Task 14266011
| Name | ParityModified-1647043744-8217-3-0_0 |
| Workunit | 11322207 |
| Created | 2 Apr 2022, 20:09:35 UTC |
| Sent | 11 Apr 2022, 7:04:20 UTC |
| Report deadline | 19 Apr 2022, 7:04:20 UTC |
| Received | 23 Apr 2022, 17:17:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17505 |
| Run time | 4 hours 57 min 2 sec |
| CPU time | 4 hours 54 min 16 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 18,591.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.88 GB |
| Peak swap size | 4.80 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 3123.33 ms [2022-04-23 18:54:07 main:574] : INFO : Epoch 1543 | loss: 0.0311746 | val_loss: 0.0311721 | Time: 3182.02 ms [2022-04-23 18:54:10 main:574] : INFO : Epoch 1544 | loss: 0.0311729 | val_loss: 0.0311723 | Time: 2981.61 ms [2022-04-23 18:54:11 main:574] : INFO : Epoch 1545 | loss: 0.0311733 | val_loss: 0.0311718 | Time: 1345.83 ms [2022-04-23 18:54:15 main:574] : INFO : Epoch 1546 | loss: 0.0311748 | val_loss: 0.0311695 | Time: 3292.5 ms [2022-04-23 18:54:18 main:574] : INFO : Epoch 1547 | loss: 0.0311712 | val_loss: 0.0311688 | Time: 3254.75 ms [2022-04-23 18:54:20 main:574] : INFO : Epoch 1548 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2314.39 ms [2022-04-23 18:54:22 main:574] : INFO : Epoch 1549 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 2064.18 ms [2022-04-23 18:54:26 main:574] : INFO : Epoch 1550 | loss: 0.0311713 | val_loss: 0.031171 | Time: 3472.32 ms [2022-04-23 18:54:29 main:574] : INFO : Epoch 1551 | loss: 0.0311676 | val_loss: 0.0311699 | Time: 3325.1 ms [2022-04-23 18:54:31 main:574] : INFO : Epoch 1552 | loss: 0.0311677 | val_loss: 0.0311694 | Time: 1517.15 ms [2022-04-23 18:54:33 main:574] : INFO : Epoch 1553 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 2863.02 ms [2022-04-23 18:54:37 main:574] : INFO : Epoch 1554 | loss: 0.0311665 | val_loss: 0.0311715 | Time: 3531.39 ms [2022-04-23 18:54:40 main:574] : INFO : Epoch 1555 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 2990.32 ms [2022-04-23 18:54:42 main:574] : INFO : Epoch 1556 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 1531.63 ms [2022-04-23 18:54:45 main:574] : INFO : Epoch 1557 | loss: 0.0311697 | val_loss: 0.0311703 | Time: 3245.1 ms [2022-04-23 18:54:48 main:574] : INFO : Epoch 1558 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 3223.4 ms [2022-04-23 18:54:50 main:574] : INFO : Epoch 1559 | loss: 0.0311686 | val_loss: 0.0311696 | Time: 2248.49 ms [2022-04-23 18:54:52 main:574] : INFO : Epoch 1560 | loss: 0.0311678 | val_loss: 0.0311686 | Time: 2175.29 ms [2022-04-23 18:54:56 main:574] : INFO : Epoch 1561 | loss: 0.031168 | val_loss: 0.0311697 | Time: 3333.89 ms [2022-04-23 18:54:59 main:574] : INFO : Epoch 1562 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 3321.89 ms [2022-04-23 18:55:01 main:574] : INFO : Epoch 1563 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 1511.1 ms [2022-04-23 18:55:04 main:574] : INFO : Epoch 1564 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 3037.17 ms [2022-04-23 18:55:07 main:574] : INFO : Epoch 1565 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 3276.29 ms [2022-04-23 18:55:10 main:574] : INFO : Epoch 1566 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 2975.71 ms [2022-04-23 18:55:11 main:574] : INFO : Epoch 1567 | loss: 0.0311643 | val_loss: 0.0311702 | Time: 1190.12 ms [2022-04-23 18:55:15 main:574] : INFO : Epoch 1568 | loss: 0.0311637 | val_loss: 0.0311688 | Time: 3400.43 ms [2022-04-23 18:55:18 main:574] : INFO : Epoch 1569 | loss: 0.0311628 | val_loss: 0.0311696 | Time: 3473.67 ms [2022-04-23 18:55:20 main:574] : INFO : Epoch 1570 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 2264.82 ms [2022-04-23 18:55:22 main:574] : INFO : Epoch 1571 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 2088.87 ms [2022-04-23 18:55:26 main:574] : INFO : Epoch 1572 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 3329.47 ms [2022-04-23 18:55:29 main:574] : INFO : Epoch 1573 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 3360.14 ms [2022-04-23 18:55:31 main:574] : INFO : Epoch 1574 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 1550.17 ms [2022-04-23 18:55:34 main:574] : INFO : Epoch 1575 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 3094.69 ms [2022-04-23 18:55:37 main:574] : INFO : Epoch 1576 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 3265.04 ms [2022-04-23 18:55:40 main:574] : INFO : Epoch 1577 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 3034.54 ms [2022-04-23 18:55:42 main:574] : INFO : Epoch 1578 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1540.67 ms [2022-04-23 18:55:45 main:574] : INFO : Epoch 1579 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 3400.09 ms [2022-04-23 18:55:48 main:574] : INFO : Epoch 1580 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 3391.47 ms [2022-04-23 18:55:50 main:574] : INFO : Epoch 1581 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 1987.11 ms [2022-04-23 18:55:53 main:574] : INFO : Epoch 1582 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 2335.29 ms [2022-04-23 18:55:56 main:574] : INFO : Epoch 1583 | loss: 0.03116 | val_loss: 0.0311719 | Time: 3428.46 ms [2022-04-23 18:56:00 main:574] : INFO : Epoch 1584 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 3452.62 ms [2022-04-23 18:56:01 main:574] : INFO : Epoch 1585 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 1155.12 ms [2022-04-23 18:56:04 main:574] : INFO : Epoch 1586 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 3025.96 ms [2022-04-23 18:56:07 main:574] : INFO : Epoch 1587 | loss: 0.0311601 | val_loss: 0.03117 | Time: 3414.81 ms [2022-04-23 18:56:10 main:574] : INFO : Epoch 1588 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 2876.84 ms [2022-04-23 18:56:12 main:574] : INFO : Epoch 1589 | loss: 0.031159 | val_loss: 0.0311721 | Time: 1578.55 ms [2022-04-23 18:56:15 main:574] : INFO : Epoch 1590 | loss: 0.031159 | val_loss: 0.0311697 | Time: 3291.33 ms [2022-04-23 18:56:18 main:574] : INFO : Epoch 1591 | loss: 0.0311614 | val_loss: 0.0311729 | Time: 3264.63 ms [2022-04-23 18:56:20 main:574] : INFO : Epoch 1592 | loss: 0.0311634 | val_loss: 0.031172 | Time: 2161.81 ms [2022-04-23 18:56:23 main:574] : INFO : Epoch 1593 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2455.28 ms [2022-04-23 18:56:26 main:574] : INFO : Epoch 1594 | loss: 0.0311609 | val_loss: 0.0311675 | Time: 3459.04 ms [2022-04-23 18:56:29 main:574] : INFO : Epoch 1595 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 3143.31 ms [2022-04-23 18:56:31 main:574] : INFO : Epoch 1596 | loss: 0.0311593 | val_loss: 0.031173 | Time: 1235.58 ms [2022-04-23 18:56:34 main:574] : INFO : Epoch 1597 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 3233.62 ms [2022-04-23 18:56:37 main:574] : INFO : Epoch 1598 | loss: 0.0311587 | val_loss: 0.0311709 | Time: 3518.52 ms [2022-04-23 18:56:40 main:574] : INFO : Epoch 1599 | loss: 0.0311592 | val_loss: 0.0311696 | Time: 2662.78 ms [2022-04-23 18:56:42 main:574] : INFO : Epoch 1600 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 1667.88 ms [2022-04-23 18:56:45 main:574] : INFO : Epoch 1601 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 