Task 5231358
| Name | ParityModified-1619582150-13470-3_0 |
| Workunit | 3148946 |
| Created | 25 May 2021, 12:38:12 UTC |
| Sent | 29 May 2021, 6:57:16 UTC |
| Report deadline | 5 Jun 2021, 6:57:16 UTC |
| Received | 29 May 2021, 14:04:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 5 min 18 sec |
| CPU time | 5 hours 38 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : 11242.9 ms [2021-05-29 13:33:08 main:574] : INFO : Epoch 1542 | loss: 0.0311716 | val_loss: 0.0311812 | Time: 11492.6 ms [2021-05-29 13:33:18 main:574] : INFO : Epoch 1543 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 10608.3 ms [2021-05-29 13:33:29 main:574] : INFO : Epoch 1544 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 10789.8 ms [2021-05-29 13:33:40 main:574] : INFO : Epoch 1545 | loss: 0.0311713 | val_loss: 0.0311825 | Time: 11100 ms [2021-05-29 13:33:52 main:574] : INFO : Epoch 1546 | loss: 0.0311704 | val_loss: 0.031179 | Time: 11314.7 ms [2021-05-29 13:34:02 main:574] : INFO : Epoch 1547 | loss: 0.0311708 | val_loss: 0.0311791 | Time: 10580.2 ms [2021-05-29 13:34:13 main:574] : INFO : Epoch 1548 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 10503.6 ms [2021-05-29 13:34:24 main:574] : INFO : Epoch 1549 | loss: 0.0311692 | val_loss: 0.0311787 | Time: 10619.4 ms [2021-05-29 13:34:35 main:574] : INFO : Epoch 1550 | loss: 0.0311716 | val_loss: 0.031179 | Time: 11798.4 ms [2021-05-29 13:34:46 main:574] : INFO : Epoch 1551 | loss: 0.031169 | val_loss: 0.0311809 | Time: 10875 ms [2021-05-29 13:34:57 main:574] : INFO : Epoch 1552 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 11022.1 ms [2021-05-29 13:35:09 main:574] : INFO : Epoch 1553 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 11205.2 ms [2021-05-29 13:35:20 main:574] : INFO : Epoch 1554 | loss: 0.031175 | val_loss: 0.0311798 | Time: 11119.2 ms [2021-05-29 13:35:30 main:574] : INFO : Epoch 1555 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 10382.8 ms [2021-05-29 13:35:41 main:574] : INFO : Epoch 1556 | loss: 0.031172 | val_loss: 0.0311801 | Time: 10385.2 ms [2021-05-29 13:35:52 main:574] : INFO : Epoch 1557 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 11079.7 ms [2021-05-29 13:36:03 main:574] : INFO : Epoch 1558 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 10786.7 ms [2021-05-29 13:36:13 main:574] : INFO : Epoch 1559 | loss: 0.0311698 | val_loss: 0.0311824 | Time: 10422 ms [2021-05-29 13:36:25 main:574] : INFO : Epoch 1560 | loss: 0.0311716 | val_loss: 0.031182 | Time: 11467 ms [2021-05-29 13:36:35 main:574] : INFO : Epoch 1561 | loss: 0.0311692 | val_loss: 0.0311806 | Time: 10410.9 ms [2021-05-29 13:36:46 main:574] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311787 | Time: 11049 ms [2021-05-29 13:36:57 main:574] : INFO : Epoch 1563 | loss: 0.0311692 | val_loss: 0.0311867 | Time: 10635.9 ms [2021-05-29 13:37:08 main:574] : INFO : Epoch 1564 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 11442.3 ms [2021-05-29 13:37:19 main:574] : INFO : Epoch 1565 | loss: 0.0311722 | val_loss: 0.0311826 | Time: 11085.7 ms [2021-05-29 13:37:29 main:574] : INFO : Epoch 1566 | loss: 0.0311699 | val_loss: 0.03118 | Time: 9996.34 ms [2021-05-29 13:37:41 main:574] : INFO : Epoch 1567 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 10974.6 ms [2021-05-29 13:37:52 main:574] : INFO : Epoch 1568 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 11340.5 ms [2021-05-29 13:38:03 main:574] : INFO : Epoch 1569 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 11021.6 ms [2021-05-29 13:38:14 main:574] : INFO : Epoch 1570 | loss: 0.0311692 | val_loss: 0.0311806 | Time: 10665 ms [2021-05-29 13:38:25 main:574] : INFO : Epoch 1571 | loss: 0.0311682 | val_loss: 0.0311801 | Time: 11242.6 ms [2021-05-29 13:38:36 main:574] : INFO : Epoch 1572 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 10832.3 ms [2021-05-29 13:38:46 main:574] : INFO : Epoch 1573 | loss: 0.0311665 | val_loss: 0.03118 | Time: 10185.5 ms [2021-05-29 13:38:57 main:574] : INFO : Epoch 1574 | loss: 0.0311668 | val_loss: 0.0311794 | Time: 10579.6 ms [2021-05-29 13:39:07 main:574] : INFO : Epoch 1575 | loss: 0.0311691 | val_loss: 0.0311839 | Time: 10709.7 ms [2021-05-29 13:39:18 main:574] : INFO : Epoch 1576 | loss: 0.0311677 | val_loss: 0.0311805 | Time: 10467.5 ms [2021-05-29 13:39:29 main:574] : INFO : Epoch 1577 | loss: 0.0311671 | val_loss: 0.0311861 | Time: 10750.9 ms [2021-05-29 13:39:39 main:574] : INFO : Epoch 1578 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 10209.4 ms [2021-05-29 13:39:50 main:574] : INFO : Epoch 1579 | loss: 0.0311673 | val_loss: 0.03118 | Time: 11070.3 ms [2021-05-29 13:40:00 main:574] : INFO : Epoch 1580 | loss: 0.0311658 | val_loss: 0.0311822 | Time: 9990.19 ms [2021-05-29 13:40:11 main:574] : INFO : Epoch 1581 | loss: 0.0311668 | val_loss: 0.0311814 | Time: 10566.4 ms [2021-05-29 13:40:22 main:574] : INFO : Epoch 1582 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 11111.5 ms [2021-05-29 13:40:33 main:574] : INFO : Epoch 1583 | loss: 0.0311668 | val_loss: 0.0311798 | Time: 10675.5 ms [2021-05-29 13:40:44 main:574] : INFO : Epoch 1584 | loss: 0.0311647 | val_loss: 0.0311798 | Time: 11508 ms [2021-05-29 13:40:55 main:574] : INFO : Epoch 1585 | loss: 0.0311657 | val_loss: 0.0311793 | Time: 10680.4 ms [2021-05-29 13:41:06 main:574] : INFO : Epoch 1586 | loss: 0.0311675 | val_loss: 0.0311857 | Time: 10789.1 ms [2021-05-29 13:41:16 main:574] : INFO : Epoch 1587 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 9741.41 ms [2021-05-29 13:41:27 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 10976.9 ms [2021-05-29 13:41:37 main:574] : INFO : Epoch 1589 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 10505.3 ms [2021-05-29 13:41:48 main:574] : INFO : Epoch 1590 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 10556 ms [2021-05-29 13:41:58 main:574] : INFO : Epoch 1591 | loss: 0.0311661 | val_loss: 0.0311804 | Time: 10076.5 ms [2021-05-29 13:42:08 main:574] : INFO : Epoch 1592 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 10340.5 ms [2021-05-29 13:42:19 main:574] : INFO : Epoch 1593 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 10166.7 ms [2021-05-29 13:42:30 main:574] : INFO : Epoch 1594 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 10941.5 ms [2021-05-29 13:42:40 main:574] : INFO : Epoch 1595 | loss: 0.0311682 | val_loss: 0.0311834 | Time: 10874.3 ms [2021-05-29 13:42:51 main:574] : INFO : Epoch 1596 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 10945.1 ms [2021-05-29 13:43:02 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 10707 ms [2021-05-29 13:43:13 main:574] : INFO : Epoch 1598 | loss: 0.0311666 | val_loss: 0.0311829 | Time: 10949.2 ms [2021-05-29 13:43:24 main:574] : INFO : Epoch 1599 | loss: 0.0311656 | val_loss: 0.0311813 | Time: 10996.2 ms [2021-05-29 13:43:35 main:574] : INFO : Epoch 1600 | loss: 0.0311645 | val_loss: 0.0311802 | Time: 11045.9 ms [2021-05-29 13:43:46 main:574] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.0311822 | Time: 10466.5 ms [2021-05-29 13:43:56 main:574] : INFO : Epoch 1602 | loss: 0.0311663 | val_loss: 0.0311856 | Time: 10100.7 ms [2021-05-29 13:44:06 main:574] : INFO : Epoch 