Task 14543753
| Name | ParityModified-1647048143-28534-3-0_0 |
| Workunit | 11574797 |
| Created | 7 Apr 2022, 18:53:43 UTC |
| Sent | 10 Apr 2022, 5:53:18 UTC |
| Report deadline | 18 Apr 2022, 5:53:18 UTC |
| Received | 12 Apr 2022, 1:27:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 11 min 54 sec |
| CPU time | 1 hours 10 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03:52:26 main:574] : INFO : Epoch 1569 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 1951.44 ms [2022-04-12 03:52:28 main:574] : INFO : Epoch 1570 | loss: 0.0311757 | val_loss: 0.0311763 | Time: 1971.15 ms [2022-04-12 03:52:30 main:574] : INFO : Epoch 1571 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 1948.81 ms [2022-04-12 03:52:32 main:574] : INFO : Epoch 1572 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 2031 ms [2022-04-12 03:52:34 main:574] : INFO : Epoch 1573 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 1959.29 ms [2022-04-12 03:52:36 main:574] : INFO : Epoch 1574 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 1952.69 ms [2022-04-12 03:52:38 main:574] : INFO : Epoch 1575 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 1964.07 ms [2022-04-12 03:52:40 main:574] : INFO : Epoch 1576 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 2005.21 ms [2022-04-12 03:52:42 main:574] : INFO : Epoch 1577 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1931.15 ms [2022-04-12 03:52:44 main:574] : INFO : Epoch 1578 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2201.51 ms [2022-04-12 03:52:47 main:574] : INFO : Epoch 1579 | loss: 0.0311765 | val_loss: 0.0311744 | Time: 2070.63 ms [2022-04-12 03:52:49 main:574] : INFO : Epoch 1580 | loss: 0.031178 | val_loss: 0.0311864 | Time: 2065.34 ms [2022-04-12 03:52:51 main:574] : INFO : Epoch 1581 | loss: 0.031184 | val_loss: 0.0311827 | Time: 2004.41 ms [2022-04-12 03:52:53 main:574] : INFO : Epoch 1582 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 2035.46 ms [2022-04-12 03:52:55 main:574] : INFO : Epoch 1583 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 1982.82 ms [2022-04-12 03:52:57 main:574] : INFO : Epoch 1584 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 1993.04 ms [2022-04-12 03:52:59 main:574] : INFO : Epoch 1585 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 2040.4 ms [2022-04-12 03:53:01 main:574] : INFO : Epoch 1586 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 2020.26 ms [2022-04-12 03:53:03 main:574] : INFO : Epoch 1587 | loss: 0.031175 | val_loss: 0.0311777 | Time: 1952.25 ms [2022-04-12 03:53:05 main:574] : INFO : Epoch 1588 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1982.75 ms [2022-04-12 03:53:08 main:574] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 3087 ms [2022-04-12 03:53:10 main:574] : INFO : Epoch 1590 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 2678.53 ms [2022-04-12 03:53:13 main:574] : INFO : Epoch 1591 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 2823.72 ms [2022-04-12 03:53:16 main:574] : INFO : Epoch 1592 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 2663.53 ms [2022-04-12 03:53:18 main:574] : INFO : Epoch 1593 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 2352.31 ms [2022-04-12 03:53:20 main:574] : INFO : Epoch 1594 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 2045.5 ms [2022-04-12 03:53:24 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.031183 | Time: 2129 ms [2022-04-12 03:53:26 main:574] : INFO : Epoch 1596 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 2124.47 ms [2022-04-12 03:53:28 main:574] : INFO : Epoch 1597 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 2030.98 ms [2022-04-12 03:53:31 main:574] : INFO : Epoch 1598 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 2278.34 ms [2022-04-12 03:53:33 main:574] : INFO : Epoch 1599 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 2339.65 ms [2022-04-12 03:53:35 main:574] : INFO : Epoch 1600 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 2361 ms [2022-04-12 03:53:38 main:574] : INFO : Epoch 1601 | loss: 0.0311751 | val_loss: 0.031176 | Time: 2338.46 ms [2022-04-12 03:53:40 main:574] : INFO : Epoch 1602 | loss: 0.0311735 | val_loss: 0.031178 | Time: 2301.54 ms [2022-04-12 03:53:42 main:574] : INFO : Epoch 1603 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 2265.73 ms [2022-04-12 03:53:44 main:574] : INFO : Epoch 1604 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 2089.18 ms [2022-04-12 03:53:47 main:574] : INFO : Epoch 1605 | loss: 0.031175 | val_loss: 0.0311774 | Time: 2257.84 ms [2022-04-12 03:53:49 main:574] : INFO : Epoch 1606 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 2258.79 ms [2022-04-12 03:53:51 main:574] : INFO : Epoch 1607 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 2401.03 ms [2022-04-12 03:53:54 main:574] : INFO : Epoch 1608 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 2440.32 ms [2022-04-12 03:53:56 main:574] : INFO : Epoch 1609 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 2349.71 ms [2022-04-12 03:53:58 main:574] : INFO : Epoch 1610 | loss: 0.0311699 | val_loss: 0.0311788 | Time: 2217.51 ms [2022-04-12 03:54:01 main:574] : INFO : Epoch 1611 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2178.92 ms [2022-04-12 03:54:03 main:574] : INFO : Epoch 1612 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 2227.9 ms [2022-04-12 03:54:05 main:574] : INFO : Epoch 1613 | loss: 0.0311692 | val_loss: 0.0311788 | Time: 2192.16 ms [2022-04-12 03:54:07 main:574] : INFO : Epoch 1614 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 2221.27 ms [2022-04-12 03:54:10 main:574] : INFO : Epoch 1615 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 2424.59 ms [2022-04-12 03:54:12 main:574] : INFO : Epoch 1616 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 2271.32 ms [2022-04-12 03:54:14 main:574] : INFO : Epoch 1617 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 2226.13 ms [2022-04-12 03:54:16 main:574] : INFO : Epoch 1618 | loss: 0.0311673 | val_loss: 0.0311794 | Time: 2222.01 ms [2022-04-12 03:54:19 main:574] : INFO : Epoch 1619 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 2144.31 ms [2022-04-12 03:54:21 main:574] : INFO : Epoch 1620 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 2226.27 ms [2022-04-12 03:54:23 main:574] : INFO : Epoch 1621 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 2163.09 ms [2022-04-12 03:54:25 main:574] : INFO : Epoch 1622 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 2241.61 ms [2022-04-12 03:54:27 main:574] : INFO : Epoch 1623 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 2226.43 ms [2022-04-12 03:54:30 main:574] : INFO : Epoch 1624 | loss: 0.031168 | val_loss: 0.0311794 | Time: 2204.91 ms [2022-04-12 03:54:32 main:574] : INFO : Epoch 1625 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 2164.87 ms [2022-04-12 03:54:34 main:574] : INFO : Epoch 1626 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 2252.89 ms [2022-04-12 03:54:36 main:574] : INFO : Epoch 1627 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 2324.13 ms [2022-04-12 03:54:39 main:574] : INFO : Epoch 1628 