Task 9128099
| Name | ParityModified-1636227859-3001-1_1 |
| Workunit | 6357529 |
| Created | 23 Nov 2021, 7:19:29 UTC |
| Sent | 23 Nov 2021, 8:14:55 UTC |
| Report deadline | 30 Nov 2021, 8:14:55 UTC |
| Received | 23 Nov 2021, 11:21:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6778 |
| Run time | 1 hours 22 min 37 sec |
| CPU time | 1 hours 17 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,609.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -23 03:42:49 main:574] : INFO : Epoch 1542 | loss: 0.0311765 | val_loss: 0.0311855 | Time: 2366.87 ms [2021-11-23 03:42:51 main:574] : INFO : Epoch 1543 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 2398.65 ms [2021-11-23 03:42:54 main:574] : INFO : Epoch 1544 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2367.2 ms [2021-11-23 03:42:56 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0311862 | Time: 2386.55 ms [2021-11-23 03:42:58 main:574] : INFO : Epoch 1546 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 2368.06 ms [2021-11-23 03:43:01 main:574] : INFO : Epoch 1547 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 2415.35 ms [2021-11-23 03:43:03 main:574] : INFO : Epoch 1548 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 2376.45 ms [2021-11-23 03:43:06 main:574] : INFO : Epoch 1549 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 2380.64 ms [2021-11-23 03:43:08 main:574] : INFO : Epoch 1550 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 2568.08 ms [2021-11-23 03:43:11 main:574] : INFO : Epoch 1551 | loss: 0.0311754 | val_loss: 0.0311887 | Time: 2395.46 ms [2021-11-23 03:43:13 main:574] : INFO : Epoch 1552 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 2377.52 ms [2021-11-23 03:43:15 main:574] : INFO : Epoch 1553 | loss: 0.031173 | val_loss: 0.0311811 | Time: 2369.15 ms [2021-11-23 03:43:18 main:574] : INFO : Epoch 1554 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 2546.21 ms [2021-11-23 03:43:20 main:574] : INFO : Epoch 1555 | loss: 0.0311725 | val_loss: 0.0311826 | Time: 2378.83 ms [2021-11-23 03:43:23 main:574] : INFO : Epoch 1556 | loss: 0.0311727 | val_loss: 0.0311806 | Time: 2406.78 ms [2021-11-23 03:43:25 main:574] : INFO : Epoch 1557 | loss: 0.0311723 | val_loss: 0.0311817 | Time: 2402.38 ms [2021-11-23 03:43:28 main:574] : INFO : Epoch 1558 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 2388.78 ms [2021-11-23 03:43:30 main:574] : INFO : Epoch 1559 | loss: 0.031173 | val_loss: 0.031183 | Time: 2411.81 ms [2021-11-23 03:43:32 main:574] : INFO : Epoch 1560 | loss: 0.0311746 | val_loss: 0.0311814 | Time: 2370.6 ms [2021-11-23 03:43:35 main:574] : INFO : Epoch 1561 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2396.88 ms [2021-11-23 03:43:37 main:574] : INFO : Epoch 1562 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 2384.19 ms [2021-11-23 03:43:40 main:574] : INFO : Epoch 1563 | loss: 0.0311708 | val_loss: 0.0311818 | Time: 2374.08 ms [2021-11-23 03:43:42 main:574] : INFO : Epoch 1564 | loss: 0.031172 | val_loss: 0.0311822 | Time: 2435.31 ms [2021-11-23 03:43:44 main:574] : INFO : Epoch 1565 | loss: 0.0311715 | val_loss: 0.0311885 | Time: 2375.24 ms [2021-11-23 03:43:47 main:574] : INFO : Epoch 1566 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 2382.31 ms [2021-11-23 03:43:49 main:574] : INFO : Epoch 1567 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 2364 ms [2021-11-23 03:43:52 main:574] : INFO : Epoch 1568 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 2386.91 ms [2021-11-23 03:43:54 main:574] : INFO : Epoch 1569 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 2382.3 ms [2021-11-23 03:43:56 main:574] : INFO : Epoch 1570 | loss: 0.0311783 | val_loss: 0.0311878 | Time: 2433.26 ms [2021-11-23 03:43:59 main:574] : INFO : Epoch 1571 | loss: 0.0311769 | val_loss: 0.0312322 | Time: 2353.46 ms [2021-11-23 03:44:01 main:574] : INFO : Epoch 1572 | loss: 0.0464296 | val_loss: 0.0339531 | Time: 2376.21 ms [2021-11-23 03:44:04 main:574] : INFO : Epoch 1573 | loss: 0.0383279 | val_loss: 0.0315078 | Time: 2374.62 ms [2021-11-23 03:44:06 main:574] : INFO : Epoch 1574 | loss: 0.0317813 | val_loss: 0.0314175 | Time: 2489.47 ms [2021-11-23 03:44:08 main:574] : INFO : Epoch 1575 | loss: 0.0313388 | val_loss: 0.0312826 | Time: 2363.8 ms [2021-11-23 03:44:11 main:574] : INFO : Epoch 1576 | loss: 0.0312726 | val_loss: 0.0312629 | Time: 2421.63 ms [2021-11-23 03:44:13 main:574] : INFO : Epoch 1577 | loss: 0.0312559 | val_loss: 0.0312519 | Time: 2374.83 ms [2021-11-23 03:44:16 main:574] : INFO : Epoch 1578 | loss: 0.0312498 | val_loss: 0.0312476 | Time: 2358.26 ms [2021-11-23 03:44:18 main:574] : INFO : Epoch 1579 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 2301.53 ms [2021-11-23 03:44:20 main:574] : INFO : Epoch 1580 | loss: 0.0312428 | val_loss: 0.0312409 | Time: 2353.04 ms [2021-11-23 03:44:23 main:574] : INFO : Epoch 1581 | loss: 0.0312406 | val_loss: 0.0312384 | Time: 2369.62 ms [2021-11-23 03:44:25 main:574] : INFO : Epoch 1582 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 2382.09 ms [2021-11-23 03:44:27 main:574] : INFO : Epoch 1583 | loss: 0.0312365 | val_loss: 0.031234 | Time: 2381.1 ms [2021-11-23 03:44:30 main:574] : INFO : Epoch 1584 | loss: 0.0312356 | val_loss: 0.0312315 | Time: 2397.01 ms [2021-11-23 03:44:32 main:574] : INFO : Epoch 1585 | loss: 0.0312335 | val_loss: 0.0312294 | Time: 2376.33 ms [2021-11-23 03:44:35 main:574] : INFO : Epoch 1586 | loss: 0.0312302 | val_loss: 0.031227 | Time: 2367.54 ms [2021-11-23 03:44:37 main:574] : INFO : Epoch 1587 | loss: 0.0312274 | val_loss: 0.0312227 | Time: 2371.19 ms [2021-11-23 03:44:39 main:574] : INFO : Epoch 1588 | loss: 0.0312234 | val_loss: 0.0312191 | Time: 2363.64 ms [2021-11-23 03:44:42 main:574] : INFO : Epoch 1589 | loss: 0.0312209 | val_loss: 0.0312161 | Time: 2387.67 ms [2021-11-23 03:44:44 main:574] : INFO : Epoch 1590 | loss: 0.0312182 | val_loss: 0.0312135 | Time: 2365.62 ms [2021-11-23 03:44:47 main:574] : INFO : Epoch 1591 | loss: 0.0312159 | val_loss: 0.031213 | Time: 2382.42 ms [2021-11-23 03:44:49 main:574] : INFO : Epoch 1592 | loss: 0.0312157 | val_loss: 0.0312137 | Time: 2366.89 ms [2021-11-23 03:44:51 main:574] : INFO : Epoch 1593 | loss: 0.0312116 | val_loss: 0.0312063 | Time: 2376.97 ms [2021-11-23 03:44:54 main:574] : INFO : Epoch 1594 | loss: 0.0312089 | val_loss: 0.0312043 | Time: 2364.97 ms [2021-11-23 03:44:56 main:574] : INFO : Epoch 1595 | loss: 0.0312073 | val_loss: 0.0312027 | Time: 2405.98 ms [2021-11-23 03:44:59 main:574] : INFO : Epoch 1596 | loss: 0.0312049 | val_loss: 0.0312009 | Time: 2370.57 ms [2021-11-23 03:45:01 main:574] : INFO : Epoch 1597 | loss: 0.0312033 | val_loss: 0.0311992 | Time: 2374.84 ms [2021-11-23 03:45:03 main:574] : INFO : Epoch 1598 | loss: 0.0312022 | val_loss: 0.0311983 | Time: 2375.86 ms [2021-11-23 03:45:06 main:574] : INFO : Epoch 1599 | loss: 0.0312003 | val_loss: 0.0311988 | Time: 2364.78 ms [2021-11-23 03:45:08 main:574] : INFO : Epoch 1600 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 2610.9 ms [2021-11-23 03:45:11 main:574] : INFO : Epoch 1601 | loss: 0.031199 | val_loss: 0.0311965 | Time: 2364.6 ms [2021-11-23 03:45:13 main:574] : INFO : Epoch 1602 | loss: 0.0311975 | val_loss: 0.0311961 | Time: 2390.14 ms [2021-11-23 03:45:15 main:574] : INFO : Epoch 1603 | loss: 0.0311973 | val_loss: 0.0311947 | Time: 2403.01 ms [2021-11-23 03:45:18 main:574] : INFO : Epoch 1604 | loss: 0.0311963 | val_loss: 0.0311936 | Time: 2410.62 ms [2021-11-23 03:45:20 main:574] : INFO : Epoch 1605 | loss: 0.0311965 | val_loss: 0.0311939 | Time: 2390.46 ms [2021-11-23 03:45:23 main:574] : INFO : Epoch 1606 | loss: 0.0311974 | val_loss: 0.0311938 | Time: 2398.34 ms [2021-11-23 03:45:25 main:574] : INFO : Epoch 1607 | loss: 0.0311947 | val_loss: 0.0311933 | Time: 2393.95 ms [2021-11-23 03:45:28 main:574] : INFO : Epoch 1608 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 2369.45 ms [2021-11-23 03:45:30 main:574] : INFO : Epoch 1609 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 2387.77 ms [2021-11-23 03:45:32 main:574] : INFO : Epoch 1610 | loss: 0.0311932 | val_loss: 0.0311914 | Time: 2365.35 ms [2021-11-23 03:45:35 main:574] : INFO : Epoch 1611 | loss: 0.0311926 | val_loss: 0.031191 | Time: 2367.14 ms [2021-11-23 03:45:37 main:574] : INFO : Epoch 1612 | loss: 0.031192 | val_loss: 0.0311907 | Time: 2353.68 ms [2021-11-23 03:45:39 main:574] : INFO : Epoch 1613 | loss: 0.0311916 | val_loss: 0.0311905 | Time: 2369.04 ms [2021-11-23 03:45:42 main:574] : INFO : Epoch 1614 | loss: 0.0311907 | val_loss: 0.0311904 | Time: 2376.47 ms [2021-11-23 03:45:44 main:574] : INFO : Epoch 1615 | loss: 0.0311905 | val_loss: 0.03119 | Time: 2398.86 ms [2021-11-23 03:45:47 main:574] : INFO : Epoch 1616 | loss: 0.0311904 | val_loss: 0.0311892 | Time: 2435.04 ms [2021-11-23 03:45:49 main:574] : INFO : Epoch 1617 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 2361.15 ms [2021-11-23 03:45:51 main:574] : INFO : Epoch 1618 | loss: 0.0311904 | val_loss: 0.0311896 | Time: 2384.81 ms [2021-11-23 03:45:54 main:574] : INFO : Epoch 1619 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 2359.97 ms [2021-11-23 03:45:56 main:574] : INFO : Epoch 1620 | loss: 0.0311883 | val_loss: 0.0311882 | Time: 2356.51 ms [2021-11-23 03:45:59 main:574] : INFO : Epoch 1621 | loss: 0.0311881 | val_loss: 0.0311881 | Time: 2379.05 ms [2021-11-23 03:46:01 main:574] : INFO : Epoch 1622 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 2377.05 ms [2021-11-23 03:46:03 main:574] : INFO : Epoch 1623 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 2378.56 ms [2021-11-23 03:46:06 main:574] : INFO : Epoch 1624 | loss: 0.0311882 | val_loss: 0.0311874 | Time: 2366.5 ms [2021-11-23 03:46:08 main:574] : INFO : Epoch 1625 | loss: 0.0311873 | val_loss: 0.0311875 | Time: 2544.27 ms [2021-11-23 03:46:11 main:574] : INFO : Epoch 1626 | loss: 0.031187 | val_loss: 0.0311868 | Time: 2384.45 ms [2021-11-23 03:46:13 main:574] : INFO : Epoch 1627 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 2401.73 ms [2021-11-23 03:46:15 main:574] : INFO : Epoch 1628 | loss: 0.031189 | val_loss: 0.0311896 | Time: 2384.59 ms [2021-11-23 03:46:18 main:574] : INFO : Epoch 1629 | loss: 0.0311874 | val_loss: 0.0311885 | Time: 2383.05 ms [2021-11-23 03:46:20 main:574] : INFO : Epoch 1630 | loss: 0.0311886 | val_loss: 0.03119 | Time: 2410.12 ms [2021-11-23 03:46:23 main:574] : INFO : Epoch 1631 | loss: 0.0311876 | val_loss: 0.031186 | Time: 2377.82 ms [2021-11-23 03:46:25 main:574] : INFO : Epoch 1632 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 2452 ms [2021-11-23 03:46:28 main:574] : INFO : Epoch 1633 | loss: 0.0311859 | val_loss: 0.031186 | Time: 2374.02 ms [2021-11-23 03:46:30 main:574] : INFO : Epoch 1634 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 2531.07 ms [2021-11-23 03:46:33 main:574] : INFO : Epoch 1635 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 2381.33 ms [2021-11-23 03:46:35 main:574] : INFO : Epoch 1636 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 2392.05 ms [2021-11-23 03:46:37 main:574] : INFO : Epoch 1637 | loss: 0.0311848 | val_loss: 0.0311852 | Time: 2383.08 ms [2021-11-23 03:46:40 main:574] : INFO : Epoch 1638 | loss: 0.0311849 | val_loss: 0.031185 | Time: 2370.83 ms [2021-11-23 03:46:42 main:574] : INFO : Epoch 1639 | loss: 0.0311845 | val_loss: 0.0311846 | Time: 2390.15 ms [2021-11-23 03:46:44 main:574] : INFO : Epoch 1640 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 2378.86 ms [2021-11-23 03:46:47 main:574] : INFO : Epoch 1641 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 2405.63 ms [2021-11-23 03:46:49 main:574] : INFO : Epoch 1642 | loss: 0.0311841 | val_loss: 0.0311846 | Time: 2370.93 ms [2021-11-23 03:46:52 main:574] : INFO : Epoch 1643 | loss: 0.031184 | val_loss: 0.0311846 | Time: 2366.18 ms [2021-11-23 03:46:54 main:574] : INFO : Epoch 1644 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 2375.41 ms [2021-11-23 03:46:56 main:574] : INFO : Epoch 1645 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 2376.67 ms [2021-11-23 03:46:59 main:574] : INFO : Epoch 1646 | loss: 0.0311839 | val_loss: 0.0311864 | Time: 2373.19 ms [2021-11-23 03:47:01 main:574] : INFO : Epoch 1647 | loss: 0.0311849 | val_loss: 0.0311842 | Time: 2385.66 ms [2021-11-23 03:47:04 main:574] : INFO : Epoch 1648 | loss: 0.0311834 | val_loss: 0.0311856 | Time: 2359.57 ms [2021-11-23 03:47:06 main:574] : INFO : Epoch 1649 | loss: 0.031183 | val_loss: 0.0311849 | Time: 2518.26 ms [2021-11-23 03:47:09 main:574] : INFO : Epoch 1650 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 2387.77 ms [2021-11-23 03:47:11 main:574] : INFO : Epoch 1651 | loss: 0.0311828 | val_loss: 0.031184 | Time: 2376.67 ms [2021-11-23 03:47:13 main:574] : INFO : Epoch 1652 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 2413.3 ms [2021-11-23 03:47:16 main:574] : INFO : Epoch 1653 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 2375.94 ms [2021-11-23 03:47:18 main:574] : INFO : Epoch 1654 | loss: 0.0311824 | val_loss: 0.0311837 | Time: 2380.62 ms [2021-11-23 03:47:20 main:574] : INFO : Epoch 1655 | loss: 0.0311819 | val_loss: 0.0311834 | Time: 2378.17 ms [2021-11-23 03:47:23 main:574] : INFO : Epoch 1656 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 2370.15 ms [2021-11-23 03:47:25 main:574] : INFO : Epoch 1657 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 2399.68 ms [2021-11-23 03:47:28 main:574] : INFO : Epoch 1658 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 2365.05 ms [2021-11-23 03:47:30 main:574] : INFO : Epoch 1659 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2379.28 ms [2021-11-23 03:47:32 main:574] : INFO : Epoch 1660 | loss: 0.0311822 | val_loss: 0.031182 | Time: 2356.92 ms [2021-11-23 03:47:35 main:574] : INFO : Epoch 1661 | loss: 0.0311812 | val_loss: 0.0311826 | Time: 2373.71 ms [2021-11-23 03:47:37 main:574] : INFO : Epoch 1662 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 2377.91 ms [2021-11-23 03:47:40 main:574] : INFO : Epoch 1663 | loss: 0.0311809 | val_loss: 0.031183 | Time: 2391.21 ms [2021-11-23 03:47:42 main:574] : INFO : Epoch 1664 | loss: 0.031181 | val_loss: 0.0311857 | Time: 2366.91 ms [2021-11-23 03:47:44 main:574] : INFO : Epoch 1665 | loss: 0.0311819 | val_loss: 0.0311818 | Time: 2325.76 ms [2021-11-23 03:47:47 main:574] : INFO : Epoch 1666 