Task 8951034
| Name | ParityModified-1636225782-14090-1-0_0 |
| Workunit | 6410933 |
| Created | 14 Nov 2021, 23:41:02 UTC |
| Sent | 21 Nov 2021, 14:50:17 UTC |
| Report deadline | 29 Nov 2021, 14:50:17 UTC |
| Received | 21 Nov 2021, 17:09:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 17 min 36 sec |
| CPU time | 1 hours 16 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311556 | val_loss: 0.0311902 | Time: 2308.16 ms [2021-11-21 16:48:50 main:574] : INFO : Epoch 1543 | loss: 0.031158 | val_loss: 0.0311898 | Time: 2311.14 ms [2021-11-21 16:48:52 main:574] : INFO : Epoch 1544 | loss: 0.031157 | val_loss: 0.0311916 | Time: 2295.35 ms [2021-11-21 16:48:55 main:574] : INFO : Epoch 1545 | loss: 0.0311562 | val_loss: 0.0311898 | Time: 2377.55 ms [2021-11-21 16:48:57 main:574] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311907 | Time: 2334.26 ms [2021-11-21 16:48:59 main:574] : INFO : Epoch 1547 | loss: 0.0311553 | val_loss: 0.0311912 | Time: 2432.66 ms [2021-11-21 16:49:02 main:574] : INFO : Epoch 1548 | loss: 0.0311573 | val_loss: 0.0311972 | Time: 2339.5 ms [2021-11-21 16:49:04 main:574] : INFO : Epoch 1549 | loss: 0.0311575 | val_loss: 0.031188 | Time: 2305.75 ms [2021-11-21 16:49:06 main:574] : INFO : Epoch 1550 | loss: 0.0311528 | val_loss: 0.0311873 | Time: 2283.25 ms [2021-11-21 16:49:09 main:574] : INFO : Epoch 1551 | loss: 0.0311514 | val_loss: 0.0311914 | Time: 2307.94 ms [2021-11-21 16:49:11 main:574] : INFO : Epoch 1552 | loss: 0.0311515 | val_loss: 0.0311867 | Time: 2272.68 ms [2021-11-21 16:49:13 main:574] : INFO : Epoch 1553 | loss: 0.0311509 | val_loss: 0.03119 | Time: 2425.36 ms [2021-11-21 16:49:16 main:574] : INFO : Epoch 1554 | loss: 0.0311508 | val_loss: 0.0311933 | Time: 2437.38 ms [2021-11-21 16:49:18 main:574] : INFO : Epoch 1555 | loss: 0.0311535 | val_loss: 0.0311946 | Time: 2401.71 ms [2021-11-21 16:49:20 main:574] : INFO : Epoch 1556 | loss: 0.0311526 | val_loss: 0.0312066 | Time: 2266.9 ms [2021-11-21 16:49:23 main:574] : INFO : Epoch 1557 | loss: 0.0311499 | val_loss: 0.0312165 | Time: 2300.46 ms [2021-11-21 16:49:25 main:574] : INFO : Epoch 1558 | loss: 0.0311648 | val_loss: 0.0311852 | Time: 2286.08 ms [2021-11-21 16:49:27 main:574] : INFO : Epoch 1559 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 2298.53 ms [2021-11-21 16:49:30 main:574] : INFO : Epoch 1560 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 2292.39 ms [2021-11-21 16:49:32 main:574] : INFO : Epoch 1561 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 2363.17 ms [2021-11-21 16:49:34 main:574] : INFO : Epoch 1562 | loss: 0.0311722 | val_loss: 0.0311847 | Time: 2429.15 ms [2021-11-21 16:49:37 main:574] : INFO : Epoch 1563 | loss: 0.0311715 | val_loss: 0.0311802 | Time: 2287.69 ms [2021-11-21 16:49:39 main:574] : INFO : Epoch 1564 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 2283.38 ms [2021-11-21 16:49:41 main:574] : INFO : Epoch 1565 | loss: 0.031171 | val_loss: 0.0311801 | Time: 2278.4 ms [2021-11-21 16:49:44 main:574] : INFO : Epoch 1566 | loss: 0.0311687 | val_loss: 0.0311839 | Time: 2342.54 ms [2021-11-21 16:49:46 main:574] : INFO : Epoch 1567 | loss: 0.031168 | val_loss: 0.0311788 | Time: 2297.07 ms [2021-11-21 16:49:48 main:574] : INFO : Epoch 1568 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 2299.22 ms [2021-11-21 16:49:51 main:574] : INFO : Epoch 1569 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 2355.94 ms [2021-11-21 16:49:53 main:574] : INFO : Epoch 1570 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 2290.53 ms [2021-11-21 16:49:55 main:574] : INFO : Epoch 1571 | loss: 0.0311673 | val_loss: 0.0311807 | Time: 2272.14 ms [2021-11-21 16:49:58 main:574] : INFO : Epoch 1572 | loss: 0.0311677 | val_loss: 0.0311822 | Time: 2296.05 ms [2021-11-21 16:50:00 main:574] : INFO : Epoch 1573 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 2314.17 ms [2021-11-21 16:50:02 main:574] : INFO : Epoch 1574 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 2313.72 ms [2021-11-21 16:50:05 main:574] : INFO : Epoch 1575 | loss: 0.0311693 | val_loss: 0.0311848 | Time: 2826.63 ms [2021-11-21 16:50:07 main:574] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 2365.71 ms [2021-11-21 16:50:10 main:574] : INFO : Epoch 1577 | loss: 0.0311658 | val_loss: 0.0311816 | Time: 2578.09 ms [2021-11-21 16:50:12 main:574] : INFO : Epoch 1578 | loss: 0.0311649 | val_loss: 0.0311818 | Time: 2302.96 ms [2021-11-21 16:50:15 main:574] : INFO : Epoch 1579 | loss: 0.0311662 | val_loss: 0.0311847 | Time: 2307.46 ms [2021-11-21 16:50:17 main:574] : INFO : Epoch 1580 | loss: 0.0311708 | val_loss: 0.0311975 | Time: 2335.64 ms [2021-11-21 16:50:19 main:574] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.0311813 | Time: 2434.34 ms [2021-11-21 16:50:22 main:574] : INFO : Epoch 1582 | loss: 0.0311646 | val_loss: 0.0311805 | Time: 2526.08 ms [2021-11-21 16:50:24 main:574] : INFO : Epoch 1583 | loss: 0.031164 | val_loss: 0.0311799 | Time: 2326.09 ms [2021-11-21 16:50:27 main:574] : INFO : Epoch 1584 | loss: 0.031163 | val_loss: 0.031183 | Time: 2300.72 ms [2021-11-21 16:50:29 main:574] : INFO : Epoch 1585 | loss: 0.0311623 | val_loss: 0.0311799 | Time: 2348.52 ms [2021-11-21 16:50:31 main:574] : INFO : Epoch 1586 | loss: 0.0311631 | val_loss: 0.0311894 | Time: 2460.72 ms [2021-11-21 16:50:34 main:574] : INFO : Epoch 1587 | loss: 0.0311657 | val_loss: 0.0311807 | Time: 2283.68 ms [2021-11-21 16:50:36 main:574] : INFO : Epoch 1588 | loss: 0.0311686 | val_loss: 0.031182 | Time: 2532.73 ms [2021-11-21 16:50:39 main:574] : INFO : Epoch 1589 | loss: 0.0311651 | val_loss: 0.0311838 | Time: 2401.49 ms [2021-11-21 16:50:41 main:574] : INFO : Epoch 1590 | loss: 0.0311649 | val_loss: 0.0311804 | Time: 2301.64 ms [2021-11-21 16:50:43 main:574] : INFO : Epoch 1591 | loss: 0.0311644 | val_loss: 0.0311805 | Time: 2289.55 ms [2021-11-21 16:50:45 main:574] : INFO : Epoch 1592 | loss: 0.0311623 | val_loss: 0.0311799 | Time: 2278.35 ms [2021-11-21 16:50:48 main:574] : INFO : Epoch 1593 | loss: 0.0311617 | val_loss: 0.0311799 | Time: 2243.95 ms [2021-11-21 16:50:50 main:574] : INFO : Epoch 1594 | loss: 0.0311642 | val_loss: 0.0311874 | Time: 2298.21 ms [2021-11-21 16:50:53 main:574] : INFO : Epoch 1595 | loss: 0.0311621 | val_loss: 0.0311828 | Time: 2512.94 ms [2021-11-21 16:50:55 main:574] : INFO : Epoch 1596 | loss: 0.0311628 | val_loss: 0.0311798 | Time: 2456.96 ms [2021-11-21 16:50:57 main:574] : INFO : Epoch 1597 | loss: 0.031165 | val_loss: 0.0311883 | Time: 2277.99 ms [2021-11-21 16:51:00 main:574] : INFO : Epoch 1598 | loss: 0.0311633 | val_loss: 0.03118 | Time: 2329.11 ms [2021-11-21 16:51:02 main:574] : INFO : Epoch 1599 | loss: 0.031162 | val_loss: 0.0311811 | Time: 2278.68 ms [2021-11-21 16:51:04 main:574] : INFO : Epoch 1600 | loss: 0.0311608 | val_loss: 0.0311816 | Time: 2306.76 ms [2021-11-21 16:51:06 main:574] : INFO : Epoch 1601 | loss: 0.0311599 | val_loss: 0.0311837 | Time: 2289.62 ms [2021-11-21 16:51:09 main:574] : INFO : Epoch 1602 | loss: 0.0311614 | val_loss: 0.03118 | Time: 2278.03 ms [2021-11-21 16:51:11 main:574] : INFO : Epoch 1603 | loss: 0.0311604 | val_loss: 0.0311806 | Time: 