Task 11668549
| Name | ParityModified-1639948267-19387-3-0_1 |
| Workunit | 8600526 |
| Created | 17 Feb 2022, 16:04:44 UTC |
| Sent | 17 Feb 2022, 17:46:57 UTC |
| Report deadline | 25 Feb 2022, 17:46:57 UTC |
| Received | 17 Feb 2022, 19:30:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 17 min 15 sec |
| CPU time | 1 hours 15 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,540.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 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> 2-17 19:45:33 main:574] : INFO : Epoch 1542 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 2195.57 ms [2022-02-17 19:45:35 main:574] : INFO : Epoch 1543 | loss: 0.0311767 | val_loss: 0.0311865 | Time: 2352.02 ms [2022-02-17 19:45:37 main:574] : INFO : Epoch 1544 | loss: 0.0311746 | val_loss: 0.0311828 | Time: 2248.43 ms [2022-02-17 19:45:40 main:574] : INFO : Epoch 1545 | loss: 0.0311749 | val_loss: 0.0311871 | Time: 2265.91 ms [2022-02-17 19:45:42 main:574] : INFO : Epoch 1546 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 2318.96 ms [2022-02-17 19:45:44 main:574] : INFO : Epoch 1547 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2273.42 ms [2022-02-17 19:45:47 main:574] : INFO : Epoch 1548 | loss: 0.0311742 | val_loss: 0.0311858 | Time: 2289.32 ms [2022-02-17 19:45:49 main:574] : INFO : Epoch 1549 | loss: 0.0311764 | val_loss: 0.0311863 | Time: 2230.05 ms [2022-02-17 19:45:51 main:574] : INFO : Epoch 1550 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 2237.89 ms [2022-02-17 19:45:53 main:574] : INFO : Epoch 1551 | loss: 0.0311751 | val_loss: 0.0311941 | Time: 2352.9 ms [2022-02-17 19:45:56 main:574] : INFO : Epoch 1552 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 2312.43 ms [2022-02-17 19:45:58 main:574] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 2266.01 ms [2022-02-17 19:46:00 main:574] : INFO : Epoch 1554 | loss: 0.031174 | val_loss: 0.0311831 | Time: 2292.28 ms [2022-02-17 19:46:03 main:574] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 2193.29 ms [2022-02-17 19:46:05 main:574] : INFO : Epoch 1556 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 2246.41 ms [2022-02-17 19:46:07 main:574] : INFO : Epoch 1557 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 2241.73 ms [2022-02-17 19:46:09 main:574] : INFO : Epoch 1558 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 2309.09 ms [2022-02-17 19:46:12 main:574] : INFO : Epoch 1559 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 2241.53 ms [2022-02-17 19:46:14 main:574] : INFO : Epoch 1560 | loss: 0.031177 | val_loss: 0.0311801 | Time: 2286.33 ms [2022-02-17 19:46:16 main:574] : INFO : Epoch 1561 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 2347.96 ms [2022-02-17 19:46:19 main:574] : INFO : Epoch 1562 | loss: 0.0311743 | val_loss: 0.031182 | Time: 2233.28 ms [2022-02-17 19:46:21 main:574] : INFO : Epoch 1563 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 2312.15 ms [2022-02-17 19:46:23 main:574] : INFO : Epoch 1564 | loss: 0.0311744 | val_loss: 0.0311851 | Time: 2211.33 ms [2022-02-17 19:46:25 main:574] : INFO : Epoch 1565 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 2327.17 ms [2022-02-17 19:46:28 main:574] : INFO : Epoch 1566 | loss: 0.0311716 | val_loss: 0.0311888 | Time: 2327.25 ms [2022-02-17 19:46:30 main:574] : INFO : Epoch 1567 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 2283.64 ms [2022-02-17 19:46:32 main:574] : INFO : Epoch 1568 | loss: 0.0311709 | val_loss: 0.0311824 | Time: 2203.11 ms [2022-02-17 19:46:35 main:574] : INFO : Epoch 1569 | loss: 0.0311716 | val_loss: 0.0311825 | Time: 2220.96 ms [2022-02-17 19:46:37 main:574] : INFO : Epoch 1570 | loss: 0.0311716 | val_loss: 0.0311886 | Time: 2305.11 ms [2022-02-17 19:46:39 main:574] : INFO : Epoch 1571 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 2267.53 ms [2022-02-17 19:46:41 main:574] : INFO : Epoch 1572 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 2225.84 ms [2022-02-17 19:46:44 main:574] : INFO : Epoch 1573 | loss: 0.0311709 | val_loss: 0.031188 | Time: 2192.32 ms [2022-02-17 19:46:46 main:574] : INFO : Epoch 1574 | loss: 0.0311722 | val_loss: 0.0311872 | Time: 2280.24 ms [2022-02-17 19:46:48 main:574] : INFO : Epoch 1575 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 2245.14 ms [2022-02-17 19:46:50 main:574] : INFO : Epoch 1576 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 2212.86 ms [2022-02-17 19:46:53 main:574] : INFO : Epoch 1577 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2270.1 ms [2022-02-17 19:46:55 main:574] : INFO : Epoch 1578 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 2287.66 ms [2022-02-17 19:46:57 main:574] : INFO : Epoch 1579 | loss: 0.0311775 | val_loss: 0.031186 | Time: 2237.96 ms [2022-02-17 19:46:59 main:574] : INFO : Epoch 1580 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2238.97 ms [2022-02-17 19:47:02 main:574] : INFO : Epoch 1581 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 2169.14 ms [2022-02-17 19:47:04 main:574] : INFO : Epoch 1582 | loss: 0.031172 | val_loss: 0.0311831 | Time: 2253.41 ms [2022-02-17 19:47:06 main:574] : INFO : Epoch 1583 | loss: 0.031174 | val_loss: 0.0311866 | Time: 2192.25 ms [2022-02-17 19:47:08 main:574] : INFO : Epoch 1584 | loss: 0.0311735 | val_loss: 0.0311868 | Time: 2325.84 ms [2022-02-17 19:47:11 main:574] : INFO : Epoch 1585 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 2226.49 ms [2022-02-17 19:47:13 main:574] : INFO : Epoch 1586 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 2318.62 ms [2022-02-17 19:47:15 main:574] : INFO : Epoch 1587 | loss: 0.0311719 | val_loss: 0.0311868 | Time: 2311.83 ms [2022-02-17 19:47:18 main:574] : INFO : Epoch 1588 | loss: 0.0311715 | val_loss: 0.0311852 | Time: 2274.55 ms [2022-02-17 19:47:20 main:574] : INFO : Epoch 1589 | loss: 0.0311714 | val_loss: 0.0311857 | Time: 2296.25 ms [2022-02-17 19:47:22 main:574] : INFO : Epoch 1590 | loss: 0.0311729 | val_loss: 0.0311879 | Time: 2288.78 ms [2022-02-17 19:47:25 main:574] : INFO : Epoch 1591 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 2410.6 ms [2022-02-17 19:47:27 main:574] : INFO : Epoch 1592 | loss: 0.0311735 | val_loss: 0.031183 | Time: 2283.8 ms [2022-02-17 19:47:29 main:574] : INFO : Epoch 1593 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 2249.1 ms [2022-02-17 19:47:31 main:574] : INFO : Epoch 1594 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 2249.75 ms [2022-02-17 19:47:34 main:574] : INFO : Epoch 1595 | loss: 0.0311718 | val_loss: 0.0311846 | Time: 2295.65 ms [2022-02-17 19:47:36 main:574] : INFO : Epoch 1596 | loss: 0.0311719 | val_loss: 0.0311847 | Time: 2243.33 ms [2022-02-17 19:47:38 main:574] : INFO : Epoch 1597 | loss: 0.0311723 | val_loss: 0.0311809 | Time: 2284.31 ms [2022-02-17 19:47:41 main:574] : INFO : Epoch 1598 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 2237.41 ms [2022-02-17 19:47:43 main:574] : INFO : Epoch 1599 | loss: 0.0311717 | val_loss: 0.0311814 | Time: 2321.09 ms [2022-02-17 19:47:45 main:574] : INFO : Epoch 1600 | loss: 0.031172 | val_loss: 0.0311862 | Time: 2279.51 ms [2022-02-17 19:47:47 main:574] : INFO : Epoch 1601 | loss: 0.031172 | val_loss: 0.0311937 | Time: 2196.26 ms [2022-02-17 19:47:50 