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 2421.92 ms [2022-04-12 03:54:41 main:574] : INFO : Epoch 1629 | loss: 0.0311682 | val_loss: 0.0311797 | Time: 2349.15 ms [2022-04-12 03:54:43 main:574] : INFO : Epoch 1630 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 2217.74 ms [2022-04-12 03:54:46 main:574] : INFO : Epoch 1631 | loss: 0.0311676 | val_loss: 0.031176 | Time: 2221.27 ms [2022-04-12 03:54:48 main:574] : INFO : Epoch 1632 | loss: 0.0311672 | val_loss: 0.031176 | Time: 2277.41 ms [2022-04-12 03:54:50 main:574] : INFO : Epoch 1633 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 2192.88 ms [2022-04-12 03:54:52 main:574] : INFO : Epoch 1634 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 2260.54 ms [2022-04-12 03:54:55 main:574] : INFO : Epoch 1635 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 2220.46 ms [2022-04-12 03:54:57 main:574] : INFO : Epoch 1636 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 2372.46 ms [2022-04-12 03:54:59 main:574] : INFO : Epoch 1637 | loss: 0.0311705 | val_loss: 0.0311753 | Time: 2401.59 ms [2022-04-12 03:55:02 main:574] : INFO : Epoch 1638 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 2275.6 ms [2022-04-12 03:55:04 main:574] : INFO : Epoch 1639 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 2235.75 ms [2022-04-12 03:55:06 main:574] : INFO : Epoch 1640 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 2222.92 ms [2022-04-12 03:55:08 main:574] : INFO : Epoch 1641 | loss: 0.031169 | val_loss: 0.0311754 | Time: 2216.37 ms [2022-04-12 03:55:11 main:574] : INFO : Epoch 1642 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 2248.62 ms [2022-04-12 03:55:13 main:574] : INFO : Epoch 1643 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 2199.96 ms [2022-04-12 03:55:15 main:574] : INFO : Epoch 1644 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 2170.27 ms [2022-04-12 03:55:17 main:574] : INFO : Epoch 1645 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 2200.52 ms [2022-04-12 03:55:19 main:574] : INFO : Epoch 1646 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 2235.31 ms [2022-04-12 03:55:22 main:574] : INFO : Epoch 1647 | loss: 0.031167 | val_loss: 0.0311745 | Time: 2217.83 ms [2022-04-12 03:55:24 main:574] : INFO : Epoch 1648 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 2189.62 ms [2022-04-12 03:55:26 main:574] : INFO : Epoch 1649 | loss: 0.0311675 | val_loss: 0.0311796 | Time: 2259.39 ms [2022-04-12 03:55:28 main:574] : INFO : Epoch 1650 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 2164.56 ms [2022-04-12 03:55:30 main:574] : INFO : Epoch 1651 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 2223.16 ms [2022-04-12 03:55:33 main:574] : INFO : Epoch 1652 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 2167.71 ms [2022-04-12 03:55:35 main:574] : INFO : Epoch 1653 | loss: 0.0311677 | val_loss: 0.031179 | Time: 2178.18 ms [2022-04-12 03:55:37 main:574] : INFO : Epoch 1654 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 2189.31 ms [2022-04-12 03:55:39 main:574] : INFO : Epoch 1655 | loss: 0.031168 | val_loss: 0.0311793 | Time: 2219.15 ms [2022-04-12 03:55:41 main:574] : INFO : Epoch 1656 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 2165.64 ms [2022-04-12 03:55:44 main:574] : INFO : Epoch 1657 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 2157.89 ms [2022-04-12 03:55:46 main:574] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 2106.31 ms [2022-04-12 03:55:48 main:574] : INFO : Epoch 1659 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 2105.97 ms [2022-04-12 03:55:50 main:574] : INFO : Epoch 1660 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 2159.54 ms [2022-04-12 03:55:52 main:574] : INFO : Epoch 1661 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 2247.12 ms [2022-04-12 03:55:54 main:574] : INFO : Epoch 1662 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 2129.13 ms [2022-04-12 03:55:57 main:574] : INFO : Epoch 1663 | loss: 0.0311659 | val_loss: 0.031178 | Time: 2219.05 ms [2022-04-12 03:55:59 main:574] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311783 | Time: 2232.04 ms [2022-04-12 03:56:01 main:574] : INFO : Epoch 1665 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 2262.93 ms [2022-04-12 03:56:04 main:574] : INFO : Epoch 1666 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 2492.27 ms [2022-04-12 03:56:06 main:574] : INFO : Epoch 1667 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 2410.95 ms [2022-04-12 03:56:08 main:574] : INFO : Epoch 1668 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 2203.4 ms [2022-04-12 03:56:10 main:574] : INFO : Epoch 1669 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 2236.57 ms [2022-04-12 03:56:13 main:574] : INFO : Epoch 1670 | loss: 0.0311679 | val_loss: 0.0311914 | Time: 2191.56 ms [2022-04-12 03:56:15 main:574] : INFO : Epoch 1671 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2235.15 ms [2022-04-12 03:56:17 main:574] : INFO : Epoch 1672 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2162.77 ms [2022-04-12 03:56:19 main:574] : INFO : Epoch 1673 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 2218.66 ms [2022-04-12 03:56:22 main:574] : INFO : Epoch 1674 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2238.68 ms [2022-04-12 03:56:24 main:574] : INFO : Epoch 1675 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 2194.19 ms [2022-04-12 03:56:26 main:574] : INFO : Epoch 1676 | loss: 0.031165 | val_loss: 0.0311777 | Time: 2207.52 ms [2022-04-12 03:56:28 main:574] : INFO : Epoch 1677 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 2160.09 ms [2022-04-12 03:56:30 main:574] : INFO : Epoch 1678 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 2225.77 ms [2022-04-12 03:56:33 main:574] : INFO : Epoch 1679 | loss: 0.0311648 | val_loss: 0.0311807 | Time: 2183.51 ms [2022-04-12 03:56:35 main:574] : INFO : Epoch 1680 | loss: 0.0311661 | val_loss: 0.0311762 | Time: 2218.99 ms [2022-04-12 03:56:37 main:574] : INFO : Epoch 1681 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 2240.48 ms [2022-04-12 03:56:39 main:574] : INFO : Epoch 1682 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 2206.86 ms [2022-04-12 03:56:41 main:574] : INFO : Epoch 1683 | loss: 0.0311656 | val_loss: 0.031176 | Time: 2204.51 ms [2022-04-12 03:56:44 main:574] : INFO : Epoch 1684 | loss: 0.031165 | val_loss: 0.0311808 | Time: 2235.2 ms [2022-04-12 03:56:46 main:574] : INFO : Epoch 1685 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 2228.88 ms [2022-04-12 03:56:48 main:574] : INFO : Epoch 1686 | loss: 0.0311643 | val_loss: 0.0311781 | Time: 2181.47 ms [2022-04-12 03:56:50 main:574] : INFO : Epoch 1687 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 2242.08 ms [2022-04-12 03:56:52 main:574] : INFO : Epoch 1688 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 2155.67 ms [2022-04-12 03:56:55 main:574] : INFO : Epoch 1689 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 2166.51 ms [2022-04-12 03:56:57 main:574] : INFO : Epoch 1690 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 2242.46 ms [2022-04-12 03:56:59 main:574] : INFO : Epoch 