1603 | loss: 0.0311668 | val_loss: 0.0311785 | Time: 9658.19 ms [2021-05-29 13:44:17 main:574] : INFO : Epoch 1604 | loss: 0.0311634 | val_loss: 0.0311821 | Time: 11447.8 ms [2021-05-29 13:44:28 main:574] : INFO : Epoch 1605 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 10981.3 ms [2021-05-29 13:44:38 main:574] : INFO : Epoch 1606 | loss: 0.0311633 | val_loss: 0.0311788 | Time: 10222.3 ms [2021-05-29 13:44:50 main:574] : INFO : Epoch 1607 | loss: 0.0311647 | val_loss: 0.0311802 | Time: 11080.2 ms [2021-05-29 13:45:01 main:574] : INFO : Epoch 1608 | loss: 0.0311636 | val_loss: 0.031181 | Time: 10973.9 ms [2021-05-29 13:45:11 main:574] : INFO : Epoch 1609 | loss: 0.0311653 | val_loss: 0.0311813 | Time: 10569.4 ms [2021-05-29 13:45:22 main:574] : INFO : Epoch 1610 | loss: 0.0311654 | val_loss: 0.0311812 | Time: 10194.9 ms [2021-05-29 13:45:32 main:574] : INFO : Epoch 1611 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 10840.7 ms [2021-05-29 13:45:43 main:574] : INFO : Epoch 1612 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 10921.5 ms [2021-05-29 13:45:54 main:574] : INFO : Epoch 1613 | loss: 0.0311788 | val_loss: 0.031178 | Time: 10534.6 ms [2021-05-29 13:46:05 main:574] : INFO : Epoch 1614 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 11411.7 ms [2021-05-29 13:46:16 main:574] : INFO : Epoch 1615 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 10667.7 ms [2021-05-29 13:46:27 main:574] : INFO : Epoch 1616 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 10739 ms [2021-05-29 13:46:37 main:574] : INFO : Epoch 1617 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 10325 ms [2021-05-29 13:46:48 main:574] : INFO : Epoch 1618 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 10937.7 ms [2021-05-29 13:46:58 main:574] : INFO : Epoch 1619 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 10071.2 ms [2021-05-29 13:47:09 main:574] : INFO : Epoch 1620 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 10749.1 ms [2021-05-29 13:47:20 main:574] : INFO : Epoch 1621 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 10300.8 ms [2021-05-29 13:47:31 main:574] : INFO : Epoch 1622 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 11171.9 ms [2021-05-29 13:47:42 main:574] : INFO : Epoch 1623 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 11251.8 ms [2021-05-29 13:47:54 main:574] : INFO : Epoch 1624 | loss: 0.0311684 | val_loss: 0.0311786 | Time: 11295.5 ms [2021-05-29 13:48:04 main:574] : INFO : Epoch 1625 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 10558.5 ms [2021-05-29 13:48:16 main:574] : INFO : Epoch 1626 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 11699.5 ms [2021-05-29 13:48:27 main:574] : INFO : Epoch 1627 | loss: 0.0311692 | val_loss: 0.0311799 | Time: 10877 ms [2021-05-29 13:48:39 main:574] : INFO : Epoch 1628 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 11870.6 ms [2021-05-29 13:48:49 main:574] : INFO : Epoch 1629 | loss: 0.0311709 | val_loss: 0.0311822 | Time: 10537.3 ms [2021-05-29 13:48:59 main:574] : INFO : Epoch 1630 | loss: 0.031167 | val_loss: 0.0311789 | Time: 9816.65 ms [2021-05-29 13:49:10 main:574] : INFO : Epoch 1631 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 10867 ms [2021-05-29 13:49:21 main:574] : INFO : Epoch 1632 | loss: 0.0311676 | val_loss: 0.031176 | Time: 10405.6 ms [2021-05-29 13:49:31 main:574] : INFO : Epoch 1633 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 10788.3 ms [2021-05-29 13:49:43 main:574] : INFO : Epoch 1634 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 11514.7 ms [2021-05-29 13:49:55 main:574] : INFO : Epoch 1635 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 11505 ms [2021-05-29 13:50:05 main:574] : INFO : Epoch 1636 | loss: 0.031167 | val_loss: 0.0311773 | Time: 10837.5 ms [2021-05-29 13:50:16 main:574] : INFO : Epoch 1637 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 10602.9 ms [2021-05-29 13:50:27 main:574] : INFO : Epoch 1638 | loss: 0.0311663 | val_loss: 0.0311757 | Time: 11231.8 ms [2021-05-29 13:50:39 main:574] : INFO : Epoch 1639 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 11576.1 ms [2021-05-29 13:50:50 main:574] : INFO : Epoch 1640 | loss: 0.0311698 | val_loss: 0.0311851 | Time: 11230.5 ms [2021-05-29 13:51:01 main:574] : INFO : Epoch 1641 | loss: 0.0312033 | val_loss: 0.0315497 | Time: 10340.7 ms [2021-05-29 13:51:12 main:574] : INFO : Epoch 1642 | loss: 0.0398263 | val_loss: 0.0449779 | Time: 11167.7 ms [2021-05-29 13:51:23 main:574] : INFO : Epoch 1643 | loss: 0.039294 | val_loss: 0.0314824 | Time: 11197.8 ms [2021-05-29 13:51:33 main:574] : INFO : Epoch 1644 | loss: 0.0322748 | val_loss: 0.0321463 | Time: 10348.9 ms [2021-05-29 13:51:45 main:574] : INFO : Epoch 1645 | loss: 0.0314644 | val_loss: 0.0312931 | Time: 11008.7 ms [2021-05-29 13:51:56 main:574] : INFO : Epoch 1646 | loss: 0.0312564 | val_loss: 0.0312329 | Time: 10974.6 ms [2021-05-29 13:52:06 main:574] : INFO : Epoch 1647 | loss: 0.0312241 | val_loss: 0.031215 | Time: 10841.6 ms [2021-05-29 13:52:17 main:574] : INFO : Epoch 1648 | loss: 0.0312129 | val_loss: 0.0312099 | Time: 10359.9 ms [2021-05-29 13:52:28 main:574] : INFO : Epoch 1649 | loss: 0.0312073 | val_loss: 0.0312042 | Time: 11293.4 ms [2021-05-29 13:52:39 main:574] : INFO : Epoch 1650 | loss: 0.0312028 | val_loss: 0.0312 | Time: 11153.4 ms [2021-05-29 13:52:50 main:574] : INFO : Epoch 1651 | loss: 0.0311989 | val_loss: 0.0311967 | Time: 10785.7 ms [2021-05-29 13:53:01 main:574] : INFO : Epoch 1652 | loss: 0.0311951 | val_loss: 0.0311936 | Time: 10703 ms [2021-05-29 13:53:13 main:574] : INFO : Epoch 1653 | loss: 0.0311928 | val_loss: 0.031193 | Time: 11409.3 ms [2021-05-29 13:53:23 main:574] : INFO : Epoch 1654 | loss: 0.0311915 | val_loss: 0.031192 | Time: 10918.6 ms [2021-05-29 13:53:35 main:574] : INFO : Epoch 1655 | loss: 0.03119 | val_loss: 0.0311898 | Time: 11795.9 ms [2021-05-29 13:53:46 main:574] : INFO : Epoch 1656 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 10736.4 ms [2021-05-29 13:53:56 main:574] : INFO : Epoch 1657 | loss: 0.0311853 | val_loss: 0.0311842 | Time: 10303.4 ms [2021-05-29 13:54:08 main:574] : INFO : Epoch 1658 | loss: 0.0311846 | val_loss: 0.0311832 | Time: 11626.6 ms [2021-05-29 13:54:19 main:574] : INFO : Epoch 1659 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 10259.4 ms [2021-05-29 13:54:30 main:574] : INFO : Epoch 1660 | loss: 0.0311846 | val_loss: 0.0311791 | Time: 11186.3 ms [2021-05-29 13:54:41 main:574] : INFO : Epoch 1661 | loss: 0.0311816 | val_loss: 0.0311791 | Time: 10892 ms [2021-05-29 13:54:52 main:574] : INFO : Epoch 1662 | loss: 0.0311806 | val_loss: 0.0311782 | Time: 11368.2 ms [2021-05-29 13:55:03 main:574] : INFO : Epoch 1663 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 10872 ms [2021-05-29 13:55:14 main:574] : INFO : Epoch 1664 | loss: 0.0311798 | val_loss: 0.031177 | Time: 11155.5 ms [2021-05-29 13:55:25 main:574] : INFO : Epoch 1665 | loss: 0.0311806 | val_loss: 0.0311776 | Time: 10755.5 ms [2021-05-29 13:55:37 main:574] : INFO : Epoch 1666 | loss: 0.0311803 | val_loss: 0.031178 | Time: 11703.5 ms [2021-05-29 13:55:46 main:574] : INFO : Epoch 1667 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 