss: 0.0311921 | Time: 5397 ms [2022-03-06 13:15:21 main:574] : INFO : Epoch 1991 | loss: 0.0311564 | val_loss: 0.0311946 | Time: 5439.88 ms [2022-03-06 13:15:27 main:574] : INFO : Epoch 1992 | loss: 0.0311597 | val_loss: 0.0311865 | Time: 5610 ms [2022-03-06 13:15:33 main:574] : INFO : Epoch 1993 | loss: 0.0311605 | val_loss: 0.031184 | Time: 5795.83 ms [2022-03-06 13:15:38 main:574] : INFO : Epoch 1994 | loss: 0.0311577 | val_loss: 0.0311898 | Time: 5674.33 ms [2022-03-06 13:15:44 main:574] : INFO : Epoch 1995 | loss: 0.0311613 | val_loss: 0.0311857 | Time: 5583.35 ms [2022-03-06 13:15:49 main:574] : INFO : Epoch 1996 | loss: 0.03116 | val_loss: 0.0311861 | Time: 5562.7 ms [2022-03-06 13:15:55 main:574] : INFO : Epoch 1997 | loss: 0.0311585 | val_loss: 0.0311872 | Time: 5437.37 ms [2022-03-06 13:16:00 main:574] : INFO : Epoch 1998 | loss: 0.0311566 | val_loss: 0.0311875 | Time: 5448.54 ms [2022-03-06 13:16:06 main:574] : INFO : Epoch 1999 | loss: 0.0311573 | val_loss: 0.031187 | Time: 5425.02 ms [2022-03-06 13:16:11 main:574] : INFO : Epoch 2000 | loss: 0.0311569 | val_loss: 0.0311894 | Time: 5377.44 ms [2022-03-06 13:16:17 main:574] : INFO : Epoch 2001 | loss: 0.0311731 | val_loss: 0.0311933 | Time: 5431.97 ms [2022-03-06 13:16:22 main:574] : INFO : Epoch 2002 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 5418.15 ms [2022-03-06 13:16:27 main:574] : INFO : Epoch 2003 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 5381.56 ms [2022-03-06 13:16:33 main:574] : INFO : Epoch 2004 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 5376.91 ms [2022-03-06 13:16:38 main:574] : INFO : Epoch 2005 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 5389.42 ms [2022-03-06 13:16:44 main:574] : INFO : Epoch 2006 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 5584.78 ms [2022-03-06 13:16:49 main:574] : INFO : Epoch 2007 | loss: 0.031174 | val_loss: 0.031188 | Time: 5707.58 ms [2022-03-06 13:16:55 main:574] : INFO : Epoch 2008 | loss: 0.0311722 | val_loss: 0.0311854 | Time: 5417.67 ms [2022-03-06 13:17:00 main:574] : INFO : Epoch 2009 | loss: 0.03117 | val_loss: 0.0311808 | Time: 5447.75 ms [2022-03-06 13:17:06 main:574] : INFO : Epoch 2010 | loss: 0.0311667 | val_loss: 0.0311824 | Time: 5343.05 ms [2022-03-06 13:17:11 main:574] : INFO : Epoch 2011 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 5394.6 ms [2022-03-06 13:17:17 main:574] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.0311832 | Time: 5467.24 ms [2022-03-06 13:17:22 main:574] : INFO : Epoch 2013 | loss: 0.0311649 | val_loss: 0.0311819 | Time: 5729.47 ms [2022-03-06 13:17:29 main:574] : INFO : Epoch 2014 | loss: 0.0311654 | val_loss: 0.0311823 | Time: 5969.48 ms [2022-03-06 13:17:34 main:574] : INFO : Epoch 2015 | loss: 0.0311652 | val_loss: 0.031182 | Time: 5460.98 ms [2022-03-06 13:17:40 main:574] : INFO : Epoch 2016 | loss: 0.0311624 | val_loss: 0.0311833 | Time: 5438.04 ms [2022-03-06 13:17:45 main:574] : INFO : Epoch 2017 | loss: 0.0311618 | val_loss: 0.0311836 | Time: 5418.55 ms [2022-03-06 13:17:51 main:574] : INFO : Epoch 2018 | loss: 0.0311615 | val_loss: 0.0311819 | Time: 5445.9 ms [2022-03-06 13:17:56 main:574] : INFO : Epoch 2019 | loss: 0.031161 | val_loss: 0.0311853 | Time: 5458.64 ms [2022-03-06 13:18:01 main:574] : INFO : Epoch 2020 | loss: 0.0311608 | val_loss: 0.0311828 | Time: 5426.99 ms [2022-03-06 13:18:07 main:574] : INFO : Epoch 2021 | loss: 0.0311613 | val_loss: 0.0311818 | Time: 5407.77 ms [2022-03-06 13:18:12 main:574] : INFO : Epoch 2022 | loss: 0.0311618 | val_loss: 0.0311805 | Time: 5419.74 ms [2022-03-06 13:18:18 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311822 | Time: 5421.94 ms [2022-03-06 13:18:23 main:574] : INFO : Epoch 2024 | loss: 0.0311599 | val_loss: 0.0311842 | Time: 5407.73 ms [2022-03-06 13:18:29 main:574] : INFO : Epoch 2025 | loss: 0.0311598 | val_loss: 0.031183 | Time: 5508.45 ms [2022-03-06 13:18:35 main:574] : INFO : Epoch 2026 | loss: 0.0311592 | val_loss: 0.0311845 | Time: 5931.3 ms [2022-03-06 13:18:40 main:574] : INFO : Epoch 2027 | loss: 0.031159 | val_loss: 0.0311818 | Time: 5428.25 ms [2022-03-06 13:18:46 main:574] : INFO : Epoch 2028 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 5462.97 ms [2022-03-06 13:18:51 main:574] : INFO : Epoch 2029 | loss: 0.031161 | val_loss: 0.0311854 | Time: 5356.23 ms [2022-03-06 13:18:56 main:574] : INFO : Epoch 2030 | loss: 0.0311608 | val_loss: 0.031184 | Time: 5368.46 ms [2022-03-06 13:19:02 main:574] : INFO : Epoch 2031 | loss: 0.0311572 | val_loss: 0.0311799 | Time: 5454.19 ms [2022-03-06 13:19:07 main:574] : INFO : Epoch 2032 | loss: 0.0311586 | val_loss: 0.0311805 | Time: 5389.48 ms [2022-03-06 13:19:13 main:574] : INFO : Epoch 2033 | loss: 0.031159 | val_loss: 0.0311867 | Time: 5401.93 ms [2022-03-06 13:19:18 main:574] : INFO : Epoch 2034 | loss: 0.0311592 | val_loss: 0.0311804 | Time: 5390.75 ms [2022-03-06 13:19:23 main:574] : INFO : Epoch 2035 | loss: 0.0311567 | val_loss: 0.0311866 | Time: 5380.25 ms [2022-03-06 13:19:29 main:574] : INFO : Epoch 2036 | loss: 0.0311575 | val_loss: 0.0311832 | Time: 5589.12 ms [2022-03-06 13:19:34 main:574] : INFO : Epoch 2037 | loss: 0.031155 | val_loss: 0.0311846 | Time: 5498.44 ms [2022-03-06 13:19:40 main:574] : INFO : Epoch 2038 | loss: 0.0311543 | val_loss: 0.0311871 | Time: 5521.38 ms [2022-03-06 13:19:46 main:574] : INFO : Epoch 2039 | loss: 0.0311541 | val_loss: 0.031185 | Time: 6389.71 ms [2022-03-06 13:19:52 main:574] : INFO : Epoch 2040 | loss: 0.0311544 | val_loss: 0.0311877 | Time: 5894.02 ms [2022-03-06 13:19:58 main:574] : INFO : Epoch 2041 | loss: 0.031154 | val_loss: 0.0311867 | Time: 5667.12 ms [2022-03-06 13:20:03 main:574] : INFO : Epoch 2042 | loss: 0.0311539 | val_loss: 0.0311808 | Time: 5596.09 ms [2022-03-06 13:20:09 main:574] : INFO : Epoch 2043 | loss: 0.0311525 | val_loss: 0.0311869 | Time: 5736.86 ms [2022-03-06 13:20:15 main:574] : INFO : Epoch 2044 | loss: 0.0311535 | val_loss: 0.0311854 | Time: 5771.02 ms [2022-03-06 13:20:21 main:574] : INFO : Epoch 2045 | loss: 0.0311549 | val_loss: 0.0311847 | Time: 6006.1 ms [2022-03-06 13:20:27 main:574] : INFO : Epoch 2046 | loss: 0.0311527 | val_loss: 0.0311848 | Time: 5655.06 ms [2022-03-06 13:20:32 main:574] : INFO : Epoch 2047 | loss: 0.0311524 | val_loss: 0.0311853 | Time: 5433.15 ms [2022-03-06 13:20:38 main:574] : INFO : Epoch 2048 | loss: 0.0311507 | val_loss: 0.0311831 | Time: 5421.87 ms [2022-03-06 13:20:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311831 [2022-03-06 13:20:38 main:603] : INFO : Saving end state to config to file [2022-03-06 13:20:38 main:608] : INFO : Success, exiting.. 13:20:38 (19740): 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)