Task 14624738
| Name | ParityModified-1647046202-19453-3-0_1 |
| Workunit | 11618308 |
| Created | 19 Apr 2022, 10:03:03 UTC |
| Sent | 19 Apr 2022, 10:03:35 UTC |
| Report deadline | 27 Apr 2022, 10:03:35 UTC |
| Received | 19 Apr 2022, 14:50:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 3 hours 35 min 54 sec |
| CPU time | 3 hours 31 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 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 1568 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 6098.75 ms
[2022-04-19 14:51:37 main:574] : INFO : Epoch 1569 | loss: 0.0311596 | val_loss: 0.0311719 | Time: 5963.83 ms
[2022-04-19 14:51:43 main:574] : INFO : Epoch 1570 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 6035.26 ms
[2022-04-19 14:51:49 main:574] : INFO : Epoch 1571 | loss: 0.0311583 | val_loss: 0.0311752 | Time: 5984.78 ms
[2022-04-19 14:51:55 main:574] : INFO : Epoch 1572 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 6043.93 ms
[2022-04-19 14:52:02 main:574] : INFO : Epoch 1573 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 6009.56 ms
[2022-04-19 14:52:08 main:574] : INFO : Epoch 1574 | loss: 0.0311549 | val_loss: 0.0311723 | Time: 6076.58 ms
[2022-04-19 14:52:14 main:574] : INFO : Epoch 1575 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 6100.93 ms
[2022-04-19 14:52:20 main:574] : INFO : Epoch 1576 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 6023.68 ms
[2022-04-19 14:52:26 main:574] : INFO : Epoch 1577 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 6053.68 ms
[2022-04-19 14:52:32 main:574] : INFO : Epoch 1578 | loss: 0.0311548 | val_loss: 0.0311737 | Time: 6142.15 ms
[2022-04-19 14:52:38 main:574] : INFO : Epoch 1579 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 6016.27 ms
[2022-04-19 14:52:44 main:574] : INFO : Epoch 1580 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 5935.62 ms
[2022-04-19 14:52:50 main:574] : INFO : Epoch 1581 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 5996.53 ms
[2022-04-19 14:52:56 main:574] : INFO : Epoch 1582 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 5997.97 ms
[2022-04-19 14:53:02 main:574] : INFO : Epoch 1583 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 6009.27 ms
[2022-04-19 14:53:09 main:574] : INFO : Epoch 1584 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 6075.12 ms
[2022-04-19 14:53:15 main:574] : INFO : Epoch 1585 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 6058.14 ms
[2022-04-19 14:53:21 main:574] : INFO : Epoch 1586 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 6067.84 ms
[2022-04-19 14:53:27 main:574] : INFO : Epoch 1587 | loss: 0.0311589 | val_loss: 0.0311718 | Time: 6051.54 ms
[2022-04-19 14:53:33 main:574] : INFO : Epoch 1588 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 5984.53 ms
[2022-04-19 14:53:39 main:574] : INFO : Epoch 1589 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 6067.31 ms
[2022-04-19 14:53:45 main:574] : INFO : Epoch 1590 | loss: 0.0311581 | val_loss: 0.0311696 | Time: 6044.63 ms
[2022-04-19 14:53:51 main:574] : INFO : Epoch 1591 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 5975.65 ms
[2022-04-19 14:53:57 main:574] : INFO : Epoch 1592 | loss: 0.0311597 | val_loss: 0.031177 | Time: 6038.22 ms
[2022-04-19 14:54:03 main:574] : INFO : Epoch 1593 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 6048.86 ms
[2022-04-19 14:54:09 main:574] : INFO : Epoch 1594 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 6047.22 ms
[2022-04-19 14:54:16 main:574] : INFO : Epoch 1595 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 6030.38 ms
[2022-04-19 14:54:22 main:574] : INFO : Epoch 1596 | loss: 0.031162 | val_loss: 0.0311724 | Time: 6060.46 ms
[2022-04-19 14:54:28 main:574] : INFO : Epoch 1597 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 6001.35 ms
[2022-04-19 14:54:34 main:574] : INFO : Epoch 1598 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 6012.3 ms
[2022-04-19 14:54:40 main:574] : INFO : Epoch 1599 | loss: 0.0311576 | val_loss: 0.03117 | Time: 6040.64 ms
[2022-04-19 14:54:46 main:574] : INFO : Epoch 1600 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 5973.35 ms
[2022-04-19 14:54:52 main:574] : INFO : Epoch 1601 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 5894.87 ms
[2022-04-19 14:54:58 main:574] : INFO : Epoch 1602 | loss: 0.0311591 | val_loss: 0.031169 | Time: 5965.49 ms
[2022-04-19 14:55:04 main:574] : INFO : Epoch 1603 | loss: 0.0311574 | val_loss: 0.0311736 | Time: 6010.44 ms
[2022-04-19 14:55:10 main:574] : INFO : Epoch 1604 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 6033.64 ms
[2022-04-19 14:55:16 main:574] : INFO : Epoch 1605 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 6051.99 ms
[2022-04-19 14:55:22 main:574] : INFO : Epoch 1606 | loss: 0.0311545 | val_loss: 0.0311728 | Time: 6028.12 ms
[2022-04-19 14:55:28 main:574] : INFO : Epoch 1607 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 5995.36 ms
[2022-04-19 14:55:34 main:574] : INFO : Epoch 1608 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 6018.16 ms
[2022-04-19 14:55:40 main:574] : INFO : Epoch 1609 | loss: 0.031161 | val_loss: 0.0311706 | Time: 6109.69 ms
[2022-04-19 14:55:46 main:574] : INFO : Epoch 1610 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 5966.02 ms
[2022-04-19 14:55:53 main:574] : INFO : Epoch 1611 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 6027.79 ms
[2022-04-19 14:55:59 main:574] : INFO : Epoch 1612 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 6021.08 ms
[2022-04-19 14:56:05 main:574] : INFO : Epoch 1613 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 6066.36 ms
[2022-04-19 14:56:11 main:574] : INFO : Epoch 1614 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 6037.95 ms
[2022-04-19 14:56:17 main:574] : INFO : Epoch 1615 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 6058.57 ms
[2022-04-19 14:56:23 main:574] : INFO : Epoch 1616 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 6003.87 ms
[2022-04-19 14:56:29 main:574] : INFO : Epoch 1617 | loss: 0.0311633 | val_loss: 0.031171 | Time: 6040.46 ms
[2022-04-19 14:56:35 main:574] : INFO : Epoch 1618 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 6063.07 ms
[2022-04-19 14:56:41 main:574] : INFO : Epoch 1619 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 6070.55 ms
[2022-04-19 14:56:47 main:574] : INFO : Epoch 1620 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 6047.09 ms
[2022-04-19 14:56:54 main:574] : INFO : Epoch 1621 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 6077.08 ms
[2022-04-19 14:57:00 main:574] : INFO : Epoch 1622 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 6028.76 ms
[2022-04-19 14:57:06 main:574] : INFO : Epoch 1623 | loss: 0.0311626 | val_loss: 0.0311732 | Time: 5978.78 ms
[2022-04-19 14:57:12 main:574] : INFO : Epoch 1624 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 6075.52 ms
[2022-04-19 14:57:18 main:574] : INFO : Epoch 1625 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 6033.42 ms
[2022-04-19 14:57:24 main:574] : INFO : Epoch 1626 | loss: 0.0311585 | val_loss: 0.031171 | Time: 5912.3 ms
