Task 10840341
| Name | ParityModified-1639952923-18590-2-0_0 |
| Workunit | 8148612 |
| Created | 17 Jan 2022, 6:35:30 UTC |
| Sent | 3 Feb 2022, 19:01:39 UTC |
| Report deadline | 11 Feb 2022, 19:01:39 UTC |
| Received | 3 Feb 2022, 23:20:10 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 2 hours 57 min 41 sec |
| CPU time | 2 hours 53 min 7 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 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: 0.0311774 | val_loss: 0.0311822 | Time: 5198.05 ms
[2022-02-03 16:35:54 main:574] : INFO : Epoch 1543 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 5176.31 ms
[2022-02-03 16:36:00 main:574] : INFO : Epoch 1544 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 5131.26 ms
[2022-02-03 16:36:05 main:574] : INFO : Epoch 1545 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 5211.92 ms
[2022-02-03 16:36:10 main:574] : INFO : Epoch 1546 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 5129.81 ms
[2022-02-03 16:36:15 main:574] : INFO : Epoch 1547 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 5160.57 ms
[2022-02-03 16:36:20 main:574] : INFO : Epoch 1548 | loss: 0.0311763 | val_loss: 0.031182 | Time: 5139.7 ms
[2022-02-03 16:36:26 main:574] : INFO : Epoch 1549 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 5218.38 ms
[2022-02-03 16:36:31 main:574] : INFO : Epoch 1550 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 5165.58 ms
[2022-02-03 16:36:36 main:574] : INFO : Epoch 1551 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 5138.05 ms
[2022-02-03 16:36:41 main:574] : INFO : Epoch 1552 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 5177.99 ms
[2022-02-03 16:36:46 main:574] : INFO : Epoch 1553 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 5158.73 ms
[2022-02-03 16:36:51 main:574] : INFO : Epoch 1554 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 5098.03 ms
[2022-02-03 16:36:57 main:574] : INFO : Epoch 1555 | loss: 0.0311798 | val_loss: 0.0311895 | Time: 5189.2 ms
[2022-02-03 16:37:02 main:574] : INFO : Epoch 1556 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 5181.34 ms
[2022-02-03 16:37:07 main:574] : INFO : Epoch 1557 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 5166.6 ms
[2022-02-03 16:37:12 main:574] : INFO : Epoch 1558 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 5149.18 ms
[2022-02-03 16:37:17 main:574] : INFO : Epoch 1559 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 5148.71 ms
[2022-02-03 16:37:22 main:574] : INFO : Epoch 1560 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 5104.66 ms
[2022-02-03 16:37:28 main:574] : INFO : Epoch 1561 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 5196.77 ms
[2022-02-03 16:37:33 main:574] : INFO : Epoch 1562 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 5174.6 ms
[2022-02-03 16:37:38 main:574] : INFO : Epoch 1563 | loss: 0.031172 | val_loss: 0.031176 | Time: 5223.12 ms
[2022-02-03 16:37:43 main:574] : INFO : Epoch 1564 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 5182.6 ms
[2022-02-03 16:37:48 main:574] : INFO : Epoch 1565 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 5208.46 ms
[2022-02-03 16:37:54 main:574] : INFO : Epoch 1566 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 5230.89 ms
[2022-02-03 16:37:59 main:574] : INFO : Epoch 1567 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 5250.61 ms
[2022-02-03 16:38:04 main:574] : INFO : Epoch 1568 | loss: 0.031172 | val_loss: 0.0311791 | Time: 5129.66 ms
[2022-02-03 16:38:09 main:574] : INFO : Epoch 1569 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 5134.94 ms
[2022-02-03 16:38:14 main:574] : INFO : Epoch 1570 | loss: 0.0311733 | val_loss: 0.03118 | Time: 5222.36 ms
[2022-02-03 16:38:20 main:574] : INFO : Epoch 1571 | loss: 0.0311724 | val_loss: 0.0311813 | Time: 5218.47 ms
[2022-02-03 16:38:25 main:574] : INFO : Epoch 1572 | loss: 0.031173 | val_loss: 0.0311818 | Time: 5139.38 ms
[2022-02-03 16:38:30 main:574] : INFO : Epoch 1573 | loss: 0.031173 | val_loss: 0.0311789 | Time: 5187.66 ms
[2022-02-03 16:38:35 main:574] : INFO : Epoch 1574 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 5220.73 ms
[2022-02-03 16:38:40 main:574] : INFO : Epoch 1575 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 5190.27 ms
[2022-02-03 16:38:46 main:574] : INFO : Epoch 1576 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 5195.16 ms
[2022-02-03 16:38:51 main:574] : INFO : Epoch 1577 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 5228.46 ms
[2022-02-03 16:38:56 main:574] : INFO : Epoch 1578 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 5225.86 ms
[2022-02-03 16:39:01 main:574] : INFO : Epoch 1579 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 5155.46 ms
[2022-02-03 16:39:06 main:574] : INFO : Epoch 1580 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 5137.1 ms
[2022-02-03 16:39:12 main:574] : INFO : Epoch 1581 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 5157.44 ms
[2022-02-03 16:39:17 main:574] : INFO : Epoch 1582 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 5198.91 ms
[2022-02-03 16:39:22 main:574] : INFO : Epoch 1583 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 5178.93 ms
[2022-02-03 16:39:27 main:574] : INFO : Epoch 1584 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 5166.43 ms
[2022-02-03 16:39:32 main:574] : INFO : Epoch 1585 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 5143.88 ms
[2022-02-03 16:39:38 main:574] : INFO : Epoch 1586 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 5178.76 ms
[2022-02-03 16:39:43 main:574] : INFO : Epoch 1587 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 5237.2 ms
[2022-02-03 16:39:48 main:574] : INFO : Epoch 1588 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 5126.06 ms
[2022-02-03 16:39:53 main:574] : INFO : Epoch 1589 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 5157.81 ms
[2022-02-03 16:39:58 main:574] : INFO : Epoch 1590 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 5165.01 ms
[2022-02-03 16:40:03 main:574] : INFO : Epoch 1591 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 5173.54 ms
[2022-02-03 16:40:09 main:574] : INFO : Epoch 1592 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 5182.15 ms
[2022-02-03 16:40:14 main:574] : INFO : Epoch 1593 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 5143.59 ms
[2022-02-03 16:40:19 main:574] : INFO : Epoch 1594 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 5205.07 ms
[2022-02-03 16:40:24 main:574] : INFO : Epoch 1595 | loss: 0.031172 | val_loss: 0.0311789 | Time: 5171.76 ms
[2022-02-03 16:40:29 main:574] : INFO : Epoch 1596 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 5157.61 ms
[2022-02-03 16:40:35 main:574] : INFO : Epoch 1597 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 5195.16 ms
[2022-02-03 16:40:40 main:574] : INFO : Epoch 1598 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 5140.81 ms
[2022-02-03 16:40:45 main:574] : INFO : Epoch 1599 | loss: 0.031171 | val_loss: 0.0311793 | Time: 5117.46 ms
[2022-02-03 16:40:50 main:574] : INFO : Epoch 1600 | loss: 0.0311731 | val_loss: 0.0311824 | Time: 5193.6 ms
