Task 14364466
| Name | ParityModified-1647044615-25274-3-0_0 |
| Workunit | 11411664 |
| Created | 4 Apr 2022, 20:24:11 UTC |
| Sent | 10 Apr 2022, 21:29:08 UTC |
| Report deadline | 18 Apr 2022, 21:29:08 UTC |
| Received | 11 Apr 2022, 12:29:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 17 min 26 sec |
| CPU time | 1 hours 16 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.031158 | val_loss: 0.0311774 | Time: 2112.82 ms [2022-04-11 08:04:45 main:574] : INFO : Epoch 1543 | loss: 0.0311595 | val_loss: 0.031174 | Time: 2224.16 ms [2022-04-11 08:04:47 main:574] : INFO : Epoch 1544 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 2129.41 ms [2022-04-11 08:04:50 main:574] : INFO : Epoch 1545 | loss: 0.0311595 | val_loss: 0.0311754 | Time: 2310.71 ms [2022-04-11 08:04:52 main:574] : INFO : Epoch 1546 | loss: 0.0311591 | val_loss: 0.0311784 | Time: 2177.15 ms [2022-04-11 08:04:54 main:574] : INFO : Epoch 1547 | loss: 0.0311601 | val_loss: 0.0311845 | Time: 2270.66 ms [2022-04-11 08:04:56 main:574] : INFO : Epoch 1548 | loss: 0.0311626 | val_loss: 0.0311912 | Time: 2153.59 ms [2022-04-11 08:04:59 main:574] : INFO : Epoch 1549 | loss: 0.0311637 | val_loss: 0.0311852 | Time: 2214.78 ms [2022-04-11 08:05:01 main:574] : INFO : Epoch 1550 | loss: 0.031163 | val_loss: 0.031179 | Time: 2282.09 ms [2022-04-11 08:05:03 main:574] : INFO : Epoch 1551 | loss: 0.0311602 | val_loss: 0.0311768 | Time: 2303.95 ms [2022-04-11 08:05:05 main:574] : INFO : Epoch 1552 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 2292.83 ms [2022-04-11 08:05:08 main:574] : INFO : Epoch 1553 | loss: 0.0311586 | val_loss: 0.0311854 | Time: 2159.64 ms [2022-04-11 08:05:10 main:574] : INFO : Epoch 1554 | loss: 0.0311602 | val_loss: 0.0311834 | Time: 2308.63 ms [2022-04-11 08:05:12 main:574] : INFO : Epoch 1555 | loss: 0.0311566 | val_loss: 0.031181 | Time: 2353.42 ms [2022-04-11 08:05:14 main:574] : INFO : Epoch 1556 | loss: 0.0311588 | val_loss: 0.0311792 | Time: 2240.76 ms [2022-04-11 08:05:17 main:574] : INFO : Epoch 1557 | loss: 0.0311633 | val_loss: 0.0311903 | Time: 2231.09 ms [2022-04-11 08:05:19 main:574] : INFO : Epoch 1558 | loss: 0.0311611 | val_loss: 0.0311823 | Time: 2255.49 ms [2022-04-11 08:05:21 main:574] : INFO : Epoch 1559 | loss: 0.0311596 | val_loss: 0.0311788 | Time: 2213.91 ms [2022-04-11 08:05:23 main:574] : INFO : Epoch 1560 | loss: 0.0311581 | val_loss: 0.0311849 | Time: 2214.64 ms [2022-04-11 08:05:26 main:574] : INFO : Epoch 1561 | loss: 0.0311576 | val_loss: 0.0311807 | Time: 2166.12 ms [2022-04-11 08:05:28 main:574] : INFO : Epoch 1562 | loss: 0.0311569 | val_loss: 0.0311806 | Time: 2137.62 ms [2022-04-11 08:05:30 main:574] : INFO : Epoch 1563 | loss: 0.0311584 | val_loss: 0.0311823 | Time: 2233.99 ms [2022-04-11 08:05:32 main:574] : INFO : Epoch 1564 | loss: 0.0311585 | val_loss: 0.0311807 | Time: 2235.57 ms [2022-04-11 08:05:35 main:574] : INFO : Epoch 1565 | loss: 0.0311574 | val_loss: 0.0311791 | Time: 2268.35 ms [2022-04-11 08:05:37 main:574] : INFO : Epoch 1566 | loss: 0.0311567 | val_loss: 0.0311817 | Time: 2229.72 ms [2022-04-11 08:05:39 main:574] : INFO : Epoch 1567 | loss: 0.0311569 | val_loss: 0.0311847 | Time: 2208.75 ms [2022-04-11 08:05:41 main:574] : INFO : Epoch 1568 | loss: 0.0311556 | val_loss: 0.0311816 | Time: 2335.67 ms [2022-04-11 08:05:43 main:574] : INFO : Epoch 1569 | loss: 0.0311556 | val_loss: 0.0311839 | Time: 2145.99 ms [2022-04-11 08:05:46 main:574] : INFO : Epoch 1570 | loss: 0.0311571 | val_loss: 0.0311826 | Time: 2208.9 ms [2022-04-11 08:05:48 main:574] : INFO : Epoch 1571 | loss: 0.031158 | val_loss: 0.0311793 | Time: 2305.03 ms [2022-04-11 08:05:50 main:574] : INFO : Epoch 1572 | loss: 0.0311573 | val_loss: 0.0311843 | Time: 2169.82 ms [2022-04-11 08:05:52 main:574] : INFO : Epoch 1573 | loss: 0.0311574 | val_loss: 0.0311808 | Time: 2297.9 ms [2022-04-11 08:05:55 main:574] : INFO : Epoch 1574 | loss: 0.0311546 | val_loss: 0.0311798 | Time: 2210.15 ms [2022-04-11 08:05:57 main:574] : INFO : Epoch 1575 | loss: 0.031156 | val_loss: 0.0311754 | Time: 2336.49 ms [2022-04-11 08:05:59 main:574] : INFO : Epoch 1576 | loss: 0.0311577 | val_loss: 0.0311781 | Time: 2247.29 ms [2022-04-11 08:06:02 main:574] : INFO : Epoch 1577 | loss: 0.0311573 | val_loss: 0.0311733 | Time: 2270.15 ms [2022-04-11 08:06:04 main:574] : INFO : Epoch 1578 | loss: 0.0311585 | val_loss: 0.0311787 | Time: 2139.02 ms [2022-04-11 08:06:06 main:574] : INFO : Epoch 1579 | loss: 0.0311572 | val_loss: 0.031172 | Time: 2331.19 ms [2022-04-11 08:06:08 main:574] : INFO : Epoch 1580 | loss: 0.0311565 | val_loss: 0.0311729 | Time: 2212.09 ms [2022-04-11 08:06:11 main:574] : INFO : Epoch 1581 | loss: 0.0311556 | val_loss: 0.0311734 | Time: 2321.65 ms [2022-04-11 08:06:13 main:574] : INFO : Epoch 1582 | loss: 0.0311575 | val_loss: 0.0311742 | Time: 2156.82 ms [2022-04-11 08:06:15 main:574] : INFO : Epoch 1583 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 2196.2 ms [2022-04-11 08:06:17 main:574] : INFO : Epoch 1584 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 2190.43 ms [2022-04-11 08:06:19 main:574] : INFO : Epoch 1585 | loss: 0.031159 | val_loss: 0.0311735 | Time: 2212.36 ms [2022-04-11 08:06:21 main:574] : INFO : Epoch 1586 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 2131.27 ms [2022-04-11 08:06:24 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311754 | Time: 2230.45 ms [2022-04-11 08:06:26 main:574] : INFO : Epoch 1588 | loss: 0.0311591 | val_loss: 0.0311741 | Time: 2156.06 ms [2022-04-11 08:06:28 main:574] : INFO : Epoch 1589 | loss: 0.031158 | val_loss: 0.0311777 | Time: 2159.23 ms [2022-04-11 08:06:30 main:574] : INFO : Epoch 1590 | loss: 0.0311589 | val_loss: 0.0311753 | Time: 2208.94 ms [2022-04-11 08:06:32 main:574] : INFO : Epoch 1591 | loss: 0.0311588 | val_loss: 0.0311814 | Time: 2243.36 ms [2022-04-11 08:06:35 main:574] : INFO : Epoch 1592 | loss: 0.0311587 | val_loss: 0.0311725 | Time: 2205.89 ms [2022-04-11 08:06:37 main:574] : INFO : Epoch 1593 | loss: 0.0311584 | val_loss: 0.0311777 | Time: 2248.24 ms [2022-04-11 08:06:39 main:574] : INFO : Epoch 1594 | loss: 0.03116 | val_loss: 0.0311736 | Time: 2263.04 ms [2022-04-11 08:06:41 main:574] : INFO : Epoch 1595 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 2169.25 ms [2022-04-11 08:06:44 main:574] : INFO : Epoch 1596 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 2186.84 ms [2022-04-11 08:06:46 main:574] : INFO : Epoch 1597 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 2254.51 ms [2022-04-11 08:06:48 main:574] : INFO : Epoch 1598 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 2204.49 ms [2022-04-11 08:06:50 main:574] : INFO : Epoch 1599 | loss: 0.0311571 | val_loss: 0.031175 | Time: 2312.17 ms [2022-04-11 08:06:53 main:574] : INFO : Epoch 1600 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 2331.18 ms [2022-04-11 08:06:55 main:574] : INFO : Epoch 1601 | loss: 0.0311584 | val_loss: 0.0311757 | Time: 2121.04 ms [2022-04-11 08:06:57 main:574] : INFO : Epoch 1602 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 2238.6 ms [2022-04-11 08:06:59 main:574] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311726 | Time: 2209.97 ms [2022-04-11 08:07:02 main:574] : INFO : Epoch 1604 | loss: 0.0311577 | val_loss: 0.0311734 | Time: 2281.05 ms [2022-04-11 08:07:04 main:574] : INFO : Epoch 1605 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 2355.6 ms [2022-04-11 08:07:06 main:574] : INFO : Epoch 1606 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 2245.68 ms [2022-04-11 08:07:09 main:574] : INFO : Epoch 1607 | loss: 0.0311589 | val_loss: 0.031172 | Time: 2350.82 ms [2022-04-11 08:07:11 main:574] : INFO : Epoch 1608 | loss: 0.0311587 | val_loss: 0.0311757 | Time: 2247.39 ms [2022-04-11 08:07:13 main:574] : INFO : Epoch 1609 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 2284.16 ms [2022-04-11 08:07:15 main:574] : INFO : Epoch 1610 | loss: 0.031158 | val_loss: 0.0311731 | Time: 2174.45 ms [2022-04-11 08:07:18 main:574] : INFO : Epoch 1611 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 2321.94 ms [2022-04-11 08:07:20 main:574] : INFO : Epoch 1612 | loss: 0.0311597 | val_loss: 0.031171 | Time: 2121.74 ms [2022-04-11 08:07:22 main:574] : INFO : Epoch 1613 | loss: 0.0311587 | val_loss: 0.0311729 | Time: 2286.01 ms [2022-04-11 08:07:24 main:574] : INFO : Epoch 1614 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 2266.21 ms [2022-04-11 08:07:26 main:574] : INFO : Epoch 1615 | loss: 0.0311565 | val_loss: 0.0311722 | Time: 2168.58 ms [2022-04-11 08:07:29 main:574] : INFO : Epoch 1616 | loss: 0.0311572 | val_loss: 0.0311752 | Time: 2151.7 ms [2022-04-11 08:07:31 main:574] : INFO : Epoch 1617 | loss: 0.0311583 | val_loss: 0.0311766 | Time: 2213.64 ms [2022-04-11 08:07:33 main:574] : INFO : Epoch 1618 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 2251.83 ms [2022-04-11 08:07:35 main:574] : INFO : Epoch 1619 | loss: 0.0311573 | val_loss: 0.0311753 | Time: 2264.14 ms [2022-04-11 08:07:38 main:574] : INFO : Epoch 1620 | loss: 0.0311571 | val_loss: 0.0311747 | Time: 2280.87 ms [2022-04-11 08:07:40 main:574] : INFO : Epoch 1621 | loss: 0.0311593 | val_loss: 0.0311715 | Time: 2234.35 ms [2022-04-11 08:07:42 main:574] : INFO : Epoch 1622 | loss: 0.0311577 | val_loss: 0.0311727 | Time: 2351.65 ms [2022-04-11 08:07:44 main:574] : INFO : Epoch 1623 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 2237.31 ms [2022-04-11 08:07:47 main:574] : INFO : Epoch 1624 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 2148.19 ms [2022-04-11 08:07:49 main:574] : INFO : Epoch 1625 | loss: 0.0311555 | val_loss: 0.0311722 | Time: 2247.05 ms [2022-04-11 08:07:51 main:574] : INFO : Epoch 1626 | loss: 0.0311558 | val_loss: 0.0311725 | Time: 2257.32 ms [2022-04-11 08:07:53 main:574] : INFO : Epoch 1627 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 2214.12 ms [2022-04-11 08:07:56 main:574] : INFO : Epoch 1628 | loss: 0.0311579 | val_loss: 0.0311734 | Time: 2429.27 ms [2022-04-11 08:07:58 main:574] : INFO : Epoch 1629 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 2202.1 ms [2022-04-11 08:08:00 main:574] : INFO : Epoch 1630 | loss: 0.0311567 | val_loss: 0.0311718 | Time: 2201.89 ms [2022-04-11 08:08:02 main:574] : INFO : Epoch 1631 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 2258.48 ms [2022-04-11 08:08:05 main:574] : INFO : Epoch 1632 | loss: 0.0311567 | val_loss: 0.03117 | Time: 2178.97 ms [2022-04-11 08:08:07 main:574] : INFO : Epoch 1633 | loss: 0.0311578 | val_loss: 0.0311786 | Time: 2295.89 ms [2022-04-11 08:08:09 main:574] : INFO : Epoch 1634 | loss: 0.0311651 | val_loss: 0.0312471 | Time: 2275.69 ms [2022-04-11 08:08:11 main:574] : INFO : Epoch 1635 | loss: 0.0322353 | val_loss: 0.0318899 | Time: 2239.12 ms [2022-04-11 08:08:14 main:574] : INFO : Epoch 1636 | loss: 0.0326691 | val_loss: 0.0319395 | Time: 2249 ms [2022-04-11 08:08:16 main:574] : INFO : Epoch 1637 | loss: 0.0314077 | val_loss: 0.0312668 | Time: 2274.34 ms [2022-04-11 08:08:18 main:574] : INFO : Epoch 1638 | loss: 0.031234 | val_loss: 0.0312047 | Time: 2280 ms [2022-04-11 08:08:20 main:574] : INFO : Epoch 1639 | loss: 0.0312024 | val_loss: 0.0312012 | Time: 2161.61 ms [2022-04-11 08:08:23 main:574] : INFO : Epoch 1640 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 2157.08 ms [2022-04-11 08:08:25 main:574] : INFO : Epoch 1641 | loss: 0.0311942 | val_loss: 0.0312115 | Time: 2232.57 ms [2022-04-11 08:08:27 main:574] : INFO : Epoch 1642 | loss: 0.0311931 | val_loss: 0.0311877 | Time: 2215.82 ms [2022-04-11 08:08:29 main:574] : INFO : Epoch 1643 | loss: 0.0311868 | val_loss: 0.0311836 | Time: 2213.55 ms [2022-04-11 08:08:31 main:574] : INFO : Epoch 1644 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 2175.6 ms [2022-04-11 08:08:34 main:574] : INFO : Epoch 1645 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 2223.49 ms [2022-04-11 08:08:36 main:574] : INFO : Epoch 1646 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 2347.5 ms [2022-04-11 08:08:38 main:574] : INFO : Epoch 1647 | loss: 0.0311766 | val_loss: 0.031176 | Time: 2249.36 ms [2022-04-11 08:08:41 main:574] : INFO : Epoch 1648 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 2356.24 ms [2022-04-11 08:08:43 main:574] : INFO : Epoch 1649 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 2130.26 ms [2022-04-11 08:08:45 main:574] : INFO : Epoch 1650 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 2244.78 ms [2022-04-11 08:08:47 main:574] : INFO : Epoch 1651 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 2165.81 ms [2022-04-11 08:08:49 main:574] : INFO : Epoch 1652 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 2270.95 ms [2022-04-11 08:08:52 main:574] : INFO : Epoch 1653 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 2271.54 ms [2022-04-11 08:08:54 main:574] : INFO : Epoch 1654 | loss: 0.0311666 | val_loss: 0.0311814 | Time: 2275.39 ms [2022-04-11 08:08:56 main:574] : INFO : Epoch 1655 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 2196.37 ms [2022-04-11 08:08:59 main:574] : INFO : Epoch 1656 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 2251.52 ms [2022-04-11 08:09:01 main:574] : INFO : Epoch 1657 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 2189.29 ms [2022-04-11 08:09:03 main:574] : INFO : Epoch 1658 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 2260.51 ms [2022-04-11 08:09:05 main:574] : INFO : Epoch 1659 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 2151.81 ms [2022-04-11 08:09:07 main:574] : INFO : Epoch 1660 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 2336.17 ms [2022-04-11 08:09:10 main:574] : INFO : Epoch 1661 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 2293.67 ms [2022-04-11 08:09:12 main:574] : INFO : Epoch 1662 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 2180.13 ms [2022-04-11 08:09:14 main:574] : INFO : Epoch 1663 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 2289.46 ms [2022-04-11 08:09:17 main:574] : INFO : Epoch 1664 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 2285.73 ms [2022-04-11 08:09:19 main:574] : INFO : Epoch 1665 | loss: 0.0311598 | val_loss: 0.0311751 | Time: 2180.68 ms [2022-04-11 08:09:21 main:574] : INFO : Epoch 1666 | loss: 0.0311581 | val_loss: 0.0311723 | Time: 2266.7 ms [2022-04-11 08:09:23 main:574] : INFO : Epoch 1667 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 2117.21 ms [2022-04-11 08:09:25 main:574] : INFO : Epoch 1668 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 2167.82 ms [2022-04-11 08:09:28 main:574] : INFO : Epoch 1669 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2407.1 ms [2022-04-11 08:09:30 main:574] : INFO : Epoch 1670 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 2352.06 ms [2022-04-11 08:09:33 main:574] : INFO : Epoch 1671 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 2488.15 ms [2022-04-11 08:09:35 main:574] : INFO : Epoch 1672 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 2496.09 ms [2022-04-11 08:09:38 main:574] : INFO : Epoch 1673 | loss: 0.0311593 | val_loss: 0.031173 | Time: 2630.46 ms [2022-04-11 08:09:40 main:574] : INFO : Epoch 1674 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 2469.44 ms [2022-04-11 08:09:43 main:574] : INFO : Epoch 1675 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 2494.64 ms [2022-04-11 08:09:45 main:574] : INFO : Epoch 1676 | loss: 0.031157 | val_loss: 0.0311675 | Time: 2344.79 ms [2022-04-11 08:09:47 main:574] : INFO : Epoch 1677 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 2383.82 ms [2022-04-11 08:09:50 main:574] : INFO : Epoch 1678 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2365.16 ms [2022-04-11 08:09:52 main:574] : INFO : Epoch 1679 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 2275.4 ms [2022-04-11 08:09:54 main:574] : INFO : Epoch 1680 | loss: 0.0311586 | val_loss: 0.0311718 | Time: 2103.5 ms [2022-04-11 08:09:56 main:574] : INFO : Epoch 1681 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 2303.52 ms [2022-04-11 08:09:59 main:574] : INFO : Epoch 1682 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 2139.65 ms [2022-04-11 08:10:01 main:574] : INFO : Epoch 1683 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 2237.39 ms [2022-04-11 08:10:03 main:574] : INFO : Epoch 1684 | loss: 0.031159 | val_loss: 0.031169 | Time: 2234.88 ms [2022-04-11 08:10:05 main:574] : INFO : Epoch 1685 | loss: 0.0311572 | val_loss: 0.0311701 | Time: 2275.08 ms [2022-04-11 08:10:08 main:574] : INFO : Epoch 1686 | loss: 0.0311569 | val_loss: 0.031174 | Time: 2290.99 ms [2022-04-11 08:10:10 main:574] : INFO : Epoch 1687 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 2611.67 ms [2022-04-11 08:10:13 main:574] : INFO : Epoch 1688 | loss: 0.0311566 | val_loss: 0.0311707 | Time: 2320.05 ms [2022-04-11 08:10:15 main:574] : INFO : Epoch 1689 | loss: 0.031156 | val_loss: 0.0311715 | Time: 2243.08 ms [2022-04-11 08:10:17 main:574] : INFO : Epoch 1690 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 2247.37 ms [2022-04-11 08:10:19 main:574] : INFO : Epoch 1691 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2244.83 ms [2022-04-11 08:10:22 main:574] : INFO : Epoch 1692 | loss: 0.0311578 | val_loss: 0.031175 | Time: 2191.78 ms [2022-04-11 08:10:24 main:574] : INFO : Epoch 1693 | loss: 0.0311558 | val_loss: 0.0311714 | Time: 2387.29 ms [2022-04-11 08:10:26 main:574] : INFO : Epoch 1694 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 2357.83 ms [2022-04-11 08:10:29 main:574] : INFO : Epoch 1695 | loss: 0.0311551 | val_loss: 0.0311756 | Time: 2327.78 ms [2022-04-11 08:10:31 main:574] : INFO : Epoch 1696 | loss: 0.0311551 | val_loss: 0.0311745 | Time: 2213.49 ms [2022-04-11 08:10:33 main:574] : INFO : Epoch 1697 | loss: 0.0311552 | val_loss: 0.0311704 | Time: 2287.58 ms [2022-04-11 08:10:35 main:574] : INFO : Epoch 1698 | loss: 0.0311536 | val_loss: 0.0311736 | Time: 2242.1 ms [2022-04-11 08:10:38 main:574] : INFO : Epoch 1699 | loss: 0.0311545 | val_loss: 0.0311723 | Time: 2331.53 ms [2022-04-11 08:10:40 main:574] : INFO : Epoch 1700 | loss: 0.0311535 | val_loss: 0.0311706 | Time: 2192.39 ms [2022-04-11 08:10:42 main:574] : INFO : Epoch 1701 | loss: 0.0311535 | val_loss: 0.0311715 | Time: 2427.36 ms [2022-04-11 08:10:45 main:574] : INFO : Epoch 1702 | loss: 0.0311541 | val_loss: 0.0311754 | Time: 2186.1 ms [2022-04-11 08:10:47 main:574] : INFO : Epoch 1703 | loss: 0.0311532 | val_loss: 0.031174 | Time: 2419.94 ms [2022-04-11 08:10:49 main:574] : INFO : Epoch 1704 | loss: 0.0311559 | val_loss: 0.0311725 | Time: 2199.04 ms [2022-04-11 08:10:51 main:574] : INFO : Epoch 1705 | loss: 0.0311527 | val_loss: 0.0311734 | Time: 2256.32 ms [2022-04-11 08:10:54 main:574] : INFO : Epoch 1706 | loss: 0.0311536 | val_loss: 0.031174 | Time: 2148.13 ms [2022-04-11 08:10:56 main:574] : INFO : Epoch 1707 | loss: 0.0311523 | val_loss: 0.0311764 | Time: 2217.24 ms [2022-04-11 08:10:58 main:574] : INFO : Epoch 1708 | loss: 0.0311525 | val_loss: 0.0311734 | Time: 2199.68 ms [2022-04-11 08:11:00 main:574] : INFO : Epoch 1709 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 2316.43 ms [2022-04-11 08:11:03 main:574] : INFO : Epoch 1710 | loss: 0.031151 | val_loss: 0.0311774 | Time: 2274.84 ms [2022-04-11 08:11:05 main:574] : INFO : Epoch 1711 | loss: 0.031153 | val_loss: 0.0311729 | Time: 2497.8 ms [2022-04-11 08:11:08 main:574] : INFO : Epoch 1712 | loss: 0.0311517 | val_loss: 0.0311753 | Time: 2373.56 ms [2022-04-11 08:11:10 main:574] : INFO : Epoch 1713 | loss: 0.031153 | val_loss: 0.0311746 | Time: 2514.77 ms [2022-04-11 08:11:13 main:574] : INFO : Epoch 1714 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 2538.36 ms [2022-04-11 08:11:15 main:574] : INFO : Epoch 1715 | loss: 0.0311533 | val_loss: 0.0311745 | Time: 2475.93 ms [2022-04-11 08:11:18 main:574] : INFO : Epoch 1716 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 2598.08 ms [2022-04-11 08:11:20 main:574] : INFO : Epoch 1717 | loss: 0.0311548 | val_loss: 0.0311751 | Time: 2323.7 ms [2022-04-11 08:11:22 main:574] : INFO : Epoch 1718 | loss: 0.0311573 | val_loss: 0.0311765 | Time: 2457.74 ms [2022-04-11 08:11:25 main:574] : INFO : Epoch 1719 | loss: 0.0311593 | val_loss: 0.0311737 | Time: 2400.45 ms [2022-04-11 08:11:27 main:574] : INFO : Epoch 1720 | loss: 0.0311592 | val_loss: 0.0311776 | Time: 2177.64 ms [2022-04-11 08:11:29 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 2379.05 ms [2022-04-11 08:11:32 main:574] : INFO : Epoch 1722 | loss: 0.0311594 | val_loss: 0.031174 | Time: 2246.2 ms [2022-04-11 08:11:34 main:574] : INFO : Epoch 1723 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 2134.08 ms [2022-04-11 08:11:36 main:574] : INFO : Epoch 1724 | loss: 0.0311566 | val_loss: 0.0311721 | Time: 2322.84 ms [2022-04-11 08:11:39 main:574] : INFO : Epoch 1725 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 2389.74 ms [2022-04-11 08:11:41 main:574] : INFO : Epoch 1726 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 2221.2 ms [2022-04-11 08:11:43 main:574] : INFO : Epoch 1727 | loss: 0.0311545 | val_loss: 0.03117 | Time: 2319.49 ms [2022-04-11 08:11:45 main:574] : INFO : Epoch 1728 | loss: 0.0311537 | val_loss: 0.0311705 | Time: 2254.54 ms [2022-04-11 08:11:48 main:574] : INFO : Epoch 1729 | loss: 0.0311542 | val_loss: 0.0311734 | Time: 2446.44 ms [2022-04-11 08:11:50 main:574] : INFO : Epoch 1730 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 2225.2 ms [2022-04-11 08:11:52 main:574] : INFO : Epoch 1731 