Task 3898385
| Name | ParityModified-1611091558-5766-2_0 |
| Workunit | 2053180 |
| Created | 31 Jan 2021, 13:51:14 UTC |
| Sent | 1 Feb 2021, 13:48:58 UTC |
| Report deadline | 8 Feb 2021, 13:48:58 UTC |
| Received | 1 Feb 2021, 19:22:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 47 min 45 sec |
| CPU time | 46 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1610 | loss: 0.0311605 | val_loss: 0.0311719 | Time: 1265.4 ms
[2021-02-01 18:59:18 main:574] : INFO : Epoch 1611 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 1557.24 ms
[2021-02-01 18:59:19 main:574] : INFO : Epoch 1612 | loss: 0.0311622 | val_loss: 0.031176 | Time: 1254.7 ms
[2021-02-01 18:59:21 main:574] : INFO : Epoch 1613 | loss: 0.0311602 | val_loss: 0.0311741 | Time: 1308.72 ms
[2021-02-01 18:59:32 main:574] : INFO : Epoch 1614 | loss: 0.0311598 | val_loss: 0.0311722 | Time: 11670.7 ms
[2021-02-01 18:59:34 main:574] : INFO : Epoch 1615 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 1232.52 ms
[2021-02-01 18:59:35 main:574] : INFO : Epoch 1616 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 1356.52 ms
[2021-02-01 18:59:37 main:574] : INFO : Epoch 1617 | loss: 0.0311573 | val_loss: 0.0311747 | Time: 1572.39 ms
[2021-02-01 18:59:38 main:574] : INFO : Epoch 1618 | loss: 0.031157 | val_loss: 0.0311737 | Time: 1297.68 ms
[2021-02-01 18:59:39 main:574] : INFO : Epoch 1619 | loss: 0.0311575 | val_loss: 0.0311765 | Time: 1474.6 ms
[2021-02-01 18:59:41 main:574] : INFO : Epoch 1620 | loss: 0.0311596 | val_loss: 0.0311764 | Time: 1439.24 ms
[2021-02-01 18:59:42 main:574] : INFO : Epoch 1621 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 1290.86 ms
[2021-02-01 18:59:44 main:574] : INFO : Epoch 1622 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 1670.73 ms
[2021-02-01 18:59:45 main:574] : INFO : Epoch 1623 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1254.95 ms
[2021-02-01 18:59:46 main:574] : INFO : Epoch 1624 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 1270.32 ms
[2021-02-01 18:59:48 main:574] : INFO : Epoch 1625 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 1635.47 ms
[2021-02-01 18:59:49 main:574] : INFO : Epoch 1626 | loss: 0.0311581 | val_loss: 0.0311738 | Time: 1272.66 ms
[2021-02-01 18:59:51 main:574] : INFO : Epoch 1627 | loss: 0.0311585 | val_loss: 0.0311726 | Time: 1254.88 ms
[2021-02-01 18:59:52 main:574] : INFO : Epoch 1628 | loss: 0.0311586 | val_loss: 0.0311736 | Time: 1660.67 ms
[2021-02-01 18:59:54 main:574] : INFO : Epoch 1629 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 1348.63 ms
[2021-02-01 18:59:55 main:574] : INFO : Epoch 1630 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1277.94 ms
[2021-02-01 18:59:56 main:574] : INFO : Epoch 1631 | loss: 0.0311597 | val_loss: 0.031172 | Time: 1601.26 ms
[2021-02-01 18:59:58 main:574] : INFO : Epoch 1632 | loss: 0.0311579 | val_loss: 0.0311723 | Time: 1266.62 ms
[2021-02-01 18:59:59 main:574] : INFO : Epoch 1633 | loss: 0.0311593 | val_loss: 0.0311735 | Time: 1358.58 ms
[2021-02-01 19:00:01 main:574] : INFO : Epoch 1634 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 1549.91 ms
[2021-02-01 19:00:12 main:574] : INFO : Epoch 1635 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 11509.4 ms
[2021-02-01 19:00:14 main:574] : INFO : Epoch 1636 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 1842.58 ms
[2021-02-01 19:00:15 main:574] : INFO : Epoch 1637 | loss: 0.0311606 | val_loss: 0.0311696 | Time: 1225.14 ms
[2021-02-01 19:00:17 main:574] : INFO : Epoch 1638 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 1245.58 ms
[2021-02-01 19:00:18 main:574] : INFO : Epoch 1639 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 1632.06 ms
[2021-02-01 19:00:19 main:574] : INFO : Epoch 1640 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 1211.72 ms
[2021-02-01 19:00:21 main:574] : INFO : Epoch 1641 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 1236.91 ms
[2021-02-01 19:00:22 main:574] : INFO : Epoch 1642 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1602.32 ms
[2021-02-01 19:00:23 main:574] : INFO : Epoch 1643 | loss: 0.031159 | val_loss: 0.0311735 | Time: 1241.56 ms
[2021-02-01 19:00:25 main:574] : INFO : Epoch 1644 | loss: 0.031162 | val_loss: 0.0311746 | Time: 1231.59 ms
[2021-02-01 19:00:26 main:574] : INFO : Epoch 1645 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 1613.21 ms
[2021-02-01 19:00:28 main:574] : INFO : Epoch 1646 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 1227.9 ms
[2021-02-01 19:00:29 main:574] : INFO : Epoch 1647 | loss: 0.0311584 | val_loss: 0.0311752 | Time: 1231.06 ms
[2021-02-01 19:00:30 main:574] : INFO : Epoch 1648 | loss: 0.0311591 | val_loss: 0.031175 | Time: 1565.19 ms
[2021-02-01 19:00:32 main:574] : INFO : Epoch 1649 | loss: 0.0311577 | val_loss: 0.0311721 | Time: 1273.79 ms
[2021-02-01 19:00:33 main:574] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.031173 | Time: 1273.41 ms
[2021-02-01 19:00:35 main:574] : INFO : Epoch 1651 | loss: 0.0311563 | val_loss: 0.0311732 | Time: 1575.5 ms
[2021-02-01 19:00:36 main:574] : INFO : Epoch 1652 | loss: 0.0311565 | val_loss: 0.0311745 | Time: 1246.69 ms
[2021-02-01 19:00:37 main:574] : INFO : Epoch 1653 | loss: 0.0311561 | val_loss: 0.0311732 | Time: 1281.04 ms
[2021-02-01 19:00:39 main:574] : INFO : Epoch 1654 | loss: 0.0311551 | val_loss: 0.0311789 | Time: 1623.72 ms
[2021-02-01 19:00:40 main:574] : INFO : Epoch 1655 | loss: 0.0311565 | val_loss: 0.0311775 | Time: 1246.31 ms
[2021-02-01 19:00:41 main:574] : INFO : Epoch 1656 | loss: 0.0311562 | val_loss: 0.0311756 | Time: 1372.11 ms
[2021-02-01 19:00:43 main:574] : INFO : Epoch 1657 | loss: 0.0311573 | val_loss: 0.0311774 | Time: 1427.93 ms
[2021-02-01 19:00:44 main:574] : INFO : Epoch 1658 | loss: 0.0311564 | val_loss: 0.0311773 | Time: 1303.96 ms
[2021-02-01 19:00:46 main:574] : INFO : Epoch 1659 | loss: 0.0311566 | val_loss: 0.0311759 | Time: 1411.53 ms
[2021-02-01 19:00:47 main:574] : INFO : Epoch 1660 | loss: 0.0311558 | val_loss: 0.0311754 | Time: 1474.34 ms
[2021-02-01 19:00:48 main:574] : INFO : Epoch 1661 | loss: 0.0311559 | val_loss: 0.0311733 | Time: 1295.61 ms
[2021-02-01 19:00:50 main:574] : INFO : Epoch 1662 | loss: 0.0311561 | val_loss: 0.0311733 | Time: 1490.37 ms
[2021-02-01 19:00:51 main:574] : INFO : Epoch 1663 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 1324.78 ms
[2021-02-01 19:00:52 main:574] : INFO : Epoch 1664 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 1287.08 ms
[2021-02-01 19:00:54 main:574] : INFO : Epoch 1665 | loss: 0.0311559 | val_loss: 0.0311745 | Time: 1547.39 ms
[2021-02-01 19:00:55 main:574] : INFO : Epoch 1666 | loss: 0.0311533 | val_loss: 0.0311775 | Time: 1279.56 ms
[2021-02-01 19:00:57 main:574] : INFO : Epoch 1667 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 1258.52 ms
[2021-02-01 19:00:58 main:574] : INFO : Epoch 1668 | loss: 0.0311546 | val_loss: 0.0311765 | Time: 1643.2 ms
[2021-02-01 19:01:00 main:574] : INFO : Epoch 1669 | loss: 0.0311551 | val_loss: 0.0311745 | Time: 1301.34 ms