3310.35 ms [2022-04-23 18:56:49 main:574] : INFO : Epoch 1602 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 3480.25 ms [2022-04-23 18:56:50 main:574] : INFO : Epoch 1603 | loss: 0.031156 | val_loss: 0.0311696 | Time: 1894.15 ms [2022-04-23 18:56:53 main:574] : INFO : Epoch 1604 | loss: 0.0311573 | val_loss: 0.0311692 | Time: 2620.64 ms [2022-04-23 18:56:56 main:574] : INFO : Epoch 1605 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 3030.2 ms [2022-04-23 18:57:00 main:574] : INFO : Epoch 1606 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 3532.89 ms [2022-04-23 18:57:01 main:574] : INFO : Epoch 1607 | loss: 0.0311565 | val_loss: 0.0311706 | Time: 1107.76 ms [2022-04-23 18:57:04 main:574] : INFO : Epoch 1608 | loss: 0.0311572 | val_loss: 0.0311733 | Time: 3429.9 ms [2022-04-23 18:57:07 main:574] : INFO : Epoch 1609 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 3239.23 ms [2022-04-23 18:57:10 main:574] : INFO : Epoch 1610 | loss: 0.0311572 | val_loss: 0.0311705 | Time: 2633.36 ms [2022-04-23 18:57:12 main:574] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 1649.42 ms [2022-04-23 18:57:15 main:574] : INFO : Epoch 1612 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 3493.74 ms [2022-04-23 18:57:19 main:574] : INFO : Epoch 1613 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 3492.23 ms [2022-04-23 18:57:20 main:574] : INFO : Epoch 1614 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1747.18 ms [2022-04-23 18:57:23 main:574] : INFO : Epoch 1615 | loss: 0.0311614 | val_loss: 0.0311716 | Time: 2385.22 ms [2022-04-23 18:57:26 main:574] : INFO : Epoch 1616 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 3481.37 ms [2022-04-23 18:57:30 main:574] : INFO : Epoch 1617 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 3458.17 ms [2022-04-23 18:57:31 main:574] : INFO : Epoch 1618 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 1139.32 ms [2022-04-23 18:57:34 main:574] : INFO : Epoch 1619 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 3189.15 ms [2022-04-23 18:57:37 main:574] : INFO : Epoch 1620 | loss: 0.0311606 | val_loss: 0.031169 | Time: 3123.97 ms [2022-04-23 18:57:40 main:574] : INFO : Epoch 1621 | loss: 0.0311642 | val_loss: 0.0311669 | Time: 2813.93 ms [2022-04-23 18:57:42 main:574] : INFO : Epoch 1622 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 1764.34 ms [2022-04-23 18:57:45 main:574] : INFO : Epoch 1623 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 3328.48 ms [2022-04-23 18:57:48 main:574] : INFO : Epoch 1624 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 3182.68 ms [2022-04-23 18:57:50 main:574] : INFO : Epoch 1625 | loss: 0.031179 | val_loss: 0.031177 | Time: 1991.64 ms [2022-04-23 18:57:53 main:574] : INFO : Epoch 1626 | loss: 0.0311806 | val_loss: 0.0311717 | Time: 2588.71 ms [2022-04-23 18:57:57 main:574] : INFO : Epoch 1627 | loss: 0.031182 | val_loss: 0.0311761 | Time: 3711.52 ms [2022-04-23 18:58:00 main:574] : INFO : Epoch 1628 | loss: 0.0311821 | val_loss: 0.0311773 | Time: 3170.83 ms [2022-04-23 18:58:01 main:574] : INFO : Epoch 1629 | loss: 0.0311818 | val_loss: 0.0311775 | Time: 1123.36 ms [2022-04-23 18:58:04 main:574] : INFO : Epoch 1630 | loss: 0.0311795 | val_loss: 0.0311745 | Time: 3252.31 ms [2022-04-23 18:58:08 main:574] : INFO : Epoch 1631 | loss: 0.0311848 | val_loss: 0.0311937 | Time: 3616.85 ms [2022-04-23 18:58:10 main:574] : INFO : Epoch 1632 | loss: 0.0311984 | val_loss: 0.031195 | Time: 2360.96 ms [2022-04-23 18:58:12 main:574] : INFO : Epoch 1633 | loss: 0.0311968 | val_loss: 0.0311921 | Time: 1986.29 ms [2022-04-23 18:58:15 main:574] : INFO : Epoch 1634 | loss: 0.0311945 | val_loss: 0.0311903 | Time: 3060.35 ms [2022-04-23 18:58:19 main:574] : INFO : Epoch 1635 | loss: 0.0311912 | val_loss: 0.0311922 | Time: 3561.93 ms [2022-04-23 18:58:21 main:574] : INFO : Epoch 1636 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 1682.28 ms [2022-04-23 18:58:23 main:574] : INFO : Epoch 1637 | loss: 0.0311897 | val_loss: 0.031188 | Time: 2917.63 ms [2022-04-23 18:58:27 main:574] : INFO : Epoch 1638 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 3200.04 ms [2022-04-23 18:58:30 main:574] : INFO : Epoch 1639 | loss: 0.0311913 | val_loss: 0.0311926 | Time: 3186.68 ms [2022-04-23 18:58:31 main:574] : INFO : Epoch 1640 | loss: 0.0311891 | val_loss: 0.0311877 | Time: 1114.64 ms [2022-04-23 18:58:35 main:574] : INFO : Epoch 1641 | loss: 0.0311873 | val_loss: 0.031187 | Time: 3567.21 ms [2022-04-23 18:58:38 main:574] : INFO : Epoch 1642 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 3416.44 ms [2022-04-23 18:58:40 main:574] : INFO : Epoch 1643 | loss: 0.0311873 | val_loss: 0.031191 | Time: 2287.74 ms [2022-04-23 18:58:42 main:574] : INFO : Epoch 1644 | loss: 0.0311895 | val_loss: 0.0311863 | Time: 1960.58 ms [2022-04-23 18:58:46 main:574] : INFO : Epoch 1645 | loss: 0.0311895 | val_loss: 0.031191 | Time: 3484.58 ms [2022-04-23 18:58:49 main:574] : INFO : Epoch 1646 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 3553.66 ms [2022-04-23 18:58:51 main:574] : INFO : Epoch 1647 | loss: 0.031186 | val_loss: 0.0311853 | Time: 1357.75 ms [2022-04-23 18:58:54 main:574] : INFO : Epoch 1648 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 2868.94 ms [2022-04-23 18:58:57 main:574] : INFO : Epoch 1649 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 3296.57 ms [2022-04-23 18:59:00 main:574] : INFO : Epoch 1650 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 3181.66 ms [2022-04-23 18:59:02 main:574] : INFO : Epoch 1651 | loss: 0.0311829 | val_loss: 0.0311862 | Time: 1556.06 ms [2022-04-23 18:59:05 main:574] : INFO : Epoch 1652 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 3356.1 ms [2022-04-23 18:59:08 main:574] : INFO : Epoch 1653 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 3053.23 ms [2022-04-23 18:59:10 main:574] : INFO : Epoch 1654 | loss: 0.0311872 | val_loss: 0.0311897 | Time: 2296.22 ms [2022-04-23 18:59:12 main:574] : INFO : Epoch 1655 | loss: 0.0311853 | val_loss: 0.0311825 | Time: 2184.38 ms [2022-04-23 18:59:16 main:574] : INFO : Epoch 1656 | loss: 0.0311851 | val_loss: 0.0311852 | Time: 3679.01 ms [2022-04-23 18:59:19 main:574] : INFO : Epoch 1657 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 3305.08 ms [2022-04-23 18:59:21 main:574] : INFO : Epoch 1658 | loss: 0.0311844 | val_loss: 0.0311823 | Time: 1241.58 ms [2022-04-23 18:59:24 main:574] : INFO : Epoch 1659 | loss: 0.0311838 | val_loss: 0.031182 | Time: 3012.07 ms [2022-04-23 18:59:27 main:574] : INFO : Epoch 1660 | loss: 0.0311831 | val_loss: 0.031182 | Time: 3717.47 ms [2022-04-23 18:59:30 main:574] : INFO : Epoch 1661 | loss: 0.0311824 | val_loss: 0.0311804 | Time: 2693.81 ms [2022-04-23 18:59:32 main:574] : INFO : Epoch 1662 | loss: 0.0311854 | val_loss: 0.0311815 | Time: 1620.3 ms [2022-04-23 18:59:35 main:574] : INFO : Epoch 1663 | loss: 0.0311838 | val_loss: 0.0311812 | Time: 3092.76 ms [2022-04-23 18:59:38 main:574] : INFO : Epoch 1664 | loss: 0.0311844 | val_loss: 0.0311829 | Time: 3427.41 ms [2022-04-23 18:59:40 main:574] : INFO : Epoch 1665 | loss: 0.0311828 | val_loss: 0.0311817 | Time: 2150.11 ms [2022-04-23 18:59:43 main:574] : INFO : Epoch 1666 