Task 13532753
| Name | ParityModified-1647045486-11767-0_1 |
| Workunit | 10096651 |
| Created | 22 Mar 2022, 11:03:41 UTC |
| Sent | 22 Mar 2022, 11:51:53 UTC |
| Report deadline | 30 Mar 2022, 11:51:53 UTC |
| Received | 27 Mar 2022, 10:49:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 19 min 49 sec |
| CPU time | 1 hours 18 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1635 | loss: 0.0309538 | val_loss: 0.0312768 | Time: 2138.83 ms [2022-03-26 21:24:35 main:574] : INFO : Epoch 1636 | loss: 0.0309579 | val_loss: 0.0312839 | Time: 2159.23 ms [2022-03-26 21:24:37 main:574] : INFO : Epoch 1637 | loss: 0.0309632 | val_loss: 0.0312778 | Time: 2205.82 ms [2022-03-26 21:24:39 main:574] : INFO : Epoch 1638 | loss: 0.0309624 | val_loss: 0.0312892 | Time: 2263.09 ms [2022-03-26 21:24:42 main:574] : INFO : Epoch 1639 | loss: 0.0309669 | val_loss: 0.0312546 | Time: 2216.7 ms [2022-03-26 21:24:44 main:574] : INFO : Epoch 1640 | loss: 0.0309628 | val_loss: 0.0312648 | Time: 2177.88 ms [2022-03-26 21:24:46 main:574] : INFO : Epoch 1641 | loss: 0.0309545 | val_loss: 0.0313022 | Time: 2158.63 ms [2022-03-26 21:24:48 main:574] : INFO : Epoch 1642 | loss: 0.0309631 | val_loss: 0.0312698 | Time: 2234.25 ms [2022-03-26 21:24:50 main:574] : INFO : Epoch 1643 | loss: 0.0309564 | val_loss: 0.031295 | Time: 2159.37 ms [2022-03-26 21:24:53 main:574] : INFO : Epoch 1644 | loss: 0.0309678 | val_loss: 0.0312736 | Time: 2214.26 ms [2022-03-26 21:24:55 main:574] : INFO : Epoch 1645 | loss: 0.0309769 | val_loss: 0.0312659 | Time: 2235.89 ms [2022-03-26 21:24:57 main:574] : INFO : Epoch 1646 | loss: 0.0309583 | val_loss: 0.0312962 | Time: 2249.06 ms [2022-03-26 21:24:59 main:574] : INFO : Epoch 1647 | loss: 0.0309649 | val_loss: 0.0312739 | Time: 2198.12 ms [2022-03-26 21:25:02 main:574] : INFO : Epoch 1648 | loss: 0.0309583 | val_loss: 0.0312601 | Time: 2267.24 ms [2022-03-26 21:25:04 main:574] : INFO : Epoch 1649 | loss: 0.0309547 | val_loss: 0.0312779 | Time: 2261.38 ms [2022-03-26 21:25:06 main:574] : INFO : Epoch 1650 | loss: 0.0309619 | val_loss: 0.0312942 | Time: 2257.45 ms [2022-03-26 21:25:08 main:574] : INFO : Epoch 1651 | loss: 0.0309608 | val_loss: 0.0312822 | Time: 2254.72 ms [2022-03-26 21:25:11 main:574] : INFO : Epoch 1652 | loss: 0.0309545 | val_loss: 0.0312826 | Time: 2229.73 ms [2022-03-26 21:25:13 main:574] : INFO : Epoch 1653 | loss: 0.0309584 | val_loss: 0.0312724 | Time: 2216.08 ms [2022-03-26 21:25:15 main:574] : INFO : Epoch 1654 | loss: 0.030963 | val_loss: 0.0312651 | Time: 2224.35 ms [2022-03-26 21:25:17 main:574] : INFO : Epoch 1655 | loss: 0.0309581 | val_loss: 0.0312972 | Time: 2219.69 ms [2022-03-26 21:25:20 main:574] : INFO : Epoch 1656 | loss: 0.0309657 | val_loss: 0.0312515 | Time: 2317.57 ms [2022-03-26 21:25:22 main:574] : INFO : Epoch 1657 | loss: 0.0309643 | val_loss: 0.0312899 | Time: 2201.95 ms [2022-03-26 21:25:24 main:574] : INFO : Epoch 1658 | loss: 0.0309684 | val_loss: 0.0312411 | Time: 2263.92 ms [2022-03-26 21:25:26 main:574] : INFO : Epoch 1659 | loss: 0.0309694 | val_loss: 0.0312786 | Time: 2219.06 ms [2022-03-26 21:25:29 main:574] : INFO : Epoch 1660 | loss: 0.0309595 | val_loss: 0.0312832 | Time: 2263.27 ms [2022-03-26 21:25:31 main:574] : INFO : Epoch 1661 | loss: 0.0309666 | val_loss: 0.0312494 | Time: 2198.15 ms [2022-03-26 21:25:33 main:574] : INFO : Epoch 1662 | loss: 0.0309763 | val_loss: 0.0312576 | Time: 2156.16 ms [2022-03-26 21:25:35 main:574] : INFO : Epoch 1663 | loss: 0.0310046 | val_loss: 0.0313022 | Time: 2158.31 ms [2022-03-26 21:25:37 main:574] : INFO : Epoch 1664 | loss: 0.0309718 | val_loss: 0.0312925 | Time: 2242.93 ms [2022-03-26 21:25:40 main:574] : INFO : Epoch 1665 | loss: 0.0309611 | val_loss: 0.0312753 | Time: 2223.81 ms [2022-03-26 21:25:42 main:574] : INFO : Epoch 1666 | loss: 0.0309602 | val_loss: 0.031292 | Time: 2214.65 ms [2022-03-26 21:25:44 main:574] : INFO : Epoch 1667 | loss: 0.0309546 | val_loss: 0.0312984 | Time: 2211.03 ms [2022-03-26 21:25:46 main:574] : INFO : Epoch 1668 | loss: 0.0309543 | val_loss: 0.0313091 | Time: 2254.21 ms [2022-03-26 21:25:48 main:574] : INFO : Epoch 1669 | loss: 0.0309504 | val_loss: 0.0312806 | Time: 2196.89 ms [2022-03-26 21:25:51 main:574] : INFO : Epoch 1670 | loss: 0.0309576 | val_loss: 0.0313082 | Time: 2263.63 ms [2022-03-26 21:25:53 main:574] : INFO : Epoch 1671 | loss: 0.0309603 | val_loss: 0.0312783 | Time: 2198.87 ms [2022-03-26 21:25:55 main:574] : INFO : Epoch 1672 | loss: 0.0309553 | val_loss: 0.0312884 | Time: 2231.72 ms [2022-03-26 21:25:57 main:574] : INFO : Epoch 1673 | loss: 0.0309535 | val_loss: 0.0312914 | Time: 2163.85 ms [2022-03-26 21:26:00 main:574] : INFO : Epoch 1674 | loss: 0.0309534 | val_loss: 0.0312963 | Time: 2267.91 ms [2022-03-26 21:26:02 main:574] : INFO : Epoch 1675 | loss: 0.0309567 | val_loss: 0.0312614 | Time: 2249.3 ms [2022-03-26 21:26:04 main:574] : INFO : Epoch 1676 | loss: 0.0309576 | val_loss: 0.0312949 | Time: 2222.22 ms [2022-03-26 21:26:06 main:574] : INFO : Epoch 1677 | loss: 0.0309604 | val_loss: 0.0312957 | Time: 2256.73 ms [2022-03-26 21:26:09 main:574] : INFO : Epoch 1678 | loss: 0.0309765 | val_loss: 0.0312942 | Time: 2256.13 ms [2022-03-26 21:26:11 main:574] : INFO : Epoch 1679 | loss: 0.0309546 | val_loss: 0.0312638 | Time: 2240.92 ms [2022-03-26 21:26:13 main:574] : INFO : Epoch 1680 | loss: 0.0309508 | val_loss: 0.0312836 | Time: 2227.23 ms [2022-03-26 21:26:15 main:574] : INFO : Epoch 1681 | loss: 0.0309616 | val_loss: 0.031259 | Time: 2167.6 ms [2022-03-26 21:26:17 main:574] : INFO : Epoch 1682 | loss: 0.0309615 | val_loss: 0.0312722 | Time: 2178.02 ms [2022-03-26 21:26:20 main:574] : INFO : Epoch 1683 | loss: 0.0309623 | val_loss: 0.0312662 | Time: 2221.29 ms [2022-03-26 21:26:22 main:574] : INFO : Epoch 1684 | loss: 0.0309572 | val_loss: 0.0313122 | Time: 2260.65 ms [2022-03-26 21:26:24 main:574] : INFO : Epoch 1685 | loss: 0.030966 | val_loss: 0.0312641 | Time: 2233.59 ms [2022-03-26 21:26:26 main:574] : INFO : Epoch 1686 | loss: 0.0309561 | val_loss: 0.0312764 | Time: 2187.14 ms [2022-03-26 21:26:29 main:574] : INFO : Epoch 1687 | loss: 0.0309556 | val_loss: 0.0312851 | Time: 2193.58 ms [2022-03-26 21:26:31 main:574] : INFO : Epoch 1688 | loss: 0.0309603 | val_loss: 0.0313077 | Time: 2241.03 ms [2022-03-26 21:26:33 main:574] : INFO : Epoch 1689 | loss: 0.0309726 | val_loss: 0.0312845 | Time: 2226.45 ms [2022-03-26 21:26:35 main:574] : INFO : Epoch 1690 | loss: 0.03097 | val_loss: 0.0312494 | Time: 2233.11 ms [2022-03-26 21:26:37 main:574] : INFO : Epoch 1691 | loss: 0.0309741 | val_loss: 0.0313048 | Time: 2229.41 ms [2022-03-26 21:26:40 main:574] : INFO : Epoch 1692 | loss: 0.0309649 | val_loss: 0.031272 | Time: 2212.06 ms [2022-03-26 21:26:42 main:574] : INFO : Epoch 1693 | loss: 0.0309525 | val_loss: 0.0312653 | Time: 2159.36 ms [2022-03-26 21:26:44 main:574] : INFO : Epoch 1694 | loss: 0.0309622 | val_loss: 0.0312761 | Time: 2198.38 ms [2022-03-26 21:26:46 