Task 7660434
| Name | ParityModified-1631732589-20920-1_1 |
| Workunit | 5122091 |
| Created | 27 Sep 2021, 23:27:39 UTC |
| Sent | 28 Sep 2021, 0:20:00 UTC |
| Report deadline | 5 Oct 2021, 0:20:00 UTC |
| Received | 28 Sep 2021, 5:33:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 3 hours 6 min 20 sec |
| CPU time | 2 hours 54 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311843 | val_loss: 0.0311945 | Time: 5397.94 ms [2021-09-27 23:47:46 main:574] : INFO : Epoch 1543 | loss: 0.0311833 | val_loss: 0.0311818 | Time: 5532.65 ms [2021-09-27 23:47:52 main:574] : INFO : Epoch 1544 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 5834.4 ms [2021-09-27 23:47:58 main:574] : INFO : Epoch 1545 | loss: 0.031186 | val_loss: 0.031186 | Time: 5830.73 ms [2021-09-27 23:48:04 main:574] : INFO : Epoch 1546 | loss: 0.0311852 | val_loss: 0.0311822 | Time: 5604.16 ms [2021-09-27 23:48:10 main:574] : INFO : Epoch 1547 | loss: 0.0311879 | val_loss: 0.0311806 | Time: 5848.42 ms [2021-09-27 23:48:15 main:574] : INFO : Epoch 1548 | loss: 0.0311867 | val_loss: 0.0311807 | Time: 5673.48 ms [2021-09-27 23:48:21 main:574] : INFO : Epoch 1549 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 5526.78 ms [2021-09-27 23:48:27 main:574] : INFO : Epoch 1550 | loss: 0.0311819 | val_loss: 0.0312038 | Time: 5692.27 ms [2021-09-27 23:48:33 main:574] : INFO : Epoch 1551 | loss: 0.0311877 | val_loss: 0.0311862 | Time: 5749.47 ms [2021-09-27 23:48:39 main:574] : INFO : Epoch 1552 | loss: 0.0311816 | val_loss: 0.0311938 | Time: 5641.68 ms [2021-09-27 23:48:45 main:574] : INFO : Epoch 1553 | loss: 0.0311868 | val_loss: 0.0311832 | Time: 5479.23 ms [2021-09-27 23:48:51 main:574] : INFO : Epoch 1554 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 5822.34 ms [2021-09-27 23:48:56 main:574] : INFO : Epoch 1555 | loss: 0.0311829 | val_loss: 0.0312001 | Time: 5459.12 ms [2021-09-27 23:49:02 main:574] : INFO : Epoch 1556 | loss: 0.0311853 | val_loss: 0.031181 | Time: 5582.29 ms [2021-09-27 23:49:07 main:574] : INFO : Epoch 1557 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 5653.28 ms [2021-09-27 23:49:13 main:574] : INFO : Epoch 1558 | loss: 0.031178 | val_loss: 0.0311795 | Time: 5608.64 ms [2021-09-27 23:49:18 main:574] : INFO : Epoch 1559 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 5298.24 ms [2021-09-27 23:49:24 main:574] : INFO : Epoch 1560 | loss: 0.0311813 | val_loss: 0.0311918 | Time: 5157.99 ms [2021-09-27 23:49:29 main:574] : INFO : Epoch 1561 | loss: 0.031179 | val_loss: 0.0311795 | Time: 5244.86 ms [2021-09-27 23:49:34 main:574] : INFO : Epoch 1562 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 5267.55 ms [2021-09-27 23:49:39 main:574] : INFO : Epoch 1563 | loss: 0.0311843 | val_loss: 0.0312162 | Time: 5412.94 ms [2021-09-27 23:49:45 main:574] : INFO : Epoch 1564 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 5195.75 ms [2021-09-27 23:49:50 main:574] : INFO : Epoch 1565 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 5284.83 ms [2021-09-27 23:49:55 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.03118 | Time: 5433.57 ms [2021-09-27 23:50:01 main:574] : INFO : Epoch 1567 | loss: 0.031179 | val_loss: 0.0311801 | Time: 5360.43 ms [2021-09-27 23:50:06 main:574] : INFO : Epoch 1568 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 5405.36 ms [2021-09-27 23:50:12 main:574] : INFO : Epoch 1569 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 5419.75 ms [2021-09-27 23:50:17 main:574] : INFO : Epoch 1570 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 5390.68 ms [2021-09-27 23:50:22 main:574] : INFO : Epoch 1571 | loss: 0.031183 | val_loss: 0.0312043 | Time: 5376.12 ms [2021-09-27 23:50:28 main:574] : INFO : Epoch 1572 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 5283.54 ms [2021-09-27 23:50:33 main:574] : INFO : Epoch 1573 | loss: 0.0311796 | val_loss: 0.0311894 | Time: 5334.37 ms [2021-09-27 23:50:39 main:574] : INFO : Epoch 1574 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 5555.82 ms [2021-09-27 23:50:44 main:574] : INFO : Epoch 1575 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 5411.52 ms [2021-09-27 23:50:49 main:574] : INFO : Epoch 1576 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 5263.32 ms [2021-09-27 23:50:55 main:574] : INFO : Epoch 1577 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 5403.6 ms [2021-09-27 23:51:00 main:574] : INFO : Epoch 1578 | loss: 0.0311738 | val_loss: 0.0311807 | Time: 5478.56 ms [2021-09-27 23:51:06 main:574] : INFO : Epoch 1579 | loss: 0.0311742 | val_loss: 0.031179 | Time: 5456.85 ms [2021-09-27 23:51:11 main:574] : INFO : Epoch 1580 | loss: 0.0311811 | val_loss: 0.0312286 | Time: 5472.16 ms [2021-09-27 23:51:16 main:574] : INFO : Epoch 1581 | loss: 0.0311895 | val_loss: 0.0311871 | Time: 5352.25 ms [2021-09-27 23:51:22 main:574] : INFO : Epoch 1582 | loss: 0.031181 | val_loss: 0.0311906 | Time: 5344.34 ms [2021-09-27 23:51:27 main:574] : INFO : Epoch 1583 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 5285.8 ms [2021-09-27 23:51:32 main:574] : INFO : Epoch 1584 | loss: 0.0311744 | val_loss: 0.0311861 | Time: 5242.63 ms [2021-09-27 23:51:38 main:574] : INFO : Epoch 1585 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 5486.22 ms [2021-09-27 23:51:43 main:574] : INFO : Epoch 1586 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 5271.85 ms [2021-09-27 23:51:48 main:574] : INFO : Epoch 1587 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 5393.21 ms [2021-09-27 23:51:54 main:574] : INFO : Epoch 1588 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 5784.45 ms [2021-09-27 23:52:00 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 5355.12 ms [2021-09-27 23:52:05 main:574] : INFO : Epoch 1590 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 5206.46 ms [2021-09-27 23:52:10 main:574] : INFO : Epoch 1591 | loss: 0.0311712 | val_loss: 0.0311885 | Time: 5275.46 ms [2021-09-27 23:52:16 main:574] : INFO : Epoch 1592 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 5531.82 ms [2021-09-27 23:52:21 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 5493.45 ms [2021-09-27 23:52:27 main:574] : INFO : Epoch 1594 | loss: 0.0311703 | val_loss: 0.0311798 | Time: 5383.35 ms [2021-09-27 23:52:32 main:574] : INFO : Epoch 1595 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 5357.51 ms [2021-09-27 23:52:37 main:574] : INFO : Epoch 1596 | loss: 0.0311699 | val_loss: 0.0311872 | Time: 5288.46 ms [2021-09-27 23:52:43 main:574] : INFO : Epoch 1597 | loss: 0.0311716 | val_loss: 0.0311836 | Time: 5327.76 ms [2021-09-27 23:52:48 main:574] : INFO : Epoch 1598 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 5518.16 ms [2021-09-27 23:52:53 main:574] : INFO : Epoch 1599 | loss: 0.03117 | val_loss: 0.0311845 | Time: 5309.25 ms [2021-09-27 23:52:59 main:574] : INFO : Epoch 1600 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 5327.92 ms [2021-09-27 23:53:04 main:574] : INFO : Epoch 1601 | loss: 0.0311721 | val_loss: 0.0311828 | Time: 5368.14 ms [2021-09-27 23:53:10 main:574] : INFO : Epoch 