2463.81 ms [2021-11-21 16:51:14 main:574] : INFO : Epoch 1604 | loss: 0.0311636 | val_loss: 0.031189 | Time: 2266.41 ms [2021-11-21 16:51:16 main:574] : INFO : Epoch 1605 | loss: 0.0311627 | val_loss: 0.0311821 | Time: 2278.57 ms [2021-11-21 16:51:18 main:574] : INFO : Epoch 1606 | loss: 0.0311598 | val_loss: 0.0311818 | Time: 2238.36 ms [2021-11-21 16:51:20 main:574] : INFO : Epoch 1607 | loss: 0.0311578 | val_loss: 0.0311819 | Time: 2232.38 ms [2021-11-21 16:51:23 main:574] : INFO : Epoch 1608 | loss: 0.0311589 | val_loss: 0.0311815 | Time: 2262.06 ms [2021-11-21 16:51:25 main:574] : INFO : Epoch 1609 | loss: 0.0311578 | val_loss: 0.0311806 | Time: 2285.97 ms [2021-11-21 16:51:27 main:574] : INFO : Epoch 1610 | loss: 0.0311585 | val_loss: 0.0311805 | Time: 2298.9 ms [2021-11-21 16:51:30 main:574] : INFO : Epoch 1611 | loss: 0.0311589 | val_loss: 0.031185 | Time: 2370.21 ms [2021-11-21 16:51:32 main:574] : INFO : Epoch 1612 | loss: 0.0311606 | val_loss: 0.0311813 | Time: 2473.97 ms [2021-11-21 16:51:34 main:574] : INFO : Epoch 1613 | loss: 0.0311597 | val_loss: 0.0311819 | Time: 2363.26 ms [2021-11-21 16:51:37 main:574] : INFO : Epoch 1614 | loss: 0.0311573 | val_loss: 0.0311839 | Time: 2276.88 ms [2021-11-21 16:51:39 main:574] : INFO : Epoch 1615 | loss: 0.0311583 | val_loss: 0.0311826 | Time: 2279.22 ms [2021-11-21 16:51:41 main:574] : INFO : Epoch 1616 | loss: 0.0311596 | val_loss: 0.0311862 | Time: 2238.49 ms [2021-11-21 16:51:44 main:574] : INFO : Epoch 1617 | loss: 0.0311602 | val_loss: 0.0311817 | Time: 2264.69 ms [2021-11-21 16:51:46 main:574] : INFO : Epoch 1618 | loss: 0.0311587 | val_loss: 0.0311821 | Time: 2569.5 ms [2021-11-21 16:51:48 main:574] : INFO : Epoch 1619 | loss: 0.031159 | val_loss: 0.0311855 | Time: 2296.25 ms [2021-11-21 16:51:51 main:574] : INFO : Epoch 1620 | loss: 0.0311593 | val_loss: 0.0311864 | Time: 2247.77 ms [2021-11-21 16:51:53 main:574] : INFO : Epoch 1621 | loss: 0.0311588 | val_loss: 0.0311837 | Time: 2585.98 ms [2021-11-21 16:51:55 main:574] : INFO : Epoch 1622 | loss: 0.0311572 | val_loss: 0.0311814 | Time: 2267.23 ms [2021-11-21 16:51:58 main:574] : INFO : Epoch 1623 | loss: 0.0311573 | val_loss: 0.0311849 | Time: 2359.59 ms [2021-11-21 16:52:00 main:574] : INFO : Epoch 1624 | loss: 0.0311571 | val_loss: 0.0311825 | Time: 2327.72 ms [2021-11-21 16:52:03 main:574] : INFO : Epoch 1625 | loss: 0.0311567 | val_loss: 0.0311834 | Time: 2302.12 ms [2021-11-21 16:52:05 main:574] : INFO : Epoch 1626 | loss: 0.0311562 | val_loss: 0.0311818 | Time: 2267.99 ms [2021-11-21 16:52:07 main:574] : INFO : Epoch 1627 | loss: 0.0311562 | val_loss: 0.0311846 | Time: 2406.8 ms [2021-11-21 16:52:10 main:574] : INFO : Epoch 1628 | loss: 0.0311565 | val_loss: 0.0311855 | Time: 2366.33 ms [2021-11-21 16:52:12 main:574] : INFO : Epoch 1629 | loss: 0.0311578 | val_loss: 0.0311855 | Time: 2365.71 ms [2021-11-21 16:52:14 main:574] : INFO : Epoch 1630 | loss: 0.0311562 | val_loss: 0.0311868 | Time: 2425.13 ms [2021-11-21 16:52:17 main:574] : INFO : Epoch 1631 | loss: 0.0311563 | val_loss: 0.0311863 | Time: 2271.38 ms [2021-11-21 16:52:19 main:574] : INFO : Epoch 1632 | loss: 0.031156 | val_loss: 0.0311866 | Time: 2595.25 ms [2021-11-21 16:52:21 main:574] : INFO : Epoch 1633 | loss: 0.0311561 | val_loss: 0.0311868 | Time: 2228.4 ms [2021-11-21 16:52:24 main:574] : INFO : Epoch 1634 | loss: 0.0311558 | val_loss: 0.0311841 | Time: 2231.6 ms [2021-11-21 16:52:26 main:574] : INFO : Epoch 1635 | loss: 0.031155 | val_loss: 0.0311886 | Time: 2291.19 ms [2021-11-21 16:52:28 main:574] : INFO : Epoch 1636 | loss: 0.0311553 | val_loss: 0.0311855 | Time: 2260.4 ms [2021-11-21 16:52:31 main:574] : INFO : Epoch 1637 | loss: 0.0311559 | val_loss: 0.0311809 | Time: 2298.42 ms [2021-11-21 16:52:33 main:574] : INFO : Epoch 1638 | loss: 0.0311581 | val_loss: 0.0311843 | Time: 2323.29 ms [2021-11-21 16:52:35 main:574] : INFO : Epoch 1639 | loss: 0.0311576 | val_loss: 0.0311896 | Time: 2366.19 ms [2021-11-21 16:52:38 main:574] : INFO : Epoch 1640 | loss: 0.0311565 | val_loss: 0.0311844 | Time: 2378.89 ms [2021-11-21 16:52:40 main:574] : INFO : Epoch 1641 | loss: 0.0311564 | val_loss: 0.0311869 | Time: 2286.99 ms [2021-11-21 16:52:42 main:574] : INFO : Epoch 1642 | loss: 0.0311591 | val_loss: 0.0311869 | Time: 2265.52 ms [2021-11-21 16:52:45 main:574] : INFO : Epoch 1643 | loss: 0.0311557 | val_loss: 0.0311848 | Time: 2297.06 ms [2021-11-21 16:52:47 main:574] : INFO : Epoch 1644 | loss: 0.0311557 | val_loss: 0.0311847 | Time: 2328.01 ms [2021-11-21 16:52:49 main:574] : INFO : Epoch 1645 | loss: 0.0311548 | val_loss: 0.0311821 | Time: 2382.27 ms [2021-11-21 16:52:52 main:574] : INFO : Epoch 1646 | loss: 0.0311548 | val_loss: 0.0311841 | Time: 2285.39 ms [2021-11-21 16:52:54 main:574] : INFO : Epoch 1647 | loss: 0.0311545 | val_loss: 0.031187 | Time: 2391.55 ms [2021-11-21 16:52:56 main:574] : INFO : Epoch 1648 | loss: 0.0311548 | val_loss: 0.0311856 | Time: 2398.05 ms [2021-11-21 16:52:59 main:574] : INFO : Epoch 1649 | loss: 0.0311562 | val_loss: 0.0311871 | Time: 2421.08 ms [2021-11-21 16:53:01 main:574] : INFO : Epoch 1650 | loss: 0.0311536 | val_loss: 0.0311868 | Time: 2510.94 ms [2021-11-21 16:53:04 main:574] : INFO : Epoch 1651 | loss: 0.0311539 | val_loss: 0.0311876 | Time: 2410.04 ms [2021-11-21 16:53:06 main:574] : INFO : Epoch 1652 | loss: 0.0311542 | val_loss: 0.0311854 | Time: 2263.2 ms [2021-11-21 16:53:08 main:574] : INFO : Epoch 1653 | loss: 0.0311529 | val_loss: 0.0311884 | Time: 2254.31 ms [2021-11-21 16:53:10 main:574] : INFO : Epoch 1654 | loss: 0.0311549 | val_loss: 0.0311871 | Time: 2234.36 ms [2021-11-21 16:53:13 main:574] : INFO : Epoch 1655 | loss: 0.0311546 | val_loss: 0.0311892 | Time: 2201.4 ms [2021-11-21 16:53:15 main:574] : INFO : Epoch 1656 | loss: 0.0311555 | val_loss: 0.0311877 | Time: 2224.89 ms [2021-11-21 16:53:17 main:574] : INFO : Epoch 1657 | loss: 0.031157 | val_loss: 0.0311881 | Time: 2232.75 ms [2021-11-21 16:53:19 main:574] : INFO : Epoch 1658 | loss: 0.0318845 | val_loss: 0.0316182 | Time: 2255.39 ms [2021-11-21 16:53:22 main:574] : INFO : Epoch 1659 | loss: 0.0399843 | val_loss: 0.032989 | Time: 2212.31 ms [2021-11-21 16:53:24 main:574] : INFO : Epoch 1660 | loss: 0.0321296 | val_loss: 0.0312663 | Time: 2211.69 ms [2021-11-21 16:53:26 main:574] : INFO : Epoch 1661 | loss: 0.0313207 | val_loss: 0.0312701 | Time: 2230.13 ms [2021-11-21 16:53:28 main:574] : INFO : Epoch 1662 | loss: 0.0312529 | val_loss: 0.0312434 | Time: 2304.34 ms [2021-11-21 16:53:31 main:574] : INFO : Epoch 1663 | loss: 0.0312374 | val_loss: 0.0312311 | Time: 2271.02 ms [2021-11-21 16:53:33 main:574] : INFO : Epoch 1664 | loss: 0.0312264 | val_loss: 0.0312215 | Time: 2460.37 ms [2021-11-21 16:53:35 main:574] : INFO : Epoch 1665 | loss: 0.0312179 | val_loss: 0.0312139 | Time: 2292.98 ms [2021-11-21 16:53:38 main:574] : INFO : Epoch 1666 | loss: 0.0312112 | val_loss: 0.0312065 | Time: 2341.75 ms [2021-11-21 16:53:40 main:574] : INFO : Epoch 1667 | loss: 0.0312059 | val_loss: 0.0312007 | Time: 2291.09 ms [2021-11-21 16:53:43 main:574] : INFO : Epoch 1668 | loss: 0.0312017 | val_loss: 0.0311968 | Time: 2470.69 ms [2021-11-21 16:53:45 main:574] : INFO : Epoch 1669 | loss: 0.0311992 | val_loss: 0.0311963 | Time: 2342.61 ms [2021-11-21 16:53:47 main:574] : INFO : Epoch 1670 | loss: 0.0311977 | val_loss: 0.0311952 | Time: 2222.59 ms [2021-11-21 16:53:49 main:574] : INFO : Epoch 1671 | loss: 0.0311966 | val_loss: 0.0311941 | Time: 2246.45 ms [2021-11-21 16:53:52 main:574] : INFO : Epoch 1672 | loss: 0.0311955 | val_loss: 0.031193 | Time: 2234.17 ms [2021-11-21 16:53:54 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.0311917 | Time: 2305.59 ms [2021-11-21 16:53:56 main:574] : INFO : Epoch 1674 | loss: 0.0311926 | val_loss: 0.0311906 | Time: 2241.8 ms [2021-11-21 16:53:58 main:574] : INFO : Epoch 1675 | loss: 0.0311922 | val_loss: 0.0311876 | Time: 2245.67 ms [2021-11-21 16:54:01 main:574] : INFO : Epoch 1676 | loss: 0.0311889 | val_loss: 0.0311838 | Time: 2274.94 ms [2021-11-21 16:54:03 main:574] : INFO : Epoch 1677 | loss: 0.0311866 | val_loss: 0.0311837 | Time: 2296.76 ms [2021-11-21 16:54:05 main:574] : INFO : Epoch 1678 | loss: 0.0311845 | val_loss: 0.0311823 | Time: 2316.96 ms [2021-11-21 16:54:08 main:574] : INFO : Epoch 1679 | loss: 0.0311827 | val_loss: 0.0311818 | Time: 2243.57 ms [2021-11-21 16:54:10 main:574] : INFO : Epoch 1680 | loss: 0.0311822 | val_loss: 0.0311821 | Time: 2187.84 ms [2021-11-21 16:54:12 main:574] : INFO : Epoch 1681 | loss: 0.0311815 | val_loss: 0.0311812 | Time: 2250.5 ms [2021-11-21 16:54:14 main:574] : INFO : Epoch 1682 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 2288.02 ms [2021-11-21 16:54:17 main:574] : INFO : Epoch 1683 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 2342.73 ms [2021-11-21 16:54:19 main:574] : INFO : Epoch 1684 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 2269.09 ms [2021-11-21 16:54:21 main:574] : INFO : Epoch 1685 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 2204.6 ms [2021-11-21 16:54:24 main:574] : INFO : Epoch 1686 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 2399.76 ms [2021-11-21 16:54:26 main:574] : INFO : Epoch 1687 | loss: 0.0311806 | val_loss: 0.0311857 | Time: 2269.84 ms [2021-11-21 16:54:28 main:574] : INFO : Epoch 1688 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 2248.97 ms [2021-11-21 16:54:30 main:574] : INFO : Epoch 1689 | loss: 0.031179 | val_loss: 0.0311828 | Time: 2238.09 ms [2021-11-21 16:54:33 main:574] : INFO : Epoch 1690 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 2409.05 ms [2021-11-21 16:54:35 main:574] : INFO : Epoch 1691 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 2263.84 ms [2021-11-21 16:54:37 main:574] : INFO : Epoch 1692 | loss: 0.0311771 | val_loss: 0.0311815 | Time: 2210.91 ms [2021-11-21 16:54:39 main:574] : INFO : Epoch 1693 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 2247.15 ms [2021-11-21 16:54:42 main:574] : INFO : Epoch 1694 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 2224.27 ms [2021-11-21 16:54:44 main:574] : INFO : Epoch 1695 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 2240.41 ms [2021-11-21 16:54:46 main:574] : INFO : Epoch 1696 | loss: 0.031176 | val_loss: 0.0311825 | Time: 2238.3 ms [2021-11-21 16:54:48 main:574] : INFO : Epoch 1697 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 2227.99 ms [2021-11-21 16:54:51 main:574] : INFO : Epoch 1698 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 2187.76 ms [2021-11-21 16:54:53 main:574] : INFO : Epoch 1699 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 2296.2 ms [2021-11-21 16:54:55 main:574] : INFO : Epoch 1700 | loss: 0.031174 | val_loss: 0.0311812 | Time: 2243.39 ms [2021-11-21 16:54:57 main:574] : INFO : Epoch 1701 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 2191.44 ms [2021-11-21 16:55:00 main:574] : INFO : Epoch 1702 | loss: 0.0311734 | val_loss: 0.0311818 | Time: 2248.53 ms [2021-11-21 16:55:02 main:574] : INFO : Epoch 1703 | loss: 0.0311729 | val_loss: 0.0311829 | Time: 2239.91 ms [2021-11-21 16:55:04 main:574] : INFO : Epoch 1704 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 2216.16 ms [2021-11-21 16:55:06 main:574] : INFO : Epoch 1705 | loss: 0.0311727 | val_loss: 0.0311832 | Time: 2418.53 ms [2021-11-21 16:55:09 main:574] : INFO : Epoch 1706 | loss: 0.0311721 | val_loss: 0.031183 | Time: 2609.75 ms [2021-11-21 16:55:11 main:574] : INFO : Epoch 1707 | loss: 0.0311718 | val_loss: 0.0311832 | Time: 2245.4 ms [2021-11-21 16:55:14 main:574] : INFO : Epoch 1708 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 2269.22 ms [2021-11-21 16:55:16 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.0311831 | Time: 2234.54 ms [2021-11-21 16:55:18 main:574] : INFO : Epoch 1710 | loss: 0.0311723 | val_loss: 0.0311839 | Time: 2209.56 ms [2021-11-21 16:55:20 main:574] : INFO : Epoch 1711 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 2228.34 ms [2021-11-21 16:55:23 main:574] : INFO : Epoch 1712 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 2250.72 ms [2021-11-21 16:55:25 main:574] : INFO : Epoch 1713 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 2224.51 ms [2021-11-21 16:55:27 main:574] : INFO : Epoch 1714 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2222.49 ms [2021-11-21 16:55:29 main:574] : INFO : Epoch 1715 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 2257.14 ms [2021-11-21 16:55:32 main:574] : INFO : Epoch 1716 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 2297.07 ms [2021-11-21 16:55:34 main:574] : INFO : Epoch 1717 | loss: 0.0311701 | val_loss: 0.031184 | Time: 2230.9 ms [2021-11-21 16:55:36 main:574] : INFO : Epoch 1718 | loss: 0.0311701 | val_loss: 0.0311829 | Time: 2203.39 ms [2021-11-21 16:55:38 main:574] : INFO : Epoch 1719 | loss: 0.0311699 | val_loss: 0.0311841 | Time: 2297.69 ms [2021-11-21 16:55:41 main:574] : INFO : Epoch 1720 | loss: 0.0311697 | val_loss: 0.0311843 | Time: 2271.67 ms [2021-11-21 16:55:43 main:574] : INFO : Epoch 1721 | loss: 0.0311695 | val_loss: 0.0311841 | Time: 2262.4 ms [2021-11-21 16:55:45 main:574] : INFO : Epoch 1722 | loss: 0.0311689 | val_loss: 0.0311842 | Time: 2267.98 ms [2021-11-21 16:55:47 main:574] : INFO : Epoch 1723 | loss: 0.0311697 | val_loss: 0.0311873 | Time: 2254.67 ms [2021-11-21 16:55:50 main:574] : INFO : Epoch 1724 | loss: 0.031171 | val_loss: 0.0311836 | Time: 2247.05 ms [2021-11-21 16:55:52 main:574] : INFO : Epoch 1725 | loss: 0.03117 | val_loss: 0.031184 | Time: 2213.66 ms [2021-11-21 16:55:54 main:574] : INFO : Epoch 1726 | loss: 0.0311695 | val_loss: 0.0311828 | Time: 2186.3 ms [2021-11-21 16:55:56 main:574] : INFO : Epoch 1727 | loss: 0.0311691 | val_loss: 0.0311828 | Time: 2203.91 ms [2021-11-21 16:55:58 main:574] : INFO : Epoch 1728 | loss: 0.0311682 | val_loss: 0.0311849 | Time: 2224.85 ms [2021-11-21 16:56:01 main:574] : INFO : Epoch 1729 | loss: 0.0311689 | val_loss: 0.0311826 | Time: 2349.76 ms [2021-11-21 16:56:03 main:574] : INFO : Epoch 1730 | loss: 0.0311682 | val_loss: 0.0311864 | Time: 2235.8 ms [2021-11-21 16:56:05 main:574] : INFO : Epoch 1731 | loss: 0.0311683 | val_loss: 0.0311854 | Time: 2332.9 ms [2021-11-21 16:56:08 main:574] : INFO : Epoch 1732 | loss: 0.0311681 | val_loss: 0.0311831 | Time: 2245.17 ms [2021-11-21 16:56:10 