[2021-02-01 19:01:01 main:574] : INFO : Epoch 1670 | loss: 0.0311564 | val_loss: 0.0311753 | Time: 1287.41 ms
[2021-02-01 19:01:02 main:574] : INFO : Epoch 1671 | loss: 0.0311602 | val_loss: 0.0311768 | Time: 1630.95 ms
[2021-02-01 19:01:04 main:574] : INFO : Epoch 1672 | loss: 0.0311601 | val_loss: 0.0311724 | Time: 1303.43 ms
[2021-02-01 19:01:05 main:574] : INFO : Epoch 1673 | loss: 0.0311588 | val_loss: 0.0311753 | Time: 1269.59 ms
[2021-02-01 19:01:07 main:574] : INFO : Epoch 1674 | loss: 0.0311609 | val_loss: 0.031176 | Time: 1677.44 ms
[2021-02-01 19:01:08 main:574] : INFO : Epoch 1675 | loss: 0.0311602 | val_loss: 0.0311732 | Time: 1247.6 ms
[2021-02-01 19:01:09 main:574] : INFO : Epoch 1676 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 1284.06 ms
[2021-02-01 19:01:11 main:574] : INFO : Epoch 1677 | loss: 0.0311598 | val_loss: 0.0311758 | Time: 1578.56 ms
[2021-02-01 19:01:12 main:574] : INFO : Epoch 1678 | loss: 0.0311591 | val_loss: 0.0311743 | Time: 1329.72 ms
[2021-02-01 19:01:14 main:574] : INFO : Epoch 1679 | loss: 0.0311588 | val_loss: 0.031174 | Time: 1962.79 ms
[2021-02-01 19:01:15 main:574] : INFO : Epoch 1680 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 1278.07 ms
[2021-02-01 19:01:17 main:574] : INFO : Epoch 1681 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 1252.05 ms
[2021-02-01 19:01:18 main:574] : INFO : Epoch 1682 | loss: 0.0311568 | val_loss: 0.0311736 | Time: 1592.19 ms
[2021-02-01 19:01:20 main:574] : INFO : Epoch 1683 | loss: 0.0311586 | val_loss: 0.031179 | Time: 1237.07 ms
[2021-02-01 19:01:21 main:574] : INFO : Epoch 1684 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 1325.76 ms
[2021-02-01 19:01:23 main:574] : INFO : Epoch 1685 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 1687.32 ms
[2021-02-01 19:01:24 main:574] : INFO : Epoch 1686 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 1272.19 ms
[2021-02-01 19:01:25 main:574] : INFO : Epoch 1687 | loss: 0.0311552 | val_loss: 0.0311747 | Time: 1224.01 ms
[2021-02-01 19:01:27 main:574] : INFO : Epoch 1688 | loss: 0.0311548 | val_loss: 0.0311707 | Time: 1640.06 ms
[2021-02-01 19:01:28 main:574] : INFO : Epoch 1689 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 1306.29 ms
[2021-02-01 19:01:29 main:574] : INFO : Epoch 1690 | loss: 0.0311542 | val_loss: 0.0311715 | Time: 1295.33 ms
[2021-02-01 19:01:31 main:574] : INFO : Epoch 1691 | loss: 0.0311542 | val_loss: 0.0311721 | Time: 1618.73 ms
[2021-02-01 19:01:32 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.0311721 | Time: 1270.38 ms
[2021-02-01 19:01:34 main:574] : INFO : Epoch 1693 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 1297.88 ms
[2021-02-01 19:01:35 main:574] : INFO : Epoch 1694 | loss: 0.0311555 | val_loss: 0.0311726 | Time: 1518.17 ms
[2021-02-01 19:01:36 main:574] : INFO : Epoch 1695 | loss: 0.0311551 | val_loss: 0.0311717 | Time: 1261.16 ms
[2021-02-01 19:01:38 main:574] : INFO : Epoch 1696 | loss: 0.0311547 | val_loss: 0.0311699 | Time: 1333.42 ms
[2021-02-01 19:01:39 main:574] : INFO : Epoch 1697 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 1431.28 ms
[2021-02-01 19:01:40 main:574] : INFO : Epoch 1698 | loss: 0.0311552 | val_loss: 0.031174 | Time: 1248.43 ms
[2021-02-01 19:01:42 main:574] : INFO : Epoch 1699 | loss: 0.0311546 | val_loss: 0.0311748 | Time: 1446.42 ms
[2021-02-01 19:01:43 main:574] : INFO : Epoch 1700 | loss: 0.0311543 | val_loss: 0.0311728 | Time: 1393.43 ms
[2021-02-01 19:01:45 main:574] : INFO : Epoch 1701 | loss: 0.0311562 | val_loss: 0.0311721 | Time: 1272.95 ms
[2021-02-01 19:01:46 main:574] : INFO : Epoch 1702 | loss: 0.0311548 | val_loss: 0.0311736 | Time: 1485.36 ms
[2021-02-01 19:01:47 main:574] : INFO : Epoch 1703 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 1327.17 ms
[2021-02-01 19:01:49 main:574] : INFO : Epoch 1704 | loss: 0.031157 | val_loss: 0.031175 | Time: 1258.48 ms
[2021-02-01 19:01:50 main:574] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 1526.8 ms
[2021-02-01 19:01:52 main:574] : INFO : Epoch 1706 | loss: 0.031156 | val_loss: 0.0311746 | Time: 1351.56 ms
[2021-02-01 19:01:53 main:574] : INFO : Epoch 1707 | loss: 0.0311552 | val_loss: 0.0311715 | Time: 1233.44 ms
[2021-02-01 19:01:54 main:574] : INFO : Epoch 1708 | loss: 0.0311556 | val_loss: 0.0311736 | Time: 1632.78 ms
[2021-02-01 19:01:56 main:574] : INFO : Epoch 1709 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 1274.16 ms
[2021-02-01 19:01:57 main:574] : INFO : Epoch 1710 | loss: 0.0311564 | val_loss: 0.0311749 | Time: 1284.47 ms
[2021-02-01 19:01:59 main:574] : INFO : Epoch 1711 | loss: 0.0311522 | val_loss: 0.0311752 | Time: 1617.08 ms
[2021-02-01 19:02:00 main:574] : INFO : Epoch 1712 | loss: 0.0311523 | val_loss: 0.031174 | Time: 1254.93 ms
[2021-02-01 19:02:01 main:574] : INFO : Epoch 1713 | loss: 0.0311526 | val_loss: 0.0311747 | Time: 1265.68 ms
[2021-02-01 19:02:03 main:574] : INFO : Epoch 1714 | loss: 0.0311528 | val_loss: 0.031172 | Time: 1551.94 ms
[2021-02-01 19:02:04 main:574] : INFO : Epoch 1715 | loss: 0.0311544 | val_loss: 0.0311743 | Time: 1272.74 ms
[2021-02-01 19:02:05 main:574] : INFO : Epoch 1716 | loss: 0.0311541 | val_loss: 0.0311749 | Time: 1379.35 ms
[2021-02-01 19:02:07 main:574] : INFO : Epoch 1717 | loss: 0.0311543 | val_loss: 0.0311746 | Time: 1723.45 ms
[2021-02-01 19:02:09 main:574] : INFO : Epoch 1718 | loss: 0.0311552 | val_loss: 0.0311758 | Time: 1389.75 ms
[2021-02-01 19:02:10 main:574] : INFO : Epoch 1719 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1671.06 ms
[2021-02-01 19:02:12 main:574] : INFO : Epoch 1720 | loss: 0.0311572 | val_loss: 0.0311725 | Time: 1442.69 ms
[2021-02-01 19:02:13 main:574] : INFO : Epoch 1721 | loss: 0.0311557 | val_loss: 0.0311754 | Time: 1354.36 ms
[2021-02-01 19:02:15 main:574] : INFO : Epoch 1722 | loss: 0.0311558 | val_loss: 0.0311723 | Time: 1733.67 ms
[2021-02-01 19:02:16 main:574] : INFO : Epoch 1723 | loss: 0.0311541 | val_loss: 0.031171 | Time: 1385.62 ms
[2021-02-01 19:02:18 main:574] : INFO : Epoch 1724 | loss: 0.0311544 | val_loss: 0.0311719 | Time: 1437.52 ms
[2021-02-01 19:02:19 main:574] : INFO : Epoch 1725 | loss: 0.0311567 | val_loss: 0.0311783 | Time: 1671.77 ms
[2021-02-01 19:02:21 main:574] : INFO : Epoch 1726 | loss: 0.0311552 | val_loss: 0.0311708 | Time: 1349.89 ms
[2021-02-01 19:02:22 main:574] : INFO : Epoch 1727 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 1752.46 ms
[2021-02-01 19:02:24 main:574] : INFO : Epoch 1728 | loss: 0.031156 | val_loss: 0.0311731 | Time: 1299.46 ms
[2021-02-01 19:02:25 main:574] : INFO : Epoch 1729 | loss: 0.0311583 | val_loss: 0.031189 | Time: 1289.3 ms
[2021-02-01 19:02:27 main:574] : INFO : Epoch 1730 | loss: 0.0311687 | val_loss: 0.0312074 | Time: 1585.29 ms
[2021-02-01 19:02:28 main:574] : INFO : Epoch 1731 | loss: 0.0369763 | val_loss: 0.0339291 | Time: 1273.43 ms
[2021-02-01 19:02:29 main:574] : INFO : Epoch 1732 | loss: 0.0326015 | val_loss: 0.0332628 | Time: 1254.9 ms
[2021-02-01 19:02:31 main:574] : INFO : Epoch 1733 | loss: 0.0315946 | val_loss: 0.0313161 | Time: 1677.92 ms