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 2508.04 ms [2022-04-23 18:59:46 main:574] : INFO : Epoch 1667 | loss: 0.0311831 | val_loss: 0.031184 | Time: 3144.11 ms [2022-04-23 18:59:49 main:574] : INFO : Epoch 1668 | loss: 0.0311832 | val_loss: 0.0311832 | Time: 3109.58 ms [2022-04-23 18:59:51 main:574] : INFO : Epoch 1669 | loss: 0.0311826 | val_loss: 0.0311806 | Time: 1441.48 ms [2022-04-23 18:59:54 main:574] : INFO : Epoch 1670 | loss: 0.0311832 | val_loss: 0.0311818 | Time: 3227.67 ms [2022-04-23 18:59:57 main:574] : INFO : Epoch 1671 | loss: 0.0311845 | val_loss: 0.0311812 | Time: 3341.26 ms [2022-04-23 19:00:00 main:574] : INFO : Epoch 1672 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 2752.9 ms [2022-04-23 19:00:01 main:574] : INFO : Epoch 1673 | loss: 0.0311872 | val_loss: 0.0311833 | Time: 1321.78 ms [2022-04-23 19:00:05 main:574] : INFO : Epoch 1674 | loss: 0.0311849 | val_loss: 0.0311821 | Time: 3391.35 ms [2022-04-23 19:00:08 main:574] : INFO : Epoch 1675 | loss: 0.0311867 | val_loss: 0.0311857 | Time: 3641.5 ms [2022-04-23 19:00:10 main:574] : INFO : Epoch 1676 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 2035.78 ms [2022-04-23 19:00:13 main:574] : INFO : Epoch 1677 | loss: 0.0311836 | val_loss: 0.0311799 | Time: 2213.05 ms [2022-04-23 19:00:16 main:574] : INFO : Epoch 1678 | loss: 0.0311821 | val_loss: 0.031181 | Time: 3274.47 ms [2022-04-23 19:00:19 main:574] : INFO : Epoch 1679 | loss: 0.031182 | val_loss: 0.0311832 | Time: 3597.77 ms [2022-04-23 19:00:21 main:574] : INFO : Epoch 1680 | loss: 0.0311819 | val_loss: 0.0311824 | Time: 1250.68 ms [2022-04-23 19:00:24 main:574] : INFO : Epoch 1681 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 3213.28 ms [2022-04-23 19:00:27 main:574] : INFO : Epoch 1682 | loss: 0.0311823 | val_loss: 0.031183 | Time: 3059.09 ms [2022-04-23 19:00:30 main:574] : INFO : Epoch 1683 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 2978.8 ms [2022-04-23 19:00:31 main:574] : INFO : Epoch 1684 | loss: 0.0311825 | val_loss: 0.0311812 | Time: 1408.89 ms [2022-04-23 19:00:35 main:574] : INFO : Epoch 1685 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 3549.74 ms [2022-04-23 19:00:38 main:574] : INFO : Epoch 1686 | loss: 0.031182 | val_loss: 0.0311816 | Time: 3179.88 ms [2022-04-23 19:00:40 main:574] : INFO : Epoch 1687 | loss: 0.0311846 | val_loss: 0.0311808 | Time: 2145.39 ms [2022-04-23 19:00:42 main:574] : INFO : Epoch 1688 | loss: 0.0311853 | val_loss: 0.031192 | Time: 1958.6 ms [2022-04-23 19:00:46 main:574] : INFO : Epoch 1689 | loss: 0.0311963 | val_loss: 0.0311905 | Time: 3710.88 ms [2022-04-23 19:00:49 main:574] : INFO : Epoch 1690 | loss: 0.0311973 | val_loss: 0.0311945 | Time: 3449.19 ms [2022-04-23 19:00:51 main:574] : INFO : Epoch 1691 | loss: 0.0311952 | val_loss: 0.0311899 | Time: 1241.68 ms [2022-04-23 19:00:54 main:574] : INFO : Epoch 1692 | loss: 0.0311923 | val_loss: 0.031189 | Time: 2951.8 ms [2022-04-23 19:00:57 main:574] : INFO : Epoch 1693 | loss: 0.0311921 | val_loss: 0.0311892 | Time: 3479.73 ms [2022-04-23 19:01:00 main:574] : INFO : Epoch 1694 | loss: 0.0311922 | val_loss: 0.0311871 | Time: 2993.59 ms [2022-04-23 19:01:02 main:574] : INFO : Epoch 1695 | loss: 0.0311912 | val_loss: 0.0311887 | Time: 1675.03 ms [2022-04-23 19:01:05 main:574] : INFO : Epoch 1696 | loss: 0.0311914 | val_loss: 0.0311867 | Time: 3134.63 ms [2022-04-23 19:01:08 main:574] : INFO : Epoch 1697 | loss: 0.0311903 | val_loss: 0.0311874 | Time: 3201.92 ms [2022-04-23 19:01:10 main:574] : INFO : Epoch 1698 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 2217.63 ms [2022-04-23 19:01:13 main:574] : INFO : Epoch 1699 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 2389.59 ms [2022-04-23 19:01:16 main:574] : INFO : Epoch 1700 | loss: 0.0311919 | val_loss: 0.0311904 | Time: 3486.33 ms [2022-04-23 19:01:20 main:574] : INFO : Epoch 1701 | loss: 0.0311937 | val_loss: 0.0311887 | Time: 3362.16 ms [2022-04-23 19:01:21 main:574] : INFO : Epoch 1702 | loss: 0.0311897 | val_loss: 0.0311886 | Time: 1161.33 ms [2022-04-23 19:01:24 main:574] : INFO : Epoch 1703 | loss: 0.0311883 | val_loss: 0.0311867 | Time: 3467.27 ms [2022-04-23 19:01:28 main:574] : INFO : Epoch 1704 | loss: 0.031188 | val_loss: 0.0311889 | Time: 3543.98 ms [2022-04-23 19:01:30 main:574] : INFO : Epoch 1705 | loss: 0.0311902 | val_loss: 0.0311864 | Time: 2422.16 ms [2022-04-23 19:01:32 main:574] : INFO : Epoch 1706 | loss: 0.0311883 | val_loss: 0.0311874 | Time: 1773.42 ms [2022-04-23 19:01:35 main:574] : INFO : Epoch 1707 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 3285.57 ms [2022-04-23 19:01:39 main:574] : INFO : Epoch 1708 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 3729.71 ms [2022-04-23 19:01:41 main:574] : INFO : Epoch 1709 | loss: 0.0311874 | val_loss: 0.0311853 | Time: 1576.2 ms [2022-04-23 19:01:43 main:574] : INFO : Epoch 1710 | loss: 0.0311906 | val_loss: 0.0311879 | Time: 2709.11 ms [2022-04-23 19:01:47 main:574] : INFO : Epoch 1711 | loss: 0.0311888 | val_loss: 0.0311938 | Time: 3266.02 ms [2022-04-23 19:01:50 main:574] : INFO : Epoch 1712 | loss: 0.0311908 | val_loss: 0.031192 | Time: 3339.6 ms [2022-04-23 19:01:51 main:574] : INFO : Epoch 1713 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 1241.67 ms [2022-04-23 19:01:55 main:574] : INFO : Epoch 1714 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 3536.55 ms [2022-04-23 19:01:58 main:574] : INFO : Epoch 1715 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 3272.35 ms [2022-04-23 19:02:00 main:574] : INFO : Epoch 1716 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 2308.9 ms [2022-04-23 19:02:03 main:574] : INFO : Epoch 1717 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 2233.62 ms [2022-04-23 19:02:06 main:574] : INFO : Epoch 1718 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 3591.82 ms [2022-04-23 19:02:09 main:574] : INFO : Epoch 1719 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 3171.91 ms [2022-04-23 19:02:11 main:574] : INFO : Epoch 1720 | loss: 0.0311863 | val_loss: 0.0311887 | Time: 1363.75 ms [2022-04-23 19:02:14 main:574] : INFO : Epoch 1721 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 3196.15 ms [2022-04-23 19:02:18 main:574] : INFO : Epoch 1722 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 3662.47 ms [2022-04-23 19:02:20 main:574] : INFO : Epoch 1723 | loss: 0.0311869 | val_loss: 0.0311853 | Time: 2629.02 ms [2022-04-23 19:02:22 main:574] : INFO : Epoch 1724 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 1749.3 ms [2022-04-23 19:02:25 main:574] : INFO : Epoch 1725 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 3165.04 ms [2022-04-23 19:02:29 main:574] : INFO : Epoch 1726 | loss: 0.0311854 | val_loss: 0.0311857 | Time: 3511.24 ms [2022-04-23 19:02:31 main:574] : INFO : Epoch 1727 | loss: 0.031185 | val_loss: 0.0311856 | Time: 1927.33 ms [2022-04-23 19:02:33 main:574] : INFO : Epoch 1728 | loss: 0.0311848 | val_loss: 0.031186 | Time: 2659.95 ms [2022-04-23 19:02:36 main:574] : INFO : Epoch 1729 | loss: 0.0311855 | val_loss: 0.0311925 | Time: 3124.83 ms [2022-04-23 19:02:40 main:574] : INFO : Epoch 1730 | loss: 0.031186 | val_loss: 0.0311882 | Time: 3403.86 ms [2022-04-23 19:02:41 