9576.51 ms [2021-05-29 13:55:58 main:574] : INFO : Epoch 1668 | loss: 0.031179 | val_loss: 0.0311782 | Time: 11161.2 ms [2021-05-29 13:56:08 main:574] : INFO : Epoch 1669 | loss: 0.0311795 | val_loss: 0.0311765 | Time: 10271.4 ms [2021-05-29 13:56:20 main:574] : INFO : Epoch 1670 | loss: 0.0311785 | val_loss: 0.0311768 | Time: 11582.8 ms [2021-05-29 13:56:31 main:574] : INFO : Epoch 1671 | loss: 0.0311778 | val_loss: 0.0311776 | Time: 11154.5 ms [2021-05-29 13:56:42 main:574] : INFO : Epoch 1672 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 11589.9 ms [2021-05-29 13:56:54 main:574] : INFO : Epoch 1673 | loss: 0.031178 | val_loss: 0.0311789 | Time: 11407 ms [2021-05-29 13:57:05 main:574] : INFO : Epoch 1674 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 11296.6 ms [2021-05-29 13:57:16 main:574] : INFO : Epoch 1675 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 10923.2 ms [2021-05-29 13:57:27 main:574] : INFO : Epoch 1676 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 11080.2 ms [2021-05-29 13:57:38 main:574] : INFO : Epoch 1677 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 10489.3 ms [2021-05-29 13:57:49 main:574] : INFO : Epoch 1678 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 11047.6 ms [2021-05-29 13:58:00 main:574] : INFO : Epoch 1679 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 10874.7 ms [2021-05-29 13:58:11 main:574] : INFO : Epoch 1680 | loss: 0.0311767 | val_loss: 0.0311825 | Time: 11502.7 ms [2021-05-29 13:58:22 main:574] : INFO : Epoch 1681 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 10470.6 ms [2021-05-29 13:58:33 main:574] : INFO : Epoch 1682 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 11318 ms [2021-05-29 13:58:44 main:574] : INFO : Epoch 1683 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 10626.3 ms [2021-05-29 13:58:55 main:574] : INFO : Epoch 1684 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 10513.2 ms [2021-05-29 13:59:05 main:574] : INFO : Epoch 1685 | loss: 0.0311755 | val_loss: 0.031179 | Time: 10472.3 ms [2021-05-29 13:59:16 main:574] : INFO : Epoch 1686 | loss: 0.031175 | val_loss: 0.0311777 | Time: 10840.3 ms [2021-05-29 13:59:26 main:574] : INFO : Epoch 1687 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 10137.9 ms [2021-05-29 13:59:36 main:574] : INFO : Epoch 1688 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 9804.13 ms [2021-05-29 13:59:46 main:574] : INFO : Epoch 1689 | loss: 0.0311733 | val_loss: 0.0311823 | Time: 10162.9 ms [2021-05-29 13:59:58 main:574] : INFO : Epoch 1690 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 11302.1 ms [2021-05-29 14:00:08 main:574] : INFO : Epoch 1691 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 9973.53 ms [2021-05-29 14:00:18 main:574] : INFO : Epoch 1692 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 10493.8 ms [2021-05-29 14:00:30 main:574] : INFO : Epoch 1693 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 11337.9 ms [2021-05-29 14:00:41 main:574] : INFO : Epoch 1694 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 11378.7 ms [2021-05-29 14:00:53 main:574] : INFO : Epoch 1695 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 11994.8 ms [2021-05-29 14:01:04 main:574] : INFO : Epoch 1696 | loss: 0.0311772 | val_loss: 0.0311763 | Time: 11352.2 ms [2021-05-29 14:01:15 main:574] : INFO : Epoch 1697 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 10948.1 ms [2021-05-29 14:01:27 main:574] : INFO : Epoch 1698 | loss: 0.0311825 | val_loss: 0.0311807 | Time: 11554.4 ms [2021-05-29 14:01:38 main:574] : INFO : Epoch 1699 | loss: 0.031182 | val_loss: 0.0311781 | Time: 10869 ms [2021-05-29 14:01:49 main:574] : INFO : Epoch 1700 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 11379.4 ms [2021-05-29 14:02:00 main:574] : INFO : Epoch 1701 | loss: 0.0311775 | val_loss: 0.0311777 | Time: 10192.3 ms [2021-05-29 14:02:11 main:574] : INFO : Epoch 1702 | loss: 0.031177 | val_loss: 0.0311772 | Time: 11299.5 ms [2021-05-29 14:02:23 main:574] : INFO : Epoch 1703 | loss: 0.0311795 | val_loss: 0.031181 | Time: 11595.2 ms [2021-05-29 14:02:33 main:574] : INFO : Epoch 1704 | loss: 0.031178 | val_loss: 0.0311805 | Time: 10880.3 ms [2021-05-29 14:02:44 main:574] : INFO : Epoch 1705 | loss: 0.0311787 | val_loss: 0.0311769 | Time: 10891.8 ms [2021-05-29 14:02:55 main:574] : INFO : Epoch 1706 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 10779.2 ms [2021-05-29 14:03:05 main:574] : INFO : Epoch 1707 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 10038 ms [2021-05-29 14:03:17 main:574] : INFO : Epoch 1708 | loss: 0.0311741 | val_loss: 0.031177 | Time: 11365.4 ms [2021-05-29 14:03:28 main:574] : INFO : Epoch 1709 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 10791 ms [2021-05-29 14:03:39 main:574] : INFO : Epoch 1710 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 11844.2 ms [2021-05-29 14:03:50 main:574] : INFO : Epoch 1711 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 10410.9 ms [2021-05-29 14:04:01 main:574] : INFO : Epoch 1712 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 11122.4 ms [2021-05-29 14:04:12 main:574] : INFO : Epoch 1713 | loss: 0.031176 | val_loss: 0.0311813 | Time: 10398.8 ms [2021-05-29 14:04:22 main:574] : INFO : Epoch 1714 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 10837.6 ms [2021-05-29 14:04:33 main:574] : INFO : Epoch 1715 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 10553.9 ms [2021-05-29 14:04:44 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 10727.4 ms [2021-05-29 14:04:55 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.0311763 | Time: 11411.7 ms [2021-05-29 14:05:06 main:574] : INFO : Epoch 1718 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 10590.9 ms [2021-05-29 14:05:17 main:574] : INFO : Epoch 1719 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 11113.1 ms [2021-05-29 14:05:28 main:574] : INFO : Epoch 1720 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 10581.3 ms [2021-05-29 14:05:38 main:574] : INFO : Epoch 1721 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 10550.1 ms [2021-05-29 14:05:49 main:574] : INFO : Epoch 1722 | loss: 0.031172 | val_loss: 0.0311781 | Time: 10763 ms [2021-05-29 14:06:00 main:574] : INFO : Epoch 1723 | loss: 0.0311763 | val_loss: 0.031182 | Time: 11255 ms [2021-05-29 14:06:11 main:574] : INFO : Epoch 1724 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 10545.8 ms [2021-05-29 14:06:22 main:574] : INFO : Epoch 1725 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 10634.1 ms [2021-05-29 14:06:32 main:574] : INFO : Epoch 1726 | loss: 0.031173 | val_loss: 0.0311802 | Time: 9965.03 ms [2021-05-29 14:06:42 main:574] : INFO : Epoch 1727 | loss: 0.031173 | val_loss: 0.0311779 | Time: 10295.6 ms [2021-05-29 14:06:53 main:574] : INFO : Epoch 1728 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 10865.7 ms [2021-05-29 14:07:04 main:574] : INFO : Epoch 1729 | loss: 0.0311753 | val_loss: 0.0311824 | Time: 11461 ms [2021-05-29 14:07:15 main:574] : INFO : Epoch 1730 | loss: 0.031176 | val_loss: 0.0311814 | Time: 10309.3 ms [2021-05-29 14:07:27 main:574] : INFO : Epoch 1731 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 