[2022-02-03 16:40:55 main:574] : INFO : Epoch 1601 | loss: 0.0311739 | val_loss: 0.0311838 | Time: 5139.73 ms
[2022-02-03 16:41:00 main:574] : INFO : Epoch 1602 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 5188.88 ms
[2022-02-03 16:41:06 main:574] : INFO : Epoch 1603 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 5155.84 ms
[2022-02-03 16:41:11 main:574] : INFO : Epoch 1604 | loss: 0.0311741 | val_loss: 0.0311793 | Time: 5178.69 ms
[2022-02-03 16:41:16 main:574] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 5178.32 ms
[2022-02-03 16:41:21 main:574] : INFO : Epoch 1606 | loss: 0.0311726 | val_loss: 0.0311783 | Time: 5229.9 ms
[2022-02-03 16:41:26 main:574] : INFO : Epoch 1607 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 5182.17 ms
[2022-02-03 16:41:32 main:574] : INFO : Epoch 1608 | loss: 0.0311743 | val_loss: 0.031178 | Time: 5179.54 ms
[2022-02-03 16:41:37 main:574] : INFO : Epoch 1609 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 5222.47 ms
[2022-02-03 16:41:42 main:574] : INFO : Epoch 1610 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 5247.59 ms
[2022-02-03 16:41:47 main:574] : INFO : Epoch 1611 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 5231.89 ms
[2022-02-03 16:41:53 main:574] : INFO : Epoch 1612 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 5190.41 ms
[2022-02-03 16:41:58 main:574] : INFO : Epoch 1613 | loss: 0.031172 | val_loss: 0.0311775 | Time: 5167.53 ms
[2022-02-03 16:42:03 main:574] : INFO : Epoch 1614 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 5206.6 ms
[2022-02-03 16:42:08 main:574] : INFO : Epoch 1615 | loss: 0.031173 | val_loss: 0.0311774 | Time: 5131.15 ms
[2022-02-03 16:42:13 main:574] : INFO : Epoch 1616 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 5120.81 ms
[2022-02-03 16:42:18 main:574] : INFO : Epoch 1617 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 5174.82 ms
[2022-02-03 16:42:24 main:574] : INFO : Epoch 1618 | loss: 0.0311777 | val_loss: 0.031177 | Time: 5115.4 ms
[2022-02-03 16:42:29 main:574] : INFO : Epoch 1619 | loss: 0.031175 | val_loss: 0.031177 | Time: 5216.67 ms
[2022-02-03 16:42:34 main:574] : INFO : Epoch 1620 | loss: 0.0311753 | val_loss: 0.031178 | Time: 5182.1 ms
[2022-02-03 16:42:39 main:574] : INFO : Epoch 1621 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 5156.26 ms
[2022-02-03 16:42:44 main:574] : INFO : Epoch 1622 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 5158.37 ms
[2022-02-03 16:42:50 main:574] : INFO : Epoch 1623 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 5180.85 ms
[2022-02-03 16:42:55 main:574] : INFO : Epoch 1624 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 5160.31 ms
[2022-02-03 16:43:00 main:574] : INFO : Epoch 1625 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 5153.69 ms
[2022-02-03 16:43:05 main:574] : INFO : Epoch 1626 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 5095.67 ms
[2022-02-03 16:43:10 main:574] : INFO : Epoch 1627 | loss: 0.0311748 | val_loss: 0.0311762 | Time: 5153.55 ms
[2022-02-03 16:43:15 main:574] : INFO : Epoch 1628 | loss: 0.031175 | val_loss: 0.0311776 | Time: 5142.33 ms
[2022-02-03 16:43:20 main:574] : INFO : Epoch 1629 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 5097.91 ms
[2022-02-03 16:43:26 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 5154.48 ms
[2022-02-03 16:43:31 main:574] : INFO : Epoch 1631 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 5235.52 ms
[2022-02-03 16:43:36 main:574] : INFO : Epoch 1632 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 5135.59 ms
[2022-02-03 16:43:41 main:574] : INFO : Epoch 1633 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 5145.81 ms
[2022-02-03 16:43:46 main:574] : INFO : Epoch 1634 | loss: 0.031171 | val_loss: 0.0311739 | Time: 5161.07 ms
[2022-02-03 16:43:52 main:574] : INFO : Epoch 1635 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 5117.23 ms
[2022-02-03 16:43:57 main:574] : INFO : Epoch 1636 | loss: 0.031171 | val_loss: 0.0311736 | Time: 5116.39 ms
[2022-02-03 16:44:02 main:574] : INFO : Epoch 1637 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 5199.5 ms
[2022-02-03 16:44:07 main:574] : INFO : Epoch 1638 | loss: 0.0311717 | val_loss: 0.031174 | Time: 5181.3 ms
[2022-02-03 16:44:12 main:574] : INFO : Epoch 1639 | loss: 0.0311722 | val_loss: 0.031176 | Time: 5140.86 ms
[2022-02-03 16:44:17 main:574] : INFO : Epoch 1640 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 5150.36 ms
[2022-02-03 16:44:23 main:574] : INFO : Epoch 1641 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 5164.13 ms
[2022-02-03 16:44:28 main:574] : INFO : Epoch 1642 | loss: 0.0311735 | val_loss: 0.0311778 | Time: 5190.05 ms
[2022-02-03 16:44:33 main:574] : INFO : Epoch 1643 | loss: 0.0311739 | val_loss: 0.031178 | Time: 5173.68 ms
[2022-02-03 16:44:38 main:574] : INFO : Epoch 1644 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 5136.48 ms
[2022-02-03 16:44:43 main:574] : INFO : Epoch 1645 | loss: 0.0311729 | val_loss: 0.0311749 | Time: 5171.42 ms
[2022-02-03 16:44:48 main:574] : INFO : Epoch 1646 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 5188.22 ms
[2022-02-03 16:44:54 main:574] : INFO : Epoch 1647 | loss: 0.0311886 | val_loss: 0.0311863 | Time: 5129.32 ms
[2022-02-03 16:44:59 main:574] : INFO : Epoch 1648 | loss: 0.0311931 | val_loss: 0.0312062 | Time: 5161.63 ms
[2022-02-03 16:45:04 main:574] : INFO : Epoch 1649 | loss: 0.0312055 | val_loss: 0.0312056 | Time: 5153.36 ms
[2022-02-03 16:45:09 main:574] : INFO : Epoch 1650 | loss: 0.0312175 | val_loss: 0.0312196 | Time: 5259.24 ms
[2022-02-03 16:45:14 main:574] : INFO : Epoch 1651 | loss: 0.0312258 | val_loss: 0.0312223 | Time: 5161.4 ms
[2022-02-03 16:45:20 main:574] : INFO : Epoch 1652 | loss: 0.0312277 | val_loss: 0.031229 | Time: 5170.4 ms
[2022-02-03 16:45:25 main:574] : INFO : Epoch 1653 | loss: 0.0312328 | val_loss: 0.031231 | Time: 5180.75 ms
[2022-02-03 16:45:30 main:574] : INFO : Epoch 1654 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 5207.41 ms
[2022-02-03 16:45:35 main:574] : INFO : Epoch 1655 | loss: 0.0312407 | val_loss: 0.0312397 | Time: 5173.01 ms
[2022-02-03 16:45:40 main:574] : INFO : Epoch 1656 | loss: 0.031234 | val_loss: 0.0312292 | Time: 5157.48 ms
[2022-02-03 16:45:46 main:574] : INFO : Epoch 1657 | loss: 0.0312264 | val_loss: 0.0312232 | Time: 5163.12 ms
[2022-02-03 16:45:51 main:574] : INFO : Epoch 1658 | loss: 0.0312234 | val_loss: 0.0312213 | Time: 5187.8 ms
[2022-02-03 16:45:56 main:574] : INFO : Epoch 1659 | loss: 0.0312207 | val_loss: 0.0312249 | Time: 5150.2 ms
[2022-02-03 16:46:01 main:574] : INFO : Epoch 1660 | loss: 0.0312245 | val_loss: 0.0312295 | Time: 5172.97 ms
[2022-02-03 16:46:06 main:574] : INFO : Epoch 1661 | loss: 0.0312574 | val_loss: 0.0318096 | Time: 5157.45 ms
[2022-02-03 16:46:11 main:574] : INFO : Epoch 1662 | loss: 0.0315246 | val_loss: 0.0312827 | Time: 5160.34 ms
[2022-02-03 16:46:17 main:574] : INFO : Epoch 1663 | loss: 0.0312767 | val_loss: 0.0312627 | Time: 5161.47 ms
[2022-02-03 16:46:22 main:574] : INFO : Epoch 1664 | loss: 0.0312533 | val_loss: 0.0312474 | Time: 5155.3 ms