main:574] : INFO : Epoch 1695 | loss: 0.0309703 | val_loss: 0.0313075 | Time: 2216.71 ms [2022-03-26 21:26:49 main:574] : INFO : Epoch 1696 | loss: 0.0309563 | val_loss: 0.0312692 | Time: 2226.38 ms [2022-03-26 21:26:51 main:574] : INFO : Epoch 1697 | loss: 0.0309517 | val_loss: 0.0313209 | Time: 2271.71 ms [2022-03-26 21:26:53 main:574] : INFO : Epoch 1698 | loss: 0.0309609 | val_loss: 0.031261 | Time: 2191.75 ms [2022-03-26 21:26:55 main:574] : INFO : Epoch 1699 | loss: 0.0309507 | val_loss: 0.0312801 | Time: 2178.89 ms [2022-03-26 21:26:57 main:574] : INFO : Epoch 1700 | loss: 0.030955 | val_loss: 0.0312812 | Time: 2219.81 ms [2022-03-26 21:27:00 main:574] : INFO : Epoch 1701 | loss: 0.0309556 | val_loss: 0.031281 | Time: 2248.63 ms [2022-03-26 21:27:02 main:574] : INFO : Epoch 1702 | loss: 0.0309616 | val_loss: 0.0312781 | Time: 2224.91 ms [2022-03-26 21:27:04 main:574] : INFO : Epoch 1703 | loss: 0.0309638 | val_loss: 0.0312786 | Time: 2244.74 ms [2022-03-26 21:27:06 main:574] : INFO : Epoch 1704 | loss: 0.0309554 | val_loss: 0.0312885 | Time: 2223.41 ms [2022-03-26 21:27:09 main:574] : INFO : Epoch 1705 | loss: 0.0309556 | val_loss: 0.0313143 | Time: 2154.33 ms [2022-03-26 21:27:11 main:574] : INFO : Epoch 1706 | loss: 0.0309577 | val_loss: 0.0312706 | Time: 2225.99 ms [2022-03-26 21:27:13 main:574] : INFO : Epoch 1707 | loss: 0.0309516 | val_loss: 0.0312851 | Time: 2188.63 ms [2022-03-26 21:27:15 main:574] : INFO : Epoch 1708 | loss: 0.0309581 | val_loss: 0.0312817 | Time: 2188.78 ms [2022-03-26 21:27:17 main:574] : INFO : Epoch 1709 | loss: 0.0309587 | val_loss: 0.031259 | Time: 2178.43 ms [2022-03-26 21:27:20 main:574] : INFO : Epoch 1710 | loss: 0.0309645 | val_loss: 0.0312958 | Time: 2235.2 ms [2022-03-26 21:27:22 main:574] : INFO : Epoch 1711 | loss: 0.030968 | val_loss: 0.0312681 | Time: 2224.88 ms [2022-03-26 21:27:24 main:574] : INFO : Epoch 1712 | loss: 0.0309566 | val_loss: 0.031296 | Time: 2372.44 ms [2022-03-26 21:27:26 main:574] : INFO : Epoch 1713 | loss: 0.0309658 | val_loss: 0.0313319 | Time: 2212.83 ms [2022-03-26 21:27:29 main:574] : INFO : Epoch 1714 | loss: 0.0309644 | val_loss: 0.031271 | Time: 2213.19 ms [2022-03-26 21:27:31 main:574] : INFO : Epoch 1715 | loss: 0.0309596 | val_loss: 0.0312911 | Time: 2225.81 ms [2022-03-26 21:27:33 main:574] : INFO : Epoch 1716 | loss: 0.0309517 | val_loss: 0.0312704 | Time: 2280.82 ms [2022-03-26 21:27:35 main:574] : INFO : Epoch 1717 | loss: 0.0309511 | val_loss: 0.03129 | Time: 2188.77 ms [2022-03-26 21:27:38 main:574] : INFO : Epoch 1718 | loss: 0.0309489 | val_loss: 0.0312875 | Time: 2248.4 ms [2022-03-26 21:27:40 main:574] : INFO : Epoch 1719 | loss: 0.0309595 | val_loss: 0.0312772 | Time: 2235.53 ms [2022-03-26 21:27:42 main:574] : INFO : Epoch 1720 | loss: 0.0309548 | val_loss: 0.0312833 | Time: 2191.15 ms [2022-03-26 21:27:44 main:574] : INFO : Epoch 1721 | loss: 0.0309641 | val_loss: 0.0312859 | Time: 2307.22 ms [2022-03-26 21:27:47 main:574] : INFO : Epoch 1722 | loss: 0.0309558 | val_loss: 0.0312822 | Time: 2229.01 ms [2022-03-26 21:27:49 main:574] : INFO : Epoch 1723 | loss: 0.0309512 | val_loss: 0.0312991 | Time: 2265.53 ms [2022-03-26 21:27:51 main:574] : INFO : Epoch 1724 | loss: 0.0309514 | val_loss: 0.0312653 | Time: 2184.13 ms [2022-03-26 21:27:53 main:574] : INFO : Epoch 1725 | loss: 0.0309508 | val_loss: 0.0312889 | Time: 2212.81 ms [2022-03-26 21:27:55 main:574] : INFO : Epoch 1726 | loss: 0.0309584 | val_loss: 0.0312892 | Time: 2199.02 ms [2022-03-26 21:27:58 main:574] : INFO : Epoch 1727 | loss: 0.0309542 | val_loss: 0.0312969 | Time: 2197.83 ms [2022-03-26 21:28:00 main:574] : INFO : Epoch 1728 | loss: 0.0309523 | val_loss: 0.0312747 | Time: 2262.45 ms [2022-03-26 21:28:02 main:574] : INFO : Epoch 1729 | loss: 0.0309612 | val_loss: 0.0312936 | Time: 2230.16 ms [2022-03-26 21:28:04 main:574] : INFO : Epoch 1730 | loss: 0.0309602 | val_loss: 0.0312785 | Time: 2237.94 ms [2022-03-26 21:28:07 main:574] : INFO : Epoch 1731 | loss: 0.0309614 | val_loss: 0.0312825 | Time: 2252.3 ms [2022-03-26 21:28:09 main:574] : INFO : Epoch 1732 | loss: 0.0309594 | val_loss: 0.0313124 | Time: 2260.12 ms [2022-03-26 21:28:11 main:574] : INFO : Epoch 1733 | loss: 0.0309591 | val_loss: 0.0312731 | Time: 2161.55 ms [2022-03-26 21:28:13 main:574] : INFO : Epoch 1734 | loss: 0.0309555 | val_loss: 0.0312711 | Time: 2252.85 ms [2022-03-26 21:28:16 main:574] : INFO : Epoch 1735 | loss: 0.0309668 | val_loss: 0.031249 | Time: 2241.59 ms [2022-03-26 21:28:18 main:574] : INFO : Epoch 1736 | loss: 0.0309623 | val_loss: 0.0312787 | Time: 2192.54 ms [2022-03-26 21:28:20 main:574] : INFO : Epoch 1737 | loss: 0.0309799 | val_loss: 0.0312779 | Time: 2218.83 ms [2022-03-26 21:28:22 main:574] : INFO : Epoch 1738 | loss: 0.0309697 | val_loss: 0.0312986 | Time: 2255.76 ms [2022-03-26 21:28:25 main:574] : INFO : Epoch 1739 | loss: 0.0309598 | val_loss: 0.031289 | Time: 2245.77 ms [2022-03-26 21:28:27 main:574] : INFO : Epoch 1740 | loss: 0.0309616 | val_loss: 0.0312659 | Time: 2253.22 ms [2022-03-26 21:28:29 main:574] : INFO : Epoch 1741 | loss: 0.0309588 | val_loss: 0.031279 | Time: 2211.01 ms [2022-03-26 21:28:31 main:574] : INFO : Epoch 1742 | loss: 0.0309485 | val_loss: 0.0312924 | Time: 2223.35 ms [2022-03-26 21:28:33 main:574] : INFO : Epoch 1743 | loss: 0.0309553 | val_loss: 0.0312901 | Time: 2194.63 ms [2022-03-26 21:28:36 main:574] : INFO : Epoch 1744 | loss: 0.0309508 | val_loss: 0.0312791 | Time: 2266.58 ms [2022-03-26 21:28:38 main:574] : INFO : Epoch 1745 | loss: 0.0309572 | val_loss: 0.031261 | Time: 2173.44 ms [2022-03-26 21:28:40 main:574] : INFO : Epoch 1746 | loss: 0.030961 | val_loss: 0.0312799 | Time: 2212.56 ms [2022-03-26 21:28:42 main:574] : INFO : Epoch 1747 | loss: 0.0309543 | val_loss: 0.0312979 | Time: 2227.21 ms [2022-03-26 21:28:45 main:574] : INFO : Epoch 1748 | loss: 0.0309552 | val_loss: 0.0313157 | Time: 2303.12 ms [2022-03-26 21:28:47 main:574] : INFO : Epoch 1749 | loss: 0.030957 | val_loss: 0.0312664 | Time: 2243.37 ms [2022-03-26 21:28:49 main:574] : INFO : Epoch 1750 | loss: 0.0309687 | val_loss: 0.0312878 | Time: 2191.4 ms [2022-03-26 21:28:51 main:574] : INFO : Epoch 1751 | loss: 0.0309612 | val_loss: 0.0312941 | Time: 2204.73 ms [2022-03-26 21:28:54 main:574] : INFO : Epoch 1752 | loss: 0.0309512 | val_loss: 0.031281 | Time: 2196.71 ms [2022-03-26 21:28:56 main:574] : INFO : Epoch 1753 | loss: 0.0309522 | val_loss: 0.0312779 | Time: 2243.36 ms [2022-03-26 21:28:58 main:574] : INFO : Epoch 1754 | loss: 0.0309812 | val_loss: 0.0312737 | Time: 2221.36 ms [2022-03-26 21:29:00 main:574] : INFO : Epoch 1755 | loss: 0.0309805 | val_loss: 0.0312891 | Time: 2170.33 ms [2022-03-26 21:29:02 main:574] : INFO : Epoch 1756 | loss: 0.0309563 | val_loss: 0.0312796 | Time: 2178.93 ms [2022-03-26 21:29:05 main:574] : INFO : Epoch 1757 | loss: 0.0309543 | val_loss: 0.0312642 | Time: 2239.4 ms [2022-03-26 21:29:07 main:574] : INFO : Epoch 1758 | loss: 0.0309622 | val_loss: 0.0312786 | Time: 2237.57 ms [2022-03-26 21:29:09 main:574] : INFO : Epoch 1759 | loss: 0.0309519 | val_loss: 0.0312742 | Time: 2269.73 ms [2022-03-26 21:29:11 main:574] : INFO : Epoch 1760 | loss: 0.030955 | val_loss: 0.0312916 | Time: 2253.26 ms [2022-03-26 21:29:14 main:574] : INFO : Epoch 1761 | loss: 0.0309541 | val_loss: 0.0312885 | Time: 2257.96 ms [2022-03-26 21:29:16 main:574] : INFO : Epoch 1762 | loss: 0.0309619 | val_loss: 0.0312794 | Time: 2236.84 ms [2022-03-26 21:29:18 main:574] : INFO : Epoch 1763 | loss: 0.0309585 | val_loss: 0.0313225 | Time: 2206.88 ms [2022-03-26 21:29:20 main:574] : INFO : Epoch 1764 | loss: 0.0309529 | val_loss: 0.0312929 | Time: 2228.38 ms [2022-03-26 21:29:23 main:574] : INFO : Epoch 1765 | loss: 0.03096 | val_loss: 0.031259 | Time: 2231.18 ms [2022-03-26 21:29:25 main:574] : INFO : Epoch 1766 | loss: 0.0309548 | val_loss: 0.0313028 | Time: 2283.61 ms [2022-03-26 21:29:27 main:574] : INFO : Epoch 1767 | loss: 0.0309519 | val_loss: 0.0312799 | Time: 2253.94 ms [2022-03-26 21:29:29 main:574] : INFO : Epoch 1768 | loss: 0.0309561 | val_loss: 0.031268 | Time: 2252.55 ms [2022-03-26 21:29:32 main:574] : INFO : Epoch 1769 | loss: 0.0309535 | val_loss: 0.0312949 | Time: 2214.74 ms [2022-03-26 21:29:34 main:574] : INFO : Epoch 1770 | loss: 0.0309577 | val_loss: 0.0312804 | Time: 2228.2 ms [2022-03-26 21:29:36 main:574] : INFO : Epoch 1771 | loss: 0.0309656 | val_loss: 0.0312881 | Time: 2185.56 ms [2022-03-26 21:29:38 main:574] : INFO : Epoch 1772 | loss: 0.0309652 | val_loss: 0.0312577 | Time: 2239.74 ms [2022-03-26 21:29:41 main:574] : INFO : Epoch 1773 | loss: 0.0309601 | val_loss: 0.0312782 | Time: 2228.9 ms [2022-03-26 21:29:43 main:574] : INFO : Epoch 1774 | loss: 0.0309583 | val_loss: 0.0313106 | Time: 2245.11 ms [2022-03-26 21:29:45 main:574] : INFO : Epoch 1775 | loss: 0.0309529 | val_loss: 0.0312912 | Time: 2246.79 ms [2022-03-26 21:29:47 main:574] : INFO : Epoch 1776 | loss: 0.0309615 | val_loss: 0.0312749 | Time: 2174.67 ms [2022-03-26 21:29:49 main:574] : INFO : Epoch 1777 | loss: 0.0309642 | val_loss: 0.0312869 | Time: 2245.75 ms [2022-03-26 21:29:52 main:574] : INFO : Epoch 1778 | loss: 0.0309648 | val_loss: 0.031275 | Time: 2196.62 ms [2022-03-26 21:29:54 main:574] : INFO : Epoch 1779 | loss: 0.03096 | val_loss: 0.0312973 | Time: 2143.3 ms [2022-03-26 21:29:56 main:574] : INFO : Epoch 1780 | loss: 0.0309587 | val_loss: 0.0313096 | Time: 2181.44 ms [2022-03-26 21:29:58 main:574] : INFO : Epoch 1781 | loss: 0.0309556 | val_loss: 0.0312995 | Time: 2203.07 ms [2022-03-26 21:30:00 main:574] : INFO : Epoch 1782 | loss: 0.0309622 | val_loss: 0.0312767 | Time: 2154.35 ms [2022-03-26 21:30:03 main:574] : INFO : Epoch 1783 | loss: 0.0309552 | val_loss: 0.0312756 | Time: 2208.2 ms [2022-03-26 21:30:05 main:574] : INFO : Epoch 1784 | loss: 0.0309499 | val_loss: 0.0312808 | Time: 2178.26 ms [2022-03-26 21:30:07 main:574] : INFO : Epoch 1785 | loss: 0.0309642 | val_loss: 0.0312589 | Time: 2289.92 ms [2022-03-26 21:30:09 main:574] : INFO : Epoch 1786 | loss: 0.0309573 | val_loss: 0.0312804 | Time: 2299.23 ms [2022-03-26 21:30:12 main:574] : INFO : Epoch 1787 | loss: 0.0309684 | val_loss: 0.0312713 | Time: 2152.19 ms [2022-03-26 21:30:14 main:574] : INFO : Epoch 1788 | loss: 0.0309631 | val_loss: 0.0313024 | Time: 2346.95 ms [2022-03-26 21:30:16 main:574] : INFO : Epoch 1789 | loss: 0.0309643 | val_loss: 0.0312728 | Time: 2303.43 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2022-03-27 19:35:16 main:435] : INFO : Set logging level to 1 [2022-03-27 19:35:16 main:441] : INFO : Running in BOINC Client mode [2022-03-27 19:35:16 main:444] : INFO : Resolving all filenames [2022-03-27 19:35:16 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-27 19:35:16 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-27 19:35:16 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-27 19:35:16 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-27 19:35:16 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-27 19:35:16 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-27 19:35:16 main:474] : INFO : Configuration: [2022-03-27 19:35:16 main:475] : INFO : Model type: GRU [2022-03-27 19:35:16 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-27 19:35:16 main:477] : INFO : Max Epochs: 2048 [2022-03-27 19:35:16 main:478] : INFO : Batch Size: 128 [2022-03-27 19:35:16 main:479] : INFO : Learning Rate: 0.01 [2022-03-27 19:35:16 main:480] : INFO : Patience: 10 [2022-03-27 19:35:16 main:481] : INFO : Hidden Width: 12 [2022-03-27 19:35:16 main:482] : INFO : # Recurrent Layers: 4 [2022-03-27 19:35:16 main:483] : INFO : # Backend Layers: 4 [2022-03-27 19:35:16 main:484] : INFO : # Threads: 1 [2022-03-27 19:35:16 main:486] : INFO : Preparing Dataset [2022-03-27 19:35:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-27 19:35:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-27 19:35:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-27 19:35:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-27 19:35:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-27 19:35:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-27 19:35:20 main:494] : INFO : Creating Model [2022-03-27 19:35:20 main:507] : INFO : Preparing config file [2022-03-27 19:35:20 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-27 19:35:20 main:512] : INFO : Loading config [2022-03-27 19:35:20 main:514] : INFO : Loading state [2022-03-27 19:35:22 main:559] : INFO : Loading DataLoader into Memory [2022-03-27 19:35:22 main:562] : INFO : Starting Training [2022-03-27 19:35:24 main:574] : INFO : Epoch 1722 | loss: 0.0310672 | val_loss: 0.0312397 | Time: 2820.76 ms [2022-03-27 19:35:27 main:574] : INFO : Epoch 1723 | loss: 0.0309888 | val_loss: 0.0312463 | Time: 2128.48 ms [2022-03-27 19:35:29 main:574] : INFO : Epoch 1724 | loss: 0.0309749 | val_loss: 0.0312667 | Time: 2185.65 ms [2022-03-27 19:35:31 main:574] : INFO : Epoch 1725 | loss: 0.0309703 | val_loss: 0.0312865 | Time: 2162.43 ms [2022-03-27 19:35:33 main:574] : INFO : Epoch 1726 | loss: 0.030958 | val_loss: 0.0312556 | Time: 2130.62 ms [2022-03-27 19:35:35 main:574] : INFO : Epoch 1727 | loss: 0.0309597 | val_loss: 0.0312813 | Time: 2140.93 ms [2022-03-27 19:35:37 main:574] : INFO : Epoch 1728 | loss: 0.0309769 | val_loss: 0.0312858 | Time: 2144.25 ms [2022-03-27 19:35:40 main:574] : INFO : Epoch 1729 | loss: 0.0309722 | val_loss: 0.0312809 | Time: 2148.48 ms [2022-03-27 19:35:42 main:574] : INFO : Epoch 1730 | loss: 0.0309693 | val_loss: 0.0312631 | Time: 2151.26 ms [2022-03-27 19:35:44 main:574] : INFO : Epoch 1731 | loss: 0.030961 | val_loss: 0.0312879 | Time: 2156.95 ms [2022-03-27 19:35:46 main:574] : INFO : Epoch 1732 | loss: 0.0309551 | val_loss: 0.0312747 | Time: 2162.45 ms [2022-03-27 19:35:48 main:574] : INFO : Epoch 1733 | loss: 0.0309648 | val_loss: 0.031277 | Time: 2150.45 ms [2022-03-27 19:35:50 main:574] : INFO : Epoch 1734 | loss: 0.0309615 | val_loss: 0.0312822 | Time: 2148.93 ms [2022-03-27 19:35:52 main:574] : INFO : Epoch 1735 | loss: 0.0309571 | val_loss: 0.0312794 | Time: 2157.49 ms [2022-03-27 19:35:55 main:574] : INFO : Epoch 1736 | loss: 0.0309574 | val_loss: 0.0312843 | Time: 2156.99 ms [2022-03-27 19:35:57 main:574] : INFO : Epoch 1737 | loss: 0.0309565 | val_loss: 0.0312693 | Time: 2143.37 ms [2022-03-27 19:35:59 main:574] : INFO : Epoch 1738 | loss: 0.0309612 | val_loss: 0.0312724 | Time: 2157.76 ms [2022-03-27 19:36:01 main:574] : INFO : Epoch 1739 | loss: 0.0309572 | val_loss: 0.0312917 | Time: 2162.57 ms [2022-03-27 19:36:03 main:574] : INFO : Epoch 1740 | loss: 0.0309578 | val_loss: 0.0312602 | Time: 2155.29 ms [2022-03-27 19:36:05 main:574] : INFO : Epoch 1741 | loss: 0.0309594 | val_loss: 0.0312782 | Time: 2158.74 ms [2022-03-27 19:36:08 main:574] : INFO : Epoch 1742 | loss: 0.03096 | val_loss: 0.0312939 | Time: 2209.64 ms [2022-03-27 19:36:10 main:574] : INFO : Epoch 1743 | loss: 0.0309556 | val_loss: 0.031284 | Time: 2295.03 ms [2022-03-27 19:36:12 main:574] : INFO : Epoch 1744 | loss: 0.0309613 | val_loss: 0.0312837 | Time: 2383.35 ms [2022-03-27 19:36:15 main:574] : INFO : Epoch 1745 | loss: 0.0309619 | val_loss: 0.0312782 | Time: 2623.42 ms [2022-03-27 19:36:27 main:574] : INFO : Epoch 1746 | loss: 0.0309598 | val_loss: 0.0312696 | Time: 12509.3 ms [2022-03-27 19:36:31 main:574] : INFO : Epoch 1747 | loss: 0.0309664 | val_loss: 0.0312768 | Time: 3540.17 ms [2022-03-27 19:36:35 main:574] : INFO : Epoch 1748 | loss: 0.030966 | val_loss: 0.0312471 | Time: 3859.62 ms [2022-03-27 19:36:58 main:574] : INFO : Epoch 1749 | loss: 0.0309702 | val_loss: 0.0312902 | Time: 22737.7 ms [2022-03-27 19:37:00 main:574] : INFO : Epoch 1750 | loss: 0.0309615 | val_loss: 0.0313053 | Time: 2282.11 ms [2022-03-27 19:37:02 main:574] : INFO : Epoch 1751 | loss: 0.0309601 | val_loss: 0.0312595 | Time: 2316.94 ms [2022-03-27 19:37:05 main:574] : INFO : Epoch 1752 | loss: 0.0309583 | val_loss: 0.0312834 | Time: 2327.91 ms [2022-03-27 19:37:07 main:574] : INFO : Epoch 1753 | loss: 0.0309556 | val_loss: 0.0312799 | Time: 2295.32 ms [2022-03-27 19:37:09 main:574] : INFO : Epoch 1754 | loss: 0.0309529 | val_loss: 0.0312933 | Time: 2369.96 ms [2022-03-27 19:37:12 main:574] : INFO : Epoch 1755 | loss: 0.030956 | val_loss: 0.0312625 | Time: 2275.08 ms [2022-03-27 19:37:14 main:574] : INFO : Epoch 1756 | loss: 0.0309669 | val_loss: 0.0312879 | Time: 2279.15 ms [2022-03-27 19:37:16 main:574] : INFO : Epoch 1757 | loss: 0.0309579 | val_loss: 0.0312722 | Time: 2314.98 ms [2022-03-27 19:37:18 main:574] : INFO : Epoch 1758 | loss: 0.030965 | val_loss: 0.0312671 | Time: 2245.67 ms [2022-03-27 19:37:21 main:574] : INFO : Epoch 1759 | loss: 0.0309627 | val_loss: 0.0312775 | Time: 2350.22 ms [2022-03-27 19:37:23 main:574] : INFO : Epoch 1760 | loss: 0.030956 | val_loss: 0.0312948 | Time: 2406.55 ms [2022-03-27 19:37:26 main:574] : INFO : Epoch 1761 | loss: 0.0309486 | val_loss: 0.0312899 | Time: 2378.78 ms [2022-03-27 19:37:28 main:574] : INFO : Epoch 1762 | loss: 0.0309594 | val_loss: 0.031263 | Time: 2379.65 ms [2022-03-27 19:37:30 main:574] : INFO : Epoch 1763 | loss: 0.0309571 | val_loss: 0.0312749 | Time: 2302.24 ms [2022-03-27 19:37:33 main:574] : INFO : Epoch 1764 | loss: 0.0309533 | val_loss: 0.0312853 | Time: 2333.17 ms [2022-03-27 19:37:35 main:574] : INFO : Epoch 1765 | loss: 0.0309573 | val_loss: 0.0312652 | Time: 2386.55 ms [2022-03-27 19:37:37 main:574] : INFO : Epoch 1766 | loss: 0.0309547 | val_loss: 0.0313095 | Time: 2422.73 ms [2022-03-27 19:37:40 main:574] : INFO : Epoch 1767 | loss: 0.0309596 | val_loss: 0.031268 | Time: 2402.67 ms [2022-03-27 19:37:42 main:574] : INFO : Epoch 1768 | loss: 0.0309542 | val_loss: 0.0312855 | Time: 2340.47 ms [2022-03-27 19:37:44 main:574] : INFO : Epoch 1769 | loss: 0.0309523 | val_loss: 0.0312616 | Time: 2265.74 ms [2022-03-27 19:37:47 main:574] : INFO : Epoch 1770 | loss: 0.0309557 | val_loss: 0.0312896 | Time: 2372.47 ms [2022-03-27 19:37:49 main:574] : INFO : Epoch 1771 | loss: 0.0309553 | val_loss: 0.0313056 | Time: 2282.47 ms [2022-03-27 19:37:51 main:574] : INFO : Epoch 1772 | loss: 0.0309608 | val_loss: 0.0312558 | Time: 2318.63 ms [2022-03-27 19:37:54 main:574] : INFO : Epoch 1773 | loss: 0.0309585 | val_loss: 0.0312833 | Time: 2847.38 ms [2022-03-27 19:37:57 main:574] : INFO : Epoch 1774 | loss: 0.0309509 | val_loss: 0.0312749 | Time: 2409.93 ms [2022-03-27 19:37:59 main:574] : INFO : Epoch 1775 | loss: 0.0309661 | val_loss: 0.0312695 | Time: 2278.86 ms [2022-03-27 19:38:01 main:574] : INFO : Epoch 1776 | loss: 0.0309577 | val_loss: 0.0312903 | Time: 2294.11 ms [2022-03-27 19:38:04 main:574] : INFO : Epoch 1777 | loss: 0.0309501 | val_loss: 0.031257 | Time: 2393.68 ms [2022-03-27 19:38:06 main:574] : INFO : Epoch 1778 | loss: 0.0309561 | val_loss: 0.0312914 | Time: 2377.91 ms [2022-03-27 19:38:29 main:574] : INFO : Epoch 1779 | loss: 0.0309514 | val_loss: 0.0312931 | Time: 22521.3 ms [2022-03-27 19:38:31 main:574] : INFO : Epoch 1780 | loss: 0.0309535 | val_loss: 0.0312894 | Time: 2260.28 ms [2022-03-27 19:38:33 main:574] : INFO : Epoch 1781 | loss: 0.0309587 | val_loss: 0.0313009 | Time: 2282.25 ms [2022-03-27 19:38:35 main:574] : INFO : Epoch 1782 | loss: 0.0309632 | val_loss: 0.0312809 | Time: 2385.41 ms [2022-03-27 19:38:38 main:574] : INFO : Epoch 1783 | loss: 0.0309592 | val_loss: 0.0312609 | Time: 2367.29 ms [2022-03-27 19:38:40 main:574] : INFO : Epoch 1784 | loss: 0.0309508 | val_loss: 0.0312852 | Time: 2401.63 ms [2022-03-27 19:38:43 main:574] : INFO : Epoch 1785 | loss: 0.0309546 | val_loss: 0.0312684 | Time: 2247.02 ms [2022-03-27 19:38:45 main:574] : INFO : Epoch 1786 | loss: 0.0309535 | val_loss: 0.0313037 | Time: 2341.74 ms [2022-03-27 19:38:47 main:574] : INFO : Epoch 1787 | loss: 0.0309522 | val_loss: 0.03127 | Time: 2380.57 ms [2022-03-27 19:38:50 main:574] : INFO : Epoch 1788 | loss: 0.0309635 | val_loss: 0.0312574 | Time: 2301.53 ms [2022-03-27 19:38:52 main:574] : INFO : Epoch 1789 | loss: 0.0309691 | val_loss: 0.0312833 | Time: 2466.26 ms [2022-03-27 19:38:54 main:574] : INFO : Epoch 1790 | loss: 0.0309578 | val_loss: 0.0312783 | Time: 2322.11 ms [2022-03-27 19:38:57 main:574] : INFO : Epoch 1791 | loss: 0.0309607 | val_loss: 0.0312847 | Time: 2294.45 ms [2022-03-27 19:38:59 main:574] : INFO : Epoch 1792 | loss: 0.0309548 | val_loss: 0.0312784 | Time: 2334.5 ms [2022-03-27 19:39:01 main:574] : INFO : Epoch 1793 | loss: 0.0309974 | val_loss: 0.0312693 | Time: 2326.39 ms [2022-03-27 19:39:04 main:574] : INFO : Epoch 1794 | loss: 0.0309842 | val_loss: 0.0312669 | Time: 2355.9 ms [2022-03-27 19:39:06 main:574] : INFO : Epoch 1795 | loss: 0.0309643 | val_loss: 0.0312835 | Time: 2311.72 ms [2022-03-27 19:39:08 main:574] : INFO : Epoch 1796 | loss: 0.0309634 | val_loss: 0.0312742 | Time: 2336.08 ms [2022-03-27 19:39:11 main:574] : INFO : Epoch 1797 | loss: 0.0309568 | val_loss: 0.0313012 | Time: 2407.25 