main:574] : INFO : Epoch 1602 | loss: 0.0311744 | val_loss: 0.0311861 | Time: 2227.03 ms [2022-02-17 19:47:52 main:574] : INFO : Epoch 1603 | loss: 0.0311719 | val_loss: 0.0311868 | Time: 2272.54 ms [2022-02-17 19:47:54 main:574] : INFO : Epoch 1604 | loss: 0.0311731 | val_loss: 0.0311891 | Time: 2239 ms [2022-02-17 19:47:56 main:574] : INFO : Epoch 1605 | loss: 0.0311726 | val_loss: 0.0311801 | Time: 2267.43 ms [2022-02-17 19:47:59 main:574] : INFO : Epoch 1606 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 2328.12 ms [2022-02-17 19:48:01 main:574] : INFO : Epoch 1607 | loss: 0.0311705 | val_loss: 0.0311869 | Time: 2173.03 ms [2022-02-17 19:48:03 main:574] : INFO : Epoch 1608 | loss: 0.0311724 | val_loss: 0.0311847 | Time: 2269.46 ms [2022-02-17 19:48:06 main:574] : INFO : Epoch 1609 | loss: 0.0311744 | val_loss: 0.031183 | Time: 2329.73 ms [2022-02-17 19:48:08 main:574] : INFO : Epoch 1610 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2233.54 ms [2022-02-17 19:48:10 main:574] : INFO : Epoch 1611 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 2267.01 ms [2022-02-17 19:48:12 main:574] : INFO : Epoch 1612 | loss: 0.0311724 | val_loss: 0.0311898 | Time: 2189.37 ms [2022-02-17 19:48:15 main:574] : INFO : Epoch 1613 | loss: 0.0311741 | val_loss: 0.0311916 | Time: 2273.19 ms [2022-02-17 19:48:17 main:574] : INFO : Epoch 1614 | loss: 0.0311725 | val_loss: 0.0311842 | Time: 2277.25 ms [2022-02-17 19:48:19 main:574] : INFO : Epoch 1615 | loss: 0.0311711 | val_loss: 0.0311866 | Time: 2211.78 ms [2022-02-17 19:48:21 main:574] : INFO : Epoch 1616 | loss: 0.0311729 | val_loss: 0.0311901 | Time: 2175.24 ms [2022-02-17 19:48:24 main:574] : INFO : Epoch 1617 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 2287.53 ms [2022-02-17 19:48:26 main:574] : INFO : Epoch 1618 | loss: 0.0311712 | val_loss: 0.031184 | Time: 2222.11 ms [2022-02-17 19:48:28 main:574] : INFO : Epoch 1619 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 2309.96 ms [2022-02-17 19:48:30 main:574] : INFO : Epoch 1620 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 2277.58 ms [2022-02-17 19:48:33 main:574] : INFO : Epoch 1621 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 2285.23 ms [2022-02-17 19:48:35 main:574] : INFO : Epoch 1622 | loss: 0.031176 | val_loss: 0.0311845 | Time: 2282.16 ms [2022-02-17 19:48:37 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311907 | Time: 2285.17 ms [2022-02-17 19:48:40 main:574] : INFO : Epoch 1624 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 2239.68 ms [2022-02-17 19:48:42 main:574] : INFO : Epoch 1625 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 2210.5 ms [2022-02-17 19:48:44 main:574] : INFO : Epoch 1626 | loss: 0.0311747 | val_loss: 0.0311906 | Time: 2264.41 ms [2022-02-17 19:48:46 main:574] : INFO : Epoch 1627 | loss: 0.0311766 | val_loss: 0.0311916 | Time: 2349.69 ms [2022-02-17 19:48:49 main:574] : INFO : Epoch 1628 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2257.68 ms [2022-02-17 19:48:51 main:574] : INFO : Epoch 1629 | loss: 0.0311718 | val_loss: 0.0311828 | Time: 2390.85 ms [2022-02-17 19:48:53 main:574] : INFO : Epoch 1630 | loss: 0.0311715 | val_loss: 0.0311859 | Time: 2262 ms [2022-02-17 19:48:56 main:574] : INFO : Epoch 1631 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 2246.69 ms [2022-02-17 19:48:58 main:574] : INFO : Epoch 1632 | loss: 0.031176 | val_loss: 0.0311856 | Time: 2232.96 ms [2022-02-17 19:49:00 main:574] : INFO : Epoch 1633 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 2286.88 ms [2022-02-17 19:49:03 main:574] : INFO : Epoch 1634 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2305.47 ms [2022-02-17 19:49:05 main:574] : INFO : Epoch 1635 | loss: 0.031175 | val_loss: 0.031181 | Time: 2300.05 ms [2022-02-17 19:49:07 main:574] : INFO : Epoch 1636 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 2292.51 ms [2022-02-17 19:49:09 main:574] : INFO : Epoch 1637 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 2264.65 ms [2022-02-17 19:49:12 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 2302.58 ms [2022-02-17 19:49:14 main:574] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 2287.92 ms [2022-02-17 19:49:16 main:574] : INFO : Epoch 1640 | loss: 0.0311714 | val_loss: 0.0311821 | Time: 2314.1 ms [2022-02-17 19:49:19 main:574] : INFO : Epoch 1641 | loss: 0.0311713 | val_loss: 0.031185 | Time: 2169.27 ms [2022-02-17 19:49:21 main:574] : INFO : Epoch 1642 | loss: 0.0311714 | val_loss: 0.031183 | Time: 2268.48 ms [2022-02-17 19:49:23 main:574] : INFO : Epoch 1643 | loss: 0.0311707 | val_loss: 0.0311829 | Time: 2266.69 ms [2022-02-17 19:49:25 main:574] : INFO : Epoch 1644 | loss: 0.0311713 | val_loss: 0.0311836 | Time: 2257.11 ms [2022-02-17 19:49:28 main:574] : INFO : Epoch 1645 | loss: 0.031174 | val_loss: 0.0311824 | Time: 2164.9 ms [2022-02-17 19:49:30 main:574] : INFO : Epoch 1646 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 2247.14 ms [2022-02-17 19:49:32 main:574] : INFO : Epoch 1647 | loss: 0.0311717 | val_loss: 0.0311865 | Time: 2296.82 ms [2022-02-17 19:49:34 main:574] : INFO : Epoch 1648 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 2298.55 ms [2022-02-17 19:49:37 main:574] : INFO : Epoch 1649 | loss: 0.031171 | val_loss: 0.0311811 | Time: 2296.4 ms [2022-02-17 19:49:39 main:574] : INFO : Epoch 1650 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 2173.12 ms [2022-02-17 19:49:41 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 2239.67 ms [2022-02-17 19:49:44 main:574] : INFO : Epoch 1652 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 2290.25 ms [2022-02-17 19:49:46 main:574] : INFO : Epoch 1653 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 2258.4 ms [2022-02-17 19:49:48 main:574] : INFO : Epoch 1654 | loss: 0.031177 | val_loss: 0.0311831 | Time: 2296.44 ms [2022-02-17 19:49:50 main:574] : INFO : Epoch 1655 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 2279.96 ms [2022-02-17 19:49:53 main:574] : INFO : Epoch 1656 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 2289.99 ms [2022-02-17 19:49:55 main:574] : INFO : Epoch 1657 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 2245.68 ms [2022-02-17 19:49:57 main:574] : INFO : Epoch 1658 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 2255.33 ms [2022-02-17 19:50:00 main:574] : INFO : Epoch 1659 | loss: 0.0311891 | val_loss: 0.0311993 | Time: 2255.47 ms [2022-02-17 19:50:02 main:574] : INFO : Epoch 1660 | loss: 0.0311914 | val_loss: 0.0311861 | Time: 2326.03 ms [2022-02-17 19:50:04 main:574] : INFO : Epoch 1661 | loss: 0.0311876 | val_loss: 0.0311842 | Time: 2292.1 ms [2022-02-17 19:50:06 main:574] : INFO : Epoch 1662 | loss: 0.031186 | val_loss: 0.0311823 | Time: 2247.96 ms [2022-02-17 19:50:09 main:574] : INFO : Epoch 1663 | loss: 0.0311846 | val_loss: 0.0311798 | Time: 2282.56 ms [2022-02-17 19:50:11 main:574] : INFO : Epoch 1664 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 2240.31 ms [2022-02-17 19:50:13 main:574] : INFO : Epoch 1665 | loss: 0.0311838 | val_loss: 0.0311822 | Time: 2292.19 ms [2022-02-17 19:50:16 main:574] : INFO : Epoch 1666 | loss: 0.031184 | val_loss: 0.0311822 | Time: 2261.33 ms [2022-02-17 19:50:18 main:574] : INFO : Epoch 1667 | loss: 0.0311831 | val_loss: 0.0311826 | Time: 2248.26 ms [2022-02-17 19:50:20 main:574] : INFO : Epoch 1668 | loss: 0.0311811 | val_loss: 0.0311816 | Time: 2284.97 ms [2022-02-17 19:50:22 main:574] : INFO : Epoch 1669 | loss: 0.031181 | val_loss: 0.0311822 | Time: 2238.77 ms [2022-02-17 19:50:25 main:574] : INFO : Epoch 1670 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 2331.98 ms [2022-02-17 19:50:27 main:574] : INFO : Epoch 1671 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 2265.68 ms [2022-02-17 19:50:29 main:574] : INFO : Epoch 1672 | loss: 0.0311825 | val_loss: 0.0311898 | Time: 2275.37 ms [2022-02-17 19:50:32 main:574] : INFO : Epoch 1673 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 2310.81 ms [2022-02-17 19:50:34 main:574] : INFO : Epoch 1674 | loss: 0.0311807 | val_loss: 0.0311877 | Time: 2243.6 ms [2022-02-17 19:50:36 main:574] : INFO : Epoch 1675 | loss: 0.031182 | val_loss: 0.0311826 | Time: 2338.76 ms [2022-02-17 19:50:39 main:574] : INFO : Epoch 1676 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 2338.14 ms [2022-02-17 19:50:41 main:574] : INFO : Epoch 1677 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 2202.91 ms [2022-02-17 19:50:43 main:574] : INFO : Epoch 1678 | loss: 0.0311801 | val_loss: 0.0311804 | Time: 2213.56 ms [2022-02-17 19:50:45 main:574] : INFO : Epoch 1679 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 2423.36 ms [2022-02-17 19:50:48 main:574] : INFO : Epoch 1680 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 2344.65 ms [2022-02-17 19:50:50 main:574] : INFO : Epoch 1681 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 2279.16 ms [2022-02-17 19:50:52 main:574] : INFO : Epoch 1682 | loss: 0.0311823 | val_loss: 0.0311871 | Time: 2331.71 ms [2022-02-17 19:50:55 main:574] : INFO : Epoch 1683 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2327.41 ms [2022-02-17 19:50:57 main:574] : INFO : Epoch 1684 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 2305.92 ms [2022-02-17 19:50:59 main:574] : INFO : Epoch 1685 | loss: 0.0311789 | val_loss: 0.031183 | Time: 2231.72 ms [2022-02-17 19:51:02 main:574] : INFO : Epoch 1686 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 2385.61 ms [2022-02-17 19:51:04 main:574] : INFO : Epoch 1687 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 2217.49 ms [2022-02-17 19:51:06 main:574] : INFO : Epoch 1688 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 2252.35 ms [2022-02-17 19:51:08 main:574] : INFO : Epoch 1689 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 2226.07 ms [2022-02-17 19:51:11 main:574] : INFO : Epoch 1690 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 2225.35 ms [2022-02-17 19:51:13 main:574] : INFO : Epoch 1691 | loss: 0.031177 | val_loss: 0.0311823 | Time: 2280.3 ms [2022-02-17 19:51:15 main:574] : INFO : Epoch 1692 | loss: 0.0311767 | val_loss: 0.031189 | Time: 2357.33 ms [2022-02-17 19:51:18 main:574] : INFO : Epoch 1693 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 2274.97 ms [2022-02-17 19:51:20 main:574] : INFO : Epoch 1694 | loss: 0.031179 | val_loss: 0.0311817 | Time: 2262.5 ms [2022-02-17 19:51:22 main:574] : INFO : Epoch 1695 | loss: 0.031179 | val_loss: 0.0311837 | Time: 2335.02 ms [2022-02-17 19:51:25 main:574] : INFO : Epoch 1696 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 2284.6 ms [2022-02-17 19:51:27 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 2280.91 ms [2022-02-17 19:51:29 main:574] : INFO : Epoch 1698 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 2344.17 ms [2022-02-17 19:51:31 main:574] : INFO : Epoch 1699 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2265.46 ms [2022-02-17 19:51:34 main:574] : INFO : Epoch 1700 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 2273.64 ms [2022-02-17 19:51:36 main:574] : INFO : Epoch 1701 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 2313.39 ms [2022-02-17 19:51:38 main:574] : INFO : Epoch 1702 | loss: 0.0311808 | val_loss: 0.0311912 | Time: 2313.87 ms [2022-02-17 19:51:41 main:574] : INFO : Epoch 1703 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 2231.49 ms [2022-02-17 19:51:43 main:574] : INFO : Epoch 1704 | loss: 0.0311782 | val_loss: 0.031183 | Time: 2216.63 ms [2022-02-17 19:51:45 main:574] : INFO : Epoch 1705 | loss: 0.031179 | val_loss: 0.031184 | Time: 2240.86 ms [2022-02-17 19:51:48 main:574] : INFO : Epoch 1706 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 2349.73 ms [2022-02-17 19:51:50 main:574] : INFO : Epoch 1707 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 2262.87 ms [2022-02-17 19:51:52 main:574] : INFO : Epoch 1708 | loss: 0.0311777 | val_loss: 0.0311958 | Time: 2210.59 ms [2022-02-17 19:51:54 main:574] : INFO : Epoch 1709 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 2275.94 ms [2022-02-17 19:51:57 main:574] : INFO : Epoch 1710 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 2296.99 ms [2022-02-17 19:51:59 main:574] : INFO : Epoch 1711 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 2225.18 ms [2022-02-17 19:52:01 main:574] : INFO : Epoch 1712 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 2290.18 ms [2022-02-17 19:52:03 main:574] : INFO : Epoch 1713 | loss: 0.031182 | val_loss: 0.0311826 | Time: 2293.36 ms [2022-02-17 19:52:06 main:574] : INFO : Epoch 1714 | loss: 0.03118 | val_loss: 0.0311825 | Time: 2306.58 ms [2022-02-17 19:52:08 main:574] : INFO : Epoch 1715 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 2312.61 ms [2022-02-17 19:52:11 main:574] : INFO : Epoch 1716 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 2360.53 ms [2022-02-17 19:52:13 main:574] : INFO : Epoch 1717 | loss: 0.031178 | val_loss: 0.0311866 | Time: 2357.02 ms [2022-02-17 19:52:15 main:574] : INFO : Epoch 1718 | loss: 0.0311824 | val_loss: 0.0312017 | Time: 2265.77 ms [2022-02-17 19:52:18 main:574] : INFO : Epoch 1719 | loss: 0.031184 | val_loss: 0.0311839 | Time: 2375.04 ms [2022-02-17 19:52:20 main:574] : INFO : Epoch 1720 | loss: 0.0311801 | val_loss: 0.0311881 | Time: 2293.01 ms [2022-02-17 19:52:22 main:574] : INFO : Epoch 1721 | loss: 0.0311809 | val_loss: 0.031184 | Time: 2281.75 ms [2022-02-17 19:52:24 main:574] : INFO : Epoch 1722 | loss: 0.0311795 | val_loss: 0.0311891 | Time: 2283.73 ms [2022-02-17 19:52:27 main:574] : INFO : Epoch 1723 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2188.05 ms [2022-02-17 19:52:29 main:574] : INFO : Epoch 1724 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 2231.73 ms [2022-02-17 19:52:31 main:574] : INFO : Epoch 1725 | loss: 0.0311807 | val_loss: 0.0311849 | Time: 2251.32 ms [2022-02-17 19:52:33 main:574] : INFO : Epoch 1726 | loss: 0.0311808 | val_loss: 0.0311862 | Time: 2183.35 ms [2022-02-17 19:52:36 main:574] : INFO : Epoch 1727 | loss: 0.03118 | val_loss: 0.0311823 | Time: 2298.82 ms [2022-02-17 19:52:38 main:574] : INFO : Epoch 1728 | loss: 0.0311784 | val_loss: 0.031183 | Time: 2323.74 ms [2022-02-17 19:52:40 main:574] : INFO : Epoch 1729 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 2224 ms [2022-02-17 19:52:42 main:574] : INFO : Epoch 1730 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2247.58 ms [2022-02-17 19:52:45 main:574] : INFO : Epoch 1731 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 