[2022-02-03 16:46:27 main:574] : INFO : Epoch 1665 | loss: 0.031247 | val_loss: 0.0312438 | Time: 5218.15 ms
[2022-02-03 16:46:32 main:574] : INFO : Epoch 1666 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 5124.77 ms
[2022-02-03 16:46:37 main:574] : INFO : Epoch 1667 | loss: 0.0312426 | val_loss: 0.0312396 | Time: 5192.27 ms
[2022-02-03 16:46:43 main:574] : INFO : Epoch 1668 | loss: 0.0312378 | val_loss: 0.0312356 | Time: 5192.92 ms
[2022-02-03 16:46:48 main:574] : INFO : Epoch 1669 | loss: 0.0312333 | val_loss: 0.0312292 | Time: 5162.58 ms
[2022-02-03 16:46:53 main:574] : INFO : Epoch 1670 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 5144.99 ms
[2022-02-03 16:46:58 main:574] : INFO : Epoch 1671 | loss: 0.0312364 | val_loss: 0.0312272 | Time: 5124.18 ms
[2022-02-03 16:47:03 main:574] : INFO : Epoch 1672 | loss: 0.0312346 | val_loss: 0.0312291 | Time: 5207.8 ms
[2022-02-03 16:47:08 main:574] : INFO : Epoch 1673 | loss: 0.0312305 | val_loss: 0.0312342 | Time: 5161.63 ms
[2022-02-03 16:47:14 main:574] : INFO : Epoch 1674 | loss: 0.0312276 | val_loss: 0.0312274 | Time: 5201.05 ms
[2022-02-03 16:47:19 main:574] : INFO : Epoch 1675 | loss: 0.0312267 | val_loss: 0.0312242 | Time: 5177.44 ms
[2022-02-03 16:47:24 main:574] : INFO : Epoch 1676 | loss: 0.0312251 | val_loss: 0.031224 | Time: 5166.1 ms
[2022-02-03 16:47:29 main:574] : INFO : Epoch 1677 | loss: 0.0312248 | val_loss: 0.0312241 | Time: 5164.61 ms
[2022-02-03 16:47:34 main:574] : INFO : Epoch 1678 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 5129.44 ms
[2022-02-03 16:47:40 main:574] : INFO : Epoch 1679 | loss: 0.0312242 | val_loss: 0.0312263 | Time: 5134.22 ms
[2022-02-03 16:47:45 main:574] : INFO : Epoch 1680 | loss: 0.0312259 | val_loss: 0.0312253 | Time: 5120.34 ms
[2022-02-03 16:47:50 main:574] : INFO : Epoch 1681 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 5150.49 ms
[2022-02-03 16:47:55 main:574] : INFO : Epoch 1682 | loss: 0.031225 | val_loss: 0.031223 | Time: 5198.02 ms
[2022-02-03 16:48:00 main:574] : INFO : Epoch 1683 | loss: 0.0312239 | val_loss: 0.031223 | Time: 5274.85 ms
[2022-02-03 16:48:05 main:574] : INFO : Epoch 1684 | loss: 0.0312232 | val_loss: 0.0312226 | Time: 5174.74 ms
[2022-02-03 16:48:11 main:574] : INFO : Epoch 1685 | loss: 0.0312233 | val_loss: 0.0312249 | Time: 5150.55 ms
[2022-02-03 16:48:16 main:574] : INFO : Epoch 1686 | loss: 0.0312234 | val_loss: 0.031222 | Time: 5169.8 ms
[2022-02-03 16:48:21 main:574] : INFO : Epoch 1687 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 5126.57 ms
[2022-02-03 16:48:26 main:574] : INFO : Epoch 1688 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 5170.59 ms
[2022-02-03 16:48:31 main:574] : INFO : Epoch 1689 | loss: 0.0312217 | val_loss: 0.031222 | Time: 5129.98 ms
[2022-02-03 16:48:36 main:574] : INFO : Epoch 1690 | loss: 0.0312218 | val_loss: 0.0312212 | Time: 5188.77 ms
[2022-02-03 16:48:42 main:574] : INFO : Epoch 1691 | loss: 0.0312225 | val_loss: 0.031222 | Time: 5200.94 ms
[2022-02-03 16:48:47 main:574] : INFO : Epoch 1692 | loss: 0.0312218 | val_loss: 0.0312218 | Time: 5155.93 ms
[2022-02-03 16:48:52 main:574] : INFO : Epoch 1693 | loss: 0.0312215 | val_loss: 0.0312207 | Time: 5186.44 ms
[2022-02-03 16:48:57 main:574] : INFO : Epoch 1694 | loss: 0.0312211 | val_loss: 0.0312205 | Time: 5170.03 ms
[2022-02-03 16:49:02 main:574] : INFO : Epoch 1695 | loss: 0.0312246 | val_loss: 0.0312217 | Time: 5153.87 ms
[2022-02-03 16:49:08 main:574] : INFO : Epoch 1696 | loss: 0.0312235 | val_loss: 0.0312205 | Time: 5129.08 ms
[2022-02-03 16:49:13 main:574] : INFO : Epoch 1697 | loss: 0.0312219 | val_loss: 0.0312248 | Time: 5168.3 ms
[2022-02-03 16:49:18 main:574] : INFO : Epoch 1698 | loss: 0.0312229 | val_loss: 0.0312201 | Time: 5126.24 ms
[2022-02-03 16:49:23 main:574] : INFO : Epoch 1699 | loss: 0.0312209 | val_loss: 0.0312208 | Time: 5158.22 ms
[2022-02-03 16:49:28 main:574] : INFO : Epoch 1700 | loss: 0.0312212 | val_loss: 0.0312209 | Time: 5204.55 ms
[2022-02-03 16:49:33 main:574] : INFO : Epoch 1701 | loss: 0.0312213 | val_loss: 0.0312203 | Time: 5094.46 ms
[2022-02-03 16:49:39 main:574] : INFO : Epoch 1702 | loss: 0.0312201 | val_loss: 0.0312214 | Time: 5143.69 ms
[2022-02-03 16:49:44 main:574] : INFO : Epoch 1703 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 5180.24 ms
[2022-02-03 16:49:49 main:574] : INFO : Epoch 1704 | loss: 0.0312192 | val_loss: 0.0312188 | Time: 5249.59 ms
[2022-02-03 16:49:54 main:574] : INFO : Epoch 1705 | loss: 0.0312202 | val_loss: 0.0312186 | Time: 5214.31 ms
[2022-02-03 16:49:59 main:574] : INFO : Epoch 1706 | loss: 0.0312205 | val_loss: 0.0312186 | Time: 5155.34 ms
[2022-02-03 16:50:05 main:574] : INFO : Epoch 1707 | loss: 0.0312189 | val_loss: 0.0312182 | Time: 5178.65 ms
[2022-02-03 16:50:10 main:574] : INFO : Epoch 1708 | loss: 0.0312188 | val_loss: 0.0312189 | Time: 5211.5 ms
[2022-02-03 16:50:15 main:574] : INFO : Epoch 1709 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 5165.3 ms
[2022-02-03 16:50:20 main:574] : INFO : Epoch 1710 | loss: 0.0312178 | val_loss: 0.031218 | Time: 5180.73 ms
[2022-02-03 16:50:25 main:574] : INFO : Epoch 1711 | loss: 0.0312183 | val_loss: 0.0312189 | Time: 5144.2 ms
[2022-02-03 16:50:31 main:574] : INFO : Epoch 1712 | loss: 0.0312189 | val_loss: 0.0312183 | Time: 5134.84 ms
[2022-02-03 16:50:36 main:574] : INFO : Epoch 1713 | loss: 0.0312181 | val_loss: 0.0312183 | Time: 5196.78 ms
[2022-02-03 16:50:41 main:574] : INFO : Epoch 1714 | loss: 0.031218 | val_loss: 0.0312183 | Time: 5174.39 ms
[2022-02-03 16:50:46 main:574] : INFO : Epoch 1715 | loss: 0.0312189 | val_loss: 0.0312225 | Time: 5180.12 ms
[2022-02-03 16:50:51 main:574] : INFO : Epoch 1716 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 5176.2 ms
[2022-02-03 16:50:57 main:574] : INFO : Epoch 1717 | loss: 0.0312205 | val_loss: 0.0312196 | Time: 5173.65 ms
[2022-02-03 16:51:02 main:574] : INFO : Epoch 1718 | loss: 0.0312183 | val_loss: 0.0312179 | Time: 5162.27 ms
[2022-02-03 16:51:07 main:574] : INFO : Epoch 1719 | loss: 0.0312183 | val_loss: 0.0312179 | Time: 5217.89 ms
[2022-02-03 16:51:12 main:574] : INFO : Epoch 1720 | loss: 0.0312179 | val_loss: 0.0312199 | Time: 5171.26 ms
[2022-02-03 16:51:17 main:574] : INFO : Epoch 1721 | loss: 0.0312194 | val_loss: 0.0312175 | Time: 5160.15 ms
[2022-02-03 16:51:22 main:574] : INFO : Epoch 1722 | loss: 0.0312193 | val_loss: 0.0312172 | Time: 5143.38 ms
[2022-02-03 16:51:28 main:574] : INFO : Epoch 1723 | loss: 0.0312185 | val_loss: 0.0312181 | Time: 5168.52 ms
[2022-02-03 16:51:33 main:574] : INFO : Epoch 1724 | loss: 0.0312211 | val_loss: 0.0312247 | Time: 5165.89 ms
[2022-02-03 16:51:38 main:574] : INFO : Epoch 1725 | loss: 0.031219 | val_loss: 0.0312188 | Time: 5154.04 ms
[2022-02-03 16:51:43 main:574] : INFO : Epoch 1726 | loss: 0.0312191 | val_loss: 0.0312178 | Time: 5176.92 ms
[2022-02-03 16:51:48 main:574] : INFO : Epoch 1727 | loss: 0.0312177 | val_loss: 0.031217 | Time: 5243.38 ms
[2022-02-03 16:51:54 main:574] : INFO : Epoch 1728 | loss: 0.0312187 | val_loss: 0.0312176 | Time: 5152.14 ms
[2022-02-03 16:51:59 main:574] : INFO : Epoch 1729 | loss: 0.0312188 | val_loss: 0.0312213 | Time: 5216.76 ms