main:574] : INFO : Epoch 1733 | loss: 0.0311673 | val_loss: 0.0311833 | Time: 2340.98 ms [2021-11-21 16:56:12 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.0311825 | Time: 2202.76 ms [2021-11-21 16:56:14 main:574] : INFO : Epoch 1735 | loss: 0.0311664 | val_loss: 0.0311827 | Time: 2228.39 ms [2021-11-21 16:56:17 main:574] : INFO : Epoch 1736 | loss: 0.0311666 | val_loss: 0.0311838 | Time: 2235.85 ms [2021-11-21 16:56:19 main:574] : INFO : Epoch 1737 | loss: 0.0311671 | val_loss: 0.0311844 | Time: 2242.64 ms [2021-11-21 16:56:21 main:574] : INFO : Epoch 1738 | loss: 0.0311679 | val_loss: 0.0311834 | Time: 2198.48 ms [2021-11-21 16:56:23 main:574] : INFO : Epoch 1739 | loss: 0.0311686 | val_loss: 0.0311837 | Time: 2206.97 ms [2021-11-21 16:56:26 main:574] : INFO : Epoch 1740 | loss: 0.0311682 | val_loss: 0.0311842 | Time: 2196.43 ms [2021-11-21 16:56:28 main:574] : INFO : Epoch 1741 | loss: 0.0311677 | val_loss: 0.0311824 | Time: 2230.94 ms [2021-11-21 16:56:30 main:574] : INFO : Epoch 1742 | loss: 0.0311675 | val_loss: 0.0311876 | Time: 2286.68 ms [2021-11-21 16:56:32 main:574] : INFO : Epoch 1743 | loss: 0.031168 | val_loss: 0.0311827 | Time: 2376.47 ms [2021-11-21 16:56:35 main:574] : INFO : Epoch 1744 | loss: 0.0311673 | val_loss: 0.0311859 | Time: 2528.13 ms [2021-11-21 16:56:37 main:574] : INFO : Epoch 1745 | loss: 0.0311663 | val_loss: 0.0311831 | Time: 2516.36 ms [2021-11-21 16:56:40 main:574] : INFO : Epoch 1746 | loss: 0.0311651 | val_loss: 0.0311837 | Time: 2323.47 ms [2021-11-21 16:56:42 main:574] : INFO : Epoch 1747 | loss: 0.0311671 | val_loss: 0.0311847 | Time: 2255.35 ms [2021-11-21 16:56:44 main:574] : INFO : Epoch 1748 | loss: 0.0311658 | val_loss: 0.0311827 | Time: 2258.07 ms [2021-11-21 16:56:47 main:574] : INFO : Epoch 1749 | loss: 0.0311651 | val_loss: 0.0311835 | Time: 2395.51 ms [2021-11-21 16:56:49 main:574] : INFO : Epoch 1750 | loss: 0.0311663 | val_loss: 0.0311839 | Time: 2248.32 ms [2021-11-21 16:56:51 main:574] : INFO : Epoch 1751 | loss: 0.0311653 | val_loss: 0.0311863 | Time: 2264.16 ms [2021-11-21 16:56:54 main:574] : INFO : Epoch 1752 | loss: 0.0311675 | val_loss: 0.0311847 | Time: 2236.29 ms [2021-11-21 16:56:56 main:574] : INFO : Epoch 1753 | loss: 0.0311693 | val_loss: 0.0311841 | Time: 2193.07 ms [2021-11-21 16:56:58 main:574] : INFO : Epoch 1754 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2210.92 ms [2021-11-21 16:57:00 main:574] : INFO : Epoch 1755 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 2205.4 ms [2021-11-21 16:57:02 main:574] : INFO : Epoch 1756 | loss: 0.0311814 | val_loss: 0.0311807 | Time: 2206.17 ms [2021-11-21 16:57:05 main:574] : INFO : Epoch 1757 | loss: 0.0311822 | val_loss: 0.0311793 | Time: 2197.3 ms [2021-11-21 16:57:07 main:574] : INFO : Epoch 1758 | loss: 0.031182 | val_loss: 0.0311909 | Time: 2232.92 ms [2021-11-21 16:57:09 main:574] : INFO : Epoch 1759 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 2213.28 ms [2021-11-21 16:57:11 main:574] : INFO : Epoch 1760 | loss: 0.0312151 | val_loss: 0.0312044 | Time: 2223.53 ms [2021-11-21 16:57:14 main:574] : INFO : Epoch 1761 | loss: 0.031203 | val_loss: 0.0311988 | Time: 2363.8 ms [2021-11-21 16:57:16 main:574] : INFO : Epoch 1762 | loss: 0.0311977 | val_loss: 0.0311941 | Time: 2313.34 ms [2021-11-21 16:57:19 main:574] : INFO : Epoch 1763 | loss: 0.031194 | val_loss: 0.0311912 | Time: 2798.88 ms [2021-11-21 16:57:21 main:574] : INFO : Epoch 1764 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 2419.55 ms [2021-11-21 16:57:23 main:574] : INFO : Epoch 1765 | loss: 0.03119 | val_loss: 0.0311894 | Time: 2333.36 ms [2021-11-21 16:57:26 main:574] : INFO : Epoch 1766 | loss: 0.0311893 | val_loss: 0.031186 | Time: 2355.87 ms [2021-11-21 16:57:28 main:574] : INFO : Epoch 1767 | loss: 0.031188 | val_loss: 0.0311862 | Time: 2253.72 ms [2021-11-21 16:57:30 main:574] : INFO : Epoch 1768 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 2394.34 ms [2021-11-21 16:57:33 main:574] : INFO : Epoch 1769 | loss: 0.0311885 | val_loss: 0.0311862 | Time: 2236.99 ms [2021-11-21 16:57:35 main:574] : INFO : Epoch 1770 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 2364.26 ms [2021-11-21 16:57:37 main:574] : INFO : Epoch 1771 | loss: 0.0311869 | val_loss: 0.0311851 | Time: 2382.73 ms [2021-11-21 16:57:40 main:574] : INFO : Epoch 1772 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 2459.15 ms [2021-11-21 16:57:42 main:574] : INFO : Epoch 1773 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 2429.84 ms [2021-11-21 16:57:45 main:574] : INFO : Epoch 1774 | loss: 0.0311859 | val_loss: 0.031185 | Time: 2410.49 ms [2021-11-21 16:57:47 main:574] : INFO : Epoch 1775 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 2276.68 ms [2021-11-21 16:57:49 main:574] : INFO : Epoch 1776 | loss: 0.0311852 | val_loss: 0.031185 | Time: 2335.42 ms [2021-11-21 16:57:52 main:574] : INFO : Epoch 1777 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 2333.32 ms [2021-11-21 16:57:54 main:574] : INFO : Epoch 1778 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 2152.91 ms [2021-11-21 16:57:56 main:574] : INFO : Epoch 1779 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 2177.37 ms [2021-11-21 16:57:58 main:574] : INFO : Epoch 1780 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 2197.73 ms [2021-11-21 16:58:00 main:574] : INFO : Epoch 1781 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 2137.13 ms [2021-11-21 16:58:03 main:574] : INFO : Epoch 1782 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 2096.56 ms [2021-11-21 16:58:05 main:574] : INFO : Epoch 1783 | loss: 0.0311851 | val_loss: 0.031187 | Time: 2246.63 ms [2021-11-21 16:58:14 main:574] : INFO : Epoch 1784 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 9015.96 ms [2021-11-21 16:58:17 main:574] : INFO : Epoch 1785 | loss: 0.0311845 | val_loss: 0.0311853 | Time: 3567.87 ms [2021-11-21 16:58:20 main:574] : INFO : Epoch 1786 | loss: 0.0311848 | val_loss: 0.031184 | Time: 2374.38 ms [2021-11-21 16:58:23 main:574] : INFO : Epoch 1787 | loss: 0.0311835 | val_loss: 0.031184 | Time: 3358.86 ms [2021-11-21 16:58:26 main:574] : INFO : Epoch 1788 | loss: 0.0311838 | val_loss: 0.0311834 | Time: 2518.51 ms [2021-11-21 16:58:28 main:574] : INFO : Epoch 1789 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 2507.31 ms [2021-11-21 16:58:30 main:574] : INFO : Epoch 1790 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 2224.24 ms [2021-11-21 16:58:33 main:574] : INFO : Epoch 1791 | loss: 0.0311836 | val_loss: 0.0311844 | Time: 2206.87 ms [2021-11-21 16:58:35 main:574] : INFO : Epoch 1792 | loss: 0.0311847 | val_loss: 0.0311858 | Time: 2234.66 ms [2021-11-21 16:58:37 main:574] : INFO : Epoch 1793 | loss: 0.0311833 | val_loss: 0.0311846 | Time: 2208.76 ms [2021-11-21 16:58:39 main:574] : INFO : Epoch 1794 | loss: 0.0311828 | val_loss: 0.0311834 | Time: 2204.64 ms [2021-11-21 16:58:42 main:574] : INFO : Epoch 1795 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 2222.45 ms [2021-11-21 16:58:44 main:574] : INFO : Epoch 1796 | loss: 0.0311833 | val_loss: 0.0311864 | Time: 2234.25 ms [2021-11-21 16:58:46 main:574] : INFO : Epoch 