main:574] : INFO : Epoch 1731 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 1076.58 ms [2022-04-23 19:02:44 main:574] : INFO : Epoch 1732 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 3580.46 ms [2022-04-23 19:02:48 main:574] : INFO : Epoch 1733 | loss: 0.0311856 | val_loss: 0.0311926 | Time: 3090.32 ms [2022-04-23 19:02:50 main:574] : INFO : Epoch 1734 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 2613.74 ms [2022-04-23 19:02:52 main:574] : INFO : Epoch 1735 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 1635.8 ms [2022-04-23 19:02:56 main:574] : INFO : Epoch 1736 | loss: 0.0311859 | val_loss: 0.0311869 | Time: 3924.03 ms [2022-04-23 19:02:59 main:574] : INFO : Epoch 1737 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 3491.71 ms [2022-04-23 19:03:01 main:574] : INFO : Epoch 1738 | loss: 0.031184 | val_loss: 0.0311836 | Time: 1422.06 ms [2022-04-23 19:03:03 main:574] : INFO : Epoch 1739 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 2700.79 ms [2022-04-23 19:03:07 main:574] : INFO : Epoch 1740 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 3356.61 ms [2022-04-23 19:03:10 main:574] : INFO : Epoch 1741 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 3356.01 ms [2022-04-23 19:03:11 main:574] : INFO : Epoch 1742 | loss: 0.0311837 | val_loss: 0.031182 | Time: 1449.7 ms [2022-04-23 19:03:15 main:574] : INFO : Epoch 1743 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 3189.72 ms [2022-04-23 19:03:18 main:574] : INFO : Epoch 1744 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 3249.35 ms [2022-04-23 19:03:20 main:574] : INFO : Epoch 1745 | loss: 0.031183 | val_loss: 0.0311842 | Time: 2411.36 ms [2022-04-23 19:03:23 main:574] : INFO : Epoch 1746 | loss: 0.0311843 | val_loss: 0.0311883 | Time: 2287.62 ms [2022-04-23 19:03:26 main:574] : INFO : Epoch 1747 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 3552.06 ms [2022-04-23 19:03:29 main:574] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311832 | Time: 3056.22 ms [2022-04-23 19:03:31 main:574] : INFO : Epoch 1749 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 1403.6 ms [2022-04-23 19:03:34 main:574] : INFO : Epoch 1750 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 2956.99 ms [2022-04-23 19:03:37 main:574] : INFO : Epoch 1751 | loss: 0.0311834 | val_loss: 0.0311831 | Time: 3573.48 ms [2022-04-23 19:03:40 main:574] : INFO : Epoch 1752 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2890.54 ms [2022-04-23 19:03:42 main:574] : INFO : Epoch 1753 | loss: 0.0311814 | val_loss: 0.031186 | Time: 1515.09 ms [2022-04-23 19:03:45 main:574] : INFO : Epoch 1754 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 3487.12 ms [2022-04-23 19:03:49 main:574] : INFO : Epoch 1755 | loss: 0.031181 | val_loss: 0.0311822 | Time: 3595.61 ms [2022-04-23 19:03:51 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 1797.51 ms [2022-04-23 19:03:53 main:574] : INFO : Epoch 1757 | loss: 0.0311823 | val_loss: 0.031184 | Time: 2463.54 ms [2022-04-23 19:03:56 main:574] : INFO : Epoch 1758 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 3314.3 ms [2022-04-23 19:04:00 main:574] : INFO : Epoch 1759 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 3542.43 ms [2022-04-23 19:04:01 main:574] : INFO : Epoch 1760 | loss: 0.0311832 | val_loss: 0.0311865 | Time: 1116.45 ms [2022-04-23 19:04:04 main:574] : INFO : Epoch 1761 | loss: 0.0311843 | val_loss: 0.0311873 | Time: 3450.82 ms [2022-04-23 19:04:07 main:574] : INFO : Epoch 1762 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 3042.75 ms [2022-04-23 19:04:10 main:574] : INFO : Epoch 1763 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 2681.4 ms [2022-04-23 19:04:12 main:574] : INFO : Epoch 1764 | loss: 0.0311815 | val_loss: 0.0311862 | Time: 1657.3 ms [2022-04-23 19:04:15 main:574] : INFO : Epoch 1765 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 3635.04 ms [2022-04-23 19:04:19 main:574] : INFO : Epoch 1766 | loss: 0.0311811 | val_loss: 0.0311855 | Time: 3387.74 ms [2022-04-23 19:04:21 main:574] : INFO : Epoch 1767 | loss: 0.0311821 | val_loss: 0.0311848 | Time: 1678.64 ms [2022-04-23 19:04:23 main:574] : INFO : Epoch 1768 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 2682.29 ms [2022-04-23 19:04:27 main:574] : INFO : Epoch 1769 | loss: 0.031183 | val_loss: 0.0311884 | Time: 3721.38 ms [2022-04-23 19:04:30 main:574] : INFO : Epoch 1770 | loss: 0.0311818 | val_loss: 0.0311833 | Time: 3086.85 ms [2022-04-23 19:04:31 main:574] : INFO : Epoch 1771 | loss: 0.0311801 | val_loss: 0.031184 | Time: 1373.26 ms [2022-04-23 19:04:34 main:574] : INFO : Epoch 1772 | loss: 0.031183 | val_loss: 0.0311854 | Time: 3078.18 ms [2022-04-23 19:04:38 main:574] : INFO : Epoch 1773 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 3261.78 ms [2022-04-23 19:04:40 main:574] : INFO : Epoch 1774 | loss: 0.031181 | val_loss: 0.0311864 | Time: 2596.95 ms [2022-04-23 19:04:43 main:574] : INFO : Epoch 1775 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 2209.54 ms [2022-04-23 19:04:46 main:574] : INFO : Epoch 1776 | loss: 0.0311799 | val_loss: 0.031185 | Time: 3346.04 ms [2022-04-23 19:04:49 main:574] : INFO : Epoch 1777 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 3385.44 ms [2022-04-23 19:04:51 main:574] : INFO : Epoch 1778 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 1357.25 ms [2022-04-23 19:04:54 main:574] : INFO : Epoch 1779 | loss: 0.0311827 | val_loss: 0.0311832 | Time: 3203.66 ms [2022-04-23 19:04:57 main:574] : INFO : Epoch 1780 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 3462.86 ms [2022-04-23 19:05:00 main:574] : INFO : Epoch 1781 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 2716.19 ms [2022-04-23 19:05:01 main:574] : INFO : Epoch 1782 | loss: 0.0311803 | val_loss: 0.031184 | Time: 1407.45 ms [2022-04-23 19:05:05 main:574] : INFO : Epoch 1783 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 3343.71 ms [2022-04-23 19:05:08 main:574] : INFO : Epoch 1784 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 3640.68 ms [2022-04-23 19:05:10 main:574] : INFO : Epoch 1785 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 1973.89 ms [2022-04-23 19:05:13 main:574] : INFO : Epoch 1786 | loss: 0.0311782 | val_loss: 0.031182 | Time: 2224.07 ms [2022-04-23 19:05:16 main:574] : INFO : Epoch 1787 | loss: 0.031179 | val_loss: 0.0311832 | Time: 3366.24 ms [2022-04-23 19:05:20 main:574] : INFO : Epoch 1788 | loss: 0.0311779 | val_loss: 0.0311824 | Time: 3563.35 ms [2022-04-23 19:05:21 main:574] : INFO : Epoch 1789 | loss: 0.0311778 | val_loss: 0.031182 | Time: 1172.11 ms [2022-04-23 19:05:24 main:574] : INFO : Epoch 1790 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 3223.1 ms [2022-04-23 19:05:27 main:574] : INFO : Epoch 1791 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 3180.62 ms [2022-04-23 19:05:30 main:574] : INFO : Epoch 1792 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 2899.51 ms [2022-04-23 19:05:32 main:574] : INFO : Epoch 1793 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 1700.01 ms [2022-04-23 19:05:35 main:574] : INFO : Epoch 1794 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 3667.69 ms [2022-04-23 19:05:39 main:574] : INFO : Epoch 1795 