[2021-02-01 19:02:32 main:574] : INFO : Epoch 1734 | loss: 0.0312534 | val_loss: 0.0312143 | Time: 1249.27 ms
[2021-02-01 19:02:33 main:574] : INFO : Epoch 1735 | loss: 0.0311932 | val_loss: 0.031183 | Time: 1246.26 ms
[2021-02-01 19:02:45 main:574] : INFO : Epoch 1736 | loss: 0.0311781 | val_loss: 0.031178 | Time: 11605.7 ms
[2021-02-01 19:02:46 main:574] : INFO : Epoch 1737 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 1247.8 ms
[2021-02-01 19:02:48 main:574] : INFO : Epoch 1738 | loss: 0.0311726 | val_loss: 0.031175 | Time: 1230.08 ms
[2021-02-01 19:02:49 main:574] : INFO : Epoch 1739 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 1629.54 ms
[2021-02-01 19:02:50 main:574] : INFO : Epoch 1740 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 1292.38 ms
[2021-02-01 19:02:52 main:574] : INFO : Epoch 1741 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 1398.19 ms
[2021-02-01 19:02:53 main:574] : INFO : Epoch 1742 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 1503.99 ms
[2021-02-01 19:02:55 main:574] : INFO : Epoch 1743 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 1231.3 ms
[2021-02-01 19:02:56 main:574] : INFO : Epoch 1744 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 1406.75 ms
[2021-02-01 19:02:57 main:574] : INFO : Epoch 1745 | loss: 0.0311704 | val_loss: 0.0311699 | Time: 1369.2 ms
[2021-02-01 19:02:59 main:574] : INFO : Epoch 1746 | loss: 0.0311704 | val_loss: 0.0311702 | Time: 1311.01 ms
[2021-02-01 19:03:00 main:574] : INFO : Epoch 1747 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 1514.9 ms
[2021-02-01 19:03:02 main:574] : INFO : Epoch 1748 | loss: 0.0311696 | val_loss: 0.0311709 | Time: 1408.8 ms
[2021-02-01 19:03:03 main:574] : INFO : Epoch 1749 | loss: 0.031168 | val_loss: 0.0311697 | Time: 1241.47 ms
[2021-02-01 19:03:04 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.031172 | Time: 1461.7 ms
[2021-02-01 19:03:06 main:574] : INFO : Epoch 1751 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 1385.59 ms
[2021-02-01 19:03:07 main:574] : INFO : Epoch 1752 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 1294.27 ms
[2021-02-01 19:03:09 main:574] : INFO : Epoch 1753 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 1666.55 ms
[2021-02-01 19:03:10 main:574] : INFO : Epoch 1754 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 1210.46 ms
[2021-02-01 19:03:11 main:574] : INFO : Epoch 1755 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 1244.61 ms
[2021-02-01 19:03:13 main:574] : INFO : Epoch 1756 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 1614.19 ms
[2021-02-01 19:03:14 main:574] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1283.09 ms
[2021-02-01 19:03:15 main:574] : INFO : Epoch 1758 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 1305.22 ms
[2021-02-01 19:03:17 main:574] : INFO : Epoch 1759 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1596.89 ms
[2021-02-01 19:03:18 main:574] : INFO : Epoch 1760 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1252.69 ms
[2021-02-01 19:03:20 main:574] : INFO : Epoch 1761 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1285.51 ms
[2021-02-01 19:03:21 main:574] : INFO : Epoch 1762 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1605.27 ms
[2021-02-01 19:03:23 main:574] : INFO : Epoch 1763 | loss: 0.031166 | val_loss: 0.0311723 | Time: 1242.27 ms
[2021-02-01 19:03:24 main:574] : INFO : Epoch 1764 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 1232.43 ms
[2021-02-01 19:03:25 main:574] : INFO : Epoch 1765 | loss: 0.0311672 | val_loss: 0.0311719 | Time: 1599.75 ms
[2021-02-01 19:03:27 main:574] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 1244.9 ms
[2021-02-01 19:03:28 main:574] : INFO : Epoch 1767 | loss: 0.0311664 | val_loss: 0.0311745 | Time: 1260.16 ms
[2021-02-01 19:03:29 main:574] : INFO : Epoch 1768 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 1564.66 ms
[2021-02-01 19:03:31 main:574] : INFO : Epoch 1769 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1261.72 ms
[2021-02-01 19:03:32 main:574] : INFO : Epoch 1770 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 1415.24 ms
[2021-02-01 19:03:34 main:574] : INFO : Epoch 1771 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 1447.96 ms
[2021-02-01 19:03:35 main:574] : INFO : Epoch 1772 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 1251.03 ms
[2021-02-01 19:03:36 main:574] : INFO : Epoch 1773 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 1384.1 ms
[2021-02-01 19:03:38 main:574] : INFO : Epoch 1774 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1527.78 ms
[2021-02-01 19:03:39 main:574] : INFO : Epoch 1775 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1265.17 ms
[2021-02-01 19:03:41 main:574] : INFO : Epoch 1776 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1480.68 ms
[2021-02-01 19:03:42 main:574] : INFO : Epoch 1777 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 1366.32 ms
[2021-02-01 19:03:43 main:574] : INFO : Epoch 1778 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1252.79 ms
[2021-02-01 19:03:45 main:574] : INFO : Epoch 1779 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1610.17 ms
[2021-02-01 19:03:46 main:574] : INFO : Epoch 1780 | loss: 0.0311626 | val_loss: 0.0311718 | Time: 1260.5 ms
[2021-02-01 19:03:47 main:574] : INFO : Epoch 1781 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 1213.93 ms
[2021-02-01 19:03:49 main:574] : INFO : Epoch 1782 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 1627.06 ms
[2021-02-01 19:03:50 main:574] : INFO : Epoch 1783 | loss: 0.0311623 | val_loss: 0.0311723 | Time: 1276.24 ms
[2021-02-01 19:03:52 main:574] : INFO : Epoch 1784 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 1306.82 ms
[2021-02-01 19:03:53 main:574] : INFO : Epoch 1785 | loss: 0.0311619 | val_loss: 0.031172 | Time: 1604.89 ms
[2021-02-01 19:03:54 main:574] : INFO : Epoch 1786 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 1256.88 ms
[2021-02-01 19:03:56 main:574] : INFO : Epoch 1787 | loss: 0.031162 | val_loss: 0.0311736 | Time: 1225.41 ms
[2021-02-01 19:03:57 main:574] : INFO : Epoch 1788 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1607.32 ms
[2021-02-01 19:03:59 main:574] : INFO : Epoch 1789 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1265.46 ms
[2021-02-01 19:04:00 main:574] : INFO : Epoch 1790 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 1268.71 ms
[2021-02-01 19:04:01 main:574] : INFO : Epoch 1791 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 1579.17 ms
[2021-02-01 19:04:03 main:574] : INFO : Epoch 1792 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 1275.45 ms
[2021-02-01 19:04:04 main:574] : INFO : Epoch 1793 | loss: 0.0311632 | val_loss: 0.0311765 | Time: 1262.45 ms
[2021-02-01 19:04:06 main:574] : INFO : Epoch 1794 | loss: 0.031163 | val_loss: 0.0311743 | Time: 1557.77 ms
[2021-02-01 19:04:07 main:574] : INFO : Epoch 1795 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 1247.71 ms