[2022-04-19 14:57:30 main:574] : INFO : Epoch 1627 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 6037.25 ms
[2022-04-19 14:57:36 main:574] : INFO : Epoch 1628 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 6033.82 ms
[2022-04-19 14:57:42 main:574] : INFO : Epoch 1629 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 6007.17 ms
[2022-04-19 14:57:48 main:574] : INFO : Epoch 1630 | loss: 0.0311596 | val_loss: 0.031177 | Time: 6091.95 ms
[2022-04-19 14:57:54 main:574] : INFO : Epoch 1631 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 6086.76 ms
[2022-04-19 14:58:00 main:574] : INFO : Epoch 1632 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 6066.14 ms
[2022-04-19 14:58:07 main:574] : INFO : Epoch 1633 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 6044.34 ms
[2022-04-19 14:58:13 main:574] : INFO : Epoch 1634 | loss: 0.0311573 | val_loss: 0.0311715 | Time: 6030.97 ms
[2022-04-19 14:58:19 main:574] : INFO : Epoch 1635 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 5956.21 ms
[2022-04-19 14:58:25 main:574] : INFO : Epoch 1636 | loss: 0.0311587 | val_loss: 0.0311891 | Time: 6013.11 ms
[2022-04-19 14:58:31 main:574] : INFO : Epoch 1637 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 6095.82 ms
[2022-04-19 14:58:37 main:574] : INFO : Epoch 1638 | loss: 0.0311589 | val_loss: 0.0311714 | Time: 6072.77 ms
[2022-04-19 14:58:43 main:574] : INFO : Epoch 1639 | loss: 0.03116 | val_loss: 0.03117 | Time: 6073.43 ms
[2022-04-19 14:58:49 main:574] : INFO : Epoch 1640 | loss: 0.0311602 | val_loss: 0.0311719 | Time: 6085.4 ms
[2022-04-19 14:58:55 main:574] : INFO : Epoch 1641 | loss: 0.0311583 | val_loss: 0.0311727 | Time: 5998.43 ms
[2022-04-19 14:59:01 main:574] : INFO : Epoch 1642 | loss: 0.0311577 | val_loss: 0.0311783 | Time: 6056.33 ms
[2022-04-19 14:59:07 main:574] : INFO : Epoch 1643 | loss: 0.0311606 | val_loss: 0.0311775 | Time: 6008.29 ms
[2022-04-19 14:59:14 main:574] : INFO : Epoch 1644 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 5992.42 ms
[2022-04-19 14:59:20 main:574] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 6055.94 ms
[2022-04-19 14:59:26 main:574] : INFO : Epoch 1646 | loss: 0.031168 | val_loss: 0.031174 | Time: 6062.45 ms
[2022-04-19 14:59:32 main:574] : INFO : Epoch 1647 | loss: 0.0311651 | val_loss: 0.0311738 | Time: 6053.51 ms
[2022-04-19 14:59:38 main:574] : INFO : Epoch 1648 | loss: 0.0311635 | val_loss: 0.031176 | Time: 5950.52 ms
[2022-04-19 14:59:44 main:574] : INFO : Epoch 1649 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 5994.82 ms
[2022-04-19 14:59:50 main:574] : INFO : Epoch 1650 | loss: 0.031163 | val_loss: 0.0311742 | Time: 6046.22 ms
[2022-04-19 14:59:56 main:574] : INFO : Epoch 1651 | loss: 0.031163 | val_loss: 0.0311703 | Time: 6039.01 ms
[2022-04-19 15:00:02 main:574] : INFO : Epoch 1652 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 6027.87 ms
[2022-04-19 15:00:08 main:574] : INFO : Epoch 1653 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 6068.73 ms
[2022-04-19 15:00:14 main:574] : INFO : Epoch 1654 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 6067.12 ms
[2022-04-19 15:00:21 main:574] : INFO : Epoch 1655 | loss: 0.0311602 | val_loss: 0.0311715 | Time: 6101.45 ms
[2022-04-19 15:00:27 main:574] : INFO : Epoch 1656 | loss: 0.0311603 | val_loss: 0.0311731 | Time: 5992.5 ms
[2022-04-19 15:00:33 main:574] : INFO : Epoch 1657 | loss: 0.03116 | val_loss: 0.0311724 | Time: 6044.63 ms
[2022-04-19 15:00:39 main:574] : INFO : Epoch 1658 | loss: 0.0311587 | val_loss: 0.0311783 | Time: 6074.38 ms
[2022-04-19 15:00:45 main:574] : INFO : Epoch 1659 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 6053.01 ms
[2022-04-19 15:00:51 main:574] : INFO : Epoch 1660 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 5984.82 ms
[2022-04-19 15:00:57 main:574] : INFO : Epoch 1661 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 6094.23 ms
[2022-04-19 15:01:03 main:574] : INFO : Epoch 1662 | loss: 0.0311583 | val_loss: 0.0311747 | Time: 6112.59 ms
[2022-04-19 15:01:09 main:574] : INFO : Epoch 1663 | loss: 0.0311592 | val_loss: 0.031176 | Time: 6071.43 ms
[2022-04-19 15:01:16 main:574] : INFO : Epoch 1664 | loss: 0.03116 | val_loss: 0.0311738 | Time: 6057.04 ms
[2022-04-19 15:01:22 main:574] : INFO : Epoch 1665 | loss: 0.0311596 | val_loss: 0.0311726 | Time: 5944.8 ms
[2022-04-19 15:01:28 main:574] : INFO : Epoch 1666 | loss: 0.0311598 | val_loss: 0.0311734 | Time: 6032.1 ms
[2022-04-19 15:01:34 main:574] : INFO : Epoch 1667 | loss: 0.0311605 | val_loss: 0.0311751 | Time: 6021.55 ms
[2022-04-19 15:01:40 main:574] : INFO : Epoch 1668 | loss: 0.0311584 | val_loss: 0.0311729 | Time: 5998.63 ms
[2022-04-19 15:01:46 main:574] : INFO : Epoch 1669 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 6043.33 ms
[2022-04-19 15:01:52 main:574] : INFO : Epoch 1670 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 6042.58 ms
[2022-04-19 15:01:58 main:574] : INFO : Epoch 1671 | loss: 0.031159 | val_loss: 0.0311689 | Time: 5975.99 ms
[2022-04-19 15:02:04 main:574] : INFO : Epoch 1672 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 6016.87 ms
[2022-04-19 15:02:10 main:574] : INFO : Epoch 1673 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 6076.5 ms
[2022-04-19 15:02:16 main:574] : INFO : Epoch 1674 | loss: 0.0311606 | val_loss: 0.0311696 | Time: 6038.12 ms
[2022-04-19 15:02:22 main:574] : INFO : Epoch 1675 | loss: 0.0311589 | val_loss: 0.031171 | Time: 6046.51 ms
[2022-04-19 15:02:28 main:574] : INFO : Epoch 1676 | loss: 0.0311575 | val_loss: 0.0311812 | Time: 6068.92 ms
[2022-04-19 15:02:35 main:574] : INFO : Epoch 1677 | loss: 0.0311593 | val_loss: 0.0311714 | Time: 6006.67 ms
[2022-04-19 15:02:41 main:574] : INFO : Epoch 1678 | loss: 0.0311575 | val_loss: 0.0311722 | Time: 6043.58 ms
[2022-04-19 15:02:47 main:574] : INFO : Epoch 1679 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 6070.7 ms
[2022-04-19 15:02:53 main:574] : INFO : Epoch 1680 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 5990.97 ms
[2022-04-19 15:02:59 main:574] : INFO : Epoch 1681 | loss: 0.0311607 | val_loss: 0.031172 | Time: 6132.65 ms
[2022-04-19 15:03:05 main:574] : INFO : Epoch 1682 | loss: 0.031158 | val_loss: 0.0311701 | Time: 6063.05 ms
[2022-04-19 15:03:11 main:574] : INFO : Epoch 1683 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 6025.1 ms
[2022-04-19 15:03:17 main:574] : INFO : Epoch 1684 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 6075.34 ms
[2022-04-19 15:03:23 main:574] : INFO : Epoch 1685 | loss: 0.031156 | val_loss: 0.0311756 | Time: 6023.99 ms
[2022-04-19 15:03:30 main:574] : INFO : Epoch 1686 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 6069.6 ms
[2022-04-19 15:03:36 main:574] : INFO : Epoch 1687 | loss: 0.0311595 | val_loss: 0.0311734 | Time: 6002.23 ms
[2022-04-19 15:03:42 main:574] : INFO : Epoch 1688 | loss: 0.0311587 | val_loss: 0.0311708 | Time: 6030.11 ms
[2022-04-19 15:03:48 main:574] : INFO : Epoch 1689 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 5970.28 ms