1797 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 2340.28 ms [2021-11-21 16:58:48 main:574] : INFO : Epoch 1798 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 2339.47 ms [2021-11-21 16:58:51 main:574] : INFO : Epoch 1799 | loss: 0.0311821 | val_loss: 0.0311828 | Time: 2214.09 ms [2021-11-21 16:58:53 main:574] : INFO : Epoch 1800 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 2264.92 ms [2021-11-21 16:58:55 main:574] : INFO : Epoch 1801 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 2284.35 ms [2021-11-21 16:58:58 main:574] : INFO : Epoch 1802 | loss: 0.031182 | val_loss: 0.0311853 | Time: 2349.11 ms [2021-11-21 16:59:00 main:574] : INFO : Epoch 1803 | loss: 0.031184 | val_loss: 0.0311838 | Time: 2250.46 ms [2021-11-21 16:59:02 main:574] : INFO : Epoch 1804 | loss: 0.0311828 | val_loss: 0.0311825 | Time: 2160.71 ms [2021-11-21 16:59:04 main:574] : INFO : Epoch 1805 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 2197.51 ms [2021-11-21 16:59:06 main:574] : INFO : Epoch 1806 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2256.07 ms [2021-11-21 16:59:09 main:574] : INFO : Epoch 1807 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 2298.84 ms [2021-11-21 16:59:11 main:574] : INFO : Epoch 1808 | loss: 0.0311815 | val_loss: 0.0311822 | Time: 2417.16 ms [2021-11-21 16:59:14 main:574] : INFO : Epoch 1809 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 2368.84 ms [2021-11-21 16:59:16 main:574] : INFO : Epoch 1810 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 2561.4 ms [2021-11-21 16:59:18 main:574] : INFO : Epoch 1811 | loss: 0.0311804 | val_loss: 0.0311825 | Time: 2229.85 ms [2021-11-21 16:59:21 main:574] : INFO : Epoch 1812 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 2244.09 ms [2021-11-21 16:59:24 main:574] : INFO : Epoch 1813 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 2430.88 ms [2021-11-21 16:59:27 main:574] : INFO : Epoch 1814 | loss: 0.031182 | val_loss: 0.0311841 | Time: 2271.2 ms [2021-11-21 16:59:29 main:574] : INFO : Epoch 1815 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 2475.01 ms [2021-11-21 16:59:31 main:574] : INFO : Epoch 1816 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 2249.84 ms [2021-11-21 16:59:33 main:574] : INFO : Epoch 1817 | loss: 0.0311808 | val_loss: 0.0311837 | Time: 2225.88 ms [2021-11-21 16:59:36 main:574] : INFO : Epoch 1818 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 2230.24 ms [2021-11-21 16:59:38 main:574] : INFO : Epoch 1819 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 2298.74 ms [2021-11-21 16:59:40 main:574] : INFO : Epoch 1820 | loss: 0.03118 | val_loss: 0.031183 | Time: 2371.82 ms [2021-11-21 16:59:43 main:574] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 2351.12 ms [2021-11-21 16:59:45 main:574] : INFO : Epoch 1822 | loss: 0.03118 | val_loss: 0.0311811 | Time: 2495.2 ms [2021-11-21 16:59:48 main:574] : INFO : Epoch 1823 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 2243.6 ms [2021-11-21 16:59:50 main:574] : INFO : Epoch 1824 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 2180.33 ms [2021-11-21 16:59:52 main:574] : INFO : Epoch 1825 | loss: 0.0311799 | val_loss: 0.031181 | Time: 2166.48 ms [2021-11-21 16:59:54 main:574] : INFO : Epoch 1826 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 2154.52 ms [2021-11-21 16:59:57 main:574] : INFO : Epoch 1827 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 2161.05 ms [2021-11-21 16:59:59 main:574] : INFO : Epoch 1828 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 2201.38 ms [2021-11-21 17:00:02 main:574] : INFO : Epoch 1829 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 2384.23 ms [2021-11-21 17:00:04 main:574] : INFO : Epoch 1830 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 2167.2 ms [2021-11-21 17:00:07 main:574] : INFO : Epoch 1831 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 2482.03 ms [2021-11-21 17:00:10 main:574] : INFO : Epoch 1832 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 2581.63 ms [2021-11-21 17:00:12 main:574] : INFO : Epoch 1833 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 2267.3 ms [2021-11-21 17:00:14 main:574] : INFO : Epoch 1834 | loss: 0.03118 | val_loss: 0.0311814 | Time: 2282.57 ms [2021-11-21 17:00:17 main:574] : INFO : Epoch 1835 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 2610.73 ms [2021-11-21 17:00:19 main:574] : INFO : Epoch 1836 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 2436.2 ms [2021-11-21 17:00:22 main:574] : INFO : Epoch 1837 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 2426.72 ms [2021-11-21 17:00:24 main:574] : INFO : Epoch 1838 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 2519.2 ms [2021-11-21 17:00:27 main:574] : INFO : Epoch 1839 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 2487.73 ms [2021-11-21 17:00:29 main:574] : INFO : Epoch 1840 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2534.91 ms [2021-11-21 17:00:32 main:574] : INFO : Epoch 1841 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 2497.21 ms [2021-11-21 17:00:34 main:574] : INFO : Epoch 1842 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 2329.2 ms [2021-11-21 17:00:37 main:574] : INFO : Epoch 1843 | loss: 0.031179 | val_loss: 0.0311802 | Time: 2492.15 ms [2021-11-21 17:00:39 main:574] : INFO : Epoch 1844 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 2397.92 ms [2021-11-21 17:00:42 main:574] : INFO : Epoch 1845 | loss: 0.0311798 | val_loss: 0.0311832 | Time: 2696.22 ms [2021-11-21 17:00:44 main:574] : INFO : Epoch 1846 | loss: 0.0311789 | val_loss: 0.0311845 | Time: 2598.71 ms [2021-11-21 17:00:47 main:574] : INFO : Epoch 1847 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 2580.99 ms [2021-11-21 17:00:50 main:574] : INFO : Epoch 1848 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 2776.06 ms [2021-11-21 17:00:52 main:574] : INFO : Epoch 1849 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 2539.82 ms [2021-11-21 17:00:55 main:574] : INFO : Epoch 1850 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 2507.71 ms [2021-11-21 17:00:57 main:574] : INFO : Epoch 1851 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 2437.61 ms [2021-11-21 17:01:00 main:574] : INFO : Epoch 1852 | loss: 0.031178 | val_loss: 0.0311829 | Time: 2251.2 ms [2021-11-21 17:01:02 main:574] : INFO : Epoch 1853 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 2190.3 ms [2021-11-21 17:01:04 main:574] : INFO : Epoch 1854 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2171.63 ms [2021-11-21 17:01:06 main:574] : INFO : Epoch 1855 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2147.58 ms [2021-11-21 17:01:08 main:574] : INFO : Epoch 1856 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 2130.62 ms [2021-11-21 17:01:10 main:574] : INFO : Epoch 1857 | loss: 0.031178 | val_loss: 0.0311795 | Time: 2165.01 ms [2021-11-21 17:01:13 main:574] : INFO : Epoch 1858 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2175.3 ms [2021-11-21 17:01:15 main:574] : INFO : Epoch 1859 | loss: 0.0311765 | val_loss: 0.03118 | Time: 2328.4 ms [2021-11-21 17:01:18 main:574] : INFO : Epoch 1860 