ms [2022-03-27 19:39:13 main:574] : INFO : Epoch 1798 | loss: 0.030956 | val_loss: 0.0313181 | Time: 2271.47 ms [2022-03-27 19:39:15 main:574] : INFO : Epoch 1799 | loss: 0.0309575 | val_loss: 0.0312919 | Time: 2367.87 ms [2022-03-27 19:39:18 main:574] : INFO : Epoch 1800 | loss: 0.0309658 | val_loss: 0.0312814 | Time: 2373.59 ms [2022-03-27 19:39:20 main:574] : INFO : Epoch 1801 | loss: 0.0309593 | val_loss: 0.0312921 | Time: 2342.44 ms [2022-03-27 19:39:22 main:574] : INFO : Epoch 1802 | loss: 0.0309583 | val_loss: 0.0312786 | Time: 2342.67 ms [2022-03-27 19:39:25 main:574] : INFO : Epoch 1803 | loss: 0.0309561 | val_loss: 0.0312943 | Time: 2306.21 ms [2022-03-27 19:39:27 main:574] : INFO : Epoch 1804 | loss: 0.0309516 | val_loss: 0.0312922 | Time: 2322.15 ms [2022-03-27 19:39:29 main:574] : INFO : Epoch 1805 | loss: 0.0309516 | val_loss: 0.0312668 | Time: 2298.62 ms [2022-03-27 19:39:32 main:574] : INFO : Epoch 1806 | loss: 0.0309524 | val_loss: 0.0312902 | Time: 2412.33 ms [2022-03-27 19:39:34 main:574] : INFO : Epoch 1807 | loss: 0.0309632 | val_loss: 0.0312678 | Time: 2355.73 ms [2022-03-27 19:39:37 main:574] : INFO : Epoch 1808 | loss: 0.0309517 | val_loss: 0.0312779 | Time: 2408.26 ms [2022-03-27 19:39:39 main:574] : INFO : Epoch 1809 | loss: 0.0309524 | val_loss: 0.0312774 | Time: 2391.37 ms [2022-03-27 19:39:41 main:574] : INFO : Epoch 1810 | loss: 0.0309548 | val_loss: 0.0312956 | Time: 2310.46 ms [2022-03-27 19:39:44 main:574] : INFO : Epoch 1811 | loss: 0.0309541 | val_loss: 0.0312842 | Time: 2352.29 ms [2022-03-27 19:39:46 main:574] : INFO : Epoch 1812 | loss: 0.0309486 | val_loss: 0.031285 | Time: 2375.31 ms [2022-03-27 19:39:48 main:574] : INFO : Epoch 1813 | loss: 0.0309525 | val_loss: 0.031278 | Time: 2399.71 ms [2022-03-27 19:39:51 main:574] : INFO : Epoch 1814 | loss: 0.0309606 | val_loss: 0.031264 | Time: 2367.29 ms [2022-03-27 19:39:53 main:574] : INFO : Epoch 1815 | loss: 0.0309636 | val_loss: 0.0312746 | Time: 2365.6 ms [2022-03-27 19:39:55 main:574] : INFO : Epoch 1816 | loss: 0.030959 | val_loss: 0.0312784 | Time: 2276.88 ms [2022-03-27 19:39:58 main:574] : INFO : Epoch 1817 | loss: 0.0309545 | val_loss: 0.0313258 | Time: 2568.53 ms [2022-03-27 19:40:00 main:574] : INFO : Epoch 1818 | loss: 0.0309537 | val_loss: 0.0312731 | Time: 2390.51 ms [2022-03-27 19:40:03 main:574] : INFO : Epoch 1819 | loss: 0.0309598 | val_loss: 0.0313015 | Time: 2375.32 ms [2022-03-27 19:40:05 main:574] : INFO : Epoch 1820 | loss: 0.0309512 | val_loss: 0.031293 | Time: 2355.88 ms [2022-03-27 19:40:08 main:574] : INFO : Epoch 1821 | loss: 0.0309508 | val_loss: 0.0312652 | Time: 2359.47 ms [2022-03-27 19:40:10 main:574] : INFO : Epoch 1822 | loss: 0.0309564 | val_loss: 0.0312853 | Time: 2331.2 ms [2022-03-27 19:40:12 main:574] : INFO : Epoch 1823 | loss: 0.0309505 | val_loss: 0.0313237 | Time: 2267.26 ms [2022-03-27 19:40:15 main:574] : INFO : Epoch 1824 | loss: 0.0309524 | val_loss: 0.0312719 | Time: 2400.64 ms [2022-03-27 19:40:17 main:574] : INFO : Epoch 1825 | loss: 0.0309595 | val_loss: 0.0312799 | Time: 2311.85 ms [2022-03-27 19:40:19 main:574] : INFO : Epoch 1826 | loss: 0.0309644 | val_loss: 0.0312728 | Time: 2339.69 ms [2022-03-27 19:40:22 main:574] : INFO : Epoch 1827 | loss: 0.0309538 | val_loss: 0.0313156 | Time: 2310.95 ms [2022-03-27 19:40:24 main:574] : INFO : Epoch 1828 | loss: 0.0309605 | val_loss: 0.0312827 | Time: 2312.05 ms [2022-03-27 19:40:26 main:574] : INFO : Epoch 1829 | loss: 0.0309576 | val_loss: 0.0313037 | Time: 2359.73 ms [2022-03-27 19:40:29 main:574] : INFO : Epoch 1830 | loss: 0.030956 | val_loss: 0.0312792 | Time: 2343.88 ms [2022-03-27 19:40:31 main:574] : INFO : Epoch 1831 | loss: 0.0309528 | val_loss: 0.0312585 | Time: 2337.83 ms [2022-03-27 19:40:33 main:574] : INFO : Epoch 1832 | loss: 0.0309503 | val_loss: 0.0313112 | Time: 2292.96 ms [2022-03-27 19:40:36 main:574] : INFO : Epoch 1833 | loss: 0.0309618 | val_loss: 0.0312954 | Time: 2336.39 ms [2022-03-27 19:40:38 main:574] : INFO : Epoch 1834 | loss: 0.0309619 | val_loss: 0.0312802 | Time: 2290.04 ms [2022-03-27 19:40:40 main:574] : INFO : Epoch 1835 | loss: 0.0309567 | val_loss: 0.0312826 | Time: 2368.1 ms [2022-03-27 19:40:43 main:574] : INFO : Epoch 1836 | loss: 0.0309549 | val_loss: 0.0312806 | Time: 2347.49 ms [2022-03-27 19:40:45 main:574] : INFO : Epoch 1837 | loss: 0.0309573 | val_loss: 0.0312803 | Time: 2381.73 ms [2022-03-27 19:40:47 main:574] : INFO : Epoch 1838 | loss: 0.030958 | val_loss: 0.0312732 | Time: 2346.36 ms [2022-03-27 19:40:50 main:574] : INFO : Epoch 1839 | loss: 0.0309661 | val_loss: 0.0312525 | Time: 2299.97 ms [2022-03-27 19:40:52 main:574] : INFO : Epoch 1840 | loss: 0.0309645 | val_loss: 0.0312918 | Time: 2302.35 ms [2022-03-27 19:40:54 main:574] : INFO : Epoch 1841 | loss: 0.0309652 | val_loss: 0.031268 | Time: 2267.92 ms [2022-03-27 19:40:56 main:574] : INFO : Epoch 1842 | loss: 0.0309644 | val_loss: 0.0313198 | Time: 2313.45 ms [2022-03-27 19:40:59 main:574] : INFO : Epoch 1843 | loss: 0.0309556 | val_loss: 0.0312849 | Time: 2426.37 ms [2022-03-27 19:41:01 main:574] : INFO : Epoch 1844 | loss: 0.030963 | val_loss: 0.0312694 | Time: 2351.4 ms [2022-03-27 19:41:04 main:574] : INFO : Epoch 1845 | loss: 0.0309607 | val_loss: 0.0312848 | Time: 2343.3 ms [2022-03-27 19:41:06 main:574] : INFO : Epoch 1846 | loss: 0.0309611 | val_loss: 0.0312847 | Time: 2303.29 ms [2022-03-27 19:41:08 main:574] : INFO : Epoch 1847 | loss: 0.0309632 | val_loss: 0.031299 | Time: 2269.33 ms [2022-03-27 19:41:10 main:574] : INFO : Epoch 1848 | loss: 0.0309617 | val_loss: 0.0312702 | Time: 2281.91 ms [2022-03-27 19:41:13 main:574] : INFO : Epoch 1849 | loss: 0.0309686 | val_loss: 0.0312636 | Time: 2327.57 ms [2022-03-27 19:41:15 main:574] : INFO : Epoch 1850 | loss: 0.0309628 | val_loss: 0.0312799 | Time: 2364.41 ms [2022-03-27 19:41:18 main:574] : INFO : Epoch 1851 | loss: 0.0309554 | val_loss: 0.0312921 | Time: 2320.4 ms [2022-03-27 19:41:20 main:574] : INFO : Epoch 1852 | loss: 0.0309531 | val_loss: 0.0312746 | Time: 2332.8 ms [2022-03-27 19:41:22 main:574] : INFO : Epoch 1853 | loss: 0.0309634 | val_loss: 0.0312762 | Time: 2306.88 ms [2022-03-27 19:41:25 main:574] : INFO : Epoch 1854 | loss: 0.0309582 | val_loss: 0.0312955 | Time: 2339.85 ms [2022-03-27 19:41:27 main:574] : INFO : Epoch 1855 | loss: 0.030952 | val_loss: 0.0312661 | Time: 2421.57 ms [2022-03-27 19:41:29 main:574] : INFO : Epoch 1856 | loss: 0.0309577 | val_loss: 0.0312847 | Time: 2379.59 ms [2022-03-27 19:41:32 main:574] : INFO : Epoch 1857 | loss: 0.0309682 | val_loss: 0.0312687 | Time: 2354.92 ms [2022-03-27 19:41:34 main:574] : INFO : Epoch 1858 | loss: 0.0309655 | val_loss: 0.0312968 | Time: 2299.75 ms [2022-03-27 19:41:36 main:574] : INFO : Epoch 1859 | loss: 0.0309549 | val_loss: 0.0312787 | Time: 2328.52 ms [2022-03-27 19:41:39 main:574] : INFO : Epoch 1860 | loss: 0.0309568 | val_loss: 0.0312854 | Time: 2267.64 ms [2022-03-27 19:41:41 main:574] : INFO : Epoch 