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 2355.79 ms [2021-11-23 03:47:49 main:574] : INFO : Epoch 1667 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 2367.12 ms [2021-11-23 03:47:51 main:574] : INFO : Epoch 1668 | loss: 0.0311814 | val_loss: 0.0311828 | Time: 2345.88 ms [2021-11-23 03:47:54 main:574] : INFO : Epoch 1669 | loss: 0.031181 | val_loss: 0.0311818 | Time: 2364.51 ms [2021-11-23 03:47:56 main:574] : INFO : Epoch 1670 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 2368.27 ms [2021-11-23 03:47:59 main:574] : INFO : Epoch 1671 | loss: 0.0311809 | val_loss: 0.0311813 | Time: 2373.98 ms [2021-11-23 03:48:01 main:574] : INFO : Epoch 1672 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 2388.99 ms [2021-11-23 03:48:03 main:574] : INFO : Epoch 1673 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 2363.94 ms [2021-11-23 03:48:06 main:574] : INFO : Epoch 1674 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2367.35 ms [2021-11-23 03:48:08 main:574] : INFO : Epoch 1675 | loss: 0.0311802 | val_loss: 0.0311815 | Time: 2541.09 ms [2021-11-23 03:48:11 main:574] : INFO : Epoch 1676 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 2366.69 ms [2021-11-23 03:48:13 main:574] : INFO : Epoch 1677 | loss: 0.03118 | val_loss: 0.0311814 | Time: 2426.37 ms [2021-11-23 03:48:16 main:574] : INFO : Epoch 1678 | loss: 0.0311805 | val_loss: 0.031182 | Time: 2373.81 ms [2021-11-23 03:48:18 main:574] : INFO : Epoch 1679 | loss: 0.0311811 | val_loss: 0.0311912 | Time: 2367.34 ms [2021-11-23 03:48:20 main:574] : INFO : Epoch 1680 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 2421.19 ms [2021-11-23 03:48:23 main:574] : INFO : Epoch 1681 | loss: 0.031181 | val_loss: 0.0311818 | Time: 2369.93 ms [2021-11-23 03:48:25 main:574] : INFO : Epoch 1682 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2359.37 ms [2021-11-23 03:48:27 main:574] : INFO : Epoch 1683 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2410.71 ms [2021-11-23 03:48:30 main:574] : INFO : Epoch 1684 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 2372.04 ms [2021-11-23 03:48:32 main:574] : INFO : Epoch 1685 | loss: 0.0311803 | val_loss: 0.0311838 | Time: 2381.58 ms [2021-11-23 03:48:35 main:574] : INFO : Epoch 1686 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 2363.19 ms [2021-11-23 03:48:37 main:574] : INFO : Epoch 1687 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 2376.38 ms [2021-11-23 03:48:40 main:574] : INFO : Epoch 1688 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 2522.13 ms [2021-11-23 03:48:42 main:574] : INFO : Epoch 1689 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 2403.34 ms [2021-11-23 03:48:44 main:574] : INFO : Epoch 1690 | loss: 0.0311813 | val_loss: 0.0311802 | Time: 2361.67 ms [2021-11-23 03:48:47 main:574] : INFO : Epoch 1691 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 2359.89 ms [2021-11-23 03:48:49 main:574] : INFO : Epoch 1692 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 2361.66 ms [2021-11-23 03:48:51 main:574] : INFO : Epoch 1693 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 2372.06 ms [2021-11-23 03:48:54 main:574] : INFO : Epoch 1694 | loss: 0.031179 | val_loss: 0.0311816 | Time: 2377.42 ms [2021-11-23 03:48:56 main:574] : INFO : Epoch 1695 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 2368.93 ms [2021-11-23 03:48:59 main:574] : INFO : Epoch 1696 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 2377.11 ms [2021-11-23 03:49:01 main:574] : INFO : Epoch 1697 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2374.95 ms [2021-11-23 03:49:03 main:574] : INFO : Epoch 1698 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 2362.62 ms [2021-11-23 03:49:06 main:574] : INFO : Epoch 1699 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 2382.26 ms [2021-11-23 03:49:08 main:574] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 2581.2 ms [2021-11-23 03:49:11 main:574] : INFO : Epoch 1701 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 2368.1 ms [2021-11-23 03:49:13 main:574] : INFO : Epoch 1702 | loss: 0.031178 | val_loss: 0.0311829 | Time: 2379.54 ms [2021-11-23 03:49:16 main:574] : INFO : Epoch 1703 | loss: 0.0311784 | val_loss: 0.031182 | Time: 2451.4 ms [2021-11-23 03:49:18 main:574] : INFO : Epoch 1704 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2428.43 ms [2021-11-23 03:49:20 main:574] : INFO : Epoch 1705 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2373.12 ms [2021-11-23 03:49:23 main:574] : INFO : Epoch 1706 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 2380.57 ms [2021-11-23 03:49:25 main:574] : INFO : Epoch 1707 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2391.52 ms [2021-11-23 03:49:28 main:574] : INFO : Epoch 1708 | loss: 0.031178 | val_loss: 0.0311796 | Time: 2367.81 ms [2021-11-23 03:49:30 main:574] : INFO : Epoch 1709 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2498.61 ms [2021-11-23 03:49:33 main:574] : INFO : Epoch 1710 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 2377.81 ms [2021-11-23 03:49:35 main:574] : INFO : Epoch 1711 | loss: 0.0311774 | val_loss: 0.031181 | Time: 2372.68 ms [2021-11-23 03:49:37 main:574] : INFO : Epoch 1712 | loss: 0.0311769 | val_loss: 0.0311794 | Time: 2392.53 ms [2021-11-23 03:49:40 main:574] : INFO : Epoch 1713 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 2377.49 ms [2021-11-23 03:49:42 main:574] : INFO : Epoch 1714 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 2367.73 ms [2021-11-23 03:49:44 main:574] : INFO : Epoch 1715 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 2364.92 ms [2021-11-23 03:49:47 main:574] : INFO : Epoch 1716 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 2370.86 ms [2021-11-23 03:49:49 main:574] : INFO : Epoch 1717 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 2360.07 ms [2021-11-23 03:49:52 main:574] : INFO : Epoch 1718 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 2381.24 ms [2021-11-23 03:49:54 main:574] : INFO : Epoch 1719 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 2374.24 ms [2021-11-23 03:49:56 main:574] : INFO : Epoch 1720 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 2385.13 ms [2021-11-23 03:49:59 main:574] : INFO : Epoch 1721 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 2369.21 ms [2021-11-23 03:50:01 main:574] : INFO : Epoch 1722 | loss: 0.0311757 | val_loss: 0.031179 | Time: 2365.91 ms [2021-11-23 03:50:04 main:574] : INFO : Epoch 1723 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 2355.73 ms [2021-11-23 03:50:06 main:574] : INFO : Epoch 1724 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2572.42 ms [2021-11-23 03:50:08 main:574] : INFO : Epoch 1725 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 2366.67 ms [2021-11-23 03:50:11 main:574] : INFO : Epoch 1726 | loss: 0.0311808 | val_loss: 0.031179 | Time: 2373.04 ms [2021-11-23 03:50:13 main:574] : INFO : Epoch 1727 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 2374.65 ms [2021-11-23 03:50:16 main:574] : INFO : Epoch 1728 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 2385.7 ms [2021-11-23 03:50:18 main:574] : INFO : Epoch 1729 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 