[2022-04-19 15:03:54 main:574] : INFO : Epoch 1690 | loss: 0.0311625 | val_loss: 0.031175 | Time: 5986.37 ms
[2022-04-19 15:04:00 main:574] : INFO : Epoch 1691 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 5982.02 ms
[2022-04-19 15:04:06 main:574] : INFO : Epoch 1692 | loss: 0.0311594 | val_loss: 0.031169 | Time: 6001.92 ms
[2022-04-19 15:04:12 main:574] : INFO : Epoch 1693 | loss: 0.0311572 | val_loss: 0.0311711 | Time: 6060.47 ms
[2022-04-19 15:04:18 main:574] : INFO : Epoch 1694 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 6053.94 ms
[2022-04-19 15:04:24 main:574] : INFO : Epoch 1695 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 6066.05 ms
[2022-04-19 15:04:30 main:574] : INFO : Epoch 1696 | loss: 0.0311549 | val_loss: 0.0311722 | Time: 6003.7 ms
[2022-04-19 15:04:36 main:574] : INFO : Epoch 1697 | loss: 0.031156 | val_loss: 0.0311722 | Time: 6048.56 ms
[2022-04-19 15:04:42 main:574] : INFO : Epoch 1698 | loss: 0.0311573 | val_loss: 0.0311775 | Time: 6046.54 ms
[2022-04-19 15:04:48 main:574] : INFO : Epoch 1699 | loss: 0.0311581 | val_loss: 0.0311704 | Time: 6069.85 ms
[2022-04-19 15:04:55 main:574] : INFO : Epoch 1700 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 5992.72 ms
[2022-04-19 15:05:01 main:574] : INFO : Epoch 1701 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 6005.77 ms
[2022-04-19 15:05:07 main:574] : INFO : Epoch 1702 | loss: 0.0311648 | val_loss: 0.0311725 | Time: 6035.39 ms
[2022-04-19 15:05:13 main:574] : INFO : Epoch 1703 | loss: 0.031161 | val_loss: 0.0311763 | Time: 6045.11 ms
[2022-04-19 15:05:19 main:574] : INFO : Epoch 1704 | loss: 0.0311601 | val_loss: 0.031167 | Time: 6060.56 ms
[2022-04-19 15:05:25 main:574] : INFO : Epoch 1705 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 6017.25 ms
[2022-04-19 15:05:31 main:574] : INFO : Epoch 1706 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 6014.53 ms
[2022-04-19 15:05:37 main:574] : INFO : Epoch 1707 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 6026.53 ms
[2022-04-19 15:05:43 main:574] : INFO : Epoch 1708 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 6066.04 ms
[2022-04-19 15:05:49 main:574] : INFO : Epoch 1709 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 6054.6 ms
[2022-04-19 15:05:55 main:574] : INFO : Epoch 1710 | loss: 0.0311581 | val_loss: 0.03117 | Time: 6038.05 ms
[2022-04-19 15:06:01 main:574] : INFO : Epoch 1711 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 5982.86 ms
[2022-04-19 15:06:08 main:574] : INFO : Epoch 1712 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 6041.51 ms
[2022-04-19 15:06:14 main:574] : INFO : Epoch 1713 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 6046.56 ms
[2022-04-19 15:06:20 main:574] : INFO : Epoch 1714 | loss: 0.0311601 | val_loss: 0.031177 | Time: 6047.28 ms
[2022-04-19 15:06:26 main:574] : INFO : Epoch 1715 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 6065.33 ms
[2022-04-19 15:06:32 main:574] : INFO : Epoch 1716 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 6016.46 ms
[2022-04-19 15:06:38 main:574] : INFO : Epoch 1717 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 6067.2 ms
[2022-04-19 15:06:44 main:574] : INFO : Epoch 1718 | loss: 0.031158 | val_loss: 0.0311739 | Time: 6021.9 ms
[2022-04-19 15:06:50 main:574] : INFO : Epoch 1719 | loss: 0.031157 | val_loss: 0.0311728 | Time: 6027.03 ms
[2022-04-19 15:06:56 main:574] : INFO : Epoch 1720 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 6080.09 ms
[2022-04-19 15:07:02 main:574] : INFO : Epoch 1721 | loss: 0.0311546 | val_loss: 0.0311697 | Time: 6031.47 ms
[2022-04-19 15:07:09 main:574] : INFO : Epoch 1722 | loss: 0.0311539 | val_loss: 0.0311703 | Time: 6112.19 ms
[2022-04-19 15:07:15 main:574] : INFO : Epoch 1723 | loss: 0.0311541 | val_loss: 0.031171 | Time: 6092.9 ms
[2022-04-19 15:07:21 main:574] : INFO : Epoch 1724 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 6051.17 ms
[2022-04-19 15:07:27 main:574] : INFO : Epoch 1725 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 5948.23 ms
[2022-04-19 15:07:33 main:574] : INFO : Epoch 1726 | loss: 0.0311567 | val_loss: 0.0311696 | Time: 6029.41 ms
[2022-04-19 15:07:39 main:574] : INFO : Epoch 1727 | loss: 0.031157 | val_loss: 0.0311705 | Time: 6049.09 ms
[2022-04-19 15:07:45 main:574] : INFO : Epoch 1728 | loss: 0.0311565 | val_loss: 0.031169 | Time: 6063.34 ms
[2022-04-19 15:07:51 main:574] : INFO : Epoch 1729 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 6056.06 ms
[2022-04-19 15:07:57 main:574] : INFO : Epoch 1730 | loss: 0.0311567 | val_loss: 0.0311704 | Time: 6025.91 ms
[2022-04-19 15:08:03 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311665 | Time: 6048.32 ms
[2022-04-19 15:08:09 main:574] : INFO : Epoch 1732 | loss: 0.031154 | val_loss: 0.0311679 | Time: 6012.22 ms
[2022-04-19 15:08:16 main:574] : INFO : Epoch 1733 | loss: 0.0311548 | val_loss: 0.031169 | Time: 6032.99 ms
[2022-04-19 15:08:22 main:574] : INFO : Epoch 1734 | loss: 0.0311543 | val_loss: 0.0311702 | Time: 5936.23 ms
[2022-04-19 15:08:28 main:574] : INFO : Epoch 1735 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 6043.81 ms
[2022-04-19 15:08:34 main:574] : INFO : Epoch 1736 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 5959.34 ms
[2022-04-19 15:08:40 main:574] : INFO : Epoch 1737 | loss: 0.0311553 | val_loss: 0.0311714 | Time: 6096.59 ms
[2022-04-19 15:08:46 main:574] : INFO : Epoch 1738 | loss: 0.031154 | val_loss: 0.0311683 | Time: 5961.43 ms
[2022-04-19 15:08:52 main:574] : INFO : Epoch 1739 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 6052.94 ms
[2022-04-19 15:08:58 main:574] : INFO : Epoch 1740 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 6038.99 ms
[2022-04-19 15:09:04 main:574] : INFO : Epoch 1741 | loss: 0.0311586 | val_loss: 0.031169 | Time: 5981.64 ms
[2022-04-19 15:09:10 main:574] : INFO : Epoch 1742 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 6012.51 ms
[2022-04-19 15:09:16 main:574] : INFO : Epoch 1743 | loss: 0.0311569 | val_loss: 0.0311708 | Time: 6067.5 ms
[2022-04-19 15:09:22 main:574] : INFO : Epoch 1744 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 6063.26 ms
[2022-04-19 15:09:28 main:574] : INFO : Epoch 1745 | loss: 0.0311557 | val_loss: 0.0311707 | Time: 6029.69 ms
[2022-04-19 15:09:35 main:574] : INFO : Epoch 1746 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 6064.92 ms
[2022-04-19 15:09:41 main:574] : INFO : Epoch 1747 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 6134.66 ms
[2022-04-19 15:09:47 main:574] : INFO : Epoch 1748 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 5964.12 ms
[2022-04-19 15:09:53 main:574] : INFO : Epoch 1749 | loss: 0.0311547 | val_loss: 0.0311687 | Time: 6093.98 ms
[2022-04-19 15:09:59 main:574] : INFO : Epoch 1750 | loss: 0.0311564 | val_loss: 0.0311749 | Time: 5978.37 ms
[2022-04-19 15:10:05 main:574] : INFO : Epoch 1751 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 6044.85 ms
[2022-04-19 15:10:11 main:574] : INFO : Epoch 1752 | loss: 0.0311545 | val_loss: 0.0311684 | Time: 6027.42 ms
[2022-04-19 15:10:17 main:574] : INFO : Epoch 1753 | loss: 0.0311568 | val_loss: 0.0311746 | Time: 5994.74 ms