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 3211.95 ms [2022-04-23 19:05:40 main:574] : INFO : Epoch 1796 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 1794.98 ms [2022-04-23 19:05:43 main:574] : INFO : Epoch 1797 | loss: 0.0311805 | val_loss: 0.031183 | Time: 2637.95 ms [2022-04-23 19:05:47 main:574] : INFO : Epoch 1798 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 3603.78 ms [2022-04-23 19:05:50 main:574] : INFO : Epoch 1799 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 3180.2 ms [2022-04-23 19:05:51 main:574] : INFO : Epoch 1800 | loss: 0.031176 | val_loss: 0.0311789 | Time: 1136.55 ms [2022-04-23 19:05:54 main:574] : INFO : Epoch 1801 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 3206.53 ms [2022-04-23 19:05:58 main:574] : INFO : Epoch 1802 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 3475.03 ms [2022-04-23 19:06:00 main:574] : INFO : Epoch 1803 | loss: 0.0311765 | val_loss: 0.0311805 | Time: 2522.7 ms [2022-04-23 19:06:02 main:574] : INFO : Epoch 1804 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2083.43 ms [2022-04-23 19:06:06 main:574] : INFO : Epoch 1805 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 3154.67 ms [2022-04-23 19:06:09 main:574] : INFO : Epoch 1806 | loss: 0.0311869 | val_loss: 0.0311831 | Time: 3315.41 ms [2022-04-23 19:06:11 main:574] : INFO : Epoch 1807 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1733.32 ms [2022-04-23 19:06:13 main:574] : INFO : Epoch 1808 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 2899.01 ms [2022-04-23 19:06:17 main:574] : INFO : Epoch 1809 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 3288.23 ms [2022-04-23 19:06:20 main:574] : INFO : Epoch 1810 | loss: 0.0311862 | val_loss: 0.0311862 | Time: 3120.74 ms [2022-04-23 19:06:21 main:574] : INFO : Epoch 1811 | loss: 0.0311842 | val_loss: 0.0311828 | Time: 1109.08 ms [2022-04-23 19:06:25 main:574] : INFO : Epoch 1812 | loss: 0.0311824 | val_loss: 0.031183 | Time: 3479.61 ms [2022-04-23 19:06:28 main:574] : INFO : Epoch 1813 | loss: 0.0311799 | val_loss: 0.0311785 | Time: 3493.47 ms [2022-04-23 19:06:30 main:574] : INFO : Epoch 1814 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 2269.49 ms [2022-04-23 19:06:32 main:574] : INFO : Epoch 1815 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1778.11 ms [2022-04-23 19:06:35 main:574] : INFO : Epoch 1816 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 3315.22 ms [2022-04-23 19:06:39 main:574] : INFO : Epoch 1817 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 3706.68 ms [2022-04-23 19:06:41 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 1525.08 ms [2022-04-23 19:06:43 main:574] : INFO : Epoch 1819 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 2873.15 ms [2022-04-23 19:06:47 main:574] : INFO : Epoch 1820 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 3248.64 ms [2022-04-23 19:06:50 main:574] : INFO : Epoch 1821 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 3322.19 ms [2022-04-23 19:06:52 main:574] : INFO : Epoch 1822 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 1564.52 ms [2022-04-23 19:06:55 main:574] : INFO : Epoch 1823 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 3366.41 ms [2022-04-23 19:06:58 main:574] : INFO : Epoch 1824 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 3184.98 ms [2022-04-23 19:07:00 main:574] : INFO : Epoch 1825 | loss: 0.0311775 | val_loss: 0.0311862 | Time: 2219.58 ms [2022-04-23 19:07:03 main:574] : INFO : Epoch 1826 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 2471.68 ms [2022-04-23 19:07:07 main:574] : INFO : Epoch 1827 | loss: 0.0311773 | val_loss: 0.0311875 | Time: 3647.74 ms [2022-04-23 19:07:10 main:574] : INFO : Epoch 1828 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 3115.86 ms [2022-04-23 19:07:11 main:574] : INFO : Epoch 1829 | loss: 0.031175 | val_loss: 0.0311809 | Time: 1134.26 ms [2022-04-23 19:07:14 main:574] : INFO : Epoch 1830 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 3387.31 ms [2022-04-23 19:07:18 main:574] : INFO : Epoch 1831 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 3636.57 ms [2022-04-23 19:07:20 main:574] : INFO : Epoch 1832 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2421.27 ms [2022-04-23 19:07:22 main:574] : INFO : Epoch 1833 | loss: 0.0311739 | val_loss: 0.0311829 | Time: 1821.3 ms [2022-04-23 19:07:25 main:574] : INFO : Epoch 1834 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 3137.95 ms [2022-04-23 19:07:29 main:574] : INFO : Epoch 1835 | loss: 0.0311742 | val_loss: 0.0311886 | Time: 3494.83 ms [2022-04-23 19:07:31 main:574] : INFO : Epoch 1836 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 1856.19 ms [2022-04-23 19:07:33 main:574] : INFO : Epoch 1837 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 2653.69 ms [2022-04-23 19:07:36 main:574] : INFO : Epoch 1838 | loss: 0.0311736 | val_loss: 0.0311841 | Time: 3181.32 ms [2022-04-23 19:07:40 main:574] : INFO : Epoch 1839 | loss: 0.031175 | val_loss: 0.0311825 | Time: 3319.18 ms [2022-04-23 19:07:41 main:574] : INFO : Epoch 1840 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 1090.33 ms [2022-04-23 19:07:44 main:574] : INFO : Epoch 1841 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 3586.35 ms [2022-04-23 19:07:48 main:574] : INFO : Epoch 1842 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 3244.04 ms [2022-04-23 19:07:50 main:574] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 2482.39 ms [2022-04-23 19:07:52 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 1557.03 ms [2022-04-23 19:07:55 main:574] : INFO : Epoch 1845 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 3451.21 ms [2022-04-23 19:07:59 main:574] : INFO : Epoch 1846 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 3729.13 ms [2022-04-23 19:08:01 main:574] : INFO : Epoch 1847 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1679.02 ms [2022-04-23 19:08:03 main:574] : INFO : Epoch 1848 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 2564.13 ms [2022-04-23 19:08:06 main:574] : INFO : Epoch 1849 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 3166.56 ms [2022-04-23 19:08:10 main:574] : INFO : Epoch 1850 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 3630.18 ms [2022-04-23 19:08:11 main:574] : INFO : Epoch 1851 | loss: 0.031173 | val_loss: 0.0311779 | Time: 1247.84 ms [2022-04-23 19:08:14 main:574] : INFO : Epoch 1852 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 3267.94 ms [2022-04-23 19:08:18 main:574] : INFO : Epoch 1853 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 3102.34 ms [2022-04-23 19:08:20 main:574] : INFO : Epoch 1854 | loss: 0.031174 | val_loss: 0.0311776 | Time: 2611.38 ms [2022-04-23 19:08:22 main:574] : INFO : Epoch 1855 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1888.79 ms [2022-04-23 19:08:26 main:574] : INFO : Epoch 1856 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 3613.28 ms [2022-04-23 19:08:29 main:574] : INFO : Epoch 1857 | loss: 0.031172 | val_loss: 0.0311778 | Time: 3237.88 ms [2022-04-23 19:08:31 main:574] : INFO : Epoch 1858 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 1613.05 ms [2022-04-23 19:08:33 main:574] : INFO : Epoch 1859 