1691 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 2235.59 ms [2022-04-12 03:57:01 main:574] : INFO : Epoch 1692 | loss: 0.0311639 | val_loss: 0.0311806 | Time: 2197.51 ms [2022-04-12 03:57:04 main:574] : INFO : Epoch 1693 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 2203.41 ms [2022-04-12 03:57:06 main:574] : INFO : Epoch 1694 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 2235.14 ms [2022-04-12 03:57:08 main:574] : INFO : Epoch 1695 | loss: 0.0311647 | val_loss: 0.0311779 | Time: 2436.8 ms [2022-04-12 03:57:11 main:574] : INFO : Epoch 1696 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 2519.29 ms [2022-04-12 03:57:13 main:574] : INFO : Epoch 1697 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 2303.67 ms [2022-04-12 03:57:15 main:574] : INFO : Epoch 1698 | loss: 0.0311665 | val_loss: 0.031173 | Time: 2231.06 ms [2022-04-12 03:57:17 main:574] : INFO : Epoch 1699 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 2183.54 ms [2022-04-12 03:57:20 main:574] : INFO : Epoch 1700 | loss: 0.031164 | val_loss: 0.0311776 | Time: 2193.77 ms [2022-04-12 03:57:22 main:574] : INFO : Epoch 1701 | loss: 0.031164 | val_loss: 0.0311776 | Time: 2209.12 ms [2022-04-12 03:57:24 main:574] : INFO : Epoch 1702 | loss: 0.0311647 | val_loss: 0.0311806 | Time: 2197.79 ms [2022-04-12 03:57:26 main:574] : INFO : Epoch 1703 | loss: 0.0311663 | val_loss: 0.0311762 | Time: 2204.33 ms [2022-04-12 03:57:28 main:574] : INFO : Epoch 1704 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 2147.76 ms [2022-04-12 03:57:31 main:574] : INFO : Epoch 1705 | loss: 0.0311634 | val_loss: 0.031178 | Time: 2134.5 ms [2022-04-12 03:57:33 main:574] : INFO : Epoch 1706 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 2154.57 ms [2022-04-12 03:57:35 main:574] : INFO : Epoch 1707 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 2249.11 ms [2022-04-12 03:57:37 main:574] : INFO : Epoch 1708 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 2213.47 ms [2022-04-12 03:57:39 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 2237.42 ms [2022-04-12 03:57:42 main:574] : INFO : Epoch 1710 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 2198.33 ms [2022-04-12 03:57:44 main:574] : INFO : Epoch 1711 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 2194.86 ms [2022-04-12 03:57:46 main:574] : INFO : Epoch 1712 | loss: 0.031167 | val_loss: 0.031176 | Time: 2097.41 ms [2022-04-12 03:57:48 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 2213.09 ms [2022-04-12 03:57:50 main:574] : INFO : Epoch 1714 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 2226.72 ms [2022-04-12 03:57:53 main:574] : INFO : Epoch 1715 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 2247.48 ms [2022-04-12 03:57:55 main:574] : INFO : Epoch 1716 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 2180.6 ms [2022-04-12 03:57:57 main:574] : INFO : Epoch 1717 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 2166.88 ms [2022-04-12 03:57:59 main:574] : INFO : Epoch 1718 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 2200.8 ms [2022-04-12 03:58:01 main:574] : INFO : Epoch 1719 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 2237.31 ms [2022-04-12 03:58:04 main:574] : INFO : Epoch 1720 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 2147.24 ms [2022-04-12 03:58:06 main:574] : INFO : Epoch 1721 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 2105.67 ms [2022-04-12 03:58:08 main:574] : INFO : Epoch 1722 | loss: 0.031163 | val_loss: 0.0311743 | Time: 2151.57 ms [2022-04-12 03:58:10 main:574] : INFO : Epoch 1723 | loss: 0.0311655 | val_loss: 0.0311777 | Time: 2203.73 ms [2022-04-12 03:58:12 main:574] : INFO : Epoch 1724 | loss: 0.0311643 | val_loss: 0.0311756 | Time: 2270.37 ms [2022-04-12 03:58:15 main:574] : INFO : Epoch 1725 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 2527.63 ms [2022-04-12 03:58:17 main:574] : INFO : Epoch 1726 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 2395.03 ms [2022-04-12 03:58:19 main:574] : INFO : Epoch 1727 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 2230.76 ms [2022-04-12 03:58:22 main:574] : INFO : Epoch 1728 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 2201.14 ms [2022-04-12 03:58:24 main:574] : INFO : Epoch 1729 | loss: 0.0311618 | val_loss: 0.031179 | Time: 2199.19 ms [2022-04-12 03:58:26 main:574] : INFO : Epoch 1730 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 2194.56 ms [2022-04-12 03:58:28 main:574] : INFO : Epoch 1731 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 2177.99 ms [2022-04-12 03:58:30 main:574] : INFO : Epoch 1732 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 2191.23 ms [2022-04-12 03:58:33 main:574] : INFO : Epoch 1733 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 2170.13 ms [2022-04-12 03:58:35 main:574] : INFO : Epoch 1734 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 2230.11 ms [2022-04-12 03:58:37 main:574] : INFO : Epoch 1735 | loss: 0.0311602 | val_loss: 0.031174 | Time: 2304.98 ms [2022-04-12 03:58:39 main:574] : INFO : Epoch 1736 | loss: 0.0311642 | val_loss: 0.031175 | Time: 2240.27 ms [2022-04-12 03:58:42 main:574] : INFO : Epoch 1737 | loss: 0.031163 | val_loss: 0.0311748 | Time: 2242.93 ms [2022-04-12 03:58:44 main:574] : INFO : Epoch 1738 | loss: 0.031163 | val_loss: 0.0311743 | Time: 2219.7 ms [2022-04-12 03:58:46 main:574] : INFO : Epoch 1739 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 2241.69 ms [2022-04-12 03:58:48 main:574] : INFO : Epoch 1740 | loss: 0.0311626 | val_loss: 0.0311743 | Time: 2176.01 ms [2022-04-12 03:58:51 main:574] : INFO : Epoch 1741 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 2221.73 ms [2022-04-12 03:58:53 main:574] : INFO : Epoch 1742 | loss: 0.0311638 | val_loss: 0.031174 | Time: 2214.86 ms [2022-04-12 03:58:55 main:574] : INFO : Epoch 1743 | loss: 0.0311625 | val_loss: 0.031175 | Time: 2239.44 ms [2022-04-12 03:58:57 main:574] : INFO : Epoch 1744 | loss: 0.0311627 | val_loss: 0.0311762 | Time: 2250.39 ms [2022-04-12 03:58:59 main:574] : INFO : Epoch 1745 | loss: 0.0311632 | val_loss: 0.031176 | Time: 2194.72 ms [2022-04-12 03:59:02 main:574] : INFO : Epoch 1746 | loss: 0.0311609 | val_loss: 0.0311767 | Time: 2204.81 ms [2022-04-12 03:59:04 main:574] : INFO : Epoch 1747 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 2242.81 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 SUPER) [2022-04-12 04:15:17 main:435] : INFO : Set logging level to 1 [2022-04-12 04:15:17 main:441] : INFO : Running in BOINC Client mode [2022-04-12 04:15:17 main:444] : INFO : Resolving all filenames [2022-04-12 04:15:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-12 04:15:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-12 04:15:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-12 04:15:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-12 04:15:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-12 04:15:17 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-12 04:15:17 main:474] : INFO : Configuration: [2022-04-12 04:15:17 main:475] : INFO : Model type: GRU [2022-04-12 04:15:17 