[2021-02-01 19:04:08 main:574] : INFO : Epoch 1796 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 1314.84 ms
[2021-02-01 19:04:10 main:574] : INFO : Epoch 1797 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 1586.15 ms
[2021-02-01 19:04:11 main:574] : INFO : Epoch 1798 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 1228.2 ms
[2021-02-01 19:04:12 main:574] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 1312.42 ms
[2021-02-01 19:04:14 main:574] : INFO : Epoch 1800 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 1515.96 ms
[2021-02-01 19:04:15 main:574] : INFO : Epoch 1801 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 1376.58 ms
[2021-02-01 19:04:17 main:574] : INFO : Epoch 1802 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 1391.42 ms
[2021-02-01 19:04:18 main:574] : INFO : Epoch 1803 | loss: 0.0311605 | val_loss: 0.0311765 | Time: 1411.6 ms
[2021-02-01 19:04:19 main:574] : INFO : Epoch 1804 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 1267.98 ms
[2021-02-01 19:04:21 main:574] : INFO : Epoch 1805 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 1483.24 ms
[2021-02-01 19:04:22 main:574] : INFO : Epoch 1806 | loss: 0.0311637 | val_loss: 0.0311768 | Time: 1407.06 ms
[2021-02-01 19:04:23 main:574] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.0311735 | Time: 1248.24 ms
[2021-02-01 19:04:25 main:574] : INFO : Epoch 1808 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 1509.12 ms
[2021-02-01 19:04:26 main:574] : INFO : Epoch 1809 | loss: 0.0311608 | val_loss: 0.0311738 | Time: 1360.2 ms
[2021-02-01 19:04:28 main:574] : INFO : Epoch 1810 | loss: 0.0311629 | val_loss: 0.0311741 | Time: 1221.34 ms
[2021-02-01 19:04:29 main:574] : INFO : Epoch 1811 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 1595.2 ms
[2021-02-01 19:04:30 main:574] : INFO : Epoch 1812 | loss: 0.0311609 | val_loss: 0.0311771 | Time: 1249.41 ms
[2021-02-01 19:04:32 main:574] : INFO : Epoch 1813 | loss: 0.0311616 | val_loss: 0.0311785 | Time: 1263.1 ms
[2021-02-01 19:04:33 main:574] : INFO : Epoch 1814 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 1600.63 ms
[2021-02-01 19:04:34 main:574] : INFO : Epoch 1815 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 1210.62 ms
[2021-02-01 19:04:36 main:574] : INFO : Epoch 1816 | loss: 0.0311603 | val_loss: 0.0311766 | Time: 1237.93 ms
[2021-02-01 19:04:37 main:574] : INFO : Epoch 1817 | loss: 0.0311612 | val_loss: 0.031176 | Time: 1602.98 ms
[2021-02-01 19:04:39 main:574] : INFO : Epoch 1818 | loss: 0.0311607 | val_loss: 0.0311748 | Time: 1249.24 ms
[2021-02-01 19:04:40 main:574] : INFO : Epoch 1819 | loss: 0.0311601 | val_loss: 0.031177 | Time: 1235.67 ms
[2021-02-01 19:04:41 main:574] : INFO : Epoch 1820 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 1635.22 ms
[2021-02-01 19:04:43 main:574] : INFO : Epoch 1821 | loss: 0.0311613 | val_loss: 0.0311779 | Time: 1230.25 ms
[2021-02-01 19:04:44 main:574] : INFO : Epoch 1822 | loss: 0.0311646 | val_loss: 0.0311742 | Time: 1279.28 ms
[2021-02-01 19:04:46 main:574] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311745 | Time: 1604.59 ms
[2021-02-01 19:04:47 main:574] : INFO : Epoch 1824 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 1206.7 ms
[2021-02-01 19:04:48 main:574] : INFO : Epoch 1825 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 1218.5 ms
[2021-02-01 19:04:50 main:574] : INFO : Epoch 1826 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 1610.64 ms
[2021-02-01 19:04:51 main:574] : INFO : Epoch 1827 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 1229.67 ms
[2021-02-01 19:04:52 main:574] : INFO : Epoch 1828 | loss: 0.0311611 | val_loss: 0.0311744 | Time: 1215.02 ms
[2021-02-01 19:04:54 main:574] : INFO : Epoch 1829 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 1592.58 ms
[2021-02-01 19:04:55 main:574] : INFO : Epoch 1830 | loss: 0.0311609 | val_loss: 0.0311766 | Time: 1273.57 ms
[2021-02-01 19:04:56 main:574] : INFO : Epoch 1831 | loss: 0.0311608 | val_loss: 0.0311791 | Time: 1304.59 ms
[2021-02-01 19:04:58 main:574] : INFO : Epoch 1832 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 1500.25 ms
[2021-02-01 19:04:59 main:574] : INFO : Epoch 1833 | loss: 0.0311612 | val_loss: 0.0311745 | Time: 1316.21 ms
[2021-02-01 19:05:01 main:574] : INFO : Epoch 1834 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1522.35 ms
[2021-02-01 19:05:02 main:574] : INFO : Epoch 1835 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 1381.89 ms
[2021-02-01 19:05:03 main:574] : INFO : Epoch 1836 | loss: 0.03116 | val_loss: 0.0311737 | Time: 1209.74 ms
[2021-02-01 19:05:05 main:574] : INFO : Epoch 1837 | loss: 0.0311593 | val_loss: 0.0311745 | Time: 1457.42 ms
[2021-02-01 19:05:06 main:574] : INFO : Epoch 1838 | loss: 0.0311607 | val_loss: 0.0311799 | Time: 1436.1 ms
[2021-02-01 19:05:08 main:574] : INFO : Epoch 1839 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 1253.36 ms
[2021-02-01 19:05:09 main:574] : INFO : Epoch 1840 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 1485.6 ms
[2021-02-01 19:05:10 main:574] : INFO : Epoch 1841 | loss: 0.0311642 | val_loss: 0.0311763 | Time: 1405.62 ms
[2021-02-01 19:05:12 main:574] : INFO : Epoch 1842 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 1195.15 ms
[2021-02-01 19:05:13 main:574] : INFO : Epoch 1843 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 1621.63 ms
[2021-02-01 19:05:15 main:574] : INFO : Epoch 1844 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 1307.45 ms
[2021-02-01 19:05:16 main:574] : INFO : Epoch 1845 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1232.72 ms
[2021-02-01 19:05:17 main:574] : INFO : Epoch 1846 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 1640.33 ms
[2021-02-01 19:05:19 main:574] : INFO : Epoch 1847 | loss: 0.0311602 | val_loss: 0.0311732 | Time: 1249.85 ms
[2021-02-01 19:05:20 main:574] : INFO : Epoch 1848 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 1260.96 ms
[2021-02-01 19:05:22 main:574] : INFO : Epoch 1849 | loss: 0.0311612 | val_loss: 0.0311756 | Time: 1625.05 ms
[2021-02-01 19:05:23 main:574] : INFO : Epoch 1850 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 1403.97 ms
[2021-02-01 19:05:24 main:574] : INFO : Epoch 1851 | loss: 0.0311611 | val_loss: 0.0311762 | Time: 1363.03 ms
[2021-02-01 19:05:26 main:574] : INFO : Epoch 1852 | loss: 0.0311624 | val_loss: 0.0311762 | Time: 1720.3 ms
[2021-02-01 19:05:28 main:574] : INFO : Epoch 1853 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 1429.1 ms
[2021-02-01 19:05:29 main:574] : INFO : Epoch 1854 | loss: 0.031159 | val_loss: 0.0311757 | Time: 1679.8 ms
[2021-02-01 19:05:31 main:574] : INFO : Epoch 1855 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 1392.59 ms
[2021-02-01 19:05:32 main:574] : INFO : Epoch 1856 | loss: 0.0311595 | val_loss: 0.0311803 | Time: 1355.3 ms
[2021-02-01 19:05:34 main:574] : INFO : Epoch 1857 | loss: 0.0311605 | val_loss: 0.031178 | Time: 1713.17 ms
[2021-02-01 19:05:35 main:574] : INFO : Epoch 1858 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 1385.73 ms