2264.6 ms [2022-02-17 19:52:47 main:574] : INFO : Epoch 1732 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 2228.15 ms [2022-02-17 19:52:49 main:574] : INFO : Epoch 1733 | loss: 0.03118 | val_loss: 0.0311838 | Time: 2263.04 ms [2022-02-17 19:52:51 main:574] : INFO : Epoch 1734 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 2244.96 ms [2022-02-17 19:52:54 main:574] : INFO : Epoch 1735 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 2232.31 ms [2022-02-17 19:52:56 main:574] : INFO : Epoch 1736 | loss: 0.03118 | val_loss: 0.0311837 | Time: 2247.3 ms [2022-02-17 19:52:58 main:574] : INFO : Epoch 1737 | loss: 0.0311787 | val_loss: 0.031183 | Time: 2268.29 ms [2022-02-17 19:53:01 main:574] : INFO : Epoch 1738 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 2248.4 ms [2022-02-17 19:53:03 main:574] : INFO : Epoch 1739 | loss: 0.031179 | val_loss: 0.0311857 | Time: 2292.52 ms [2022-02-17 19:53:05 main:574] : INFO : Epoch 1740 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2296.62 ms [2022-02-17 19:53:08 main:574] : INFO : Epoch 1741 | loss: 0.0311801 | val_loss: 0.0311837 | Time: 2350.42 ms [2022-02-17 19:53:10 main:574] : INFO : Epoch 1742 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 2300.99 ms [2022-02-17 19:53:12 main:574] : INFO : Epoch 1743 | loss: 0.0311806 | val_loss: 0.0311824 | Time: 2257.2 ms [2022-02-17 19:53:14 main:574] : INFO : Epoch 1744 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 2235.66 ms [2022-02-17 19:53:17 main:574] : INFO : Epoch 1745 | loss: 0.0311816 | val_loss: 0.0311884 | Time: 2302.39 ms [2022-02-17 19:53:19 main:574] : INFO : Epoch 1746 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 2392.7 ms [2022-02-17 19:53:21 main:574] : INFO : Epoch 1747 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 2303.65 ms [2022-02-17 19:53:24 main:574] : INFO : Epoch 1748 | loss: 0.0311802 | val_loss: 0.031184 | Time: 2338.31 ms [2022-02-17 19:53:26 main:574] : INFO : Epoch 1749 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 2273.96 ms [2022-02-17 19:53:28 main:574] : INFO : Epoch 1750 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 2332.38 ms [2022-02-17 19:53:31 main:574] : INFO : Epoch 1751 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 2237.2 ms [2022-02-17 19:53:33 main:574] : INFO : Epoch 1752 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2321.49 ms [2022-02-17 19:53:35 main:574] : INFO : Epoch 1753 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2321.96 ms [2022-02-17 19:53:38 main:574] : INFO : Epoch 1754 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 2240.68 ms [2022-02-17 19:53:40 main:574] : INFO : Epoch 1755 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 2280.79 ms [2022-02-17 19:53:42 main:574] : INFO : Epoch 1756 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 2236.73 ms [2022-02-17 19:53:44 main:574] : INFO : Epoch 1757 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2307.33 ms [2022-02-17 19:53:47 main:574] : INFO : Epoch 1758 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 2257.85 ms [2022-02-17 19:53:49 main:574] : INFO : Epoch 1759 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 2185.43 ms [2022-02-17 19:53:51 main:574] : INFO : Epoch 1760 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 2258.93 ms [2022-02-17 19:53:54 main:574] : INFO : Epoch 1761 | loss: 0.031179 | val_loss: 0.0311857 | Time: 2327.1 ms [2022-02-17 19:53:56 main:574] : INFO : Epoch 1762 | loss: 0.0311778 | val_loss: 0.031183 | Time: 2238.8 ms [2022-02-17 19:53:58 main:574] : INFO : Epoch 1763 | loss: 0.0311788 | val_loss: 0.0311834 | Time: 2296.57 ms [2022-02-17 19:54:00 main:574] : INFO : Epoch 1764 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 2309.77 ms [2022-02-17 19:54:03 main:574] : INFO : Epoch 1765 | loss: 0.0311821 | val_loss: 0.0311828 | Time: 2300 ms [2022-02-17 19:54:05 main:574] : INFO : Epoch 1766 | loss: 0.0311809 | val_loss: 0.031184 | Time: 2267.91 ms [2022-02-17 19:54:07 main:574] : INFO : Epoch 1767 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 2261.29 ms [2022-02-17 19:54:10 main:574] : INFO : Epoch 1768 | loss: 0.0311805 | val_loss: 0.031182 | Time: 2317.36 ms [2022-02-17 19:54:12 main:574] : INFO : Epoch 1769 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 2355.9 ms [2022-02-17 19:54:14 main:574] : INFO : Epoch 1770 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 2219.54 ms [2022-02-17 19:54:16 main:574] : INFO : Epoch 1771 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 2204.87 ms [2022-02-17 19:54:19 main:574] : INFO : Epoch 1772 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 2234.32 ms [2022-02-17 19:54:21 main:574] : INFO : Epoch 1773 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 2254.31 ms [2022-02-17 19:54:23 main:574] : INFO : Epoch 1774 | loss: 0.03118 | val_loss: 0.0311841 | Time: 2259.82 ms [2022-02-17 19:54:26 main:574] : INFO : Epoch 1775 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 2307.07 ms [2022-02-17 19:54:28 main:574] : INFO : Epoch 1776 | loss: 0.031181 | val_loss: 0.0311918 | Time: 2245.36 ms [2022-02-17 19:54:30 main:574] : INFO : Epoch 1777 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 2326.52 ms [2022-02-17 19:54:32 main:574] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 2267.6 ms [2022-02-17 19:54:35 main:574] : INFO : Epoch 1779 | loss: 0.0311787 | val_loss: 0.0311844 | Time: 2327.44 ms [2022-02-17 19:54:37 main:574] : INFO : Epoch 1780 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 2274.97 ms [2022-02-17 19:54:39 main:574] : INFO : Epoch 1781 | loss: 0.0311808 | val_loss: 0.0311841 | Time: 2292.74 ms [2022-02-17 19:54:42 main:574] : INFO : Epoch 1782 | loss: 0.0311821 | val_loss: 0.0311919 | Time: 2263.04 ms [2022-02-17 19:54:44 main:574] : INFO : Epoch 1783 | loss: 0.031182 | val_loss: 0.0311855 | Time: 2309.94 ms [2022-02-17 19:54:46 main:574] : INFO : Epoch 1784 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2244.21 ms [2022-02-17 19:54:49 main:574] : INFO : Epoch 1785 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 2333.63 ms [2022-02-17 19:54:51 main:574] : INFO : Epoch 1786 | loss: 0.0311831 | val_loss: 0.031182 | Time: 2298.04 ms [2022-02-17 19:54:53 main:574] : INFO : Epoch 1787 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 2272.59 ms [2022-02-17 19:54:55 main:574] : INFO : Epoch 1788 | loss: 0.0311833 | val_loss: 0.0311835 | Time: 2279.29 ms [2022-02-17 19:54:58 main:574] : INFO : Epoch 1789 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 2284.34 ms [2022-02-17 19:55:00 main:574] : INFO : Epoch 1790 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 2307.33 ms [2022-02-17 19:55:02 main:574] : INFO : Epoch 1791 | loss: 0.0311803 | val_loss: 0.0311822 | Time: 2378.35 ms [2022-02-17 19:55:05 main:574] : INFO : Epoch 1792 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 2229.31 ms [2022-02-17 19:55:07 main:574] : INFO : Epoch 1793 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 2294.65 ms [2022-02-17 19:55:09 main:574] : INFO : Epoch 1794 | loss: 0.0311791 | val_loss: 0.0311827 | Time: 2268.91 ms [2022-02-17 19:55:12 main:574] : INFO : Epoch 1795 | loss: 0.0311823 | val_loss: 0.0311853 | Time: 