1602 | loss: 0.031169 | val_loss: 0.0311811 | Time: 5460.41 ms [2021-09-27 23:53:15 main:574] : INFO : Epoch 1603 | loss: 0.0311704 | val_loss: 0.0311822 | Time: 5456.08 ms [2021-09-27 23:53:20 main:574] : INFO : Epoch 1604 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 5212.52 ms [2021-09-27 23:53:26 main:574] : INFO : Epoch 1605 | loss: 0.0311687 | val_loss: 0.0311954 | Time: 5432.68 ms [2021-09-27 23:53:31 main:574] : INFO : Epoch 1606 | loss: 0.0311686 | val_loss: 0.0311865 | Time: 5465.76 ms [2021-09-27 23:53:37 main:574] : INFO : Epoch 1607 | loss: 0.0311681 | val_loss: 0.0311848 | Time: 5679.77 ms [2021-09-27 23:53:42 main:574] : INFO : Epoch 1608 | loss: 0.0311671 | val_loss: 0.031186 | Time: 5327.16 ms [2021-09-27 23:53:48 main:574] : INFO : Epoch 1609 | loss: 0.0311689 | val_loss: 0.0311944 | Time: 5496.28 ms [2021-09-27 23:53:53 main:574] : INFO : Epoch 1610 | loss: 0.0311709 | val_loss: 0.031184 | Time: 5383.05 ms [2021-09-27 23:53:58 main:574] : INFO : Epoch 1611 | loss: 0.0311647 | val_loss: 0.0311851 | Time: 5381.74 ms [2021-09-27 23:54:04 main:574] : INFO : Epoch 1612 | loss: 0.0311643 | val_loss: 0.0311905 | Time: 5540.31 ms [2021-09-27 23:54:09 main:574] : INFO : Epoch 1613 | loss: 0.0311654 | val_loss: 0.0311817 | Time: 5429.41 ms [2021-09-27 23:54:15 main:574] : INFO : Epoch 1614 | loss: 0.0311666 | val_loss: 0.031184 | Time: 5583.88 ms [2021-09-27 23:54:21 main:574] : INFO : Epoch 1615 | loss: 0.0311657 | val_loss: 0.0311793 | Time: 5559.23 ms [2021-09-27 23:54:26 main:574] : INFO : Epoch 1616 | loss: 0.0311715 | val_loss: 0.0311889 | Time: 5568.56 ms [2021-09-27 23:54:32 main:574] : INFO : Epoch 1617 | loss: 0.0311716 | val_loss: 0.0311897 | Time: 5543.78 ms [2021-09-27 23:54:37 main:574] : INFO : Epoch 1618 | loss: 0.0311667 | val_loss: 0.0311949 | Time: 5582.23 ms [2021-09-27 23:54:43 main:574] : INFO : Epoch 1619 | loss: 0.0311692 | val_loss: 0.0311864 | Time: 5343.04 ms [2021-09-27 23:54:48 main:574] : INFO : Epoch 1620 | loss: 0.0311763 | val_loss: 0.0311948 | Time: 5526.9 ms [2021-09-27 23:54:53 main:574] : INFO : Epoch 1621 | loss: 0.0311779 | val_loss: 0.0312034 | Time: 5209.2 ms [2021-09-27 23:54:59 main:574] : INFO : Epoch 1622 | loss: 0.0311706 | val_loss: 0.0311904 | Time: 5234.46 ms [2021-09-27 23:55:04 main:574] : INFO : Epoch 1623 | loss: 0.0311663 | val_loss: 0.0312046 | Time: 5228.56 ms [2021-09-27 23:55:09 main:574] : INFO : Epoch 1624 | loss: 0.0311656 | val_loss: 0.0311861 | Time: 5446.81 ms [2021-09-27 23:55:14 main:574] : INFO : Epoch 1625 | loss: 0.031162 | val_loss: 0.0311979 | Time: 5239.41 ms [2021-09-27 23:55:20 main:574] : INFO : Epoch 1626 | loss: 0.0311762 | val_loss: 0.0311885 | Time: 5525.82 ms [2021-09-27 23:55:25 main:574] : INFO : Epoch 1627 | loss: 0.0311628 | val_loss: 0.031183 | Time: 5300.11 ms [2021-09-27 23:55:31 main:574] : INFO : Epoch 1628 | loss: 0.0311637 | val_loss: 0.0311849 | Time: 5234.54 ms [2021-09-27 23:55:36 main:574] : INFO : Epoch 1629 | loss: 0.0311638 | val_loss: 0.0311839 | Time: 5227.48 ms [2021-09-27 23:55:41 main:574] : INFO : Epoch 1630 | loss: 0.0311628 | val_loss: 0.0312081 | Time: 5278.59 ms [2021-09-27 23:55:47 main:574] : INFO : Epoch 1631 | loss: 0.0311727 | val_loss: 0.0312027 | Time: 5518.16 ms [2021-09-27 23:55:52 main:574] : INFO : Epoch 1632 | loss: 0.0311638 | val_loss: 0.0311902 | Time: 5408.29 ms [2021-09-27 23:55:57 main:574] : INFO : Epoch 1633 | loss: 0.0311638 | val_loss: 0.031184 | Time: 5251.31 ms [2021-09-27 23:56:03 main:574] : INFO : Epoch 1634 | loss: 0.0311665 | val_loss: 0.0311808 | Time: 5409.31 ms [2021-09-27 23:56:08 main:574] : INFO : Epoch 1635 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 5615.65 ms [2021-09-27 23:56:14 main:574] : INFO : Epoch 1636 | loss: 0.0311681 | val_loss: 0.0311842 | Time: 5364.52 ms [2021-09-27 23:56:19 main:574] : INFO : Epoch 1637 | loss: 0.031164 | val_loss: 0.0311925 | Time: 5545.41 ms [2021-09-27 23:56:25 main:574] : INFO : Epoch 1638 | loss: 0.0311613 | val_loss: 0.0312039 | Time: 5527.4 ms [2021-09-27 23:56:30 main:574] : INFO : Epoch 1639 | loss: 0.0311616 | val_loss: 0.0311884 | Time: 5429.49 ms [2021-09-27 23:56:36 main:574] : INFO : Epoch 1640 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 5674.61 ms [2021-09-27 23:56:41 main:574] : INFO : Epoch 1641 | loss: 0.0311686 | val_loss: 0.0311837 | Time: 5288.73 ms [2021-09-27 23:56:46 main:574] : INFO : Epoch 1642 | loss: 0.0311673 | val_loss: 0.0311837 | Time: 5190.5 ms [2021-09-27 23:56:52 main:574] : INFO : Epoch 1643 | loss: 0.0311618 | val_loss: 0.0311837 | Time: 5451.76 ms [2021-09-27 23:56:57 main:574] : INFO : Epoch 1644 | loss: 0.0311665 | val_loss: 0.0311873 | Time: 5288.93 ms [2021-09-27 23:57:03 main:574] : INFO : Epoch 1645 | loss: 0.0311718 | val_loss: 0.0312001 | Time: 5483.58 ms [2021-09-27 23:57:08 main:574] : INFO : Epoch 1646 | loss: 0.0311717 | val_loss: 0.0311883 | Time: 5491.55 ms [2021-09-27 23:57:13 main:574] : INFO : Epoch 1647 | loss: 0.0311648 | val_loss: 0.0311831 | Time: 5357.42 ms [2021-09-27 23:57:19 main:574] : INFO : Epoch 1648 | loss: 0.0311626 | val_loss: 0.0311905 | Time: 5341.06 ms [2021-09-27 23:57:24 main:574] : INFO : Epoch 1649 | loss: 0.0311677 | val_loss: 0.0311831 | Time: 5282.18 ms [2021-09-27 23:57:30 main:574] : INFO : Epoch 1650 | loss: 0.0311635 | val_loss: 0.0311828 | Time: 5789.2 ms [2021-09-27 23:57:35 main:574] : INFO : Epoch 1651 | loss: 0.031164 | val_loss: 0.0311957 | Time: 5426.25 ms [2021-09-27 23:57:41 main:574] : INFO : Epoch 1652 | loss: 0.0311611 | val_loss: 0.0311906 | Time: 5452.86 ms [2021-09-27 23:57:46 main:574] : INFO : Epoch 1653 | loss: 0.0311614 | val_loss: 0.0311867 | Time: 5384.39 ms [2021-09-27 23:57:51 main:574] : INFO : Epoch 1654 | loss: 0.0311593 | val_loss: 0.0311907 | Time: 5294.03 ms [2021-09-27 23:57:57 main:574] : INFO : Epoch 1655 | loss: 0.0311577 | val_loss: 0.0311861 | Time: 5319.72 ms [2021-09-27 23:58:02 main:574] : INFO : Epoch 1656 | loss: 0.031163 | val_loss: 0.0312017 | Time: 5403.16 ms [2021-09-27 23:58:08 main:574] : INFO : Epoch 1657 | loss: 0.0311629 | val_loss: 0.0311891 | Time: 5517.26 ms [2021-09-27 23:58:13 main:574] : INFO : Epoch 1658 | loss: 0.0311625 | val_loss: 0.0311951 | Time: 5262.16 ms [2021-09-27 23:58:18 main:574] : INFO : Epoch 1659 | loss: 0.0311668 | val_loss: 0.03119 | Time: 5301.25 ms [2021-09-27 23:58:24 main:574] : INFO : Epoch 1660 | loss: 0.0311606 | val_loss: 0.0311854 | Time: 5370.06 ms [2021-09-27 23:58:29 main:574] : INFO : Epoch 1661 | loss: 0.0311602 | val_loss: 0.0311977 | Time: 5384.16 ms [2021-09-27 23:58:34 main:574] : INFO : Epoch 1662 | loss: 0.0311567 | val_loss: 0.03119 | Time: 5251.3 ms [2021-09-27 23:58:39 main:574] : INFO : Epoch 1663 | loss: 0.0311653 | val_loss: 0.0311883 | Time: 5201.85 ms [2021-09-27 23:58:45 main:574] : INFO : Epoch 1664 | loss: 0.031161 | val_loss: 0.0311851 | Time: 5685.51 ms [2021-09-27 23:58:51 main:574] : INFO : Epoch 1665 | loss: 0.0311574 | val_loss: 0.031185 | Time: 5423.2 ms [2021-09-27 23:58:56 main:574] : INFO : Epoch 1666 | loss: 0.0311582 | val_loss: 0.0311888 | Time: 5454.32 ms [2021-09-27 23:59:01 main:574] : INFO : Epoch 1667 | loss: 0.0311647 | val_loss: 0.0311999 | Time: 5458.61 ms [2021-09-27 23:59:07 main:574] : INFO : Epoch 1668 | loss: 0.0311618 | val_loss: 0.0311972 | Time: 5256.17 ms [2021-09-27 23:59:12 main:574] : INFO : Epoch 1669 | loss: 0.0311577 | val_loss: 0.0311889 | Time: 5513.32 ms [2021-09-27 23:59:18 main:574] : INFO : Epoch 1670 | loss: 0.03116 | val_loss: 0.0311923 | Time: 5321.04 ms [2021-09-27 23:59:23 main:574] : INFO : Epoch 1671 | loss: 0.0311594 | val_loss: 0.0311919 | Time: 5426.55 ms [2021-09-27 23:59:28 main:574] : INFO : Epoch 1672 | loss: 0.0311574 | val_loss: 0.031187 | Time: 5263.31 ms [2021-09-27 23:59:34 main:574] : INFO : Epoch 1673 | loss: 0.0311599 | val_loss: 0.0312012 | Time: 5477.8 ms [2021-09-27 23:59:39 main:574] : INFO : Epoch 1674 | loss: 0.0311604 | val_loss: 0.0311864 | Time: 5240.11 ms [2021-09-27 23:59:45 main:574] : INFO : Epoch 1675 | loss: 0.0311571 | val_loss: 0.0311912 | Time: 5708.22 ms [2021-09-27 23:59:50 main:574] : INFO : Epoch 1676 | loss: 0.0311563 | val_loss: 0.0311882 | Time: 5545.76 ms [2021-09-27 23:59:56 main:574] : INFO : Epoch 1677 | loss: 0.0311556 | val_loss: 0.031186 | Time: 5317.14 ms [2021-09-28 00:00:01 main:574] : INFO : Epoch 1678 | loss: 0.0311579 | val_loss: 0.0311879 | Time: 5538.51 ms [2021-09-28 00:00:07 main:574] : INFO : Epoch 1679 | loss: 0.0311541 | val_loss: 0.0311974 | Time: 5371.43 ms [2021-09-28 00:00:12 main:574] : INFO : Epoch 1680 | loss: 0.031163 | val_loss: 0.0311895 | Time: 5282.38 ms [2021-09-28 00:00:17 main:574] : INFO : Epoch 1681 | loss: 0.031153 | val_loss: 0.0311896 | Time: 5216.68 ms [2021-09-28 00:00:22 main:574] : INFO : Epoch 1682 | loss: 0.0311599 | val_loss: 0.03118 | Time: 5231.24 ms [2021-09-28 00:00:28 main:574] : INFO : Epoch 1683 | loss: 0.0311593 | val_loss: 0.0311817 | Time: 5497.22 ms [2021-09-28 00:00:33 main:574] : INFO : Epoch 1684 | loss: 0.0311569 | val_loss: 0.0311845 | Time: 5521.63 ms [2021-09-28 00:00:39 main:574] : INFO : Epoch 1685 | loss: 0.0311555 | val_loss: 0.0311817 | Time: 5324.07 ms [2021-09-28 00:00:44 main:574] : INFO : Epoch 1686 | loss: 0.0311542 | val_loss: 0.0311871 | Time: 5345.36 ms [2021-09-28 00:00:49 main:574] : INFO : Epoch 1687 | loss: 0.0311536 | val_loss: 0.0311873 | Time: 5329.73 ms [2021-09-28 00:00:55 main:574] : INFO : Epoch 1688 | loss: 0.0311573 | val_loss: 0.0311887 | Time: 5472.86 ms [2021-09-28 00:01:00 main:574] : INFO : Epoch 1689 | loss: 0.0311661 | val_loss: 0.0311856 | Time: 5468.01 ms [2021-09-28 00:01:06 main:574] : INFO : Epoch 1690 | loss: 0.0311683 | val_loss: 0.0312015 | Time: 5497.83 ms [2021-09-28 00:01:11 main:574] : INFO : Epoch 1691 | loss: 0.031164 | val_loss: 0.0311954 | Time: 5473.59 ms [2021-09-28 00:01:17 main:574] : INFO : Epoch 1692 | loss: 0.0311532 | val_loss: 0.0311899 | Time: 5369.52 ms [2021-09-28 00:01:22 main:574] : INFO : Epoch 1693 | loss: 0.0311525 | val_loss: 0.0311822 | Time: 5704.38 ms [2021-09-28 00:01:28 main:574] : INFO : Epoch 1694 | loss: 0.0311552 | val_loss: 0.0311887 | Time: 5426.12 ms [2021-09-28 00:01:33 main:574] : INFO : Epoch 1695 | loss: 0.0311555 | val_loss: 0.0311966 | Time: 5489.05 ms [2021-09-28 00:01:39 main:574] : INFO : Epoch 1696 | loss: 0.0311552 | val_loss: 0.0311854 | Time: 5232.43 ms [2021-09-28 00:01:44 main:574] : INFO : Epoch 1697 | loss: 0.031155 | val_loss: 0.031186 | Time: 5205.24 ms [2021-09-28 00:01:49 main:574] : INFO : Epoch 1698 | loss: 0.0311608 | val_loss: 0.0311777 | Time: 5348.21 ms [2021-09-28 00:01:54 main:574] : INFO : Epoch 1699 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 5245.3 ms [2021-09-28 00:02:00 main:574] : INFO : Epoch 1700 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 5450.77 ms [2021-09-28 00:02:05 main:574] : INFO : Epoch 1701 | loss: 0.0311626 | val_loss: 0.0311843 | Time: 5284.9 ms [2021-09-28 00:02:11 main:574] : INFO : Epoch 1702 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 5448.68 ms [2021-09-28 00:02:16 main:574] : INFO : Epoch 1703 | loss: 0.0311649 | val_loss: 0.0311829 | Time: 5611.97 ms [2021-09-28 00:02:22 main:574] : INFO : Epoch 1704 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 5616.18 ms [2021-09-28 00:02:27 main:574] : INFO : Epoch 1705 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 5209.13 ms [2021-09-28 00:02:32 main:574] : INFO : Epoch 1706 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 5300 ms [2021-09-28 00:02:38 main:574] : INFO : Epoch 1707 | loss: 0.0311744 | val_loss: 0.0311865 | Time: 5779.28 ms [2021-09-28 00:02:44 main:574] : INFO : Epoch 1708 | loss: 0.0311716 | val_loss: 0.031177 | Time: 5541.07 ms [2021-09-28 00:02:49 main:574] : INFO : Epoch 1709 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 5339.1 ms [2021-09-28 00:02:54 main:574] : INFO : Epoch 1710 | loss: 0.0311651 | val_loss: 0.0311742 | Time: 5311.52 ms [2021-09-28 00:03:00 main:574] : INFO : Epoch 1711 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 5530.63 ms [2021-09-28 00:03:05 main:574] : INFO : Epoch 1712 | loss: 0.0311659 | val_loss: 0.0311827 | Time: 5549.91 ms [2021-09-28 00:03:11 main:574] : INFO : Epoch 1713 | loss: 0.031166 | val_loss: 0.0311758 | Time: 5450.38 ms [2021-09-28 00:03:16 main:574] : INFO : Epoch 1714 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 5259.51 ms [2021-09-28 00:03:21 main:574] : INFO : Epoch 1715 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 5379.37 ms [2021-09-28 00:03:27 main:574] : INFO : Epoch 1716 | loss: 0.0311654 | val_loss: 0.0311803 | Time: 5555.85 ms [2021-09-28 00:03:33 main:574] : INFO : Epoch 1717 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 5687.26 ms [2021-09-28 00:03:38 main:574] : INFO : Epoch 1718 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 5290.86 ms [2021-09-28 00:03:43 main:574] : INFO : Epoch 1719 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 5402.62 ms [2021-09-28 00:03:49 main:574] : INFO : Epoch 1720 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 5264.97 ms [2021-09-28 00:03:54 main:574] : INFO : Epoch 1721 | loss: 0.0311621 | val_loss: 0.0311808 | Time: 5331.28 ms [2021-09-28 00:04:00 main:574] : INFO : Epoch 1722 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 5603.41 ms [2021-09-28 00:04:05 main:574] : INFO : Epoch 1723 | loss: 0.031162 | val_loss: 0.0311775 | Time: 5483.64 ms [2021-09-28 00:04:10 main:574] : INFO : Epoch 1724 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 5229.12 ms [2021-09-28 00:04:16 main:574] : INFO : Epoch 1725 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 5240.52 ms [2021-09-28 00:04:21 main:574] : INFO : Epoch 1726 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 5743.72 ms [2021-09-28 00:04:27 main:574] : INFO : Epoch 1727 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 5500.44 ms [2021-09-28 00:04:33 main:574] : INFO : Epoch 1728 | loss: 0.0311581 | val_loss: 0.031177 | Time: 5682.38 ms [2021-09-28 00:04:38 main:574] : INFO : Epoch 1729 | loss: 0.0311582 | val_loss: 0.0311783 | Time: 5311.84 