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 2921.83 ms [2021-11-21 17:01:21 main:574] : INFO : Epoch 1861 | loss: 0.0311881 | val_loss: 0.031186 | Time: 2749.87 ms [2021-11-21 17:01:23 main:574] : INFO : Epoch 1862 | loss: 0.031187 | val_loss: 0.031183 | Time: 2585.14 ms [2021-11-21 17:01:26 main:574] : INFO : Epoch 1863 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 2562.16 ms [2021-11-21 17:01:28 main:574] : INFO : Epoch 1864 | loss: 0.0311855 | val_loss: 0.0311827 | Time: 2428.16 ms [2021-11-21 17:01:31 main:574] : INFO : Epoch 1865 | loss: 0.0311842 | val_loss: 0.0311834 | Time: 2476.2 ms [2021-11-21 17:01:33 main:574] : INFO : Epoch 1866 | loss: 0.031183 | val_loss: 0.0311804 | Time: 2254.79 ms [2021-11-21 17:01:35 main:574] : INFO : Epoch 1867 | loss: 0.031182 | val_loss: 0.0311801 | Time: 2177.64 ms [2021-11-21 17:01:37 main:574] : INFO : Epoch 1868 | loss: 0.0311819 | val_loss: 0.0311798 | Time: 2222.2 ms [2021-11-21 17:01:40 main:574] : INFO : Epoch 1869 | loss: 0.0311811 | val_loss: 0.0311803 | Time: 2180.29 ms [2021-11-21 17:01:42 main:574] : INFO : Epoch 1870 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 2147.12 ms [2021-11-21 17:01:44 main:574] : INFO : Epoch 1871 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 2536.27 ms [2021-11-21 17:01:47 main:574] : INFO : Epoch 1872 | loss: 0.0311813 | val_loss: 0.0311834 | Time: 2820.68 ms [2021-11-21 17:01:50 main:574] : INFO : Epoch 1873 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 2541.97 ms [2021-11-21 17:01:52 main:574] : INFO : Epoch 1874 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 2555.38 ms [2021-11-21 17:01:55 main:574] : INFO : Epoch 1875 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 2524.32 ms [2021-11-21 17:01:57 main:574] : INFO : Epoch 1876 | loss: 0.0311805 | val_loss: 0.0311796 | Time: 2183.43 ms [2021-11-21 17:01:59 main:574] : INFO : Epoch 1877 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 2246.75 ms [2021-11-21 17:02:01 main:574] : INFO : Epoch 1878 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 2197.56 ms [2021-11-21 17:02:03 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 2146.24 ms [2021-11-21 17:02:06 main:574] : INFO : Epoch 1880 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 2339.22 ms [2021-11-21 17:02:11 main:574] : INFO : Epoch 1881 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 5073.02 ms [2021-11-21 17:02:14 main:574] : INFO : Epoch 1882 | loss: 0.0311784 | val_loss: 0.0311788 | Time: 3160.19 ms [2021-11-21 17:02:16 main:574] : INFO : Epoch 1883 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 2269.32 ms [2021-11-21 17:02:19 main:574] : INFO : Epoch 1884 | loss: 0.0311776 | val_loss: 0.031179 | Time: 2187.29 ms [2021-11-21 17:02:21 main:574] : INFO : Epoch 1885 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 2176.29 ms [2021-11-21 17:02:23 main:574] : INFO : Epoch 1886 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 2156.49 ms [2021-11-21 17:02:25 main:574] : INFO : Epoch 1887 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2127.36 ms [2021-11-21 17:02:27 main:574] : INFO : Epoch 1888 | loss: 0.0311772 | val_loss: 0.031179 | Time: 2198.42 ms [2021-11-21 17:02:29 main:574] : INFO : Epoch 1889 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 2206.03 ms [2021-11-21 17:02:32 main:574] : INFO : Epoch 1890 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 2164.81 ms [2021-11-21 17:02:34 main:574] : INFO : Epoch 1891 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2198.9 ms [2021-11-21 17:02:36 main:574] : INFO : Epoch 1892 | loss: 0.0311789 | val_loss: 0.0311861 | Time: 2201.55 ms [2021-11-21 17:02:38 main:574] : INFO : Epoch 1893 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 2207.8 ms [2021-11-21 17:02:40 main:574] : INFO : Epoch 1894 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 2206.32 ms [2021-11-21 17:02:43 main:574] : INFO : Epoch 1895 | loss: 0.031178 | val_loss: 0.0311798 | Time: 2229.71 ms [2021-11-21 17:02:45 main:574] : INFO : Epoch 1896 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 2198.05 ms [2021-11-21 17:02:47 main:574] : INFO : Epoch 1897 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 2220.34 ms [2021-11-21 17:02:50 main:574] : INFO : Epoch 1898 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 2565.18 ms [2021-11-21 17:02:52 main:574] : INFO : Epoch 1899 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 2507.6 ms [2021-11-21 17:02:55 main:574] : INFO : Epoch 1900 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 2739.65 ms [2021-11-21 17:02:57 main:574] : INFO : Epoch 1901 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2401.72 ms [2021-11-21 17:03:00 main:574] : INFO : Epoch 1902 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 2620.73 ms [2021-11-21 17:03:02 main:574] : INFO : Epoch 1903 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 2452.84 ms [2021-11-21 17:03:05 main:574] : INFO : Epoch 1904 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 2449.17 ms [2021-11-21 17:03:08 main:574] : INFO : Epoch 1905 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 2785.96 ms [2021-11-21 17:03:10 main:574] : INFO : Epoch 1906 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 2195.81 ms [2021-11-21 17:03:12 main:574] : INFO : Epoch 1907 | loss: 0.031176 | val_loss: 0.0311829 | Time: 2568.51 ms [2021-11-21 17:03:15 main:574] : INFO : Epoch 1908 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 2624.47 ms [2021-11-21 17:03:18 main:574] : INFO : Epoch 1909 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 2822.32 ms [2021-11-21 17:03:20 main:574] : INFO : Epoch 1910 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 2556.72 ms [2021-11-21 17:03:23 main:574] : INFO : Epoch 1911 | loss: 0.031176 | val_loss: 0.0311792 | Time: 2282.95 ms [2021-11-21 17:03:25 main:574] : INFO : Epoch 1912 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2175.71 ms [2021-11-21 17:03:27 main:574] : INFO : Epoch 1913 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 2146.87 ms [2021-11-21 17:03:29 main:574] : INFO : Epoch 1914 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 2283.06 ms [2021-11-21 17:03:32 main:574] : INFO : Epoch 1915 | loss: 0.0311748 | val_loss: 0.031182 | Time: 2391.57 ms [2021-11-21 17:03:34 main:574] : INFO : Epoch 1916 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 2281.25 ms [2021-11-21 17:03:36 main:574] : INFO : Epoch 1917 | loss: 0.0311753 | val_loss: 0.0311815 | Time: 2212.94 ms [2021-11-21 17:03:39 main:574] : INFO : Epoch 1918 | loss: 0.031175 | val_loss: 0.0311799 | Time: 2253.87 ms [2021-11-21 17:03:41 main:574] : INFO : Epoch 1919 | loss: 0.031176 | val_loss: 0.0311796 | Time: 2214.87 ms [2021-11-21 17:03:43 main:574] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 2199.17 ms [2021-11-21 17:03:45 main:574] : INFO : Epoch 1921 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 2251.43 ms [2021-11-21 17:03:47 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 2219.87 ms [2021-11-21 17:03:50 main:574] : INFO : Epoch 1923 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 2206.44 ms [2021-11-21 