2363.37 ms [2021-11-23 03:50:20 main:574] : INFO : Epoch 1730 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 2366.62 ms [2021-11-23 03:50:23 main:574] : INFO : Epoch 1731 | loss: 0.031176 | val_loss: 0.0311811 | Time: 2377.28 ms [2021-11-23 03:50:25 main:574] : INFO : Epoch 1732 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 2381.1 ms [2021-11-23 03:50:28 main:574] : INFO : Epoch 1733 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 2370.19 ms [2021-11-23 03:50:30 main:574] : INFO : Epoch 1734 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 2375.92 ms [2021-11-23 03:50:32 main:574] : INFO : Epoch 1735 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2371.22 ms [2021-11-23 03:50:35 main:574] : INFO : Epoch 1736 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 2401.3 ms [2021-11-23 03:50:37 main:574] : INFO : Epoch 1737 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 2393.26 ms [2021-11-23 03:50:40 main:574] : INFO : Epoch 1738 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 2372.73 ms [2021-11-23 03:50:42 main:574] : INFO : Epoch 1739 | loss: 0.0311751 | val_loss: 0.03118 | Time: 2372.6 ms [2021-11-23 03:50:44 main:574] : INFO : Epoch 1740 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 2366.96 ms [2021-11-23 03:50:47 main:574] : INFO : Epoch 1741 | loss: 0.031175 | val_loss: 0.0311781 | Time: 2372.5 ms [2021-11-23 03:50:49 main:574] : INFO : Epoch 1742 | loss: 0.0311753 | val_loss: 0.031178 | Time: 2372.35 ms [2021-11-23 03:50:52 main:574] : INFO : Epoch 1743 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2367.27 ms [2021-11-23 03:50:54 main:574] : INFO : Epoch 1744 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 2376.14 ms [2021-11-23 03:50:56 main:574] : INFO : Epoch 1745 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 2362.39 ms [2021-11-23 03:50:59 main:574] : INFO : Epoch 1746 | loss: 0.031174 | val_loss: 0.0311777 | Time: 2371.35 ms [2021-11-23 03:51:01 main:574] : INFO : Epoch 1747 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2374.62 ms [2021-11-23 03:51:03 main:574] : INFO : Epoch 1748 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 2385.72 ms [2021-11-23 03:51:06 main:574] : INFO : Epoch 1749 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 2483.45 ms [2021-11-23 03:51:08 main:574] : INFO : Epoch 1750 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 2383.49 ms [2021-11-23 03:51:11 main:574] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 2368.95 ms [2021-11-23 03:51:13 main:574] : INFO : Epoch 1752 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2392.84 ms [2021-11-23 03:51:15 main:574] : INFO : Epoch 1753 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 2364.18 ms [2021-11-23 03:51:18 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.031179 | Time: 2445.33 ms [2021-11-23 03:51:20 main:574] : INFO : Epoch 1755 | loss: 0.0311736 | val_loss: 0.031181 | Time: 2376.37 ms [2021-11-23 03:51:23 main:574] : INFO : Epoch 1756 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2372.21 ms [2021-11-23 03:51:25 main:574] : INFO : Epoch 1757 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2378.63 ms [2021-11-23 03:51:28 main:574] : INFO : Epoch 1758 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 2385.11 ms [2021-11-23 03:51:30 main:574] : INFO : Epoch 1759 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 2387.65 ms [2021-11-23 03:51:32 main:574] : INFO : Epoch 1760 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2420.18 ms [2021-11-23 03:51:35 main:574] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2376.59 ms [2021-11-23 03:51:37 main:574] : INFO : Epoch 1762 | loss: 0.0311739 | val_loss: 0.03118 | Time: 2371.31 ms [2021-11-23 03:51:40 main:574] : INFO : Epoch 1763 | loss: 0.0311726 | val_loss: 0.031178 | Time: 2402.25 ms [2021-11-23 03:51:42 main:574] : INFO : Epoch 1764 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2385.03 ms [2021-11-23 03:51:44 main:574] : INFO : Epoch 1765 | loss: 0.0311729 | val_loss: 0.031177 | Time: 2372.8 ms [2021-11-23 03:51:47 main:574] : INFO : Epoch 1766 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 2370.44 ms [2021-11-23 03:51:49 main:574] : INFO : Epoch 1767 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 2377.49 ms [2021-11-23 03:51:52 main:574] : INFO : Epoch 1768 | loss: 0.031172 | val_loss: 0.0311774 | Time: 2414.38 ms [2021-11-23 03:51:54 main:574] : INFO : Epoch 1769 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2378.77 ms [2021-11-23 03:51:56 main:574] : INFO : Epoch 1770 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 2435.26 ms [2021-11-23 03:51:59 main:574] : INFO : Epoch 1771 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 2398.29 ms [2021-11-23 03:52:01 main:574] : INFO : Epoch 1772 | loss: 0.0311724 | val_loss: 0.031179 | Time: 2376.98 ms [2021-11-23 03:52:04 main:574] : INFO : Epoch 1773 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 2393.71 ms [2021-11-23 03:52:06 main:574] : INFO : Epoch 1774 | loss: 0.031172 | val_loss: 0.0311785 | Time: 2483.83 ms [2021-11-23 03:52:08 main:574] : INFO : Epoch 1775 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 2367.42 ms [2021-11-23 03:52:11 main:574] : INFO : Epoch 1776 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 2378.87 ms [2021-11-23 03:52:13 main:574] : INFO : Epoch 1777 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 2389.88 ms [2021-11-23 03:52:16 main:574] : INFO : Epoch 1778 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 2383.26 ms [2021-11-23 03:52:18 main:574] : INFO : Epoch 1779 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 2393.76 ms [2021-11-23 03:52:20 main:574] : INFO : Epoch 1780 | loss: 0.0311714 | val_loss: 0.031179 | Time: 2364.21 ms [2021-11-23 03:52:23 main:574] : INFO : Epoch 1781 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 2374.57 ms [2021-11-23 03:52:25 main:574] : INFO : Epoch 1782 | loss: 0.0311741 | val_loss: 0.031181 | Time: 2384.07 ms [2021-11-23 03:52:28 main:574] : INFO : Epoch 1783 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 2374.47 ms [2021-11-23 03:52:30 main:574] : INFO : Epoch 1784 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 2381.48 ms [2021-11-23 03:52:32 main:574] : INFO : Epoch 1785 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 2376.84 ms [2021-11-23 03:52:35 main:574] : INFO : Epoch 1786 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2371.06 ms [2021-11-23 03:52:37 main:574] : INFO : Epoch 1787 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 2487.67 ms [2021-11-23 03:52:40 main:574] : INFO : Epoch 1788 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 2373.95 ms [2021-11-23 03:52:42 main:574] : INFO : Epoch 1789 | loss: 0.0311704 | val_loss: 0.0311777 | Time: 2450.99 ms [2021-11-23 03:52:44 main:574] : INFO : Epoch 1790 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 2355.83 ms [2021-11-23 03:52:47 main:574] : INFO : Epoch 1791 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2373.42 ms [2021-11-23 03:52:49 main:574] : INFO : Epoch 1792 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 2380.44 ms [2021-11-23 03:52:52 main:574] : INFO : Epoch 