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 2755.31 ms [2022-04-23 19:08:37 main:574] : INFO : Epoch 1860 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 3697.58 ms [2022-04-23 19:08:40 main:574] : INFO : Epoch 1861 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 2978.87 ms [2022-04-23 19:08:41 main:574] : INFO : Epoch 1862 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 1218.11 ms [2022-04-23 19:08:44 main:574] : INFO : Epoch 1863 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 3075.51 ms [2022-04-23 19:08:48 main:574] : INFO : Epoch 1864 | loss: 0.0311741 | val_loss: 0.0311846 | Time: 3396.03 ms [2022-04-23 19:08:50 main:574] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2606.7 ms [2022-04-23 19:08:52 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 2035.06 ms [2022-04-23 19:08:56 main:574] : INFO : Epoch 1867 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 3230.96 ms [2022-04-23 19:08:59 main:574] : INFO : Epoch 1868 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 3277.01 ms [2022-04-23 19:09:01 main:574] : INFO : Epoch 1869 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 1738.75 ms [2022-04-23 19:09:04 main:574] : INFO : Epoch 1870 | loss: 0.031171 | val_loss: 0.0311792 | Time: 3001.74 ms [2022-04-23 19:09:07 main:574] : INFO : Epoch 1871 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 3274.45 ms [2022-04-23 19:09:10 main:574] : INFO : Epoch 1872 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 2992.07 ms [2022-04-23 19:09:11 main:574] : INFO : Epoch 1873 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 1096.44 ms [2022-04-23 19:09:14 main:574] : INFO : Epoch 1874 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 3475.46 ms [2022-04-23 19:09:18 main:574] : INFO : Epoch 1875 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 3519 ms [2022-04-23 19:09:20 main:574] : INFO : Epoch 1876 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 2257.53 ms [2022-04-23 19:09:22 main:574] : INFO : Epoch 1877 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 1797.72 ms [2022-04-23 19:09:25 main:574] : INFO : Epoch 1878 | loss: 0.0311765 | val_loss: 0.0311777 | Time: 3104.99 ms [2022-04-23 19:09:29 main:574] : INFO : Epoch 1879 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 3608.82 ms [2022-04-23 19:09:31 main:574] : INFO : Epoch 1880 | loss: 0.0311758 | val_loss: 0.0311771 | Time: 1758.24 ms [2022-04-23 19:09:33 main:574] : INFO : Epoch 1881 | loss: 0.031178 | val_loss: 0.0311898 | Time: 2675.51 ms [2022-04-23 19:09:36 main:574] : INFO : Epoch 1882 | loss: 0.031182 | val_loss: 0.0311797 | Time: 3059.02 ms [2022-04-23 19:09:40 main:574] : INFO : Epoch 1883 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 3602.66 ms [2022-04-23 19:09:41 main:574] : INFO : Epoch 1884 | loss: 0.0311734 | val_loss: 0.031178 | Time: 1119.58 ms [2022-04-23 19:09:45 main:574] : INFO : Epoch 1885 | loss: 0.0311729 | val_loss: 0.031177 | Time: 3722.78 ms [2022-04-23 19:09:48 main:574] : INFO : Epoch 1886 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 3083.77 ms [2022-04-23 19:09:50 main:574] : INFO : Epoch 1887 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 2429.35 ms [2022-04-23 19:09:52 main:574] : INFO : Epoch 1888 | loss: 0.0311742 | val_loss: 0.0311768 | Time: 2186.22 ms [2022-04-23 19:09:56 main:574] : INFO : Epoch 1889 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 3742.44 ms [2022-04-23 19:10:00 main:574] : INFO : Epoch 1890 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 3302.13 ms [2022-04-23 19:10:01 main:574] : INFO : Epoch 1891 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 1245.51 ms [2022-04-23 19:10:04 main:574] : INFO : Epoch 1892 | loss: 0.031172 | val_loss: 0.0311761 | Time: 2950.98 ms [2022-04-23 19:10:07 main:574] : INFO : Epoch 1893 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 3732.61 ms [2022-04-23 19:10:10 main:574] : INFO : Epoch 1894 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 2741.68 ms [2022-04-23 19:10:12 main:574] : INFO : Epoch 1895 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 1733.32 ms [2022-04-23 19:10:15 main:574] : INFO : Epoch 1896 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 3065.73 ms [2022-04-23 19:10:18 main:574] : INFO : Epoch 1897 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 3318.91 ms [2022-04-23 19:10:20 main:574] : INFO : Epoch 1898 | loss: 0.031175 | val_loss: 0.0311757 | Time: 2131.54 ms [2022-04-23 19:10:23 main:574] : INFO : Epoch 1899 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 2553.31 ms [2022-04-23 19:10:26 main:574] : INFO : Epoch 1900 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 3272.03 ms [2022-04-23 19:10:29 main:574] : INFO : Epoch 1901 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 3070.37 ms [2022-04-23 19:10:31 main:574] : INFO : Epoch 1902 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 1319.94 ms [2022-04-23 19:10:34 main:574] : INFO : Epoch 1903 | loss: 0.0311747 | val_loss: 0.031176 | Time: 3103.37 ms [2022-04-23 19:10:38 main:574] : INFO : Epoch 1904 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 3710.55 ms [2022-04-23 19:10:40 main:574] : INFO : Epoch 1905 | loss: 0.0311738 | val_loss: 0.0311731 | Time: 2630.36 ms [2022-04-23 19:10:42 main:574] : INFO : Epoch 1906 | loss: 0.0311729 | val_loss: 0.0311739 | Time: 1539.05 ms [2022-04-23 19:10:45 main:574] : INFO : Epoch 1907 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 3141.64 ms [2022-04-23 19:10:48 main:574] : INFO : Epoch 1908 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 3583.74 ms [2022-04-23 19:10:51 main:574] : INFO : Epoch 1909 | loss: 0.031171 | val_loss: 0.0311737 | Time: 2049.2 ms [2022-04-23 19:10:53 main:574] : INFO : Epoch 1910 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 2422.6 ms [2022-04-23 19:10:56 main:574] : INFO : Epoch 1911 | loss: 0.0311697 | val_loss: 0.031174 | Time: 3097.46 ms [2022-04-23 19:11:00 main:574] : INFO : Epoch 1912 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 3485.55 ms [2022-04-23 19:11:01 main:574] : INFO : Epoch 1913 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 1295.85 ms [2022-04-23 19:11:04 main:574] : INFO : Epoch 1914 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 3488.77 ms [2022-04-23 19:11:07 main:574] : INFO : Epoch 1915 | loss: 0.0311726 | val_loss: 0.0311745 | Time: 3111.84 ms [2022-04-23 19:11:10 main:574] : INFO : Epoch 1916 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 2673.69 ms [2022-04-23 19:11:12 main:574] : INFO : Epoch 1917 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 1494.81 ms [2022-04-23 19:11:15 main:574] : INFO : Epoch 1918 | loss: 0.0311755 | val_loss: 0.031178 | Time: 3766.41 ms [2022-04-23 19:11:19 main:574] : INFO : Epoch 1919 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 3296.31 ms [2022-04-23 19:11:20 main:574] : INFO : Epoch 1920 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 1814.84 ms [2022-04-23 19:11:23 main:574] : INFO : Epoch 1921 | loss: 0.0311755 | val_loss: 0.031177 | Time: 2316.48 ms [2022-04-23 19:11:26 main:574] : INFO : Epoch 1922 | loss: 0.0311767 | val_loss: 0.0311754 | Time: 3372.86 ms [2022-04-23 19:11:30 main:574] : INFO : Epoch 1923 