Task 7368655
| Name | ParityModified-1631730431-28276-0_0 |
| Workunit | 5044755 |
| Created | 15 Sep 2021, 18:27:14 UTC |
| Sent | 16 Sep 2021, 21:07:38 UTC |
| Report deadline | 24 Sep 2021, 21:07:38 UTC |
| Received | 17 Sep 2021, 3:35:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 1 hours 4 min 50 sec |
| CPU time | 58 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0311797 | Time: 1566.54 ms [2021-09-16 23:06:36 main:574] : INFO : Epoch 1572 | loss: 0.0311447 | val_loss: 0.0311875 | Time: 1539.79 ms [2021-09-16 23:06:38 main:574] : INFO : Epoch 1573 | loss: 0.0311477 | val_loss: 0.0311873 | Time: 1542.61 ms [2021-09-16 23:06:40 main:574] : INFO : Epoch 1574 | loss: 0.031144 | val_loss: 0.0311872 | Time: 1544.52 ms [2021-09-16 23:06:41 main:574] : INFO : Epoch 1575 | loss: 0.0311443 | val_loss: 0.0311889 | Time: 1513.54 ms [2021-09-16 23:06:43 main:574] : INFO : Epoch 1576 | loss: 0.0311437 | val_loss: 0.0311843 | Time: 1551.41 ms [2021-09-16 23:06:44 main:574] : INFO : Epoch 1577 | loss: 0.0311442 | val_loss: 0.0311864 | Time: 1532.85 ms [2021-09-16 23:06:46 main:574] : INFO : Epoch 1578 | loss: 0.0311425 | val_loss: 0.0311817 | Time: 1545.03 ms [2021-09-16 23:06:48 main:574] : INFO : Epoch 1579 | loss: 0.0311412 | val_loss: 0.0311862 | Time: 1590.45 ms [2021-09-16 23:06:49 main:574] : INFO : Epoch 1580 | loss: 0.0311416 | val_loss: 0.0311879 | Time: 1623.58 ms [2021-09-16 23:06:51 main:574] : INFO : Epoch 1581 | loss: 0.0311402 | val_loss: 0.0311903 | Time: 1699.38 ms [2021-09-16 23:06:53 main:574] : INFO : Epoch 1582 | loss: 0.0311527 | val_loss: 0.031182 | Time: 1690.92 ms [2021-09-16 23:06:55 main:574] : INFO : Epoch 1583 | loss: 0.0311498 | val_loss: 0.0311902 | Time: 1742.36 ms [2021-09-16 23:06:57 main:574] : INFO : Epoch 1584 | loss: 0.0311467 | val_loss: 0.0311807 | Time: 1748.03 ms [2021-09-16 23:06:58 main:574] : INFO : Epoch 1585 | loss: 0.0311473 | val_loss: 0.0311856 | Time: 1760.97 ms [2021-09-16 23:07:00 main:574] : INFO : Epoch 1586 | loss: 0.0311429 | val_loss: 0.0311874 | Time: 1712.7 ms [2021-09-16 23:07:02 main:574] : INFO : Epoch 1587 | loss: 0.0311412 | val_loss: 0.0311857 | Time: 1802.99 ms [2021-09-16 23:07:04 main:574] : INFO : Epoch 1588 | loss: 0.0311401 | val_loss: 0.0311875 | Time: 1705.37 ms [2021-09-16 23:07:06 main:574] : INFO : Epoch 1589 | loss: 0.0311432 | val_loss: 0.0311856 | Time: 1802.9 ms [2021-09-16 23:07:08 main:574] : INFO : Epoch 1590 | loss: 0.0311402 | val_loss: 0.0311937 | Time: 1856.86 ms [2021-09-16 23:07:10 main:574] : INFO : Epoch 1591 | loss: 0.0311397 | val_loss: 0.0311881 | Time: 1854.77 ms [2021-09-16 23:07:12 main:574] : INFO : Epoch 1592 | loss: 0.0311408 | val_loss: 0.0311953 | Time: 1828.8 ms [2021-09-16 23:07:14 main:574] : INFO : Epoch 1593 | loss: 0.0311429 | val_loss: 0.0311884 | Time: 1881.29 ms [2021-09-16 23:07:16 main:574] : INFO : Epoch 1594 | loss: 0.0311442 | val_loss: 0.0311891 | Time: 1865.49 ms [2021-09-16 23:07:18 main:574] : INFO : Epoch 1595 | loss: 0.0311479 | val_loss: 0.0311875 | Time: 1901.37 ms [2021-09-16 23:07:20 main:574] : INFO : Epoch 1596 | loss: 0.0311471 | val_loss: 0.0311927 | Time: 1908.56 ms [2021-09-16 23:07:22 main:574] : INFO : Epoch 1597 | loss: 0.0311405 | val_loss: 0.0311855 | Time: 1923.22 ms [2021-09-16 23:07:24 main:574] : INFO : Epoch 1598 | loss: 0.0311392 | val_loss: 0.0311874 | Time: 1890.6 ms [2021-09-16 23:07:26 main:574] : INFO : Epoch 1599 | loss: 0.0311426 | val_loss: 0.0311956 | Time: 1917.31 ms [2021-09-16 23:07:28 main:574] : INFO : Epoch 1600 | loss: 0.0311422 | val_loss: 0.0311898 | Time: 1901.1 ms [2021-09-16 23:07:30 main:574] : INFO : Epoch 1601 | loss: 0.0311444 | val_loss: 0.031185 | Time: 1981.21 ms [2021-09-16 23:07:32 main:574] : INFO : Epoch 1602 | loss: 0.0311455 | val_loss: 0.0311871 | Time: 1926.9 ms [2021-09-16 23:07:34 main:574] : INFO : Epoch 1603 | loss: 0.0311477 | val_loss: 0.0311889 | Time: 1907.67 ms [2021-09-16 23:07:36 main:574] : INFO : Epoch 1604 | loss: 0.0311436 | val_loss: 0.0311842 | Time: 1958.06 ms [2021-09-16 23:07:38 main:574] : INFO : Epoch 1605 | loss: 0.0311428 | val_loss: 0.0311845 | Time: 1952.8 ms [2021-09-16 23:07:40 main:574] : INFO : Epoch 1606 | loss: 0.0311417 | val_loss: 0.031187 | Time: 1932.86 ms [2021-09-16 23:07:42 main:574] : INFO : Epoch 1607 | loss: 0.0311415 | val_loss: 0.0311958 | Time: 1935.82 ms [2021-09-16 23:07:44 main:574] : INFO : Epoch 1608 | loss: 0.0311416 | val_loss: 0.0311917 | Time: 2017.29 ms [2021-09-16 23:07:46 main:574] : INFO : Epoch 1609 | loss: 0.0311412 | val_loss: 0.0311907 | Time: 2069.74 ms [2021-09-16 23:07:48 main:574] : INFO : Epoch 1610 | loss: 0.0311386 | val_loss: 0.0311964 | Time: 1935 ms [2021-09-16 23:07:50 main:574] : INFO : Epoch 1611 | loss: 0.0311391 | val_loss: 0.0311876 | Time: 2149.52 ms [2021-09-16 23:07:52 main:574] : INFO : Epoch 1612 | loss: 0.0311418 | val_loss: 0.031186 | Time: 1951.91 ms [2021-09-16 23:07:54 main:574] : INFO : Epoch 1613 | loss: 0.0311431 | val_loss: 0.0311914 | Time: 1946.41 ms [2021-09-16 23:07:56 main:574] : INFO : Epoch 1614 | loss: 0.0311405 | val_loss: 0.0311897 | Time: 1919.71 ms [2021-09-16 23:07:59 main:574] : INFO : Epoch 1615 | loss: 0.0311405 | val_loss: 0.0311865 | Time: 1924.97 ms [2021-09-16 23:08:01 main:574] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311885 | Time: 1972.45 ms [2021-09-16 23:08:03 main:574] : INFO : Epoch 1617 | loss: 0.0311376 | val_loss: 0.0311909 | Time: 1927.39 ms [2021-09-16 23:08:05 main:574] : INFO : Epoch 1618 | loss: 0.0311379 | val_loss: 0.0311849 | Time: 1961.05 ms [2021-09-16 23:08:07 main:574] : INFO : Epoch 1619 | loss: 0.031142 | val_loss: 0.0311867 | Time: 1895.34 ms [2021-09-16 23:08:11 main:574] : INFO : Epoch 1620 | loss: 0.0311409 | val_loss: 0.0311921 | Time: 1822.43 ms [2021-09-16 23:08:14 main:574] : INFO : Epoch 1621 | loss: 0.0311389 | val_loss: 0.0311918 | Time: 1847.4 ms [2021-09-16 23:08:15 main:574] : INFO : Epoch 1622 | loss: 0.031143 | val_loss: 0.0311802 | Time: 1644.58 ms [2021-09-16 23:08:17 main:574] : INFO : Epoch 1623 | loss: 0.0311487 | val_loss: 0.0311893 | Time: 1528.93 ms [2021-09-16 23:08:18 main:574] : INFO : Epoch 1624 | loss: 0.0311475 | val_loss: 0.0311829 | Time: 1428.34 ms [2021-09-16 23:08:20 main:574] : INFO : Epoch 1625 | loss: 0.0311433 | val_loss: 0.0311867 | Time: 1465.88 ms [2021-09-16 23:08:22 main:574] : INFO : Epoch 1626 | loss: 0.0311397 | val_loss: 0.0311867 | Time: 1439.35 ms [2021-09-16 23:08:23 main:574] : INFO : Epoch 1627 | loss: 0.0311396 | val_loss: 0.0311924 | Time: 1428.13 ms [2021-09-16 23:08:25 main:574] : INFO : Epoch 1628 | loss: 0.0311384 | val_loss: 0.0311844 | Time: 1423.54 ms [2021-09-16 23:08:26 main:574] : INFO : Epoch 1629 | loss: 0.0311696 | val_loss: 0.0311865 | Time: 1569.54 ms [2021-09-16 23:08:28 main:574] : INFO : Epoch 1630 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 1466.61 ms [2021-09-16 23:08:30 main:574] : INFO : Epoch 1631 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 1434.59 ms [2021-09-16 23:08:31 main:574] : INFO : Epoch 1632 | loss: 0.031164 | val_loss: 0.031176 | Time: 1434.6 ms [2021-09-16 23:08:33 main:574] : INFO : Epoch 1633 | loss: 0.0311591 | val_loss: 0.0311779 | Time: 1437.95 ms [2021-09-16 23:08:35 main:574] : INFO : Epoch 1634 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 1513.18 ms [2021-09-16 23:08:36 main:574] : INFO : Epoch 1635 | loss: 0.0311562 | val_loss: 0.0311793 | Time: 1510.72 ms [2021-09-16 23:08:38 main:574] : INFO : Epoch 1636 | loss: 0.0311541 | val_loss: 0.0311781 | Time: 1532.92 ms [2021-09-16 23:08:39 main:574] : INFO : Epoch 1637 | loss: 0.0311519 | val_loss: 0.0311739 | Time: 1503.51 ms [2021-09-16 23:08:41 main:574] : INFO : Epoch 1638 | loss: 0.0311495 | val_loss: 0.0311758 | Time: 1504.1 ms [2021-09-16 23:08:43 main:574] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.0311756 | Time: 1505.4 ms [2021-09-16 23:08:44 main:574] : INFO : Epoch 1640 | loss: 0.0311473 | val_loss: 0.0311771 | Time: 1519.09 ms [2021-09-16 23:08:46 main:574] : INFO : Epoch 1641 | loss: 0.0311455 | val_loss: 0.0311764 | Time: 1463.78 ms [2021-09-16 23:08:48 main:574] : INFO : Epoch 1642 | loss: 0.0311456 | val_loss: 0.0311775 | Time: 1470.8 ms [2021-09-16 23:08:49 main:574] : INFO : Epoch 1643 | loss: 0.0311456 | val_loss: 0.0311747 | Time: 1506.25 ms [2021-09-16 23:08:51 main:574] : INFO : Epoch 1644 | loss: 0.0311458 | val_loss: 0.0311768 | Time: 1499.37 ms [2021-09-16 23:08:53 main:574] : INFO : Epoch 1645 | loss: 0.0311449 | val_loss: 0.0311769 | Time: 1485.84 ms [2021-09-16 23:08:55 main:574] : INFO : Epoch 1646 | loss: 0.0311437 | val_loss: 0.0311787 | Time: 1483.72 ms [2021-09-16 23:08:56 main:574] : INFO : Epoch 1647 | loss: 0.0311413 | val_loss: 0.031176 | Time: 1526.13 ms [2021-09-16 23:08:58 main:574] : INFO : Epoch 1648 | loss: 0.0311418 | val_loss: 0.0311818 | Time: 1426.33 ms [2021-09-16 23:08:59 main:574] : INFO : Epoch 1649 | loss: 0.03115 | val_loss: 0.0311819 | Time: 1452.78 ms [2021-09-16 23:09:01 main:574] : INFO : Epoch 1650 | loss: 0.0311513 | val_loss: 0.0311808 | Time: 1441.87 ms [2021-09-16 23:09:02 main:574] : INFO : Epoch 1651 | loss: 0.0311477 | val_loss: 0.0311826 | Time: 1457.7 ms [2021-09-16 23:09:04 main:574] : INFO : Epoch 1652 | loss: 0.0311461 | val_loss: 0.0311825 | Time: 1455.04 ms [2021-09-16 23:09:05 main:574] : INFO : Epoch 1653 | loss: 0.0311444 | val_loss: 0.0311831 | Time: 1401.96 ms [2021-09-16 23:09:07 main:574] : INFO : Epoch 1654 | loss: 0.0311429 | val_loss: 0.0311828 | Time: 1437.35 ms [2021-09-16 23:09:09 main:574] : INFO : Epoch 1655 | loss: 0.0311428 | val_loss: 0.0311848 | Time: 1444.36 ms [2021-09-16 23:09:10 main:574] : INFO : Epoch 1656 | loss: 0.0311423 | val_loss: 0.0311844 | Time: 1462.3 ms [2021-09-16 23:09:12 main:574] : INFO : Epoch 1657 | loss: 0.0311403 | val_loss: 0.0311893 | Time: 1470.12 ms [2021-09-16 23:09:13 main:574] : INFO : Epoch 1658 | loss: 0.031142 | val_loss: 0.0311862 | Time: 1471.3 ms [2021-09-16 23:09:15 main:574] : INFO : Epoch 1659 | loss: 0.0311424 | val_loss: 0.0311815 | Time: 1523.32 ms [2021-09-16 23:09:16 main:574] : INFO : Epoch 1660 | loss: 0.0311443 | val_loss: 0.0311829 | Time: 1491.03 ms [2021-09-16 23:09:18 main:574] : INFO : Epoch 1661 | loss: 0.0311419 | val_loss: 0.031181 | Time: 1493.19 ms [2021-09-16 23:09:20 main:574] : INFO : Epoch 1662 | loss: 0.0311407 | val_loss: 0.0311866 | Time: 1543.75 ms [2021-09-16 23:09:21 main:574] : INFO : Epoch 1663 | loss: 0.0311399 | val_loss: 0.0311833 | Time: 1596.71 ms [2021-09-16 23:09:23 main:574] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.0311834 | Time: 1531.8 ms [2021-09-16 23:09:24 main:574] : INFO : Epoch 1665 | loss: 0.0311395 | val_loss: 0.0311816 | Time: 1527.15 ms [2021-09-16 23:09:26 main:574] : INFO : Epoch 1666 | loss: 0.0311385 | val_loss: 0.0311834 | Time: 1565.92 ms [2021-09-16 23:09:28 main:574] : INFO : Epoch 1667 | loss: 0.0311433 | val_loss: 0.03118 | Time: 1529.06 ms [2021-09-16 23:09:29 main:574] : INFO : Epoch 1668 | loss: 0.0311508 | val_loss: 0.0311806 | Time: 1573.25 ms [2021-09-16 23:09:31 main:574] : INFO : Epoch 1669 | loss: 0.0313918 | val_loss: 0.0322544 | Time: 1525.13 ms [2021-09-16 23:09:33 main:574] : INFO : Epoch 1670 | loss: 0.0366688 | val_loss: 0.0347195 | Time: 1553.07 ms [2021-09-16 23:09:34 main:574] : INFO : Epoch 1671 | loss: 0.034969 | val_loss: 0.0535425 | Time: 1549.38 ms [2021-09-16 23:09:36 main:574] : INFO : Epoch 1672 | loss: 0.0345254 | val_loss: 0.0317762 | Time: 1530.4 ms [2021-09-16 23:09:37 main:574] : INFO : Epoch 1673 | loss: 0.0314915 | val_loss: 0.0313327 | Time: 1519.35 ms [2021-09-16 23:09:39 main:574] : INFO : Epoch 1674 | loss: 0.0312898 | val_loss: 0.0312504 | Time: 1556.37 ms [2021-09-16 23:09:41 main:574] : INFO : Epoch 1675 | loss: 0.0312506 | val_loss: 0.0312452 | Time: 1531.31 ms [2021-09-16 23:09:42 main:574] : INFO : Epoch 1676 | loss: 0.0312419 | val_loss: 0.0312387 | Time: 1538.61 ms [2021-09-16 23:09:44 main:574] : INFO : Epoch 1677 | loss: 0.0312373 | val_loss: 0.0312352 | Time: 1575.11 ms [2021-09-16 23:09:45 main:574] : INFO : Epoch 1678 | loss: 0.0312332 | val_loss: 0.0312306 | Time: 1526.9 ms [2021-09-16 23:09:47 main:574] : INFO : Epoch 1679 | loss: 0.0312277 | val_loss: 0.0312245 | Time: 1545.87 ms [2021-09-16 23:09:49 main:574] : INFO : Epoch 1680 | loss: 0.031221 | val_loss: 0.0312178 | Time: 1546.96 ms [2021-09-16 23:09:50 main:574] : INFO : Epoch 1681 | loss: 0.0312135 | val_loss: 0.0312097 | Time: 1524.95 ms [2021-09-16 23:09:52 main:574] : INFO : Epoch 1682 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 1580.61 ms [2021-09-16 23:09:53 main:574] : INFO : Epoch 1683 | loss: 0.0311972 | val_loss: 0.031196 | Time: 1506.62 ms [2021-09-16 23:09:56 main:574] : INFO : Epoch 1684 | loss: 0.03119 | val_loss: 0.0311893 | Time: 1692.04 ms [2021-09-16 23:09:57 main:574] : INFO : Epoch 1685 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 1742.58 ms [2021-09-16 23:09:59 main:574] : INFO : Epoch 1686 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 1774.45 ms [2021-09-16 23:10:01 main:574] : INFO : Epoch 1687 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1788.35 ms [2021-09-16 23:10:03 main:574] : INFO : Epoch 1688 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1866.46 ms [2021-09-16 23:10:05 main:574] : INFO : Epoch 1689 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 1863.4 ms [2021-09-16 23:10:07 main:574] : INFO : Epoch 1690 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 1794.34 ms [2021-09-16 23:10:09 main:574] : INFO : Epoch 1691 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1806.35 ms [2021-09-16 23:10:11 main:574] : INFO : Epoch 1692 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1846.33 ms [2021-09-16 23:10:13 main:574] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 1851.54 