[2022-04-19 15:10:23 main:574] : INFO : Epoch 1754 | loss: 0.031159 | val_loss: 0.0311779 | Time: 6002.65 ms
[2022-04-19 15:10:29 main:574] : INFO : Epoch 1755 | loss: 0.0311578 | val_loss: 0.03117 | Time: 5967.22 ms
[2022-04-19 15:10:35 main:574] : INFO : Epoch 1756 | loss: 0.0311518 | val_loss: 0.031166 | Time: 6065.7 ms
[2022-04-19 15:10:41 main:574] : INFO : Epoch 1757 | loss: 0.0311521 | val_loss: 0.0311754 | Time: 6011.28 ms
[2022-04-19 15:10:47 main:574] : INFO : Epoch 1758 | loss: 0.0311555 | val_loss: 0.031171 | Time: 6003.79 ms
[2022-04-19 15:10:53 main:574] : INFO : Epoch 1759 | loss: 0.0311544 | val_loss: 0.0311717 | Time: 6022.55 ms
[2022-04-19 15:11:00 main:574] : INFO : Epoch 1760 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 6037.86 ms
[2022-04-19 15:11:06 main:574] : INFO : Epoch 1761 | loss: 0.0311551 | val_loss: 0.0311692 | Time: 6272.92 ms
[2022-04-19 15:11:12 main:574] : INFO : Epoch 1762 | loss: 0.0311568 | val_loss: 0.031167 | Time: 6053.34 ms
[2022-04-19 15:11:18 main:574] : INFO : Epoch 1763 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 6062.81 ms
[2022-04-19 15:11:24 main:574] : INFO : Epoch 1764 | loss: 0.0311518 | val_loss: 0.0311705 | Time: 6081.71 ms
[2022-04-19 15:11:31 main:574] : INFO : Epoch 1765 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 6310 ms
[2022-04-19 15:11:37 main:574] : INFO : Epoch 1766 | loss: 0.031151 | val_loss: 0.0311674 | Time: 6370.39 ms
[2022-04-19 15:11:43 main:574] : INFO : Epoch 1767 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 6040.89 ms
[2022-04-19 15:11:49 main:574] : INFO : Epoch 1768 | loss: 0.0311507 | val_loss: 0.0311682 | Time: 6023.3 ms
[2022-04-19 15:11:55 main:574] : INFO : Epoch 1769 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 6008.46 ms
[2022-04-19 15:12:01 main:574] : INFO : Epoch 1770 | loss: 0.0311553 | val_loss: 0.03117 | Time: 5982.97 ms
[2022-04-19 15:12:07 main:574] : INFO : Epoch 1771 | loss: 0.0311531 | val_loss: 0.031169 | Time: 6017.85 ms
[2022-04-19 15:12:13 main:574] : INFO : Epoch 1772 | loss: 0.0311512 | val_loss: 0.0311668 | Time: 6086.79 ms
[2022-04-19 15:12:20 main:574] : INFO : Epoch 1773 | loss: 0.0311518 | val_loss: 0.0311725 | Time: 6014.12 ms
[2022-04-19 15:12:26 main:574] : INFO : Epoch 1774 | loss: 0.0311553 | val_loss: 0.0311728 | Time: 5954.76 ms
[2022-04-19 15:12:32 main:574] : INFO : Epoch 1775 | loss: 0.0311515 | val_loss: 0.0311669 | Time: 6063.86 ms
[2022-04-19 15:12:38 main:574] : INFO : Epoch 1776 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 6045.91 ms
[2022-04-19 15:12:44 main:574] : INFO : Epoch 1777 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 6004.17 ms
[2022-04-19 15:12:50 main:574] : INFO : Epoch 1778 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 6000.3 ms
[2022-04-19 15:12:56 main:574] : INFO : Epoch 1779 | loss: 0.0311518 | val_loss: 0.0311682 | Time: 6086.75 ms
[2022-04-19 15:13:02 main:574] : INFO : Epoch 1780 | loss: 0.0311517 | val_loss: 0.0311705 | Time: 6050.85 ms
[2022-04-19 15:13:08 main:574] : INFO : Epoch 1781 | loss: 0.0311517 | val_loss: 0.0311677 | Time: 6020.79 ms
[2022-04-19 15:13:14 main:574] : INFO : Epoch 1782 | loss: 0.0311544 | val_loss: 0.0311751 | Time: 6004.06 ms
[2022-04-19 15:13:20 main:574] : INFO : Epoch 1783 | loss: 0.0311538 | val_loss: 0.0311683 | Time: 5999.51 ms
[2022-04-19 15:13:27 main:574] : INFO : Epoch 1784 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 6252.06 ms
[2022-04-19 15:13:33 main:574] : INFO : Epoch 1785 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 6146.38 ms
[2022-04-19 15:13:39 main:574] : INFO : Epoch 1786 | loss: 0.0311551 | val_loss: 0.0311669 | Time: 6047.82 ms
[2022-04-19 15:13:45 main:574] : INFO : Epoch 1787 | loss: 0.0311529 | val_loss: 0.0311677 | Time: 5915.98 ms
[2022-04-19 15:13:51 main:574] : INFO : Epoch 1788 | loss: 0.0311525 | val_loss: 0.031166 | Time: 5963.81 ms
[2022-04-19 15:13:57 main:574] : INFO : Epoch 1789 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 6240.06 ms
[2022-04-19 15:14:03 main:574] : INFO : Epoch 1790 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 6039.23 ms
[2022-04-19 15:14:09 main:574] : INFO : Epoch 1791 | loss: 0.0311512 | val_loss: 0.0311672 | Time: 6090.13 ms
[2022-04-19 15:14:16 main:574] : INFO : Epoch 1792 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 6038.39 ms
[2022-04-19 15:14:22 main:574] : INFO : Epoch 1793 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 6002.89 ms
[2022-04-19 15:14:28 main:574] : INFO : Epoch 1794 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 5997.45 ms
[2022-04-19 15:14:34 main:574] : INFO : Epoch 1795 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 5945.22 ms
[2022-04-19 15:14:40 main:574] : INFO : Epoch 1796 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 6002.04 ms
[2022-04-19 15:14:46 main:574] : INFO : Epoch 1797 | loss: 0.0311511 | val_loss: 0.0311733 | Time: 5975.77 ms
[2022-04-19 15:14:52 main:574] : INFO : Epoch 1798 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 6013.4 ms
[2022-04-19 15:14:58 main:574] : INFO : Epoch 1799 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 6008.88 ms
[2022-04-19 15:15:04 main:574] : INFO : Epoch 1800 | loss: 0.0311524 | val_loss: 0.0311748 | Time: 6023.86 ms
[2022-04-19 15:15:10 main:574] : INFO : Epoch 1801 | loss: 0.0311521 | val_loss: 0.0311676 | Time: 6084.43 ms
[2022-04-19 15:15:16 main:574] : INFO : Epoch 1802 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 5967.61 ms
[2022-04-19 15:15:22 main:574] : INFO : Epoch 1803 | loss: 0.0311541 | val_loss: 0.0311703 | Time: 6019.33 ms
[2022-04-19 15:15:28 main:574] : INFO : Epoch 1804 | loss: 0.031155 | val_loss: 0.0311721 | Time: 6020.45 ms
[2022-04-19 15:15:34 main:574] : INFO : Epoch 1805 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 5910.41 ms
[2022-04-19 15:15:40 main:574] : INFO : Epoch 1806 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 6004.66 ms
[2022-04-19 15:15:46 main:574] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.0311663 | Time: 6011.4 ms
[2022-04-19 15:15:52 main:574] : INFO : Epoch 1808 | loss: 0.0311571 | val_loss: 0.0311679 | Time: 5973.2 ms
[2022-04-19 15:15:58 main:574] : INFO : Epoch 1809 | loss: 0.0311561 | val_loss: 0.0311667 | Time: 6026.77 ms
[2022-04-19 15:16:04 main:574] : INFO : Epoch 1810 | loss: 0.0311571 | val_loss: 0.031167 | Time: 5998.06 ms
[2022-04-19 15:16:11 main:574] : INFO : Epoch 1811 | loss: 0.0311588 | val_loss: 0.0311672 | Time: 6111.51 ms
[2022-04-19 15:16:17 main:574] : INFO : Epoch 1812 | loss: 0.0311585 | val_loss: 0.0311647 | Time: 5981.5 ms
[2022-04-19 15:16:23 main:574] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.0311651 | Time: 5994.52 ms
[2022-04-19 15:16:29 main:574] : INFO : Epoch 1814 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 6021.74 ms
[2022-04-19 15:16:35 main:574] : INFO : Epoch 1815 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 5957.82 ms
[2022-04-19 15:16:41 main:574] : INFO : Epoch 1816 | loss: 0.0311557 | val_loss: 0.0311659 | Time: 5996.1 ms