[2022-02-03 16:52:04 main:574] : INFO : Epoch 1730 | loss: 0.0312187 | val_loss: 0.0312202 | Time: 5097.09 ms
[2022-02-03 16:52:09 main:574] : INFO : Epoch 1731 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 5137.07 ms
[2022-02-03 16:52:14 main:574] : INFO : Epoch 1732 | loss: 0.0312184 | val_loss: 0.0312235 | Time: 5158.97 ms
[2022-02-03 16:52:19 main:574] : INFO : Epoch 1733 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 5162.42 ms
[2022-02-03 16:52:25 main:574] : INFO : Epoch 1734 | loss: 0.0312186 | val_loss: 0.0312166 | Time: 5111.65 ms
[2022-02-03 16:52:30 main:574] : INFO : Epoch 1735 | loss: 0.0312176 | val_loss: 0.0312177 | Time: 5175.58 ms
[2022-02-03 16:52:35 main:574] : INFO : Epoch 1736 | loss: 0.0312201 | val_loss: 0.0312169 | Time: 5159.78 ms
[2022-02-03 16:52:40 main:574] : INFO : Epoch 1737 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 5127.94 ms
[2022-02-03 16:52:45 main:574] : INFO : Epoch 1738 | loss: 0.031218 | val_loss: 0.0312176 | Time: 5217.91 ms
[2022-02-03 16:52:50 main:574] : INFO : Epoch 1739 | loss: 0.0312169 | val_loss: 0.0312162 | Time: 5166 ms
[2022-02-03 16:52:56 main:574] : INFO : Epoch 1740 | loss: 0.0312165 | val_loss: 0.0312161 | Time: 5100.84 ms
[2022-02-03 16:53:01 main:574] : INFO : Epoch 1741 | loss: 0.0312163 | val_loss: 0.0312177 | Time: 5160.67 ms
[2022-02-03 16:53:06 main:574] : INFO : Epoch 1742 | loss: 0.0312171 | val_loss: 0.0312165 | Time: 5193.76 ms
[2022-02-03 16:53:11 main:574] : INFO : Epoch 1743 | loss: 0.0312172 | val_loss: 0.0312157 | Time: 5237.24 ms
[2022-02-03 16:53:16 main:574] : INFO : Epoch 1744 | loss: 0.0312164 | val_loss: 0.0312163 | Time: 5148.56 ms
[2022-02-03 16:53:22 main:574] : INFO : Epoch 1745 | loss: 0.0312161 | val_loss: 0.031216 | Time: 5183.37 ms
[2022-02-03 16:53:27 main:574] : INFO : Epoch 1746 | loss: 0.0312161 | val_loss: 0.0312172 | Time: 5177.63 ms
[2022-02-03 16:53:32 main:574] : INFO : Epoch 1747 | loss: 0.0312174 | val_loss: 0.031218 | Time: 5158.92 ms
[2022-02-03 16:53:37 main:574] : INFO : Epoch 1748 | loss: 0.0312195 | val_loss: 0.031216 | Time: 5141.5 ms
[2022-02-03 16:53:42 main:574] : INFO : Epoch 1749 | loss: 0.0312164 | val_loss: 0.0312158 | Time: 5090.86 ms
[2022-02-03 16:53:47 main:574] : INFO : Epoch 1750 | loss: 0.0312161 | val_loss: 0.0312163 | Time: 5138.8 ms
[2022-02-03 16:53:53 main:574] : INFO : Epoch 1751 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 5125.84 ms
[2022-02-03 16:53:58 main:574] : INFO : Epoch 1752 | loss: 0.0312162 | val_loss: 0.0312162 | Time: 5107 ms
[2022-02-03 16:54:03 main:574] : INFO : Epoch 1753 | loss: 0.0312167 | val_loss: 0.0312156 | Time: 5176.04 ms
[2022-02-03 16:54:08 main:574] : INFO : Epoch 1754 | loss: 0.031217 | val_loss: 0.0312193 | Time: 5123.04 ms
[2022-02-03 16:54:13 main:574] : INFO : Epoch 1755 | loss: 0.0312172 | val_loss: 0.0312158 | Time: 5140.67 ms
[2022-02-03 16:54:18 main:574] : INFO : Epoch 1756 | loss: 0.0312163 | val_loss: 0.0312177 | Time: 5147.47 ms
[2022-02-03 16:54:23 main:574] : INFO : Epoch 1757 | loss: 0.0312171 | val_loss: 0.0312158 | Time: 5175.29 ms
[2022-02-03 16:54:29 main:574] : INFO : Epoch 1758 | loss: 0.0312158 | val_loss: 0.0312168 | Time: 5187.6 ms
[2022-02-03 16:54:34 main:574] : INFO : Epoch 1759 | loss: 0.0312199 | val_loss: 0.0312164 | Time: 5175.37 ms
[2022-02-03 16:54:39 main:574] : INFO : Epoch 1760 | loss: 0.0312196 | val_loss: 0.0312186 | Time: 5134.56 ms
[2022-02-03 16:54:44 main:574] : INFO : Epoch 1761 | loss: 0.0312173 | val_loss: 0.0312178 | Time: 5153.94 ms
[2022-02-03 16:54:49 main:574] : INFO : Epoch 1762 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 5163.1 ms
[2022-02-03 16:54:54 main:574] : INFO : Epoch 1763 | loss: 0.0312169 | val_loss: 0.031221 | Time: 5085.21 ms
[2022-02-03 16:55:00 main:574] : INFO : Epoch 1764 | loss: 0.0312172 | val_loss: 0.0312156 | Time: 5158.01 ms
[2022-02-03 16:55:05 main:574] : INFO : Epoch 1765 | loss: 0.0312163 | val_loss: 0.0312158 | Time: 5247.28 ms
[2022-02-03 16:55:10 main:574] : INFO : Epoch 1766 | loss: 0.0312163 | val_loss: 0.0312155 | Time: 5180.39 ms
[2022-02-03 16:55:15 main:574] : INFO : Epoch 1767 | loss: 0.0312156 | val_loss: 0.0312157 | Time: 5190.8 ms
[2022-02-03 16:55:20 main:574] : INFO : Epoch 1768 | loss: 0.031216 | val_loss: 0.0312176 | Time: 5168.58 ms
[2022-02-03 16:55:26 main:574] : INFO : Epoch 1769 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 5124.47 ms
[2022-02-03 16:55:31 main:574] : INFO : Epoch 1770 | loss: 0.0312164 | val_loss: 0.031217 | Time: 5194.34 ms
[2022-02-03 16:55:36 main:574] : INFO : Epoch 1771 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 5113.89 ms
[2022-02-03 16:55:41 main:574] : INFO : Epoch 1772 | loss: 0.0312158 | val_loss: 0.0312179 | Time: 5207.86 ms
[2022-02-03 16:55:46 main:574] : INFO : Epoch 1773 | loss: 0.0312156 | val_loss: 0.0312153 | Time: 5136.82 ms
[2022-02-03 16:55:51 main:574] : INFO : Epoch 1774 | loss: 0.0312155 | val_loss: 0.0312158 | Time: 5159.45 ms
[2022-02-03 16:55:57 main:574] : INFO : Epoch 1775 | loss: 0.0312164 | val_loss: 0.0312154 | Time: 5160.89 ms
[2022-02-03 16:56:02 main:574] : INFO : Epoch 1776 | loss: 0.0312163 | val_loss: 0.0312155 | Time: 5141.91 ms
[2022-02-03 16:56:07 main:574] : INFO : Epoch 1777 | loss: 0.0312159 | val_loss: 0.0312204 | Time: 5162.55 ms
[2022-02-03 16:56:12 main:574] : INFO : Epoch 1778 | loss: 0.0312171 | val_loss: 0.0312153 | Time: 5089.62 ms
[2022-02-03 16:56:17 main:574] : INFO : Epoch 1779 | loss: 0.0312152 | val_loss: 0.0312156 | Time: 5197.09 ms
[2022-02-03 16:56:23 main:574] : INFO : Epoch 1780 | loss: 0.0312181 | val_loss: 0.0312186 | Time: 5223.77 ms
[2022-02-03 16:56:28 main:574] : INFO : Epoch 1781 | loss: 0.0312173 | val_loss: 0.0312165 | Time: 5232.72 ms
[2022-02-03 16:56:33 main:574] : INFO : Epoch 1782 | loss: 0.031216 | val_loss: 0.0312155 | Time: 5179.61 ms
[2022-02-03 16:56:38 main:574] : INFO : Epoch 1783 | loss: 0.0312157 | val_loss: 0.031217 | Time: 5138.72 ms
[2022-02-03 16:56:43 main:574] : INFO : Epoch 1784 | loss: 0.0312152 | val_loss: 0.031215 | Time: 5177.73 ms
[2022-02-03 16:56:48 main:574] : INFO : Epoch 1785 | loss: 0.0312151 | val_loss: 0.0312154 | Time: 5199.7 ms
[2022-02-03 16:56:54 main:574] : INFO : Epoch 1786 | loss: 0.0312156 | val_loss: 0.0312156 | Time: 5170.32 ms
[2022-02-03 16:56:59 main:574] : INFO : Epoch 1787 | loss: 0.0312152 | val_loss: 0.0312161 | Time: 5193.19 ms
[2022-02-03 16:57:04 main:574] : INFO : Epoch 1788 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 5196.87 ms
[2022-02-03 16:57:09 main:574] : INFO : Epoch 1789 | loss: 0.0312152 | val_loss: 0.0312154 | Time: 5228.8 ms
[2022-02-03 16:57:14 main:574] : INFO : Epoch 1790 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 5221.8 ms
[2022-02-03 16:57:20 main:574] : INFO : Epoch 1791 | loss: 0.0312168 | val_loss: 0.0312167 | Time: 5175.47 ms
[2022-02-03 16:57:25 main:574] : INFO : Epoch 1792 | loss: 0.0312183 | val_loss: 0.0312161 | Time: 5197.81 ms
[2022-02-03 16:57:30 main:574] : INFO : Epoch 1793 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 5198.91 ms