11845.5 ms [2021-05-29 14:07:38 main:574] : INFO : Epoch 1732 | loss: 0.0311793 | val_loss: 0.0311944 | Time: 11020.6 ms [2021-05-29 14:07:49 main:574] : INFO : Epoch 1733 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 10942.7 ms [2021-05-29 14:08:00 main:574] : INFO : Epoch 1734 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 11227.1 ms [2021-05-29 14:08:11 main:574] : INFO : Epoch 1735 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 11106.4 ms [2021-05-29 14:08:21 main:574] : INFO : Epoch 1736 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 10184.5 ms [2021-05-29 14:08:32 main:574] : INFO : Epoch 1737 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 10424.8 ms [2021-05-29 14:08:43 main:574] : INFO : Epoch 1738 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 11343.3 ms [2021-05-29 14:08:54 main:574] : INFO : Epoch 1739 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 10889.1 ms [2021-05-29 14:09:05 main:574] : INFO : Epoch 1740 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 10902 ms [2021-05-29 14:09:16 main:574] : INFO : Epoch 1741 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 10635.9 ms [2021-05-29 14:09:26 main:574] : INFO : Epoch 1742 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 10141.7 ms [2021-05-29 14:09:36 main:574] : INFO : Epoch 1743 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 10181.9 ms [2021-05-29 14:09:48 main:574] : INFO : Epoch 1744 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 11204.9 ms [2021-05-29 14:09:59 main:574] : INFO : Epoch 1745 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 10923.8 ms [2021-05-29 14:10:10 main:574] : INFO : Epoch 1746 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 11817.6 ms [2021-05-29 14:10:21 main:574] : INFO : Epoch 1747 | loss: 0.0311731 | val_loss: 0.031179 | Time: 10795 ms [2021-05-29 14:10:32 main:574] : INFO : Epoch 1748 | loss: 0.0311732 | val_loss: 0.0311831 | Time: 10220.2 ms [2021-05-29 14:10:42 main:574] : INFO : Epoch 1749 | loss: 0.0311727 | val_loss: 0.0311802 | Time: 10099.8 ms [2021-05-29 14:10:53 main:574] : INFO : Epoch 1750 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 11316.6 ms [2021-05-29 14:11:03 main:574] : INFO : Epoch 1751 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 10126.1 ms [2021-05-29 14:11:14 main:574] : INFO : Epoch 1752 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 10417 ms [2021-05-29 14:11:26 main:574] : INFO : Epoch 1753 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 11955.5 ms [2021-05-29 14:11:36 main:574] : INFO : Epoch 1754 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 10264.5 ms [2021-05-29 14:11:47 main:574] : INFO : Epoch 1755 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 11188.6 ms [2021-05-29 14:11:57 main:574] : INFO : Epoch 1756 | loss: 0.031173 | val_loss: 0.0311792 | Time: 10180 ms [2021-05-29 14:12:08 main:574] : INFO : Epoch 1757 | loss: 0.031172 | val_loss: 0.0311807 | Time: 10645.2 ms [2021-05-29 14:12:20 main:574] : INFO : Epoch 1758 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 11342.3 ms [2021-05-29 14:12:30 main:574] : INFO : Epoch 1759 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 10222.9 ms [2021-05-29 14:12:42 main:574] : INFO : Epoch 1760 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 11522.2 ms [2021-05-29 14:12:52 main:574] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 10584.4 ms [2021-05-29 14:13:03 main:574] : INFO : Epoch 1762 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 11013.2 ms [2021-05-29 14:13:14 main:574] : INFO : Epoch 1763 | loss: 0.0311719 | val_loss: 0.031182 | Time: 10671.7 ms [2021-05-29 14:13:25 main:574] : INFO : Epoch 1764 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 11321.2 ms [2021-05-29 14:13:36 main:574] : INFO : Epoch 1765 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 10881.4 ms [2021-05-29 14:13:47 main:574] : INFO : Epoch 1766 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 10717 ms [2021-05-29 14:13:58 main:574] : INFO : Epoch 1767 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 11450.9 ms [2021-05-29 14:14:09 main:574] : INFO : Epoch 1768 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 10383.4 ms [2021-05-29 14:14:20 main:574] : INFO : Epoch 1769 | loss: 0.0311709 | val_loss: 0.031182 | Time: 11093.6 ms [2021-05-29 14:14:30 main:574] : INFO : Epoch 1770 | loss: 0.0311724 | val_loss: 0.0311829 | Time: 10130.5 ms [2021-05-29 14:14:41 main:574] : INFO : Epoch 1771 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 10702.7 ms [2021-05-29 14:14:52 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311817 | Time: 10716.2 ms [2021-05-29 14:15:03 main:574] : INFO : Epoch 1773 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 10915.7 ms [2021-05-29 14:15:14 main:574] : INFO : Epoch 1774 | loss: 0.0311699 | val_loss: 0.0311811 | Time: 11653.3 ms [2021-05-29 14:15:25 main:574] : INFO : Epoch 1775 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 10665.3 ms [2021-05-29 14:15:37 main:574] : INFO : Epoch 1776 | loss: 0.0311705 | val_loss: 0.0311788 | Time: 11770 ms [2021-05-29 14:15:48 main:574] : INFO : Epoch 1777 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 11252.5 ms [2021-05-29 14:15:59 main:574] : INFO : Epoch 1778 | loss: 0.0311735 | val_loss: 0.031176 | Time: 10485.3 ms [2021-05-29 14:16:10 main:574] : INFO : Epoch 1779 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 10917.2 ms [2021-05-29 14:16:21 main:574] : INFO : Epoch 1780 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 10756.6 ms [2021-05-29 14:16:32 main:574] : INFO : Epoch 1781 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 11536.3 ms [2021-05-29 14:16:44 main:574] : INFO : Epoch 1782 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 11439.1 ms [2021-05-29 14:16:54 main:574] : INFO : Epoch 1783 | loss: 0.0311704 | val_loss: 0.031175 | Time: 10708.2 ms [2021-05-29 14:17:05 main:574] : INFO : Epoch 1784 | loss: 0.0311702 | val_loss: 0.0311735 | Time: 10535.7 ms [2021-05-29 14:17:16 main:574] : INFO : Epoch 1785 | loss: 0.0311698 | val_loss: 0.031173 | Time: 10939.4 ms [2021-05-29 14:17:27 main:574] : INFO : Epoch 1786 | loss: 0.0311707 | val_loss: 0.031178 | Time: 11131.9 ms [2021-05-29 14:17:38 main:574] : INFO : Epoch 1787 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 10768.8 ms [2021-05-29 14:17:49 main:574] : INFO : Epoch 1788 | loss: 0.031172 | val_loss: 0.0311765 | Time: 10930.6 ms [2021-05-29 14:18:00 main:574] : INFO : Epoch 1789 | loss: 0.0311721 | val_loss: 0.031178 | Time: 11403.1 ms [2021-05-29 14:18:10 main:574] : INFO : Epoch 1790 | loss: 0.0311753 | val_loss: 0.031179 | Time: 9854.13 ms [2021-05-29 14:18:21 main:574] : INFO : Epoch 1791 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 10916.1 ms [2021-05-29 14:18:33 main:574] : INFO : Epoch 1792 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 11522.5 ms [2021-05-29 14:18:44 main:574] : INFO : Epoch 1793 | loss: 0.031171 | val_loss: 0.0311764 | Time: 10587.6 ms [2021-05-29 14:18:55 main:574] : INFO : Epoch 1794 | loss: 0.03117 | val_loss: 0.0311759 | Time: 11176.8 ms [2021-05-29 14:19:06 main:574] : INFO : Epoch 1795 