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 3692.72 ms [2022-04-23 19:11:31 main:574] : INFO : Epoch 1924 | loss: 0.031172 | val_loss: 0.0311752 | Time: 1026.2 ms [2022-04-23 19:11:34 main:574] : INFO : Epoch 1925 | loss: 0.0311717 | val_loss: 0.031176 | Time: 3196.18 ms [2022-04-23 19:11:37 main:574] : INFO : Epoch 1926 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 3131.33 ms [2022-04-23 19:11:40 main:574] : INFO : Epoch 1927 | loss: 0.031171 | val_loss: 0.0311755 | Time: 2984.29 ms [2022-04-23 19:11:42 main:574] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 1823.08 ms [2022-04-23 19:11:45 main:574] : INFO : Epoch 1929 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 3337.61 ms [2022-04-23 19:11:48 main:574] : INFO : Epoch 1930 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 3048.74 ms [2022-04-23 19:11:50 main:574] : INFO : Epoch 1931 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 1987.34 ms [2022-04-23 19:11:53 main:574] : INFO : Epoch 1932 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 2400.25 ms [2022-04-23 19:11:57 main:574] : INFO : Epoch 1933 | loss: 0.0311698 | val_loss: 0.031181 | Time: 3730.5 ms [2022-04-23 19:12:00 main:574] : INFO : Epoch 1934 | loss: 0.0311719 | val_loss: 0.031173 | Time: 3247.51 ms [2022-04-23 19:12:01 main:574] : INFO : Epoch 1935 | loss: 0.0311685 | val_loss: 0.031173 | Time: 1061.87 ms [2022-04-23 19:12:04 main:574] : INFO : Epoch 1936 | loss: 0.031168 | val_loss: 0.0311725 | Time: 3139.99 ms [2022-04-23 19:12:08 main:574] : INFO : Epoch 1937 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 3752.58 ms [2022-04-23 19:12:10 main:574] : INFO : Epoch 1938 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 2508.41 ms [2022-04-23 19:12:12 main:574] : INFO : Epoch 1939 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 1945.59 ms [2022-04-23 19:12:15 main:574] : INFO : Epoch 1940 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 3038.92 ms [2022-04-23 19:12:19 main:574] : INFO : Epoch 1941 | loss: 0.0311709 | val_loss: 0.0311723 | Time: 3277.99 ms [2022-04-23 19:12:21 main:574] : INFO : Epoch 1942 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 2031.85 ms [2022-04-23 19:12:24 main:574] : INFO : Epoch 1943 | loss: 0.0311713 | val_loss: 0.0311723 | Time: 2913.27 ms [2022-04-23 19:12:27 main:574] : INFO : Epoch 1944 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 3290.73 ms [2022-04-23 19:12:30 main:574] : INFO : Epoch 1945 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 3071.43 ms [2022-04-23 19:12:31 main:574] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 1015.83 ms [2022-04-23 19:12:35 main:574] : INFO : Epoch 1947 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 3617.84 ms [2022-04-23 19:12:38 main:574] : INFO : Epoch 1948 | loss: 0.0311692 | val_loss: 0.0311718 | Time: 3560.63 ms [2022-04-23 19:12:40 main:574] : INFO : Epoch 1949 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 2186.07 ms [2022-04-23 19:12:42 main:574] : INFO : Epoch 1950 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1784.94 ms [2022-04-23 19:12:45 main:574] : INFO : Epoch 1951 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 3365.06 ms [2022-04-23 19:12:49 main:574] : INFO : Epoch 1952 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 3679.81 ms [2022-04-23 19:12:51 main:574] : INFO : Epoch 1953 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 1537.36 ms [2022-04-23 19:12:53 main:574] : INFO : Epoch 1954 | loss: 0.0311662 | val_loss: 0.0311693 | Time: 2749.18 ms [2022-04-23 19:12:57 main:574] : INFO : Epoch 1955 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 3177.38 ms [2022-04-23 19:13:00 main:574] : INFO : Epoch 1956 | loss: 0.0311663 | val_loss: 0.031172 | Time: 3353.56 ms [2022-04-23 19:13:01 main:574] : INFO : Epoch 1957 | loss: 0.03117 | val_loss: 0.0311715 | Time: 1263.68 ms [2022-04-23 19:13:05 main:574] : INFO : Epoch 1958 | loss: 0.0311657 | val_loss: 0.0311709 | Time: 3465.73 ms [2022-04-23 19:13:08 main:574] : INFO : Epoch 1959 | loss: 0.0311655 | val_loss: 0.0311706 | Time: 3051.26 ms [2022-04-23 19:13:10 main:574] : INFO : Epoch 1960 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2481.55 ms [2022-04-23 19:13:12 main:574] : INFO : Epoch 1961 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1911.62 ms [2022-04-23 19:13:16 main:574] : INFO : Epoch 1962 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 3650.9 ms [2022-04-23 19:13:19 main:574] : INFO : Epoch 1963 | loss: 0.0311644 | val_loss: 0.0311711 | Time: 3232.3 ms [2022-04-23 19:13:21 main:574] : INFO : Epoch 1964 | loss: 0.0311647 | val_loss: 0.0311731 | Time: 1549.04 ms [2022-04-23 19:13:23 main:574] : INFO : Epoch 1965 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2654.25 ms [2022-04-23 19:13:27 main:574] : INFO : Epoch 1966 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 3760.79 ms [2022-04-23 19:13:30 main:574] : INFO : Epoch 1967 | loss: 0.0311683 | val_loss: 0.0311696 | Time: 3037.91 ms [2022-04-23 19:13:32 main:574] : INFO : Epoch 1968 | loss: 0.0311709 | val_loss: 0.0311834 | Time: 1414.25 ms [2022-04-23 19:13:35 main:574] : INFO : Epoch 1969 | loss: 0.0311737 | val_loss: 0.0311736 | Time: 3082.8 ms [2022-04-23 19:13:38 main:574] : INFO : Epoch 1970 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 3536.05 ms [2022-04-23 19:13:40 main:574] : INFO : Epoch 1971 | loss: 0.0311748 | val_loss: 0.0311737 | Time: 2341.97 ms [2022-04-23 19:13:43 main:574] : INFO : Epoch 1972 | loss: 0.0311726 | val_loss: 0.0311723 | Time: 2228.29 ms [2022-04-23 19:13:46 main:574] : INFO : Epoch 1973 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 3142.86 ms [2022-04-23 19:13:49 main:574] : INFO : Epoch 1974 | loss: 0.0311728 | val_loss: 0.0311718 | Time: 3212.69 ms [2022-04-23 19:13:51 main:574] : INFO : Epoch 1975 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 1587.12 ms [2022-04-23 19:13:54 main:574] : INFO : Epoch 1976 | loss: 0.0311758 | val_loss: 0.031173 | Time: 3283.75 ms [2022-04-23 19:13:57 main:574] : INFO : Epoch 1977 | loss: 0.0311723 | val_loss: 0.031179 | Time: 3412.46 ms [2022-04-23 19:14:00 main:574] : INFO : Epoch 1978 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 2716.37 ms [2022-04-23 19:14:01 main:574] : INFO : Epoch 1979 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 1303.54 ms [2022-04-23 19:14:05 main:574] : INFO : Epoch 1980 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 3529.15 ms [2022-04-23 19:14:09 main:574] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.031176 | Time: 3730.32 ms [2022-04-23 19:14:11 main:574] : INFO : Epoch 1982 | loss: 0.0311681 | val_loss: 0.0311713 | Time: 1908.99 ms [2022-04-23 19:14:13 main:574] : INFO : Epoch 1983 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 2336.33 ms [2022-04-23 19:14:16 main:574] : INFO : Epoch 1984 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 3184.08 ms [2022-04-23 19:14:20 main:574] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 3768.53 ms [2022-04-23 19:14:21 main:574] : INFO : Epoch 1986 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 1037.02 ms [2022-04-23 19:14:24 main:574] : INFO : Epoch 1987 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 