[2022-02-03 16:57:35 main:574] : INFO : Epoch 1794 | loss: 0.0312184 | val_loss: 0.0312159 | Time: 5207.96 ms
[2022-02-03 16:57:41 main:574] : INFO : Epoch 1795 | loss: 0.0312156 | val_loss: 0.0312161 | Time: 5226.41 ms
[2022-02-03 16:57:46 main:574] : INFO : Epoch 1796 | loss: 0.0312157 | val_loss: 0.0312172 | Time: 5178.63 ms
[2022-02-03 16:57:51 main:574] : INFO : Epoch 1797 | loss: 0.0312161 | val_loss: 0.0312168 | Time: 5229.04 ms
[2022-02-03 16:57:56 main:574] : INFO : Epoch 1798 | loss: 0.0312157 | val_loss: 0.0312152 | Time: 5147.21 ms
[2022-02-03 16:58:01 main:574] : INFO : Epoch 1799 | loss: 0.0312145 | val_loss: 0.0312155 | Time: 5147.08 ms
[2022-02-03 16:58:06 main:574] : INFO : Epoch 1800 | loss: 0.0312164 | val_loss: 0.0312151 | Time: 5144.84 ms
[2022-02-03 16:58:12 main:574] : INFO : Epoch 1801 | loss: 0.0312171 | val_loss: 0.0312197 | Time: 5145.07 ms
[2022-02-03 16:58:17 main:574] : INFO : Epoch 1802 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 5249.89 ms
[2022-02-03 16:58:22 main:574] : INFO : Epoch 1803 | loss: 0.0312166 | val_loss: 0.031217 | Time: 5198.27 ms
[2022-02-03 16:58:27 main:574] : INFO : Epoch 1804 | loss: 0.0312159 | val_loss: 0.031215 | Time: 5130.43 ms
[2022-02-03 16:58:32 main:574] : INFO : Epoch 1805 | loss: 0.0312149 | val_loss: 0.031215 | Time: 5209.8 ms
[2022-02-03 16:58:38 main:574] : INFO : Epoch 1806 | loss: 0.0312153 | val_loss: 0.0312149 | Time: 5226.54 ms
[2022-02-03 16:58:43 main:574] : INFO : Epoch 1807 | loss: 0.031215 | val_loss: 0.0312152 | Time: 5128.84 ms
[2022-02-03 16:58:48 main:574] : INFO : Epoch 1808 | loss: 0.031215 | val_loss: 0.0312167 | Time: 5174.81 ms
[2022-02-03 16:58:53 main:574] : INFO : Epoch 1809 | loss: 0.031217 | val_loss: 0.0312151 | Time: 5211.72 ms
[2022-02-03 16:58:58 main:574] : INFO : Epoch 1810 | loss: 0.0312155 | val_loss: 0.0312174 | Time: 5219.76 ms
[2022-02-03 16:59:03 main:574] : INFO : Epoch 1811 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 5157.89 ms
[2022-02-03 16:59:09 main:574] : INFO : Epoch 1812 | loss: 0.031215 | val_loss: 0.0312148 | Time: 5183.97 ms
[2022-02-03 16:59:14 main:574] : INFO : Epoch 1813 | loss: 0.0312152 | val_loss: 0.0312187 | Time: 5201.35 ms
[2022-02-03 16:59:19 main:574] : INFO : Epoch 1814 | loss: 0.031215 | val_loss: 0.031215 | Time: 5266.99 ms
[2022-02-03 16:59:24 main:574] : INFO : Epoch 1815 | loss: 0.0312154 | val_loss: 0.0312146 | Time: 5208.2 ms
[2022-02-03 16:59:30 main:574] : INFO : Epoch 1816 | loss: 0.0312145 | val_loss: 0.0312162 | Time: 5181.55 ms
[2022-02-03 16:59:35 main:574] : INFO : Epoch 1817 | loss: 0.0312155 | val_loss: 0.0312213 | Time: 5177.17 ms
[2022-02-03 16:59:40 main:574] : INFO : Epoch 1818 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 5176.32 ms
[2022-02-03 16:59:45 main:574] : INFO : Epoch 1819 | loss: 0.0312177 | val_loss: 0.0312153 | Time: 5147.93 ms
[2022-02-03 16:59:50 main:574] : INFO : Epoch 1820 | loss: 0.0312147 | val_loss: 0.0312152 | Time: 5182.26 ms
[2022-02-03 16:59:55 main:574] : INFO : Epoch 1821 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 5114.77 ms
[2022-02-03 17:00:00 main:574] : INFO : Epoch 1822 | loss: 0.0312159 | val_loss: 0.0312173 | Time: 5142.74 ms
[2022-02-03 17:00:06 main:574] : INFO : Epoch 1823 | loss: 0.0312156 | val_loss: 0.0312172 | Time: 5135.96 ms
[2022-02-03 17:00:11 main:574] : INFO : Epoch 1824 | loss: 0.0312192 | val_loss: 0.0312172 | Time: 5175.53 ms
[2022-02-03 17:00:16 main:574] : INFO : Epoch 1825 | loss: 0.0312202 | val_loss: 0.0312193 | Time: 5160.35 ms
[2022-02-03 17:00:21 main:574] : INFO : Epoch 1826 | loss: 0.0312149 | val_loss: 0.0312169 | Time: 5212.92 ms
[2022-02-03 17:00:26 main:574] : INFO : Epoch 1827 | loss: 0.031215 | val_loss: 0.031215 | Time: 5093.25 ms
[2022-02-03 17:00:31 main:574] : INFO : Epoch 1828 | loss: 0.0312144 | val_loss: 0.0312152 | Time: 5146.05 ms
[2022-02-03 17:00:37 main:574] : INFO : Epoch 1829 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 5160.37 ms
[2022-02-03 17:00:42 main:574] : INFO : Epoch 1830 | loss: 0.0312147 | val_loss: 0.0312147 | Time: 5148.67 ms
[2022-02-03 17:00:47 main:574] : INFO : Epoch 1831 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 5186 ms
[2022-02-03 17:00:52 main:574] : INFO : Epoch 1832 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 5123.84 ms
[2022-02-03 17:00:57 main:574] : INFO : Epoch 1833 | loss: 0.0312149 | val_loss: 0.0312171 | Time: 5176.47 ms
[2022-02-03 17:01:02 main:574] : INFO : Epoch 1834 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 5161.18 ms
[2022-02-03 17:01:08 main:574] : INFO : Epoch 1835 | loss: 0.0312153 | val_loss: 0.0312159 | Time: 5113.04 ms
[2022-02-03 17:01:13 main:574] : INFO : Epoch 1836 | loss: 0.0312147 | val_loss: 0.0312147 | Time: 5140.77 ms
[2022-02-03 17:01:18 main:574] : INFO : Epoch 1837 | loss: 0.0312147 | val_loss: 0.0312157 | Time: 5140 ms
[2022-02-03 17:01:23 main:574] : INFO : Epoch 1838 | loss: 0.0312141 | val_loss: 0.0312157 | Time: 5170.42 ms
[2022-02-03 17:01:28 main:574] : INFO : Epoch 1839 | loss: 0.0312142 | val_loss: 0.0312143 | Time: 5112.27 ms
[2022-02-03 17:01:33 main:574] : INFO : Epoch 1840 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 5148.72 ms
[2022-02-03 17:01:39 main:574] : INFO : Epoch 1841 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 5160.01 ms
[2022-02-03 17:01:44 main:574] : INFO : Epoch 1842 | loss: 0.0312143 | val_loss: 0.0312142 | Time: 5150.4 ms
[2022-02-03 17:01:49 main:574] : INFO : Epoch 1843 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 5128.27 ms
[2022-02-03 17:01:54 main:574] : INFO : Epoch 1844 | loss: 0.0312141 | val_loss: 0.0312141 | Time: 5133.6 ms
[2022-02-03 17:01:59 main:574] : INFO : Epoch 1845 | loss: 0.0312136 | val_loss: 0.0312145 | Time: 5149.6 ms
[2022-02-03 17:02:04 main:574] : INFO : Epoch 1846 | loss: 0.0312145 | val_loss: 0.0312146 | Time: 5189.11 ms
[2022-02-03 17:02:10 main:574] : INFO : Epoch 1847 | loss: 0.0312141 | val_loss: 0.0312143 | Time: 5150.8 ms
[2022-02-03 17:02:15 main:574] : INFO : Epoch 1848 | loss: 0.0312134 | val_loss: 0.0312145 | Time: 5175.48 ms
[2022-02-03 17:02:20 main:574] : INFO : Epoch 1849 | loss: 0.031214 | val_loss: 0.0312149 | Time: 5116.62 ms
[2022-02-03 17:02:25 main:574] : INFO : Epoch 1850 | loss: 0.0312155 | val_loss: 0.031215 | Time: 5153.86 ms
[2022-02-03 17:02:30 main:574] : INFO : Epoch 1851 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 5166.59 ms
[2022-02-03 17:02:35 main:574] : INFO : Epoch 1852 | loss: 0.0312148 | val_loss: 0.0312153 | Time: 5212.22 ms
[2022-02-03 17:02:41 main:574] : INFO : Epoch 1853 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 5168.27 ms
[2022-02-03 17:02:46 main:574] : INFO : Epoch 1854 | loss: 0.0312138 | val_loss: 0.0312165 | Time: 5200.2 ms
[2022-02-03 17:02:51 main:574] : INFO : Epoch 1855 | loss: 0.0312138 | val_loss: 0.0312143 | Time: 5180.06 ms
[2022-02-03 17:02:56 main:574] : INFO : Epoch 1856 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 5172.11 ms
[2022-02-03 17:03:01 main:574] : INFO : Epoch 1857 | loss: 0.0312137 | val_loss: 0.0312145 | Time: 5148.1 ms
[2022-02-03 17:03:07 main:574] : INFO : Epoch 1858 | loss: 0.0312163 | val_loss: 0.0312163 | Time: 5220.09 ms