ms [2021-09-16 23:10:15 main:574] : INFO : Epoch 1694 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 1884.8 ms [2021-09-16 23:10:17 main:574] : INFO : Epoch 1695 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 1895.44 ms [2021-09-16 23:10:19 main:574] : INFO : Epoch 1696 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1871.59 ms [2021-09-16 23:10:21 main:574] : INFO : Epoch 1697 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1910.16 ms [2021-09-16 23:10:23 main:574] : INFO : Epoch 1698 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 1890.46 ms [2021-09-16 23:10:25 main:574] : INFO : Epoch 1699 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1904.74 ms [2021-09-16 23:10:27 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1927.79 ms [2021-09-16 23:10:29 main:574] : INFO : Epoch 1701 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 1928.43 ms [2021-09-16 23:10:31 main:574] : INFO : Epoch 1702 | loss: 0.0311634 | val_loss: 0.0311756 | Time: 1915.78 ms [2021-09-16 23:10:33 main:574] : INFO : Epoch 1703 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 1896.76 ms [2021-09-16 23:10:35 main:574] : INFO : Epoch 1704 | loss: 0.0311618 | val_loss: 0.031174 | Time: 1927.79 ms [2021-09-16 23:10:37 main:574] : INFO : Epoch 1705 | loss: 0.0311626 | val_loss: 0.0311743 | Time: 1917.37 ms [2021-09-16 23:10:39 main:574] : INFO : Epoch 1706 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 1946.38 ms [2021-09-16 23:10:41 main:574] : INFO : Epoch 1707 | loss: 0.0311612 | val_loss: 0.0311735 | Time: 1938.44 ms [2021-09-16 23:10:43 main:574] : INFO : Epoch 1708 | loss: 0.0311612 | val_loss: 0.031174 | Time: 1933.92 ms [2021-09-16 23:10:45 main:574] : INFO : Epoch 1709 | loss: 0.0311598 | val_loss: 0.031174 | Time: 1887.74 ms [2021-09-16 23:10:47 main:574] : INFO : Epoch 1710 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 1949.76 ms [2021-09-16 23:10:49 main:574] : INFO : Epoch 1711 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 1922.67 ms [2021-09-16 23:10:51 main:574] : INFO : Epoch 1712 | loss: 0.031162 | val_loss: 0.0311756 | Time: 1942.03 ms [2021-09-16 23:10:53 main:574] : INFO : Epoch 1713 | loss: 0.0311607 | val_loss: 0.0311739 | Time: 1971.16 ms [2021-09-16 23:10:55 main:574] : INFO : Epoch 1714 | loss: 0.0311599 | val_loss: 0.0311758 | Time: 1994.93 ms [2021-09-16 23:10:57 main:574] : INFO : Epoch 1715 | loss: 0.0311587 | val_loss: 0.0311755 | Time: 1930.25 ms [2021-09-16 23:10:59 main:574] : INFO : Epoch 1716 | loss: 0.031158 | val_loss: 0.0311754 | Time: 1956.4 ms [2021-09-16 23:11:01 main:574] : INFO : Epoch 1717 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1955.66 ms [2021-09-16 23:11:03 main:574] : INFO : Epoch 1718 | loss: 0.0311572 | val_loss: 0.0311735 | Time: 1940.44 ms [2021-09-16 23:11:05 main:574] : INFO : Epoch 1719 | loss: 0.0311598 | val_loss: 0.0311765 | Time: 1923.81 ms [2021-09-16 23:11:07 main:574] : INFO : Epoch 1720 | loss: 0.0311571 | val_loss: 0.0311742 | Time: 1988.68 ms [2021-09-16 23:11:09 main:574] : INFO : Epoch 1721 | loss: 0.0311575 | val_loss: 0.0311736 | Time: 1966.34 ms [2021-09-16 23:11:11 main:574] : INFO : Epoch 1722 | loss: 0.0311558 | val_loss: 0.0311761 | Time: 1954.58 ms [2021-09-16 23:11:13 main:574] : INFO : Epoch 1723 | loss: 0.0311563 | val_loss: 0.0311773 | Time: 1957.17 ms [2021-09-16 23:11:15 main:574] : INFO : Epoch 1724 | loss: 0.0311564 | val_loss: 0.0311752 | Time: 1956.45 ms [2021-09-16 23:11:17 main:574] : INFO : Epoch 1725 | loss: 0.0311538 | val_loss: 0.0311758 | Time: 1884.01 ms [2021-09-16 23:11:19 main:574] : INFO : Epoch 1726 | loss: 0.0311535 | val_loss: 0.0311774 | Time: 1840.35 ms [2021-09-16 23:11:21 main:574] : INFO : Epoch 1727 | loss: 0.0311529 | val_loss: 0.0311774 | Time: 1827.69 ms [2021-09-16 23:11:23 main:574] : INFO : Epoch 1728 | loss: 0.0311521 | val_loss: 0.0311766 | Time: 1633.78 ms [2021-09-16 23:11:25 main:574] : INFO : Epoch 1729 | loss: 0.0311514 | val_loss: 0.0311794 | Time: 1559.3 ms [2021-09-16 23:11:26 main:574] : INFO : Epoch 1730 | loss: 0.0311518 | val_loss: 0.0311769 | Time: 1527.07 ms [2021-09-16 23:11:28 main:574] : INFO : Epoch 1731 | loss: 0.0311517 | val_loss: 0.0311779 | Time: 1513 ms [2021-09-16 23:11:29 main:574] : INFO : Epoch 1732 | loss: 0.031152 | val_loss: 0.0311782 | Time: 1580.48 ms [2021-09-16 23:11:31 main:574] : INFO : Epoch 1733 | loss: 0.0311504 | val_loss: 0.0311754 | Time: 1492.42 ms [2021-09-16 23:11:33 main:574] : INFO : Epoch 1734 | loss: 0.0311504 | val_loss: 0.0311786 | Time: 1545.14 ms [2021-09-16 23:11:34 main:574] : INFO : Epoch 1735 | loss: 0.0311492 | val_loss: 0.0311787 | Time: 1531.37 ms [2021-09-16 23:11:36 main:574] : INFO : Epoch 1736 | loss: 0.0311518 | val_loss: 0.0311775 | Time: 1553.08 ms [2021-09-16 23:11:38 main:574] : INFO : Epoch 1737 | loss: 0.0311522 | val_loss: 0.0311776 | Time: 1508.82 ms [2021-09-16 23:11:39 main:574] : INFO : Epoch 1738 | loss: 0.0311608 | val_loss: 0.0311716 | Time: 1537.15 ms [2021-09-16 23:11:41 main:574] : INFO : Epoch 1739 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 1564.49 ms [2021-09-16 23:11:43 main:574] : INFO : Epoch 1740 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 1548.15 ms [2021-09-16 23:11:44 main:574] : INFO : Epoch 1741 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1507.41 ms [2021-09-16 23:11:46 main:574] : INFO : Epoch 1742 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 1551.71 ms [2021-09-16 23:11:47 main:574] : INFO : Epoch 1743 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 1533.96 ms [2021-09-16 23:11:49 main:574] : INFO : Epoch 1744 | loss: 0.0311536 | val_loss: 0.0311745 | Time: 1547.69 ms [2021-09-16 23:11:51 main:574] : INFO : Epoch 1745 | loss: 0.0311558 | val_loss: 0.0311851 | Time: 1542.55 ms [2021-09-16 23:11:52 main:574] : INFO : Epoch 1746 | loss: 0.0311534 | val_loss: 0.0311731 | Time: 1521.62 ms [2021-09-16 23:11:54 main:574] : INFO : Epoch 1747 | loss: 0.031151 | val_loss: 0.0311737 | Time: 1524.71 ms [2021-09-16 23:11:55 main:574] : INFO : Epoch 1748 | loss: 0.0311506 | val_loss: 0.0311789 | Time: 1534.45 ms [2021-09-16 23:11:57 main:574] : INFO : Epoch 1749 | loss: 0.0311513 | val_loss: 0.0311758 | Time: 1542.18 ms [2021-09-16 23:11:59 main:574] : INFO : Epoch 1750 | loss: 0.0311488 | val_loss: 0.0311756 | Time: 1501.9 ms [2021-09-16 23:12:00 main:574] : INFO : Epoch 1751 | loss: 0.0311478 | val_loss: 0.0311764 | Time: 1685.67 ms [2021-09-16 23:12:02 main:574] : INFO : Epoch 1752 | loss: 0.0311473 | val_loss: 0.0311763 | Time: 1723.15 ms [2021-09-16 23:12:04 main:574] : INFO : Epoch 1753 | loss: 0.0311483 | val_loss: 0.0311771 | Time: 1742.65 ms [2021-09-16 23:12:06 main:574] : INFO : Epoch 1754 | loss: 0.0311469 | val_loss: 0.03118 | Time: 1786.1 ms [2021-09-16 23:12:08 main:574] : INFO : Epoch 1755 | loss: 0.0311494 | val_loss: 0.0311799 | Time: 1850.58 ms [2021-09-16 23:12:10 main:574] : INFO : Epoch 