[2022-04-19 15:16:47 main:574] : INFO : Epoch 1817 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 5913.25 ms
[2022-04-19 15:16:53 main:574] : INFO : Epoch 1818 | loss: 0.031155 | val_loss: 0.031165 | Time: 6027 ms
[2022-04-19 15:16:59 main:574] : INFO : Epoch 1819 | loss: 0.031156 | val_loss: 0.0311732 | Time: 6096.45 ms
[2022-04-19 15:17:05 main:574] : INFO : Epoch 1820 | loss: 0.0311589 | val_loss: 0.0311743 | Time: 6004 ms
[2022-04-19 15:17:11 main:574] : INFO : Epoch 1821 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 5932.49 ms
[2022-04-19 15:17:17 main:574] : INFO : Epoch 1822 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 5979.89 ms
[2022-04-19 15:17:23 main:574] : INFO : Epoch 1823 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 5963.06 ms
[2022-04-19 15:17:29 main:574] : INFO : Epoch 1824 | loss: 0.0311566 | val_loss: 0.0311656 | Time: 6007.78 ms
[2022-04-19 15:17:35 main:574] : INFO : Epoch 1825 | loss: 0.031154 | val_loss: 0.0311652 | Time: 5953.05 ms
[2022-04-19 15:17:41 main:574] : INFO : Epoch 1826 | loss: 0.0311527 | val_loss: 0.031168 | Time: 5928.52 ms
[2022-04-19 15:17:47 main:574] : INFO : Epoch 1827 | loss: 0.031153 | val_loss: 0.0311674 | Time: 5922.72 ms
[2022-04-19 15:17:53 main:574] : INFO : Epoch 1828 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 5989.14 ms
[2022-04-19 15:17:59 main:574] : INFO : Epoch 1829 | loss: 0.0311533 | val_loss: 0.0311696 | Time: 5973.04 ms
[2022-04-19 15:18:05 main:574] : INFO : Epoch 1830 | loss: 0.0311564 | val_loss: 0.0311668 | Time: 5961.44 ms
[2022-04-19 15:18:11 main:574] : INFO : Epoch 1831 | loss: 0.0311589 | val_loss: 0.0311714 | Time: 5912.87 ms
[2022-04-19 15:18:17 main:574] : INFO : Epoch 1832 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 5910.93 ms
[2022-04-19 15:18:23 main:574] : INFO : Epoch 1833 | loss: 0.0311568 | val_loss: 0.0311687 | Time: 5937.61 ms
[2022-04-19 15:18:29 main:574] : INFO : Epoch 1834 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 5912.94 ms
[2022-04-19 15:18:35 main:574] : INFO : Epoch 1835 | loss: 0.0311561 | val_loss: 0.031168 | Time: 6027.05 ms
[2022-04-19 15:18:41 main:574] : INFO : Epoch 1836 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 5971.75 ms
[2022-04-19 15:18:47 main:574] : INFO : Epoch 1837 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 5947.53 ms
[2022-04-19 15:18:53 main:574] : INFO : Epoch 1838 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 5936.79 ms
[2022-04-19 15:18:59 main:574] : INFO : Epoch 1839 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 5929.05 ms
[2022-04-19 15:19:05 main:574] : INFO : Epoch 1840 | loss: 0.0311551 | val_loss: 0.0311669 | Time: 5983.05 ms
[2022-04-19 15:19:11 main:574] : INFO : Epoch 1841 | loss: 0.0311563 | val_loss: 0.0311717 | Time: 5949.66 ms
[2022-04-19 15:19:17 main:574] : INFO : Epoch 1842 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 5942.32 ms
[2022-04-19 15:19:23 main:574] : INFO : Epoch 1843 | loss: 0.0311562 | val_loss: 0.0311726 | Time: 6022.81 ms
[2022-04-19 15:19:29 main:574] : INFO : Epoch 1844 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 5970.58 ms
[2022-04-19 15:19:35 main:574] : INFO : Epoch 1845 | loss: 0.0311589 | val_loss: 0.031169 | Time: 6000.06 ms
[2022-04-19 15:19:41 main:574] : INFO : Epoch 1846 | loss: 0.0311546 | val_loss: 0.0311707 | Time: 5988.22 ms
[2022-04-19 15:19:47 main:574] : INFO : Epoch 1847 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 5907.18 ms
[2022-04-19 15:19:53 main:574] : INFO : Epoch 1848 | loss: 0.0311527 | val_loss: 0.031169 | Time: 5988.23 ms
[2022-04-19 15:19:59 main:574] : INFO : Epoch 1849 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 5953.88 ms
[2022-04-19 15:20:05 main:574] : INFO : Epoch 1850 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 5973.15 ms
[2022-04-19 15:20:11 main:574] : INFO : Epoch 1851 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 6039.3 ms
[2022-04-19 15:20:18 main:574] : INFO : Epoch 1852 | loss: 0.031154 | val_loss: 0.0311656 | Time: 5948.31 ms
[2022-04-19 15:20:24 main:574] : INFO : Epoch 1853 | loss: 0.0311538 | val_loss: 0.0311665 | Time: 5991.27 ms
[2022-04-19 15:20:30 main:574] : INFO : Epoch 1854 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 5938.89 ms
[2022-04-19 15:20:36 main:574] : INFO : Epoch 1855 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 5956.11 ms
[2022-04-19 15:20:42 main:574] : INFO : Epoch 1856 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 5966.05 ms
[2022-04-19 15:20:48 main:574] : INFO : Epoch 1857 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 5948.27 ms
[2022-04-19 15:20:54 main:574] : INFO : Epoch 1858 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 5940.9 ms
[2022-04-19 15:21:00 main:574] : INFO : Epoch 1859 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 5969.47 ms
[2022-04-19 15:21:06 main:574] : INFO : Epoch 1860 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 6023.47 ms
[2022-04-19 15:21:12 main:574] : INFO : Epoch 1861 | loss: 0.0311545 | val_loss: 0.0311709 | Time: 5977.56 ms
[2022-04-19 15:21:18 main:574] : INFO : Epoch 1862 | loss: 0.0311524 | val_loss: 0.0311655 | Time: 6012.38 ms
[2022-04-19 15:21:24 main:574] : INFO : Epoch 1863 | loss: 0.0311517 | val_loss: 0.0311663 | Time: 6009.78 ms
[2022-04-19 15:21:30 main:574] : INFO : Epoch 1864 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 5958.5 ms
[2022-04-19 15:21:36 main:574] : INFO : Epoch 1865 | loss: 0.031156 | val_loss: 0.0311673 | Time: 5988.23 ms
[2022-04-19 15:21:42 main:574] : INFO : Epoch 1866 | loss: 0.0311517 | val_loss: 0.0311684 | Time: 5998.38 ms
[2022-04-19 15:21:48 main:574] : INFO : Epoch 1867 | loss: 0.0311552 | val_loss: 0.0311771 | Time: 6032.08 ms
[2022-04-19 15:21:54 main:574] : INFO : Epoch 1868 | loss: 0.0311576 | val_loss: 0.03117 | Time: 5965.8 ms
[2022-04-19 15:22:00 main:574] : INFO : Epoch 1869 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 6030.12 ms
[2022-04-19 15:22:06 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311687 | Time: 6003.41 ms
[2022-04-19 15:22:12 main:574] : INFO : Epoch 1871 | loss: 0.0311514 | val_loss: 0.0311691 | Time: 5962.22 ms
[2022-04-19 15:22:18 main:574] : INFO : Epoch 1872 | loss: 0.0311503 | val_loss: 0.0311663 | Time: 5973.06 ms
[2022-04-19 15:22:24 main:574] : INFO : Epoch 1873 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 5964.55 ms
[2022-04-19 15:22:30 main:574] : INFO : Epoch 1874 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 6016.11 ms
[2022-04-19 15:22:36 main:574] : INFO : Epoch 1875 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 5950.05 ms
[2022-04-19 15:22:42 main:574] : INFO : Epoch 1876 | loss: 0.0311522 | val_loss: 0.0311663 | Time: 5903.3 ms
[2022-04-19 15:22:48 main:574] : INFO : Epoch 1877 | loss: 0.031151 | val_loss: 0.0311685 | Time: 5983.82 ms
[2022-04-19 15:22:54 main:574] : INFO : Epoch 1878 | loss: 0.0311513 | val_loss: 0.031185 | Time: 5957.32 ms
[2022-04-19 15:23:00 main:574] : INFO : Epoch 1879 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 5980.24 ms
[2022-04-19 15:23:06 main:574] : INFO : Epoch 1880 | loss: 0.0311509 | val_loss: 0.0311659 | Time: 5966.74 ms