3183.74 ms [2022-04-23 19:14:27 main:574] : INFO : Epoch 1988 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 3182.14 ms [2022-04-23 19:14:30 main:574] : INFO : Epoch 1989 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 2861.86 ms [2022-04-23 19:14:32 main:574] : INFO : Epoch 1990 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 1656.78 ms [2022-04-23 19:14:36 main:574] : INFO : Epoch 1991 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 3744.17 ms [2022-04-23 19:14:39 main:574] : INFO : Epoch 1992 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 3373.23 ms [2022-04-23 19:14:41 main:574] : INFO : Epoch 1993 | loss: 0.0311669 | val_loss: 0.0311786 | Time: 1670.22 ms [2022-04-23 19:14:43 main:574] : INFO : Epoch 1994 | loss: 0.0311716 | val_loss: 0.0311719 | Time: 2619.29 ms [2022-04-23 19:14:47 main:574] : INFO : Epoch 1995 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 3738.9 ms [2022-04-23 19:14:50 main:574] : INFO : Epoch 1996 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 3099.23 ms [2022-04-23 19:14:52 main:574] : INFO : Epoch 1997 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1564.02 ms [2022-04-23 19:14:55 main:574] : INFO : Epoch 1998 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 3368.72 ms [2022-04-23 19:14:59 main:574] : INFO : Epoch 1999 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 3657.96 ms [2022-04-23 19:15:01 main:574] : INFO : Epoch 2000 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 1861.1 ms [2022-04-23 19:15:03 main:574] : INFO : Epoch 2001 | loss: 0.0311678 | val_loss: 0.0311859 | Time: 2541.59 ms [2022-04-23 19:15:06 main:574] : INFO : Epoch 2002 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 3248.06 ms [2022-04-23 19:15:10 main:574] : INFO : Epoch 2003 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 3363.11 ms [2022-04-23 19:15:11 main:574] : INFO : Epoch 2004 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 1130.92 ms [2022-04-23 19:15:14 main:574] : INFO : Epoch 2005 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 3444.93 ms [2022-04-23 19:15:18 main:574] : INFO : Epoch 2006 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 3302.71 ms [2022-04-23 19:15:20 main:574] : INFO : Epoch 2007 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2594.55 ms [2022-04-23 19:15:22 main:574] : INFO : Epoch 2008 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 1603.07 ms [2022-04-23 19:15:25 main:574] : INFO : Epoch 2009 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 3646.16 ms [2022-04-23 19:15:29 main:574] : INFO : Epoch 2010 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 3526.49 ms [2022-04-23 19:15:31 main:574] : INFO : Epoch 2011 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 1634.76 ms [2022-04-23 19:15:33 main:574] : INFO : Epoch 2012 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 2585.94 ms [2022-04-23 19:15:37 main:574] : INFO : Epoch 2013 | loss: 0.0311655 | val_loss: 0.0311726 | Time: 3326.21 ms [2022-04-23 19:15:40 main:574] : INFO : Epoch 2014 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 3506.85 ms [2022-04-23 19:15:41 main:574] : INFO : Epoch 2015 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1362.59 ms [2022-04-23 19:15:45 main:574] : INFO : Epoch 2016 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 3256.75 ms [2022-04-23 19:15:48 main:574] : INFO : Epoch 2017 | loss: 0.031165 | val_loss: 0.031174 | Time: 3264.33 ms [2022-04-23 19:15:50 main:574] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 2402.23 ms [2022-04-23 19:15:53 main:574] : INFO : Epoch 2019 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 2315.44 ms [2022-04-23 19:15:56 main:574] : INFO : Epoch 2020 | loss: 0.0311651 | val_loss: 0.0311778 | Time: 3389.94 ms [2022-04-23 19:15:59 main:574] : INFO : Epoch 2021 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 3210.56 ms [2022-04-23 19:16:01 main:574] : INFO : Epoch 2022 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 1401.17 ms [2022-04-23 19:16:04 main:574] : INFO : Epoch 2023 | loss: 0.0311647 | val_loss: 0.031173 | Time: 3040.72 ms [2022-04-23 19:16:07 main:574] : INFO : Epoch 2024 | loss: 0.0311653 | val_loss: 0.031172 | Time: 3393.32 ms [2022-04-23 19:16:10 main:574] : INFO : Epoch 2025 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 2956.03 ms [2022-04-23 19:16:12 main:574] : INFO : Epoch 2026 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 1394.3 ms [2022-04-23 19:16:15 main:574] : INFO : Epoch 2027 | loss: 0.0311649 | val_loss: 0.0311746 | Time: 3124.71 ms [2022-04-23 19:16:18 main:574] : INFO : Epoch 2028 | loss: 0.0311651 | val_loss: 0.031175 | Time: 3536.77 ms [2022-04-23 19:16:20 main:574] : INFO : Epoch 2029 | loss: 0.0311642 | val_loss: 0.031177 | Time: 2263.58 ms [2022-04-23 19:16:23 main:574] : INFO : Epoch 2030 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 2330.98 ms [2022-04-23 19:16:26 main:574] : INFO : Epoch 2031 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 3187.38 ms [2022-04-23 19:16:29 main:574] : INFO : Epoch 2032 | loss: 0.031163 | val_loss: 0.0311726 | Time: 3429.03 ms [2022-04-23 19:16:31 main:574] : INFO : Epoch 2033 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 1401.35 ms [2022-04-23 19:16:34 main:574] : INFO : Epoch 2034 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 3305.84 ms [2022-04-23 19:16:38 main:574] : INFO : Epoch 2035 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 3363.48 ms [2022-04-23 19:16:40 main:574] : INFO : Epoch 2036 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 2711.66 ms [2022-04-23 19:16:42 main:574] : INFO : Epoch 2037 | loss: 0.031164 | val_loss: 0.031172 | Time: 1659.71 ms [2022-04-23 19:16:46 main:574] : INFO : Epoch 2038 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 3641.86 ms [2022-04-23 19:16:49 main:574] : INFO : Epoch 2039 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 3329.72 ms [2022-04-23 19:16:51 main:574] : INFO : Epoch 2040 | loss: 0.0311625 | val_loss: 0.0311739 | Time: 1726.82 ms [2022-04-23 19:16:53 main:574] : INFO : Epoch 2041 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 2706.91 ms [2022-04-23 19:16:57 main:574] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311772 | Time: 3433.05 ms [2022-04-23 19:17:00 main:574] : INFO : Epoch 2043 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 3314.56 ms [2022-04-23 19:17:01 main:574] : INFO : Epoch 2044 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1404.28 ms [2022-04-23 19:17:05 main:574] : INFO : Epoch 2045 | loss: 0.031164 | val_loss: 0.031179 | Time: 3183.04 ms [2022-04-23 19:17:08 main:574] : INFO : Epoch 2046 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 3338.62 ms [2022-04-23 19:17:10 main:574] : INFO : Epoch 2047 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 2403.28 ms [2022-04-23 19:17:13 main:574] : INFO : Epoch 2048 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 2338.23 ms [2022-04-23 19:17:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738 [2022-04-23 19:17:13 main:603] : INFO : Saving end state to config to file [2022-04-23 19:17:13 main:608] : INFO : Success, exiting.. 19:17:13 (15348): 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)