1861 | loss: 0.030951 | val_loss: 0.031287 | Time: 2328.79 ms [2022-03-27 19:41:43 main:574] : INFO : Epoch 1862 | loss: 0.0309559 | val_loss: 0.0312754 | Time: 2364.75 ms [2022-03-27 19:41:46 main:574] : INFO : Epoch 1863 | loss: 0.0309614 | val_loss: 0.0312821 | Time: 2300.2 ms [2022-03-27 19:41:48 main:574] : INFO : Epoch 1864 | loss: 0.0309626 | val_loss: 0.0312778 | Time: 2300.15 ms [2022-03-27 19:41:50 main:574] : INFO : Epoch 1865 | loss: 0.0309566 | val_loss: 0.0312672 | Time: 2317.81 ms [2022-03-27 19:41:53 main:574] : INFO : Epoch 1866 | loss: 0.0309564 | val_loss: 0.0312605 | Time: 2362.14 ms [2022-03-27 19:41:55 main:574] : INFO : Epoch 1867 | loss: 0.0309551 | val_loss: 0.0313018 | Time: 2278.77 ms [2022-03-27 19:41:57 main:574] : INFO : Epoch 1868 | loss: 0.0309597 | val_loss: 0.0312886 | Time: 2310.24 ms [2022-03-27 19:42:00 main:574] : INFO : Epoch 1869 | loss: 0.0309644 | val_loss: 0.0312721 | Time: 2337.03 ms [2022-03-27 19:42:02 main:574] : INFO : Epoch 1870 | loss: 0.0309542 | val_loss: 0.0312984 | Time: 2342.27 ms [2022-03-27 19:42:04 main:574] : INFO : Epoch 1871 | loss: 0.0309587 | val_loss: 0.0312637 | Time: 2367.28 ms [2022-03-27 19:42:07 main:574] : INFO : Epoch 1872 | loss: 0.0309644 | val_loss: 0.0312639 | Time: 2287.41 ms [2022-03-27 19:42:09 main:574] : INFO : Epoch 1873 | loss: 0.0309684 | val_loss: 0.0312858 | Time: 2336.03 ms [2022-03-27 19:42:11 main:574] : INFO : Epoch 1874 | loss: 0.0309578 | val_loss: 0.0312682 | Time: 2448.03 ms [2022-03-27 19:42:14 main:574] : INFO : Epoch 1875 | loss: 0.0309624 | val_loss: 0.0312952 | Time: 2333.55 ms [2022-03-27 19:42:16 main:574] : INFO : Epoch 1876 | loss: 0.0309675 | val_loss: 0.0312511 | Time: 2409.73 ms [2022-03-27 19:42:18 main:574] : INFO : Epoch 1877 | loss: 0.0309625 | val_loss: 0.0312978 | Time: 2366.63 ms [2022-03-27 19:42:21 main:574] : INFO : Epoch 1878 | loss: 0.0309501 | val_loss: 0.0312764 | Time: 2325.67 ms [2022-03-27 19:42:23 main:574] : INFO : Epoch 1879 | loss: 0.03095 | val_loss: 0.0313176 | Time: 2318.66 ms [2022-03-27 19:42:25 main:574] : INFO : Epoch 1880 | loss: 0.0309569 | val_loss: 0.0312928 | Time: 2329.29 ms [2022-03-27 19:42:28 main:574] : INFO : Epoch 1881 | loss: 0.0309539 | val_loss: 0.0312812 | Time: 2407.63 ms [2022-03-27 19:42:30 main:574] : INFO : Epoch 1882 | loss: 0.0309529 | val_loss: 0.031284 | Time: 2303.51 ms [2022-03-27 19:42:33 main:574] : INFO : Epoch 1883 | loss: 0.0309694 | val_loss: 0.0312632 | Time: 2338.3 ms [2022-03-27 19:42:35 main:574] : INFO : Epoch 1884 | loss: 0.0309674 | val_loss: 0.0313079 | Time: 2332.83 ms [2022-03-27 19:42:37 main:574] : INFO : Epoch 1885 | loss: 0.0309654 | val_loss: 0.0312623 | Time: 2289.71 ms [2022-03-27 19:42:39 main:574] : INFO : Epoch 1886 | loss: 0.0309558 | val_loss: 0.0312865 | Time: 2308.37 ms [2022-03-27 19:42:42 main:574] : INFO : Epoch 1887 | loss: 0.0309509 | val_loss: 0.0312682 | Time: 2437.65 ms [2022-03-27 19:42:44 main:574] : INFO : Epoch 1888 | loss: 0.0309484 | val_loss: 0.0312707 | Time: 2330.37 ms [2022-03-27 19:42:47 main:574] : INFO : Epoch 1889 | loss: 0.0309578 | val_loss: 0.0313 | Time: 2333.64 ms [2022-03-27 19:42:49 main:574] : INFO : Epoch 1890 | loss: 0.0309578 | val_loss: 0.0312997 | Time: 2348.09 ms [2022-03-27 19:42:51 main:574] : INFO : Epoch 1891 | loss: 0.0309518 | val_loss: 0.0312713 | Time: 2356.26 ms [2022-03-27 19:42:54 main:574] : INFO : Epoch 1892 | loss: 0.0309609 | val_loss: 0.031309 | Time: 2383.41 ms [2022-03-27 19:42:56 main:574] : INFO : Epoch 1893 | loss: 0.0309645 | val_loss: 0.0312877 | Time: 2357.09 ms [2022-03-27 19:42:58 main:574] : INFO : Epoch 1894 | loss: 0.0309546 | val_loss: 0.0312801 | Time: 2363.74 ms [2022-03-27 19:43:01 main:574] : INFO : Epoch 1895 | loss: 0.0309583 | val_loss: 0.031276 | Time: 2283.45 ms [2022-03-27 19:43:03 main:574] : INFO : Epoch 1896 | loss: 0.0309648 | val_loss: 0.0312744 | Time: 2302.63 ms [2022-03-27 19:43:05 main:574] : INFO : Epoch 1897 | loss: 0.0309547 | val_loss: 0.0312762 | Time: 2327.61 ms [2022-03-27 19:43:08 main:574] : INFO : Epoch 1898 | loss: 0.0309539 | val_loss: 0.0312878 | Time: 2296.48 ms [2022-03-27 19:43:10 main:574] : INFO : Epoch 1899 | loss: 0.0309616 | val_loss: 0.0312723 | Time: 2398.96 ms [2022-03-27 19:43:12 main:574] : INFO : Epoch 1900 | loss: 0.0309553 | val_loss: 0.0312866 | Time: 2290.86 ms [2022-03-27 19:43:15 main:574] : INFO : Epoch 1901 | loss: 0.0309556 | val_loss: 0.0312613 | Time: 2373.54 ms [2022-03-27 19:43:17 main:574] : INFO : Epoch 1902 | loss: 0.0309749 | val_loss: 0.0313069 | Time: 2384.59 ms [2022-03-27 19:43:19 main:574] : INFO : Epoch 1903 | loss: 0.0309685 | val_loss: 0.0312738 | Time: 2387 ms [2022-03-27 19:43:22 main:574] : INFO : Epoch 1904 | loss: 0.0309484 | val_loss: 0.0312612 | Time: 2365.69 ms [2022-03-27 19:43:24 main:574] : INFO : Epoch 1905 | loss: 0.0309594 | val_loss: 0.0312812 | Time: 2409.44 ms [2022-03-27 19:43:27 main:574] : INFO : Epoch 1906 | loss: 0.0309681 | val_loss: 0.0312745 | Time: 2330.42 ms [2022-03-27 19:43:29 main:574] : INFO : Epoch 1907 | loss: 0.0309629 | val_loss: 0.031282 | Time: 2367.72 ms [2022-03-27 19:43:31 main:574] : INFO : Epoch 1908 | loss: 0.0309535 | val_loss: 0.0312941 | Time: 2294.83 ms [2022-03-27 19:43:34 main:574] : INFO : Epoch 1909 | loss: 0.0309556 | val_loss: 0.031291 | Time: 2257.15 ms [2022-03-27 19:43:36 main:574] : INFO : Epoch 1910 | loss: 0.0309539 | val_loss: 0.0313035 | Time: 2339.7 ms [2022-03-27 19:43:38 main:574] : INFO : Epoch 1911 | loss: 0.030957 | val_loss: 0.0312782 | Time: 2353.05 ms [2022-03-27 19:43:41 main:574] : INFO : Epoch 1912 | loss: 0.0309515 | val_loss: 0.0312959 | Time: 2356.78 ms [2022-03-27 19:43:43 main:574] : INFO : Epoch 1913 | loss: 0.030952 | val_loss: 0.0312654 | Time: 2327.19 ms [2022-03-27 19:43:45 main:574] : INFO : Epoch 1914 | loss: 0.0309552 | val_loss: 0.031275 | Time: 2355.61 ms [2022-03-27 19:43:48 main:574] : INFO : Epoch 1915 | loss: 0.030957 | val_loss: 0.0312446 | Time: 2368.32 ms [2022-03-27 19:43:50 main:574] : INFO : Epoch 1916 | loss: 0.0309659 | val_loss: 0.0312644 | Time: 2271.47 ms [2022-03-27 19:43:52 main:574] : INFO : Epoch 1917 | loss: 0.0309675 | val_loss: 0.0312697 | Time: 2362.81 ms [2022-03-27 19:43:55 main:574] : INFO : Epoch 1918 | loss: 0.0309589 | val_loss: 0.0312887 | Time: 2406.49 ms [2022-03-27 19:43:57 main:574] : INFO : Epoch 1919 | loss: 0.0309517 | val_loss: 0.0312736 | Time: 2325.93 ms [2022-03-27 19:43:59 main:574] : INFO : Epoch 1920 | loss: 0.0309568 | val_loss: 0.0313007 | Time: 2322.53 ms [2022-03-27 19:44:02 main:574] : INFO : Epoch 1921 | loss: 0.0309541 | val_loss: 0.0313077 | Time: 2312.53 ms [2022-03-27 19:44:04 main:574] : INFO : Epoch 1922 | loss: 0.0309548 | val_loss: 0.0312828 | Time: 2305.58 ms [2022-03-27 19:44:06 main:574] : INFO : Epoch 1923 | loss: 0.0309531 | val_loss: 0.031282 | Time: 2427.14 ms [2022-03-27 19:44:09 main:574] : INFO : Epoch 1924 | loss: 0.0309502 | val_loss: 0.0312831 | Time: 2312.93 ms [2022-03-27 19:44:11 main:574] : INFO : Epoch 1925 | loss: 0.0309491 | val_loss: 0.0313046 | Time: 2323.42 ms [2022-03-27 19:44:13 main:574] : INFO : Epoch 1926 | loss: 0.0309567 | val_loss: 0.0312719 | Time: 2257.99 ms [2022-03-27 19:44:16 main:574] : INFO : Epoch 1927 | loss: 0.0309562 | val_loss: 0.0312669 | Time: 2285.41 ms [2022-03-27 19:44:18 main:574] : INFO : Epoch 1928 | loss: 0.0309729 | val_loss: 0.0312745 | Time: 2435.64 ms [2022-03-27 19:44:21 main:574] : INFO : Epoch 1929 | loss: 0.030962 | val_loss: 0.0312764 | Time: 2424.85 ms [2022-03-27 19:44:23 main:574] : INFO : Epoch 1930 | loss: 0.0309557 | val_loss: 0.0312904 | Time: 2494.63 ms [2022-03-27 19:44:26 main:574] : INFO : Epoch 1931 | loss: 0.0309576 | val_loss: 0.0313046 | Time: 2490.17 ms [2022-03-27 19:44:28 main:574] : INFO : Epoch 1932 | loss: 0.0309503 | val_loss: 0.0312582 | Time: 2574.02 ms [2022-03-27 19:44:30 main:574] : INFO : Epoch 1933 | loss: 0.0309597 | val_loss: 0.0312882 | Time: 2390.18 ms [2022-03-27 19:44:33 main:574] : INFO : Epoch 1934 | loss: 0.0309512 | val_loss: 0.0312874 | Time: 2390.7 ms [2022-03-27 19:44:35 main:574] : INFO : Epoch 1935 | loss: 0.0309511 | val_loss: 0.0312846 | Time: 2341.59 ms [2022-03-27 19:44:38 main:574] : INFO : Epoch 1936 | loss: 0.0309514 | val_loss: 0.0312881 | Time: 2416.79 ms [2022-03-27 19:44:40 main:574] : INFO : Epoch 1937 | loss: 0.0309537 | val_loss: 0.0312713 | Time: 2299.03 ms [2022-03-27 19:44:42 main:574] : INFO : Epoch 1938 | loss: 0.0309568 | val_loss: 0.0312933 | Time: 2296.58 ms [2022-03-27 19:44:45 main:574] : INFO : Epoch 1939 | loss: 0.0309617 | val_loss: 0.0312745 | Time: 2476.2 ms [2022-03-27 19:44:47 main:574] : INFO : Epoch 1940 | loss: 0.0309555 | val_loss: 0.0312958 | Time: 2437.27 ms [2022-03-27 19:44:50 main:574] : INFO : Epoch 1941 | loss: 0.030959 | val_loss: 0.0312778 | Time: 2379.04 ms [2022-03-27 19:44:52 main:574] : INFO : Epoch 1942 | loss: 0.0309589 | val_loss: 0.0312812 | Time: 2318.78 ms [2022-03-27 19:44:54 main:574] : INFO : Epoch 1943 | loss: 0.0309566 | val_loss: 0.0312745 | Time: 2292.02 ms [2022-03-27 19:44:57 main:574] : INFO : Epoch 1944 | loss: 0.0309548 | val_loss: 0.0313056 | Time: 2369.36 ms [2022-03-27 19:44:59 main:574] : INFO : Epoch 1945 | loss: 0.0309477 | val_loss: 0.0312701 | Time: 2370.4 ms [2022-03-27 19:45:01 main:574] : INFO : Epoch 1946 | loss: 0.0309609 | val_loss: 0.0313083 | Time: 2409.77 ms [2022-03-27 19:45:04 main:574] : INFO : Epoch 1947 | loss: 0.0309699 | val_loss: 0.0312639 | Time: 2289.91 ms [2022-03-27 19:45:06 main:574] : INFO : Epoch 1948 | loss: 0.0309603 | val_loss: 0.0312855 | Time: 2301.91 ms [2022-03-27 19:45:08 main:574] : INFO : Epoch 1949 | loss: 0.0309568 | val_loss: 0.0312621 | Time: 2352.95 ms [2022-03-27 19:45:11 main:574] : INFO : Epoch 1950 | loss: 0.0309563 | val_loss: 0.031269 | Time: 2320.05 ms [2022-03-27 19:45:13 main:574] : INFO : Epoch 1951 | loss: 0.0309587 | val_loss: 0.0312797 | Time: 2450.67 ms [2022-03-27 19:45:15 main:574] : INFO : Epoch 1952 | loss: 0.0309619 | val_loss: 0.0312698 | Time: 2279.89 ms [2022-03-27 19:45:18 main:574] : INFO : Epoch 1953 | loss: 0.0309641 | val_loss: 0.0313002 | Time: 2361.33 ms [2022-03-27 19:45:20 main:574] : INFO : Epoch 1954 | loss: 0.0309717 | val_loss: 0.0312905 | Time: 2344.16 ms [2022-03-27 19:45:22 main:574] : INFO : Epoch 1955 | loss: 0.0309579 | val_loss: 0.031256 | Time: 2302.59 ms [2022-03-27 19:45:25 main:574] : INFO : Epoch 1956 | loss: 0.0309509 | val_loss: 0.0312767 | Time: 2351.62 ms [2022-03-27 19:45:27 main:574] : INFO : Epoch 1957 | loss: 0.0309554 | val_loss: 0.03128 | Time: 2400.26 ms [2022-03-27 19:45:29 main:574] : INFO : Epoch 1958 | loss: 0.0309454 | val_loss: 0.0312799 | Time: 2278.6 ms [2022-03-27 19:45:32 main:574] : INFO : Epoch 1959 | loss: 0.0309572 | val_loss: 0.0312527 | Time: 2359.65 ms [2022-03-27 19:45:34 main:574] : INFO : Epoch 1960 | loss: 0.0309575 | val_loss: 0.0312691 | Time: 2301.55 ms [2022-03-27 19:45:36 main:574] : INFO : Epoch 1961 | loss: 0.0309577 | val_loss: 0.031295 | Time: 2318.58 ms [2022-03-27 19:45:39 main:574] : INFO : Epoch 1962 | loss: 0.0309503 | val_loss: 0.0312957 | Time: 2321.57 ms [2022-03-27 19:45:41 main:574] : INFO : Epoch 1963 | loss: 0.0309589 | val_loss: 0.0312914 | Time: 2331.58 ms [2022-03-27 19:45:43 main:574] : INFO : Epoch 1964 | loss: 0.0309655 | val_loss: 0.0312638 | Time: 2336.89 ms [2022-03-27 19:45:46 main:574] : INFO : Epoch 1965 | loss: 0.0309614 | val_loss: 0.0312883 | Time: 2307.6 ms [2022-03-27 19:45:48 main:574] : INFO : Epoch 1966 | loss: 0.0309656 | val_loss: 0.0313232 | Time: 2335.3 ms [2022-03-27 19:45:50 main:574] : INFO : Epoch 1967 | loss: 0.0310013 | val_loss: 0.0313074 | Time: 2340.99 ms [2022-03-27 19:45:53 main:574] : INFO : Epoch 1968 | loss: 0.0309858 | val_loss: 0.0313025 | Time: 2376.48 ms [2022-03-27 19:45:55 main:574] : INFO : Epoch 1969 | loss: 0.030958 | val_loss: 0.031289 | Time: 2337.26 ms [2022-03-27 19:45:58 main:574] : INFO : Epoch 1970 | loss: 0.0309531 | val_loss: 0.0312992 | Time: 2363.32 ms [2022-03-27 19:46:00 main:574] : INFO : Epoch 1971 | loss: 0.0309506 | val_loss: 0.0312774 | Time: 2293.95 ms [2022-03-27 19:46:02 main:574] : INFO : Epoch 1972 | loss: 0.0309684 | val_loss: 0.0312732 | Time: 2287.95 ms [2022-03-27 19:46:04 main:574] : INFO : Epoch 1973 | loss: 0.0309665 | val_loss: 0.031299 | Time: 2335.96 ms [2022-03-27 19:46:07 main:574] : INFO : Epoch 1974 | loss: 0.030958 | val_loss: 0.0312812 | Time: 2329.02 ms [2022-03-27 19:46:09 main:574] : INFO : Epoch 1975 | loss: 0.0309589 | val_loss: 0.0312713 | Time: 2331.76 ms [2022-03-27 19:46:11 main:574] : INFO : Epoch 1976 | loss: 0.0309606 | val_loss: 0.0313073 | Time: 2319.97 ms [2022-03-27 19:46:14 main:574] : INFO : Epoch 1977 | loss: 0.0309501 | val_loss: 0.0313117 | Time: 2339.93 ms [2022-03-27 19:46:16 main:574] : INFO : Epoch 1978 | loss: 0.0309573 | val_loss: 0.031288 | Time: 2286.08 ms [2022-03-27 19:46:18 main:574] : INFO : Epoch 1979 | loss: 0.0309499 | val_loss: 0.0312851 | Time: 2352.32 ms [2022-03-27 19:46:21 main:574] : INFO : Epoch 1980 | loss: 0.0309566 | val_loss: 0.0312783 | Time: 2313.38 ms [2022-03-27 19:46:23 main:574] : INFO : Epoch 1981 | loss: 0.0309524 | val_loss: 0.0312963 | Time: 2327.4 ms [2022-03-27 19:46:25 main:574] : INFO : Epoch 1982 | loss: 0.0309516 | val_loss: 0.0312726 | Time: 2353.91 ms [2022-03-27 19:46:28 main:574] : INFO : Epoch 1983 | loss: 0.0309548 | val_loss: 0.0312681 | Time: 2403.78 ms [2022-03-27 19:46:30 main:574] : INFO : Epoch 1984 | loss: 0.0309596 | val_loss: 0.0312805 | Time: 2298.56 ms [2022-03-27 19:46:32 main:574] : INFO : Epoch 1985 | loss: 0.0309563 | val_loss: 0.0312882 | Time: 2262.08 ms [2022-03-27 19:46:35 main:574] : INFO : Epoch 1986 | loss: 0.0309485 | val_loss: 0.0313068 | Time: 2324.29 ms [2022-03-27 19:46:37 main:574] : INFO : Epoch 1987 | loss: 0.0309534 | val_loss: 0.0312726 | Time: 2378.43 ms [2022-03-27 19:46:40 