1793 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 2370.45 ms [2021-11-23 03:52:54 main:574] : INFO : Epoch 1794 | loss: 0.0311702 | val_loss: 0.0311797 | Time: 2366.06 ms [2021-11-23 03:52:56 main:574] : INFO : Epoch 1795 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 2387.68 ms [2021-11-23 03:52:59 main:574] : INFO : Epoch 1796 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2380.57 ms [2021-11-23 03:53:01 main:574] : INFO : Epoch 1797 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2379.81 ms [2021-11-23 03:53:04 main:574] : INFO : Epoch 1798 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 2366.66 ms [2021-11-23 03:53:06 main:574] : INFO : Epoch 1799 | loss: 0.0311696 | val_loss: 0.031176 | Time: 2474.94 ms [2021-11-23 03:53:08 main:574] : INFO : Epoch 1800 | loss: 0.03117 | val_loss: 0.0311787 | Time: 2368.72 ms [2021-11-23 03:53:11 main:574] : INFO : Epoch 1801 | loss: 0.031171 | val_loss: 0.0311782 | Time: 2356.9 ms [2021-11-23 03:53:13 main:574] : INFO : Epoch 1802 | loss: 0.0311691 | val_loss: 0.031177 | Time: 2377.67 ms [2021-11-23 03:53:16 main:574] : INFO : Epoch 1803 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 2365.42 ms [2021-11-23 03:53:18 main:574] : INFO : Epoch 1804 | loss: 0.0311693 | val_loss: 0.0311808 | Time: 2403.45 ms [2021-11-23 03:53:20 main:574] : INFO : Epoch 1805 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2373.68 ms [2021-11-23 03:53:23 main:574] : INFO : Epoch 1806 | loss: 0.0311676 | val_loss: 0.0311758 | Time: 2388.78 ms [2021-11-23 03:53:25 main:574] : INFO : Epoch 1807 | loss: 0.0311683 | val_loss: 0.0311822 | Time: 2414.87 ms [2021-11-23 03:53:28 main:574] : INFO : Epoch 1808 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 2375.3 ms [2021-11-23 03:53:30 main:574] : INFO : Epoch 1809 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 2351.87 ms [2021-11-23 03:53:32 main:574] : INFO : Epoch 1810 | loss: 0.0311688 | val_loss: 0.0311774 | Time: 2364.3 ms [2021-11-23 03:53:35 main:574] : INFO : Epoch 1811 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 2365.21 ms [2021-11-23 03:53:37 main:574] : INFO : Epoch 1812 | loss: 0.0311697 | val_loss: 0.031175 | Time: 2415.73 ms [2021-11-23 03:53:40 main:574] : INFO : Epoch 1813 | loss: 0.0311696 | val_loss: 0.0311818 | Time: 2361.26 ms [2021-11-23 03:53:42 main:574] : INFO : Epoch 1814 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 2384.01 ms [2021-11-23 03:53:44 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 2366.79 ms [2021-11-23 03:53:47 main:574] : INFO : Epoch 1816 | loss: 0.0311664 | val_loss: 0.0311742 | Time: 2368.44 ms [2021-11-23 03:53:49 main:574] : INFO : Epoch 1817 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 2363.62 ms [2021-11-23 03:53:51 main:574] : INFO : Epoch 1818 | loss: 0.0311691 | val_loss: 0.0311803 | Time: 2365.88 ms [2021-11-23 03:53:54 main:574] : INFO : Epoch 1819 | loss: 0.0311689 | val_loss: 0.031179 | Time: 2399.44 ms [2021-11-23 03:53:56 main:574] : INFO : Epoch 1820 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 2407.27 ms [2021-11-23 03:53:59 main:574] : INFO : Epoch 1821 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 2373.1 ms [2021-11-23 03:54:01 main:574] : INFO : Epoch 1822 | loss: 0.0311662 | val_loss: 0.0311788 | Time: 2417.05 ms [2021-11-23 03:54:04 main:574] : INFO : Epoch 1823 | loss: 0.031167 | val_loss: 0.0311794 | Time: 2375.19 ms [2021-11-23 03:54:06 main:574] : INFO : Epoch 1824 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 2477.2 ms [2021-11-23 03:54:08 main:574] : INFO : Epoch 1825 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 2434.06 ms [2021-11-23 03:54:11 main:574] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 2364.8 ms [2021-11-23 03:54:13 main:574] : INFO : Epoch 1827 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 2367.22 ms [2021-11-23 03:54:16 main:574] : INFO : Epoch 1828 | loss: 0.0311654 | val_loss: 0.031175 | Time: 2373.91 ms [2021-11-23 03:54:18 main:574] : INFO : Epoch 1829 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 2363.66 ms [2021-11-23 03:54:20 main:574] : INFO : Epoch 1830 | loss: 0.0311662 | val_loss: 0.0311744 | Time: 2424.93 ms [2021-11-23 03:54:23 main:574] : INFO : Epoch 1831 | loss: 0.031166 | val_loss: 0.0311752 | Time: 2454.15 ms [2021-11-23 03:54:25 main:574] : INFO : Epoch 1832 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 2381.36 ms [2021-11-23 03:54:28 main:574] : INFO : Epoch 1833 | loss: 0.0311677 | val_loss: 0.0311799 | Time: 2359.62 ms [2021-11-23 03:54:30 main:574] : INFO : Epoch 1834 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 2358.67 ms [2021-11-23 03:54:32 main:574] : INFO : Epoch 1835 | loss: 0.031167 | val_loss: 0.0311759 | Time: 2367.79 ms [2021-11-23 03:54:35 main:574] : INFO : Epoch 1836 | loss: 0.0311684 | val_loss: 0.0311847 | Time: 2372.4 ms [2021-11-23 03:54:37 main:574] : INFO : Epoch 1837 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 2444.25 ms [2021-11-23 03:54:40 main:574] : INFO : Epoch 1838 | loss: 0.0311671 | val_loss: 0.0311762 | Time: 2387.48 ms [2021-11-23 03:54:42 main:574] : INFO : Epoch 1839 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 2373.08 ms [2021-11-23 03:54:44 main:574] : INFO : Epoch 1840 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 2360.79 ms [2021-11-23 03:54:47 main:574] : INFO : Epoch 1841 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 2358.9 ms [2021-11-23 03:54:49 main:574] : INFO : Epoch 1842 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 2368.29 ms [2021-11-23 03:54:52 main:574] : INFO : Epoch 1843 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2438.38 ms [2021-11-23 03:54:54 main:574] : INFO : Epoch 1844 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 2378 ms [2021-11-23 03:54:56 main:574] : INFO : Epoch 1845 | loss: 0.0311636 | val_loss: 0.031175 | Time: 2358.32 ms [2021-11-23 03:54:59 main:574] : INFO : Epoch 1846 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 2358.99 ms [2021-11-23 03:55:01 main:574] : INFO : Epoch 1847 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 2365.97 ms [2021-11-23 03:55:03 main:574] : INFO : Epoch 1848 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 2364.5 ms [2021-11-23 03:55:06 main:574] : INFO : Epoch 1849 | loss: 0.0311668 | val_loss: 0.031175 | Time: 2615.76 ms [2021-11-23 03:55:11 main:574] : INFO : Epoch 1850 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 4583.09 ms [2021-11-23 03:55:13 main:574] : INFO : Epoch 1851 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 2354.11 ms [2021-11-23 03:55:15 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 2394.22 ms [2021-11-23 03:55:22 main:574] : INFO : Epoch 1853 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 6058.48 ms [2021-11-23 03:55:24 main:574] : INFO : Epoch 1854 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 2371.5 ms [2021-11-23 03:55:26 main:574] : INFO : Epoch 1855 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 2387.12 ms [2021-11-23 03:55:29 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.031176 | Time: 2387.79 ms [2021-11-23 03:55:31 main:574] : INFO : Epoch 1857 