ms [2021-09-28 00:04:43 main:574] : INFO : Epoch 1730 | loss: 0.031161 | val_loss: 0.0311753 | Time: 5245.85 ms [2021-09-28 00:04:49 main:574] : INFO : Epoch 1731 | loss: 0.0311572 | val_loss: 0.0311824 | Time: 5549.93 ms [2021-09-28 00:04:54 main:574] : INFO : Epoch 1732 | loss: 0.0311581 | val_loss: 0.0311759 | Time: 5426.87 ms [2021-09-28 00:04:59 main:574] : INFO : Epoch 1733 | loss: 0.0311569 | val_loss: 0.0311809 | Time: 5231.96 ms [2021-09-28 00:05:05 main:574] : INFO : Epoch 1734 | loss: 0.0311568 | val_loss: 0.0311817 | Time: 5233.57 ms [2021-09-28 00:05:10 main:574] : INFO : Epoch 1735 | loss: 0.0311604 | val_loss: 0.031183 | Time: 5341.77 ms [2021-09-28 00:05:15 main:574] : INFO : Epoch 1736 | loss: 0.0311647 | val_loss: 0.0311786 | Time: 5228.7 ms [2021-09-28 00:05:21 main:574] : INFO : Epoch 1737 | loss: 0.031172 | val_loss: 0.0311882 | Time: 5446.61 ms [2021-09-28 00:05:26 main:574] : INFO : Epoch 1738 | loss: 0.0311672 | val_loss: 0.0311822 | Time: 5342.26 ms [2021-09-28 00:05:31 main:574] : INFO : Epoch 1739 | loss: 0.0311611 | val_loss: 0.0311833 | Time: 5402.53 ms [2021-09-28 00:05:37 main:574] : INFO : Epoch 1740 | loss: 0.0311568 | val_loss: 0.0311797 | Time: 5503.76 ms [2021-09-28 00:05:42 main:574] : INFO : Epoch 1741 | loss: 0.0311594 | val_loss: 0.0311758 | Time: 5594.56 ms [2021-09-28 00:05:48 main:574] : INFO : Epoch 1742 | loss: 0.0311547 | val_loss: 0.0311746 | Time: 5579.08 ms [2021-09-28 00:05:53 main:574] : INFO : Epoch 1743 | loss: 0.0311549 | val_loss: 0.0311752 | Time: 5324.63 ms [2021-09-28 00:05:59 main:574] : INFO : Epoch 1744 | loss: 0.031154 | val_loss: 0.031176 | Time: 5409.64 ms [2021-09-28 00:06:04 main:574] : INFO : Epoch 1745 | loss: 0.0311542 | val_loss: 0.0311866 | Time: 5367.18 ms [2021-09-28 00:06:09 main:574] : INFO : Epoch 1746 | loss: 0.0311573 | val_loss: 0.0311769 | Time: 5342.25 ms [2021-09-28 00:06:15 main:574] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.031181 | Time: 5326.87 ms [2021-09-28 00:06:20 main:574] : INFO : Epoch 1748 | loss: 0.0311532 | val_loss: 0.031179 | Time: 5219.77 ms [2021-09-28 00:06:26 main:574] : INFO : Epoch 1749 | loss: 0.0311554 | val_loss: 0.0311844 | Time: 5614.63 ms [2021-09-28 00:06:31 main:574] : INFO : Epoch 1750 | loss: 0.0311553 | val_loss: 0.0311807 | Time: 5459.04 ms [2021-09-28 00:06:36 main:574] : INFO : Epoch 1751 | loss: 0.0311555 | val_loss: 0.0311717 | Time: 5327.97 ms [2021-09-28 00:06:42 main:574] : INFO : Epoch 1752 | loss: 0.031157 | val_loss: 0.0311765 | Time: 5352.76 ms [2021-09-28 00:06:47 main:574] : INFO : Epoch 1753 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 5291.66 ms [2021-09-28 00:06:53 main:574] : INFO : Epoch 1754 | loss: 0.0311725 | val_loss: 0.0311995 | Time: 5885.36 ms [2021-09-28 00:06:59 main:574] : INFO : Epoch 1755 | loss: 0.0311591 | val_loss: 0.0311856 | Time: 5596.14 ms [2021-09-28 00:07:04 main:574] : INFO : Epoch 1756 | loss: 0.0311534 | val_loss: 0.03118 | Time: 5201.8 ms [2021-09-28 00:07:09 main:574] : INFO : Epoch 1757 | loss: 0.0311565 | val_loss: 0.0311753 | Time: 5245.99 ms [2021-09-28 00:07:14 main:574] : INFO : Epoch 1758 | loss: 0.0311515 | val_loss: 0.031183 | Time: 5276.28 ms [2021-09-28 00:07:20 main:574] : INFO : Epoch 1759 | loss: 0.0311514 | val_loss: 0.0311818 | Time: 5595.33 ms [2021-09-28 00:07:25 main:574] : INFO : Epoch 1760 | loss: 0.0311549 | val_loss: 0.0311785 | Time: 5516.62 ms [2021-09-28 00:07:31 main:574] : INFO : Epoch 1761 | loss: 0.0311533 | val_loss: 0.03118 | Time: 5205.87 ms [2021-09-28 00:07:36 main:574] : INFO : Epoch 1762 | loss: 0.0311527 | val_loss: 0.0311795 | Time: 5258.81 ms [2021-09-28 00:07:41 main:574] : INFO : Epoch 1763 | loss: 0.0311527 | val_loss: 0.0311773 | Time: 5210.64 ms [2021-09-28 00:07:47 main:574] : INFO : Epoch 1764 | loss: 0.0311497 | val_loss: 0.031185 | Time: 5592.12 ms [2021-09-28 00:07:52 main:574] : INFO : Epoch 1765 | loss: 0.031149 | val_loss: 0.0311796 | Time: 5485.2 ms [2021-09-28 00:07:58 main:574] : INFO : Epoch 1766 | loss: 0.0311481 | val_loss: 0.0311811 | Time: 5495.79 ms [2021-09-28 00:08:03 main:574] : INFO : Epoch 1767 | loss: 0.0311507 | val_loss: 0.0311811 | Time: 5472.09 ms [2021-09-28 00:08:09 main:574] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311824 | Time: 5478 ms [2021-09-28 00:08:14 main:574] : INFO : Epoch 1769 | loss: 0.0311503 | val_loss: 0.0311724 | Time: 5357.96 ms [2021-09-28 00:08:19 main:574] : INFO : Epoch 1770 | loss: 0.0311526 | val_loss: 0.0311791 | Time: 5281.37 ms [2021-09-28 00:08:24 main:574] : INFO : Epoch 1771 | loss: 0.0311507 | val_loss: 0.0311844 | Time: 5155.87 ms [2021-09-28 00:08:30 main:574] : INFO : Epoch 1772 | loss: 0.0311506 | val_loss: 0.031186 | Time: 5405.75 ms [2021-09-28 00:08:35 main:574] : INFO : Epoch 1773 | loss: 0.0311491 | val_loss: 0.0311827 | Time: 5508.41 ms [2021-09-28 00:08:41 main:574] : INFO : Epoch 1774 | loss: 0.0311488 | val_loss: 0.0311816 | Time: 5525.45 ms [2021-09-28 00:08:46 main:574] : INFO : Epoch 1775 | loss: 0.0311483 | val_loss: 0.0311767 | Time: 5228.04 ms [2021-09-28 00:08:52 main:574] : INFO : Epoch 1776 | loss: 0.0311505 | val_loss: 0.0311812 | Time: 5526.33 ms [2021-09-28 00:08:57 main:574] : INFO : Epoch 1777 | loss: 0.0311547 | val_loss: 0.0311762 | Time: 5386.85 ms [2021-09-28 00:09:02 main:574] : INFO : Epoch 1778 | loss: 0.0311581 | val_loss: 0.0311774 | Time: 5188.02 ms [2021-09-28 00:09:08 main:574] : INFO : Epoch 1779 | loss: 0.0311518 | val_loss: 0.0311764 | Time: 5575.89 ms [2021-09-28 00:09:13 main:574] : INFO : Epoch 1780 | loss: 0.0311493 | val_loss: 0.0311799 | Time: 5364.81 ms [2021-09-28 00:09:19 main:574] : INFO : Epoch 1781 | loss: 0.03115 | val_loss: 0.0311825 | Time: 5614.74 ms [2021-09-28 00:09:24 main:574] : INFO : Epoch 1782 | loss: 0.0311485 | val_loss: 0.0311783 | Time: 5221.16 ms [2021-09-28 00:09:30 main:574] : INFO : Epoch 1783 | loss: 0.0311449 | val_loss: 0.0311823 | Time: 5726.32 ms [2021-09-28 00:09:35 main:574] : INFO : Epoch 1784 | loss: 0.0311484 | val_loss: 0.0311792 | Time: 5603.76 ms [2021-09-28 00:09:41 main:574] : INFO : Epoch 1785 | loss: 0.0311464 | val_loss: 0.0311775 | Time: 5396.97 ms [2021-09-28 00:09:46 main:574] : INFO : Epoch 1786 | loss: 0.0311502 | val_loss: 0.0311809 | Time: 5242.62 ms [2021-09-28 00:09:51 main:574] : INFO : Epoch 1787 | loss: 0.0311538 | val_loss: 0.0311742 | Time: 5133.48 ms [2021-09-28 00:09:57 main:574] : INFO : Epoch 1788 | loss: 0.0311473 | val_loss: 0.0311777 | Time: 5560.94 ms [2021-09-28 00:10:02 main:574] : INFO : Epoch 1789 | loss: 0.031146 | val_loss: 0.0311784 | Time: 5368.66 ms [2021-09-28 00:10:08 main:574] : INFO : Epoch 1790 | loss: 0.0311455 | val_loss: 0.0311757 | Time: 5463.63 ms [2021-09-28 00:10:13 main:574] : INFO : Epoch 1791 | loss: 0.0311476 | val_loss: 0.0311792 | Time: 5398.59 ms [2021-09-28 00:10:18 main:574] : INFO : Epoch 1792 | loss: 0.0311473 | val_loss: 0.0311809 | Time: 5230.4 ms [2021-09-28 00:10:24 main:574] : INFO : Epoch 1793 | loss: 0.0311491 | val_loss: 0.031214 | Time: 5517.28 ms [2021-09-28 00:10:29 main:574] : INFO : Epoch 1794 | loss: 0.0311521 | val_loss: 0.0311804 | Time: 5384.64 ms [2021-09-28 00:10:35 main:574] : INFO : Epoch 1795 | loss: 0.0311448 | val_loss: 0.0311815 | Time: 5451.38 ms [2021-09-28 00:10:40 main:574] : INFO : Epoch 1796 | loss: 0.0311487 | val_loss: 0.031183 | Time: 5225.63 ms [2021-09-28 00:10:45 main:574] : INFO : Epoch 1797 | loss: 0.0311462 | val_loss: 0.0311807 | Time: 5282.45 ms [2021-09-28 00:10:51 main:574] : INFO : Epoch 1798 | loss: 0.0311438 | val_loss: 0.0311875 | Time: 5744.54 ms [2021-09-28 00:10:56 main:574] : INFO : Epoch 1799 | loss: 0.0311414 | val_loss: 0.0311785 | Time: 5337.6 ms [2021-09-28 00:11:02 main:574] : INFO : Epoch 1800 | loss: 0.0311451 | val_loss: 0.0311795 | Time: 5329.15 ms [2021-09-28 00:11:07 main:574] : INFO : Epoch 1801 | loss: 0.0311454 | val_loss: 0.0311791 | Time: 5135.49 ms [2021-09-28 00:11:12 main:574] : INFO : Epoch 1802 | loss: 0.0311433 | val_loss: 0.0311881 | Time: 5459.29 ms [2021-09-28 00:11:18 main:574] : INFO : Epoch 1803 | loss: 0.0311423 | val_loss: 0.0311867 | Time: 5503.19 ms [2021-09-28 00:11:23 main:574] : INFO : Epoch 1804 | loss: 0.0311403 | val_loss: 0.0311793 | Time: 5421.57 ms [2021-09-28 00:11:28 main:574] : INFO : Epoch 1805 | loss: 0.0311409 | val_loss: 0.0311892 | Time: 5415.49 ms [2021-09-28 00:11:34 main:574] : INFO : Epoch 1806 | loss: 0.0311412 | val_loss: 0.0311809 | Time: 5453.75 ms [2021-09-28 00:11:39 main:574] : INFO : Epoch 1807 | loss: 0.0311404 | val_loss: 0.0311817 | Time: 5465.81 ms [2021-09-28 00:11:45 main:574] : INFO : Epoch 1808 | loss: 0.0311394 | val_loss: 0.0311798 | Time: 5328.49 ms [2021-09-28 00:11:50 main:574] : INFO : Epoch 1809 | loss: 0.0311443 | val_loss: 0.031182 | Time: 5453.29 ms [2021-09-28 00:11:55 main:574] : INFO : Epoch 1810 | loss: 0.0311404 | val_loss: 0.0311815 | Time: 5220.69 ms [2021-09-28 00:12:01 main:574] : INFO : Epoch 1811 | loss: 0.0311413 | val_loss: 0.0311855 | Time: 5243.93 ms [2021-09-28 00:12:06 main:574] : INFO : Epoch 1812 | loss: 0.031139 | val_loss: 0.031189 | Time: 5294.08 ms [2021-09-28 00:12:11 main:574] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.0312087 | Time: 5532.83 ms [2021-09-28 00:12:17 main:574] : INFO : Epoch 1814 | loss: 0.031152 | val_loss: 0.0311901 | Time: 5334.58 ms [2021-09-28 00:12:22 main:574] : INFO : Epoch 1815 | loss: 0.0311498 | val_loss: 0.0311787 | Time: 5629.26 ms [2021-09-28 00:12:28 main:574] : INFO : Epoch 1816 | loss: 0.0311488 | val_loss: 0.0311848 | Time: 5238.95 ms [2021-09-28 00:12:33 main:574] : INFO : Epoch 1817 | loss: 0.0311505 | val_loss: 0.0311826 | Time: 5449.5 ms [2021-09-28 00:12:39 main:574] : INFO : Epoch 1818 | loss: 0.0311468 | val_loss: 0.0311849 | Time: 5351.04 ms [2021-09-28 00:12:44 main:574] : INFO : Epoch 1819 | loss: 0.0311427 | val_loss: 0.0311835 | Time: 5338.86 ms [2021-09-28 00:12:49 main:574] : INFO : Epoch 1820 | loss: 0.0311452 | val_loss: 0.0311928 | Time: 5422.08 ms [2021-09-28 00:12:55 main:574] : INFO : Epoch 1821 | loss: 0.0311454 | val_loss: 0.0311827 | Time: 5363 ms [2021-09-28 00:13:00 main:574] : INFO : Epoch 1822 | loss: 0.0311455 | val_loss: 0.0311787 | Time: 5664.46 ms [2021-09-28 00:13:06 main:574] : INFO : Epoch 1823 | loss: 0.0311451 | val_loss: 0.0311936 | Time: 5552.32 ms [2021-09-28 00:13:11 main:574] : INFO : Epoch 1824 | loss: 0.0311421 | val_loss: 0.0311793 | Time: 5428.56 ms [2021-09-28 00:13:17 main:574] : INFO : Epoch 1825 | loss: 0.0311394 | val_loss: 0.0312031 | Time: 5229.03 ms [2021-09-28 00:13:22 main:574] : INFO : Epoch 1826 | loss: 0.0311384 | val_loss: 0.0311829 | Time: 5509.7 ms [2021-09-28 00:13:27 main:574] : INFO : Epoch 1827 | loss: 0.0311386 | val_loss: 0.031178 | Time: 5325.88 ms [2021-09-28 00:13:33 main:574] : INFO : Epoch 1828 | loss: 0.0311407 | val_loss: 0.0311942 | Time: 5350.14 ms [2021-09-28 00:13:38 main:574] : INFO : Epoch 1829 | loss: 0.0311381 | val_loss: 0.0311888 | Time: 5267.73 ms [2021-09-28 00:13:44 main:574] : INFO : Epoch 1830 | loss: 0.031146 | val_loss: 0.03119 | Time: 5516.04 ms [2021-09-28 00:13:49 main:574] : INFO : Epoch 1831 | loss: 0.0311447 | val_loss: 0.0311888 | Time: 5572.79 ms [2021-09-28 00:13:55 main:574] : INFO : Epoch 1832 | loss: 0.0311422 | val_loss: 0.0311805 | Time: 5481.13 ms [2021-09-28 00:14:00 main:574] : INFO : Epoch 1833 | loss: 0.0311397 | val_loss: 0.031185 | Time: 5371.32 ms [2021-09-28 00:14:05 main:574] : INFO : Epoch 1834 | loss: 0.0311378 | val_loss: 0.0311812 | Time: 5359.42 ms [2021-09-28 00:14:11 main:574] : INFO : Epoch 1835 | loss: 0.0311401 | val_loss: 0.0311893 | Time: 5530.77 ms [2021-09-28 00:14:16 main:574] : INFO : Epoch 1836 | loss: 0.0311441 | val_loss: 0.0311897 | Time: 5276.13 ms [2021-09-28 00:14:22 main:574] : INFO : Epoch 1837 | loss: 0.031145 | val_loss: 0.0311903 | Time: 5674.57 ms [2021-09-28 00:14:27 main:574] : INFO : Epoch 1838 | loss: 0.0311464 | val_loss: 0.0311902 | Time: 5389.38 ms [2021-09-28 00:14:33 main:574] : INFO : Epoch 1839 | loss: 0.0311395 | val_loss: 0.0311841 | Time: 5305.93 ms [2021-09-28 00:14:38 main:574] : INFO : Epoch 1840 | loss: 0.0311377 | val_loss: 0.0311854 | Time: 5364.9 ms [2021-09-28 00:14:44 main:574] : INFO : Epoch 1841 | loss: 0.0311453 | val_loss: 0.0311837 | Time: 5671.67 ms [2021-09-28 00:14:49 main:574] : INFO : Epoch 1842 | loss: 0.0311483 | val_loss: 0.0311813 | Time: 5450.27 ms [2021-09-28 00:14:55 main:574] : INFO : Epoch 1843 | loss: 0.0311436 | val_loss: 0.0311905 | Time: 5547.8 ms [2021-09-28 00:15:00 main:574] : INFO : Epoch 1844 | loss: 0.0311453 | val_loss: 0.0311843 | Time: 5450.46 ms [2021-09-28 00:15:06 main:574] : INFO : Epoch 1845 | loss: 0.0311453 | val_loss: 0.0311944 | Time: 5818.84 ms [2021-09-28 00:15:12 main:574] : INFO : Epoch 1846 | loss: 0.0311398 | val_loss: 0.0311908 | Time: 5732.65 ms [2021-09-28 00:15:17 main:574] : INFO : Epoch 1847 | loss: 0.0311383 | val_loss: 0.0311989 | Time: 5509.01 ms [2021-09-28 00:15:22 main:574] : INFO : Epoch 1848 | loss: 0.0311594 | val_loss: 0.0311868 | Time: 5362.87 ms [2021-09-28 00:15:28 main:574] : INFO : Epoch 1849 | loss: 0.0311525 | val_loss: 0.0311818 | Time: 5441.87 ms [2021-09-28 00:15:34 main:574] : INFO : Epoch 1850 | loss: 0.0311472 | val_loss: 0.03119 | Time: 5688.25 ms [2021-09-28 00:15:39 main:574] : INFO : Epoch 1851 | loss: 0.0311429 | val_loss: 0.0311919 | Time: 5494.02 ms [2021-09-28 00:15:45 main:574] : INFO : Epoch 1852 | loss: 0.0311425 | val_loss: 0.0311925 | Time: 5511.84 ms [2021-09-28 00:15:50 main:574] : INFO : Epoch 1853 | loss: 0.0311409 | val_loss: 0.0311904 | Time: 5534.17 ms [2021-09-28 00:15:56 main:574] : INFO : Epoch 1854 | loss: 0.0311453 | val_loss: 0.0311849 | Time: 5361.97 ms [2021-09-28 00:16:01 main:574] : INFO : Epoch 1855 | loss: 0.0311443 | val_loss: 0.0311855 | Time: 5604.82 ms [2021-09-28 00:16:07 main:574] : INFO : Epoch 1856 | loss: 0.0311447 | val_loss: 0.0311893 | Time: 5442.87 ms [2021-09-28 00:16:12 main:574] : INFO : Epoch 1857 | loss: 0.0311467 | val_loss: 0.031181 | Time: 5272.33 ms [2021-09-28 00:16:17 main:574] : INFO : Epoch 1858 | loss: 0.0311485 | val_loss: 