[2021-02-01 19:05:37 main:574] : INFO : Epoch 1859 | loss: 0.0311632 | val_loss: 0.0311797 | Time: 1503.95 ms
[2021-02-01 19:05:38 main:574] : INFO : Epoch 1860 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 1520.89 ms
[2021-02-01 19:05:39 main:574] : INFO : Epoch 1861 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 1273.39 ms
[2021-02-01 19:05:41 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.0311792 | Time: 1335.73 ms
[2021-02-01 19:05:42 main:574] : INFO : Epoch 1863 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 1456.66 ms
[2021-02-01 19:05:44 main:574] : INFO : Epoch 1864 | loss: 0.0311625 | val_loss: 0.0311761 | Time: 1248.53 ms
[2021-02-01 19:05:45 main:574] : INFO : Epoch 1865 | loss: 0.0311621 | val_loss: 0.0311779 | Time: 1455.45 ms
[2021-02-01 19:05:47 main:574] : INFO : Epoch 1866 | loss: 0.0311617 | val_loss: 0.0311784 | Time: 1828.02 ms
[2021-02-01 19:05:49 main:574] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311813 | Time: 1835.2 ms
[2021-02-01 19:05:50 main:574] : INFO : Epoch 1868 | loss: 0.031161 | val_loss: 0.0311805 | Time: 1535.11 ms
[2021-02-01 19:05:52 main:574] : INFO : Epoch 1869 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 1248.07 ms
[2021-02-01 19:05:53 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311814 | Time: 1530.88 ms
[2021-02-01 19:05:54 main:574] : INFO : Epoch 1871 | loss: 0.0311589 | val_loss: 0.0311807 | Time: 1409.41 ms
[2021-02-01 19:05:56 main:574] : INFO : Epoch 1872 | loss: 0.0311597 | val_loss: 0.0311805 | Time: 1287.75 ms
[2021-02-01 19:05:57 main:574] : INFO : Epoch 1873 | loss: 0.0311594 | val_loss: 0.031178 | Time: 1485.19 ms
[2021-02-01 19:05:59 main:574] : INFO : Epoch 1874 | loss: 0.0311586 | val_loss: 0.0311769 | Time: 1354.7 ms
[2021-02-01 19:06:00 main:574] : INFO : Epoch 1875 | loss: 0.0311577 | val_loss: 0.0311783 | Time: 1261.34 ms
[2021-02-01 19:06:01 main:574] : INFO : Epoch 1876 | loss: 0.0311578 | val_loss: 0.0311792 | Time: 1587.13 ms
[2021-02-01 19:06:03 main:574] : INFO : Epoch 1877 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 1247.22 ms
[2021-02-01 19:06:04 main:574] : INFO : Epoch 1878 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 1227.05 ms
[2021-02-01 19:06:06 main:574] : INFO : Epoch 1879 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 1570.08 ms
[2021-02-01 19:06:07 main:574] : INFO : Epoch 1880 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 1239.17 ms
[2021-02-01 19:06:08 main:574] : INFO : Epoch 1881 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 1251.58 ms
[2021-02-01 19:06:10 main:574] : INFO : Epoch 1882 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 1553.58 ms
[2021-02-01 19:06:11 main:574] : INFO : Epoch 1883 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 1357.99 ms
[2021-02-01 19:06:12 main:574] : INFO : Epoch 1884 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 1232.13 ms
[2021-02-01 19:06:14 main:574] : INFO : Epoch 1885 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 1574.15 ms
[2021-02-01 19:06:15 main:574] : INFO : Epoch 1886 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 1268.13 ms
[2021-02-01 19:06:16 main:574] : INFO : Epoch 1887 | loss: 0.0311615 | val_loss: 0.0311752 | Time: 1244.7 ms
[2021-02-01 19:06:18 main:574] : INFO : Epoch 1888 | loss: 0.0311607 | val_loss: 0.031174 | Time: 1592.43 ms
[2021-02-01 19:06:19 main:574] : INFO : Epoch 1889 | loss: 0.0311606 | val_loss: 0.0311755 | Time: 1241.54 ms
[2021-02-01 19:06:20 main:574] : INFO : Epoch 1890 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 1287.97 ms
[2021-02-01 19:06:22 main:574] : INFO : Epoch 1891 | loss: 0.0311628 | val_loss: 0.0311792 | Time: 1565.6 ms
[2021-02-01 19:06:23 main:574] : INFO : Epoch 1892 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 1258.08 ms
[2021-02-01 19:06:25 main:574] : INFO : Epoch 1893 | loss: 0.0311609 | val_loss: 0.0311759 | Time: 1227.05 ms
[2021-02-01 19:06:26 main:574] : INFO : Epoch 1894 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 1603.72 ms
[2021-02-01 19:06:27 main:574] : INFO : Epoch 1895 | loss: 0.0311601 | val_loss: 0.0311798 | Time: 1264.91 ms
[2021-02-01 19:06:29 main:574] : INFO : Epoch 1896 | loss: 0.0311598 | val_loss: 0.0311776 | Time: 1249.36 ms
[2021-02-01 19:06:30 main:574] : INFO : Epoch 1897 | loss: 0.0311579 | val_loss: 0.0311754 | Time: 1585.53 ms
[2021-02-01 19:06:32 main:574] : INFO : Epoch 1898 | loss: 0.0311604 | val_loss: 0.031178 | Time: 1282.18 ms
[2021-02-01 19:06:33 main:574] : INFO : Epoch 1899 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 1316.35 ms
[2021-02-01 19:06:34 main:574] : INFO : Epoch 1900 | loss: 0.0311613 | val_loss: 0.0311775 | Time: 1492.42 ms
[2021-02-01 19:06:36 main:574] : INFO : Epoch 1901 | loss: 0.0311606 | val_loss: 0.0311758 | Time: 1242.12 ms
[2021-02-01 19:06:37 main:574] : INFO : Epoch 1902 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 1374.71 ms
[2021-02-01 19:06:39 main:574] : INFO : Epoch 1903 | loss: 0.0311619 | val_loss: 0.0311765 | Time: 1485.42 ms
[2021-02-01 19:06:40 main:574] : INFO : Epoch 1904 | loss: 0.0311627 | val_loss: 0.0311808 | Time: 1298.03 ms
[2021-02-01 19:06:41 main:574] : INFO : Epoch 1905 | loss: 0.031163 | val_loss: 0.0311753 | Time: 1498.05 ms
[2021-02-01 19:06:43 main:574] : INFO : Epoch 1906 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 1351.57 ms
[2021-02-01 19:06:44 main:574] : INFO : Epoch 1907 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1268.38 ms
[2021-02-01 19:06:46 main:574] : INFO : Epoch 1908 | loss: 0.0311622 | val_loss: 0.0311741 | Time: 1490.63 ms
[2021-02-01 19:06:47 main:574] : INFO : Epoch 1909 | loss: 0.0311619 | val_loss: 0.0311769 | Time: 1534.77 ms
[2021-02-01 19:06:49 main:574] : INFO : Epoch 1910 | loss: 0.0311596 | val_loss: 0.0311774 | Time: 1875.31 ms
[2021-02-01 19:06:50 main:574] : INFO : Epoch 1911 | loss: 0.0311603 | val_loss: 0.0311802 | Time: 1480.32 ms
[2021-02-01 19:06:52 main:574] : INFO : Epoch 1912 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 1336.8 ms
[2021-02-01 19:06:53 main:574] : INFO : Epoch 1913 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 1328.32 ms
[2021-02-01 19:06:55 main:574] : INFO : Epoch 1914 | loss: 0.0311645 | val_loss: 0.0311837 | Time: 1470.08 ms
[2021-02-01 19:06:56 main:574] : INFO : Epoch 1915 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 1258.28 ms
[2021-02-01 19:06:57 main:574] : INFO : Epoch 1916 | loss: 0.0311669 | val_loss: 0.0311825 | Time: 1379.81 ms
[2021-02-01 19:06:59 main:574] : INFO : Epoch 1917 | loss: 0.031165 | val_loss: 0.031177 | Time: 1455.56 ms
[2021-02-01 19:07:00 main:574] : INFO : Epoch 1918 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 1291.07 ms
[2021-02-01 19:07:02 main:574] : INFO : Epoch 1919 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1553.59 ms
[2021-02-01 19:07:03 main:574] : INFO : Epoch 1920 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 1326.22 ms
[2021-02-01 19:07:04 main:574] : INFO : Epoch 1921 | loss: 0.031165 | val_loss: 0.0311759 | Time: 1276.38 ms