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2380.22 ms [2021-11-23 03:55:34 main:574] : INFO : Epoch 1858 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 2400.66 ms [2021-11-23 03:55:36 main:574] : INFO : Epoch 1859 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 2412.42 ms [2021-11-23 03:55:38 main:574] : INFO : Epoch 1860 | loss: 0.031167 | val_loss: 0.0311807 | Time: 2371.3 ms [2021-11-23 03:55:41 main:574] : INFO : Epoch 1861 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 2367.08 ms [2021-11-23 03:55:43 main:574] : INFO : Epoch 1862 | loss: 0.0311646 | val_loss: 0.031175 | Time: 2384.84 ms [2021-11-23 03:55:46 main:574] : INFO : Epoch 1863 | loss: 0.0311646 | val_loss: 0.0311764 | Time: 2453.8 ms [2021-11-23 03:55:48 main:574] : INFO : Epoch 1864 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 2371.35 ms [2021-11-23 03:55:50 main:574] : INFO : Epoch 1865 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 2376.89 ms [2021-11-23 03:55:53 main:574] : INFO : Epoch 1866 | loss: 0.0311625 | val_loss: 0.0311787 | Time: 2402.74 ms [2021-11-23 03:55:55 main:574] : INFO : Epoch 1867 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 2403.34 ms [2021-11-23 03:55:58 main:574] : INFO : Epoch 1868 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 2383.93 ms [2021-11-23 03:56:00 main:574] : INFO : Epoch 1869 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2402.14 ms [2021-11-23 03:56:02 main:574] : INFO : Epoch 1870 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 2387.49 ms [2021-11-23 03:56:05 main:574] : INFO : Epoch 1871 | loss: 0.0311664 | val_loss: 0.031186 | Time: 2364.15 ms [2021-11-23 03:56:07 main:574] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.0311787 | Time: 2655.09 ms [2021-11-23 03:56:10 main:574] : INFO : Epoch 1873 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 2373.07 ms [2021-11-23 03:56:12 main:574] : INFO : Epoch 1874 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 2364.85 ms [2021-11-23 03:56:15 main:574] : INFO : Epoch 1875 | loss: 0.031163 | val_loss: 0.0311783 | Time: 2365.76 ms [2021-11-23 03:56:17 main:574] : INFO : Epoch 1876 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 2374.2 ms [2021-11-23 03:56:19 main:574] : INFO : Epoch 1877 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 2381.19 ms [2021-11-23 03:56:22 main:574] : INFO : Epoch 1878 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 2414.61 ms [2021-11-23 03:56:24 main:574] : INFO : Epoch 1879 | loss: 0.0311611 | val_loss: 0.0311749 | Time: 2405 ms [2021-11-23 03:56:27 main:574] : INFO : Epoch 1880 | loss: 0.031162 | val_loss: 0.031179 | Time: 2397.21 ms [2021-11-23 03:56:29 main:574] : INFO : Epoch 1881 | loss: 0.0311641 | val_loss: 0.0311795 | Time: 2398.45 ms [2021-11-23 03:56:31 main:574] : INFO : Epoch 1882 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 2372.85 ms [2021-11-23 03:56:34 main:574] : INFO : Epoch 1883 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 2388.16 ms [2021-11-23 03:56:36 main:574] : INFO : Epoch 1884 | loss: 0.0311634 | val_loss: 0.0311779 | Time: 2366.03 ms [2021-11-23 03:56:39 main:574] : INFO : Epoch 1885 | loss: 0.0311631 | val_loss: 0.0311814 | Time: 2393.99 ms [2021-11-23 03:56:41 main:574] : INFO : Epoch 1886 | loss: 0.0311649 | val_loss: 0.031177 | Time: 2374.15 ms [2021-11-23 03:56:43 main:574] : INFO : Epoch 1887 | loss: 0.0311613 | val_loss: 0.0311752 | Time: 2376.37 ms [2021-11-23 03:56:46 main:574] : INFO : Epoch 1888 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 2356.75 ms [2021-11-23 03:56:48 main:574] : INFO : Epoch 1889 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 2356.38 ms [2021-11-23 03:56:51 main:574] : INFO : Epoch 1890 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 2372.9 ms [2021-11-23 03:56:53 main:574] : INFO : Epoch 1891 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 2378.29 ms [2021-11-23 03:56:55 main:574] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.0311759 | Time: 2378.75 ms [2021-11-23 03:56:58 main:574] : INFO : Epoch 1893 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 2381.61 ms [2021-11-23 03:57:00 main:574] : INFO : Epoch 1894 | loss: 0.0311614 | val_loss: 0.0311782 | Time: 2389.52 ms [2021-11-23 03:57:03 main:574] : INFO : Epoch 1895 | loss: 0.0311624 | val_loss: 0.0311795 | Time: 2372.99 ms [2021-11-23 03:57:05 main:574] : INFO : Epoch 1896 | loss: 0.0311665 | val_loss: 0.0311892 | Time: 2391.58 ms [2021-11-23 03:57:08 main:574] : INFO : Epoch 1897 | loss: 0.0311684 | val_loss: 0.0311781 | Time: 2690.3 ms [2021-11-23 03:57:10 main:574] : INFO : Epoch 1898 | loss: 0.0311626 | val_loss: 0.0311747 | Time: 2408.69 ms [2021-11-23 03:57:12 main:574] : INFO : Epoch 1899 | loss: 0.0311644 | val_loss: 0.0311787 | Time: 2394 ms [2021-11-23 03:57:15 main:574] : INFO : Epoch 1900 | loss: 0.0311626 | val_loss: 0.0311756 | Time: 2357.31 ms [2021-11-23 03:57:17 main:574] : INFO : Epoch 1901 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 2326.71 ms [2021-11-23 03:57:20 main:574] : INFO : Epoch 1902 | loss: 0.0311601 | val_loss: 0.0311786 | Time: 2370.43 ms [2021-11-23 03:57:22 main:574] : INFO : Epoch 1903 | loss: 0.03116 | val_loss: 0.031177 | Time: 2362.7 ms [2021-11-23 03:57:24 main:574] : INFO : Epoch 1904 | loss: 0.0311619 | val_loss: 0.031176 | Time: 2387.3 ms [2021-11-23 03:57:27 main:574] : INFO : Epoch 1905 | loss: 0.0311624 | val_loss: 0.0311814 | Time: 2398.21 ms [2021-11-23 03:57:29 main:574] : INFO : Epoch 1906 | loss: 0.0311659 | val_loss: 0.0311802 | Time: 2379.64 ms [2021-11-23 03:57:32 main:574] : INFO : Epoch 1907 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 2398.3 ms [2021-11-23 03:57:34 main:574] : INFO : Epoch 1908 | loss: 0.0311632 | val_loss: 0.031181 | Time: 2380.02 ms [2021-11-23 03:57:36 main:574] : INFO : Epoch 1909 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 2378.08 ms [2021-11-23 03:57:39 main:574] : INFO : Epoch 1910 | loss: 0.0311599 | val_loss: 0.031176 | Time: 2376.25 ms [2021-11-23 03:57:41 main:574] : INFO : Epoch 1911 | loss: 0.0311622 | val_loss: 0.0311783 | Time: 2360.18 ms [2021-11-23 03:57:43 main:574] : INFO : Epoch 1912 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 2368.49 ms [2021-11-23 03:57:46 main:574] : INFO : Epoch 1913 | loss: 0.031162 | val_loss: 0.0311753 | Time: 2393.47 ms [2021-11-23 03:57:48 main:574] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 2361.42 ms [2021-11-23 03:57:51 main:574] : INFO : Epoch 1915 | loss: 0.0311675 | val_loss: 0.0311782 | Time: 2385.59 ms [2021-11-23 03:57:53 main:574] : INFO : Epoch 1916 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2423.96 ms [2021-11-23 03:57:55 main:574] : INFO : Epoch 1917 | loss: 0.0311653 | val_loss: 0.0311835 | Time: 2386.43 ms [2021-11-23 03:57:58 main:574] : INFO : Epoch 1918 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 2367.61 ms [2021-11-23 03:58:00 main:574] : INFO : Epoch 1919 | loss: 0.031163 | val_loss: 0.0311757 | Time: 2367.95 ms [2021-11-23 03:58:03 main:574] : INFO : Epoch 1920 | loss: 0.0311616 | val_loss: 0.0311777 | Time: 2376.84 ms [2021-11-23 03:58:05 main:574] : INFO : Epoch 1921 | loss: 0.0311603 | val_loss: 0.0311763 | Time: 2369.82 