[2022-02-03 17:03:12 main:574] : INFO : Epoch 1859 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 5277.68 ms
[2022-02-03 17:03:17 main:574] : INFO : Epoch 1860 | loss: 0.0312137 | val_loss: 0.0312158 | Time: 5165.35 ms
[2022-02-03 17:03:22 main:574] : INFO : Epoch 1861 | loss: 0.0312137 | val_loss: 0.0312151 | Time: 5168.03 ms
[2022-02-03 17:03:27 main:574] : INFO : Epoch 1862 | loss: 0.0312138 | val_loss: 0.0312141 | Time: 5192.57 ms
[2022-02-03 17:03:33 main:574] : INFO : Epoch 1863 | loss: 0.0312138 | val_loss: 0.0312148 | Time: 5171.95 ms
[2022-02-03 17:03:38 main:574] : INFO : Epoch 1864 | loss: 0.0312132 | val_loss: 0.0312151 | Time: 5134.26 ms
[2022-02-03 17:03:43 main:574] : INFO : Epoch 1865 | loss: 0.0312142 | val_loss: 0.0312218 | Time: 5223.1 ms
[2022-02-03 17:03:48 main:574] : INFO : Epoch 1866 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 5116.42 ms
[2022-02-03 17:03:53 main:574] : INFO : Epoch 1867 | loss: 0.0312139 | val_loss: 0.031215 | Time: 5138.13 ms
[2022-02-03 17:03:59 main:574] : INFO : Epoch 1868 | loss: 0.0312138 | val_loss: 0.031215 | Time: 5209.77 ms
[2022-02-03 17:04:04 main:574] : INFO : Epoch 1869 | loss: 0.0312136 | val_loss: 0.0312152 | Time: 5152.37 ms
[2022-02-03 17:04:09 main:574] : INFO : Epoch 1870 | loss: 0.0312133 | val_loss: 0.0312161 | Time: 5139.83 ms
[2022-02-03 17:04:14 main:574] : INFO : Epoch 1871 | loss: 0.031214 | val_loss: 0.0312159 | Time: 5157.63 ms
[2022-02-03 17:04:19 main:574] : INFO : Epoch 1872 | loss: 0.0312146 | val_loss: 0.0312194 | Time: 5148.12 ms
[2022-02-03 17:04:24 main:574] : INFO : Epoch 1873 | loss: 0.0312147 | val_loss: 0.0312163 | Time: 5179.9 ms
[2022-02-03 17:04:30 main:574] : INFO : Epoch 1874 | loss: 0.0312134 | val_loss: 0.0312144 | Time: 5174.62 ms
[2022-02-03 17:04:35 main:574] : INFO : Epoch 1875 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 5192.08 ms
[2022-02-03 17:04:40 main:574] : INFO : Epoch 1876 | loss: 0.0312139 | val_loss: 0.0312165 | Time: 5133.64 ms
[2022-02-03 17:04:45 main:574] : INFO : Epoch 1877 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 5127.85 ms
[2022-02-03 17:04:50 main:574] : INFO : Epoch 1878 | loss: 0.0312151 | val_loss: 0.0312183 | Time: 5186.64 ms
[2022-02-03 17:04:55 main:574] : INFO : Epoch 1879 | loss: 0.0312142 | val_loss: 0.0312153 | Time: 5148.53 ms
[2022-02-03 17:05:01 main:574] : INFO : Epoch 1880 | loss: 0.0312138 | val_loss: 0.0312144 | Time: 5157 ms
[2022-02-03 17:05:06 main:574] : INFO : Epoch 1881 | loss: 0.0312156 | val_loss: 0.0312191 | Time: 5211.09 ms
[2022-02-03 17:05:11 main:574] : INFO : Epoch 1882 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 5165.64 ms
[2022-02-03 17:05:16 main:574] : INFO : Epoch 1883 | loss: 0.0312141 | val_loss: 0.0312156 | Time: 5196.56 ms
[2022-02-03 17:05:21 main:574] : INFO : Epoch 1884 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 5226.94 ms
[2022-02-03 17:05:27 main:574] : INFO : Epoch 1885 | loss: 0.031213 | val_loss: 0.0312141 | Time: 5221.96 ms
[2022-02-03 17:05:32 main:574] : INFO : Epoch 1886 | loss: 0.0312145 | val_loss: 0.0312146 | Time: 5215.21 ms
[2022-02-03 17:05:37 main:574] : INFO : Epoch 1887 | loss: 0.0312137 | val_loss: 0.0312162 | Time: 5201.49 ms
[2022-02-03 17:05:42 main:574] : INFO : Epoch 1888 | loss: 0.0312144 | val_loss: 0.0312143 | Time: 5223.69 ms
[2022-02-03 17:05:48 main:574] : INFO : Epoch 1889 | loss: 0.0312135 | val_loss: 0.0312145 | Time: 5248.85 ms
[2022-02-03 17:05:53 main:574] : INFO : Epoch 1890 | loss: 0.031214 | val_loss: 0.0312212 | Time: 5144.05 ms
[2022-02-03 17:05:58 main:574] : INFO : Epoch 1891 | loss: 0.0312161 | val_loss: 0.0312146 | Time: 5205.16 ms
[2022-02-03 17:06:03 main:574] : INFO : Epoch 1892 | loss: 0.0312141 | val_loss: 0.0312194 | Time: 5200.68 ms
[2022-02-03 17:06:08 main:574] : INFO : Epoch 1893 | loss: 0.0312136 | val_loss: 0.0312143 | Time: 5258.09 ms
[2022-02-03 17:06:14 main:574] : INFO : Epoch 1894 | loss: 0.0312132 | val_loss: 0.0312144 | Time: 5161.93 ms
[2022-02-03 17:06:19 main:574] : INFO : Epoch 1895 | loss: 0.0312129 | val_loss: 0.0312156 | Time: 5179.2 ms
[2022-02-03 17:06:24 main:574] : INFO : Epoch 1896 | loss: 0.0312148 | val_loss: 0.0312186 | Time: 5150.94 ms
[2022-02-03 17:06:29 main:574] : INFO : Epoch 1897 | loss: 0.0312147 | val_loss: 0.031215 | Time: 5121.16 ms
[2022-02-03 17:06:34 main:574] : INFO : Epoch 1898 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 5188.38 ms
[2022-02-03 17:06:39 main:574] : INFO : Epoch 1899 | loss: 0.0312157 | val_loss: 0.0312171 | Time: 5167.78 ms
[2022-02-03 17:06:45 main:574] : INFO : Epoch 1900 | loss: 0.031217 | val_loss: 0.0312153 | Time: 5153.42 ms
[2022-02-03 17:06:50 main:574] : INFO : Epoch 1901 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 5156.77 ms
[2022-02-03 17:06:55 main:574] : INFO : Epoch 1902 | loss: 0.0312129 | val_loss: 0.0312147 | Time: 5197.45 ms
[2022-02-03 17:07:00 main:574] : INFO : Epoch 1903 | loss: 0.0312137 | val_loss: 0.0312145 | Time: 5179.99 ms
[2022-02-03 17:07:05 main:574] : INFO : Epoch 1904 | loss: 0.0312133 | val_loss: 0.0312159 | Time: 5201.56 ms
[2022-02-03 17:07:11 main:574] : INFO : Epoch 1905 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 5204.58 ms
[2022-02-03 17:07:16 main:574] : INFO : Epoch 1906 | loss: 0.031214 | val_loss: 0.0312163 | Time: 5153.84 ms
[2022-02-03 17:07:21 main:574] : INFO : Epoch 1907 | loss: 0.0312134 | val_loss: 0.0312157 | Time: 5113.4 ms
[2022-02-03 17:07:26 main:574] : INFO : Epoch 1908 | loss: 0.0312135 | val_loss: 0.0312141 | Time: 5122.29 ms
[2022-02-03 17:07:31 main:574] : INFO : Epoch 1909 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 5124.96 ms
[2022-02-03 17:07:36 main:574] : INFO : Epoch 1910 | loss: 0.0312146 | val_loss: 0.0312146 | Time: 5118.03 ms
[2022-02-03 17:07:41 main:574] : INFO : Epoch 1911 | loss: 0.0312134 | val_loss: 0.031216 | Time: 5176.35 ms
[2022-02-03 17:07:47 main:574] : INFO : Epoch 1912 | loss: 0.0312138 | val_loss: 0.0312162 | Time: 5230.91 ms
[2022-02-03 17:07:52 main:574] : INFO : Epoch 1913 | loss: 0.0312127 | val_loss: 0.0312141 | Time: 5172.05 ms
[2022-02-03 17:07:57 main:574] : INFO : Epoch 1914 | loss: 0.0312127 | val_loss: 0.0312194 | Time: 5186.59 ms
[2022-02-03 17:08:02 main:574] : INFO : Epoch 1915 | loss: 0.0312136 | val_loss: 0.031217 | Time: 5197.21 ms
[2022-02-03 17:08:07 main:574] : INFO : Epoch 1916 | loss: 0.0312157 | val_loss: 0.0312211 | Time: 5189.52 ms
[2022-02-03 17:08:13 main:574] : INFO : Epoch 1917 | loss: 0.0312147 | val_loss: 0.0312166 | Time: 5190.43 ms
[2022-02-03 17:08:18 main:574] : INFO : Epoch 1918 | loss: 0.0312144 | val_loss: 0.0312153 | Time: 5137.83 ms
[2022-02-03 17:08:23 main:574] : INFO : Epoch 1919 | loss: 0.0312167 | val_loss: 0.0312157 | Time: 5172.77 ms
[2022-02-03 17:08:28 main:574] : INFO : Epoch 1920 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 5160.51 ms
[2022-02-03 17:08:33 main:574] : INFO : Epoch 1921 | loss: 0.0312133 | val_loss: 0.0312144 | Time: 5221.22 ms
[2022-02-03 17:08:39 main:574] : INFO : Epoch 1922 | loss: 0.0312121 | val_loss: 0.0312141 | Time: 5160.92 ms