17:03:52 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 2216.65 ms [2021-11-21 17:03:54 main:574] : INFO : Epoch 1925 | loss: 0.031174 | val_loss: 0.0311788 | Time: 2222.03 ms [2021-11-21 17:03:56 main:574] : INFO : Epoch 1926 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 2219.18 ms [2021-11-21 17:03:59 main:574] : INFO : Epoch 1927 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 2255.84 ms [2021-11-21 17:04:01 main:574] : INFO : Epoch 1928 | loss: 0.0311747 | val_loss: 0.03118 | Time: 2296.16 ms [2021-11-21 17:04:03 main:574] : INFO : Epoch 1929 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 2272.98 ms [2021-11-21 17:04:05 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 2233.63 ms [2021-11-21 17:04:08 main:574] : INFO : Epoch 1931 | loss: 0.031174 | val_loss: 0.0311828 | Time: 2270.83 ms [2021-11-21 17:04:10 main:574] : INFO : Epoch 1932 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 2214.8 ms [2021-11-21 17:04:12 main:574] : INFO : Epoch 1933 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 2381.26 ms [2021-11-21 17:04:15 main:574] : INFO : Epoch 1934 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 2237.64 ms [2021-11-21 17:04:17 main:574] : INFO : Epoch 1935 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 2194.18 ms [2021-11-21 17:04:19 main:574] : INFO : Epoch 1936 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 2207.1 ms [2021-11-21 17:04:21 main:574] : INFO : Epoch 1937 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 2225.41 ms [2021-11-21 17:04:23 main:574] : INFO : Epoch 1938 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 2301.13 ms [2021-11-21 17:04:26 main:574] : INFO : Epoch 1939 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 2547.07 ms [2021-11-21 17:04:28 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311824 | Time: 2255.61 ms [2021-11-21 17:04:30 main:574] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 2190.16 ms [2021-11-21 17:04:33 main:574] : INFO : Epoch 1942 | loss: 0.0311737 | val_loss: 0.031179 | Time: 2245.26 ms [2021-11-21 17:04:35 main:574] : INFO : Epoch 1943 | loss: 0.031174 | val_loss: 0.0311796 | Time: 2607.59 ms [2021-11-21 17:04:38 main:574] : INFO : Epoch 1944 | loss: 0.0311733 | val_loss: 0.03118 | Time: 2288.07 ms [2021-11-21 17:04:40 main:574] : INFO : Epoch 1945 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 2277.41 ms [2021-11-21 17:04:42 main:574] : INFO : Epoch 1946 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 2295.22 ms [2021-11-21 17:04:44 main:574] : INFO : Epoch 1947 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 2262.64 ms [2021-11-21 17:04:47 main:574] : INFO : Epoch 1948 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2276.28 ms [2021-11-21 17:04:49 main:574] : INFO : Epoch 1949 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 2238.64 ms [2021-11-21 17:04:51 main:574] : INFO : Epoch 1950 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 2231.31 ms [2021-11-21 17:04:53 main:574] : INFO : Epoch 1951 | loss: 0.031173 | val_loss: 0.0311796 | Time: 2267.49 ms [2021-11-21 17:04:56 main:574] : INFO : Epoch 1952 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 2250.24 ms [2021-11-21 17:04:58 main:574] : INFO : Epoch 1953 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 2252.96 ms [2021-11-21 17:05:00 main:574] : INFO : Epoch 1954 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 2205.78 ms [2021-11-21 17:05:02 main:574] : INFO : Epoch 1955 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 2164.58 ms [2021-11-21 17:05:05 main:574] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 2158.53 ms [2021-11-21 17:05:07 main:574] : INFO : Epoch 1957 | loss: 0.031173 | val_loss: 0.0311798 | Time: 2091.02 ms [2021-11-21 17:05:09 main:574] : INFO : Epoch 1958 | loss: 0.0311721 | val_loss: 0.0311793 | Time: 2221.58 ms [2021-11-21 17:05:11 main:574] : INFO : Epoch 1959 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 2219.28 ms [2021-11-21 17:05:13 main:574] : INFO : Epoch 1960 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 2197.49 ms [2021-11-21 17:05:15 main:574] : INFO : Epoch 1961 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2187.41 ms [2021-11-21 17:05:18 main:574] : INFO : Epoch 1962 | loss: 0.0311734 | val_loss: 0.0311807 | Time: 2131.99 ms [2021-11-21 17:05:20 main:574] : INFO : Epoch 1963 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 2206.87 ms [2021-11-21 17:05:22 main:574] : INFO : Epoch 1964 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 2202.75 ms [2021-11-21 17:05:24 main:574] : INFO : Epoch 1965 | loss: 0.0311722 | val_loss: 0.031181 | Time: 2131.77 ms [2021-11-21 17:05:26 main:574] : INFO : Epoch 1966 | loss: 0.0311709 | val_loss: 0.0311813 | Time: 2140.05 ms [2021-11-21 17:05:29 main:574] : INFO : Epoch 1967 | loss: 0.0311716 | val_loss: 0.0311812 | Time: 2263.46 ms [2021-11-21 17:05:31 main:574] : INFO : Epoch 1968 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 2093.29 ms [2021-11-21 17:05:33 main:574] : INFO : Epoch 1969 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 2162.55 ms [2021-11-21 17:05:35 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 2123.22 ms [2021-11-21 17:05:37 main:574] : INFO : Epoch 1971 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 2095.89 ms [2021-11-21 17:05:39 main:574] : INFO : Epoch 1972 | loss: 0.0311717 | val_loss: 0.0311815 | Time: 2175.44 ms [2021-11-21 17:05:41 main:574] : INFO : Epoch 1973 | loss: 0.0311716 | val_loss: 0.031183 | Time: 2183.42 ms [2021-11-21 17:05:44 main:574] : INFO : Epoch 1974 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 2150.13 ms [2021-11-21 17:05:46 main:574] : INFO : Epoch 1975 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 2227.89 ms [2021-11-21 17:05:48 main:574] : INFO : Epoch 1976 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 2302.38 ms [2021-11-21 17:05:50 main:574] : INFO : Epoch 1977 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 2235.87 ms [2021-11-21 17:05:53 main:574] : INFO : Epoch 1978 | loss: 0.031173 | val_loss: 0.0311808 | Time: 2240.11 ms [2021-11-21 17:05:55 main:574] : INFO : Epoch 1979 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 2207.1 ms [2021-11-21 17:05:57 main:574] : INFO : Epoch 1980 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 2195.37 ms [2021-11-21 17:05:59 main:574] : INFO : Epoch 1981 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 2221.48 ms [2021-11-21 17:06:02 main:574] : INFO : Epoch 1982 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 2422.07 ms [2021-11-21 17:06:04 main:574] : INFO : Epoch 1983 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 2209.95 ms [2021-11-21 17:06:06 main:574] : INFO : Epoch 1984 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 2252.34 ms [2021-11-21 17:06:08 main:574] : INFO : Epoch 1985 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 2236.34 ms [2021-11-21 17:06:11 main:574] : INFO : Epoch 1986 | loss: 0.0311704 | val_loss: 0.0311796 | Time: 2278.33 ms [2021-11-21 17:06:13 main:574] : INFO : Epoch 1987 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 2213.82 ms [2021-11-21 17:06:15 main:574] : INFO : Epoch 1988 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 2231.23 ms [2021-11-21 17:06:17 main:574] : INFO : Epoch 1989 | loss: 0.0311702 | val_loss: 0.031179 | Time: 2218.38 ms [2021-11-21 17:06:20 main:574] : INFO : Epoch 1990 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2261.6 ms [2021-11-21 17:06:22 main:574] : INFO : Epoch 1991 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 2184.72 ms [2021-11-21 17:06:24 main:574] : INFO : Epoch 1992 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 2213.75 ms [2021-11-21 17:06:26 main:574] : INFO : Epoch 1993 | loss: 0.0311698 | val_loss: 0.0311796 | Time: 2224.46 ms [2021-11-21 17:06:28 main:574] : INFO : Epoch 1994 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 2209.11 ms [2021-11-21 17:06:31 main:574] : INFO : Epoch 1995 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 2213.93 ms [2021-11-21 17:06:33 main:574] : INFO : Epoch 1996 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 2188.07 ms [2021-11-21 17:06:35 main:574] : INFO : Epoch 1997 | loss: 0.0311696 | val_loss: 0.0311813 | Time: 2213.36 ms [2021-11-21 17:06:37 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.031179 | Time: 2259 ms [2021-11-21 17:06:40 main:574] : INFO : Epoch 1999 | loss: 0.0311704 | val_loss: 0.0311797 | Time: 2221.87 ms [2021-11-21 17:06:42 main:574] : INFO : Epoch 2000 | loss: 0.0311695 | val_loss: 0.0311804 | Time: 2215.84 ms [2021-11-21 17:06:44 main:574] : INFO : Epoch 2001 | loss: 0.031169 | val_loss: 0.0311795 | Time: 2249.57 ms [2021-11-21 17:06:46 main:574] : INFO : Epoch 2002 | loss: 0.0311692 | val_loss: 0.0311806 | Time: 2236.84 ms [2021-11-21 17:06:49 main:574] : INFO : Epoch 2003 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 2202.5 ms [2021-11-21 17:06:51 main:574] : INFO : Epoch 2004 | loss: 0.0311702 | val_loss: 0.0311808 | Time: 2540.43 ms [2021-11-21 17:06:53 main:574] : INFO : Epoch 2005 | loss: 0.0311714 | val_loss: 0.031181 | Time: 2282.98 ms [2021-11-21 17:06:56 main:574] : INFO : Epoch 2006 | loss: 0.0311751 | val_loss: 0.0311903 | Time: 2211.15 ms [2021-11-21 17:06:58 main:574] : INFO : Epoch 2007 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 2251.16 ms [2021-11-21 17:07:00 main:574] : INFO : Epoch 2008 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 2246.74 ms [2021-11-21 17:07:02 main:574] : INFO : Epoch 2009 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 2225.3 ms [2021-11-21 17:07:04 main:574] : INFO : Epoch 2010 | loss: 0.0311771 | val_loss: 0.0311879 | Time: 2195.94 ms [2021-11-21 17:07:07 main:574] : INFO : Epoch 2011 | loss: 0.031179 | val_loss: 0.0311818 | Time: 2196.48 ms [2021-11-21 17:07:09 main:574] : INFO : Epoch 2012 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 2198.34 ms [2021-11-21 17:07:11 main:574] : INFO : Epoch 2013 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 2202.33 ms [2021-11-21 17:07:13 main:574] : INFO : Epoch 2014 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 2242.04 ms [2021-11-21 17:07:16 main:574] : INFO : Epoch 2015 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 2182.06 ms [2021-11-21 17:07:18 main:574] : INFO : Epoch 2016 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 2235.89 ms [2021-11-21 17:07:20 main:574] : INFO : Epoch 2017 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 2204.45 ms [2021-11-21 17:07:22 main:574] : INFO : Epoch 2018 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 2198.72 ms [2021-11-21 17:07:25 main:574] : INFO : Epoch 2019 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 2311.38 ms [2021-11-21 17:07:27 main:574] : INFO : Epoch 2020 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 2202.27 ms [2021-11-21 17:07:29 main:574] : INFO : Epoch 2021 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 2215.36 ms [2021-11-21 17:07:31 main:574] : INFO : Epoch 2022 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 2208.41 ms [2021-11-21 17:07:33 main:574] : INFO : Epoch 2023 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 2228.21 ms [2021-11-21 17:07:36 main:574] : INFO : Epoch 2024 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 2228.06 ms [2021-11-21 17:07:38 main:574] : INFO : Epoch 2025 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 2230.14 ms [2021-11-21 17:07:41 main:574] : INFO : Epoch 2026 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 2238.95 ms [2021-11-21 17:07:43 main:574] : INFO : Epoch 2027 | loss: 0.031172 | val_loss: 0.0311843 | Time: 2252.01 ms [2021-11-21 17:07:45 main:574] : INFO : Epoch 2028 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 2187.12 ms [2021-11-21 17:07:47 main:574] : INFO : Epoch 2029 | loss: 0.0311713 | val_loss: 0.0311809 | Time: 2228.45 ms [2021-11-21 17:07:49 main:574] : INFO : Epoch 2030 | loss: 0.0311699 | val_loss: 0.0311826 | Time: 2193.32 ms [2021-11-21 17:07:52 main:574] : INFO : Epoch 2031 | loss: 0.031169 | val_loss: 0.0311818 | Time: 2250.84 ms [2021-11-21 17:07:54 main:574] : INFO : Epoch 2032 | loss: 0.03117 | val_loss: 0.0311798 | Time: 2245.1 ms [2021-11-21 17:07:56 main:574] : INFO : Epoch 2033 | loss: 0.0311701 | val_loss: 0.0311841 | Time: 2227.95 ms [2021-11-21 17:07:58 main:574] : INFO : Epoch 2034 | loss: 0.0311689 | val_loss: 0.0311818 | Time: 2219.86 ms [2021-11-21 17:08:01 main:574] : INFO : Epoch 2035 | loss: 0.031171 | val_loss: 0.0311923 | Time: 2215.96 ms [2021-11-21 17:08:03 main:574] : INFO : Epoch 2036 | loss: 0.0311747 | val_loss: 0.0311919 | Time: 2211.39 ms [2021-11-21 17:08:05 main:574] : INFO : Epoch 2037 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 2181.21 ms [2021-11-21 17:08:07 main:574] : INFO : Epoch 2038 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2218.81 ms [2021-11-21 17:08:09 main:574] : INFO : Epoch 2039 | loss: 0.0311674 | val_loss: 0.0311806 | Time: 2188.25 ms [2021-11-21 17:08:12 main:574] : INFO : Epoch 2040 | loss: 0.0311686 | val_loss: 0.0311824 | Time: 2262.17 ms [2021-11-21 17:08:14 main:574] : INFO : Epoch 2041 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 2247.39 ms [2021-11-21 17:08:16 main:574] : INFO : Epoch 2042 | loss: 0.0311672 | val_loss: 0.0311806 | Time: 2225.51 ms [2021-11-21 17:08:18 main:574] : INFO : Epoch 2043 | loss: 0.0311687 | val_loss: 0.0311804 | Time: 2178.2 ms [2021-11-21 17:08:21 main:574] : INFO : Epoch 2044 | loss: 0.0311699 | val_loss: 0.0311827 | Time: 2172.51 ms [2021-11-21 17:08:23 main:574] : INFO : Epoch 2045 | loss: 0.0311693 | val_loss: 0.0311808 | Time: 2243.49 ms [2021-11-21 17:08:25 main:574] : INFO : Epoch 2046 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 2223.86 ms [2021-11-21 17:08:27 main:574] : INFO : Epoch 2047 | loss: 0.0311671 | val_loss: 0.0311841 | Time: 2218.96 ms [2021-11-21 17:08:29 main:574] : INFO : Epoch 2048 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 2199.14 ms [2021-11-21 17:08:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311809 [2021-11-21 17:08:30 main:603] : INFO : Saving end state to config to file [2021-11-21 17:08:30 main:608] : INFO : Success, exiting.. 17:08:30 (22912): 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)