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-12 04:15:17 main:477] : INFO : Max Epochs: 2048 [2022-04-12 04:15:17 main:478] : INFO : Batch Size: 128 [2022-04-12 04:15:17 main:479] : INFO : Learning Rate: 0.01 [2022-04-12 04:15:17 main:480] : INFO : Patience: 10 [2022-04-12 04:15:17 main:481] : INFO : Hidden Width: 12 [2022-04-12 04:15:17 main:482] : INFO : # Recurrent Layers: 4 [2022-04-12 04:15:17 main:483] : INFO : # Backend Layers: 4 [2022-04-12 04:15:17 main:484] : INFO : # Threads: 1 [2022-04-12 04:15:17 main:486] : INFO : Preparing Dataset [2022-04-12 04:15:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-12 04:15:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-12 04:15:21 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-12 04:15:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-12 04:15:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-12 04:15:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-12 04:15:21 main:494] : INFO : Creating Model [2022-04-12 04:15:21 main:507] : INFO : Preparing config file [2022-04-12 04:15:21 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-12 04:15:21 main:512] : INFO : Loading config [2022-04-12 04:15:21 main:514] : INFO : Loading state [2022-04-12 04:15:24 main:559] : INFO : Loading DataLoader into Memory [2022-04-12 04:15:24 main:562] : INFO : Starting Training [2022-04-12 04:15:27 main:574] : INFO : Epoch 1746 | loss: 0.0312053 | val_loss: 0.0311802 | Time: 3373.83 ms [2022-04-12 04:15:29 main:574] : INFO : Epoch 1747 | loss: 0.031174 | val_loss: 0.0311852 | Time: 2280.84 ms [2022-04-12 04:15:32 main:574] : INFO : Epoch 1748 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 2381.52 ms [2022-04-12 04:15:34 main:574] : INFO : Epoch 1749 | loss: 0.0311684 | val_loss: 0.0311809 | Time: 2321.9 ms [2022-04-12 04:15:36 main:574] : INFO : Epoch 1750 | loss: 0.0311686 | val_loss: 0.0311772 | Time: 2227.5 ms [2022-04-12 04:15:39 main:574] : INFO : Epoch 1751 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2283.67 ms [2022-04-12 04:15:41 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 2273.32 ms [2022-04-12 04:15:43 main:574] : INFO : Epoch 1753 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 2156.15 ms [2022-04-12 04:15:45 main:574] : INFO : Epoch 1754 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 2272.4 ms [2022-04-12 04:15:48 main:574] : INFO : Epoch 1755 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 2171.37 ms [2022-04-12 04:15:50 main:574] : INFO : Epoch 1756 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 2511.5 ms [2022-04-12 04:15:53 main:574] : INFO : Epoch 1757 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 2523.2 ms [2022-04-12 04:15:55 main:574] : INFO : Epoch 1758 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 2195.83 ms [2022-04-12 04:15:57 main:574] : INFO : Epoch 1759 | loss: 0.0311603 | val_loss: 0.031169 | Time: 2258.9 ms [2022-04-12 04:15:59 main:574] : INFO : Epoch 1760 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 2238.07 ms [2022-04-12 04:16:02 main:574] : INFO : Epoch 1761 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 2277.8 ms [2022-04-12 04:16:04 main:574] : INFO : Epoch 1762 | loss: 0.0311681 | val_loss: 0.0311736 | Time: 2292.09 ms [2022-04-12 04:16:06 main:574] : INFO : Epoch 1763 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 2257.99 ms [2022-04-12 04:16:08 main:574] : INFO : Epoch 1764 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 2255.14 ms [2022-04-12 04:16:11 main:574] : INFO : Epoch 1765 | loss: 0.0311635 | val_loss: 0.031174 | Time: 2264.24 ms [2022-04-12 04:16:13 main:574] : INFO : Epoch 1766 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 2359.55 ms [2022-04-12 04:16:15 main:574] : INFO : Epoch 1767 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 2261.12 ms [2022-04-12 04:16:17 main:574] : INFO : Epoch 1768 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 2170.78 ms [2022-04-12 04:16:20 main:574] : INFO : Epoch 1769 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 2327.08 ms [2022-04-12 04:16:22 main:574] : INFO : Epoch 1770 | loss: 0.0311644 | val_loss: 0.031171 | Time: 2314.13 ms [2022-04-12 04:16:24 main:574] : INFO : Epoch 1771 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 2311.79 ms [2022-04-12 04:16:27 main:574] : INFO : Epoch 1772 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 2248 ms [2022-04-12 04:16:29 main:574] : INFO : Epoch 1773 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 2238.67 ms [2022-04-12 04:16:31 main:574] : INFO : Epoch 1774 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 2283.27 ms [2022-04-12 04:16:33 main:574] : INFO : Epoch 1775 | loss: 0.0311618 | val_loss: 0.031169 | Time: 2231.86 ms [2022-04-12 04:16:36 main:574] : INFO : Epoch 1776 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 2178.61 ms [2022-04-12 04:16:38 main:574] : INFO : Epoch 1777 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2291.41 ms [2022-04-12 04:16:40 main:574] : INFO : Epoch 1778 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 2336.54 ms [2022-04-12 04:16:43 main:574] : INFO : Epoch 1779 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 2244.54 ms [2022-04-12 04:16:45 main:574] : INFO : Epoch 1780 | loss: 0.031161 | val_loss: 0.0311672 | Time: 2308.53 ms [2022-04-12 04:16:47 main:574] : INFO : Epoch 1781 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 2323.17 ms [2022-04-12 04:16:49 main:574] : INFO : Epoch 1782 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 2338.11 ms [2022-04-12 04:16:52 main:574] : INFO : Epoch 1783 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 2401.07 ms [2022-04-12 04:16:54 main:574] : INFO : Epoch 1784 | loss: 0.0311647 | val_loss: 0.03117 | Time: 2474.89 ms [2022-04-12 04:16:57 main:574] : INFO : Epoch 1785 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 2530.18 ms [2022-04-12 04:16:59 main:574] : INFO : Epoch 1786 | loss: 0.0311648 | val_loss: 0.0311728 | Time: 2550.9 ms [2022-04-12 04:17:02 main:574] : INFO : Epoch 1787 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 2331.34 ms [2022-04-12 04:17:04 main:574] : INFO : Epoch 1788 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 2279.26 ms [2022-04-12 04:17:06 main:574] : INFO : Epoch 1789 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 2345.85 ms [2022-04-12 04:17:09 main:574] : INFO : Epoch 1790 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 2324.16 ms [2022-04-12 04:17:11 main:574] : INFO : Epoch 1791 | loss: 0.0311627 | val_loss: 0.0311709 | Time: 2408.56 ms [2022-04-12 04:17:13 main:574] : INFO : Epoch 1792 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 2290.13 ms [2022-04-12 04:17:16 main:574] : INFO : Epoch 1793 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 2297.05 ms [2022-04-12 04:17:18 main:574] : INFO : Epoch 1794 | loss: 0.0311603 | val_loss: 0.0311649 | Time: 2314.78 ms [2022-04-12 04:17:20 main:574] : INFO : Epoch 1795 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 2201.81 ms [2022-04-12 04:17:23 main:574] : INFO : Epoch 1796 | loss: 0.0311579 | val_loss: 0.0311671 | Time: 2326.29 ms [2022-04-12 04:17:25 main:574] : INFO : Epoch 1797 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 2237.29 ms [2022-04-12 04:17:27 main:574] : INFO : Epoch 1798 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2263.94 ms [2022-04-12 04:17:29 main:574] : INFO : Epoch 1799 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 2259.22 ms [2022-04-12 04:17:32 main:574] : INFO : Epoch 1800 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 2250.21 ms [2022-04-12 04:17:34 main:574] : INFO : Epoch 1801 | loss: 0.0311612 | val_loss: 0.031168 | Time: 2188.44 ms [2022-04-12 04:17:36 main:574] : INFO : Epoch 1802 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 2296.12 ms [2022-04-12 04:17:38 main:574] : INFO : Epoch 1803 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 2192.66 ms [2022-04-12 04:17:41 main:574] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311684 | Time: 2209.55 ms [2022-04-12 04:17:43 main:574] : INFO : Epoch 1805 | loss: 0.0311602 | val_loss: 0.0311678 | Time: 2250.19 ms [2022-04-12 04:17:45 main:574] : INFO : Epoch 1806 | loss: 0.0311605 | val_loss: 0.031168 | Time: 2291.28 ms [2022-04-12 04:17:47 main:574] : INFO : Epoch 1807 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 2115.21 ms [2022-04-12 04:17:50 main:574] : INFO : Epoch 1808 | loss: 0.0311619 | val_loss: 0.0311659 | Time: 2289.48 ms [2022-04-12 04:17:52 main:574] : INFO : Epoch 1809 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 2279.38 ms [2022-04-12 04:17:54 main:574] : INFO : Epoch 1810 | loss: 0.0311595 | val_loss: 0.0311667 | Time: 2254.76 ms [2022-04-12 04:17:56 main:574] : INFO : Epoch 1811 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 2273.55 ms [2022-04-12 04:17:59 main:574] : INFO : Epoch 1812 | loss: 0.0311587 | val_loss: 0.0311695 | Time: 2208.45 ms [2022-04-12 04:18:01 main:574] : INFO : Epoch 1813 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 2409.62 ms [2022-04-12 04:18:04 main:574] : INFO : Epoch 1814 | loss: 0.031159 | val_loss: 0.031167 | Time: 2569.09 ms [2022-04-12 04:18:06 main:574] : INFO : Epoch 1815 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 2356.54 ms [2022-04-12 04:18:08 main:574] : INFO : Epoch 1816 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 2213.23 ms [2022-04-12 04:18:10 main:574] : INFO : Epoch 1817 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 2132.83 ms [2022-04-12 04:18:13 main:574] : INFO : Epoch 1818 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 2279.53 ms [2022-04-12 04:18:15 main:574] : INFO : Epoch 1819 | loss: 0.031156 | val_loss: 0.0311677 | Time: 2270.51 ms [2022-04-12 04:18:17 main:574] : INFO : Epoch 1820 | loss: 0.0311565 | val_loss: 0.0311653 | Time: 2213.51 ms [2022-04-12 04:18:19 main:574] : INFO : Epoch 1821 | loss: 0.031156 | val_loss: 0.0311637 | Time: 2203.37 ms [2022-04-12 04:18:21 main:574] : INFO : Epoch 1822 | loss: 0.0311564 | val_loss: 0.0311694 | Time: 2244.96 ms [2022-04-12 04:18:24 main:574] : INFO : Epoch 1823 | loss: 0.03116 | val_loss: 0.0311755 | Time: 2205.92 ms [2022-04-12 04:18:26 main:574] : INFO : Epoch 1824 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2125.51 ms [2022-04-12 04:18:28 main:574] : INFO : Epoch 1825 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 2175.64 ms [2022-04-12 04:18:30 main:574] : INFO : Epoch 1826 | loss: 0.0311576 | val_loss: 0.0311746 | Time: 2289.72 ms [2022-04-12 04:18:33 main:574] : INFO : Epoch 1827 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 2265.72 ms [2022-04-12 04:18:35 main:574] : INFO : Epoch 1828 | loss: 0.031156 | val_loss: 0.0311686 | Time: 2314.85 ms [2022-04-12 04:18:37 main:574] : INFO : Epoch 1829 | loss: 0.031158 | val_loss: 0.0311701 | Time: 2284.32 ms [2022-04-12 04:18:39 main:574] : INFO : Epoch 1830 | loss: 0.0311574 | val_loss: 0.0311669 | Time: 2253.04 ms [2022-04-12 04:18:42 main:574] : INFO : Epoch 1831 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 2324.47 ms [2022-04-12 04:18:44 main:574] : INFO : Epoch 1832 | loss: 0.0311555 | val_loss: 0.0311648 | Time: 2371.39 ms [2022-04-12 04:18:46 main:574] : INFO : Epoch 1833 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 2302.46 ms [2022-04-12 04:18:49 main:574] : INFO : Epoch 1834 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 2292 ms [2022-04-12 04:18:51 main:574] : INFO : Epoch 1835 | loss: 0.0311552 | val_loss: 0.031164 | Time: 2271.02 ms [2022-04-12 04:18:53 main:574] : INFO : Epoch 1836 | loss: 0.0311554 | val_loss: 0.031165 | Time: 2363.27 ms [2022-04-12 04:18:56 main:574] : INFO : Epoch 1837 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 2264.39 ms [2022-04-12 04:18:58 main:574] : INFO : Epoch 1838 | loss: 0.0311548 | val_loss: 0.0311646 | Time: 2257.11 ms [2022-04-12 04:19:00 main:574] : INFO : Epoch 1839 | loss: 0.0311542 | val_loss: 0.031166 | Time: 2278.89 ms [2022-04-12 04:19:02 main:574] : INFO : Epoch 1840 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 2280.33 ms [2022-04-12 04:19:05 main:574] : INFO : Epoch 1841 | loss: 0.031153 | val_loss: 0.0311655 | Time: 2303.31 ms [2022-04-12 04:19:07 main:574] : INFO : Epoch 1842 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 2592.1 ms [2022-04-12 04:19:10 main:574] : INFO : Epoch 1843 | loss: 0.0311551 | val_loss: 0.0311657 | Time: 2479.37 ms [2022-04-12 04:19:12 main:574] : INFO : Epoch 1844 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 2356.88 ms [2022-04-12 04:19:15 main:574] : INFO : Epoch 1845 | loss: 0.0311552 | val_loss: 0.031164 | Time: 2320.62 ms [2022-04-12 04:19:17 main:574] : INFO : Epoch 1846 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 2297.33 ms [2022-04-12 04:19:19 main:574] : INFO : Epoch 1847 | loss: 0.031155 | val_loss: 0.0311663 | Time: 2301.31 ms [2022-04-12 04:19:21 main:574] : INFO : Epoch 1848 | loss: 0.031154 | val_loss: 0.031165 | Time: 2192.05 ms [2022-04-12 04:19:24 main:574] : INFO : Epoch 1849 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 2256.48 ms [2022-04-12 04:19:26 main:574] : INFO : Epoch 1850 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 2312.1 ms [2022-04-12 04:19:28 main:574] : INFO : Epoch 1851 | loss: 0.0311534 | val_loss: 0.0311699 | Time: 2291.28 ms [2022-04-12 04:19:31 main:574] : INFO : Epoch 1852 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 2298.86 ms [2022-04-12 04:19:33 main:574] : INFO : Epoch 1853 | loss: 0.0311534 | val_loss: 0.0311681 | Time: 2293.75 ms [2022-04-12 04:19:35 main:574] : INFO : Epoch 1854 | loss: 0.0311532 | val_loss: 0.0311677 | Time: 2299.16 ms [2022-04-12 04:19:37 main:574] : INFO : Epoch 1855 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 2195.79 ms [2022-04-12 04:19:40 main:574] : INFO : Epoch 1856 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 2333.09 ms [2022-04-12 04:19:42 main:574] : INFO : Epoch 1857 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 2296.77 ms [2022-04-12 04:19:44 main:574] : INFO : Epoch 1858 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 2240.08 ms [2022-04-12 04:19:46 main:574] : INFO : Epoch 1859 | loss: 0.0311524 | val_loss: 0.0311655 | Time: 2235.92 ms [2022-04-12 04:19:49 main:574] : INFO : Epoch 1860 | loss: 0.0311522 | val_loss: 