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 11152.4 ms [2021-05-29 14:19:17 main:574] : INFO : Epoch 1796 | loss: 0.0311738 | val_loss: 0.0311764 | Time: 10884.7 ms [2021-05-29 14:19:29 main:574] : INFO : Epoch 1797 | loss: 0.0311732 | val_loss: 0.0311733 | Time: 11552 ms [2021-05-29 14:19:40 main:574] : INFO : Epoch 1798 | loss: 0.0311711 | val_loss: 0.0311729 | Time: 11216.6 ms [2021-05-29 14:19:50 main:574] : INFO : Epoch 1799 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 10218.2 ms [2021-05-29 14:20:01 main:574] : INFO : Epoch 1800 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 10967.9 ms [2021-05-29 14:20:11 main:574] : INFO : Epoch 1801 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 10040.7 ms [2021-05-29 14:20:22 main:574] : INFO : Epoch 1802 | loss: 0.0311706 | val_loss: 0.0311724 | Time: 10576.4 ms [2021-05-29 14:20:33 main:574] : INFO : Epoch 1803 | loss: 0.0311709 | val_loss: 0.0311722 | Time: 10775.5 ms [2021-05-29 14:20:44 main:574] : INFO : Epoch 1804 | loss: 0.031169 | val_loss: 0.0311758 | Time: 10882.9 ms [2021-05-29 14:20:55 main:574] : INFO : Epoch 1805 | loss: 0.0311703 | val_loss: 0.031175 | Time: 11025.8 ms [2021-05-29 14:21:06 main:574] : INFO : Epoch 1806 | loss: 0.0311694 | val_loss: 0.0311727 | Time: 11166.4 ms [2021-05-29 14:21:17 main:574] : INFO : Epoch 1807 | loss: 0.0311682 | val_loss: 0.0311717 | Time: 10666.4 ms [2021-05-29 14:21:27 main:574] : INFO : Epoch 1808 | loss: 0.0311679 | val_loss: 0.031174 | Time: 10781.1 ms [2021-05-29 14:21:38 main:574] : INFO : Epoch 1809 | loss: 0.03117 | val_loss: 0.0311722 | Time: 10747.6 ms [2021-05-29 14:21:49 main:574] : INFO : Epoch 1810 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 11003.4 ms [2021-05-29 14:22:01 main:574] : INFO : Epoch 1811 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 11467.2 ms [2021-05-29 14:22:12 main:574] : INFO : Epoch 1812 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 10907.8 ms [2021-05-29 14:22:22 main:574] : INFO : Epoch 1813 | loss: 0.031169 | val_loss: 0.0311741 | Time: 10439.9 ms [2021-05-29 14:22:34 main:574] : INFO : Epoch 1814 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 11347.6 ms [2021-05-29 14:22:45 main:574] : INFO : Epoch 1815 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 11241.4 ms [2021-05-29 14:22:55 main:574] : INFO : Epoch 1816 | loss: 0.0311735 | val_loss: 0.0311744 | Time: 10567.9 ms [2021-05-29 14:23:07 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311811 | Time: 11716 ms [2021-05-29 14:23:19 main:574] : INFO : Epoch 1818 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 11369.5 ms [2021-05-29 14:23:30 main:574] : INFO : Epoch 1819 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 10866.3 ms [2021-05-29 14:23:40 main:574] : INFO : Epoch 1820 | loss: 0.0311702 | val_loss: 0.0311708 | Time: 10187.3 ms [2021-05-29 14:23:50 main:574] : INFO : Epoch 1821 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 10377.1 ms [2021-05-29 14:24:01 main:574] : INFO : Epoch 1822 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 10832.6 ms [2021-05-29 14:24:12 main:574] : INFO : Epoch 1823 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 10694.2 ms [2021-05-29 14:24:23 main:574] : INFO : Epoch 1824 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 11293.1 ms [2021-05-29 14:24:34 main:574] : INFO : Epoch 1825 | loss: 0.0311706 | val_loss: 0.0311717 | Time: 11200.8 ms [2021-05-29 14:24:45 main:574] : INFO : Epoch 1826 | loss: 0.031171 | val_loss: 0.0311728 | Time: 10288.8 ms [2021-05-29 14:24:56 main:574] : INFO : Epoch 1827 | loss: 0.0311716 | val_loss: 0.0311735 | Time: 10994.5 ms [2021-05-29 14:25:06 main:574] : INFO : Epoch 1828 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 10025.7 ms [2021-05-29 14:25:17 main:574] : INFO : Epoch 1829 | loss: 0.0311706 | val_loss: 0.0311702 | Time: 11484.9 ms [2021-05-29 14:25:29 main:574] : INFO : Epoch 1830 | loss: 0.031168 | val_loss: 0.031171 | Time: 11291.3 ms [2021-05-29 14:25:39 main:574] : INFO : Epoch 1831 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 10660.5 ms [2021-05-29 14:25:50 main:574] : INFO : Epoch 1832 | loss: 0.0311679 | val_loss: 0.0311724 | Time: 10453.5 ms [2021-05-29 14:26:01 main:574] : INFO : Epoch 1833 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 11058.8 ms [2021-05-29 14:26:12 main:574] : INFO : Epoch 1834 | loss: 0.0311707 | val_loss: 0.0311722 | Time: 11061.8 ms [2021-05-29 14:26:22 main:574] : INFO : Epoch 1835 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 9945.74 ms [2021-05-29 14:26:33 main:574] : INFO : Epoch 1836 | loss: 0.0311669 | val_loss: 0.0311716 | Time: 10529.9 ms [2021-05-29 14:26:45 main:574] : INFO : Epoch 1837 | loss: 0.0311672 | val_loss: 0.0311708 | Time: 11929.3 ms [2021-05-29 14:26:56 main:574] : INFO : Epoch 1838 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 11121.7 ms [2021-05-29 14:27:07 main:574] : INFO : Epoch 1839 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 10814.4 ms [2021-05-29 14:27:17 main:574] : INFO : Epoch 1840 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 10460.9 ms [2021-05-29 14:27:29 main:574] : INFO : Epoch 1841 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 11161.3 ms [2021-05-29 14:27:39 main:574] : INFO : Epoch 1842 | loss: 0.0311677 | val_loss: 0.031169 | Time: 9901.3 ms [2021-05-29 14:27:49 main:574] : INFO : Epoch 1843 | loss: 0.0311662 | val_loss: 0.0311696 | Time: 10176.2 ms [2021-05-29 14:27:59 main:574] : INFO : Epoch 1844 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 10422.5 ms [2021-05-29 14:28:11 main:574] : INFO : Epoch 1845 | loss: 0.0311673 | val_loss: 0.031169 | Time: 11522.2 ms [2021-05-29 14:28:22 main:574] : INFO : Epoch 1846 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 10706.7 ms [2021-05-29 14:28:33 main:574] : INFO : Epoch 1847 | loss: 0.0311667 | val_loss: 0.0311693 | Time: 11400.2 ms [2021-05-29 14:28:44 main:574] : INFO : Epoch 1848 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 11169.5 ms [2021-05-29 14:28:56 main:574] : INFO : Epoch 1849 | loss: 0.0311653 | val_loss: 0.03117 | Time: 11261.6 ms [2021-05-29 14:29:05 main:574] : INFO : Epoch 1850 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 9739.68 ms [2021-05-29 14:29:17 main:574] : INFO : Epoch 1851 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 11545.8 ms [2021-05-29 14:29:28 main:574] : INFO : Epoch 1852 | loss: 0.0311671 | val_loss: 0.0311689 | Time: 10967.8 ms [2021-05-29 14:29:39 main:574] : INFO : Epoch 1853 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 10653.6 ms [2021-05-29 14:29:49 main:574] : INFO : Epoch 1854 | loss: 0.0311675 | val_loss: 0.031173 | Time: 9830.84 ms [2021-05-29 14:30:00 main:574] : INFO : Epoch 1855 | loss: 0.0311696 | val_loss: 0.0311696 | Time: 11363 ms [2021-05-29 14:30:11 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 11171.8 ms [2021-05-29 14:30:23 main:574] : INFO : Epoch 1857 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 11809.6 ms [2021-05-29 14:30:34 main:574] : INFO : Epoch 1858 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 11152.1 ms [2021-05-29 14:30:46 main:574] : INFO : Epoch 1859 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 11743.5 