ms [2021-11-23 03:58:07 main:574] : INFO : Epoch 1922 | loss: 0.0311606 | val_loss: 0.0311758 | Time: 2460.91 ms [2021-11-23 03:58:10 main:574] : INFO : Epoch 1923 | loss: 0.0311607 | val_loss: 0.031178 | Time: 2408.95 ms [2021-11-23 03:58:12 main:574] : INFO : Epoch 1924 | loss: 0.0311602 | val_loss: 0.0311773 | Time: 2427.39 ms [2021-11-23 03:58:15 main:574] : INFO : Epoch 1925 | loss: 0.0311615 | val_loss: 0.031177 | Time: 2364.89 ms [2021-11-23 03:58:17 main:574] : INFO : Epoch 1926 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 2374.95 ms [2021-11-23 03:58:19 main:574] : INFO : Epoch 1927 | loss: 0.0311586 | val_loss: 0.0311758 | Time: 2376.42 ms [2021-11-23 03:58:22 main:574] : INFO : Epoch 1928 | loss: 0.03116 | val_loss: 0.0311796 | Time: 2402.67 ms [2021-11-23 03:58:24 main:574] : INFO : Epoch 1929 | loss: 0.0311585 | val_loss: 0.0311782 | Time: 2381.34 ms [2021-11-23 03:58:27 main:574] : INFO : Epoch 1930 | loss: 0.0311587 | val_loss: 0.0311764 | Time: 2399.39 ms [2021-11-23 03:58:29 main:574] : INFO : Epoch 1931 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 2361.44 ms [2021-11-23 03:58:31 main:574] : INFO : Epoch 1932 | loss: 0.0311598 | val_loss: 0.0311759 | Time: 2370.33 ms [2021-11-23 03:58:34 main:574] : INFO : Epoch 1933 | loss: 0.0311573 | val_loss: 0.0311774 | Time: 2391.33 ms [2021-11-23 03:58:36 main:574] : INFO : Epoch 1934 | loss: 0.0311582 | val_loss: 0.0311753 | Time: 2366.89 ms [2021-11-23 03:58:39 main:574] : INFO : Epoch 1935 | loss: 0.0311589 | val_loss: 0.0311759 | Time: 2443.48 ms [2021-11-23 03:58:41 main:574] : INFO : Epoch 1936 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 2400.31 ms [2021-11-23 03:58:44 main:574] : INFO : Epoch 1937 | loss: 0.031159 | val_loss: 0.0311814 | Time: 2383.19 ms [2021-11-23 03:58:46 main:574] : INFO : Epoch 1938 | loss: 0.0311593 | val_loss: 0.0311764 | Time: 2389.42 ms [2021-11-23 03:58:48 main:574] : INFO : Epoch 1939 | loss: 0.0311586 | val_loss: 0.0311775 | Time: 2498.58 ms [2021-11-23 03:58:51 main:574] : INFO : Epoch 1940 | loss: 0.0311594 | val_loss: 0.03118 | Time: 2446.11 ms [2021-11-23 03:58:53 main:574] : INFO : Epoch 1941 | loss: 0.0311567 | val_loss: 0.0311788 | Time: 2386.82 ms [2021-11-23 03:58:56 main:574] : INFO : Epoch 1942 | loss: 0.0311594 | val_loss: 0.0311817 | Time: 2387.99 ms [2021-11-23 03:58:58 main:574] : INFO : Epoch 1943 | loss: 0.0311563 | val_loss: 0.0311792 | Time: 2382.85 ms [2021-11-23 03:59:00 main:574] : INFO : Epoch 1944 | loss: 0.031162 | val_loss: 0.031187 | Time: 2370.3 ms [2021-11-23 03:59:03 main:574] : INFO : Epoch 1945 | loss: 0.0311592 | val_loss: 0.0311764 | Time: 2394.54 ms [2021-11-23 03:59:05 main:574] : INFO : Epoch 1946 | loss: 0.0311583 | val_loss: 0.0311792 | Time: 2368.38 ms [2021-11-23 03:59:08 main:574] : INFO : Epoch 1947 | loss: 0.0311579 | val_loss: 0.0311774 | Time: 2673.63 ms [2021-11-23 03:59:10 main:574] : INFO : Epoch 1948 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 2377.15 ms [2021-11-23 03:59:13 main:574] : INFO : Epoch 1949 | loss: 0.0311569 | val_loss: 0.03118 | Time: 2413.3 ms [2021-11-23 03:59:15 main:574] : INFO : Epoch 1950 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 2394.72 ms [2021-11-23 03:59:18 main:574] : INFO : Epoch 1951 | loss: 0.0311582 | val_loss: 0.0311784 | Time: 2387.74 ms [2021-11-23 03:59:20 main:574] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0311752 | Time: 2382.15 ms [2021-11-23 03:59:22 main:574] : INFO : Epoch 1953 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 2403.53 ms [2021-11-23 03:59:25 main:574] : INFO : Epoch 1954 | loss: 0.0311565 | val_loss: 0.0311772 | Time: 2383.67 ms [2021-11-23 03:59:27 main:574] : INFO : Epoch 1955 | loss: 0.0311586 | val_loss: 0.0311791 | Time: 2358.8 ms [2021-11-23 03:59:30 main:574] : INFO : Epoch 1956 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 2384.71 ms [2021-11-23 03:59:32 main:574] : INFO : Epoch 1957 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 2380.1 ms [2021-11-23 03:59:34 main:574] : INFO : Epoch 1958 | loss: 0.0311585 | val_loss: 0.0311765 | Time: 2372.61 ms [2021-11-23 03:59:37 main:574] : INFO : Epoch 1959 | loss: 0.0311567 | val_loss: 0.0311757 | Time: 2367.72 ms [2021-11-23 03:59:39 main:574] : INFO : Epoch 1960 | loss: 0.0311586 | val_loss: 0.0311752 | Time: 2409.91 ms [2021-11-23 03:59:41 main:574] : INFO : Epoch 1961 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 2367.13 ms [2021-11-23 03:59:44 main:574] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.0311766 | Time: 2381.27 ms [2021-11-23 03:59:46 main:574] : INFO : Epoch 1963 | loss: 0.0311595 | val_loss: 0.0311764 | Time: 2394.96 ms [2021-11-23 03:59:49 main:574] : INFO : Epoch 1964 | loss: 0.0311569 | val_loss: 0.0311777 | Time: 2388.84 ms [2021-11-23 03:59:51 main:574] : INFO : Epoch 1965 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 2374.41 ms [2021-11-23 03:59:53 main:574] : INFO : Epoch 1966 | loss: 0.031157 | val_loss: 0.0311765 | Time: 2355.71 ms [2021-11-23 03:59:56 main:574] : INFO : Epoch 1967 | loss: 0.031155 | val_loss: 0.0311776 | Time: 2365.12 ms [2021-11-23 03:59:58 main:574] : INFO : Epoch 1968 | loss: 0.0311556 | val_loss: 0.0311748 | Time: 2350.84 ms [2021-11-23 04:00:01 main:574] : INFO : Epoch 1969 | loss: 0.031154 | val_loss: 0.0311756 | Time: 2371.32 ms [2021-11-23 04:00:03 main:574] : INFO : Epoch 1970 | loss: 0.0311558 | val_loss: 0.0311828 | Time: 2414.08 ms [2021-11-23 04:00:05 main:574] : INFO : Epoch 1971 | loss: 0.031155 | val_loss: 0.0311772 | Time: 2374.61 ms [2021-11-23 04:00:08 main:574] : INFO : Epoch 1972 | loss: 0.0311542 | val_loss: 0.0311772 | Time: 2560.02 ms [2021-11-23 04:00:10 main:574] : INFO : Epoch 1973 | loss: 0.0311558 | val_loss: 0.0311779 | Time: 2406.35 ms [2021-11-23 04:00:13 main:574] : INFO : Epoch 1974 | loss: 0.0311556 | val_loss: 0.0311797 | Time: 2390.54 ms [2021-11-23 04:00:15 main:574] : INFO : Epoch 1975 | loss: 0.031157 | val_loss: 0.0311744 | Time: 2382.06 ms [2021-11-23 04:00:18 main:574] : INFO : Epoch 1976 | loss: 0.031158 | val_loss: 0.031179 | Time: 2379.36 ms [2021-11-23 04:00:20 main:574] : INFO : Epoch 1977 | loss: 0.0311574 | val_loss: 0.0311794 | Time: 2369.61 ms [2021-11-23 04:00:22 main:574] : INFO : Epoch 1978 | loss: 0.0311598 | val_loss: 0.0311795 | Time: 2372.9 ms [2021-11-23 04:00:25 main:574] : INFO : Epoch 1979 | loss: 0.0311589 | val_loss: 0.031176 | Time: 2387.79 ms [2021-11-23 04:00:27 main:574] : INFO : Epoch 1980 | loss: 0.031157 | val_loss: 0.0311753 | Time: 2358.96 ms [2021-11-23 04:00:29 main:574] : INFO : Epoch 1981 | loss: 0.0311573 | val_loss: 0.0311759 | Time: 2362.39 ms [2021-11-23 04:00:32 main:574] : INFO : Epoch 1982 | loss: 0.0311581 | val_loss: 0.0311769 | Time: 2378.96 ms [2021-11-23 04:00:34 main:574] : INFO : Epoch 1983 | loss: 0.0311555 | val_loss: 0.0311774 | Time: 2368.7 ms [2021-11-23 04:00:37 main:574] : INFO : Epoch 1984 | loss: 0.031155 | val_loss: 0.0311778 | Time: 2371.26 ms [2021-11-23 04:00:39 main:574] : INFO : Epoch 1985 | loss: 0.0311552 | val_loss: 0.0311774 | Time: 2392.61 ms [2021-11-23 04:00:41 main:574] : INFO : Epoch 1986 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 