2283.53 ms [2022-02-17 19:55:14 main:574] : INFO : Epoch 1796 | loss: 0.0311793 | val_loss: 0.031182 | Time: 2270.1 ms [2022-02-17 19:55:16 main:574] : INFO : Epoch 1797 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 2333.98 ms [2022-02-17 19:55:19 main:574] : INFO : Epoch 1798 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 2376.63 ms [2022-02-17 19:55:21 main:574] : INFO : Epoch 1799 | loss: 0.0311772 | val_loss: 0.031185 | Time: 2265.16 ms [2022-02-17 19:55:23 main:574] : INFO : Epoch 1800 | loss: 0.0311783 | val_loss: 0.0311846 | Time: 2294.02 ms [2022-02-17 19:55:25 main:574] : INFO : Epoch 1801 | loss: 0.031179 | val_loss: 0.0311845 | Time: 2301.1 ms [2022-02-17 19:55:28 main:574] : INFO : Epoch 1802 | loss: 0.0311793 | val_loss: 0.031182 | Time: 2246.13 ms [2022-02-17 19:55:30 main:574] : INFO : Epoch 1803 | loss: 0.031178 | val_loss: 0.0311841 | Time: 2278.08 ms [2022-02-17 19:55:32 main:574] : INFO : Epoch 1804 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 2365.51 ms [2022-02-17 19:55:35 main:574] : INFO : Epoch 1805 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 2309.32 ms [2022-02-17 19:55:37 main:574] : INFO : Epoch 1806 | loss: 0.0311819 | val_loss: 0.0311904 | Time: 2279.59 ms [2022-02-17 19:55:39 main:574] : INFO : Epoch 1807 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 2355.27 ms [2022-02-17 19:55:42 main:574] : INFO : Epoch 1808 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 2314.48 ms [2022-02-17 19:55:44 main:574] : INFO : Epoch 1809 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2278.03 ms [2022-02-17 19:55:46 main:574] : INFO : Epoch 1810 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 2280.37 ms [2022-02-17 19:55:49 main:574] : INFO : Epoch 1811 | loss: 0.0311791 | val_loss: 0.031183 | Time: 2300.98 ms [2022-02-17 19:55:51 main:574] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2328.46 ms [2022-02-17 19:55:53 main:574] : INFO : Epoch 1813 | loss: 0.0311802 | val_loss: 0.0311867 | Time: 2368.42 ms [2022-02-17 19:55:56 main:574] : INFO : Epoch 1814 | loss: 0.0311829 | val_loss: 0.0311841 | Time: 2397.17 ms [2022-02-17 19:55:58 main:574] : INFO : Epoch 1815 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 2311.36 ms [2022-02-17 19:56:00 main:574] : INFO : Epoch 1816 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 2358.88 ms [2022-02-17 19:56:03 main:574] : INFO : Epoch 1817 | loss: 0.0311781 | val_loss: 0.0311855 | Time: 2238.95 ms [2022-02-17 19:56:05 main:574] : INFO : Epoch 1818 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 2332.51 ms [2022-02-17 19:56:07 main:574] : INFO : Epoch 1819 | loss: 0.0311768 | val_loss: 0.0311864 | Time: 2305.45 ms [2022-02-17 19:56:10 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 2266.05 ms [2022-02-17 19:56:12 main:574] : INFO : Epoch 1821 | loss: 0.0311788 | val_loss: 0.031187 | Time: 2245.22 ms [2022-02-17 19:56:14 main:574] : INFO : Epoch 1822 | loss: 0.0311785 | val_loss: 0.0311942 | Time: 2275.17 ms [2022-02-17 19:56:17 main:574] : INFO : Epoch 1823 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 2356.8 ms [2022-02-17 19:56:19 main:574] : INFO : Epoch 1824 | loss: 0.0311814 | val_loss: 0.0311943 | Time: 2280.01 ms [2022-02-17 19:56:21 main:574] : INFO : Epoch 1825 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 2255.41 ms [2022-02-17 19:56:23 main:574] : INFO : Epoch 1826 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 2353.52 ms [2022-02-17 19:56:26 main:574] : INFO : Epoch 1827 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2266.26 ms [2022-02-17 19:56:28 main:574] : INFO : Epoch 1828 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 2318.66 ms [2022-02-17 19:56:30 main:574] : INFO : Epoch 1829 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2273.97 ms [2022-02-17 19:56:33 main:574] : INFO : Epoch 1830 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 2322.26 ms [2022-02-17 19:56:35 main:574] : INFO : Epoch 1831 | loss: 0.0311773 | val_loss: 0.031183 | Time: 2309.49 ms [2022-02-17 19:56:37 main:574] : INFO : Epoch 1832 | loss: 0.0311781 | val_loss: 0.0311872 | Time: 2359.28 ms [2022-02-17 19:56:40 main:574] : INFO : Epoch 1833 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2313.51 ms [2022-02-17 19:56:42 main:574] : INFO : Epoch 1834 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 2253.31 ms [2022-02-17 19:56:44 main:574] : INFO : Epoch 1835 | loss: 0.0311793 | val_loss: 0.031184 | Time: 2298.7 ms [2022-02-17 19:56:47 main:574] : INFO : Epoch 1836 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 2320.96 ms [2022-02-17 19:56:49 main:574] : INFO : Epoch 1837 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 2295.24 ms [2022-02-17 19:56:51 main:574] : INFO : Epoch 1838 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 2292.04 ms [2022-02-17 19:56:54 main:574] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.031185 | Time: 2316.43 ms [2022-02-17 19:56:56 main:574] : INFO : Epoch 1840 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2318.65 ms [2022-02-17 19:56:58 main:574] : INFO : Epoch 1841 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 2336.09 ms [2022-02-17 19:57:01 main:574] : INFO : Epoch 1842 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 2270.67 ms [2022-02-17 19:57:03 main:574] : INFO : Epoch 1843 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 2293.32 ms [2022-02-17 19:57:05 main:574] : INFO : Epoch 1844 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 2241.34 ms [2022-02-17 19:57:07 main:574] : INFO : Epoch 1845 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 2279.62 ms [2022-02-17 19:57:10 main:574] : INFO : Epoch 1846 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 2235 ms [2022-02-17 19:57:12 main:574] : INFO : Epoch 1847 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 2261 ms [2022-02-17 19:57:14 main:574] : INFO : Epoch 1848 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 2318.87 ms [2022-02-17 19:57:17 main:574] : INFO : Epoch 1849 | loss: 0.031177 | val_loss: 0.0311817 | Time: 2358.46 ms [2022-02-17 19:57:19 main:574] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311842 | Time: 2250.39 ms [2022-02-17 19:57:21 main:574] : INFO : Epoch 1851 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 2411.64 ms [2022-02-17 19:57:24 main:574] : INFO : Epoch 1852 | loss: 0.0311766 | val_loss: 0.0311864 | Time: 2467.62 ms [2022-02-17 19:57:26 main:574] : INFO : Epoch 1853 | loss: 0.03118 | val_loss: 0.0311829 | Time: 2318.54 ms [2022-02-17 19:57:28 main:574] : INFO : Epoch 1854 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 2317.1 ms [2022-02-17 19:57:31 main:574] : INFO : Epoch 1855 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2294.34 ms [2022-02-17 19:57:33 main:574] : INFO : Epoch 1856 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 2294.36 ms [2022-02-17 19:57:35 main:574] : INFO : Epoch 1857 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 2311.85 ms [2022-02-17 19:57:38 main:574] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 2220.89 ms [2022-02-17 19:57:40 main:574] : INFO : Epoch 1859 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 2233.66 ms [2022-02-17 19:57:42 main:574] : INFO : Epoch 1860 | loss: 0.0324432 | val_loss: 0.0341742 | Time: 2336.47 ms [2022-02-17 19:57:45 main:574] : INFO : Epoch 1861 | loss: 0.0335099 | val_loss: 0.0324886 | Time: 2302.77 ms [2022-02-17 19:57:47 main:574] : INFO : Epoch 1862 | loss: 0.0316405 | val_loss: 0.0314468 | Time: 2212.63 ms [2022-02-17 19:57:49 main:574] : INFO : Epoch 1863 | loss: 0.0312898 | val_loss: 0.0312292 | Time: 2253.97 ms [2022-02-17 19:57:51 main:574] : INFO : Epoch 1864 | loss: 0.0312152 | val_loss: 0.0311985 | Time: 2384.21 ms [2022-02-17 19:57:54 main:574] : INFO : Epoch 1865 | loss: 0.0311966 | val_loss: 0.0311896 | Time: 2241.36 ms [2022-02-17 19:57:56 main:574] : INFO : Epoch 1866 | loss: 0.0311919 | val_loss: 0.0311903 | Time: 2320.19 ms [2022-02-17 19:57:58 main:574] : INFO : Epoch 1867 | loss: 0.0311892 | val_loss: 0.0311854 | Time: 2264.91 ms [2022-02-17 19:58:01 main:574] : INFO : Epoch 1868 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 2310.48 ms [2022-02-17 19:58:03 main:574] : INFO : Epoch 1869 | loss: 0.0311842 | val_loss: 0.0311848 | Time: 2335.89 ms [2022-02-17 19:58:05 main:574] : INFO : Epoch 1870 | loss: 0.0311854 | val_loss: 0.0311872 | Time: 2308.58 ms [2022-02-17 19:58:08 main:574] : INFO : Epoch 1871 | loss: 0.031187 | val_loss: 0.0311867 | Time: 2313.94 ms [2022-02-17 19:58:10 main:574] : INFO : Epoch 1872 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 2347.92 ms [2022-02-17 19:58:12 main:574] : INFO : Epoch 1873 | loss: 0.031183 | val_loss: 0.0311825 | Time: 2267.37 ms [2022-02-17 19:58:15 main:574] : INFO : Epoch 1874 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 2386.78 ms [2022-02-17 19:58:17 main:574] : INFO : Epoch 1875 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 2240.06 ms [2022-02-17 19:58:19 main:574] : INFO : Epoch 1876 | loss: 0.031186 | val_loss: 0.031183 | Time: 2259.25 ms [2022-02-17 19:58:21 main:574] : INFO : Epoch 1877 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 2289.02 ms [2022-02-17 19:58:24 main:574] : INFO : Epoch 1878 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 2321.61 ms [2022-02-17 19:58:26 main:574] : INFO : Epoch 1879 | loss: 0.0311822 | val_loss: 0.0311866 | Time: 2251.57 ms [2022-02-17 19:58:28 main:574] : INFO : Epoch 1880 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 2297.66 ms [2022-02-17 19:58:31 main:574] : INFO : Epoch 1881 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2281.74 ms [2022-02-17 19:58:33 main:574] : INFO : Epoch 1882 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 2293.66 ms [2022-02-17 19:58:35 main:574] : INFO : Epoch 1883 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 2342.65 ms [2022-02-17 19:58:38 main:574] : INFO : Epoch 1884 | loss: 0.031179 | val_loss: 0.0311826 | Time: 2331.27 ms [2022-02-17 19:58:40 main:574] : INFO : Epoch 1885 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 2281.88 ms [2022-02-17 19:58:42 main:574] : INFO : Epoch 1886 | loss: 0.03118 | val_loss: 0.0311831 | Time: 2308.14 ms [2022-02-17 19:58:45 main:574] : INFO : Epoch 1887 | loss: 0.031179 | val_loss: 0.0311826 | Time: 2286.91 ms [2022-02-17 19:58:47 main:574] : INFO : Epoch 1888 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 2241.68 ms [2022-02-17 19:58:49 main:574] : INFO : Epoch 1889 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 2365.77 ms [2022-02-17 19:58:52 main:574] : INFO : Epoch 1890 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 2396.42 ms [2022-02-17 19:58:54 main:574] : INFO : Epoch 1891 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 2256.89 ms [2022-02-17 19:58:56 main:574] : INFO : Epoch 1892 | loss: 0.0311809 | val_loss: 0.0311812 | Time: 2296.81 ms [2022-02-17 19:58:58 main:574] : INFO : Epoch 1893 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 2250.97 ms [2022-02-17 19:59:01 main:574] : INFO : Epoch 1894 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 2153.43 ms [2022-02-17 19:59:03 main:574] : INFO : Epoch 1895 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 2362.49 ms [2022-02-17 19:59:05 main:574] : INFO : Epoch 1896 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 2435.86 ms [2022-02-17 19:59:08 main:574] : INFO : Epoch 1897 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 2274.82 ms [2022-02-17 19:59:10 main:574] : INFO : Epoch 1898 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 2326.11 ms [2022-02-17 19:59:12 main:574] : INFO : Epoch 1899 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 2267.44 ms [2022-02-17 19:59:15 main:574] : INFO : Epoch 1900 | loss: 0.031179 | val_loss: 0.0311823 | Time: 2321.99 ms [2022-02-17 19:59:17 main:574] : INFO : Epoch 1901 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2257.66 ms [2022-02-17 19:59:19 main:574] : INFO : Epoch 1902 | loss: 0.0311794 | val_loss: 0.0311838 | Time: 2223.83 ms [2022-02-17 19:59:22 main:574] : INFO : Epoch 1903 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 2308.63 ms [2022-02-17 19:59:24 main:574] : INFO : Epoch 1904 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 2359.4 ms [2022-02-17 19:59:26 main:574] : INFO : Epoch 1905 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 2261 ms [2022-02-17 19:59:28 main:574] : INFO : Epoch 1906 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 2275.82 ms [2022-02-17 19:59:31 main:574] : INFO : Epoch 1907 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 2256.26 ms [2022-02-17 19:59:33 main:574] : INFO : Epoch 1908 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 2260.36 ms [2022-02-17 19:59:35 main:574] : INFO : Epoch 1909 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 2360.62 ms [2022-02-17 19:59:38 main:574] : INFO : Epoch 1910 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 2346.99 ms [2022-02-17 19:59:40 main:574] : INFO : Epoch 1911 | loss: 0.0311755 | val_loss: 0.031181 | Time: 2280.92 ms [2022-02-17 19:59:42 main:574] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 2226.13 ms [2022-02-17 19:59:45 main:574] : INFO : Epoch 1913 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 2237.81 ms [2022-02-17 19:59:47 main:574] : INFO : Epoch 1914 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 2273.74 ms [2022-02-17 19:59:49 main:574] : INFO : Epoch 1915 | loss: 0.031176 | val_loss: 0.0311814 | Time: 2320.09 ms [2022-02-17 19:59:51 main:574] : INFO : Epoch 1916 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 2269.29 ms [2022-02-17 19:59:54 main:574] : INFO : Epoch 1917 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 2344.94 ms [2022-02-17 19:59:56 main:574] : INFO : Epoch 1918 | loss: 0.0311762 | val_loss: 0.031181 | Time: 2267.77 ms [2022-02-17 19:59:58 main:574] : INFO : Epoch 1919 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 2202.06 ms [2022-02-17 20:00:01 main:574] : INFO : Epoch 1920 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2270.18 ms [2022-02-17 20:00:03 main:574] : INFO : Epoch 1921 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 2263.97 ms [2022-02-17 20:00:05 main:574] : INFO : Epoch 1922 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 2241.61 ms [2022-02-17 20:00:07 main:574] : INFO : Epoch 1923 | loss: 0.0311751 | val_loss: 0.031182 | Time: 2384.67 ms [2022-02-17 20:00:10 main:574] : INFO : Epoch 1924 | loss: 0.0311771 | val_loss: 0.0311835 | Time: 2214.27 ms [2022-02-17 20:00:12 main:574] : INFO : Epoch 1925 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 2238.09 ms [2022-02-17 20:00:14 main:574] : INFO : Epoch 1926 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 2232.87 ms [2022-02-17 20:00:16 main:574] : INFO : Epoch 1927 | loss: 0.0311746 | val_loss: 0.0311835 | Time: 2200.58 ms [2022-02-17 20:00:19 main:574] : INFO : Epoch 1928 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2276.26 ms [2022-02-17 20:00:21 main:574] : INFO : Epoch 1929 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2313.39 ms [2022-02-17 20:00:23 main:574] : INFO : Epoch 1930 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 2220.19 ms [2022-02-17 20:00:26 main:574] : INFO : Epoch 1931 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 2264.19 ms [2022-02-17 20:00:28 main:574] : INFO : Epoch 1932 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 2292.75 ms [2022-02-17 20:00:30 main:574] : INFO : Epoch 1933 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 2268.5 ms [2022-02-17 20:00:32 main:574] : INFO : Epoch 1934 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 2289.24 ms [2022-02-17 20:00:35 main:574] : INFO : Epoch 1935 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 2259.82 ms [2022-02-17 20:00:37 main:574] : INFO : Epoch 1936 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 2312.67 ms [2022-02-17 20:00:39 main:574] : INFO : Epoch 1937 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 2257.84 ms [2022-02-17 20:00:42 main:574] : INFO : Epoch 1938 | loss: 0.0311751 | val_loss: 0.0311828 | Time: 2311.58 ms [2022-02-17 20:00:44 main:574] : INFO : Epoch 1939 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 2322.96 ms [2022-02-17 20:00:46 main:574] : INFO : Epoch 1940 | loss: 0.0311743 | val_loss: 0.03118 | Time: 2278.29 ms [2022-02-17 20:00:49 main:574] : INFO : Epoch 1941 | loss: 0.031174 | val_loss: 0.0311831 | Time: 2333.1 ms [2022-02-17 20:00:51 main:574] : INFO : Epoch 1942 | loss: 0.031177 | val_loss: 0.0311778 | Time: 2297.5 ms [2022-02-17 20:00:53 main:574] : INFO : Epoch 1943 | loss: 0.031175 | val_loss: 0.0311838 | Time: 2300.72 ms [2022-02-17 20:00:56 main:574] : INFO : Epoch 1944 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 2344.22 ms [2022-02-17 20:00:58 main:574] : INFO : Epoch 1945 | loss: 0.031178 | val_loss: 0.0311881 | Time: 2294 ms [2022-02-17 20:01:00 main:574] : INFO : Epoch 1946 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 2434.12 ms [2022-02-17 20:01:03 main:574] : INFO : Epoch 1947 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 2347.68 ms [2022-02-17 20:01:05 main:574] : INFO : Epoch 1948 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 2266.39 ms [2022-02-17 20:01:07 main:574] : INFO : Epoch 1949 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 2312.84 ms [2022-02-17 20:01:10 main:574] : INFO : Epoch 1950 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 2304.83 ms [2022-02-17 20:01:12 main:574] : INFO : Epoch 1951 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 2327.71 ms [2022-02-17 20:01:14 main:574] : INFO : Epoch 1952 | loss: 0.0311806 | val_loss: 0.031177 | Time: 2310.97 ms [2022-02-17 20:01:17 main:574] : INFO : Epoch 1953 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 2234.83 ms [2022-02-17 20:01:19 main:574] : INFO : Epoch 1954 | loss: 0.0311769 | val_loss: 0.031177 | Time: 2255 ms [2022-02-17 20:01:21 main:574] : INFO : Epoch 1955 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 2218.75 ms [2022-02-17 20:01:23 main:574] : INFO : Epoch 1956 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 2303.57 ms [2022-02-17 20:01:26 main:574] : INFO : Epoch 1957 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 2267.64 ms [2022-02-17 20:01:28 main:574] : INFO : Epoch 1958 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 2147.97 ms [2022-02-17 20:01:30 main:574] : INFO : Epoch 1959 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 2245.77 ms [2022-02-17 20:01:32 main:574] : INFO : Epoch 1960 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 2298.39 ms [2022-02-17 20:01:35 main:574] : INFO : Epoch 1961 | loss: 0.031176 | val_loss: 0.0311785 | Time: 2306.21 ms [2022-02-17 20:01:37 main:574] : INFO : Epoch 1962 | loss: 0.0311746 | val_loss: 0.031182 | Time: 2282.24 ms [2022-02-17 20:01:39 main:574] : INFO : Epoch 1963 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 2301.51 ms [2022-02-17 20:01:42 main:574] : INFO : Epoch 1964 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 2378.55 ms [2022-02-17 20:01:44 main:574] : INFO : Epoch 1965 | loss: 0.0311757 | val_loss: 0.0311784 | Time: 2264.02 ms [2022-02-17 20:01:46 main:574] : INFO : Epoch 1966 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 2378.86 ms [2022-02-17 20:01:49 main:574] : INFO : Epoch 1967 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 2271.23 ms [2022-02-17 20:01:51 main:574] : INFO : Epoch 1968 | loss: 0.0311745 | val_loss: 0.0311849 | Time: 2349.7 ms [2022-02-17 20:01:53 main:574] : INFO : Epoch 1969 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 2270.77 ms [2022-02-17 20:01:56 main:574] : INFO : Epoch 1970 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 2332.53 ms [2022-02-17 20:01:58 main:574] : INFO : Epoch 1971 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2190.27 ms [2022-02-17 20:02:00 main:574] : INFO : Epoch 1972 | loss: 0.031177 | val_loss: 0.0311789 | Time: 2454.49 ms [2022-02-17 20:02:03 main:574] : INFO : Epoch 1973 | loss: 0.0311743 | val_loss: 0.031181 | Time: 2320.29 ms [2022-02-17 20:02:05 main:574] : INFO : Epoch 1974 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 2321.18 ms [2022-02-17 20:02:07 main:574] : INFO : Epoch 1975 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 2244.3 ms [2022-02-17 20:02:10 main:574] : INFO : Epoch 1976 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 2325.09 ms [2022-02-17 20:02:12 main:574] : INFO : Epoch 1977 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 2310.03 ms [2022-02-17 20:02:14 main:574] : INFO : Epoch 1978 | loss: 0.031178 | val_loss: 0.0311812 | Time: 2334.29 ms [2022-02-17 20:02:17 main:574] : INFO : Epoch 1979 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 2372.2 ms [2022-02-17 20:02:19 main:574] : INFO : Epoch 1980 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 2276.11 ms [2022-02-17 20:02:21 main:574] : INFO : Epoch 1981 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 2287.1 ms [2022-02-17 20:02:23 main:574] : INFO : Epoch 1982 | loss: 0.0311789 | val_loss: 0.0311795 | Time: 2322.52 ms [2022-02-17 20:02:26 main:574] : INFO : Epoch 1983 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 2381.17 ms [2022-02-17 20:02:28 main:574] : INFO : Epoch 1984 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 2231.44 ms [2022-02-17 20:02:30 main:574] : INFO : Epoch 1985 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 2348.76 ms [2022-02-17 20:02:33 main:574] : INFO : Epoch 1986 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 2446.99 ms [2022-02-17 20:02:35 main:574] : INFO : Epoch 1987 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2195.23 