[2022-04-19 15:23:12 main:574] : INFO : Epoch 1881 | loss: 0.0311509 | val_loss: 0.031166 | Time: 5960.46 ms
[2022-04-19 15:23:18 main:574] : INFO : Epoch 1882 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 5985.05 ms
[2022-04-19 15:23:25 main:574] : INFO : Epoch 1883 | loss: 0.0311504 | val_loss: 0.031167 | Time: 6013.77 ms
[2022-04-19 15:23:31 main:574] : INFO : Epoch 1884 | loss: 0.0311502 | val_loss: 0.0311665 | Time: 5954.59 ms
[2022-04-19 15:23:37 main:574] : INFO : Epoch 1885 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 5893.83 ms
[2022-04-19 15:23:43 main:574] : INFO : Epoch 1886 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 6063.91 ms
[2022-04-19 15:23:49 main:574] : INFO : Epoch 1887 | loss: 0.031149 | val_loss: 0.0311685 | Time: 5985.14 ms
[2022-04-19 15:23:55 main:574] : INFO : Epoch 1888 | loss: 0.0311487 | val_loss: 0.0311865 | Time: 5965.33 ms
[2022-04-19 15:24:01 main:574] : INFO : Epoch 1889 | loss: 0.0311586 | val_loss: 0.0311849 | Time: 5956.78 ms
[2022-04-19 15:24:07 main:574] : INFO : Epoch 1890 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 5964.81 ms
[2022-04-19 15:24:13 main:574] : INFO : Epoch 1891 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 6063.9 ms
[2022-04-19 15:24:19 main:574] : INFO : Epoch 1892 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 5965.74 ms
[2022-04-19 15:24:25 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 5977.86 ms
[2022-04-19 15:24:31 main:574] : INFO : Epoch 1894 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 5972.69 ms
[2022-04-19 15:24:37 main:574] : INFO : Epoch 1895 | loss: 0.0311662 | val_loss: 0.03117 | Time: 5994.29 ms
[2022-04-19 15:24:43 main:574] : INFO : Epoch 1896 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 6040.96 ms
[2022-04-19 15:24:49 main:574] : INFO : Epoch 1897 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 5959.22 ms
[2022-04-19 15:24:55 main:574] : INFO : Epoch 1898 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 6009.93 ms
[2022-04-19 15:25:01 main:574] : INFO : Epoch 1899 | loss: 0.031157 | val_loss: 0.0311656 | Time: 6007.48 ms
[2022-04-19 15:25:07 main:574] : INFO : Epoch 1900 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 6058.52 ms
[2022-04-19 15:25:13 main:574] : INFO : Epoch 1901 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 5973.37 ms
[2022-04-19 15:25:19 main:574] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311664 | Time: 5967.55 ms
[2022-04-19 15:25:25 main:574] : INFO : Epoch 1903 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 5984.8 ms
[2022-04-19 15:25:31 main:574] : INFO : Epoch 1904 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 5935.69 ms
[2022-04-19 15:25:37 main:574] : INFO : Epoch 1905 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 6080.79 ms
[2022-04-19 15:25:44 main:574] : INFO : Epoch 1906 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 6058.31 ms
[2022-04-19 15:25:50 main:574] : INFO : Epoch 1907 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 6041.76 ms
[2022-04-19 15:25:56 main:574] : INFO : Epoch 1908 | loss: 0.0311568 | val_loss: 0.0311664 | Time: 6028.68 ms
[2022-04-19 15:26:02 main:574] : INFO : Epoch 1909 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 5950.79 ms
[2022-04-19 15:26:08 main:574] : INFO : Epoch 1910 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 6024.32 ms
[2022-04-19 15:26:14 main:574] : INFO : Epoch 1911 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 6068.11 ms
[2022-04-19 15:26:20 main:574] : INFO : Epoch 1912 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 5969.11 ms
[2022-04-19 15:26:26 main:574] : INFO : Epoch 1913 | loss: 0.031153 | val_loss: 0.0311689 | Time: 6027.92 ms
[2022-04-19 15:26:32 main:574] : INFO : Epoch 1914 | loss: 0.031153 | val_loss: 0.0311639 | Time: 5966.97 ms
[2022-04-19 15:26:38 main:574] : INFO : Epoch 1915 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 6039.26 ms
[2022-04-19 15:26:44 main:574] : INFO : Epoch 1916 | loss: 0.0311531 | val_loss: 0.0311672 | Time: 5905.98 ms
[2022-04-19 15:26:50 main:574] : INFO : Epoch 1917 | loss: 0.0311522 | val_loss: 0.031165 | Time: 5913.25 ms
[2022-04-19 15:26:56 main:574] : INFO : Epoch 1918 | loss: 0.0311523 | val_loss: 0.031168 | Time: 6021.92 ms
[2022-04-19 15:27:02 main:574] : INFO : Epoch 1919 | loss: 0.0311543 | val_loss: 0.0311683 | Time: 5984.11 ms
[2022-04-19 15:27:08 main:574] : INFO : Epoch 1920 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 5953.5 ms
[2022-04-19 15:27:14 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 5984.05 ms
[2022-04-19 15:27:20 main:574] : INFO : Epoch 1922 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 6014.72 ms
[2022-04-19 15:27:26 main:574] : INFO : Epoch 1923 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 6005.36 ms
[2022-04-19 15:27:32 main:574] : INFO : Epoch 1924 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 5921.9 ms
[2022-04-19 15:27:38 main:574] : INFO : Epoch 1925 | loss: 0.0311518 | val_loss: 0.031176 | Time: 6010.71 ms
[2022-04-19 15:27:44 main:574] : INFO : Epoch 1926 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 5953.47 ms
[2022-04-19 15:27:50 main:574] : INFO : Epoch 1927 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 5989.83 ms
[2022-04-19 15:27:56 main:574] : INFO : Epoch 1928 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 5979.83 ms
[2022-04-19 15:28:02 main:574] : INFO : Epoch 1929 | loss: 0.031153 | val_loss: 0.0311665 | Time: 5987.96 ms
[2022-04-19 15:28:08 main:574] : INFO : Epoch 1930 | loss: 0.0311513 | val_loss: 0.0311645 | Time: 5944.22 ms
[2022-04-19 15:28:15 main:574] : INFO : Epoch 1931 | loss: 0.031155 | val_loss: 0.0311725 | Time: 5968.86 ms
[2022-04-19 15:28:21 main:574] : INFO : Epoch 1932 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 5964.96 ms
[2022-04-19 15:28:27 main:574] : INFO : Epoch 1933 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 5972.7 ms
[2022-04-19 15:28:33 main:574] : INFO : Epoch 1934 | loss: 0.0311607 | val_loss: 0.0311762 | Time: 5963.58 ms
[2022-04-19 15:28:39 main:574] : INFO : Epoch 1935 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 5935.62 ms
[2022-04-19 15:28:45 main:574] : INFO : Epoch 1936 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 5936.65 ms
[2022-04-19 15:28:51 main:574] : INFO : Epoch 1937 | loss: 0.03116 | val_loss: 0.0311698 | Time: 5958.9 ms
[2022-04-19 15:28:57 main:574] : INFO : Epoch 1938 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 5987.92 ms
[2022-04-19 15:29:03 main:574] : INFO : Epoch 1939 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 6020.78 ms
[2022-04-19 15:29:09 main:574] : INFO : Epoch 1940 | loss: 0.0311573 | val_loss: 0.0311642 | Time: 5939.19 ms
[2022-04-19 15:29:15 main:574] : INFO : Epoch 1941 | loss: 0.0311587 | val_loss: 0.0311766 | Time: 5911.85 ms
[2022-04-19 15:29:21 main:574] : INFO : Epoch 1942 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 5955.12 ms
[2022-04-19 15:29:27 main:574] : INFO : Epoch 1943 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 5992.73 ms