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 2333.74 ms [2022-04-11 08:11:55 main:574] : INFO : Epoch 1732 | loss: 0.0311548 | val_loss: 0.0311754 | Time: 2308.02 ms [2022-04-11 08:11:57 main:574] : INFO : Epoch 1733 | loss: 0.0311576 | val_loss: 0.031176 | Time: 2329.54 ms [2022-04-11 08:11:59 main:574] : INFO : Epoch 1734 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 2130.91 ms [2022-04-11 08:12:01 main:574] : INFO : Epoch 1735 | loss: 0.0311578 | val_loss: 0.0311732 | Time: 2282.09 ms [2022-04-11 08:12:04 main:574] : INFO : Epoch 1736 | loss: 0.0311565 | val_loss: 0.0311719 | Time: 2231.41 ms [2022-04-11 08:12:06 main:574] : INFO : Epoch 1737 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 2306.42 ms [2022-04-11 08:12:08 main:574] : INFO : Epoch 1738 | loss: 0.0311602 | val_loss: 0.0311789 | Time: 2215.15 ms [2022-04-11 08:12:11 main:574] : INFO : Epoch 1739 | loss: 0.03116 | val_loss: 0.0311717 | Time: 2315.91 ms [2022-04-11 08:12:13 main:574] : INFO : Epoch 1740 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 2210.82 ms [2022-04-11 08:12:15 main:574] : INFO : Epoch 1741 | loss: 0.0311583 | val_loss: 0.0311748 | Time: 2198.87 ms [2022-04-11 08:12:17 main:574] : INFO : Epoch 1742 | loss: 0.0311578 | val_loss: 0.0311716 | Time: 2175.83 ms [2022-04-11 08:12:19 main:574] : INFO : Epoch 1743 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 2253.32 ms [2022-04-11 08:12:22 main:574] : INFO : Epoch 1744 | loss: 0.0311569 | val_loss: 0.0311744 | Time: 2247.3 ms [2022-04-11 08:12:24 main:574] : INFO : Epoch 1745 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 2326.3 ms [2022-04-11 08:12:26 main:574] : INFO : Epoch 1746 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2368.91 ms [2022-04-11 08:12:29 main:574] : INFO : Epoch 1747 | loss: 0.0311567 | val_loss: 0.0311715 | Time: 2230.03 ms [2022-04-11 08:12:31 main:574] : INFO : Epoch 1748 | loss: 0.0311568 | val_loss: 0.0311671 | Time: 2158.54 ms [2022-04-11 08:12:33 main:574] : INFO : Epoch 1749 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 2207.12 ms [2022-04-11 08:12:35 main:574] : INFO : Epoch 1750 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 2362.88 ms [2022-04-11 08:12:37 main:574] : INFO : Epoch 1751 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 2147.13 ms [2022-04-11 08:12:40 main:574] : INFO : Epoch 1752 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 2144.86 ms [2022-04-11 08:12:42 main:574] : INFO : Epoch 1753 | loss: 0.031158 | val_loss: 0.0311703 | Time: 2180.79 ms [2022-04-11 08:12:44 main:574] : INFO : Epoch 1754 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 2373.54 ms [2022-04-11 08:12:47 main:574] : INFO : Epoch 1755 | loss: 0.0311565 | val_loss: 0.0311714 | Time: 2319.58 ms [2022-04-11 08:12:49 main:574] : INFO : Epoch 1756 | loss: 0.0311556 | val_loss: 0.0311705 | Time: 2220.39 ms [2022-04-11 08:12:51 main:574] : INFO : Epoch 1757 | loss: 0.0311548 | val_loss: 0.0311716 | Time: 2473.16 ms [2022-04-11 08:12:54 main:574] : INFO : Epoch 1758 | loss: 0.0311566 | val_loss: 0.0311727 | Time: 2467.34 ms [2022-04-11 08:12:56 main:574] : INFO : Epoch 1759 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 2367.54 ms [2022-04-11 08:12:58 main:574] : INFO : Epoch 1760 | loss: 0.031167 | val_loss: 0.0311729 | Time: 2395.44 ms [2022-04-11 08:13:01 main:574] : INFO : Epoch 1761 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 2450.99 ms [2022-04-11 08:13:03 main:574] : INFO : Epoch 1762 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 2260.48 ms [2022-04-11 08:13:05 main:574] : INFO : Epoch 1763 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2230.17 ms [2022-04-11 08:13:08 main:574] : INFO : Epoch 1764 | loss: 0.0311632 | val_loss: 0.0311747 | Time: 2161.81 ms [2022-04-11 08:13:10 main:574] : INFO : Epoch 1765 | loss: 0.0311616 | val_loss: 0.0311738 | Time: 2242.23 ms [2022-04-11 08:13:12 main:574] : INFO : Epoch 1766 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 2166.88 ms [2022-04-11 08:13:14 main:574] : INFO : Epoch 1767 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 2314.79 ms [2022-04-11 08:13:17 main:574] : INFO : Epoch 1768 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 2245.45 ms [2022-04-11 08:13:19 main:574] : INFO : Epoch 1769 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 2284.78 ms [2022-04-11 08:13:21 main:574] : INFO : Epoch 1770 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 2242.36 ms [2022-04-11 08:13:23 main:574] : INFO : Epoch 1771 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 2303.35 ms [2022-04-11 08:13:26 main:574] : INFO : Epoch 1772 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 2320.22 ms [2022-04-11 08:13:28 main:574] : INFO : Epoch 1773 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 2199.06 ms [2022-04-11 08:13:30 main:574] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 2209.11 ms [2022-04-11 08:13:32 main:574] : INFO : Epoch 1775 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 2317.29 ms [2022-04-11 08:13:35 main:574] : INFO : Epoch 1776 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 2174.84 ms [2022-04-11 08:13:37 main:574] : INFO : Epoch 1777 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2283.72 ms [2022-04-11 08:13:39 main:574] : INFO : Epoch 1778 | loss: 0.0311676 | val_loss: 0.031179 | Time: 2234.22 ms [2022-04-11 08:13:41 main:574] : INFO : Epoch 1779 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 2250.56 ms [2022-04-11 08:13:44 main:574] : INFO : Epoch 1780 | loss: 0.031167 | val_loss: 0.0311742 | Time: 2333.84 ms [2022-04-11 08:13:46 main:574] : INFO : Epoch 1781 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 2155.7 ms [2022-04-11 08:13:48 main:574] : INFO : Epoch 1782 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 2170.47 ms [2022-04-11 08:13:50 main:574] : INFO : Epoch 1783 | loss: 0.031164 | val_loss: 0.0311765 | Time: 2333.54 ms [2022-04-11 08:13:53 main:574] : INFO : Epoch 1784 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 2215.62 ms [2022-04-11 08:13:55 main:574] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.0311789 | Time: 2269.5 ms [2022-04-11 08:13:57 main:574] : INFO : Epoch 1786 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 2242.69 ms [2022-04-11 08:13:59 main:574] : INFO : Epoch 1787 | loss: 0.0311617 | val_loss: 0.031173 | Time: 2276.69 ms [2022-04-11 08:14:02 main:574] : INFO : Epoch 1788 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 2251.97 ms [2022-04-11 08:14:04 main:574] : INFO : Epoch 1789 | loss: 0.0311601 | val_loss: 0.031171 | Time: 2316.31 ms [2022-04-11 08:14:06 main:574] : INFO : Epoch 1790 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 2361.72 ms [2022-04-11 08:14:09 main:574] : INFO : Epoch 1791 | loss: 0.0311595 | val_loss: 0.0311741 | Time: 2250.62 ms [2022-04-11 08:14:11 main:574] : INFO : Epoch 1792 | loss: 0.0311588 | val_loss: 0.0311774 | Time: 2216.82 ms [2022-04-11 08:14:13 main:574] : INFO : Epoch 1793 | loss: 0.0311584 | val_loss: 0.0311742 | Time: 2338.7 ms [2022-04-11 08:14:16 main:574] : INFO : Epoch 1794 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 2252.24 ms [2022-04-11 