[2021-02-01 19:07:06 main:574] : INFO : Epoch 1922 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 1516.04 ms
[2021-02-01 19:07:07 main:574] : INFO : Epoch 1923 | loss: 0.031163 | val_loss: 0.0311746 | Time: 1285.82 ms
[2021-02-01 19:07:08 main:574] : INFO : Epoch 1924 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 1288.26 ms
[2021-02-01 19:07:10 main:574] : INFO : Epoch 1925 | loss: 0.0311629 | val_loss: 0.0311749 | Time: 1622.48 ms
[2021-02-01 19:07:11 main:574] : INFO : Epoch 1926 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 1230.6 ms
[2021-02-01 19:07:12 main:574] : INFO : Epoch 1927 | loss: 0.0311602 | val_loss: 0.0311747 | Time: 1279.35 ms
[2021-02-01 19:07:14 main:574] : INFO : Epoch 1928 | loss: 0.031161 | val_loss: 0.0311766 | Time: 1581.09 ms
[2021-02-01 19:07:15 main:574] : INFO : Epoch 1929 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 1193.03 ms
[2021-02-01 19:07:17 main:574] : INFO : Epoch 1930 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 1219.71 ms
[2021-02-01 19:07:18 main:574] : INFO : Epoch 1931 | loss: 0.0311597 | val_loss: 0.0311743 | Time: 1676.99 ms
[2021-02-01 19:07:19 main:574] : INFO : Epoch 1932 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 1257.6 ms
[2021-02-01 19:07:21 main:574] : INFO : Epoch 1933 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 1240.43 ms
[2021-02-01 19:07:22 main:574] : INFO : Epoch 1934 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 1608.14 ms
[2021-02-01 19:07:24 main:574] : INFO : Epoch 1935 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 1349.36 ms
[2021-02-01 19:07:25 main:574] : INFO : Epoch 1936 | loss: 0.0311606 | val_loss: 0.0311752 | Time: 1223.14 ms
[2021-02-01 19:07:26 main:574] : INFO : Epoch 1937 | loss: 0.0311641 | val_loss: 0.0311772 | Time: 1547.26 ms
[2021-02-01 19:07:28 main:574] : INFO : Epoch 1938 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 1236.88 ms
[2021-02-01 19:07:29 main:574] : INFO : Epoch 1939 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 1278.92 ms
[2021-02-01 19:07:31 main:574] : INFO : Epoch 1940 | loss: 0.0311626 | val_loss: 0.0311768 | Time: 1574.62 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080)
[2021-02-01 19:18:25 main:435] : INFO : Set logging level to 1
[2021-02-01 19:18:25 main:441] : INFO : Running in BOINC Client mode
[2021-02-01 19:18:25 main:444] : INFO : Resolving all filenames
[2021-02-01 19:18:25 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2021-02-01 19:18:25 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091558-5766-2_0_r865444316_1 (exists = 1)
[2021-02-01 19:18:25 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091558-5766-2_0_r865444316_0 (exists = 0)
[2021-02-01 19:18:25 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611091558-5766-2 (exists = 1)
[2021-02-01 19:18:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-02-01 19:18:26 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2021-02-01 19:18:26 main:474] : INFO : Configuration:
[2021-02-01 19:18:26 main:475] : INFO : Model type: GRU
[2021-02-01 19:18:26 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-02-01 19:18:26 main:477] : INFO : Max Epochs: 2048
[2021-02-01 19:18:26 main:478] : INFO : Batch Size: 128
[2021-02-01 19:18:26 main:479] : INFO : Learning Rate: 0.01
[2021-02-01 19:18:26 main:480] : INFO : Patience: 10
[2021-02-01 19:18:26 main:481] : INFO : Hidden Width: 12
[2021-02-01 19:18:26 main:482] : INFO : # Recurrent Layers: 4
[2021-02-01 19:18:26 main:483] : INFO : # Backend Layers: 4
[2021-02-01 19:18:26 main:484] : INFO : # Threads: 1
[2021-02-01 19:18:26 main:486] : INFO : Preparing Dataset
[2021-02-01 19:18:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-02-01 19:18:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-02-01 19:18:28 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-02-01 19:18:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-02-01 19:18:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2021-02-01 19:18:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-02-01 19:18:28 main:494] : INFO : Creating Model
[2021-02-01 19:18:28 main:507] : INFO : Preparing config file
[2021-02-01 19:18:28 main:511] : INFO : Found checkpoint, attempting to load...
[2021-02-01 19:18:28 main:512] : INFO : Loading config
[2021-02-01 19:18:28 main:514] : INFO : Loading state
[2021-02-01 19:18:29 main:559] : INFO : Loading DataLoader into Memory
[2021-02-01 19:18:29 main:562] : INFO : Starting Training
[2021-02-01 19:18:31 main:574] : INFO : Epoch 1903 | loss: 0.0314365 | val_loss: 0.0312698 | Time: 1430.61 ms
[2021-02-01 19:18:32 main:574] : INFO : Epoch 1904 | loss: 0.0312428 | val_loss: 0.0312177 | Time: 1389.82 ms
[2021-02-01 19:18:33 main:574] : INFO : Epoch 1905 | loss: 0.0311886 | val_loss: 0.0311879 | Time: 1336.86 ms
[2021-02-01 19:18:35 main:574] : INFO : Epoch 1906 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 1194.49 ms
[2021-02-01 19:18:36 main:574] : INFO : Epoch 1907 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 1280.4 ms
[2021-02-01 19:18:37 main:574] : INFO : Epoch 1908 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 1432.19 ms
[2021-02-01 19:18:39 main:574] : INFO : Epoch 1909 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1227.57 ms
[2021-02-01 19:18:40 main:574] : INFO : Epoch 1910 | loss: 0.0311687 | val_loss: 0.0311791 | Time: 1211.56 ms
[2021-02-01 19:18:41 main:574] : INFO : Epoch 1911 | loss: 0.0311733 | val_loss: 0.0311865 | Time: 1447.27 ms
[2021-02-01 19:18:42 main:574] : INFO : Epoch 1912 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 1176.86 ms
[2021-02-01 19:18:44 main:574] : INFO : Epoch 1913 | loss: 0.0311736 | val_loss: 0.0311735 | Time: 1200.53 ms
[2021-02-01 19:18:45 main:574] : INFO : Epoch 1914 | loss: 0.031174 | val_loss: 0.0311742 | Time: 1531.7 ms
[2021-02-01 19:18:46 main:574] : INFO : Epoch 1915 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1175.42 ms
[2021-02-01 19:18:48 main:574] : INFO : Epoch 1916 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1141.15 ms
[2021-02-01 19:18:49 main:574] : INFO : Epoch 1917 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 1462.74 ms
[2021-02-01 19:18:50 main:574] : INFO : Epoch 1918 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 1166.48 ms
[2021-02-01 19:18:51 main:574] : INFO : Epoch 1919 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 1154.79 ms
[2021-02-01 19:18:53 main:574] : INFO : Epoch 1920 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1504.16 ms
[2021-02-01 19:18:54 main:574] : INFO : Epoch 1921 | loss: 0.0311747 | val_loss: 0.0311727 | Time: 1162.92 ms
[2021-02-01 19:18:55 main:574] : INFO : Epoch 1922 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 1155.61 ms
[2021-02-01 19:18:57 main:574] : INFO : Epoch 1923 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 1378.12 ms
[2021-02-01 19:18:58 main:574] : INFO : Epoch 1924 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 1265.32 ms
[2021-02-01 19:18:59 main:574] : INFO : Epoch 1925 | loss: 0.031172 | val_loss: 0.0311757 | Time: 1187.47 ms