ms [2021-05-29 14:30:57 main:574] : INFO : Epoch 1860 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 10422.7 ms [2021-05-29 14:31:07 main:574] : INFO : Epoch 1861 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 10754.2 ms [2021-05-29 14:31:19 main:574] : INFO : Epoch 1862 | loss: 0.0311664 | val_loss: 0.0311675 | Time: 11516.1 ms [2021-05-29 14:31:29 main:574] : INFO : Epoch 1863 | loss: 0.0311658 | val_loss: 0.0311678 | Time: 10456.8 ms [2021-05-29 14:31:40 main:574] : INFO : Epoch 1864 | loss: 0.0311681 | val_loss: 0.0311714 | Time: 10123 ms [2021-05-29 14:31:51 main:574] : INFO : Epoch 1865 | loss: 0.0311701 | val_loss: 0.0311718 | Time: 11019.6 ms [2021-05-29 14:32:01 main:574] : INFO : Epoch 1866 | loss: 0.0311673 | val_loss: 0.0311719 | Time: 10714.9 ms [2021-05-29 14:32:12 main:574] : INFO : Epoch 1867 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 10308.1 ms [2021-05-29 14:32:21 main:574] : INFO : Epoch 1868 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 9374.33 ms [2021-05-29 14:32:32 main:574] : INFO : Epoch 1869 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 9189.97 ms [2021-05-29 14:32:42 main:574] : INFO : Epoch 1870 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 9753.39 ms [2021-05-29 14:32:53 main:574] : INFO : Epoch 1871 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 11365.2 ms [2021-05-29 14:33:04 main:574] : INFO : Epoch 1872 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 10825 ms [2021-05-29 14:33:15 main:574] : INFO : Epoch 1873 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 11241.7 ms [2021-05-29 14:33:26 main:574] : INFO : Epoch 1874 | loss: 0.0311655 | val_loss: 0.03117 | Time: 10491.9 ms [2021-05-29 14:33:37 main:574] : INFO : Epoch 1875 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 11054.3 ms [2021-05-29 14:33:48 main:574] : INFO : Epoch 1876 | loss: 0.0311653 | val_loss: 0.0311707 | Time: 10947.7 ms [2021-05-29 14:33:59 main:574] : INFO : Epoch 1877 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 10783.5 ms [2021-05-29 14:34:09 main:574] : INFO : Epoch 1878 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 10442.1 ms [2021-05-29 14:34:20 main:574] : INFO : Epoch 1879 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 10886.6 ms [2021-05-29 14:34:30 main:574] : INFO : Epoch 1880 | loss: 0.0311715 | val_loss: 0.0311722 | Time: 9645.84 ms [2021-05-29 14:34:41 main:574] : INFO : Epoch 1881 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 11443.3 ms [2021-05-29 14:34:53 main:574] : INFO : Epoch 1882 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 11357.3 ms [2021-05-29 14:35:04 main:574] : INFO : Epoch 1883 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 11038.4 ms [2021-05-29 14:35:15 main:574] : INFO : Epoch 1884 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 10665.9 ms [2021-05-29 14:35:25 main:574] : INFO : Epoch 1885 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 10361.5 ms [2021-05-29 14:35:35 main:574] : INFO : Epoch 1886 | loss: 0.0311668 | val_loss: 0.031172 | Time: 10359.8 ms [2021-05-29 14:35:46 main:574] : INFO : Epoch 1887 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 10418.1 ms [2021-05-29 14:35:56 main:574] : INFO : Epoch 1888 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 10095.1 ms [2021-05-29 14:36:08 main:574] : INFO : Epoch 1889 | loss: 0.0311664 | val_loss: 0.0311731 | Time: 11887.3 ms [2021-05-29 14:36:19 main:574] : INFO : Epoch 1890 | loss: 0.0311652 | val_loss: 0.031173 | Time: 10782 ms [2021-05-29 14:36:30 main:574] : INFO : Epoch 1891 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 11105.1 ms [2021-05-29 14:36:40 main:574] : INFO : Epoch 1892 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 10168.7 ms [2021-05-29 14:36:51 main:574] : INFO : Epoch 1893 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 10740.1 ms [2021-05-29 14:37:02 main:574] : INFO : Epoch 1894 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 10831.9 ms [2021-05-29 14:37:13 main:574] : INFO : Epoch 1895 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 11113.6 ms [2021-05-29 14:37:24 main:574] : INFO : Epoch 1896 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 10710.2 ms [2021-05-29 14:37:34 main:574] : INFO : Epoch 1897 | loss: 0.0311655 | val_loss: 0.031177 | Time: 10330.5 ms [2021-05-29 14:37:45 main:574] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 11074.4 ms [2021-05-29 14:37:56 main:574] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 10799.5 ms [2021-05-29 14:38:07 main:574] : INFO : Epoch 1900 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 10844.6 ms [2021-05-29 14:38:18 main:574] : INFO : Epoch 1901 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 10976.5 ms [2021-05-29 14:38:29 main:574] : INFO : Epoch 1902 | loss: 0.0311644 | val_loss: 0.03117 | Time: 10688.8 ms [2021-05-29 14:38:40 main:574] : INFO : Epoch 1903 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 10978.5 ms [2021-05-29 14:38:51 main:574] : INFO : Epoch 1904 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 10829.3 ms [2021-05-29 14:39:01 main:574] : INFO : Epoch 1905 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 10214.8 ms [2021-05-29 14:39:12 main:574] : INFO : Epoch 1906 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 10950.2 ms [2021-05-29 14:39:23 main:574] : INFO : Epoch 1907 | loss: 0.0311641 | val_loss: 0.031171 | Time: 11159.7 ms [2021-05-29 14:39:34 main:574] : INFO : Epoch 1908 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 10426.6 ms [2021-05-29 14:39:44 main:574] : INFO : Epoch 1909 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 10843.1 ms [2021-05-29 14:39:54 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 9967.69 ms [2021-05-29 14:40:05 main:574] : INFO : Epoch 1911 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 10576.2 ms [2021-05-29 14:40:17 main:574] : INFO : Epoch 1912 | loss: 0.031174 | val_loss: 0.0311758 | Time: 11436.1 ms [2021-05-29 14:40:27 main:574] : INFO : Epoch 1913 | loss: 0.0311725 | val_loss: 0.0311721 | Time: 10777 ms [2021-05-29 14:40:38 main:574] : INFO : Epoch 1914 | loss: 0.0311706 | val_loss: 0.0311715 | Time: 10989.3 ms [2021-05-29 14:40:49 main:574] : INFO : Epoch 1915 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 10892.8 ms [2021-05-29 14:41:00 main:574] : INFO : Epoch 1916 | loss: 0.0311691 | val_loss: 0.0311708 | Time: 10371.7 ms [2021-05-29 14:41:11 main:574] : INFO : Epoch 1917 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 11067.2 ms [2021-05-29 14:41:22 main:574] : INFO : Epoch 1918 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 11212.6 ms [2021-05-29 14:41:33 main:574] : INFO : Epoch 1919 | loss: 0.0311687 | val_loss: 0.0311708 | Time: 11135.9 ms [2021-05-29 14:41:43 main:574] : INFO : Epoch 1920 | loss: 0.031167 | val_loss: 0.0311708 | Time: 10207.9 ms [2021-05-29 14:41:54 main:574] : INFO : Epoch 1921 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 10255.3 ms [2021-05-29 14:42:04 main:574] : INFO : Epoch 1922 | loss: 0.0311669 | val_loss: 0.031172 | Time: 10486.3 ms [2021-05-29 14:42:15 main:574] : INFO : Epoch 1923 | loss: 0.031168 | val_loss: 0.0311808 | Time: 10980.2 ms [2021-05-29 14:42:26 main:574] : INFO : Epoch 1924 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 10277.5 ms [2021-05-29 14:42:36 main:574] : INFO : Epoch 1925 | loss: 0.0311675 | val_loss: 0.0311725 | Time: 10309.7 ms [2021-05-29 14:42:47 main:574] : INFO : Epoch 1926 | loss: 0.0311701 | val_loss: 0.0311827 | Time: 10610.7 ms [2021-05-29 14:42:57 main:574] : INFO : Epoch 1927 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 10449.8 ms [2021-05-29 14:43:09 main:574] : INFO : Epoch 1928 | loss: 0.031169 | val_loss: 0.031171 | Time: 11392.8 ms [2021-05-29 14:43:19 main:574] : INFO : Epoch 1929 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 10568.3 ms [2021-05-29 14:43:30 main:574] : INFO : Epoch 1930 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 10659.3 ms [2021-05-29 14:43:41 main:574] : INFO : Epoch 1931 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 10647.2 ms [2021-05-29 14:43:52 main:574] : INFO : Epoch 1932 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 11454.9 ms [2021-05-29 14:44:03 main:574] : INFO : Epoch 1933 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 11197.5 ms [2021-05-29 14:44:14 main:574] : INFO : Epoch 1934 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 10277.7 ms [2021-05-29 14:44:24 main:574] : INFO : Epoch 1935 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 10008.7 ms [2021-05-29 14:44:34 main:574] : INFO : Epoch 1936 | loss: 0.0311653 | val_loss: 0.031173 | Time: 10096.1 ms [2021-05-29 14:44:44 main:574] : INFO : Epoch 1937 | loss: 0.0311683 | val_loss: 0.0311715 | Time: 10267.1 ms [2021-05-29 14:44:55 main:574] : INFO : Epoch 1938 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 10620.1 ms [2021-05-29 14:45:06 main:574] : INFO : Epoch 1939 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 11238.3 ms [2021-05-29 14:45:17 main:574] : INFO : Epoch 1940 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 10680.8 ms [2021-05-29 14:45:27 main:574] : INFO : Epoch 1941 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 10504.1 ms [2021-05-29 14:45:38 main:574] : INFO : Epoch 1942 | loss: 0.0311726 | val_loss: 0.0311762 | Time: 10358.3 ms [2021-05-29 14:45:49 main:574] : INFO : Epoch 1943 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 11503.3 ms [2021-05-29 14:46:00 main:574] : INFO : Epoch 1944 | loss: 0.0311703 | val_loss: 0.031174 | Time: 10533.7 ms [2021-05-29 14:46:10 main:574] : INFO : Epoch 1945 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 9985.41 ms [2021-05-29 14:46:21 main:574] : INFO : Epoch 1946 | loss: 0.0311723 | val_loss: 0.0311756 | Time: 10846.8 ms [2021-05-29 14:46:31 main:574] : INFO : Epoch 1947 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 10342.7 ms [2021-05-29 14:46:42 main:574] : INFO : Epoch 1948 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 10714.3 ms [2021-05-29 14:46:53 main:574] : INFO : Epoch 1949 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 11175.3 ms [2021-05-29 14:47:05 main:574] : INFO : Epoch 1950 | loss: 0.0311691 | val_loss: 0.031172 | Time: 11484.5 ms [2021-05-29 14:47:16 main:574] : INFO : Epoch 1951 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 11195 ms [2021-05-29 14:47:27 main:574] : INFO : Epoch 1952 | loss: 0.031168 | val_loss: 0.0311678 | Time: 10918.2 ms [2021-05-29 14:47:39 main:574] : INFO : Epoch 1953 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 11302.9 ms [2021-05-29 14:47:49 main:574] : INFO : Epoch 1954 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 10548.7 ms [2021-05-29 14:48:00 main:574] : INFO : Epoch 1955 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 11294.8 ms [2021-05-29 14:48:11 main:574] : INFO : Epoch 1956 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 10630.7 ms [2021-05-29 14:48:22 main:574] : INFO : Epoch 1957 | loss: 0.0311649 | val_loss: 0.0311693 | Time: 10474.8 ms [2021-05-29 14:48:33 main:574] : INFO : Epoch 1958 | loss: 0.0311641 | val_loss: 0.031169 | Time: 10967.1 ms [2021-05-29 14:48:44 main:574] : INFO : Epoch 1959 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 10839 ms [2021-05-29 14:48:56 main:574] : INFO : Epoch 1960 | loss: 0.031164 | val_loss: 0.0311693 | Time: 12081.8 ms [2021-05-29 14:49:07 main:574] : INFO : Epoch 1961 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 11162.3 ms [2021-05-29 14:49:18 main:574] : INFO : Epoch 1962 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 10957.8 ms [2021-05-29 14:49:29 main:574] : INFO : Epoch 1963 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 10814.4 ms [2021-05-29 14:49:40 main:574] : INFO : Epoch 1964 | loss: 0.031165 | val_loss: 0.0311704 | Time: 10680.7 ms [2021-05-29 14:49:50 main:574] : INFO : Epoch 1965 | loss: 0.031168 | val_loss: 0.0311746 | Time: 9982.08 ms [2021-05-29 14:50:00 main:574] : INFO : Epoch 1966 | loss: 0.0311673 | val_loss: 0.0311702 | Time: 10557.3 ms [2021-05-29 14:50:11 main:574] : INFO : Epoch 1967 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 10555.3 ms [2021-05-29 14:50:21 main:574] : INFO : Epoch 1968 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 9890.84 ms [2021-05-29 14:50:32 main:574] : INFO : Epoch 1969 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 11108.2 ms [2021-05-29 14:50:43 main:574] : INFO : Epoch 1970 | loss: 0.0311679 | val_loss: 0.031172 | Time: 10749.9 ms [2021-05-29 14:50:53 main:574] : INFO : Epoch 1971 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 10450.7 ms [2021-05-29 14:51:04 main:574] : INFO : Epoch 1972 | loss: 0.031167 | val_loss: 0.0311715 | Time: 10104.8 ms [2021-05-29 14:51:14 main:574] : INFO : Epoch 1973 | loss: 0.0311646 | val_loss: 0.031175 | Time: 10500.5 ms [2021-05-29 14:51:25 main:574] : INFO : Epoch 1974 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 10725.5 ms [2021-05-29 14:51:36 main:574] : INFO : Epoch 1975 | loss: 0.0311665 | val_loss: 0.031174 | Time: 10653.6 ms [2021-05-29 14:51:46 main:574] : INFO : Epoch 1976 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 10582 ms [2021-05-29 14:51:56 main:574] : INFO : Epoch 1977 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 9828.81 ms [2021-05-29 14:52:07 main:574] : INFO : Epoch 1978 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 10773.7 ms [2021-05-29 14:52:18 main:574] : INFO : Epoch 1979 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 10664.4 ms [2021-05-29 14:52:29 main:574] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 11150.6 ms [2021-05-29 14:52:39 main:574] : INFO : Epoch 1981 | loss: 0.0311681 | val_loss: 0.0311711 | Time: 10252.4 ms [2021-05-29 14:52:49 main:574] : INFO : Epoch 1982 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 10179.6 ms [2021-05-29 14:53:00 main:574] : INFO : Epoch 1983 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 10633.8 ms [2021-05-29 14:53:11 main:574] : INFO : Epoch 1984 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 10644.7 ms [2021-05-29 14:53:22 main:574] : INFO : Epoch 1985 | loss: 0.031167 | val_loss: 0.0311749 | Time: 10800.6 ms [2021-05-29 14:53:33 main:574] : INFO : Epoch 1986 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 10936.7 ms [2021-05-29 14:53:43 main:574] : INFO : Epoch 1987 