0.0311668 | Time: 2189.9 ms [2022-04-12 04:19:51 main:574] : INFO : Epoch 1861 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 2311.76 ms [2022-04-12 04:19:53 main:574] : INFO : Epoch 1862 | loss: 0.0311549 | val_loss: 0.0311652 | Time: 2306.96 ms [2022-04-12 04:19:56 main:574] : INFO : Epoch 1863 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 2302.42 ms [2022-04-12 04:19:58 main:574] : INFO : Epoch 1864 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 2223.33 ms [2022-04-12 04:20:00 main:574] : INFO : Epoch 1865 | loss: 0.0311516 | val_loss: 0.0311657 | Time: 2256.74 ms [2022-04-12 04:20:02 main:574] : INFO : Epoch 1866 | loss: 0.0311513 | val_loss: 0.0311649 | Time: 2294.56 ms [2022-04-12 04:20:05 main:574] : INFO : Epoch 1867 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 2298.36 ms [2022-04-12 04:20:07 main:574] : INFO : Epoch 1868 | loss: 0.0311511 | val_loss: 0.0311639 | Time: 2343.3 ms [2022-04-12 04:20:09 main:574] : INFO : Epoch 1869 | loss: 0.0311487 | val_loss: 0.0311644 | Time: 2292.19 ms [2022-04-12 04:20:12 main:574] : INFO : Epoch 1870 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 2326.08 ms [2022-04-12 04:20:14 main:574] : INFO : Epoch 1871 | loss: 0.0311485 | val_loss: 0.0311654 | Time: 2574.13 ms [2022-04-12 04:20:17 main:574] : INFO : Epoch 1872 | loss: 0.0311504 | val_loss: 0.0311682 | Time: 2361.48 ms [2022-04-12 04:20:19 main:574] : INFO : Epoch 1873 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 2327.92 ms [2022-04-12 04:20:21 main:574] : INFO : Epoch 1874 | loss: 0.031153 | val_loss: 0.0311654 | Time: 2258.19 ms [2022-04-12 04:20:23 main:574] : INFO : Epoch 1875 | loss: 0.0311509 | val_loss: 0.031165 | Time: 2246.22 ms [2022-04-12 04:20:26 main:574] : INFO : Epoch 1876 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 2224.48 ms [2022-04-12 04:20:28 main:574] : INFO : Epoch 1877 | loss: 0.0311578 | val_loss: 0.03117 | Time: 2336.72 ms [2022-04-12 04:20:30 main:574] : INFO : Epoch 1878 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2324.84 ms [2022-04-12 04:20:32 main:574] : INFO : Epoch 1879 | loss: 0.0311577 | val_loss: 0.031168 | Time: 2107.44 ms [2022-04-12 04:20:35 main:574] : INFO : Epoch 1880 | loss: 0.0311581 | val_loss: 0.031172 | Time: 2105.31 ms [2022-04-12 04:20:37 main:574] : INFO : Epoch 1881 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 2058.77 ms [2022-04-12 04:20:39 main:574] : INFO : Epoch 1882 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 2011.24 ms [2022-04-12 04:20:41 main:574] : INFO : Epoch 1883 | loss: 0.0311638 | val_loss: 0.0311682 | Time: 2106.77 ms [2022-04-12 04:20:43 main:574] : INFO : Epoch 1884 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 2084.03 ms [2022-04-12 04:20:45 main:574] : INFO : Epoch 1885 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 2403.95 ms [2022-04-12 04:20:47 main:574] : INFO : Epoch 1886 | loss: 0.0311561 | val_loss: 0.0311675 | Time: 2167.81 ms [2022-04-12 04:20:49 main:574] : INFO : Epoch 1887 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 2036.21 ms [2022-04-12 04:20:52 main:574] : INFO : Epoch 1888 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 2231.83 ms [2022-04-12 04:20:54 main:574] : INFO : Epoch 1889 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 2344.41 ms [2022-04-12 04:20:56 main:574] : INFO : Epoch 1890 | loss: 0.0311529 | val_loss: 0.031168 | Time: 2196.67 ms [2022-04-12 04:20:58 main:574] : INFO : Epoch 1891 | loss: 0.0311527 | val_loss: 0.0311694 | Time: 2145.45 ms [2022-04-12 04:21:01 main:574] : INFO : Epoch 1892 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 2163.39 ms [2022-04-12 04:21:03 main:574] : INFO : Epoch 1893 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 2149.94 ms [2022-04-12 04:21:05 main:574] : INFO : Epoch 1894 | loss: 0.0311551 | val_loss: 0.0311678 | Time: 2017.88 ms [2022-04-12 04:21:07 main:574] : INFO : Epoch 1895 | loss: 0.0311523 | val_loss: 0.031171 | Time: 2080.46 ms [2022-04-12 04:21:09 main:574] : INFO : Epoch 1896 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2083.9 ms [2022-04-12 04:21:11 main:574] : INFO : Epoch 1897 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 2066.56 ms [2022-04-12 04:21:13 main:574] : INFO : Epoch 1898 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 2079.88 ms [2022-04-12 04:21:15 main:574] : INFO : Epoch 1899 | loss: 0.0311574 | val_loss: 0.031166 | Time: 2059.64 ms [2022-04-12 04:21:17 main:574] : INFO : Epoch 1900 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 1986.31 ms [2022-04-12 04:21:19 main:574] : INFO : Epoch 1901 | loss: 0.0311569 | val_loss: 0.0311676 | Time: 2210.18 ms [2022-04-12 04:21:22 main:574] : INFO : Epoch 1902 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 2261.7 ms [2022-04-12 04:21:24 main:574] : INFO : Epoch 1903 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 2339.74 ms [2022-04-12 04:21:26 main:574] : INFO : Epoch 1904 | loss: 0.0311569 | val_loss: 0.0311701 | Time: 2185 ms [2022-04-12 04:21:28 main:574] : INFO : Epoch 1905 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 2019.79 ms [2022-04-12 04:21:30 main:574] : INFO : Epoch 1906 | loss: 0.031157 | val_loss: 0.031167 | Time: 2081.38 ms [2022-04-12 04:21:32 main:574] : INFO : Epoch 1907 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 2158.5 ms [2022-04-12 04:21:34 main:574] : INFO : Epoch 1908 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 2122.2 ms [2022-04-12 04:21:37 main:574] : INFO : Epoch 1909 | loss: 0.0311588 | val_loss: 0.0311668 | Time: 2158.98 ms [2022-04-12 04:21:39 main:574] : INFO : Epoch 1910 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 2090.34 ms [2022-04-12 04:21:41 main:574] : INFO : Epoch 1911 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 2097.78 ms [2022-04-12 04:21:43 main:574] : INFO : Epoch 1912 | loss: 0.031159 | val_loss: 0.031172 | Time: 2103.85 ms [2022-04-12 04:21:45 main:574] : INFO : Epoch 1913 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 2180.22 ms [2022-04-12 04:21:47 main:574] : INFO : Epoch 1914 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 2090.43 ms [2022-04-12 04:21:49 main:574] : INFO : Epoch 1915 | loss: 0.031156 | val_loss: 0.0311698 | Time: 2110.59 ms [2022-04-12 04:21:52 main:574] : INFO : Epoch 1916 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 2620.03 ms [2022-04-12 04:21:55 main:574] : INFO : Epoch 1917 | loss: 0.0311558 | val_loss: 0.031167 | Time: 2667.68 ms [2022-04-12 04:21:58 main:574] : INFO : Epoch 1918 | loss: 0.0311537 | val_loss: 0.0311663 | Time: 2898.25 ms [2022-04-12 04:22:00 main:574] : INFO : Epoch 1919 | loss: 0.0311537 | val_loss: 0.0311677 | Time: 2482.23 ms [2022-04-12 04:22:02 main:574] : INFO : Epoch 1920 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 2456.86 ms [2022-04-12 04:22:05 main:574] : INFO : Epoch 1921 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 2435.85 ms [2022-04-12 04:22:08 main:574] : INFO : Epoch 1922 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 2571.87 ms [2022-04-12 04:22:10 main:574] : INFO : Epoch 1923 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 2373.6 ms [2022-04-12 04:22:12 main:574] : INFO : Epoch 1924 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 2311.92 ms [2022-04-12 04:22:15 main:574] : INFO : Epoch 1925 | loss: 0.0311651 | val_loss: 0.031178 | Time: 2346.81 ms [2022-04-12 04:22:17 main:574] : INFO : Epoch 1926 | loss: 0.0311679 | val_loss: 0.0311834 | Time: 2300.31 ms [2022-04-12 04:22:19 main:574] : INFO : Epoch 1927 | loss: 0.031168 | val_loss: 0.0311794 | Time: 2165.8 ms [2022-04-12 04:22:21 main:574] : INFO : Epoch 1928 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 2296.43 ms [2022-04-12 04:22:24 main:574] : INFO : Epoch 1929 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 2241.12 ms [2022-04-12 04:22:26 main:574] : INFO : Epoch 1930 | loss: 0.0311664 | val_loss: 0.0311772 | Time: 2566.15 ms [2022-04-12 04:22:29 main:574] : INFO : Epoch 1931 | loss: 0.031168 | val_loss: 0.031182 | Time: 2522.46 ms [2022-04-12 04:22:31 main:574] : INFO : Epoch 1932 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2355.48 ms [2022-04-12 04:22:33 main:574] : INFO : Epoch 1933 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 2265.6 ms [2022-04-12 04:22:36 main:574] : INFO : Epoch 1934 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 2312.61 ms [2022-04-12 04:22:38 main:574] : INFO : Epoch 1935 | loss: 0.0311703 | val_loss: 0.031172 | Time: 2263.76 ms [2022-04-12 04:22:40 main:574] : INFO : Epoch 1936 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 2310.21 ms [2022-04-12 04:22:43 main:574] : INFO : Epoch 1937 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 2354.93 ms [2022-04-12 04:22:45 main:574] : INFO : Epoch 1938 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 2347.27 ms [2022-04-12 04:22:47 main:574] : INFO : Epoch 1939 | loss: 0.031168 | val_loss: 0.0311694 | Time: 2254.67 ms [2022-04-12 04:22:49 main:574] : INFO : Epoch 1940 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 2246.93 ms [2022-04-12 04:22:52 main:574] : INFO : Epoch 1941 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 2442.45 ms [2022-04-12 04:22:54 main:574] : INFO : Epoch 1942 | loss: 0.031164 | val_loss: 0.0311708 | Time: 2353.7 ms [2022-04-12 04:22:57 main:574] : INFO : Epoch 1943 | loss: 0.0311634 | val_loss: 0.0311659 | Time: 2407.95 ms [2022-04-12 04:22:59 main:574] : INFO : Epoch 1944 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 2334.02 ms [2022-04-12 04:23:01 main:574] : INFO : Epoch 1945 | loss: 0.031164 | val_loss: 0.0311695 | Time: 2246.96 ms [2022-04-12 04:23:04 main:574] : INFO : Epoch 1946 | loss: 0.0311653 | val_loss: 0.0311701 | Time: 2332.71 ms [2022-04-12 04:23:06 main:574] : INFO : Epoch 1947 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 2289.07 ms [2022-04-12 04:23:08 main:574] : INFO : Epoch 1948 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 2329.85 ms [2022-04-12 04:23:10 main:574] : INFO : Epoch 1949 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 2290.28 ms [2022-04-12 04:23:13 main:574] : INFO : Epoch 1950 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 2269.62 ms [2022-04-12 04:23:15 main:574] : INFO : Epoch 1951 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 2225.48 ms [2022-04-12 04:23:17 main:574] : INFO : Epoch 1952 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 2410.43 ms [2022-04-12 04:23:20 main:574] : INFO : Epoch 1953 | loss: 0.0311637 | val_loss: 0.031169 | Time: 2374.89 ms [2022-04-12 04:23:22 main:574] : INFO : Epoch 1954 | loss: 0.0311629 | val_loss: 0.0311683 | Time: 2354.55 ms [2022-04-12 04:23:24 main:574] : INFO : Epoch 1955 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 2281.42 ms [2022-04-12 04:23:27 main:574] : INFO : Epoch 1956 | loss: 0.0311609 | val_loss: 0.03117 | Time: 2384.41 ms [2022-04-12 04:23:29 main:574] : INFO : Epoch 1957 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 2256.8 ms [2022-04-12 04:23:32 main:574] : INFO : Epoch 1958 | loss: 0.0311616 | val_loss: 0.0311667 | Time: 2523.4 ms [2022-04-12 04:23:34 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.0311642 | Time: 2559.02 ms [2022-04-12 04:23:36 main:574] : INFO : Epoch 1960 | loss: 0.031161 | val_loss: 0.0311649 | Time: 2310.18 ms [2022-04-12 04:23:39 main:574] : INFO : Epoch 1961 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 2276.85 ms [2022-04-12 04:23:41 main:574] : INFO : Epoch 1962 | loss: 0.0316671 | val_loss: 0.0370296 | Time: 2318.01 ms [2022-04-12 04:23:43 main:574] : INFO : Epoch 1963 | loss: 0.0322217 | val_loss: 0.0316705 | Time: 2252.2 ms [2022-04-12 04:23:46 main:574] : INFO : Epoch 1964 | loss: 0.0314536 | val_loss: 0.0312836 | Time: 2336.13 ms [2022-04-12 04:23:48 main:574] : INFO : Epoch 1965 | loss: 0.0312361 | val_loss: 0.0311912 | Time: 2301.1 ms [2022-04-12 04:23:50 main:574] : INFO : Epoch 1966 | loss: 0.0311903 | val_loss: 0.031181 | Time: 2308.42 ms [2022-04-12 04:23:53 main:574] : INFO : Epoch 1967 | loss: 0.0311817 | val_loss: 0.0311775 | Time: 2331.15 ms [2022-04-12 04:23:55 main:574] : INFO : Epoch 1968 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 2377.23 ms [2022-04-12 04:23:57 main:574] : INFO : Epoch 1969 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 2322.82 ms [2022-04-12 04:24:00 main:574] : INFO : Epoch 1970 | loss: 0.031174 | val_loss: 0.0311742 | Time: 2304.87 ms [2022-04-12 04:24:02 main:574] : INFO : Epoch 1971 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2314.03 ms [2022-04-12 04:24:04 main:574] : INFO : Epoch 1972 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 2234.77 ms [2022-04-12 04:24:07 main:574] : INFO : Epoch 1973 | loss: 0.0311752 | val_loss: 0.0311745 | Time: 2389.68 ms [2022-04-12 04:24:09 main:574] : INFO : Epoch 1974 | loss: 0.031172 | val_loss: 0.031176 | Time: 2300.46 ms [2022-04-12 04:24:11 main:574] : INFO : Epoch 1975 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 2216.05 ms [2022-04-12 04:24:13 main:574] : INFO : Epoch 1976 | loss: 0.0311702 | val_loss: 0.031173 | Time: 2248.28 ms [2022-04-12 04:24:16 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.031172 | Time: 2176.14 ms [2022-04-12 04:24:18 main:574] : INFO : Epoch 1978 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 2547.25 ms [2022-04-12 04:24:20 main:574] : INFO : Epoch 1979 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 2203.62 ms [2022-04-12 04:24:22 main:574] : INFO : Epoch 1980 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2185.79 ms [2022-04-12 04:24:25 main:574] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 2384.16 ms [2022-04-12 04:24:27 main:574] : INFO : Epoch 1982 | loss: 0.0311708 | val_loss: 0.0311722 | Time: 2352.54 ms [2022-04-12 04:24:30 main:574] : INFO : Epoch 1983 | loss: 0.031172 | val_loss: 0.0311691 | Time: 2297.27 ms [2022-04-12 04:24:32 main:574] : INFO : Epoch 1984 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 2305.92 ms [2022-04-12 04:24:34 main:574] : INFO : Epoch 1985 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 2276.35 ms [2022-04-12 04:24:37 main:574] : INFO : Epoch 1986 | loss: 0.0311714 | val_loss: 0.0311694 | Time: 2535.61 ms [2022-04-12 04:24:39 main:574] : INFO : Epoch 1987 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 