[2021-02-01 19:19:00 main:574] : INFO : Epoch 1926 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 1396.05 ms
[2021-02-01 19:19:02 main:574] : INFO : Epoch 1927 | loss: 0.0311736 | val_loss: 0.0311748 | Time: 1270.48 ms
[2021-02-01 19:19:03 main:574] : INFO : Epoch 1928 | loss: 0.031172 | val_loss: 0.0311758 | Time: 1226.18 ms
[2021-02-01 19:19:04 main:574] : INFO : Epoch 1929 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1343.13 ms
[2021-02-01 19:19:06 main:574] : INFO : Epoch 1930 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1320.11 ms
[2021-02-01 19:19:07 main:574] : INFO : Epoch 1931 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 1172.19 ms
[2021-02-01 19:19:08 main:574] : INFO : Epoch 1932 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 1252.01 ms
[2021-02-01 19:19:09 main:574] : INFO : Epoch 1933 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 1375 ms
[2021-02-01 19:19:11 main:574] : INFO : Epoch 1934 | loss: 0.0311678 | val_loss: 0.0311731 | Time: 1160.71 ms
[2021-02-01 19:19:12 main:574] : INFO : Epoch 1935 | loss: 0.031167 | val_loss: 0.0311715 | Time: 1152.74 ms
[2021-02-01 19:19:13 main:574] : INFO : Epoch 1936 | loss: 0.0311695 | val_loss: 0.0311727 | Time: 1514.89 ms
[2021-02-01 19:19:14 main:574] : INFO : Epoch 1937 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 1159.15 ms
[2021-02-01 19:19:16 main:574] : INFO : Epoch 1938 | loss: 0.0311694 | val_loss: 0.0311712 | Time: 1185.06 ms
[2021-02-01 19:19:17 main:574] : INFO : Epoch 1939 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 1487.32 ms
[2021-02-01 19:19:18 main:574] : INFO : Epoch 1940 | loss: 0.0311711 | val_loss: 0.0311703 | Time: 1183.62 ms
[2021-02-01 19:19:20 main:574] : INFO : Epoch 1941 | loss: 0.0311691 | val_loss: 0.031171 | Time: 1181.23 ms
[2021-02-01 19:19:21 main:574] : INFO : Epoch 1942 | loss: 0.031171 | val_loss: 0.0311747 | Time: 1496.69 ms
[2021-02-01 19:19:22 main:574] : INFO : Epoch 1943 | loss: 0.031173 | val_loss: 0.0311778 | Time: 1170.23 ms
[2021-02-01 19:19:23 main:574] : INFO : Epoch 1944 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 1173.02 ms
[2021-02-01 19:19:25 main:574] : INFO : Epoch 1945 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 1502.51 ms
[2021-02-01 19:19:26 main:574] : INFO : Epoch 1946 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 1547.85 ms
[2021-02-01 19:19:28 main:574] : INFO : Epoch 1947 | loss: 0.0311738 | val_loss: 0.031185 | Time: 1889.48 ms
[2021-02-01 19:19:30 main:574] : INFO : Epoch 1948 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 1372.76 ms
[2021-02-01 19:19:31 main:574] : INFO : Epoch 1949 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1237.88 ms
[2021-02-01 19:19:32 main:574] : INFO : Epoch 1950 | loss: 0.031169 | val_loss: 0.031175 | Time: 1321.33 ms
[2021-02-01 19:19:34 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 1434.65 ms
[2021-02-01 19:19:35 main:574] : INFO : Epoch 1952 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 1230.26 ms
[2021-02-01 19:19:36 main:574] : INFO : Epoch 1953 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 1334.12 ms
[2021-02-01 19:19:38 main:574] : INFO : Epoch 1954 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 1481.02 ms
[2021-02-01 19:19:39 main:574] : INFO : Epoch 1955 | loss: 0.0311769 | val_loss: 0.0311752 | Time: 1226.18 ms
[2021-02-01 19:19:40 main:574] : INFO : Epoch 1956 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1298.1 ms
[2021-02-01 19:19:42 main:574] : INFO : Epoch 1957 | loss: 0.0311824 | val_loss: 0.03118 | Time: 1446.3 ms
[2021-02-01 19:19:43 main:574] : INFO : Epoch 1958 | loss: 0.031181 | val_loss: 0.0311783 | Time: 1256.62 ms
[2021-02-01 19:19:45 main:574] : INFO : Epoch 1959 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 1431.09 ms
[2021-02-01 19:19:46 main:574] : INFO : Epoch 1960 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 1402.56 ms
[2021-02-01 19:19:47 main:574] : INFO : Epoch 1961 | loss: 0.0311774 | val_loss: 0.0311776 | Time: 1218.4 ms
[2021-02-01 19:19:49 main:574] : INFO : Epoch 1962 | loss: 0.0311782 | val_loss: 0.0311756 | Time: 1507.8 ms
[2021-02-01 19:19:50 main:574] : INFO : Epoch 1963 | loss: 0.0311762 | val_loss: 0.0311764 | Time: 1338.62 ms
[2021-02-01 19:19:51 main:574] : INFO : Epoch 1964 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 1247.07 ms
[2021-02-01 19:19:53 main:574] : INFO : Epoch 1965 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1444.36 ms
[2021-02-01 19:19:54 main:574] : INFO : Epoch 1966 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 1392.03 ms
[2021-02-01 19:19:55 main:574] : INFO : Epoch 1967 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1195.43 ms
[2021-02-01 19:19:57 main:574] : INFO : Epoch 1968 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1487.68 ms
[2021-02-01 19:19:58 main:574] : INFO : Epoch 1969 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1296.91 ms
[2021-02-01 19:19:59 main:574] : INFO : Epoch 1970 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 1203 ms
[2021-02-01 19:20:01 main:574] : INFO : Epoch 1971 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 1470.99 ms
[2021-02-01 19:20:02 main:574] : INFO : Epoch 1972 | loss: 0.0311759 | val_loss: 0.0311758 | Time: 1281.22 ms
[2021-02-01 19:20:03 main:574] : INFO : Epoch 1973 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 1192.4 ms
[2021-02-01 19:20:05 main:574] : INFO : Epoch 1974 | loss: 0.0311782 | val_loss: 0.0311766 | Time: 1342.58 ms
[2021-02-01 19:20:06 main:574] : INFO : Epoch 1975 | loss: 0.0311791 | val_loss: 0.0311773 | Time: 1329.78 ms
[2021-02-01 19:20:07 main:574] : INFO : Epoch 1976 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 1200.21 ms
[2021-02-01 19:20:09 main:574] : INFO : Epoch 1977 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 1464.39 ms
[2021-02-01 19:20:10 main:574] : INFO : Epoch 1978 | loss: 0.0311768 | val_loss: 0.0311746 | Time: 1359 ms
[2021-02-01 19:20:11 main:574] : INFO : Epoch 1979 | loss: 0.0311745 | val_loss: 0.0311725 | Time: 1212.49 ms
[2021-02-01 19:20:13 main:574] : INFO : Epoch 1980 | loss: 0.0311752 | val_loss: 0.0311734 | Time: 1349.08 ms
[2021-02-01 19:20:14 main:574] : INFO : Epoch 1981 | loss: 0.0311739 | val_loss: 0.0311714 | Time: 1341.14 ms
[2021-02-01 19:20:15 main:574] : INFO : Epoch 1982 | loss: 0.0311735 | val_loss: 0.0311739 | Time: 1233.56 ms
[2021-02-01 19:20:17 main:574] : INFO : Epoch 1983 | loss: 0.0311749 | val_loss: 0.0311711 | Time: 1376.59 ms
[2021-02-01 19:20:18 main:574] : INFO : Epoch 1984 | loss: 0.0311747 | val_loss: 0.0311729 | Time: 1384.81 ms
[2021-02-01 19:20:19 main:574] : INFO : Epoch 1985 | loss: 0.031175 | val_loss: 0.0311705 | Time: 1212.2 ms
[2021-02-01 19:20:21 main:574] : INFO : Epoch 1986 | loss: 0.0311734 | val_loss: 0.03117 | Time: 1377.8 ms
[2021-02-01 19:20:22 main:574] : INFO : Epoch 1987 | loss: 0.0311725 | val_loss: 0.0311694 | Time: 1471.54 ms
[2021-02-01 19:20:23 main:574] : INFO : Epoch 1988 | loss: 0.0311728 | val_loss: 0.0311688 | Time: 1237.16 ms