[2022-04-19 15:29:33 main:574] : INFO : Epoch 1944 | loss: 0.0311554 | val_loss: 0.0311654 | Time: 5919.73 ms
[2022-04-19 15:29:39 main:574] : INFO : Epoch 1945 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 5968.02 ms
[2022-04-19 15:29:45 main:574] : INFO : Epoch 1946 | loss: 0.0311556 | val_loss: 0.031177 | Time: 5954.44 ms
[2022-04-19 15:29:51 main:574] : INFO : Epoch 1947 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 6005.46 ms
[2022-04-19 15:29:57 main:574] : INFO : Epoch 1948 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 6025 ms
[2022-04-19 15:30:03 main:574] : INFO : Epoch 1949 | loss: 0.031157 | val_loss: 0.0311644 | Time: 6002.01 ms
[2022-04-19 15:30:09 main:574] : INFO : Epoch 1950 | loss: 0.0311534 | val_loss: 0.0311644 | Time: 5998.64 ms
[2022-04-19 15:30:15 main:574] : INFO : Epoch 1951 | loss: 0.031154 | val_loss: 0.0311621 | Time: 6041.98 ms
[2022-04-19 15:30:21 main:574] : INFO : Epoch 1952 | loss: 0.0311514 | val_loss: 0.0311625 | Time: 5982.01 ms
[2022-04-19 15:30:27 main:574] : INFO : Epoch 1953 | loss: 0.0311529 | val_loss: 0.0311643 | Time: 5992.35 ms
[2022-04-19 15:30:33 main:574] : INFO : Epoch 1954 | loss: 0.0311542 | val_loss: 0.0311736 | Time: 6051.36 ms
[2022-04-19 15:30:39 main:574] : INFO : Epoch 1955 | loss: 0.0311546 | val_loss: 0.031169 | Time: 6014.08 ms
[2022-04-19 15:30:45 main:574] : INFO : Epoch 1956 | loss: 0.0311529 | val_loss: 0.0311627 | Time: 6004.65 ms
[2022-04-19 15:30:51 main:574] : INFO : Epoch 1957 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 5976.96 ms
[2022-04-19 15:30:57 main:574] : INFO : Epoch 1958 | loss: 0.0311527 | val_loss: 0.0311649 | Time: 5935.04 ms
[2022-04-19 15:31:03 main:574] : INFO : Epoch 1959 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 5931.68 ms
[2022-04-19 15:31:09 main:574] : INFO : Epoch 1960 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 5969.63 ms
[2022-04-19 15:31:15 main:574] : INFO : Epoch 1961 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 6022.24 ms
[2022-04-19 15:31:21 main:574] : INFO : Epoch 1962 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 5990.55 ms
[2022-04-19 15:31:27 main:574] : INFO : Epoch 1963 | loss: 0.0311571 | val_loss: 0.0311662 | Time: 5725.1 ms
[2022-04-19 15:31:33 main:574] : INFO : Epoch 1964 | loss: 0.0311552 | val_loss: 0.0311658 | Time: 6040.04 ms
[2022-04-19 15:31:39 main:574] : INFO : Epoch 1965 | loss: 0.0311595 | val_loss: 0.0311654 | Time: 5986.79 ms
[2022-04-19 15:31:45 main:574] : INFO : Epoch 1966 | loss: 0.0311547 | val_loss: 0.031164 | Time: 5995.57 ms
[2022-04-19 15:31:51 main:574] : INFO : Epoch 1967 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 6029.24 ms
[2022-04-19 15:31:57 main:574] : INFO : Epoch 1968 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 6005.57 ms
[2022-04-19 15:32:03 main:574] : INFO : Epoch 1969 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 5800.53 ms
[2022-04-19 15:32:09 main:574] : INFO : Epoch 1970 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 5992.78 ms
[2022-04-19 15:32:15 main:574] : INFO : Epoch 1971 | loss: 0.031154 | val_loss: 0.0311634 | Time: 6016.49 ms
[2022-04-19 15:32:21 main:574] : INFO : Epoch 1972 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 5985.56 ms
[2022-04-19 15:32:27 main:574] : INFO : Epoch 1973 | loss: 0.0311524 | val_loss: 0.0311633 | Time: 5911.56 ms
[2022-04-19 15:32:33 main:574] : INFO : Epoch 1974 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 6023.06 ms
[2022-04-19 15:32:40 main:574] : INFO : Epoch 1975 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 6052.11 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-04-19 16:42:29 main:435] : INFO : Set logging level to 1
[2022-04-19 16:42:29 main:441] : INFO : Running in BOINC Client mode
[2022-04-19 16:42:29 main:444] : INFO : Resolving all filenames
[2022-04-19 16:42:29 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-19 16:42:29 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-19 16:42:29 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-19 16:42:30 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-19 16:42:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-19 16:42:30 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-19 16:42:30 main:474] : INFO : Configuration:
[2022-04-19 16:42:30 main:475] : INFO : Model type: GRU
[2022-04-19 16:42:30 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-19 16:42:30 main:477] : INFO : Max Epochs: 2048
[2022-04-19 16:42:30 main:478] : INFO : Batch Size: 128
[2022-04-19 16:42:30 main:479] : INFO : Learning Rate: 0.01
[2022-04-19 16:42:30 main:480] : INFO : Patience: 10
[2022-04-19 16:42:30 main:481] : INFO : Hidden Width: 12
[2022-04-19 16:42:30 main:482] : INFO : # Recurrent Layers: 4
[2022-04-19 16:42:30 main:483] : INFO : # Backend Layers: 4
[2022-04-19 16:42:30 main:484] : INFO : # Threads: 1
[2022-04-19 16:42:30 main:486] : INFO : Preparing Dataset
[2022-04-19 16:42:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-19 16:42:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-19 16:42:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-19 16:42:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-19 16:42:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-19 16:42:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-19 16:42:34 main:494] : INFO : Creating Model
[2022-04-19 16:42:35 main:507] : INFO : Preparing config file
[2022-04-19 16:42:35 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-19 16:42:35 main:512] : INFO : Loading config
[2022-04-19 16:42:35 main:514] : INFO : Loading state
[2022-04-19 16:42:41 main:559] : INFO : Loading DataLoader into Memory
[2022-04-19 16:42:41 main:562] : INFO : Starting Training
[2022-04-19 16:42:50 main:574] : INFO : Epoch 1975 | loss: 0.0312281 | val_loss: 0.0311748 | Time: 8628.98 ms
[2022-04-19 16:42:56 main:574] : INFO : Epoch 1976 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 5957.7 ms
[2022-04-19 16:43:02 main:574] : INFO : Epoch 1977 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 5726.41 ms
[2022-04-19 16:43:08 main:574] : INFO : Epoch 1978 | loss: 0.0311526 | val_loss: 0.0311656 | Time: 5852.16 ms
[2022-04-19 16:43:14 main:574] : INFO : Epoch 1979 | loss: 0.031153 | val_loss: 0.0311635 | Time: 5729.14 ms
[2022-04-19 16:43:20 main:574] : INFO : Epoch 1980 | loss: 0.0311524 | val_loss: 0.0311613 | Time: 5855.36 ms
[2022-04-19 16:43:25 main:574] : INFO : Epoch 1981 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 5738.51 ms
[2022-04-19 16:43:31 main:574] : INFO : Epoch 1982 | loss: 0.0311507 | val_loss: 0.0311617 | Time: 5680.26 ms
[2022-04-19 16:43:37 main:574] : INFO : Epoch 1983 | loss: 0.0311514 | val_loss: 0.0311623 | Time: 5647.18 ms
[2022-04-19 16:43:43 main:574] : INFO : Epoch 1984 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 5578.03 ms
[2022-04-19 16:43:48 main:574] : INFO : Epoch 1985 | loss: 0.03115 | val_loss: 0.0311614 | Time: 5826.67 ms
[2022-04-19 16:43:54 main:574] : INFO : Epoch 1986 | loss: 0.0311499 | val_loss: 0.031164 | Time: 5775.64 ms
[2022-04-19 16:44:00 main:574] : INFO : Epoch 1987 | loss: 0.031157 | val_loss: 0.031172 | Time: 5674.85 ms