2560.67 ms [2022-04-12 04:24:42 main:574] : INFO : Epoch 1988 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 2365.51 ms [2022-04-12 04:24:44 main:574] : INFO : Epoch 1989 | loss: 0.031169 | val_loss: 0.0311721 | Time: 2317.83 ms [2022-04-12 04:24:46 main:574] : INFO : Epoch 1990 | loss: 0.0311689 | val_loss: 0.0311709 | Time: 2428.44 ms [2022-04-12 04:24:49 main:574] : INFO : Epoch 1991 | loss: 0.031167 | val_loss: 0.0311719 | Time: 2348.94 ms [2022-04-12 04:24:51 main:574] : INFO : Epoch 1992 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 2361.96 ms [2022-04-12 04:24:53 main:574] : INFO : Epoch 1993 | loss: 0.031166 | val_loss: 0.0311691 | Time: 2339.37 ms [2022-04-12 04:24:56 main:574] : INFO : Epoch 1994 | loss: 0.0311649 | val_loss: 0.0311693 | Time: 2301.73 ms [2022-04-12 04:24:58 main:574] : INFO : Epoch 1995 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 2177.79 ms [2022-04-12 04:25:00 main:574] : INFO : Epoch 1996 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 2310.32 ms [2022-04-12 04:25:02 main:574] : INFO : Epoch 1997 | loss: 0.0311662 | val_loss: 0.0311692 | Time: 2276.47 ms [2022-04-12 04:25:05 main:574] : INFO : Epoch 1998 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 2282.91 ms [2022-04-12 04:25:07 main:574] : INFO : Epoch 1999 | loss: 0.0311701 | val_loss: 0.0311724 | Time: 2312.57 ms [2022-04-12 04:25:09 main:574] : INFO : Epoch 2000 | loss: 0.0311689 | val_loss: 0.0311685 | Time: 2412.7 ms [2022-04-12 04:25:12 main:574] : INFO : Epoch 2001 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 2396.63 ms [2022-04-12 04:25:14 main:574] : INFO : Epoch 2002 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 2369.87 ms [2022-04-12 04:25:17 main:574] : INFO : Epoch 2003 | loss: 0.031166 | val_loss: 0.0311731 | Time: 2391.16 ms [2022-04-12 04:25:19 main:574] : INFO : Epoch 2004 | loss: 0.0311666 | val_loss: 0.0311683 | Time: 2336.88 ms [2022-04-12 04:25:21 main:574] : INFO : Epoch 2005 | loss: 0.0311675 | val_loss: 0.0311746 | Time: 2283.81 ms [2022-04-12 04:25:24 main:574] : INFO : Epoch 2006 | loss: 0.0311671 | val_loss: 0.0311694 | Time: 2261.53 ms [2022-04-12 04:25:26 main:574] : INFO : Epoch 2007 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 2355.92 ms [2022-04-12 04:25:28 main:574] : INFO : Epoch 2008 | loss: 0.0311643 | val_loss: 0.03117 | Time: 2320.4 ms [2022-04-12 04:25:30 main:574] : INFO : Epoch 2009 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 2156.13 ms [2022-04-12 04:25:33 main:574] : INFO : Epoch 2010 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 2141.36 ms [2022-04-12 04:25:35 main:574] : INFO : Epoch 2011 | loss: 0.031166 | val_loss: 0.0311683 | Time: 2182.65 ms [2022-04-12 04:25:37 main:574] : INFO : Epoch 2012 | loss: 0.0311653 | val_loss: 0.031169 | Time: 2079.87 ms [2022-04-12 04:25:39 main:574] : INFO : Epoch 2013 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 2089.42 ms [2022-04-12 04:25:41 main:574] : INFO : Epoch 2014 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 2145.08 ms [2022-04-12 04:25:44 main:574] : INFO : Epoch 2015 | loss: 0.031174 | val_loss: 0.031173 | Time: 2434.26 ms [2022-04-12 04:25:46 main:574] : INFO : Epoch 2016 | loss: 0.0311728 | val_loss: 0.0311732 | Time: 2290.04 ms [2022-04-12 04:25:48 main:574] : INFO : Epoch 2017 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 2166.69 ms [2022-04-12 04:25:50 main:574] : INFO : Epoch 2018 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 2129.2 ms [2022-04-12 04:25:52 main:574] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.031178 | Time: 2174.11 ms [2022-04-12 04:25:54 main:574] : INFO : Epoch 2020 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 2167.02 ms [2022-04-12 04:25:57 main:574] : INFO : Epoch 2021 | loss: 0.0311723 | val_loss: 0.0311717 | Time: 2128.64 ms [2022-04-12 04:25:59 main:574] : INFO : Epoch 2022 | loss: 0.0311709 | val_loss: 0.0311689 | Time: 2110.67 ms [2022-04-12 04:26:01 main:574] : INFO : Epoch 2023 | loss: 0.0311718 | val_loss: 0.0311697 | Time: 2139.03 ms [2022-04-12 04:26:03 main:574] : INFO : Epoch 2024 | loss: 0.0311743 | val_loss: 0.0311689 | Time: 2160.07 ms [2022-04-12 04:26:05 main:574] : INFO : Epoch 2025 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2109.18 ms [2022-04-12 04:26:07 main:574] : INFO : Epoch 2026 | loss: 0.0311771 | val_loss: 0.0311698 | Time: 2200.3 ms [2022-04-12 04:26:10 main:574] : INFO : Epoch 2027 | loss: 0.031171 | val_loss: 0.0311748 | Time: 2335.43 ms [2022-04-12 04:26:12 main:574] : INFO : Epoch 2028 | loss: 0.0311741 | val_loss: 0.0311707 | Time: 2249.86 ms [2022-04-12 04:26:14 main:574] : INFO : Epoch 2029 | loss: 0.031172 | val_loss: 0.0311724 | Time: 2403.36 ms [2022-04-12 04:26:17 main:574] : INFO : Epoch 2030 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 2298.77 ms [2022-04-12 04:26:19 main:574] : INFO : Epoch 2031 | loss: 0.0311746 | val_loss: 0.0311746 | Time: 2309.71 ms [2022-04-12 04:26:21 main:574] : INFO : Epoch 2032 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 2300.01 ms [2022-04-12 04:26:24 main:574] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311723 | Time: 2304.22 ms [2022-04-12 04:26:26 main:574] : INFO : Epoch 2034 | loss: 0.0311701 | val_loss: 0.031178 | Time: 2356.32 ms [2022-04-12 04:26:28 main:574] : INFO : Epoch 2035 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 2275.36 ms [2022-04-12 04:26:30 main:574] : INFO : Epoch 2036 | loss: 0.0311701 | val_loss: 0.031175 | Time: 2259.97 ms [2022-04-12 04:26:33 main:574] : INFO : Epoch 2037 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 2266.02 ms [2022-04-12 04:26:35 main:574] : INFO : Epoch 2038 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 2293.43 ms [2022-04-12 04:26:37 main:574] : INFO : Epoch 2039 | loss: 0.0311686 | val_loss: 0.0311758 | Time: 2254.3 ms [2022-04-12 04:26:40 main:574] : INFO : Epoch 2040 | loss: 0.0311687 | val_loss: 0.0311707 | Time: 2229.19 ms [2022-04-12 04:26:42 main:574] : INFO : Epoch 2041 | loss: 0.0311722 | val_loss: 0.031178 | Time: 2218.93 ms [2022-04-12 04:26:44 main:574] : INFO : Epoch 2042 | loss: 0.031177 | val_loss: 0.0311777 | Time: 2268.5 ms [2022-04-12 04:26:46 main:574] : INFO : Epoch 2043 | loss: 0.031178 | val_loss: 0.0311772 | Time: 2146.41 ms [2022-04-12 04:26:49 main:574] : INFO : Epoch 2044 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 2543.62 ms [2022-04-12 04:26:51 main:574] : INFO : Epoch 2045 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 2477.77 ms [2022-04-12 04:26:53 main:574] : INFO : Epoch 2046 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 2177.96 ms [2022-04-12 04:26:56 main:574] : INFO : Epoch 2047 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 2244.54 ms [2022-04-12 04:26:58 main:574] : INFO : Epoch 2048 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 2217.69 ms [2022-04-12 04:26:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311727 [2022-04-12 04:26:58 main:603] : INFO : Saving end state to config to file [2022-04-12 04:26:58 main:608] : INFO : Success, exiting.. 04:26:58 (9208): 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)