08:14:18 main:574] : INFO : Epoch 1795 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 2112.8 ms [2022-04-11 08:14:20 main:574] : INFO : Epoch 1796 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 2209.23 ms [2022-04-11 08:14:22 main:574] : INFO : Epoch 1797 | loss: 0.031158 | val_loss: 0.0311751 | Time: 2208.02 ms [2022-04-11 08:14:24 main:574] : INFO : Epoch 1798 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 2254.12 ms [2022-04-11 08:14:27 main:574] : INFO : Epoch 1799 | loss: 0.0311578 | val_loss: 0.0311745 | Time: 2295.16 ms [2022-04-11 08:14:29 main:574] : INFO : Epoch 1800 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 2229.72 ms [2022-04-11 08:14:31 main:574] : INFO : Epoch 1801 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 2186.91 ms [2022-04-11 08:14:33 main:574] : INFO : Epoch 1802 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 2236.98 ms [2022-04-11 08:14:35 main:574] : INFO : Epoch 1803 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 2211.03 ms [2022-04-11 08:14:38 main:574] : INFO : Epoch 1804 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 2346.27 ms [2022-04-11 08:14:40 main:574] : INFO : Epoch 1805 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 2332.69 ms [2022-04-11 08:14:42 main:574] : INFO : Epoch 1806 | loss: 0.0311566 | val_loss: 0.0311716 | Time: 2255.15 ms [2022-04-11 08:14:45 main:574] : INFO : Epoch 1807 | loss: 0.0311565 | val_loss: 0.0311761 | Time: 2222.58 ms [2022-04-11 08:14:47 main:574] : INFO : Epoch 1808 | loss: 0.0311572 | val_loss: 0.0311741 | Time: 2123.95 ms [2022-04-11 08:14:49 main:574] : INFO : Epoch 1809 | loss: 0.0311575 | val_loss: 0.0311749 | Time: 2196.05 ms [2022-04-11 08:14:51 main:574] : INFO : Epoch 1810 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 2210.59 ms [2022-04-11 08:14:54 main:574] : INFO : Epoch 1811 | loss: 0.0311578 | val_loss: 0.0311699 | Time: 2374.32 ms [2022-04-11 08:14:56 main:574] : INFO : Epoch 1812 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 2064.61 ms [2022-04-11 08:14:58 main:574] : INFO : Epoch 1813 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 2328.1 ms [2022-04-11 08:15:00 main:574] : INFO : Epoch 1814 | loss: 0.0311564 | val_loss: 0.031171 | Time: 2248.49 ms [2022-04-11 08:15:03 main:574] : INFO : Epoch 1815 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 2305.34 ms [2022-04-11 08:15:05 main:574] : INFO : Epoch 1816 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2344.72 ms [2022-04-11 08:15:07 main:574] : INFO : Epoch 1817 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 2221.37 ms [2022-04-11 08:15:09 main:574] : INFO : Epoch 1818 | loss: 0.031154 | val_loss: 0.031172 | Time: 2261.19 ms [2022-04-11 08:15:12 main:574] : INFO : Epoch 1819 | loss: 0.0311554 | val_loss: 0.0311695 | Time: 2185.78 ms [2022-04-11 08:15:14 main:574] : INFO : Epoch 1820 | loss: 0.0311548 | val_loss: 0.0311687 | Time: 2154.29 ms [2022-04-11 08:15:16 main:574] : INFO : Epoch 1821 | loss: 0.0311542 | val_loss: 0.0311706 | Time: 2371.99 ms [2022-04-11 08:15:18 main:574] : INFO : Epoch 1822 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 2193.94 ms [2022-04-11 08:15:21 main:574] : INFO : Epoch 1823 | loss: 0.0311534 | val_loss: 0.0311697 | Time: 2174.32 ms [2022-04-11 08:15:23 main:574] : INFO : Epoch 1824 | loss: 0.0311527 | val_loss: 0.0311718 | Time: 2181.76 ms [2022-04-11 08:15:25 main:574] : INFO : Epoch 1825 | loss: 0.0311536 | val_loss: 0.0311718 | Time: 2244.85 ms [2022-04-11 08:15:27 main:574] : INFO : Epoch 1826 | loss: 0.0311588 | val_loss: 0.0311741 | Time: 2304.63 ms [2022-04-11 08:15:29 main:574] : INFO : Epoch 1827 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 2234.38 ms [2022-04-11 08:15:32 main:574] : INFO : Epoch 1828 | loss: 0.0311582 | val_loss: 0.0311715 | Time: 2193.73 ms [2022-04-11 08:15:34 main:574] : INFO : Epoch 1829 | loss: 0.0311572 | val_loss: 0.031172 | Time: 2321.55 ms [2022-04-11 08:15:36 main:574] : INFO : Epoch 1830 | loss: 0.0311563 | val_loss: 0.0311754 | Time: 2210.61 ms [2022-04-11 08:15:39 main:574] : INFO : Epoch 1831 | loss: 0.0311559 | val_loss: 0.0311742 | Time: 2388.37 ms [2022-04-11 08:15:41 main:574] : INFO : Epoch 1832 | loss: 0.0311546 | val_loss: 0.0311746 | Time: 2227.77 ms [2022-04-11 08:15:43 main:574] : INFO : Epoch 1833 | loss: 0.0311532 | val_loss: 0.0311732 | Time: 2185.12 ms [2022-04-11 08:15:45 main:574] : INFO : Epoch 1834 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 2317.37 ms [2022-04-11 08:15:48 main:574] : INFO : Epoch 1835 | loss: 0.0311536 | val_loss: 0.0311748 | Time: 2206.99 ms [2022-04-11 08:15:50 main:574] : INFO : Epoch 1836 | loss: 0.0311532 | val_loss: 0.0311751 | Time: 2210.71 ms [2022-04-11 08:15:52 main:574] : INFO : Epoch 1837 | loss: 0.0311547 | val_loss: 0.0311741 | Time: 2277.62 ms [2022-04-11 08:15:54 main:574] : INFO : Epoch 1838 | loss: 0.0311527 | val_loss: 0.0311754 | Time: 2257.11 ms [2022-04-11 08:15:57 main:574] : INFO : Epoch 1839 | loss: 0.0311542 | val_loss: 0.0311749 | Time: 2264.88 ms [2022-04-11 08:15:59 main:574] : INFO : Epoch 1840 | loss: 0.0311541 | val_loss: 0.0311743 | Time: 2091.09 ms [2022-04-11 08:16:01 main:574] : INFO : Epoch 1841 | loss: 0.031153 | val_loss: 0.0311717 | Time: 2332.02 ms [2022-04-11 08:16:03 main:574] : INFO : Epoch 1842 | loss: 0.0311535 | val_loss: 0.0311729 | Time: 2199.12 ms [2022-04-11 08:16:05 main:574] : INFO : Epoch 1843 | loss: 0.0311558 | val_loss: 0.0311822 | Time: 2212.58 ms [2022-04-11 08:16:08 main:574] : INFO : Epoch 1844 | loss: 0.0311556 | val_loss: 0.0311741 | Time: 2125.69 ms [2022-04-11 08:16:10 main:574] : INFO : Epoch 1845 | loss: 0.0311532 | val_loss: 0.0311707 | Time: 2403.47 ms [2022-04-11 08:16:12 main:574] : INFO : Epoch 1846 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 2189.29 ms [2022-04-11 08:16:14 main:574] : INFO : Epoch 1847 | loss: 0.031153 | val_loss: 0.0311724 | Time: 2225.06 ms [2022-04-11 08:16:17 main:574] : INFO : Epoch 1848 | loss: 0.0311524 | val_loss: 0.031173 | Time: 2209.64 ms [2022-04-11 08:16:19 main:574] : INFO : Epoch 1849 | loss: 0.031153 | val_loss: 0.0311719 | Time: 2368 ms [2022-04-11 08:16:21 main:574] : INFO : Epoch 1850 | loss: 0.0311537 | val_loss: 0.0311744 | Time: 2261.73 ms [2022-04-11 08:16:24 main:574] : INFO : Epoch 1851 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 2273.11 ms [2022-04-11 08:16:26 main:574] : INFO : Epoch 1852 | loss: 0.0311525 | val_loss: 0.0311729 | Time: 2357.39 ms [2022-04-11 08:16:28 main:574] : INFO : Epoch 1853 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 2162.04 ms [2022-04-11 08:16:30 main:574] : INFO : Epoch 1854 | loss: 0.031152 | val_loss: 0.0311738 | Time: 2283.08 ms [2022-04-11 08:16:33 main:574] : INFO : Epoch 1855 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 2291.85 ms [2022-04-11 08:16:35 main:574] : INFO : Epoch 1856 | loss: 0.0311529 | val_loss: 0.0311739 | Time: 2292.53 ms [2022-04-11 08:16:37 main:574] : INFO : Epoch 1857 | loss: 0.0311525 | val_loss: 0.0311743 | Time: 2352.99 ms [2022-04-11 08:16:40 main:574] : INFO : Epoch 1858 | loss: 0.0311526 | val_loss: 0.0311736 | Time: 2190.51 ms [2022-04-11 08:16:42 