[2022-04-19 16:44:06 main:574] : INFO : Epoch 1988 | loss: 0.0311535 | val_loss: 0.0311641 | Time: 5750.23 ms
[2022-04-19 16:44:11 main:574] : INFO : Epoch 1989 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 5648.5 ms
[2022-04-19 16:44:17 main:574] : INFO : Epoch 1990 | loss: 0.0311524 | val_loss: 0.0311613 | Time: 5718.12 ms
[2022-04-19 16:44:23 main:574] : INFO : Epoch 1991 | loss: 0.0311497 | val_loss: 0.031165 | Time: 5750.13 ms
[2022-04-19 16:44:29 main:574] : INFO : Epoch 1992 | loss: 0.0311497 | val_loss: 0.0311663 | Time: 5689.89 ms
[2022-04-19 16:44:35 main:574] : INFO : Epoch 1993 | loss: 0.0311489 | val_loss: 0.0311633 | Time: 5695.05 ms
[2022-04-19 16:44:40 main:574] : INFO : Epoch 1994 | loss: 0.0311507 | val_loss: 0.0311753 | Time: 5578.51 ms
[2022-04-19 16:44:46 main:574] : INFO : Epoch 1995 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 5745.32 ms
[2022-04-19 16:44:52 main:574] : INFO : Epoch 1996 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 5647.51 ms
[2022-04-19 16:44:57 main:574] : INFO : Epoch 1997 | loss: 0.0311505 | val_loss: 0.031163 | Time: 5623.97 ms
[2022-04-19 16:45:03 main:574] : INFO : Epoch 1998 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 5643.42 ms
[2022-04-19 16:45:09 main:574] : INFO : Epoch 1999 | loss: 0.0311484 | val_loss: 0.0311641 | Time: 5649.49 ms
[2022-04-19 16:45:14 main:574] : INFO : Epoch 2000 | loss: 0.0311495 | val_loss: 0.0311651 | Time: 5631.94 ms
[2022-04-19 16:45:20 main:574] : INFO : Epoch 2001 | loss: 0.0311493 | val_loss: 0.0311624 | Time: 5708.62 ms
[2022-04-19 16:45:26 main:574] : INFO : Epoch 2002 | loss: 0.0311478 | val_loss: 0.0311663 | Time: 5719.31 ms
[2022-04-19 16:45:32 main:574] : INFO : Epoch 2003 | loss: 0.031149 | val_loss: 0.031169 | Time: 5803.85 ms
[2022-04-19 16:45:38 main:574] : INFO : Epoch 2004 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 5779.94 ms
[2022-04-19 16:45:43 main:574] : INFO : Epoch 2005 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 5645.56 ms
[2022-04-19 16:45:49 main:574] : INFO : Epoch 2006 | loss: 0.0311491 | val_loss: 0.0311632 | Time: 5698.99 ms
[2022-04-19 16:45:55 main:574] : INFO : Epoch 2007 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 5727.28 ms
[2022-04-19 16:46:01 main:574] : INFO : Epoch 2008 | loss: 0.0311517 | val_loss: 0.0311668 | Time: 5667.76 ms
[2022-04-19 16:46:06 main:574] : INFO : Epoch 2009 | loss: 0.0311536 | val_loss: 0.0311649 | Time: 5727.61 ms
[2022-04-19 16:46:12 main:574] : INFO : Epoch 2010 | loss: 0.031153 | val_loss: 0.0311678 | Time: 5829.13 ms
[2022-04-19 16:46:18 main:574] : INFO : Epoch 2011 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 5753.28 ms
[2022-04-19 16:46:24 main:574] : INFO : Epoch 2012 | loss: 0.0311503 | val_loss: 0.0311627 | Time: 5842.39 ms
[2022-04-19 16:46:30 main:574] : INFO : Epoch 2013 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 5918.72 ms
[2022-04-19 16:46:36 main:574] : INFO : Epoch 2014 | loss: 0.0311489 | val_loss: 0.0311623 | Time: 5800.26 ms
[2022-04-19 16:46:42 main:574] : INFO : Epoch 2015 | loss: 0.031152 | val_loss: 0.0311616 | Time: 5735.06 ms
[2022-04-19 16:46:47 main:574] : INFO : Epoch 2016 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 5798.61 ms
[2022-04-19 16:46:53 main:574] : INFO : Epoch 2017 | loss: 0.0311502 | val_loss: 0.0311717 | Time: 5852.75 ms
[2022-04-19 16:46:59 main:574] : INFO : Epoch 2018 | loss: 0.0311516 | val_loss: 0.0311725 | Time: 6100.06 ms
[2022-04-19 16:47:06 main:574] : INFO : Epoch 2019 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 6137.33 ms
[2022-04-19 16:47:12 main:574] : INFO : Epoch 2020 | loss: 0.0311494 | val_loss: 0.0311622 | Time: 5907.02 ms
[2022-04-19 16:47:17 main:574] : INFO : Epoch 2021 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 5773.58 ms
[2022-04-19 16:47:23 main:574] : INFO : Epoch 2022 | loss: 0.0311496 | val_loss: 0.0311614 | Time: 5856.89 ms
[2022-04-19 16:47:29 main:574] : INFO : Epoch 2023 | loss: 0.0311473 | val_loss: 0.0311618 | Time: 5735.45 ms
[2022-04-19 16:47:35 main:574] : INFO : Epoch 2024 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 5830.11 ms
[2022-04-19 16:47:41 main:574] : INFO : Epoch 2025 | loss: 0.0311463 | val_loss: 0.031164 | Time: 5786.28 ms
[2022-04-19 16:47:47 main:574] : INFO : Epoch 2026 | loss: 0.0311477 | val_loss: 0.0311675 | Time: 5734.79 ms
[2022-04-19 16:47:53 main:574] : INFO : Epoch 2027 | loss: 0.0311476 | val_loss: 0.0311636 | Time: 5928.45 ms
[2022-04-19 16:47:59 main:574] : INFO : Epoch 2028 | loss: 0.0311459 | val_loss: 0.031162 | Time: 6006.09 ms
[2022-04-19 16:48:05 main:574] : INFO : Epoch 2029 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 6124.35 ms
[2022-04-19 16:48:11 main:574] : INFO : Epoch 2030 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 5754.25 ms
[2022-04-19 16:48:16 main:574] : INFO : Epoch 2031 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 5717.77 ms
[2022-04-19 16:48:22 main:574] : INFO : Epoch 2032 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 5786.9 ms
[2022-04-19 16:48:28 main:574] : INFO : Epoch 2033 | loss: 0.0311532 | val_loss: 0.0311671 | Time: 5808.97 ms
[2022-04-19 16:48:34 main:574] : INFO : Epoch 2034 | loss: 0.0311622 | val_loss: 0.0311677 | Time: 5712.28 ms
[2022-04-19 16:48:40 main:574] : INFO : Epoch 2035 | loss: 0.0311614 | val_loss: 0.0311625 | Time: 5697.6 ms
[2022-04-19 16:48:45 main:574] : INFO : Epoch 2036 | loss: 0.0311597 | val_loss: 0.0311624 | Time: 5819.32 ms
[2022-04-19 16:48:51 main:574] : INFO : Epoch 2037 | loss: 0.0311561 | val_loss: 0.0311621 | Time: 5778.8 ms
[2022-04-19 16:48:57 main:574] : INFO : Epoch 2038 | loss: 0.0311548 | val_loss: 0.0311613 | Time: 5747.34 ms
[2022-04-19 16:49:03 main:574] : INFO : Epoch 2039 | loss: 0.0311532 | val_loss: 0.0311617 | Time: 5730.34 ms
[2022-04-19 16:49:09 main:574] : INFO : Epoch 2040 | loss: 0.0311543 | val_loss: 0.0311628 | Time: 6180.64 ms
[2022-04-19 16:49:15 main:574] : INFO : Epoch 2041 | loss: 0.0311552 | val_loss: 0.031161 | Time: 5781.85 ms
[2022-04-19 16:49:21 main:574] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 5684.28 ms
[2022-04-19 16:49:27 main:574] : INFO : Epoch 2043 | loss: 0.0311528 | val_loss: 0.031167 | Time: 5861.02 ms
[2022-04-19 16:49:32 main:574] : INFO : Epoch 2044 | loss: 0.0311564 | val_loss: 0.0311616 | Time: 5711.1 ms
[2022-04-19 16:49:38 main:574] : INFO : Epoch 2045 | loss: 0.0311565 | val_loss: 0.031166 | Time: 5725.61 ms
[2022-04-19 16:49:44 main:574] : INFO : Epoch 2046 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 5780.4 ms
[2022-04-19 16:49:50 main:574] : INFO : Epoch 2047 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 5805.71 ms
[2022-04-19 16:49:56 main:574] : INFO : Epoch 2048 | loss: 0.0311557 | val_loss: 0.0311626 | Time: 5777.95 ms
[2022-04-19 16:49:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311626
[2022-04-19 16:49:56 main:603] : INFO : Saving end state to config to file
[2022-04-19 16:49:56 main:608] : INFO : Success, exiting..
16:49:56 (15832): 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)