1756 | loss: 0.0311529 | val_loss: 0.0311772 | Time: 1817.29 ms [2021-09-16 23:12:12 main:574] : INFO : Epoch 1757 | loss: 0.0311482 | val_loss: 0.0311794 | Time: 1811.52 ms [2021-09-16 23:12:14 main:574] : INFO : Epoch 1758 | loss: 0.0311457 | val_loss: 0.0311762 | Time: 1857.4 ms [2021-09-16 23:12:16 main:574] : INFO : Epoch 1759 | loss: 0.0311448 | val_loss: 0.0311787 | Time: 1854.61 ms [2021-09-16 23:12:17 main:574] : INFO : Epoch 1760 | loss: 0.0311472 | val_loss: 0.031179 | Time: 1863.46 ms [2021-09-16 23:12:19 main:574] : INFO : Epoch 1761 | loss: 0.0311458 | val_loss: 0.0311758 | Time: 1885.7 ms [2021-09-16 23:12:21 main:574] : INFO : Epoch 1762 | loss: 0.0311501 | val_loss: 0.0311801 | Time: 1857.3 ms [2021-09-16 23:12:23 main:574] : INFO : Epoch 1763 | loss: 0.031149 | val_loss: 0.0311796 | Time: 1902.73 ms [2021-09-16 23:12:25 main:574] : INFO : Epoch 1764 | loss: 0.0311493 | val_loss: 0.0311742 | Time: 1866.4 ms [2021-09-16 23:12:27 main:574] : INFO : Epoch 1765 | loss: 0.0311478 | val_loss: 0.0311776 | Time: 1909.82 ms [2021-09-16 23:12:29 main:574] : INFO : Epoch 1766 | loss: 0.0311467 | val_loss: 0.0311826 | Time: 1932.43 ms [2021-09-16 23:12:31 main:574] : INFO : Epoch 1767 | loss: 0.0311464 | val_loss: 0.0311792 | Time: 1916.28 ms [2021-09-16 23:12:34 main:574] : INFO : Epoch 1768 | loss: 0.0311452 | val_loss: 0.0311766 | Time: 1915.73 ms [2021-09-16 23:12:36 main:574] : INFO : Epoch 1769 | loss: 0.0311446 | val_loss: 0.0311774 | Time: 1912.51 ms [2021-09-16 23:12:38 main:574] : INFO : Epoch 1770 | loss: 0.0311431 | val_loss: 0.0311801 | Time: 1958.49 ms [2021-09-16 23:12:40 main:574] : INFO : Epoch 1771 | loss: 0.0311422 | val_loss: 0.0311785 | Time: 1930.24 ms [2021-09-16 23:12:42 main:574] : INFO : Epoch 1772 | loss: 0.0311425 | val_loss: 0.0311811 | Time: 1909.88 ms [2021-09-16 23:12:44 main:574] : INFO : Epoch 1773 | loss: 0.0311408 | val_loss: 0.0311843 | Time: 1955.38 ms [2021-09-16 23:12:47 main:574] : INFO : Epoch 1774 | loss: 0.0311414 | val_loss: 0.031182 | Time: 1974.7 ms [2021-09-16 23:12:49 main:574] : INFO : Epoch 1775 | loss: 0.0311422 | val_loss: 0.0311828 | Time: 1996.93 ms [2021-09-16 23:12:51 main:574] : INFO : Epoch 1776 | loss: 0.0311435 | val_loss: 0.0311823 | Time: 1977.58 ms [2021-09-16 23:12:53 main:574] : INFO : Epoch 1777 | loss: 0.031147 | val_loss: 0.0311856 | Time: 1916.06 ms [2021-09-16 23:12:55 main:574] : INFO : Epoch 1778 | loss: 0.0311457 | val_loss: 0.0311814 | Time: 1916.07 ms [2021-09-16 23:12:59 main:574] : INFO : Epoch 1779 | loss: 0.0311425 | val_loss: 0.0311779 | Time: 1977.38 ms [2021-09-16 23:13:01 main:574] : INFO : Epoch 1780 | loss: 0.0311427 | val_loss: 0.0311851 | Time: 1961.7 ms [2021-09-16 23:13:03 main:574] : INFO : Epoch 1781 | loss: 0.0311425 | val_loss: 0.031182 | Time: 1907.35 ms [2021-09-16 23:13:06 main:574] : INFO : Epoch 1782 | loss: 0.0311427 | val_loss: 0.0311783 | Time: 1929.74 ms [2021-09-16 23:13:09 main:574] : INFO : Epoch 1783 | loss: 0.0311403 | val_loss: 0.0311792 | Time: 1915.52 ms [2021-09-16 23:13:11 main:574] : INFO : Epoch 1784 | loss: 0.0311449 | val_loss: 0.0311795 | Time: 1911.74 ms [2021-09-16 23:13:13 main:574] : INFO : Epoch 1785 | loss: 0.0311453 | val_loss: 0.0311762 | Time: 1917.32 ms [2021-09-16 23:13:15 main:574] : INFO : Epoch 1786 | loss: 0.0311433 | val_loss: 0.0311787 | Time: 1939.8 ms [2021-09-16 23:13:19 main:574] : INFO : Epoch 1787 | loss: 0.0311409 | val_loss: 0.0311795 | Time: 1936.02 ms [2021-09-16 23:13:21 main:574] : INFO : Epoch 1788 | loss: 0.031141 | val_loss: 0.0311805 | Time: 1919.08 ms [2021-09-16 23:13:23 main:574] : INFO : Epoch 1789 | loss: 0.0311411 | val_loss: 0.0311805 | Time: 1917.77 ms [2021-09-16 23:13:26 main:574] : INFO : Epoch 1790 | loss: 0.0311408 | val_loss: 0.0311784 | Time: 1708.96 ms [2021-09-16 23:13:28 main:574] : INFO : Epoch 1791 | loss: 0.0311414 | val_loss: 0.031182 | Time: 1541.18 ms [2021-09-16 23:13:29 main:574] : INFO : Epoch 1792 | loss: 0.0311445 | val_loss: 0.0311876 | Time: 1590.84 ms [2021-09-16 23:13:31 main:574] : INFO : Epoch 1793 | loss: 0.0311418 | val_loss: 0.0311826 | Time: 1538.92 ms [2021-09-16 23:13:33 main:574] : INFO : Epoch 1794 | loss: 0.0311441 | val_loss: 0.0311791 | Time: 1519.6 ms [2021-09-16 23:13:35 main:574] : INFO : Epoch 1795 | loss: 0.0311496 | val_loss: 0.0311875 | Time: 1540.38 ms [2021-09-16 23:13:38 main:574] : INFO : Epoch 1796 | loss: 0.0311475 | val_loss: 0.0311804 | Time: 1540.15 ms [2021-09-16 23:13:39 main:574] : INFO : Epoch 1797 | loss: 0.0311432 | val_loss: 0.0311788 | Time: 1519.69 ms [2021-09-16 23:13:41 main:574] : INFO : Epoch 1798 | loss: 0.0311508 | val_loss: 0.0311795 | Time: 1516.62 ms [2021-09-16 23:13:42 main:574] : INFO : Epoch 1799 | loss: 0.0311508 | val_loss: 0.0311828 | Time: 1541.66 ms [2021-09-16 23:13:44 main:574] : INFO : Epoch 1800 | loss: 0.0311483 | val_loss: 0.0311799 | Time: 1533.73 ms [2021-09-16 23:13:46 main:574] : INFO : Epoch 1801 | loss: 0.0311492 | val_loss: 0.0311764 | Time: 1528.06 ms [2021-09-16 23:13:48 main:574] : INFO : Epoch 1802 | loss: 0.0311453 | val_loss: 0.0311796 | Time: 1522.26 ms [2021-09-16 23:13:49 main:574] : INFO : Epoch 1803 | loss: 0.0311435 | val_loss: 0.0311791 | Time: 1561.83 ms [2021-09-16 23:13:51 main:574] : INFO : Epoch 1804 | loss: 0.0311425 | val_loss: 0.0311817 | Time: 1616.59 ms [2021-09-16 23:13:52 main:574] : INFO : Epoch 1805 | loss: 0.0311402 | val_loss: 0.031181 | Time: 1583.37 ms [2021-09-16 23:13:54 main:574] : INFO : Epoch 1806 | loss: 0.0311404 | val_loss: 0.0311827 | Time: 1531.76 ms [2021-09-16 23:13:56 main:574] : INFO : Epoch 1807 | loss: 0.0311411 | val_loss: 0.0311871 | Time: 1536.82 ms [2021-09-16 23:13:57 main:574] : INFO : Epoch 1808 | loss: 0.0311413 | val_loss: 0.0311827 | Time: 1553.23 ms [2021-09-16 23:13:59 main:574] : INFO : Epoch 1809 | loss: 0.0311392 | val_loss: 0.0311854 | Time: 1526.17 ms [2021-09-16 23:14:00 main:574] : INFO : Epoch 1810 | loss: 0.0311405 | val_loss: 0.0311842 | Time: 1529.61 ms [2021-09-16 23:14:02 main:574] : INFO : Epoch 1811 | loss: 0.0311421 | val_loss: 0.0311789 | Time: 1545.26 ms [2021-09-16 23:14:04 main:574] : INFO : Epoch 1812 | loss: 0.0311409 | val_loss: 0.0311808 | Time: 1583.46 ms [2021-09-16 23:14:06 main:574] : INFO : Epoch 1813 | loss: 0.0311407 | val_loss: 0.0311798 | Time: 1665.51 ms [2021-09-16 23:14:07 main:574] : INFO : Epoch 1814 | loss: 0.0311398 | val_loss: 0.0311818 | Time: 1719.83 ms [2021-09-16 23:14:09 main:574] : INFO : Epoch 1815 | loss: 0.0311404 | val_loss: 0.0311903 | Time: 1656.91 ms [2021-09-16 23:14:11 main:574] : INFO : Epoch 1816 | loss: 0.0311517 | val_loss: 0.0311785 | Time: 1713.09 ms [2021-09-16 23:14:13 main:574] : INFO : Epoch 1817 | loss: 0.0311481 | val_loss: 0.0311802 | Time: 1796.84 ms [2021-09-16 23:14:15 main:574] : INFO : Epoch 1818 | loss: 0.0311464 | val_loss: 0.0311757 | Time: 1737.75 ms [2021-09-16 23:14:17 main:574] : INFO : Epoch 1819 | loss: 0.0311418 | val_loss: 0.0311779 | Time: 1777.05 ms [2021-09-16 23:14:19 main:574] : INFO : Epoch 1820 | loss: 0.0311383 | val_loss: 0.0311767 | Time: 1839.12 ms [2021-09-16 23:14:20 main:574] : INFO : Epoch 1821 | loss: 0.0311389 | val_loss: 0.0311835 | Time: 1813.71 ms [2021-09-16 23:14:22 main:574] : INFO : Epoch 1822 | loss: 0.0311395 | val_loss: 0.0311814 | Time: 1800.24 ms [2021-09-16 23:14:24 main:574] : INFO : Epoch 1823 | loss: 0.0311365 | val_loss: 0.0311766 | Time: 1794.47 ms [2021-09-16 23:14:26 main:574] : INFO : Epoch 1824 | loss: 0.031141 | val_loss: 0.0311818 | Time: 1834.99 ms [2021-09-16 23:14:28 main:574] : INFO : Epoch 1825 | loss: 0.0311483 | val_loss: 0.0311837 | Time: 1760.51 ms [2021-09-16 23:14:30 main:574] : INFO : Epoch 1826 | loss: 0.0311423 | val_loss: 0.03118 | Time: 1791.59 ms [2021-09-16 23:14:32 main:574] : INFO : Epoch 1827 | loss: 0.0311381 | val_loss: 0.0311797 | Time: 1739.73 ms [2021-09-16 23:14:34 main:574] : INFO : Epoch 1828 | loss: 0.031138 | val_loss: 0.0311914 | Time: 1890.41 ms [2021-09-16 23:14:35 main:574] : INFO : Epoch 1829 | loss: 0.0311448 | val_loss: 0.0311857 | Time: 1821.35 ms [2021-09-16 23:14:37 main:574] : INFO : Epoch 1830 | loss: 0.0311406 | val_loss: 0.0311858 | Time: 1874.8 ms [2021-09-16 23:14:39 main:574] : INFO : Epoch 1831 | loss: 0.0311368 | val_loss: 0.0311869 | Time: 1934.04 ms [2021-09-16 23:14:41 main:574] : INFO : Epoch 1832 | loss: 0.0311352 | val_loss: 0.0311856 | Time: 1864.95 ms [2021-09-16 23:14:43 main:574] : INFO : Epoch 1833 | loss: 0.031135 | val_loss: 0.0311814 | Time: 1877.53 ms [2021-09-16 23:14:45 main:574] : INFO : Epoch 1834 | loss: 0.0311382 | val_loss: 0.0311828 | Time: 1915.64 ms [2021-09-16 23:14:47 main:574] : INFO : Epoch 1835 | loss: 0.03114 | val_loss: 0.0311827 | Time: 1908.18 ms [2021-09-16 23:14:49 main:574] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.0311794 | Time: 1941.09 ms [2021-09-16 23:14:51 main:574] : INFO : Epoch 1837 | loss: 0.0311394 | val_loss: 0.0311766 | Time: 1902.04 ms [2021-09-16 23:14:53 main:574] : INFO : Epoch 1838 | loss: 0.0311377 | val_loss: 0.0311785 | Time: 1920.24 ms [2021-09-16 23:14:55 main:574] : INFO : Epoch 1839 | loss: 0.0311363 | val_loss: 0.0311823 | Time: 1963.79 ms [2021-09-16 23:14:58 main:574] : INFO : Epoch 1840 | loss: 0.031137 | val_loss: 0.0311935 | Time: 1934.62 ms [2021-09-16 23:15:00 main:574] : INFO : Epoch 1841 | loss: 0.0311455 | val_loss: 0.0311842 | Time: 1931.75 ms [2021-09-16 23:15:02 main:574] : INFO : Epoch 1842 | loss: 0.0311575 | val_loss: 0.0311797 | Time: 1965.06 ms [2021-09-16 23:15:04 main:574] : INFO : Epoch 1843 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 1917.77 ms [2021-09-16 23:15:06 main:574] : INFO : Epoch 1844 | loss: 0.0311506 | val_loss: 0.0311791 | Time: 1933.37 ms [2021-09-16 23:15:08 main:574] : INFO : Epoch 1845 | loss: 0.0311473 | val_loss: 0.0311797 | Time: 1954.41 ms [2021-09-16 23:15:10 main:574] : INFO : Epoch 1846 | loss: 0.0311447 | val_loss: 0.0311801 | Time: 1960.6 ms [2021-09-16 23:15:12 main:574] : INFO : Epoch 1847 | loss: 0.0311414 | val_loss: 0.0311873 | Time: 1937.27 ms [2021-09-16 23:15:14 main:574] : INFO : Epoch 1848 | loss: 0.0311457 | val_loss: 0.0311852 | Time: 1929.75 ms [2021-09-16 23:15:16 main:574] : INFO : Epoch 1849 | loss: 0.0311413 | val_loss: 0.031186 | Time: 1951.27 ms [2021-09-16 23:15:18 main:574] : INFO : Epoch 1850 | loss: 0.0311399 | val_loss: 0.0311828 | Time: 1929.75 ms [2021-09-16 23:15:20 main:574] : INFO : Epoch 1851 | loss: 0.0311409 | val_loss: 0.0311832 | Time: 1925.19 ms [2021-09-16 23:15:22 main:574] : INFO : Epoch 1852 | loss: 0.0311465 | val_loss: 0.0311821 | Time: 1999.8 ms [2021-09-16 23:15:24 main:574] : INFO : Epoch 1853 | loss: 0.031141 | val_loss: 0.0311815 | Time: 1945.08 ms [2021-09-16 23:15:26 main:574] : INFO : Epoch 1854 | loss: 0.0311391 | val_loss: 0.0311818 | Time: 1956.19 ms [2021-09-16 23:15:28 main:574] : INFO : Epoch 1855 | loss: 0.0311395 | val_loss: 0.0311894 | Time: 1897.63 ms [2021-09-16 23:15:30 main:574] : INFO : Epoch 1856 | loss: 0.0311376 | val_loss: 0.0311848 | Time: 1784.26 ms [2021-09-16 23:15:32 main:574] : INFO : Epoch 1857 | loss: 0.0311343 | val_loss: 0.0311853 | Time: 1668.91 ms [2021-09-16 23:15:33 main:574] : INFO : Epoch 1858 | loss: 0.0311355 | val_loss: 0.0311848 | Time: 1534.99 ms [2021-09-16 23:15:35 main:574] : INFO : Epoch 1859 | loss: 0.0311344 | val_loss: 0.0311849 | Time: 1524.89 ms [2021-09-16 23:15:36 main:574] : INFO : Epoch 1860 | loss: 0.0311332 | val_loss: 0.0311892 | Time: 1559.6 ms [2021-09-16 23:15:38 main:574] : INFO : Epoch 1861 | loss: 0.0311357 | val_loss: 0.0311841 | Time: 1553.79 ms [2021-09-16 23:15:40 main:574] : INFO : Epoch 1862 | loss: 0.0311365 | val_loss: 0.0311845 | Time: 1493.08 ms [2021-09-16 23:15:41 main:574] : INFO : Epoch 1863 | loss: 0.0311364 | val_loss: 0.0311959 | Time: 1519.26 ms [2021-09-16 23:15:43 main:574] : INFO : Epoch 1864 | loss: 0.0311384 | val_loss: 0.0311876 | Time: 1539.68 ms [2021-09-16 23:15:45 main:574] : INFO : Epoch 1865 | loss: 0.0311374 | val_loss: 0.0311871 | Time: 1536.38 ms [2021-09-16 23:15:47 main:574] : INFO : Epoch 1866 | loss: 0.0311355 | val_loss: 0.0311848 | Time: 1536.61 ms [2021-09-16 23:15:48 main:574] : INFO : Epoch 1867 | loss: 0.0311336 | val_loss: 0.0311852 | Time: 1533.55 ms [2021-09-16 23:15:50 main:574] : INFO : Epoch 1868 | loss: 0.0311358 | val_loss: 0.0311867 | Time: 1534.48 ms [2021-09-16 23:15:51 main:574] : INFO : Epoch 1869 | loss: 0.0311337 | val_loss: 0.0311825 | Time: 1524.1 ms [2021-09-16 23:15:53 main:574] : INFO : Epoch 1870 | loss: 0.0311356 | val_loss: 0.0311825 | Time: 1546.3 ms [2021-09-16 23:15:54 main:574] : INFO : Epoch 1871 | loss: 0.0311392 | val_loss: 0.0311839 | Time: 1511.28 ms [2021-09-16 23:15:56 main:574] : INFO : Epoch 1872 | loss: 0.0311458 | val_loss: 0.0311817 | Time: 1522.64 ms [2021-09-16 23:15:58 main:574] : INFO : Epoch 1873 | loss: 0.0311411 | val_loss: 0.0311856 | Time: 1525.85 ms [2021-09-16 23:15:59 main:574] : INFO : Epoch 1874 | loss: 0.0311366 | val_loss: 0.0311888 | Time: 1523.72 ms [2021-09-16 23:16:01 main:574] : INFO : Epoch 1875 | loss: 0.0311343 | val_loss: 0.0311878 | Time: 1550.16 ms [2021-09-16 23:16:03 main:574] : INFO : Epoch 1876 | loss: 0.0311331 | val_loss: 0.0311853 | Time: 1555.55 ms [2021-09-16 23:16:04 main:574] : INFO : Epoch 1877 | loss: 0.031135 | val_loss: 0.0311814 | Time: 1540.19 ms [2021-09-16 23:16:06 main:574] : INFO : Epoch 1878 | loss: 0.0311379 | val_loss: 0.0311907 | Time: 1515.43 ms [2021-09-16 23:16:07 main:574] : INFO : Epoch 1879 | loss: 0.0311338 | val_loss: 0.031185 | Time: 1569.86 ms [2021-09-16 23:16:09 main:574] : INFO : Epoch 1880 | loss: 0.0311327 | val_loss: 0.0311847 | Time: 1544.99 ms [2021-09-16 23:16:10 main:574] : INFO : Epoch 1881 | loss: 0.0311336 | val_loss: 0.0311826 | Time: 1510.54 ms [2021-09-16 23:16:12 main:574] : INFO : Epoch 1882 | loss: 0.0311327 | val_loss: 0.0311889 | Time: 1591.7 ms [2021-09-16 23:16:14 main:574] : INFO : Epoch 1883 | loss: 0.0311322 | val_loss: 0.0311882 | Time: 1699.83 ms [2021-09-16 23:16:16 main:574] : INFO : Epoch 1884 | loss: 0.0311314 | val_loss: 0.03119 | Time: 1676.54 ms [2021-09-16 23:16:17 main:574] : INFO : Epoch 1885 | loss: 0.0311325 | val_loss: 0.0311899 | Time: 1695.41 ms [2021-09-16 23:16:19 main:574] : INFO : Epoch 1886 | loss: 0.0311306 | val_loss: 0.0311982 | Time: 1709.6 ms [2021-09-16 23:16:21 main:574] : INFO : Epoch 1887 | loss: 0.0311323 | val_loss: 0.031186 | Time: 1691.07 ms [2021-09-16 23:16:23 main:574] : INFO : Epoch 1888 | loss: 0.0311298 | val_loss: 0.0311891 | Time: 1781.88 ms [2021-09-16 23:16:25 main:574] : INFO : Epoch 1889 | loss: 0.0311283 | val_loss: 0.0311909 | Time: 1796.81 ms [2021-09-16 23:16:26 main:574] : INFO : Epoch 1890 | loss: 0.0311306 | val_loss: 0.0311907 | Time: 1750.37 ms [2021-09-16 23:16:28 main:574] : INFO : Epoch 1891 | loss: 0.0311325 | val_loss: 0.031192 | Time: 1856.03 ms [2021-09-16 23:16:30 main:574] : INFO : Epoch 1892 | loss: 0.0311285 | val_loss: 0.0311893 | Time: 1815.08 ms [2021-09-16 23:16:32 main:574] : INFO : Epoch 1893 | loss: 0.0311261 | val_loss: 0.0311856 | Time: 1843.43 ms [2021-09-16 23:16:34 main:574] : INFO : Epoch 1894 | loss: 0.0311288 | val_loss: 0.0311887 | Time: 1801.4 ms [2021-09-16 23:16:36 main:574] : INFO : Epoch 1895 | loss: 0.0311292 | val_loss: 0.0311917 | Time: 1796.61 ms [2021-09-16 23:16:38 main:574] : INFO : Epoch 1896 | loss: 0.031132 | val_loss: 0.031204 | Time: 1793.26 ms [2021-09-16 23:16:40 main:574] : INFO : Epoch 1897 | loss: 0.0311327 | val_loss: 0.0311958 | Time: 1825.2 ms [2021-09-16 23:16:42 main:574] : INFO : Epoch 1898 | loss: 0.0311297 | val_loss: 0.0311907 | Time: 1835.06 ms [2021-09-16 23:16:43 main:574] : INFO : Epoch 1899 | loss: 0.031131 | val_loss: 0.0311867 | Time: 1877.64 ms [2021-09-16 23:16:45 main:574] : INFO : Epoch 1900 | loss: 0.0311507 | val_loss: 0.0311789 | Time: 1918.94 ms [2021-09-16 23:16:47 main:574] : INFO : Epoch 1901 | loss: 0.0311569 | val_loss: 0.0311739 | Time: 1902.72 ms [2021-09-16 23:16:49 main:574] : INFO : Epoch 1902 | loss: 0.0311535 | val_loss: 0.0311771 | Time: 1891.33 ms [2021-09-16 23:16:51 main:574] : INFO : Epoch 1903 | loss: 0.0311494 | val_loss: 0.0311806 | Time: 1915.13 ms [2021-09-16 23:16:53 main:574] : INFO : Epoch 1904 | loss: 0.0311458 | val_loss: 0.0311869 | Time: 1899.56 ms [2021-09-16 23:16:55 main:574] : INFO : Epoch 1905 | loss: 0.0311448 | val_loss: 0.0311785 | Time: 1896.33 ms [2021-09-16 23:16:57 main:574] : INFO : Epoch 1906 | loss: 0.0311432 | val_loss: 0.0311869 | Time: 1871.66 ms [2021-09-16 23:16:59 main:574] : INFO : Epoch 1907 | loss: 0.0311395 | val_loss: 0.0311769 | Time: 1902 ms [2021-09-16 23:17:01 main:574] : INFO : Epoch 1908 | loss: 0.031138 | val_loss: 0.031183 | Time: 1909.42 ms [2021-09-16 23:17:03 main:574] : INFO : Epoch 1909 | loss: 0.0311364 | val_loss: 0.0311802 | Time: 1892.54 ms [2021-09-16 23:17:05 main:574] : INFO : Epoch 1910 | loss: 0.031136 | val_loss: 0.0311815 | Time: 1880.65 ms [2021-09-16 23:17:07 main:574] : INFO : Epoch 1911 | loss: 0.0311354 | val_loss: 0.0311835 | Time: 1914.73 ms [2021-09-16 23:17:09 main:574] : INFO : Epoch 1912 | loss: 0.031135 | val_loss: 0.0311938 | Time: 1939.22 ms [2021-09-16 23:17:11 main:574] : INFO : Epoch 1913 | loss: 0.0311357 | val_loss: 0.03119 | Time: 1928.43 ms [2021-09-16 23:17:13 main:574] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311849 | Time: 1952.35 ms [2021-09-16 23:17:15 main:574] : INFO : Epoch 1915 | loss: 0.031135 | val_loss: 0.0311802 | Time: 1949.23 ms [2021-09-16 23:17:17 main:574] : INFO : Epoch 1916 | loss: 0.0311345 | val_loss: 0.0311798 | Time: 1953.21 ms [2021-09-16 23:17:19 main:574] : INFO : Epoch 1917 | loss: 0.0311335 | val_loss: 0.0311826 | Time: 1944.95 ms [2021-09-16 23:17:21 main:574] : INFO : Epoch 1918 | loss: 0.0311347 | val_loss: 0.0311849 | Time: 1956.36 ms [2021-09-16 23:17:23 main:574] : INFO : Epoch 1919 | loss: 0.0311328 | val_loss: 0.031183 | Time: 1949.12 ms [2021-09-16 23:17:25 main:574] : INFO : Epoch 1920 | loss: 0.0311308 | val_loss: 0.0311989 | Time: 1949.06 ms [2021-09-16 23:17:27 main:574] : INFO : Epoch 1921 | loss: 0.0311385 | val_loss: 0.031202 | Time: 1952.39 ms [2021-09-16 23:17:29 main:574] : INFO : Epoch 1922 | loss: 0.0311349 | val_loss: 0.0311878 | Time: 1984.48 ms [2021-09-16 23:17:31 main:574] : INFO : Epoch 1923 | loss: 0.0311349 | val_loss: 0.0311822 | Time: 1957.03 ms [2021-09-16 23:17:33 main:574] : INFO : Epoch 1924 | loss: 0.0311344 | val_loss: 0.0311824 | Time: 1982.67 ms [2021-09-16 23:17:35 main:574] : INFO : Epoch 1925 | loss: 0.0311365 | val_loss: 0.0311807 | Time: 1977.55 ms [2021-09-16 23:17:37 main:574] : INFO : Epoch 1926 | loss: 0.0311313 | val_loss: 0.0311808 | Time: 1902.7 ms [2021-09-16 23:17:39 main:574] : INFO : Epoch 1927 | loss: 0.0311318 | val_loss: 0.0311821 | Time: 1673.77 ms [2021-09-16 23:17:40 main:574] : INFO : Epoch 1928 | loss: 0.0311404 | val_loss: 0.0311818 | Time: 1510.02 ms [2021-09-16 23:17:42 main:574] : INFO : Epoch 1929 | loss: 0.0311374 | val_loss: 0.0311824 | Time: 1545.54 ms [2021-09-16 23:17:44 main:574] : INFO : Epoch 1930 | loss: 0.0311312 | val_loss: 0.0311808 | Time: 1530.05 ms [2021-09-16 23:17:45 main:574] : INFO : Epoch 1931 | loss: 0.0311287 | val_loss: 0.0311839 | Time: 1533.29 ms [2021-09-16 23:17:47 main:574] : INFO : Epoch 1932 | loss: 0.0311304 | val_loss: 0.0311853 | Time: 1536.81 ms [2021-09-16 23:17:48 main:574] : INFO : Epoch 1933 | loss: 0.0311317 | val_loss: 0.0311821 | Time: 1535.5 ms [2021-09-16 23:17:50 main:574] : INFO : Epoch 1934 | loss: 0.0311361 | val_loss: 0.0311767 | Time: 1542.71 ms [2021-09-16 23:17:52 main:574] : INFO : Epoch 1935 | loss: 0.0311371 | val_loss: 0.0311856 | Time: 1525.35 ms [2021-09-16 23:17:53 main:574] : INFO : Epoch 1936 | loss: 0.0311338 | val_loss: 0.0311847 | Time: 1535.98 ms [2021-09-16 23:17:56 main:574] : INFO : Epoch 1937 | loss: 0.0311312 | val_loss: 0.0311837 | Time: 1533.8 ms [2021-09-16 23:17:57 main:574] : INFO : Epoch 1938 | loss: 0.0311306 | val_loss: 0.0311831 | Time: 1539.33 ms [2021-09-16 23:17:59 main:574] : INFO : Epoch 1939 | loss: 0.0311306 | val_loss: 0.031187 | Time: 1562.14 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060) [2021-09-16 23:31:03 main:435] : INFO : Set logging level to 1 [2021-09-16 23:31:03 main:441] : INFO : Running in BOINC Client mode [2021-09-16 23:31:03 main:444] : INFO : Resolving all filenames [2021-09-16 23:31:03 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-16 23:31:03 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631730431-28276-0_0_r392396584_1 (exists = 1) [2021-09-16 23:31:03 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631730431-28276-0_0_r392396584_0 (exists = 0) [2021-09-16 23:31:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-16 