[2022-02-03 17:08:44 main:574] : INFO : Epoch 1923 | loss: 0.0312127 | val_loss: 0.0312149 | Time: 5145.94 ms
[2022-02-03 17:08:49 main:574] : INFO : Epoch 1924 | loss: 0.0312142 | val_loss: 0.0312144 | Time: 5200.4 ms
[2022-02-03 17:08:54 main:574] : INFO : Epoch 1925 | loss: 0.0312131 | val_loss: 0.0312155 | Time: 5178.28 ms
[2022-02-03 17:08:59 main:574] : INFO : Epoch 1926 | loss: 0.0312132 | val_loss: 0.0312147 | Time: 5172.97 ms
[2022-02-03 17:09:04 main:574] : INFO : Epoch 1927 | loss: 0.0312127 | val_loss: 0.0312141 | Time: 5197.68 ms
[2022-02-03 17:09:10 main:574] : INFO : Epoch 1928 | loss: 0.0312131 | val_loss: 0.0312169 | Time: 5115.67 ms
[2022-02-03 17:09:15 main:574] : INFO : Epoch 1929 | loss: 0.0312157 | val_loss: 0.0312166 | Time: 5143.98 ms
[2022-02-03 17:09:20 main:574] : INFO : Epoch 1930 | loss: 0.0312127 | val_loss: 0.0312142 | Time: 5162.32 ms
[2022-02-03 17:09:25 main:574] : INFO : Epoch 1931 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 5128.83 ms
[2022-02-03 17:09:30 main:574] : INFO : Epoch 1932 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 5191.46 ms
[2022-02-03 17:09:35 main:574] : INFO : Epoch 1933 | loss: 0.0312126 | val_loss: 0.0312147 | Time: 5223.29 ms
[2022-02-03 17:09:41 main:574] : INFO : Epoch 1934 | loss: 0.0312123 | val_loss: 0.031214 | Time: 5208.25 ms
[2022-02-03 17:09:46 main:574] : INFO : Epoch 1935 | loss: 0.0312127 | val_loss: 0.0312143 | Time: 5231.26 ms
[2022-02-03 17:09:51 main:574] : INFO : Epoch 1936 | loss: 0.0312149 | val_loss: 0.0312208 | Time: 5155.69 ms
[2022-02-03 17:09:56 main:574] : INFO : Epoch 1937 | loss: 0.0312162 | val_loss: 0.031216 | Time: 5212.53 ms
[2022-02-03 17:10:02 main:574] : INFO : Epoch 1938 | loss: 0.0312134 | val_loss: 0.0312162 | Time: 5163.83 ms
[2022-02-03 17:10:07 main:574] : INFO : Epoch 1939 | loss: 0.0312151 | val_loss: 0.0312186 | Time: 5178.07 ms
[2022-02-03 17:10:12 main:574] : INFO : Epoch 1940 | loss: 0.0312143 | val_loss: 0.0312173 | Time: 5183.15 ms
[2022-02-03 17:10:17 main:574] : INFO : Epoch 1941 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 5193.41 ms
[2022-02-03 17:10:22 main:574] : INFO : Epoch 1942 | loss: 0.0312121 | val_loss: 0.0312138 | Time: 5189.35 ms
[2022-02-03 17:10:27 main:574] : INFO : Epoch 1943 | loss: 0.0312121 | val_loss: 0.0312154 | Time: 5174.18 ms
[2022-02-03 17:10:33 main:574] : INFO : Epoch 1944 | loss: 0.0312131 | val_loss: 0.0312148 | Time: 5129.72 ms
[2022-02-03 17:10:38 main:574] : INFO : Epoch 1945 | loss: 0.0312139 | val_loss: 0.0312153 | Time: 5147.89 ms
[2022-02-03 17:10:43 main:574] : INFO : Epoch 1946 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 5177.96 ms
[2022-02-03 17:10:48 main:574] : INFO : Epoch 1947 | loss: 0.0312126 | val_loss: 0.0312142 | Time: 5211.83 ms
[2022-02-03 17:10:53 main:574] : INFO : Epoch 1948 | loss: 0.0312125 | val_loss: 0.0312147 | Time: 5198.3 ms
[2022-02-03 17:10:59 main:574] : INFO : Epoch 1949 | loss: 0.0312134 | val_loss: 0.0312143 | Time: 5167.04 ms
[2022-02-03 17:11:04 main:574] : INFO : Epoch 1950 | loss: 0.0312122 | val_loss: 0.0312155 | Time: 5185.35 ms
[2022-02-03 17:11:09 main:574] : INFO : Epoch 1951 | loss: 0.0312126 | val_loss: 0.0312146 | Time: 5152.66 ms
[2022-02-03 17:11:14 main:574] : INFO : Epoch 1952 | loss: 0.0312138 | val_loss: 0.0312168 | Time: 5189.98 ms
[2022-02-03 17:11:19 main:574] : INFO : Epoch 1953 | loss: 0.0312137 | val_loss: 0.0312139 | Time: 5194.23 ms
[2022-02-03 17:11:25 main:574] : INFO : Epoch 1954 | loss: 0.0312141 | val_loss: 0.0312222 | Time: 5185.26 ms
[2022-02-03 17:11:30 main:574] : INFO : Epoch 1955 | loss: 0.0312146 | val_loss: 0.0312144 | Time: 5202.78 ms
[2022-02-03 17:11:35 main:574] : INFO : Epoch 1956 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 5123.54 ms
[2022-02-03 17:11:40 main:574] : INFO : Epoch 1957 | loss: 0.0312146 | val_loss: 0.0312141 | Time: 5210.98 ms
[2022-02-03 17:11:45 main:574] : INFO : Epoch 1958 | loss: 0.0312123 | val_loss: 0.0312143 | Time: 5177.79 ms
[2022-02-03 17:11:50 main:574] : INFO : Epoch 1959 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 5176.65 ms
[2022-02-03 17:11:56 main:574] : INFO : Epoch 1960 | loss: 0.0312168 | val_loss: 0.0312159 | Time: 5146.31 ms
[2022-02-03 17:12:01 main:574] : INFO : Epoch 1961 | loss: 0.0312123 | val_loss: 0.0312141 | Time: 5142.99 ms
[2022-02-03 17:12:06 main:574] : INFO : Epoch 1962 | loss: 0.031212 | val_loss: 0.0312144 | Time: 5188.85 ms
[2022-02-03 17:12:11 main:574] : INFO : Epoch 1963 | loss: 0.0312118 | val_loss: 0.0312142 | Time: 5198.79 ms
[2022-02-03 17:12:16 main:574] : INFO : Epoch 1964 | loss: 0.0312126 | val_loss: 0.031214 | Time: 5275.58 ms
[2022-02-03 17:12:22 main:574] : INFO : Epoch 1965 | loss: 0.0312118 | val_loss: 0.0312141 | Time: 5113.27 ms
[2022-02-03 17:12:27 main:574] : INFO : Epoch 1966 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 5201.86 ms
[2022-02-03 17:12:32 main:574] : INFO : Epoch 1967 | loss: 0.0312122 | val_loss: 0.031214 | Time: 5152.53 ms
[2022-02-03 17:12:37 main:574] : INFO : Epoch 1968 | loss: 0.031212 | val_loss: 0.0312137 | Time: 5226.76 ms
[2022-02-03 17:12:42 main:574] : INFO : Epoch 1969 | loss: 0.0312119 | val_loss: 0.0312146 | Time: 5190.36 ms
[2022-02-03 17:12:48 main:574] : INFO : Epoch 1970 | loss: 0.031213 | val_loss: 0.0312136 | Time: 5131.55 ms
[2022-02-03 17:12:53 main:574] : INFO : Epoch 1971 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 5164.22 ms
[2022-02-03 17:12:58 main:574] : INFO : Epoch 1972 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 5253.42 ms
[2022-02-03 17:13:03 main:574] : INFO : Epoch 1973 | loss: 0.0312128 | val_loss: 0.0312146 | Time: 5174.39 ms
[2022-02-03 17:13:08 main:574] : INFO : Epoch 1974 | loss: 0.031212 | val_loss: 0.0312147 | Time: 5190 ms
[2022-02-03 17:13:14 main:574] : INFO : Epoch 1975 | loss: 0.0312119 | val_loss: 0.0312135 | Time: 5172.32 ms
[2022-02-03 17:13:19 main:574] : INFO : Epoch 1976 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 5131.79 ms
[2022-02-03 17:13:24 main:574] : INFO : Epoch 1977 | loss: 0.031212 | val_loss: 0.0312145 | Time: 5133.52 ms
[2022-02-03 17:13:29 main:574] : INFO : Epoch 1978 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 5138.58 ms
[2022-02-03 17:13:34 main:574] : INFO : Epoch 1979 | loss: 0.0312122 | val_loss: 0.0312137 | Time: 5225.57 ms
[2022-02-03 17:13:39 main:574] : INFO : Epoch 1980 | loss: 0.0312125 | val_loss: 0.0312168 | Time: 5135.82 ms
[2022-02-03 17:13:45 main:574] : INFO : Epoch 1981 | loss: 0.0312133 | val_loss: 0.0312185 | Time: 5205.68 ms
[2022-02-03 17:13:50 main:574] : INFO : Epoch 1982 | loss: 0.0312129 | val_loss: 0.0312137 | Time: 5241.51 ms
[2022-02-03 17:13:55 main:574] : INFO : Epoch 1983 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 5171.86 ms
[2022-02-03 17:14:00 main:574] : INFO : Epoch 1984 | loss: 0.0312126 | val_loss: 0.0312162 | Time: 5248.85 ms
[2022-02-03 17:14:05 main:574] : INFO : Epoch 1985 | loss: 0.0312137 | val_loss: 0.0312168 | Time: 5179.96 ms
[2022-02-03 17:14:11 main:574] : INFO : Epoch 1986 | loss: 0.0312117 | val_loss: 0.0312136 | Time: 5146.68 ms
[2022-02-03 17:14:16 main:574] : INFO : Epoch 1987 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 5153.08 ms