main:574] : INFO : Epoch 1988 | loss: 0.0309546 | val_loss: 0.0313159 | Time: 2323.78 ms [2022-03-27 19:46:42 main:574] : INFO : Epoch 1989 | loss: 0.0309532 | val_loss: 0.0312605 | Time: 2396.35 ms [2022-03-27 19:46:44 main:574] : INFO : Epoch 1990 | loss: 0.0309586 | val_loss: 0.0312748 | Time: 2329.95 ms [2022-03-27 19:46:47 main:574] : INFO : Epoch 1991 | loss: 0.0309646 | val_loss: 0.0312735 | Time: 2322.9 ms [2022-03-27 19:46:49 main:574] : INFO : Epoch 1992 | loss: 0.0309657 | val_loss: 0.0312791 | Time: 2306.19 ms [2022-03-27 19:46:51 main:574] : INFO : Epoch 1993 | loss: 0.0309654 | val_loss: 0.0312901 | Time: 2333.33 ms [2022-03-27 19:46:54 main:574] : INFO : Epoch 1994 | loss: 0.0309551 | val_loss: 0.0312857 | Time: 2310.02 ms [2022-03-27 19:46:56 main:574] : INFO : Epoch 1995 | loss: 0.0309556 | val_loss: 0.0312732 | Time: 2369.07 ms [2022-03-27 19:46:58 main:574] : INFO : Epoch 1996 | loss: 0.0309574 | val_loss: 0.0312704 | Time: 2341.23 ms [2022-03-27 19:47:01 main:574] : INFO : Epoch 1997 | loss: 0.0309485 | val_loss: 0.0312803 | Time: 2319.53 ms [2022-03-27 19:47:03 main:574] : INFO : Epoch 1998 | loss: 0.0309495 | val_loss: 0.0312665 | Time: 2309.5 ms [2022-03-27 19:47:05 main:574] : INFO : Epoch 1999 | loss: 0.030949 | val_loss: 0.0312797 | Time: 2360.97 ms [2022-03-27 19:47:08 main:574] : INFO : Epoch 2000 | loss: 0.0309504 | val_loss: 0.0312868 | Time: 2362.11 ms [2022-03-27 19:47:10 main:574] : INFO : Epoch 2001 | loss: 0.0309595 | val_loss: 0.0312619 | Time: 2303.91 ms [2022-03-27 19:47:12 main:574] : INFO : Epoch 2002 | loss: 0.0309523 | val_loss: 0.0312703 | Time: 2387.34 ms [2022-03-27 19:47:15 main:574] : INFO : Epoch 2003 | loss: 0.0309543 | val_loss: 0.0313113 | Time: 2352.32 ms [2022-03-27 19:47:17 main:574] : INFO : Epoch 2004 | loss: 0.0309564 | val_loss: 0.0312882 | Time: 2316.49 ms [2022-03-27 19:47:19 main:574] : INFO : Epoch 2005 | loss: 0.0309573 | val_loss: 0.0312688 | Time: 2305.25 ms [2022-03-27 19:47:22 main:574] : INFO : Epoch 2006 | loss: 0.030958 | val_loss: 0.0312795 | Time: 2310.75 ms [2022-03-27 19:47:24 main:574] : INFO : Epoch 2007 | loss: 0.0309558 | val_loss: 0.0312833 | Time: 2378.04 ms [2022-03-27 19:47:26 main:574] : INFO : Epoch 2008 | loss: 0.0309589 | val_loss: 0.0312804 | Time: 2362.62 ms [2022-03-27 19:47:29 main:574] : INFO : Epoch 2009 | loss: 0.0309583 | val_loss: 0.0312853 | Time: 2344.81 ms [2022-03-27 19:47:31 main:574] : INFO : Epoch 2010 | loss: 0.0309556 | val_loss: 0.0312918 | Time: 2318.1 ms [2022-03-27 19:47:33 main:574] : INFO : Epoch 2011 | loss: 0.0309577 | val_loss: 0.0312848 | Time: 2332.42 ms [2022-03-27 19:47:36 main:574] : INFO : Epoch 2012 | loss: 0.0309518 | val_loss: 0.0312855 | Time: 2334.24 ms [2022-03-27 19:47:38 main:574] : INFO : Epoch 2013 | loss: 0.0309489 | val_loss: 0.0312973 | Time: 2413.47 ms [2022-03-27 19:47:40 main:574] : INFO : Epoch 2014 | loss: 0.0309484 | val_loss: 0.0312805 | Time: 2315.97 ms [2022-03-27 19:47:43 main:574] : INFO : Epoch 2015 | loss: 0.0309531 | val_loss: 0.0312613 | Time: 2338.7 ms [2022-03-27 19:47:45 main:574] : INFO : Epoch 2016 | loss: 0.0309634 | val_loss: 0.0313114 | Time: 2311.94 ms [2022-03-27 19:47:47 main:574] : INFO : Epoch 2017 | loss: 0.0309603 | val_loss: 0.0312708 | Time: 2306.47 ms [2022-03-27 19:47:50 main:574] : INFO : Epoch 2018 | loss: 0.030952 | val_loss: 0.0312807 | Time: 2295.31 ms [2022-03-27 19:47:52 main:574] : INFO : Epoch 2019 | loss: 0.0309506 | val_loss: 0.0313042 | Time: 2323.5 ms [2022-03-27 19:47:54 main:574] : INFO : Epoch 2020 | loss: 0.0309468 | val_loss: 0.0312997 | Time: 2371.34 ms [2022-03-27 19:47:57 main:574] : INFO : Epoch 2021 | loss: 0.0309475 | val_loss: 0.0312858 | Time: 2382.59 ms [2022-03-27 19:47:59 main:574] : INFO : Epoch 2022 | loss: 0.0309505 | val_loss: 0.0312703 | Time: 2289.39 ms [2022-03-27 19:48:01 main:574] : INFO : Epoch 2023 | loss: 0.0309479 | val_loss: 0.0312809 | Time: 2339.61 ms [2022-03-27 19:48:04 main:574] : INFO : Epoch 2024 | loss: 0.0309507 | val_loss: 0.0312672 | Time: 2313.53 ms [2022-03-27 19:48:06 main:574] : INFO : Epoch 2025 | loss: 0.0309506 | val_loss: 0.0312882 | Time: 2339.37 ms [2022-03-27 19:48:09 main:574] : INFO : Epoch 2026 | loss: 0.0309522 | val_loss: 0.0312851 | Time: 2404.26 ms [2022-03-27 19:48:11 main:574] : INFO : Epoch 2027 | loss: 0.0309558 | val_loss: 0.0312788 | Time: 2342.04 ms [2022-03-27 19:48:13 main:574] : INFO : Epoch 2028 | loss: 0.0309474 | val_loss: 0.031288 | Time: 2345.51 ms [2022-03-27 19:48:16 main:574] : INFO : Epoch 2029 | loss: 0.0309571 | val_loss: 0.0312775 | Time: 2297.97 ms [2022-03-27 19:48:18 main:574] : INFO : Epoch 2030 | loss: 0.0309606 | val_loss: 0.0313041 | Time: 2305.65 ms [2022-03-27 19:48:20 main:574] : INFO : Epoch 2031 | loss: 0.0309564 | val_loss: 0.0312807 | Time: 2324.69 ms [2022-03-27 19:48:23 main:574] : INFO : Epoch 2032 | loss: 0.0309592 | val_loss: 0.0312705 | Time: 2305.16 ms [2022-03-27 19:48:25 main:574] : INFO : Epoch 2033 | loss: 0.0309599 | val_loss: 0.0312613 | Time: 2392.03 ms [2022-03-27 19:48:27 main:574] : INFO : Epoch 2034 | loss: 0.0309536 | val_loss: 0.0313065 | Time: 2345.8 ms [2022-03-27 19:48:30 main:574] : INFO : Epoch 2035 | loss: 0.0309521 | val_loss: 0.0312706 | Time: 2403.45 ms [2022-03-27 19:48:32 main:574] : INFO : Epoch 2036 | loss: 0.0309537 | val_loss: 0.0312751 | Time: 2316.09 ms [2022-03-27 19:48:34 main:574] : INFO : Epoch 2037 | loss: 0.0309611 | val_loss: 0.0312919 | Time: 2273.24 ms [2022-03-27 19:48:37 main:574] : INFO : Epoch 2038 | loss: 0.0309592 | val_loss: 0.0312899 | Time: 2407.97 ms [2022-03-27 19:48:39 main:574] : INFO : Epoch 2039 | loss: 0.0309616 | val_loss: 0.0312637 | Time: 2345.88 ms [2022-03-27 19:48:41 main:574] : INFO : Epoch 2040 | loss: 0.0309608 | val_loss: 0.0312841 | Time: 2339.37 ms [2022-03-27 19:48:44 main:574] : INFO : Epoch 2041 | loss: 0.0309566 | val_loss: 0.0312978 | Time: 2294.59 ms [2022-03-27 19:48:46 main:574] : INFO : Epoch 2042 | loss: 0.0309495 | val_loss: 0.0312723 | Time: 2298.04 ms [2022-03-27 19:48:48 main:574] : INFO : Epoch 2043 | loss: 0.0309497 | val_loss: 0.0312981 | Time: 2346.56 ms [2022-03-27 19:48:51 main:574] : INFO : Epoch 2044 | loss: 0.0309604 | val_loss: 0.0312713 | Time: 2423.02 ms [2022-03-27 19:48:53 main:574] : INFO : Epoch 2045 | loss: 0.0309671 | val_loss: 0.0312878 | Time: 2379.66 ms [2022-03-27 19:48:56 main:574] : INFO : Epoch 2046 | loss: 0.0309616 | val_loss: 0.0313015 | Time: 2374.41 ms [2022-03-27 19:48:58 main:574] : INFO : Epoch 2047 | loss: 0.0309647 | val_loss: 0.0312602 | Time: 2318.56 ms [2022-03-27 19:49:00 main:574] : INFO : Epoch 2048 | loss: 0.0309586 | val_loss: 0.0312795 | Time: 2339.39 ms [2022-03-27 19:49:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312795 [2022-03-27 19:49:00 main:603] : INFO : Saving end state to config to file [2022-03-27 19:49:00 main:608] : INFO : Success, exiting.. 19:49:00 (4464): 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)