main:574] : INFO : Epoch 1859 | loss: 0.0311519 | val_loss: 0.0311725 | Time: 2302.15 ms [2022-04-11 08:16:44 main:574] : INFO : Epoch 1860 | loss: 0.0311511 | val_loss: 0.0311718 | Time: 2329 ms [2022-04-11 08:16:46 main:574] : INFO : Epoch 1861 | loss: 0.0311512 | val_loss: 0.031174 | Time: 2239.03 ms [2022-04-11 08:16:49 main:574] : INFO : Epoch 1862 | loss: 0.0311518 | val_loss: 0.0311733 | Time: 2226.26 ms [2022-04-11 08:16:51 main:574] : INFO : Epoch 1863 | loss: 0.0311523 | val_loss: 0.0311719 | Time: 2270.83 ms [2022-04-11 08:16:53 main:574] : INFO : Epoch 1864 | loss: 0.0311526 | val_loss: 0.0311756 | Time: 2255.78 ms [2022-04-11 08:16:55 main:574] : INFO : Epoch 1865 | loss: 0.0311528 | val_loss: 0.0311728 | Time: 2157.66 ms [2022-04-11 08:16:58 main:574] : INFO : Epoch 1866 | loss: 0.0311516 | val_loss: 0.0311742 | Time: 2264.33 ms [2022-04-11 08:17:00 main:574] : INFO : Epoch 1867 | loss: 0.0311532 | val_loss: 0.0311697 | Time: 2202.32 ms [2022-04-11 08:17:02 main:574] : INFO : Epoch 1868 | loss: 0.0311557 | val_loss: 0.0311761 | Time: 2274.97 ms [2022-04-11 08:17:04 main:574] : INFO : Epoch 1869 | loss: 0.0311578 | val_loss: 0.0311753 | Time: 2228.78 ms [2022-04-11 08:17:07 main:574] : INFO : Epoch 1870 | loss: 0.0311559 | val_loss: 0.0311769 | Time: 2342.35 ms [2022-04-11 08:17:09 main:574] : INFO : Epoch 1871 | loss: 0.0311555 | val_loss: 0.0311752 | Time: 2197.35 ms [2022-04-11 08:17:11 main:574] : INFO : Epoch 1872 | loss: 0.0311566 | val_loss: 0.0311719 | Time: 2361.6 ms [2022-04-11 08:17:13 main:574] : INFO : Epoch 1873 | loss: 0.0311577 | val_loss: 0.0311738 | Time: 2241.1 ms [2022-04-11 08:17:16 main:574] : INFO : Epoch 1874 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 2204.51 ms [2022-04-11 08:17:18 main:574] : INFO : Epoch 1875 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 2176.15 ms [2022-04-11 08:17:20 main:574] : INFO : Epoch 1876 | loss: 0.0311589 | val_loss: 0.0311722 | Time: 2312.29 ms [2022-04-11 08:17:22 main:574] : INFO : Epoch 1877 | loss: 0.0311578 | val_loss: 0.0311762 | Time: 2245.32 ms [2022-04-11 08:17:25 main:574] : INFO : Epoch 1878 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 2249.55 ms [2022-04-11 08:17:27 main:574] : INFO : Epoch 1879 | loss: 0.0311557 | val_loss: 0.0311732 | Time: 2106.26 ms [2022-04-11 08:17:29 main:574] : INFO : Epoch 1880 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 2264.56 ms [2022-04-11 08:17:31 main:574] : INFO : Epoch 1881 | loss: 0.0311565 | val_loss: 0.0311747 | Time: 2234.55 ms [2022-04-11 08:17:34 main:574] : INFO : Epoch 1882 | loss: 0.0311571 | val_loss: 0.0311728 | Time: 2389.63 ms [2022-04-11 08:17:36 main:574] : INFO : Epoch 1883 | loss: 0.031155 | val_loss: 0.0311699 | Time: 2192.69 ms [2022-04-11 08:17:38 main:574] : INFO : Epoch 1884 | loss: 0.0311549 | val_loss: 0.0311746 | Time: 2350.1 ms [2022-04-11 08:17:40 main:574] : INFO : Epoch 1885 | loss: 0.0311571 | val_loss: 0.0311734 | Time: 2157.72 ms [2022-04-11 08:17:43 main:574] : INFO : Epoch 1886 | loss: 0.0311582 | val_loss: 0.0311711 | Time: 2311.03 ms [2022-04-11 08:17:45 main:574] : INFO : Epoch 1887 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 2238 ms [2022-04-11 08:17:47 main:574] : INFO : Epoch 1888 | loss: 0.0311554 | val_loss: 0.0311741 | Time: 2313.46 ms [2022-04-11 08:17:49 main:574] : INFO : Epoch 1889 | loss: 0.0311561 | val_loss: 0.0311683 | Time: 2181.14 ms [2022-04-11 08:17:52 main:574] : INFO : Epoch 1890 | loss: 0.0311564 | val_loss: 0.0311736 | Time: 2193.89 ms [2022-04-11 08:17:54 main:574] : INFO : Epoch 1891 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 2149.38 ms [2022-04-11 08:17:56 main:574] : INFO : Epoch 1892 | loss: 0.0311561 | val_loss: 0.0311727 | Time: 2242.64 ms [2022-04-11 08:17:58 main:574] : INFO : Epoch 1893 | loss: 0.0311554 | val_loss: 0.031171 | Time: 2175.7 ms [2022-04-11 08:18:01 main:574] : INFO : Epoch 1894 | loss: 0.0311567 | val_loss: 0.0311716 | Time: 2258.31 ms [2022-04-11 08:18:03 main:574] : INFO : Epoch 1895 | loss: 0.03116 | val_loss: 0.0311707 | Time: 2321.19 ms [2022-04-11 08:18:05 main:574] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 2380.7 ms [2022-04-11 08:18:07 main:574] : INFO : Epoch 1897 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 2133.96 ms [2022-04-11 08:18:10 main:574] : INFO : Epoch 1898 | loss: 0.0311592 | val_loss: 0.0311729 | Time: 2293.31 ms [2022-04-11 08:18:12 main:574] : INFO : Epoch 1899 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 2202.68 ms [2022-04-11 08:18:14 main:574] : INFO : Epoch 1900 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 2390.6 ms [2022-04-11 08:18:16 main:574] : INFO : Epoch 1901 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 2192.93 ms [2022-04-11 08:18:19 main:574] : INFO : Epoch 1902 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 2282.93 ms [2022-04-11 08:18:21 main:574] : INFO : Epoch 1903 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 2254.79 ms [2022-04-11 08:18:23 main:574] : INFO : Epoch 1904 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 2316.5 ms [2022-04-11 08:18:26 main:574] : INFO : Epoch 1905 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 2181.45 ms [2022-04-11 08:18:28 main:574] : INFO : Epoch 1906 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 2254.8 ms [2022-04-11 08:18:30 main:574] : INFO : Epoch 1907 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2246.55 ms [2022-04-11 08:18:32 main:574] : INFO : Epoch 1908 | loss: 0.0311575 | val_loss: 0.031172 | Time: 2353.48 ms [2022-04-11 08:18:35 main:574] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2165.3 ms [2022-04-11 08:18:37 main:574] : INFO : Epoch 1910 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 2143.87 ms [2022-04-11 08:18:39 main:574] : INFO : Epoch 1911 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 2337.1 ms [2022-04-11 08:18:41 main:574] : INFO : Epoch 1912 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 2295.32 ms [2022-04-11 08:18:44 main:574] : INFO : Epoch 1913 | loss: 0.0311625 | val_loss: 0.0311739 | Time: 2251.65 ms [2022-04-11 08:18:46 main:574] : INFO : Epoch 1914 | loss: 0.0311608 | val_loss: 0.0311774 | Time: 2252.1 ms [2022-04-11 08:18:48 main:574] : INFO : Epoch 1915 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 2227.41 ms [2022-04-11 08:18:50 main:574] : INFO : Epoch 1916 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 2204.64 ms [2022-04-11 08:18:52 main:574] : INFO : Epoch 1917 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 2133.77 ms [2022-04-11 08:18:55 main:574] : INFO : Epoch 1918 | loss: 0.031163 | val_loss: 0.03117 | Time: 2253.98 ms [2022-04-11 08:18:57 main:574] : INFO : Epoch 1919 | loss: 0.0311623 | val_loss: 0.031173 | Time: 2243.36 ms [2022-04-11 08:18:59 main:574] : INFO : Epoch 1920 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 2262.33 ms [2022-04-11 08:19:01 main:574] : INFO : Epoch 1921 | loss: 0.0311599 | val_loss: 0.0311718 | Time: 2246.85 ms [2022-04-11 08:19:04 main:574] : INFO : Epoch 1922 | loss: 0.0311598 | val_loss: 0.0311735 | Time: 2189.45 ms [2022-04-11 08:19:06 main:574] : INFO : Epoch 1923 | loss: 0.0311585 | val_loss: 0.0311728 | Time: 2150.93 ms [2022-04-11 08:19:08 main:574] : INFO : Epoch 1924 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 2341.01 ms [2022-04-11 08:19:10 main:574] : INFO : Epoch 1925 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 2224.41 ms [2022-04-11 08:19:13 main:574] : INFO : Epoch 1926 | loss: 0.0311591 | val_loss: 0.031174 | Time: 2187.11 ms [2022-04-11 08:19:15 main:574] : INFO : Epoch 1927 | loss: 0.0311588 | val_loss: 0.0311749 | Time: 2182.06 ms [2022-04-11 08:19:17 main:574] : INFO : Epoch 1928 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2253.89 ms [2022-04-11 08:19:19 main:574] : INFO : Epoch 1929 | loss: 0.0311586 | val_loss: 0.0311773 | Time: 2276.22 ms [2022-04-11 08:19:22 main:574] : INFO : Epoch 1930 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 2252.05 ms [2022-04-11 08:19:24 main:574] : INFO : Epoch 1931 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 2281.14 ms [2022-04-11 08:19:26 main:574] : INFO : Epoch 1932 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 2143.25 ms [2022-04-11 08:19:28 main:574] : INFO : Epoch 1933 | loss: 0.0311577 | val_loss: 0.0311718 | Time: 2301.64 ms [2022-04-11 08:19:31 main:574] : INFO : Epoch 1934 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 2347.43 ms [2022-04-11 08:19:33 main:574] : INFO : Epoch 1935 | loss: 0.031159 | val_loss: 0.0311702 | Time: 2237.59 ms [2022-04-11 08:19:35 main:574] : INFO : Epoch 1936 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 2371.15 ms [2022-04-11 08:19:38 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 2365.24 ms [2022-04-11 08:19:40 main:574] : INFO : Epoch 1938 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 2181.96 ms [2022-04-11 08:19:42 main:574] : INFO : Epoch 1939 | loss: 0.031157 | val_loss: 0.0311744 | Time: 2339.38 ms [2022-04-11 08:19:44 main:574] : INFO : Epoch 1940 | loss: 0.0311569 | val_loss: 0.031175 | Time: 2240.45 ms [2022-04-11 08:19:47 main:574] : INFO : Epoch 1941 | loss: 0.031157 | val_loss: 0.0311746 | Time: 2265.79 ms [2022-04-11 08:19:49 main:574] : INFO : Epoch 1942 | loss: 0.0311581 | val_loss: 0.0311778 | Time: 2271.87 ms [2022-04-11 08:19:51 main:574] : INFO : Epoch 1943 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 2238.22 ms [2022-04-11 08:19:53 main:574] : INFO : Epoch 1944 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2227.04 ms [2022-04-11 08:19:56 main:574] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311763 | Time: 2266.32 ms [2022-04-11 08:19:58 main:574] : INFO : Epoch 1946 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 2145.64 ms [2022-04-11 08:20:00 main:574] : INFO : Epoch 1947 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 2384.91 ms [2022-04-11 08:20:03 main:574] : INFO : Epoch 1948 | loss: 0.0311554 | val_loss: 0.03117 | Time: 2273.72 ms [2022-04-11 08:20:05 main:574] : INFO : Epoch 1949 | loss: 0.031154 | val_loss: 0.0311723 | Time: 2300.12 ms [2022-04-11 08:20:07 main:574] : INFO : Epoch 1950 | loss: 0.0311551 | val_loss: 0.0311744 | Time: 2340.49 ms [2022-04-11 08:20:10 main:574] : INFO : Epoch 1951 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 2294.74 ms [2022-04-11 08:20:12 main:574] : INFO : Epoch 1952 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 2509.12 ms [2022-04-11 08:20:14 main:574] : INFO : Epoch 1953 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 2337.82 ms [2022-04-11 08:20:17 main:574] : INFO : Epoch 1954 | loss: 0.0311537 | val_loss: 0.0311722 | Time: 2190.52 ms [2022-04-11 08:20:19 main:574] : INFO : Epoch 1955 | loss: 0.0311547 | val_loss: 0.0311705 | Time: 2245.42 ms [2022-04-11 08:20:21 main:574] : INFO : Epoch 1956 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 2401.75 ms [2022-04-11 08:20:24 main:574] : INFO : Epoch 1957 | loss: 0.0311567 | val_loss: 0.0311743 | Time: 2317.94 ms [2022-04-11 08:20:26 main:574] : INFO : Epoch 1958 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 2219.43 ms [2022-04-11 08:20:28 main:574] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 2312.29 ms [2022-04-11 08:20:30 main:574] : INFO : Epoch 1960 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2122.24 ms [2022-04-11 08:20:32 main:574] : INFO : Epoch 1961 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 2250.25 ms [2022-04-11 08:20:35 main:574] : INFO : Epoch 1962 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 2286.89 ms [2022-04-11 08:20:37 main:574] : INFO : Epoch 1963 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 2257.56 ms [2022-04-11 08:20:39 main:574] : INFO : Epoch 1964 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2304.65 ms [2022-04-11 08:20:42 main:574] : INFO : Epoch 1965 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 2193.81 ms [2022-04-11 08:20:44 main:574] : INFO : Epoch 1966 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 2177.03 ms [2022-04-11 08:20:46 main:574] : INFO : Epoch 1967 | loss: 0.0311595 | val_loss: 0.031176 | Time: 2257.35 ms [2022-04-11 08:20:48 main:574] : INFO : Epoch 1968 | loss: 0.0311571 | val_loss: 0.0311743 | Time: 2336.57 ms [2022-04-11 08:20:51 main:574] : INFO : Epoch 1969 | loss: 0.0311569 | val_loss: 0.0311736 | Time: 2281.49 ms [2022-04-11 08:20:53 main:574] : INFO : Epoch 1970 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2253.36 ms [2022-04-11 08:20:55 main:574] : INFO : Epoch 1971 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 2205.97 ms [2022-04-11 08:20:57 main:574] : INFO : Epoch 1972 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 2207.15 ms [2022-04-11 08:21:00 main:574] : INFO : Epoch 1973 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 2259.93 ms [2022-04-11 08:21:02 main:574] : INFO : Epoch 1974 | loss: 0.0311625 | val_loss: 0.0311767 | Time: 2216.05 ms [2022-04-11 08:21:04 main:574] : INFO : Epoch 1975 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2208.48 ms [2022-04-11 08:21:06 main:574] : INFO : Epoch 1976 | loss: 0.0311662 | val_loss: 0.0311784 | Time: 2230.67 ms [2022-04-11 08:21:08 main:574] : INFO : Epoch 1977 | loss: 0.0311663 | val_loss: 0.0311777 | Time: 2228.85 ms [2022-04-11 08:21:11 main:574] : INFO : Epoch 1978 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 2369.16 ms [2022-04-11 08:21:13 main:574] : INFO : Epoch 1979 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 2235.76 ms [2022-04-11 08:21:15 main:574] : INFO : Epoch 1980 | loss: 0.0311643 | val_loss: 0.0311775 | Time: 2400.72 ms [2022-04-11 08:21:18 main:574] : INFO : Epoch 1981 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 2298.87 ms [2022-04-11 08:21:20 main:574] : INFO : Epoch 1982 | loss: 0.031164 | val_loss: 0.031178 | Time: 2189.3 ms [2022-04-11 08:21:22 main:574] : INFO : Epoch 1983 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 2224.02 ms [2022-04-11 08:21:24 main:574] : INFO : Epoch 1984 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 2163.28 ms [2022-04-11 08:21:27 main:574] : INFO : Epoch 1985 | loss: 0.0311609 | val_loss: 0.0311748 | Time: 2154.38 ms [2022-04-11 08:21:29 main:574] : INFO : Epoch 1986 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2265.26 ms [2022-04-11 08:21:31 main:574] : INFO : Epoch 1987 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 2280.33 ms [2022-04-11 08:21:33 main:574] : INFO : Epoch 1988 | loss: 0.0311623 | val_loss: 0.0311812 | Time: 2287.09 ms [2022-04-11 08:21:36 main:574] : INFO : Epoch 1989 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 2385.95 ms [2022-04-11 08:21:38 main:574] : INFO : Epoch 1990 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 2224.26 ms [2022-04-11 08:21:40 main:574] : INFO : Epoch 1991 | loss: 0.0311606 | val_loss: 0.031179 | Time: 2298.2 ms [2022-04-11 08:21:43 main:574] : INFO : Epoch 1992 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 2318.36 ms [2022-04-11 08:21:45 main:574] : INFO : Epoch 1993 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 2432.9 ms [2022-04-11 08:21:47 main:574] : INFO : Epoch 1994 | loss: 0.0311604 | val_loss: 0.0311761 | Time: 2130.95 ms [2022-04-11 08:21:50 main:574] : INFO : Epoch 1995 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 2482.62 ms [2022-04-11 08:21:52 main:574] : INFO : Epoch 1996 | loss: 0.03116 | val_loss: 0.0311747 | Time: 2264.19 ms [2022-04-11 08:21:54 main:574] : INFO : Epoch 1997 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 2228.55 ms [2022-04-11 08:21:57 main:574] : INFO : Epoch 1998 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 2379.72 ms [2022-04-11 08:21:59 main:574] : INFO : Epoch 1999 | loss: 0.0311589 | val_loss: 0.0311753 | Time: 2332.69 ms [2022-04-11 08:22:01 main:574] : INFO : Epoch 2000 | loss: 0.0311612 | val_loss: 0.0311786 | Time: 2242.52 ms [2022-04-11 08:22:03 main:574] : INFO : Epoch 2001 | loss: 0.0311591 | val_loss: 0.0311739 | Time: 2157.94 ms [2022-04-11 08:22:06 main:574] : INFO : Epoch 2002 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 2259.51 ms [2022-04-11 08:22:08 main:574] : INFO : Epoch 2003 | loss: 0.031163 | val_loss: 0.0311803 | Time: 2280.85 ms [2022-04-11 08:22:10 main:574] : INFO : Epoch 2004 | loss: 0.0311622 | val_loss: 0.0311766 | Time: 2146.35 ms [2022-04-11 08:22:12 main:574] : INFO : Epoch 2005 | loss: 0.031161 | val_loss: 0.0311762 | Time: 2228.83 ms [2022-04-11 08:22:15 main:574] : INFO : Epoch 2006 | loss: 0.0311617 | val_loss: 0.031173 | Time: 2246.75 ms [2022-04-11 08:22:17 main:574] : INFO : Epoch 2007 | loss: 0.03116 | val_loss: 0.0311763 | Time: 2235.65 ms [2022-04-11 08:22:19 main:574] : INFO : Epoch 2008 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 2272.02 ms [2022-04-11 08:22:21 main:574] : INFO : Epoch 2009 | loss: 0.0311587 | val_loss: 0.0311765 | Time: 2308.4 ms [2022-04-11 08:22:24 main:574] : INFO : Epoch 2010 | loss: 0.0311615 | val_loss: 0.0311849 | Time: 2262.53 ms [2022-04-11 08:22:26 main:574] : INFO : Epoch 2011 | loss: 0.031159 | val_loss: 0.0311829 | Time: 2246.65 ms [2022-04-11 08:22:28 main:574] : INFO : Epoch 2012 | loss: 0.031159 | val_loss: 0.0311837 | Time: 2332.54 ms [2022-04-11 08:22:30 main:574] : INFO : Epoch 2013 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 2205.14 ms [2022-04-11 08:22:33 main:574] : INFO : Epoch 2014 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 2249.92 ms [2022-04-11 08:22:35 main:574] : INFO : Epoch 2015 | loss: 0.031161 | val_loss: 0.0311734 | Time: 2226.31 ms [2022-04-11 08:22:37 main:574] : INFO : Epoch 2016 | loss: 0.0311605 | val_loss: 0.0311745 | Time: 2423.2 ms [2022-04-11 08:22:39 main:574] : INFO : Epoch 2017 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 2144.73 ms [2022-04-11 08:22:42 main:574] : INFO : Epoch 2018 | loss: 0.0311588 | val_loss: 0.0311723 | Time: 2290.55 ms [2022-04-11 08:22:44 main:574] : INFO : Epoch 2019 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 2222.89 ms [2022-04-11 08:22:46 main:574] : INFO : Epoch 2020 | loss: 0.0311593 | val_loss: 0.0311711 | Time: 2435.91 ms [2022-04-11 08:22:49 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.031176 | Time: 2390.39 ms [2022-04-11 08:22:51 main:574] : INFO : Epoch 2022 | loss: 0.0311646 | val_loss: 0.0311869 | Time: 2446.19 ms [2022-04-11 08:22:54 main:574] : INFO : Epoch 2023 | loss: 0.0311717 | val_loss: 0.031183 | Time: 2553.73 ms [2022-04-11 08:22:57 main:574] : INFO : Epoch 2024 | loss: 0.0311717 | val_loss: 0.031179 | Time: 2658.76 ms [2022-04-11 08:22:59 main:574] : INFO : Epoch 2025 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 2469.12 ms [2022-04-11 08:23:01 main:574] : INFO : Epoch 2026 | loss: 0.0311647 | val_loss: 0.0311777 | Time: 2471.03 ms [2022-04-11 08:23:04 main:574] : INFO : Epoch 2027 | loss: 0.0311637 | val_loss: 0.0311816 | Time: 2729.47 ms [2022-04-11 08:23:07 main:574] : INFO : Epoch 2028 | loss: 0.031162 | val_loss: 0.0311765 | Time: 2378.31 ms [2022-04-11 08:23:09 main:574] : INFO : Epoch 2029 | loss: 0.0311616 | val_loss: 0.0311798 | Time: 2535.21 ms [2022-04-11 08:23:11 main:574] : INFO : Epoch 2030 | loss: 0.03116 | val_loss: 0.0311762 | Time: 2226.23 ms [2022-04-11 08:23:14 main:574] : INFO : Epoch 2031 | loss: 0.03116 | val_loss: 0.0311754 | Time: 2178.48 ms [2022-04-11 08:23:16 main:574] : INFO : Epoch 2032 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 2155.8 ms [2022-04-11 08:23:18 main:574] : INFO : Epoch 2033 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 2176.71 ms [2022-04-11 08:23:20 main:574] : INFO : Epoch 2034 | loss: 0.0311609 | val_loss: 0.0311754 | Time: 2278.76 ms [2022-04-11 08:23:22 main:574] : INFO : Epoch 2035 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 2285.99 ms [2022-04-11 08:23:25 main:574] : INFO : Epoch 2036 | loss: 0.0311584 | val_loss: 0.0311833 | Time: 2224.32 ms [2022-04-11 08:23:27 main:574] : INFO : Epoch 2037 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 2151.9 ms [2022-04-11 08:23:29 main:574] : INFO : Epoch 2038 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 2397.64 ms [2022-04-11 08:23:31 main:574] : INFO : Epoch 2039 | loss: 0.0311586 | val_loss: 0.0311759 | Time: 2156.59 ms [2022-04-11 08:23:34 main:574] : INFO : Epoch 2040 | loss: 0.0311595 | val_loss: 0.0311776 | Time: 2253.03 ms [2022-04-11 08:23:36 main:574] : INFO : Epoch 2041 | loss: 0.0311581 | val_loss: 0.0311767 | Time: 2338.55 ms [2022-04-11 08:23:38 main:574] : INFO : Epoch 2042 | loss: 0.0311581 | val_loss: 0.0311778 | Time: 2259.7 ms [2022-04-11 08:23:41 main:574] : INFO : Epoch 2043 | loss: 0.0311576 | val_loss: 0.0311802 | Time: 2226.83 ms [2022-04-11 08:23:43 main:574] : INFO : Epoch 2044 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 2208.41 ms [2022-04-11 08:23:45 main:574] : INFO : Epoch 2045 | loss: 0.0311586 | val_loss: 0.0311747 | Time: 2256.32 ms [2022-04-11 08:23:47 main:574] : INFO : Epoch 2046 | loss: 0.0311604 | val_loss: 0.0311754 | Time: 2254.66 ms [2022-04-11 08:23:50 main:574] : INFO : Epoch 2047 | loss: 0.031158 | val_loss: 0.031172 | Time: 2248.59 ms [2022-04-11 08:23:52 main:574] : INFO : Epoch 2048 | loss: 0.0311586 | val_loss: 0.0311778 | Time: 2296.66 ms [2022-04-11 08:23:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311778 [2022-04-11 08:23:52 main:603] : INFO : Saving end state to config to file [2022-04-11 08:23:52 main:608] : INFO : Success, exiting.. 08:23:52 (25160): 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)