23:31:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-16 23:31:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-16 23:31:04 main:474] : INFO : Configuration: [2021-09-16 23:31:04 main:475] : INFO : Model type: GRU [2021-09-16 23:31:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-16 23:31:04 main:477] : INFO : Max Epochs: 2048 [2021-09-16 23:31:04 main:478] : INFO : Batch Size: 128 [2021-09-16 23:31:04 main:479] : INFO : Learning Rate: 0.01 [2021-09-16 23:31:04 main:480] : INFO : Patience: 10 [2021-09-16 23:31:05 main:481] : INFO : Hidden Width: 12 [2021-09-16 23:31:05 main:482] : INFO : # Recurrent Layers: 4 [2021-09-16 23:31:05 main:483] : INFO : # Backend Layers: 4 [2021-09-16 23:31:05 main:484] : INFO : # Threads: 1 [2021-09-16 23:31:05 main:486] : INFO : Preparing Dataset [2021-09-16 23:31:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 23:31:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 23:31:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-16 23:31:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 23:31:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 23:31:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-16 23:31:17 main:494] : INFO : Creating Model [2021-09-16 23:31:18 main:507] : INFO : Preparing config file [2021-09-16 23:31:18 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-16 23:31:18 main:512] : INFO : Loading config [2021-09-16 23:31:18 main:514] : INFO : Loading state [2021-09-16 23:31:27 main:559] : INFO : Loading DataLoader into Memory [2021-09-16 23:31:27 main:562] : INFO : Starting Training [2021-09-16 23:31:31 main:574] : INFO : Epoch 1940 | loss: 0.0315336 | val_loss: 0.0312943 | Time: 4273.4 ms [2021-09-16 23:31:33 main:574] : INFO : Epoch 1941 | loss: 0.0312591 | val_loss: 0.0312486 | Time: 1512.03 ms [2021-09-16 23:31:34 main:574] : INFO : Epoch 1942 | loss: 0.0312411 | val_loss: 0.0312294 | Time: 1515.74 ms [2021-09-16 23:31:36 main:574] : INFO : Epoch 1943 | loss: 0.0312116 | val_loss: 0.0311875 | Time: 1535.37 ms [2021-09-16 23:31:38 main:574] : INFO : Epoch 1944 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 1517.9 ms [2021-09-16 23:31:39 main:574] : INFO : Epoch 1945 | loss: 0.0311563 | val_loss: 0.0311717 | Time: 1556.41 ms [2021-09-16 23:31:41 main:574] : INFO : Epoch 1946 | loss: 0.0311496 | val_loss: 0.0311727 | Time: 1529.45 ms [2021-09-16 23:31:43 main:574] : INFO : Epoch 1947 | loss: 0.0311454 | val_loss: 0.0311807 | Time: 1553.43 ms [2021-09-16 23:31:44 main:574] : INFO : Epoch 1948 | loss: 0.0311467 | val_loss: 0.0311776 | Time: 1541.7 ms [2021-09-16 23:31:46 main:574] : INFO : Epoch 1949 | loss: 0.0311477 | val_loss: 0.0311758 | Time: 1548.29 ms [2021-09-16 23:31:48 main:574] : INFO : Epoch 1950 | loss: 0.0311494 | val_loss: 0.0311782 | Time: 1570.37 ms [2021-09-16 23:31:49 main:574] : INFO : Epoch 1951 | loss: 0.031148 | val_loss: 0.0311772 | Time: 1551.99 ms [2021-09-16 23:31:51 main:574] : INFO : Epoch 1952 | loss: 0.0311436 | val_loss: 0.0311803 | Time: 1553.59 ms [2021-09-16 23:31:52 main:574] : INFO : Epoch 1953 | loss: 0.0311398 | val_loss: 0.0311815 | Time: 1573.22 ms [2021-09-16 23:31:54 main:574] : INFO : Epoch 1954 | loss: 0.0311384 | val_loss: 0.0311788 | Time: 1578.43 ms [2021-09-16 23:31:56 main:574] : INFO : Epoch 1955 | loss: 0.0311366 | val_loss: 0.0311787 | Time: 1530.86 ms [2021-09-16 23:31:57 main:574] : INFO : Epoch 1956 | loss: 0.0311371 | val_loss: 0.0311848 | Time: 1597.79 ms [2021-09-16 23:31:59 main:574] : INFO : Epoch 1957 | loss: 0.0311418 | val_loss: 0.0311839 | Time: 1537.25 ms [2021-09-16 23:32:01 main:574] : INFO : Epoch 1958 | loss: 0.031138 | val_loss: 0.0311842 | Time: 1660.51 ms [2021-09-16 23:32:03 main:574] : INFO : Epoch 1959 | loss: 0.0311339 | val_loss: 0.0311808 | Time: 1724.99 ms [2021-09-16 23:32:05 main:574] : INFO : Epoch 1960 | loss: 0.0311325 | val_loss: 0.0311795 | Time: 1715.7 ms [2021-09-16 23:32:06 main:574] : INFO : Epoch 1961 | loss: 0.031136 | val_loss: 0.0311895 | Time: 1753.04 ms [2021-09-16 23:32:08 main:574] : INFO : Epoch 1962 | loss: 0.0311409 | val_loss: 0.0311824 | Time: 1836.57 ms [2021-09-16 23:32:10 main:574] : INFO : Epoch 1963 | loss: 0.0311388 | val_loss: 0.031176 | Time: 1847.53 ms [2021-09-16 23:32:12 main:574] : INFO : Epoch 1964 | loss: 0.0311332 | val_loss: 0.0311871 | Time: 1820.8 ms [2021-09-16 23:32:14 main:574] : INFO : Epoch 1965 | loss: 0.0311341 | val_loss: 0.0311815 | Time: 1916.29 ms [2021-09-16 23:32:16 main:574] : INFO : Epoch 1966 | loss: 0.0311362 | val_loss: 0.0311818 | Time: 1871.37 ms [2021-09-16 23:32:18 main:574] : INFO : Epoch 1967 | loss: 0.0311331 | val_loss: 0.0311798 | Time: 1867.25 ms [2021-09-16 23:32:20 main:574] : INFO : Epoch 1968 | loss: 0.0311319 | val_loss: 0.0311761 | Time: 1856.28 ms [2021-09-16 23:32:22 main:574] : INFO : Epoch 1969 | loss: 0.0311419 | val_loss: 0.0311798 | Time: 1859.1 ms [2021-09-16 23:32:24 main:574] : INFO : Epoch 1970 | loss: 0.0311438 | val_loss: 0.0311763 | Time: 1915.64 ms [2021-09-16 23:32:26 main:574] : INFO : Epoch 1971 | loss: 0.0311444 | val_loss: 0.0311789 | Time: 1929.3 ms [2021-09-16 23:32:28 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311804 | Time: 1928.18 ms [2021-09-16 23:32:30 main:574] : INFO : Epoch 1973 | loss: 0.0311335 | val_loss: 0.0311821 | Time: 1869.37 ms [2021-09-16 23:32:32 main:574] : INFO : Epoch 1974 | loss: 0.0311341 | val_loss: 0.031179 | Time: 1907.68 ms [2021-09-16 23:32:34 main:574] : INFO : Epoch 1975 | loss: 0.031132 | val_loss: 0.0311824 | Time: 1927.16 ms [2021-09-16 23:32:36 main:574] : INFO : Epoch 1976 | loss: 0.0311324 | val_loss: 0.0311853 | Time: 1940.69 ms [2021-09-16 23:32:38 main:574] : INFO : Epoch 1977 | loss: 0.0311321 | val_loss: 0.0311794 | Time: 1927.48 ms [2021-09-16 23:32:40 main:574] : INFO : Epoch 1978 | loss: 0.0311308 | val_loss: 0.0311846 | Time: 1920 ms [2021-09-16 23:32:42 main:574] : INFO : Epoch 1979 | loss: 0.0311265 | val_loss: 0.0311952 | Time: 1921.96 ms [2021-09-16 23:32:44 main:574] : INFO : Epoch 1980 | loss: 0.0311278 | val_loss: 0.0311836 | Time: 1928.91 ms [2021-09-16 23:32:46 main:574] : INFO : Epoch 1981 | loss: 0.0311287 | val_loss: 0.0311867 | Time: 1967.63 ms [2021-09-16 23:32:48 main:574] : INFO : Epoch 1982 | loss: 0.0311331 | val_loss: 0.0311834 | Time: 1944.74 ms [2021-09-16 23:32:50 main:574] : INFO : Epoch 1983 | loss: 0.031133 | val_loss: 0.0311798 | Time: 1946.24 ms [2021-09-16 23:32:52 main:574] : INFO : Epoch 1984 | loss: 0.0311365 | val_loss: 0.0311908 | Time: 1937.46 ms [2021-09-16 23:32:54 main:574] : INFO : Epoch 1985 | loss: 0.0311287 | val_loss: 0.0311873 | Time: 1951.95 ms [2021-09-16 23:32:56 main:574] : INFO : Epoch 1986 | loss: 0.0311311 | val_loss: 0.0311893 | Time: 1943.14 ms [2021-09-16 23:32:58 main:574] : INFO : Epoch 1987 | loss: 0.0311328 | val_loss: 0.0311867 | Time: 2001.55 ms [2021-09-16 23:33:02 main:574] : INFO : Epoch 1988 | loss: 