ms [2022-02-17 20:02:37 main:574] : INFO : Epoch 1988 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 2245.09 ms [2022-02-17 20:02:40 main:574] : INFO : Epoch 1989 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 2274.99 ms [2022-02-17 20:02:42 main:574] : INFO : Epoch 1990 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 2280.76 ms [2022-02-17 20:02:44 main:574] : INFO : Epoch 1991 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 2274.25 ms [2022-02-17 20:02:47 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311846 | Time: 2282.7 ms [2022-02-17 20:02:49 main:574] : INFO : Epoch 1993 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 2298.44 ms [2022-02-17 20:02:51 main:574] : INFO : Epoch 1994 | loss: 0.031177 | val_loss: 0.0311852 | Time: 2183.06 ms [2022-02-17 20:02:54 main:574] : INFO : Epoch 1995 | loss: 0.0311785 | val_loss: 0.031184 | Time: 2424.36 ms [2022-02-17 20:02:56 main:574] : INFO : Epoch 1996 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 2325.1 ms [2022-02-17 20:02:58 main:574] : INFO : Epoch 1997 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 2258.15 ms [2022-02-17 20:03:00 main:574] : INFO : Epoch 1998 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 2334.49 ms [2022-02-17 20:03:03 main:574] : INFO : Epoch 1999 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2291.82 ms [2022-02-17 20:03:05 main:574] : INFO : Epoch 2000 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 2184.84 ms [2022-02-17 20:03:07 main:574] : INFO : Epoch 2001 | loss: 0.0311763 | val_loss: 0.031188 | Time: 2223.11 ms [2022-02-17 20:03:10 main:574] : INFO : Epoch 2002 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 2368.7 ms [2022-02-17 20:03:12 main:574] : INFO : Epoch 2003 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 2217.26 ms [2022-02-17 20:03:14 main:574] : INFO : Epoch 2004 | loss: 0.031176 | val_loss: 0.0311821 | Time: 2344.54 ms [2022-02-17 20:03:16 main:574] : INFO : Epoch 2005 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 2264.94 ms [2022-02-17 20:03:19 main:574] : INFO : Epoch 2006 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2289.03 ms [2022-02-17 20:03:21 main:574] : INFO : Epoch 2007 | loss: 0.0311746 | val_loss: 0.0311847 | Time: 2268.01 ms [2022-02-17 20:03:23 main:574] : INFO : Epoch 2008 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 2334 ms [2022-02-17 20:03:26 main:574] : INFO : Epoch 2009 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 2288.15 ms [2022-02-17 20:03:28 main:574] : INFO : Epoch 2010 | loss: 0.0311735 | val_loss: 0.0311806 | Time: 2305.82 ms [2022-02-17 20:03:30 main:574] : INFO : Epoch 2011 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2207.45 ms [2022-02-17 20:03:33 main:574] : INFO : Epoch 2012 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 2267.15 ms [2022-02-17 20:03:35 main:574] : INFO : Epoch 2013 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 2253.74 ms [2022-02-17 20:03:37 main:574] : INFO : Epoch 2014 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 2226.93 ms [2022-02-17 20:03:39 main:574] : INFO : Epoch 2015 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 2311.21 ms [2022-02-17 20:03:42 main:574] : INFO : Epoch 2016 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 2335.27 ms [2022-02-17 20:03:44 main:574] : INFO : Epoch 2017 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 2276.19 ms [2022-02-17 20:03:46 main:574] : INFO : Epoch 2018 | loss: 0.0311747 | val_loss: 0.0311829 | Time: 2341.66 ms [2022-02-17 20:03:49 main:574] : INFO : Epoch 2019 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 2336 ms [2022-02-17 20:03:51 main:574] : INFO : Epoch 2020 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 2230.17 ms [2022-02-17 20:03:53 main:574] : INFO : Epoch 2021 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 2264.29 ms [2022-02-17 20:03:56 main:574] : INFO : Epoch 2022 | loss: 0.031174 | val_loss: 0.0311815 | Time: 2339.11 ms [2022-02-17 20:03:58 main:574] : INFO : Epoch 2023 | loss: 0.0311746 | val_loss: 0.031183 | Time: 2161.75 ms [2022-02-17 20:04:00 main:574] : INFO : Epoch 2024 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 2256.02 ms [2022-02-17 20:04:02 main:574] : INFO : Epoch 2025 | loss: 0.0311755 | val_loss: 0.0311845 | Time: 2198.23 ms [2022-02-17 20:04:05 main:574] : INFO : Epoch 2026 | loss: 0.0311766 | val_loss: 0.031184 | Time: 2413.14 ms [2022-02-17 20:04:07 main:574] : INFO : Epoch 2027 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 2292.58 ms [2022-02-17 20:04:09 main:574] : INFO : Epoch 2028 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2210.79 ms [2022-02-17 20:04:11 main:574] : INFO : Epoch 2029 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 2229.54 ms [2022-02-17 20:04:14 main:574] : INFO : Epoch 2030 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 2323.48 ms [2022-02-17 20:04:16 main:574] : INFO : Epoch 2031 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 2270.41 ms [2022-02-17 20:04:18 main:574] : INFO : Epoch 2032 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 2231.6 ms [2022-02-17 20:04:21 main:574] : INFO : Epoch 2033 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 2291.16 ms [2022-02-17 20:04:23 main:574] : INFO : Epoch 2034 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 2265.58 ms [2022-02-17 20:04:25 main:574] : INFO : Epoch 2035 | loss: 0.0311733 | val_loss: 0.0311839 | Time: 2312.24 ms [2022-02-17 20:04:27 main:574] : INFO : Epoch 2036 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 2292.41 ms [2022-02-17 20:04:30 main:574] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 2373.42 ms [2022-02-17 20:04:32 main:574] : INFO : Epoch 2038 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 2302.05 ms [2022-02-17 20:04:35 main:574] : INFO : Epoch 2039 | loss: 0.0311734 | val_loss: 0.0311868 | Time: 2364.5 ms [2022-02-17 20:04:37 main:574] : INFO : Epoch 2040 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 2371.97 ms [2022-02-17 20:04:39 main:574] : INFO : Epoch 2041 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 2224.34 ms [2022-02-17 20:04:41 main:574] : INFO : Epoch 2042 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2265.66 ms [2022-02-17 20:04:44 main:574] : INFO : Epoch 2043 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2268.96 ms [2022-02-17 20:04:46 main:574] : INFO : Epoch 2044 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 2293.47 ms [2022-02-17 20:04:48 main:574] : INFO : Epoch 2045 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 2323.32 ms [2022-02-17 20:04:51 main:574] : INFO : Epoch 2046 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 2291.12 ms [2022-02-17 20:04:53 main:574] : INFO : Epoch 2047 | loss: 0.0311726 | val_loss: 0.031182 | Time: 2261.06 ms [2022-02-17 20:04:55 main:574] : INFO : Epoch 2048 | loss: 0.0311728 | val_loss: 0.0311886 | Time: 2314.63 ms [2022-02-17 20:04:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311886 [2022-02-17 20:04:55 main:603] : INFO : Saving end state to config to file [2022-02-17 20:04:55 main:608] : INFO : Success, exiting.. 20:04:55 (5412): 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)