[2021-02-01 19:20:25 main:574] : INFO : Epoch 1989 | loss: 0.0311727 | val_loss: 0.0311706 | Time: 1483.19 ms
[2021-02-01 19:20:26 main:574] : INFO : Epoch 1990 | loss: 0.0311726 | val_loss: 0.0311687 | Time: 1465.93 ms
[2021-02-01 19:20:28 main:574] : INFO : Epoch 1991 | loss: 0.0311721 | val_loss: 0.0311686 | Time: 1697.63 ms
[2021-02-01 19:20:30 main:574] : INFO : Epoch 1992 | loss: 0.0311714 | val_loss: 0.0311702 | Time: 1614.04 ms
[2021-02-01 19:20:31 main:574] : INFO : Epoch 1993 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 1218.9 ms
[2021-02-01 19:20:32 main:574] : INFO : Epoch 1994 | loss: 0.0311758 | val_loss: 0.0311761 | Time: 1197.93 ms
[2021-02-01 19:20:34 main:574] : INFO : Epoch 1995 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 1574.31 ms
[2021-02-01 19:20:35 main:574] : INFO : Epoch 1996 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 1181.28 ms
[2021-02-01 19:20:36 main:574] : INFO : Epoch 1997 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 1205.44 ms
[2021-02-01 19:20:38 main:574] : INFO : Epoch 1998 | loss: 0.0311752 | val_loss: 0.031175 | Time: 1624.9 ms
[2021-02-01 19:20:39 main:574] : INFO : Epoch 1999 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 1221.64 ms
[2021-02-01 19:20:40 main:574] : INFO : Epoch 2000 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 1234.3 ms
[2021-02-01 19:20:42 main:574] : INFO : Epoch 2001 | loss: 0.0311773 | val_loss: 0.031181 | Time: 1526.57 ms
[2021-02-01 19:20:43 main:574] : INFO : Epoch 2002 | loss: 0.0311769 | val_loss: 0.031177 | Time: 1234.59 ms
[2021-02-01 19:20:44 main:574] : INFO : Epoch 2003 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 1267.07 ms
[2021-02-01 19:20:46 main:574] : INFO : Epoch 2004 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 1583.01 ms
[2021-02-01 19:20:47 main:574] : INFO : Epoch 2005 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 1224.03 ms
[2021-02-01 19:20:48 main:574] : INFO : Epoch 2006 | loss: 0.0311783 | val_loss: 0.0311756 | Time: 1252.82 ms
[2021-02-01 19:20:50 main:574] : INFO : Epoch 2007 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 1602.32 ms
[2021-02-01 19:20:51 main:574] : INFO : Epoch 2008 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1184.34 ms
[2021-02-01 19:20:52 main:574] : INFO : Epoch 2009 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 1201.79 ms
[2021-02-01 19:20:54 main:574] : INFO : Epoch 2010 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 1525.34 ms
[2021-02-01 19:20:55 main:574] : INFO : Epoch 2011 | loss: 0.0311734 | val_loss: 0.0311734 | Time: 1187.21 ms
[2021-02-01 19:20:56 main:574] : INFO : Epoch 2012 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 1197.6 ms
[2021-02-01 19:20:58 main:574] : INFO : Epoch 2013 | loss: 0.0311717 | val_loss: 0.0311743 | Time: 1542.47 ms
[2021-02-01 19:20:59 main:574] : INFO : Epoch 2014 | loss: 0.0311722 | val_loss: 0.031175 | Time: 1208.37 ms
[2021-02-01 19:21:00 main:574] : INFO : Epoch 2015 | loss: 0.0311728 | val_loss: 0.031177 | Time: 1239.57 ms
[2021-02-01 19:21:02 main:574] : INFO : Epoch 2016 | loss: 0.0311717 | val_loss: 0.0311726 | Time: 1583.19 ms
[2021-02-01 19:21:03 main:574] : INFO : Epoch 2017 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 1164.34 ms
[2021-02-01 19:21:04 main:574] : INFO : Epoch 2018 | loss: 0.0311741 | val_loss: 0.0311736 | Time: 1205.99 ms
[2021-02-01 19:21:06 main:574] : INFO : Epoch 2019 | loss: 0.0311758 | val_loss: 0.0311755 | Time: 1555.2 ms
[2021-02-01 19:21:07 main:574] : INFO : Epoch 2020 | loss: 0.0311746 | val_loss: 0.031176 | Time: 1211.66 ms
[2021-02-01 19:21:08 main:574] : INFO : Epoch 2021 | loss: 0.031175 | val_loss: 0.0311741 | Time: 1218.84 ms
[2021-02-01 19:21:10 main:574] : INFO : Epoch 2022 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1623.89 ms
[2021-02-01 19:21:11 main:574] : INFO : Epoch 2023 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1218.83 ms
[2021-02-01 19:21:12 main:574] : INFO : Epoch 2024 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 1257.87 ms
[2021-02-01 19:21:14 main:574] : INFO : Epoch 2025 | loss: 0.0311765 | val_loss: 0.0311743 | Time: 1532.32 ms
[2021-02-01 19:21:15 main:574] : INFO : Epoch 2026 | loss: 0.0311766 | val_loss: 0.0311747 | Time: 1207.77 ms
[2021-02-01 19:21:16 main:574] : INFO : Epoch 2027 | loss: 0.0311747 | val_loss: 0.0311761 | Time: 1204.91 ms
[2021-02-01 19:21:18 main:574] : INFO : Epoch 2028 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 1546.1 ms
[2021-02-01 19:21:19 main:574] : INFO : Epoch 2029 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 1223.14 ms
[2021-02-01 19:21:20 main:574] : INFO : Epoch 2030 | loss: 0.0311755 | val_loss: 0.0311745 | Time: 1180.51 ms
[2021-02-01 19:21:22 main:574] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311739 | Time: 1562.3 ms
[2021-02-01 19:21:23 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311775 | Time: 1200.6 ms
[2021-02-01 19:21:24 main:574] : INFO : Epoch 2033 | loss: 0.0311778 | val_loss: 0.0311777 | Time: 1209.39 ms
[2021-02-01 19:21:26 main:574] : INFO : Epoch 2034 | loss: 0.0311762 | val_loss: 0.0311765 | Time: 1540.14 ms
[2021-02-01 19:21:27 main:574] : INFO : Epoch 2035 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 1176.21 ms
[2021-02-01 19:21:29 main:574] : INFO : Epoch 2036 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 1718.92 ms
[2021-02-01 19:21:30 main:574] : INFO : Epoch 2037 | loss: 0.031174 | val_loss: 0.0311741 | Time: 1528.79 ms
[2021-02-01 19:21:32 main:574] : INFO : Epoch 2038 | loss: 0.031175 | val_loss: 0.0311748 | Time: 1292.75 ms
[2021-02-01 19:21:33 main:574] : INFO : Epoch 2039 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 1404.87 ms
[2021-02-01 19:21:34 main:574] : INFO : Epoch 2040 | loss: 0.0311753 | val_loss: 0.0311758 | Time: 1403.61 ms
[2021-02-01 19:21:36 main:574] : INFO : Epoch 2041 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 1222.98 ms
[2021-02-01 19:21:37 main:574] : INFO : Epoch 2042 | loss: 0.031176 | val_loss: 0.0311765 | Time: 1469.34 ms
[2021-02-01 19:21:38 main:574] : INFO : Epoch 2043 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 1377.01 ms
[2021-02-01 19:21:40 main:574] : INFO : Epoch 2044 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 1244.35 ms
[2021-02-01 19:21:41 main:574] : INFO : Epoch 2045 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1470.55 ms
[2021-02-01 19:21:43 main:574] : INFO : Epoch 2046 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 1291.95 ms
[2021-02-01 19:21:44 main:574] : INFO : Epoch 2047 | loss: 0.0311727 | val_loss: 0.031174 | Time: 1228.82 ms
[2021-02-01 19:21:45 main:574] : INFO : Epoch 2048 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 1518.15 ms
[2021-02-01 19:21:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311729
[2021-02-01 19:21:45 main:603] : INFO : Saving end state to config to file
[2021-02-01 19:21:45 main:608] : INFO : Success, exiting..
19:21:45 (97084): 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)