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 10605.7 ms [2021-05-29 14:53:54 main:574] : INFO : Epoch 1988 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 10663.4 ms [2021-05-29 14:54:05 main:574] : INFO : Epoch 1989 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 11341.3 ms [2021-05-29 14:54:17 main:574] : INFO : Epoch 1990 | loss: 0.0311704 | val_loss: 0.031178 | Time: 11304.6 ms [2021-05-29 14:54:27 main:574] : INFO : Epoch 1991 | loss: 0.0311781 | val_loss: 0.0311768 | Time: 10532.3 ms [2021-05-29 14:54:38 main:574] : INFO : Epoch 1992 | loss: 0.031174 | val_loss: 0.0311762 | Time: 10903.1 ms [2021-05-29 14:54:49 main:574] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0311758 | Time: 10607.4 ms [2021-05-29 14:54:59 main:574] : INFO : Epoch 1994 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 10169.2 ms [2021-05-29 14:55:11 main:574] : INFO : Epoch 1995 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 11437.8 ms [2021-05-29 14:55:22 main:574] : INFO : Epoch 1996 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 11147.8 ms [2021-05-29 14:55:33 main:574] : INFO : Epoch 1997 | loss: 0.031169 | val_loss: 0.0311754 | Time: 11012.5 ms [2021-05-29 14:55:44 main:574] : INFO : Epoch 1998 | loss: 0.0311676 | val_loss: 0.031175 | Time: 10716.2 ms [2021-05-29 14:55:54 main:574] : INFO : Epoch 1999 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 10556.6 ms [2021-05-29 14:56:05 main:574] : INFO : Epoch 2000 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 10500.9 ms [2021-05-29 14:56:15 main:574] : INFO : Epoch 2001 | loss: 0.0311666 | val_loss: 0.031176 | Time: 10106.3 ms [2021-05-29 14:56:26 main:574] : INFO : Epoch 2002 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 10387 ms [2021-05-29 14:56:36 main:574] : INFO : Epoch 2003 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 10627.8 ms [2021-05-29 14:56:47 main:574] : INFO : Epoch 2004 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 10408.5 ms [2021-05-29 14:56:58 main:574] : INFO : Epoch 2005 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 11651.5 ms [2021-05-29 14:57:09 main:574] : INFO : Epoch 2006 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 10622 ms [2021-05-29 14:57:20 main:574] : INFO : Epoch 2007 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 11201.6 ms [2021-05-29 14:57:31 main:574] : INFO : Epoch 2008 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 10777.3 ms [2021-05-29 14:57:42 main:574] : INFO : Epoch 2009 | loss: 0.0311666 | val_loss: 0.0311731 | Time: 10695.6 ms [2021-05-29 14:57:53 main:574] : INFO : Epoch 2010 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 10508.8 ms [2021-05-29 14:58:02 main:574] : INFO : Epoch 2011 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 9802.69 ms [2021-05-29 14:58:14 main:574] : INFO : Epoch 2012 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 11370.8 ms [2021-05-29 14:58:26 main:574] : INFO : Epoch 2013 | loss: 0.0311699 | val_loss: 0.031178 | Time: 11771.8 ms [2021-05-29 14:58:37 main:574] : INFO : Epoch 2014 | loss: 0.0311693 | val_loss: 0.03118 | Time: 11767.7 ms [2021-05-29 14:58:48 main:574] : INFO : Epoch 2015 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 10957.8 ms [2021-05-29 14:58:59 main:574] : INFO : Epoch 2016 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 10914.5 ms [2021-05-29 14:59:10 main:574] : INFO : Epoch 2017 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 10803.6 ms [2021-05-29 14:59:21 main:574] : INFO : Epoch 2018 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 10275.2 ms [2021-05-29 14:59:31 main:574] : INFO : Epoch 2019 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 10058.5 ms [2021-05-29 14:59:42 main:574] : INFO : Epoch 2020 | loss: 0.0311646 | val_loss: 0.031174 | Time: 11092.8 ms [2021-05-29 14:59:53 main:574] : INFO : Epoch 2021 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 11229.7 ms [2021-05-29 15:00:04 main:574] : INFO : Epoch 2022 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 10871 ms [2021-05-29 15:00:15 main:574] : INFO : Epoch 2023 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 11055.9 ms [2021-05-29 15:00:26 main:574] : INFO : Epoch 2024 | loss: 0.0311788 | val_loss: 0.0311899 | Time: 10883 ms [2021-05-29 15:00:37 main:574] : INFO : Epoch 2025 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 11011.2 ms [2021-05-29 15:00:48 main:574] : INFO : Epoch 2026 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 10424.9 ms [2021-05-29 15:00:58 main:574] : INFO : Epoch 2027 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 10378.8 ms [2021-05-29 15:01:09 main:574] : INFO : Epoch 2028 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 10811.9 ms [2021-05-29 15:01:21 main:574] : INFO : Epoch 2029 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 11834 ms [2021-05-29 15:01:32 main:574] : INFO : Epoch 2030 | loss: 0.0311765 | val_loss: 0.031182 | Time: 10817.2 ms [2021-05-29 15:01:42 main:574] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 10604.2 ms [2021-05-29 15:01:54 main:574] : INFO : Epoch 2032 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 11467 ms [2021-05-29 15:02:05 main:574] : INFO : Epoch 2033 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 11294.9 ms [2021-05-29 15:02:16 main:574] : INFO : Epoch 2034 | loss: 0.0311737 | val_loss: 0.031179 | Time: 10710 ms [2021-05-29 15:02:26 main:574] : INFO : Epoch 2035 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 10193.2 ms [2021-05-29 15:02:37 main:574] : INFO : Epoch 2036 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 10631.1 ms [2021-05-29 15:02:48 main:574] : INFO : Epoch 2037 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 10633.2 ms [2021-05-29 15:02:58 main:574] : INFO : Epoch 2038 | loss: 0.0311746 | val_loss: 0.0311857 | Time: 10462.9 ms [2021-05-29 15:03:09 main:574] : INFO : Epoch 2039 | loss: 0.0311744 | val_loss: 0.03118 | Time: 10876 ms [2021-05-29 15:03:20 main:574] : INFO : Epoch 2040 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 10648.9 ms [2021-05-29 15:03:30 main:574] : INFO : Epoch 2041 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 10235 ms [2021-05-29 15:03:41 main:574] : INFO : Epoch 2042 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 11206.6 ms [2021-05-29 15:03:52 main:574] : INFO : Epoch 2043 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 10394.7 ms [2021-05-29 15:04:03 main:574] : INFO : Epoch 2044 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 11352.6 ms [2021-05-29 15:04:14 main:574] : INFO : Epoch 2045 | loss: 0.0311749 | val_loss: 0.0311939 | Time: 10944.6 ms [2021-05-29 15:04:24 main:574] : INFO : Epoch 2046 | loss: 0.0311763 | val_loss: 0.0311881 | Time: 10283.8 ms [2021-05-29 15:04:35 main:574] : INFO : Epoch 2047 | loss: 0.0311778 | val_loss: 0.0311903 | Time: 10568 ms [2021-05-29 15:04:46 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 11121.8 ms [2021-05-29 15:04:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311776 [2021-05-29 15:04:46 main:603] : INFO : Saving end state to config to file [2021-05-29 15:04:46 main:608] : INFO : Success, exiting.. 15:04:46 (48344): 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)