[2022-02-03 17:14:21 main:574] : INFO : Epoch 1988 | loss: 0.0312121 | val_loss: 0.0312153 | Time: 5158.21 ms
[2022-02-03 17:14:26 main:574] : INFO : Epoch 1989 | loss: 0.0312119 | val_loss: 0.0312136 | Time: 5247.4 ms
[2022-02-03 17:14:31 main:574] : INFO : Epoch 1990 | loss: 0.0312116 | val_loss: 0.0312168 | Time: 5123.7 ms
[2022-02-03 17:14:37 main:574] : INFO : Epoch 1991 | loss: 0.031213 | val_loss: 0.0312144 | Time: 5222.72 ms
[2022-02-03 17:14:42 main:574] : INFO : Epoch 1992 | loss: 0.0312113 | val_loss: 0.0312161 | Time: 5169.26 ms
[2022-02-03 17:14:47 main:574] : INFO : Epoch 1993 | loss: 0.0312142 | val_loss: 0.0312177 | Time: 5227.02 ms
[2022-02-03 17:14:52 main:574] : INFO : Epoch 1994 | loss: 0.0312157 | val_loss: 0.0312126 | Time: 5202.33 ms
[2022-02-03 17:14:57 main:574] : INFO : Epoch 1995 | loss: 0.0312116 | val_loss: 0.0312134 | Time: 5237.42 ms
[2022-02-03 17:15:03 main:574] : INFO : Epoch 1996 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 5172.64 ms
[2022-02-03 17:15:08 main:574] : INFO : Epoch 1997 | loss: 0.0312115 | val_loss: 0.0312134 | Time: 5205.2 ms
[2022-02-03 17:15:13 main:574] : INFO : Epoch 1998 | loss: 0.0312146 | val_loss: 0.0312201 | Time: 5157.51 ms
[2022-02-03 17:15:18 main:574] : INFO : Epoch 1999 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 5178.72 ms
[2022-02-03 17:15:23 main:574] : INFO : Epoch 2000 | loss: 0.0312142 | val_loss: 0.0312139 | Time: 5149.74 ms
[2022-02-03 17:15:28 main:574] : INFO : Epoch 2001 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 5140.04 ms
[2022-02-03 17:15:34 main:574] : INFO : Epoch 2002 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 5220.89 ms
[2022-02-03 17:15:39 main:574] : INFO : Epoch 2003 | loss: 0.0312125 | val_loss: 0.0312129 | Time: 5186.58 ms
[2022-02-03 17:15:44 main:574] : INFO : Epoch 2004 | loss: 0.0312107 | val_loss: 0.0312128 | Time: 5179.31 ms
[2022-02-03 17:15:49 main:574] : INFO : Epoch 2005 | loss: 0.0312117 | val_loss: 0.0312134 | Time: 5226.44 ms
[2022-02-03 17:15:54 main:574] : INFO : Epoch 2006 | loss: 0.0312115 | val_loss: 0.0312157 | Time: 5152.94 ms
[2022-02-03 17:16:00 main:574] : INFO : Epoch 2007 | loss: 0.0312121 | val_loss: 0.0312128 | Time: 5183.87 ms
[2022-02-03 17:16:05 main:574] : INFO : Epoch 2008 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 5277.81 ms
[2022-02-03 17:16:10 main:574] : INFO : Epoch 2009 | loss: 0.0312143 | val_loss: 0.0312127 | Time: 5243.25 ms
[2022-02-03 17:16:15 main:574] : INFO : Epoch 2010 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 5212.14 ms
[2022-02-03 17:16:21 main:574] : INFO : Epoch 2011 | loss: 0.0312108 | val_loss: 0.031213 | Time: 5193.17 ms
[2022-02-03 17:16:26 main:574] : INFO : Epoch 2012 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 5129.63 ms
[2022-02-03 17:16:31 main:574] : INFO : Epoch 2013 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 5153.74 ms
[2022-02-03 17:16:36 main:574] : INFO : Epoch 2014 | loss: 0.031211 | val_loss: 0.0312122 | Time: 5125.46 ms
[2022-02-03 17:16:41 main:574] : INFO : Epoch 2015 | loss: 0.0312128 | val_loss: 0.0312148 | Time: 5225.33 ms
[2022-02-03 17:16:46 main:574] : INFO : Epoch 2016 | loss: 0.0312138 | val_loss: 0.0312131 | Time: 5180.18 ms
[2022-02-03 17:16:52 main:574] : INFO : Epoch 2017 | loss: 0.0312108 | val_loss: 0.031213 | Time: 5204.85 ms
[2022-02-03 17:16:57 main:574] : INFO : Epoch 2018 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 5185.03 ms
[2022-02-03 17:17:02 main:574] : INFO : Epoch 2019 | loss: 0.031211 | val_loss: 0.0312125 | Time: 5177.56 ms
[2022-02-03 17:17:07 main:574] : INFO : Epoch 2020 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 5220.85 ms
[2022-02-03 17:17:12 main:574] : INFO : Epoch 2021 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 5225.91 ms
[2022-02-03 17:17:18 main:574] : INFO : Epoch 2022 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 5198.35 ms
[2022-02-03 17:17:23 main:574] : INFO : Epoch 2023 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 5179.04 ms
[2022-02-03 17:17:28 main:574] : INFO : Epoch 2024 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 5173.03 ms
[2022-02-03 17:17:33 main:574] : INFO : Epoch 2025 | loss: 0.031213 | val_loss: 0.0312139 | Time: 5240.49 ms
[2022-02-03 17:17:38 main:574] : INFO : Epoch 2026 | loss: 0.0312122 | val_loss: 0.0312124 | Time: 5246.06 ms
[2022-02-03 17:17:44 main:574] : INFO : Epoch 2027 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 5227.88 ms
[2022-02-03 17:17:49 main:574] : INFO : Epoch 2028 | loss: 0.031211 | val_loss: 0.0312129 | Time: 5177.62 ms
[2022-02-03 17:17:54 main:574] : INFO : Epoch 2029 | loss: 0.031211 | val_loss: 0.0312135 | Time: 5161.9 ms
[2022-02-03 17:17:59 main:574] : INFO : Epoch 2030 | loss: 0.0312115 | val_loss: 0.0312159 | Time: 5265.11 ms
[2022-02-03 17:18:05 main:574] : INFO : Epoch 2031 | loss: 0.031213 | val_loss: 0.0312133 | Time: 5225.5 ms
[2022-02-03 17:18:10 main:574] : INFO : Epoch 2032 | loss: 0.031212 | val_loss: 0.031216 | Time: 5148.8 ms
[2022-02-03 17:18:15 main:574] : INFO : Epoch 2033 | loss: 0.0312124 | val_loss: 0.0312135 | Time: 5228.83 ms
[2022-02-03 17:18:20 main:574] : INFO : Epoch 2034 | loss: 0.0312137 | val_loss: 0.0312143 | Time: 5273.51 ms
[2022-02-03 17:18:26 main:574] : INFO : Epoch 2035 | loss: 0.0312126 | val_loss: 0.0312148 | Time: 5255.79 ms
[2022-02-03 17:18:31 main:574] : INFO : Epoch 2036 | loss: 0.031212 | val_loss: 0.0312124 | Time: 5200.05 ms
[2022-02-03 17:18:36 main:574] : INFO : Epoch 2037 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 5162.59 ms
[2022-02-03 17:18:41 main:574] : INFO : Epoch 2038 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 5227.12 ms
[2022-02-03 17:18:46 main:574] : INFO : Epoch 2039 | loss: 0.0312109 | val_loss: 0.0312159 | Time: 5222.87 ms
[2022-02-03 17:18:52 main:574] : INFO : Epoch 2040 | loss: 0.0312112 | val_loss: 0.0312126 | Time: 5232.1 ms
[2022-02-03 17:18:57 main:574] : INFO : Epoch 2041 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 5228.67 ms
[2022-02-03 17:19:02 main:574] : INFO : Epoch 2042 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 5166.66 ms
[2022-02-03 17:19:07 main:574] : INFO : Epoch 2043 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 5162.73 ms
[2022-02-03 17:19:12 main:574] : INFO : Epoch 2044 | loss: 0.0312106 | val_loss: 0.0312124 | Time: 5195.64 ms
[2022-02-03 17:19:18 main:574] : INFO : Epoch 2045 | loss: 0.0312115 | val_loss: 0.0312174 | Time: 5141.91 ms
[2022-02-03 17:19:23 main:574] : INFO : Epoch 2046 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 5215.3 ms
[2022-02-03 17:19:28 main:574] : INFO : Epoch 2047 | loss: 0.0312143 | val_loss: 0.0312225 | Time: 5160.87 ms
[2022-02-03 17:19:33 main:574] : INFO : Epoch 2048 | loss: 0.0312148 | val_loss: 0.031217 | Time: 5166.7 ms
[2022-02-03 17:19:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031217
[2022-02-03 17:19:33 main:603] : INFO : Saving end state to config to file
[2022-02-03 17:19:33 main:608] : INFO : Success, exiting..
17:19:33 (9760): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)