2423.87 ms [2021-11-23 04:00:44 main:574] : INFO : Epoch 1987 | loss: 0.031168 | val_loss: 0.0311896 | Time: 2372.17 ms [2021-11-23 04:00:46 main:574] : INFO : Epoch 1988 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 2378.25 ms [2021-11-23 04:00:49 main:574] : INFO : Epoch 1989 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 2367.32 ms [2021-11-23 04:00:51 main:574] : INFO : Epoch 1990 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 2384 ms [2021-11-23 04:00:53 main:574] : INFO : Epoch 1991 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 2367.34 ms [2021-11-23 04:00:56 main:574] : INFO : Epoch 1992 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 2363.85 ms [2021-11-23 04:00:58 main:574] : INFO : Epoch 1993 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 2382.44 ms [2021-11-23 04:01:01 main:574] : INFO : Epoch 1994 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 2371.7 ms [2021-11-23 04:01:03 main:574] : INFO : Epoch 1995 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 2372.05 ms [2021-11-23 04:01:05 main:574] : INFO : Epoch 1996 | loss: 0.031165 | val_loss: 0.0311755 | Time: 2376.41 ms [2021-11-23 04:01:08 main:574] : INFO : Epoch 1997 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 2614.97 ms [2021-11-23 04:01:10 main:574] : INFO : Epoch 1998 | loss: 0.031166 | val_loss: 0.0311759 | Time: 2362.48 ms [2021-11-23 04:01:13 main:574] : INFO : Epoch 1999 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 2354.15 ms [2021-11-23 04:01:15 main:574] : INFO : Epoch 2000 | loss: 0.0311642 | val_loss: 0.031176 | Time: 2352.82 ms [2021-11-23 04:01:17 main:574] : INFO : Epoch 2001 | loss: 0.0311634 | val_loss: 0.031175 | Time: 2365.44 ms [2021-11-23 04:01:20 main:574] : INFO : Epoch 2002 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 2382.14 ms [2021-11-23 04:01:22 main:574] : INFO : Epoch 2003 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 2365.39 ms [2021-11-23 04:01:25 main:574] : INFO : Epoch 2004 | loss: 0.0311639 | val_loss: 0.031175 | Time: 2368.1 ms [2021-11-23 04:01:27 main:574] : INFO : Epoch 2005 | loss: 0.0311629 | val_loss: 0.0311734 | Time: 2370.07 ms [2021-11-23 04:01:29 main:574] : INFO : Epoch 2006 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 2353.71 ms [2021-11-23 04:01:32 main:574] : INFO : Epoch 2007 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 2374.36 ms [2021-11-23 04:01:34 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 2371.56 ms [2021-11-23 04:01:37 main:574] : INFO : Epoch 2009 | loss: 0.031164 | val_loss: 0.0311771 | Time: 2428.03 ms [2021-11-23 04:01:39 main:574] : INFO : Epoch 2010 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 2404.08 ms [2021-11-23 04:01:41 main:574] : INFO : Epoch 2011 | loss: 0.0311648 | val_loss: 0.031176 | Time: 2361.74 ms [2021-11-23 04:01:44 main:574] : INFO : Epoch 2012 | loss: 0.0311636 | val_loss: 0.0311761 | Time: 2398.17 ms [2021-11-23 04:01:46 main:574] : INFO : Epoch 2013 | loss: 0.0311618 | val_loss: 0.0311777 | Time: 2381.44 ms [2021-11-23 04:01:49 main:574] : INFO : Epoch 2014 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 2405.19 ms [2021-11-23 04:01:51 main:574] : INFO : Epoch 2015 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 2381.89 ms [2021-11-23 04:01:53 main:574] : INFO : Epoch 2016 | loss: 0.0311598 | val_loss: 0.0311749 | Time: 2365.34 ms [2021-11-23 04:01:56 main:574] : INFO : Epoch 2017 | loss: 0.0311614 | val_loss: 0.0311781 | Time: 2359.24 ms [2021-11-23 04:01:58 main:574] : INFO : Epoch 2018 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2510.35 ms [2021-11-23 04:02:01 main:574] : INFO : Epoch 2019 | loss: 0.0311589 | val_loss: 0.0311785 | Time: 2367.14 ms [2021-11-23 04:02:03 main:574] : INFO : Epoch 2020 | loss: 0.0311601 | val_loss: 0.0311729 | Time: 2373.83 ms [2021-11-23 04:02:05 main:574] : INFO : Epoch 2021 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 2405.55 ms [2021-11-23 04:02:08 main:574] : INFO : Epoch 2022 | loss: 0.0311662 | val_loss: 0.031177 | Time: 2612.38 ms [2021-11-23 04:02:10 main:574] : INFO : Epoch 2023 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 2362.25 ms [2021-11-23 04:02:13 main:574] : INFO : Epoch 2024 | loss: 0.031163 | val_loss: 0.0311745 | Time: 2388.34 ms [2021-11-23 04:02:15 main:574] : INFO : Epoch 2025 | loss: 0.0311591 | val_loss: 0.0311805 | Time: 2409.26 ms [2021-11-23 04:02:18 main:574] : INFO : Epoch 2026 | loss: 0.0311609 | val_loss: 0.0311795 | Time: 2380.89 ms [2021-11-23 04:02:20 main:574] : INFO : Epoch 2027 | loss: 0.031158 | val_loss: 0.0311749 | Time: 2383.13 ms [2021-11-23 04:02:22 main:574] : INFO : Epoch 2028 | loss: 0.0311572 | val_loss: 0.0311774 | Time: 2376.08 ms [2021-11-23 04:02:25 main:574] : INFO : Epoch 2029 | loss: 0.0311598 | val_loss: 0.0311755 | Time: 2361.51 ms [2021-11-23 04:02:27 main:574] : INFO : Epoch 2030 | loss: 0.0311598 | val_loss: 0.0311747 | Time: 2350.64 ms [2021-11-23 04:02:30 main:574] : INFO : Epoch 2031 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 2376.4 ms [2021-11-23 04:02:32 main:574] : INFO : Epoch 2032 | loss: 0.031158 | val_loss: 0.0311723 | Time: 2474.75 ms [2021-11-23 04:02:34 main:574] : INFO : Epoch 2033 | loss: 0.0311575 | val_loss: 0.0311752 | Time: 2376.19 ms [2021-11-23 04:02:37 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.0311753 | Time: 2361.79 ms [2021-11-23 04:02:39 main:574] : INFO : Epoch 2035 | loss: 0.0311567 | val_loss: 0.0311748 | Time: 2363.31 ms [2021-11-23 04:02:42 main:574] : INFO : Epoch 2036 | loss: 0.0311551 | val_loss: 0.0311742 | Time: 2376.58 ms [2021-11-23 04:02:44 main:574] : INFO : Epoch 2037 | loss: 0.0311572 | val_loss: 0.0311742 | Time: 2411.29 ms [2021-11-23 04:02:46 main:574] : INFO : Epoch 2038 | loss: 0.0311628 | val_loss: 0.0311874 | Time: 2393.97 ms [2021-11-23 04:02:49 main:574] : INFO : Epoch 2039 | loss: 0.031162 | val_loss: 0.0311742 | Time: 2368.94 ms [2021-11-23 04:02:51 main:574] : INFO : Epoch 2040 | loss: 0.0311615 | val_loss: 0.0311791 | Time: 2388.78 ms [2021-11-23 04:02:54 main:574] : INFO : Epoch 2041 | loss: 0.0311593 | val_loss: 0.0311774 | Time: 2381.24 ms [2021-11-23 04:02:56 main:574] : INFO : Epoch 2042 | loss: 0.0311567 | val_loss: 0.0311747 | Time: 2365.62 ms [2021-11-23 04:02:58 main:574] : INFO : Epoch 2043 | loss: 0.0311566 | val_loss: 0.0311747 | Time: 2381.95 ms [2021-11-23 04:03:01 main:574] : INFO : Epoch 2044 | loss: 0.0311582 | val_loss: 0.0311757 | Time: 2435.28 ms [2021-11-23 04:03:03 main:574] : INFO : Epoch 2045 | loss: 0.0311563 | val_loss: 0.0311771 | Time: 2367.3 ms [2021-11-23 04:03:06 main:574] : INFO : Epoch 2046 | loss: 0.0311562 | val_loss: 0.0311785 | Time: 2358.78 ms [2021-11-23 04:03:08 main:574] : INFO : Epoch 2047 | loss: 0.0311565 | val_loss: 0.0311743 | Time: 2551.87 ms [2021-11-23 04:03:11 main:574] : INFO : Epoch 2048 | loss: 0.03116 | val_loss: 0.0311729 | Time: 2389.32 ms [2021-11-23 04:03:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311729 [2021-11-23 04:03:11 main:603] : INFO : Saving end state to config to file [2021-11-23 04:03:11 main:608] : INFO : Success, exiting.. 04:03:11 (36692): 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)