0.0311905 | Time: 5246.71 ms [2021-09-28 00:16:23 main:574] : INFO : Epoch 1859 | loss: 0.0311445 | val_loss: 0.0311864 | Time: 5449 ms [2021-09-28 00:16:28 main:574] : INFO : Epoch 1860 | loss: 0.0311445 | val_loss: 0.0311871 | Time: 5454.02 ms [2021-09-28 00:16:33 main:574] : INFO : Epoch 1861 | loss: 0.0311405 | val_loss: 0.0311901 | Time: 5326.27 ms [2021-09-28 00:16:39 main:574] : INFO : Epoch 1862 | loss: 0.0311382 | val_loss: 0.0311901 | Time: 5347.91 ms [2021-09-28 00:16:44 main:574] : INFO : Epoch 1863 | loss: 0.0311387 | val_loss: 0.0311924 | Time: 5395.38 ms [2021-09-28 00:16:50 main:574] : INFO : Epoch 1864 | loss: 0.0311394 | val_loss: 0.0311866 | Time: 5712.21 ms [2021-09-28 00:16:55 main:574] : INFO : Epoch 1865 | loss: 0.0311383 | val_loss: 0.0311875 | Time: 5317.01 ms [2021-09-28 00:17:01 main:574] : INFO : Epoch 1866 | loss: 0.0311357 | val_loss: 0.0311844 | Time: 5376.64 ms [2021-09-28 00:17:06 main:574] : INFO : Epoch 1867 | loss: 0.0311335 | val_loss: 0.0311852 | Time: 5293.54 ms [2021-09-28 00:17:11 main:574] : INFO : Epoch 1868 | loss: 0.0311368 | val_loss: 0.0311904 | Time: 5447.11 ms [2021-09-28 00:17:17 main:574] : INFO : Epoch 1869 | loss: 0.0311354 | val_loss: 0.031201 | Time: 5570.72 ms [2021-09-28 00:17:22 main:574] : INFO : Epoch 1870 | loss: 0.0311375 | val_loss: 0.0311843 | Time: 5337.81 ms [2021-09-28 00:17:28 main:574] : INFO : Epoch 1871 | loss: 0.0311358 | val_loss: 0.0311868 | Time: 5461.52 ms [2021-09-28 00:17:33 main:574] : INFO : Epoch 1872 | loss: 0.0311318 | val_loss: 0.0312017 | Time: 5245.34 ms [2021-09-28 00:17:38 main:574] : INFO : Epoch 1873 | loss: 0.0311338 | val_loss: 0.0311876 | Time: 5388.98 ms [2021-09-28 00:17:44 main:574] : INFO : Epoch 1874 | loss: 0.0311389 | val_loss: 0.0311989 | Time: 5531.95 ms [2021-09-28 00:17:49 main:574] : INFO : Epoch 1875 | loss: 0.0311365 | val_loss: 0.0311862 | Time: 5378.38 ms [2021-09-28 00:17:54 main:574] : INFO : Epoch 1876 | loss: 0.0311411 | val_loss: 0.0311882 | Time: 5219.09 ms [2021-09-28 00:18:00 main:574] : INFO : Epoch 1877 | loss: 0.0311375 | val_loss: 0.0311876 | Time: 5543.45 ms [2021-09-28 00:18:05 main:574] : INFO : Epoch 1878 | loss: 0.0311311 | val_loss: 0.0311908 | Time: 5219.37 ms [2021-09-28 00:18:11 main:574] : INFO : Epoch 1879 | loss: 0.0311327 | val_loss: 0.0311926 | Time: 5638.76 ms [2021-09-28 00:18:16 main:574] : INFO : Epoch 1880 | loss: 0.0311313 | val_loss: 0.0311898 | Time: 5348.73 ms [2021-09-28 00:18:21 main:574] : INFO : Epoch 1881 | loss: 0.0311302 | val_loss: 0.0311913 | Time: 5183.31 ms [2021-09-28 00:18:27 main:574] : INFO : Epoch 1882 | loss: 0.0311359 | val_loss: 0.0311883 | Time: 5319.68 ms [2021-09-28 00:18:32 main:574] : INFO : Epoch 1883 | loss: 0.0311352 | val_loss: 0.0311943 | Time: 5291.73 ms [2021-09-28 00:18:38 main:574] : INFO : Epoch 1884 | loss: 0.0311352 | val_loss: 0.0311903 | Time: 5707.65 ms [2021-09-28 00:18:43 main:574] : INFO : Epoch 1885 | loss: 0.0311319 | val_loss: 0.031191 | Time: 5364.36 ms [2021-09-28 00:18:48 main:574] : INFO : Epoch 1886 | loss: 0.0311319 | val_loss: 0.0312002 | Time: 5256.66 ms [2021-09-28 00:18:53 main:574] : INFO : Epoch 1887 | loss: 0.0311292 | val_loss: 0.0311993 | Time: 5147.06 ms [2021-09-28 00:18:59 main:574] : INFO : Epoch 1888 | loss: 0.0311287 | val_loss: 0.0311931 | Time: 5602.93 ms [2021-09-28 00:19:04 main:574] : INFO : Epoch 1889 | loss: 0.0311291 | val_loss: 0.0311902 | Time: 5303.83 ms [2021-09-28 00:19:10 main:574] : INFO : Epoch 1890 | loss: 0.0311272 | val_loss: 0.0312168 | Time: 5257.42 ms [2021-09-28 00:19:15 main:574] : INFO : Epoch 1891 | loss: 0.0311389 | val_loss: 0.0312078 | Time: 5083.19 ms [2021-09-28 00:19:20 main:574] : INFO : Epoch 1892 | loss: 0.0311343 | val_loss: 0.031201 | Time: 5471.79 ms [2021-09-28 00:19:26 main:574] : INFO : Epoch 1893 | loss: 0.0311287 | val_loss: 0.0311964 | Time: 5308.88 ms [2021-09-28 00:19:31 main:574] : INFO : Epoch 1894 | loss: 0.0311292 | val_loss: 0.0311954 | Time: 5307.87 ms [2021-09-28 00:19:36 main:574] : INFO : Epoch 1895 | loss: 0.0311318 | val_loss: 0.031203 | Time: 5461.12 ms [2021-09-28 00:19:42 main:574] : INFO : Epoch 1896 | loss: 0.031126 | val_loss: 0.0311906 | Time: 5310.3 ms [2021-09-28 00:19:47 main:574] : INFO : Epoch 1897 | loss: 0.0311307 | val_loss: 0.0311939 | Time: 5511.67 ms [2021-09-28 00:19:53 main:574] : INFO : Epoch 1898 | loss: 0.0311299 | val_loss: 0.0312069 | Time: 5463.8 ms [2021-09-28 00:19:58 main:574] : INFO : Epoch 1899 | loss: 0.0311293 | val_loss: 0.0311933 | Time: 5606.25 ms [2021-09-28 00:20:04 main:574] : INFO : Epoch 1900 | loss: 0.0311289 | val_loss: 0.0312061 | Time: 5561.87 ms [2021-09-28 00:20:09 main:574] : INFO : Epoch 1901 | loss: 0.0311263 | val_loss: 0.0311896 | Time: 5339.06 ms [2021-09-28 00:20:15 main:574] : INFO : Epoch 1902 | loss: 0.0311255 | val_loss: 0.031201 | Time: 5379.32 ms [2021-09-28 00:20:20 main:574] : INFO : Epoch 1903 | loss: 0.0311234 | val_loss: 0.0311905 | Time: 5478.08 ms [2021-09-28 00:20:26 main:574] : INFO : Epoch 1904 | loss: 0.0311249 | val_loss: 0.0312126 | Time: 5528.26 ms [2021-09-28 00:20:31 main:574] : INFO : Epoch 1905 | loss: 0.031127 | val_loss: 0.0311961 | Time: 5262.2 ms [2021-09-28 00:20:36 main:574] : INFO : Epoch 1906 | loss: 0.0311275 | val_loss: 0.0311969 | Time: 5301.88 ms [2021-09-28 00:20:42 main:574] : INFO : Epoch 1907 | loss: 0.0311232 | val_loss: 0.0311984 | Time: 5620.17 ms [2021-09-28 00:20:47 main:574] : INFO : Epoch 1908 | loss: 0.0311237 | val_loss: 0.0311971 | Time: 5291.83 ms [2021-09-28 00:20:52 main:574] : INFO : Epoch 1909 | loss: 0.031125 | val_loss: 0.0312071 | Time: 5325.97 ms [2021-09-28 00:20:58 main:574] : INFO : Epoch 1910 | loss: 0.0311222 | val_loss: 0.031188 | Time: 5326.99 ms [2021-09-28 00:21:03 main:574] : INFO : Epoch 1911 | loss: 0.0311251 | val_loss: 0.0312014 | Time: 5500.73 ms [2021-09-28 00:21:08 main:574] : INFO : Epoch 1912 | loss: 0.031124 | val_loss: 0.0311955 | Time: 5305.26 ms [2021-09-28 00:21:14 main:574] : INFO : Epoch 1913 | loss: 0.0311234 | val_loss: 0.031197 | Time: 5462.11 ms [2021-09-28 00:21:19 main:574] : INFO : Epoch 1914 | loss: 0.0311283 | val_loss: 0.0312133 | Time: 5309.87 ms [2021-09-28 00:21:25 main:574] : INFO : Epoch 1915 | loss: 0.0311263 | val_loss: 0.031196 | Time: 5243.54 ms [2021-09-28 00:21:30 main:574] : INFO : Epoch 1916 | loss: 0.0311231 | val_loss: 0.031202 | Time: 5159.59 ms [2021-09-28 00:21:35 main:574] : INFO : Epoch 1917 | loss: 0.0311211 | val_loss: 0.0312154 | Time: 5352.58 ms [2021-09-28 00:21:41 main:574] : INFO : Epoch 1918 | loss: 0.0311252 | val_loss: 0.0311958 | Time: 5488.95 ms [2021-09-28 00:21:46 main:574] : INFO : Epoch 1919 | loss: 0.0311268 | val_loss: 0.0312165 | Time: 5544.01 ms [2021-09-28 00:21:51 main:574] : INFO : Epoch 1920 | loss: 0.031127 | val_loss: 0.0311966 | Time: 5352.35 ms [2021-09-28 00:21:57 main:574] : INFO : Epoch 1921 | loss: 0.0311255 | val_loss: 0.0312055 | Time: 5322.43 ms [2021-09-28 00:22:03 main:574] : INFO : Epoch 1922 | loss: 0.0311294 | val_loss: 0.0311959 | Time: 5768.07 ms [2021-09-28 00:22:08 main:574] : INFO : Epoch 1923 | loss: 0.0311668 | val_loss: 0.0311846 | Time: 5758.73 ms [2021-09-28 00:22:13 main:574] : INFO : Epoch 1924 | loss: 0.0311667 | val_loss: 0.0311813 | Time: 5164.47 ms [2021-09-28 00:22:19 main:574] : INFO : Epoch 1925 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 5201.21 ms [2021-09-28 00:22:24 main:574] : INFO : Epoch 1926 | loss: 0.0311556 | val_loss: 0.0311806 | Time: 5302.01 ms [2021-09-28 00:22:29 main:574] : INFO : Epoch 1927 | loss: 0.0311511 | val_loss: 0.0311857 | Time: 5233.87 ms [2021-09-28 00:22:34 main:574] : INFO : Epoch 1928 | loss: 0.0311481 | val_loss: 0.0311902 | Time: 5180.68 ms [2021-09-28 00:22:40 main:574] : INFO : Epoch 1929 | loss: 0.031145 | val_loss: 0.0311883 | Time: 5376.55 ms [2021-09-28 00:22:45 main:574] : INFO : Epoch 1930 | loss: 0.0311414 | val_loss: 0.0311829 | Time: 5471.33 ms [2021-09-28 00:22:51 main:574] : INFO : Epoch 1931 | loss: 0.0311382 | val_loss: 0.0311931 | Time: 5440.63 ms [2021-09-28 00:22:56 main:574] : INFO : Epoch 1932 | loss: 0.0311374 | val_loss: 0.0311852 | Time: 5552.96 ms [2021-09-28 00:23:02 main:574] : INFO : Epoch 1933 | loss: 0.0311368 | val_loss: 0.0311886 | Time: 5530.03 ms [2021-09-28 00:23:07 main:574] : INFO : Epoch 1934 | loss: 0.0311377 | val_loss: 0.0311878 | Time: 5443.54 ms [2021-09-28 00:23:13 main:574] : INFO : Epoch 1935 | loss: 0.0311394 | val_loss: 0.0311936 | Time: 5398.65 ms [2021-09-28 00:23:18 main:574] : INFO : Epoch 1936 | loss: 0.0311407 | val_loss: 0.0311908 | Time: 5499.98 ms [2021-09-28 00:23:24 main:574] : INFO : Epoch 1937 | loss: 0.0311348 | val_loss: 0.0311886 | Time: 5483.22 ms [2021-09-28 00:23:29 main:574] : INFO : Epoch 1938 | loss: 0.0311325 | val_loss: 0.0311957 | Time: 5280 ms [2021-09-28 00:23:34 main:574] : INFO : Epoch 1939 | loss: 0.0311346 | val_loss: 0.0311939 | Time: 5277.83 ms [2021-09-28 00:23:40 main:574] : INFO : Epoch 1940 | loss: 0.0311339 | val_loss: 0.031195 | Time: 5462.86 ms [2021-09-28 00:23:45 main:574] : INFO : Epoch 1941 | loss: 0.0311321 | val_loss: 0.0311928 | Time: 5386.13 ms [2021-09-28 00:23:50 main:574] : INFO : Epoch 1942 | loss: 0.0311299 | val_loss: 0.031191 | Time: 5223.17 ms [2021-09-28 00:23:56 main:574] : INFO : Epoch 1943 | loss: 0.0311284 | val_loss: 0.0311985 | Time: 5375.8 ms [2021-09-28 00:24:01 main:574] : INFO : Epoch 1944 | loss: 0.0311269 | val_loss: 0.0311927 | Time: 5325.52 ms [2021-09-28 00:24:06 main:574] : INFO : Epoch 1945 | loss: 0.0311263 | val_loss: 0.0312015 | Time: 5418.92 ms [2021-09-28 00:24:12 main:574] : INFO : Epoch 1946 | loss: 0.031132 | val_loss: 0.0312025 | Time: 5344.46 ms [2021-09-28 00:24:17 main:574] : INFO : Epoch 1947 | loss: 0.0311279 | val_loss: 0.0312058 | Time: 5517.32 ms [2021-09-28 00:24:23 main:574] : INFO : Epoch 1948 | loss: 0.0311324 | val_loss: 0.031205 | Time: 5342.32 ms [2021-09-28 00:24:28 main:574] : INFO : Epoch 1949 | loss: 0.0311288 | val_loss: 0.0311906 | Time: 5400.76 ms [2021-09-28 00:24:34 main:574] : INFO : Epoch 1950 | loss: 0.0311279 | val_loss: 0.0312011 | Time: 5527.46 ms [2021-09-28 00:24:39 main:574] : INFO : Epoch 1951 | loss: 0.0311324 | val_loss: 0.0311921 | Time: 5441.95 ms [2021-09-28 00:24:45 main:574] : INFO : Epoch 1952 | loss: 0.0311324 | val_loss: 0.0312097 | Time: 5722.38 ms [2021-09-28 00:24:50 main:574] : INFO : Epoch 1953 | loss: 0.0311353 | val_loss: 0.0311988 | Time: 5562.16 ms [2021-09-28 00:24:56 main:574] : INFO : Epoch 1954 | loss: 0.0311361 | val_loss: 0.0312015 | Time: 5210.24 ms [2021-09-28 00:25:01 main:574] : INFO : Epoch 1955 | loss: 0.0311332 | val_loss: 0.0311958 | Time: 5418.38 ms [2021-09-28 00:25:06 main:574] : INFO : Epoch 1956 | loss: 0.031134 | val_loss: 0.0311909 | Time: 5428.26 ms [2021-09-28 00:25:12 main:574] : INFO : Epoch 1957 | loss: 0.0311314 | val_loss: 0.0312058 | Time: 5256.69 ms [2021-09-28 00:25:17 main:574] : INFO : Epoch 1958 | loss: 0.0311263 | val_loss: 0.031196 | Time: 5825.54 ms [2021-09-28 00:25:23 main:574] : INFO : Epoch 1959 | loss: 0.0311302 | val_loss: 0.0311997 | Time: 5339.77 ms [2021-09-28 00:25:28 main:574] : INFO : Epoch 1960 | loss: 0.0311272 | val_loss: 0.0311997 | Time: 5525.72 ms [2021-09-28 00:25:34 main:574] : INFO : Epoch 1961 | loss: 0.0311262 | val_loss: 0.0311993 | Time: 5488.63 ms [2021-09-28 00:25:39 main:574] : INFO : Epoch 1962 | loss: 0.0311249 | val_loss: 0.0311941 | Time: 5610.06 ms [2021-09-28 00:25:45 main:574] : INFO : Epoch 1963 | loss: 0.0311252 | val_loss: 0.0312028 | Time: 5423.67 ms [2021-09-28 00:25:50 main:574] : INFO : Epoch 1964 | loss: 0.0311252 | val_loss: 0.0311911 | Time: 5245.32 ms [2021-09-28 00:25:55 main:574] : INFO : Epoch 1965 | loss: 0.0311288 | val_loss: 0.0312013 | Time: 5344.61 ms [2021-09-28 00:26:01 main:574] : INFO : Epoch 1966 | loss: 0.0311238 | val_loss: 0.0311967 | Time: 5536.95 ms [2021-09-28 00:26:07 main:574] : INFO : Epoch 1967 | loss: 0.0311247 | val_loss: 0.0311959 | Time: 5612.15 ms [2021-09-28 00:26:12 main:574] : INFO : Epoch 1968 | loss: 0.0311228 | val_loss: 0.0311946 | Time: 5265.71 ms [2021-09-28 00:26:17 main:574] : INFO : Epoch 1969 | loss: 0.0311207 | val_loss: 0.0311922 | Time: 5401.29 ms [2021-09-28 00:26:23 main:574] : INFO : Epoch 1970 | loss: 0.0311225 | val_loss: 0.0312131 | Time: 5376.76 ms [2021-09-28 00:26:28 main:574] : INFO : Epoch 1971 | loss: 0.0311192 | val_loss: 0.0311967 | Time: 5361.49 ms [2021-09-28 00:26:33 main:574] : INFO : Epoch 1972 | loss: 0.0311185 | val_loss: 0.0311951 | Time: 5425.46 ms [2021-09-28 00:26:39 main:574] : INFO : Epoch 1973 | loss: 0.0311283 | val_loss: 0.0311979 | Time: 5260.14 ms [2021-09-28 00:26:44 main:574] : INFO : Epoch 1974 | loss: 0.0311284 | val_loss: 0.031192 | Time: 5466.23 ms [2021-09-28 00:26:49 main:574] : INFO : Epoch 1975 | loss: 0.0311229 | val_loss: 0.0312072 | Time: 5193.35 ms [2021-09-28 00:26:55 main:574] : INFO : Epoch 1976 | loss: 0.0311209 | val_loss: 0.0311959 | Time: 5407.93 ms [2021-09-28 00:27:00 main:574] : INFO : Epoch 1977 | loss: 0.0311272 | val_loss: 0.0311956 | Time: 5252.16 ms [2021-09-28 00:27:06 main:574] : INFO : Epoch 1978 | loss: 0.0311262 | val_loss: 0.0311931 | Time: 5574.52 ms [2021-09-28 00:27:11 main:574] : INFO : Epoch 1979 | loss: 0.0311284 | val_loss: 0.0311977 | Time: 5338.08 ms [2021-09-28 00:27:16 main:574] : INFO : Epoch 1980 | loss: 0.0311221 | val_loss: 0.0311985 | Time: 5493.16 ms [2021-09-28 00:27:22 main:574] : INFO : Epoch 1981 | loss: 0.031124 | val_loss: 0.0311989 | Time: 5294.39 ms [2021-09-28 00:27:27 main:574] : INFO : Epoch 1982 | loss: 0.0311208 | val_loss: 0.0311954 | Time: 5343.78 ms [2021-09-28 00:27:33 main:574] : INFO : Epoch 1983 | loss: 0.0311214 | val_loss: 0.0312017 | Time: 5523.33 ms [2021-09-28 00:27:38 main:574] : INFO : Epoch 1984 | loss: 0.0311227 | val_loss: 0.0312143 | Time: 5378.88 ms [2021-09-28 00:27:44 main:574] : INFO : Epoch 1985 | loss: 0.0311189 | val_loss: 0.0312081 | Time: 5491.23 ms [2021-09-28 00:27:49 main:574] : INFO : Epoch 1986 | loss: 0.0311184 | val_loss: 0.0312026 | Time: 5288.74 ms [2021-09-28 00:27:54 main:574] : INFO : Epoch 1987 | loss: 0.0311191 | val_loss: 0.0312093 | Time: 5295.73 ms [2021-09-28 00:27:59 main:574] : INFO : Epoch 1988 | loss: 0.03112 | val_loss: 0.0311987 | Time: 5282.65 ms [2021-09-28 00:28:05 main:574] : INFO : Epoch 1989 | loss: 0.0311208 | val_loss: 0.0312004 | Time: 5621.61 ms [2021-09-28 00:28:11 main:574] : INFO : Epoch 1990 | loss: 0.0311242 | val_loss: 0.0312044 | Time: 5621.36 ms [2021-09-28 00:28:16 main:574] : INFO : Epoch 1991 | loss: 0.0311184 | val_loss: 0.0312094 | Time: 5299.24 ms [2021-09-28 00:28:21 main:574] : INFO : Epoch 1992 | loss: 0.0311159 | val_loss: 0.031203 | Time: 5296.11 ms [2021-09-28 00:28:27 main:574] : INFO : Epoch 1993 | loss: 0.0311279 | val_loss: 0.0311908 | Time: 5393.43 ms [2021-09-28 00:28:32 main:574] : INFO : Epoch 1994 | loss: 0.0311283 | val_loss: 0.0311958 | Time: 5388.22 ms [2021-09-28 00:28:37 main:574] : INFO : Epoch 1995 | loss: 0.0311264 | val_loss: 0.0311981 | Time: 5304.53 ms [2021-09-28 00:28:43 main:574] : INFO : Epoch 1996 | loss: 0.0311246 | val_loss: 0.0311987 | Time: 5299.07 ms [2021-09-28 00:28:48 main:574] : INFO : Epoch 1997 | loss: 0.031129 | val_loss: 0.0312006 | Time: 5274.14 ms [2021-09-28 00:28:54 main:574] : INFO : Epoch 1998 | loss: 0.0311252 | val_loss: 0.0312015 | Time: 5700.73 ms [2021-09-28 00:28:59 main:574] : INFO : Epoch 1999 | loss: 0.0311227 | val_loss: 0.0312131 | Time: 5340.42 ms [2021-09-28 00:29:04 main:574] : INFO : Epoch 2000 | loss: 0.0311205 | val_loss: 0.0312098 | Time: 5307.81 ms [2021-09-28 00:29:10 main:574] : INFO : Epoch 2001 | loss: 0.0311215 | val_loss: 0.031203 | Time: 5267.5 ms [2021-09-28 00:29:15 main:574] : INFO : Epoch 2002 | loss: 0.0311213 | val_loss: 0.0311957 | Time: 5395.95 ms [2021-09-28 00:29:20 main:574] : INFO : Epoch 2003 | loss: 0.0311273 | val_loss: 0.0312016 | Time: 5317.85 ms [2021-09-28 00:29:26 main:574] : INFO : Epoch 2004 | loss: 0.0311221 | val_loss: 0.0312029 | Time: 5279.52 ms [2021-09-28 00:29:31 main:574] : INFO : Epoch 2005 | loss: 0.0311206 | val_loss: 0.0312056 | Time: 5247.33 ms [2021-09-28 00:29:37 main:574] : INFO : Epoch 2006 | loss: 0.0311207 | val_loss: 0.0312149 | Time: 5792.06 ms [2021-09-28 00:29:42 main:574] : INFO : Epoch 2007 | loss: 0.0311199 | val_loss: 0.0311975 | Time: 5409.82 ms [2021-09-28 00:29:48 main:574] : INFO : Epoch 2008 | loss: 0.0311206 | val_loss: 0.0312141 | Time: 5715.62 ms [2021-09-28 00:29:53 main:574] : INFO : Epoch 2009 | loss: 0.0311264 | val_loss: 0.0312017 | Time: 5400.93 ms [2021-09-28 00:29:58 main:574] : INFO : Epoch 2010 | loss: 0.0311222 | val_loss: 0.0312171 | Time: 5168.48 ms [2021-09-28 00:30:04 main:574] : INFO : Epoch 2011 | loss: 0.0311222 | val_loss: 0.0312038 | Time: 5401.97 ms [2021-09-28 00:30:09 main:574] : INFO : Epoch 2012 | loss: 0.0311161 | val_loss: 0.0312194 | Time: 5459.69 ms [2021-09-28 00:30:15 main:574] : INFO : Epoch 2013 | loss: 0.0311174 | val_loss: 0.0312037 | Time: 5531.72 ms [2021-09-28 00:30:20 main:574] : INFO : Epoch 2014 | loss: 0.0311145 | val_loss: 0.0312095 | Time: 5260.51 ms [2021-09-28 00:30:25 main:574] : INFO : Epoch 2015 | loss: 0.0311132 | val_loss: 0.0312062 | Time: 5392.35 ms [2021-09-28 00:30:31 main:574] : INFO : Epoch 2016 | loss: 0.0311157 | val_loss: 0.0312079 | Time: 5300.85 ms [2021-09-28 00:30:36 main:574] : INFO : Epoch 2017 | loss: 0.0311279 | val_loss: 0.0312083 | Time: 5560.04 ms [2021-09-28 00:30:42 main:574] : INFO : Epoch 2018 | loss: 0.0311301 | val_loss: 0.0311988 | Time: 5346.53 ms [2021-09-28 00:30:47 main:574] : INFO : Epoch 2019 | loss: 0.0311246 | val_loss: 0.0312118 | Time: 5307.91 ms [2021-09-28 00:30:52 main:574] : INFO : Epoch 2020 | loss: 0.0311247 | val_loss: 0.0312134 | Time: 5402.5 ms [2021-09-28 00:30:58 main:574] : INFO : Epoch 2021 | loss: 0.0311258 | val_loss: 0.0312007 | Time: 5598.25 ms [2021-09-28 00:31:03 main:574] : INFO : Epoch 2022 | loss: 0.0311205 | val_loss: 0.0312001 | Time: 5553.64 ms [2021-09-28 00:31:09 main:574] : INFO : Epoch 2023 | loss: 0.0311147 | val_loss: 0.0312026 | Time: 5346.74 ms [2021-09-28 00:31:14 main:574] : INFO : Epoch 2024 | loss: 0.0311162 | val_loss: 0.0311993 | Time: 5358.69 ms [2021-09-28 00:31:19 main:574] : INFO : Epoch 2025 | loss: 0.0311211 | val_loss: 0.031202 | Time: 5282.1 ms [2021-09-28 00:31:25 main:574] : INFO : Epoch 2026 | loss: 0.0311202 | val_loss: 0.0312039 | Time: 5143.96 ms [2021-09-28 00:31:30 main:574] : INFO : Epoch 2027 | loss: 0.0311204 | val_loss: 0.0312163 | Time: 5196.38 ms [2021-09-28 00:31:35 main:574] : INFO : Epoch 2028 | loss: 0.0311152 | val_loss: 0.0312206 | Time: 5611.35 ms [2021-09-28 00:31:41 main:574] : INFO : Epoch 2029 | loss: 0.0311134 | val_loss: 0.0312059 | Time: 5468.54 ms [2021-09-28 00:31:46 main:574] : INFO : Epoch 2030 | loss: 0.0311171 | val_loss: 0.0312075 | Time: 5143.23 ms [2021-09-28 00:31:51 main:574] : INFO : Epoch 2031 | loss: 0.0311142 | val_loss: 0.0312023 | Time: 5305.78 ms [2021-09-28 00:31:57 main:574] : INFO : Epoch 2032 | loss: 0.0311121 | val_loss: 0.0312091 | Time: 5583.01 ms [2021-09-28 00:32:02 main:574] : INFO : Epoch 2033 | loss: 0.0311184 | val_loss: 0.0312275 | Time: 5397.18 ms [2021-09-28 00:32:08 main:574] : INFO : Epoch 2034 | loss: 0.0311179 | val_loss: 0.0311957 | Time: 5339.62 ms [2021-09-28 00:32:13 main:574] : INFO : Epoch 2035 | loss: 0.0311156 | val_loss: 0.0312105 | Time: 5430.68 ms [2021-09-28 00:32:19 main:574] : INFO : Epoch 2036 | loss: 0.0311141 | val_loss: 0.0312048 | Time: 5570.18 ms [2021-09-28 00:32:24 main:574] : INFO : Epoch 2037 | loss: 0.0311189 | val_loss: 0.0312035 | Time: 5600.06 ms [2021-09-28 00:32:30 main:574] : INFO : Epoch 2038 | loss: 0.0311125 | val_loss: 0.0312178 | Time: 5446.24 ms [2021-09-28 00:32:35 main:574] : INFO : Epoch 2039 | loss: 0.0311137 | val_loss: 0.0312083 | Time: 5500.69 ms [2021-09-28 00:32:41 main:574] : INFO : Epoch 2040 | loss: 0.0311165 | val_loss: 0.0312107 | Time: 5293.39 ms [2021-09-28 00:32:46 main:574] : INFO : Epoch 2041 | loss: 0.0311161 | val_loss: 0.03121 | Time: 5218.03 ms [2021-09-28 00:32:51 main:574] : INFO : Epoch 2042 | loss: 0.031121 | val_loss: 0.0312031 | Time: 5323.2 ms [2021-09-28 00:32:57 main:574] : INFO : Epoch 2043 | loss: 0.0311211 | val_loss: 0.0312174 | Time: 5421.39 ms [2021-09-28 00:33:02 main:574] : INFO : Epoch 2044 | loss: 0.0311176 | val_loss: 0.0312117 | Time: 5229.42 ms [2021-09-28 00:33:07 main:574] : INFO : Epoch 2045 | loss: 0.031114 | val_loss: 0.0312091 | Time: 5249.13 ms [2021-09-28 00:33:12 main:574] : INFO : Epoch 2046 | loss: 0.0311128 | val_loss: 0.0312052 | Time: 5285.14 ms [2021-09-28 00:33:18 main:574] : INFO : Epoch 2047 | loss: 0.0311145 | val_loss: 0.0312101 | Time: 5487.05 ms [2021-09-28 00:33:23 main:574] : INFO : Epoch 2048 | loss: 0.0311121 | val_loss: 0.0312018 | Time: 5585.83 ms [2021-09-28 00:33:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312018 [2021-09-28 00:33:23 main:603] : INFO : Saving end state to config to file [2021-09-28 00:33:23 main:608] : INFO : Success, exiting.. 00:33:23 (6388): 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)