0.0311328 | val_loss: 0.0311838 | Time: 2005.72 ms [2021-09-16 23:33:05 main:574] : INFO : Epoch 1989 | loss: 0.0311301 | val_loss: 0.0311934 | Time: 1918.41 ms [2021-09-16 23:33:08 main:574] : INFO : Epoch 1990 | loss: 0.031129 | val_loss: 0.0311866 | Time: 1936.06 ms [2021-09-16 23:33:10 main:574] : INFO : Epoch 1991 | loss: 0.0311336 | val_loss: 0.0311861 | Time: 1969.28 ms [2021-09-16 23:33:12 main:574] : INFO : Epoch 1992 | loss: 0.0311336 | val_loss: 0.0311909 | Time: 1919.33 ms [2021-09-16 23:33:14 main:574] : INFO : Epoch 1993 | loss: 0.0311384 | val_loss: 0.0311882 | Time: 2010.43 ms [2021-09-16 23:33:16 main:574] : INFO : Epoch 1994 | loss: 0.0311359 | val_loss: 0.0311892 | Time: 1955.69 ms [2021-09-16 23:33:18 main:574] : INFO : Epoch 1995 | loss: 0.03113 | val_loss: 0.0311881 | Time: 1974.21 ms [2021-09-16 23:33:21 main:574] : INFO : Epoch 1996 | loss: 0.0311258 | val_loss: 0.0311834 | Time: 1971.92 ms [2021-09-16 23:33:23 main:574] : INFO : Epoch 1997 | loss: 0.0311267 | val_loss: 0.0311938 | Time: 2014.05 ms [2021-09-16 23:33:25 main:574] : INFO : Epoch 1998 | loss: 0.0311293 | val_loss: 0.0311841 | Time: 1992.74 ms [2021-09-16 23:33:27 main:574] : INFO : Epoch 1999 | loss: 0.0311266 | val_loss: 0.0311885 | Time: 1916.26 ms [2021-09-16 23:33:29 main:574] : INFO : Epoch 2000 | loss: 0.031125 | val_loss: 0.0311836 | Time: 1830.54 ms [2021-09-16 23:33:30 main:574] : INFO : Epoch 2001 | loss: 0.0311277 | val_loss: 0.0311911 | Time: 1550.34 ms [2021-09-16 23:33:32 main:574] : INFO : Epoch 2002 | loss: 0.0311279 | val_loss: 0.0311896 | Time: 1500.91 ms [2021-09-16 23:33:34 main:574] : INFO : Epoch 2003 | loss: 0.0311277 | val_loss: 0.0311899 | Time: 1553.6 ms [2021-09-16 23:33:35 main:574] : INFO : Epoch 2004 | loss: 0.0311241 | val_loss: 0.0311959 | Time: 1503.66 ms [2021-09-16 23:33:37 main:574] : INFO : Epoch 2005 | loss: 0.0311423 | val_loss: 0.0311789 | Time: 1517.69 ms [2021-09-16 23:33:39 main:574] : INFO : Epoch 2006 | loss: 0.0311475 | val_loss: 0.0311802 | Time: 1553.98 ms [2021-09-16 23:33:40 main:574] : INFO : Epoch 2007 | loss: 0.0311435 | val_loss: 0.0311818 | Time: 1529.88 ms [2021-09-16 23:33:42 main:574] : INFO : Epoch 2008 | loss: 0.0311397 | val_loss: 0.0311808 | Time: 1541.21 ms [2021-09-16 23:33:43 main:574] : INFO : Epoch 2009 | loss: 0.0311352 | val_loss: 0.0311878 | Time: 1600.98 ms [2021-09-16 23:33:45 main:574] : INFO : Epoch 2010 | loss: 0.031132 | val_loss: 0.0311939 | Time: 1577.51 ms [2021-09-16 23:33:47 main:574] : INFO : Epoch 2011 | loss: 0.0311284 | val_loss: 0.0311893 | Time: 1551.78 ms [2021-09-16 23:33:48 main:574] : INFO : Epoch 2012 | loss: 0.0311259 | val_loss: 0.031188 | Time: 1557.17 ms [2021-09-16 23:33:50 main:574] : INFO : Epoch 2013 | loss: 0.031123 | val_loss: 0.0311928 | Time: 1569.98 ms [2021-09-16 23:33:52 main:574] : INFO : Epoch 2014 | loss: 0.0311291 | val_loss: 0.0311867 | Time: 1575.99 ms [2021-09-16 23:33:53 main:574] : INFO : Epoch 2015 | loss: 0.0311323 | val_loss: 0.0311883 | Time: 1567.26 ms [2021-09-16 23:33:55 main:574] : INFO : Epoch 2016 | loss: 0.0311309 | val_loss: 0.0311895 | Time: 1540.08 ms [2021-09-16 23:33:57 main:574] : INFO : Epoch 2017 | loss: 0.0311303 | val_loss: 0.0311838 | Time: 1536.85 ms [2021-09-16 23:33:58 main:574] : INFO : Epoch 2018 | loss: 0.0311245 | val_loss: 0.0311945 | Time: 1533.62 ms [2021-09-16 23:34:00 main:574] : INFO : Epoch 2019 | loss: 0.0311221 | val_loss: 0.0311904 | Time: 1555.67 ms [2021-09-16 23:34:02 main:574] : INFO : Epoch 2020 | loss: 0.0311242 | val_loss: 0.0311887 | Time: 1538.2 ms [2021-09-16 23:34:03 main:574] : INFO : Epoch 2021 | loss: 0.0311266 | val_loss: 0.0311899 | Time: 1669.44 ms [2021-09-16 23:34:05 main:574] : INFO : Epoch 2022 | loss: 0.0311271 | val_loss: 0.0311901 | Time: 1723.86 ms [2021-09-16 23:34:07 main:574] : INFO : Epoch 2023 | loss: 0.0311307 | val_loss: 0.0311943 | Time: 1755.4 ms [2021-09-16 23:34:10 main:574] : INFO : Epoch 2024 | loss: 0.0311228 | val_loss: 0.0311916 | Time: 1723.4 ms [2021-09-16 23:34:13 main:574] : INFO : Epoch 2025 | loss: 0.0311208 | val_loss: 0.0311971 | Time: 1767.8 ms [2021-09-16 23:34:15 main:574] : INFO : Epoch 2026 | loss: 0.0311255 | val_loss: 0.0311859 | Time: 1776.38 ms [2021-09-16 23:34:17 main:574] : INFO : Epoch 2027 | loss: 0.0311227 | val_loss: 0.0311963 | Time: 1843.57 ms [2021-09-16 23:34:19 main:574] : INFO : Epoch 2028 | loss: 0.0311202 | val_loss: 0.0311844 | Time: 1816.52 ms [2021-09-16 23:34:21 main:574] : INFO : Epoch 2029 | loss: 0.0311212 | val_loss: 0.0311933 | Time: 1839.83 ms [2021-09-16 23:34:23 main:574] : INFO : Epoch 2030 | loss: 0.0311232 | val_loss: 0.0311969 | Time: 1785.86 ms [2021-09-16 23:34:24 main:574] : INFO : Epoch 2031 | loss: 0.031122 | val_loss: 0.0311946 | Time: 1790.63 ms [2021-09-16 23:34:26 main:574] : INFO : Epoch 2032 | loss: 0.0311297 | val_loss: 0.0311905 | Time: 1867.55 ms [2021-09-16 23:34:28 main:574] : INFO : Epoch 2033 | loss: 0.0311315 | val_loss: 0.0311905 | Time: 1790.46 ms [2021-09-16 23:34:30 main:574] : INFO : Epoch 2034 | loss: 0.0311265 | val_loss: 0.03119 | Time: 1869.04 ms [2021-09-16 23:34:32 main:574] : INFO : Epoch 2035 | loss: 0.0311246 | val_loss: 0.0311882 | Time: 1827.57 ms [2021-09-16 23:34:34 main:574] : INFO : Epoch 2036 | loss: 0.0311224 | val_loss: 0.0311925 | Time: 1867.85 ms [2021-09-16 23:34:36 main:574] : INFO : Epoch 2037 | loss: 0.0311196 | val_loss: 0.0311917 | Time: 1857.52 ms [2021-09-16 23:34:38 main:574] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.031195 | Time: 1881.43 ms [2021-09-16 23:34:40 main:574] : INFO : Epoch 2039 | loss: 0.0311196 | val_loss: 0.0311903 | Time: 1849.52 ms [2021-09-16 23:34:42 main:574] : INFO : Epoch 2040 | loss: 0.0311267 | val_loss: 0.0311949 | Time: 1860.21 ms [2021-09-16 23:34:44 main:574] : INFO : Epoch 2041 | loss: 0.0311248 | val_loss: 0.0311953 | Time: 1893.31 ms [2021-09-16 23:34:46 main:574] : INFO : Epoch 2042 | loss: 0.0311225 | val_loss: 0.0311904 | Time: 2023.9 ms [2021-09-16 23:34:48 main:574] : INFO : Epoch 2043 | loss: 0.0311212 | val_loss: 0.0311956 | Time: 1937.08 ms [2021-09-16 23:34:50 main:574] : INFO : Epoch 2044 | loss: 0.0311214 | val_loss: 0.0311869 | Time: 1851.78 ms [2021-09-16 23:34:52 main:574] : INFO : Epoch 2045 | loss: 0.0311197 | val_loss: 0.0311937 | Time: 1942.89 ms [2021-09-16 23:34:54 main:574] : INFO : Epoch 2046 | loss: 0.0311192 | val_loss: 0.0311909 | Time: 1916.08 ms [2021-09-16 23:34:56 main:574] : INFO : Epoch 2047 | loss: 0.0311231 | val_loss: 0.0311881 | Time: 1938.44 ms [2021-09-16 23:34:58 main:574] : INFO : Epoch 2048 | loss: 0.0311272 | val_loss: 0.0311879 | Time: 1957.35 ms [2021-09-16 23:34:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311879 [2021-09-16 23:34:59 main:603] : INFO : Saving end state to config to file [2021-09-16 23:34:59 main:608] : INFO : Success, exiting.. 23:34:59 (21768): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)