Task 7134941
| Name | ParityModified-1630350838-2219-2_0 |
| Workunit | 4836232 |
| Created | 5 Sep 2021, 2:42:39 UTC |
| Sent | 5 Sep 2021, 15:55:50 UTC |
| Report deadline | 12 Sep 2021, 15:55:50 UTC |
| Received | 5 Sep 2021, 17:28:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 48 min |
| CPU time | 46 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 1378.62 ms [2021-09-05 13:15:48 main:574] : INFO : Epoch 1543 | loss: 0.0311664 | val_loss: 0.031172 | Time: 1375.77 ms [2021-09-05 13:15:49 main:574] : INFO : Epoch 1544 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1375.01 ms [2021-09-05 13:15:51 main:574] : INFO : Epoch 1545 | loss: 0.031169 | val_loss: 0.0311711 | Time: 1377.42 ms [2021-09-05 13:15:52 main:574] : INFO : Epoch 1546 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 1374.53 ms [2021-09-05 13:15:54 main:574] : INFO : Epoch 1547 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1379.41 ms [2021-09-05 13:15:55 main:574] : INFO : Epoch 1548 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 1378.52 ms [2021-09-05 13:15:57 main:574] : INFO : Epoch 1549 | loss: 0.0311685 | val_loss: 0.0311708 | Time: 1377.1 ms [2021-09-05 13:15:58 main:574] : INFO : Epoch 1550 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1378.39 ms [2021-09-05 13:15:59 main:574] : INFO : Epoch 1551 | loss: 0.0311752 | val_loss: 0.0311842 | Time: 1378.21 ms [2021-09-05 13:16:01 main:574] : INFO : Epoch 1552 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 1373.99 ms [2021-09-05 13:16:02 main:574] : INFO : Epoch 1553 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 1381.66 ms [2021-09-05 13:16:03 main:574] : INFO : Epoch 1554 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1371.91 ms [2021-09-05 13:16:05 main:574] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 1375.7 ms [2021-09-05 13:16:06 main:574] : INFO : Epoch 1556 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 1379.17 ms [2021-09-05 13:16:08 main:574] : INFO : Epoch 1557 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 1379.06 ms [2021-09-05 13:16:09 main:574] : INFO : Epoch 1558 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1377.09 ms [2021-09-05 13:16:11 main:574] : INFO : Epoch 1559 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1378.19 ms [2021-09-05 13:16:12 main:574] : INFO : Epoch 1560 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 1376.29 ms [2021-09-05 13:16:13 main:574] : INFO : Epoch 1561 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 1378.38 ms [2021-09-05 13:16:15 main:574] : INFO : Epoch 1562 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 1377.65 ms [2021-09-05 13:16:16 main:574] : INFO : Epoch 1563 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 1376.79 ms [2021-09-05 13:16:17 main:574] : INFO : Epoch 1564 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 1377.91 ms [2021-09-05 13:16:19 main:574] : INFO : Epoch 1565 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1377.76 ms [2021-09-05 13:16:20 main:574] : INFO : Epoch 1566 | loss: 0.0311686 | val_loss: 0.031179 | Time: 1381.13 ms [2021-09-05 13:16:22 main:574] : INFO : Epoch 1567 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 1376.71 ms [2021-09-05 13:16:23 main:574] : INFO : Epoch 1568 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 1373.73 ms [2021-09-05 13:16:24 main:574] : INFO : Epoch 1569 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 1378.23 ms [2021-09-05 13:16:26 main:574] : INFO : Epoch 1570 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1378.48 ms [2021-09-05 13:16:27 main:574] : INFO : Epoch 1571 | loss: 0.031168 | val_loss: 0.0311742 | Time: 1378.23 ms [2021-09-05 13:16:29 main:574] : INFO : Epoch 1572 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 1377.18 ms [2021-09-05 13:16:30 main:574] : INFO : Epoch 1573 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1374.97 ms [2021-09-05 13:16:31 main:574] : INFO : Epoch 1574 | loss: 0.031168 | val_loss: 0.0311755 | Time: 1382.74 ms [2021-09-05 13:16:33 main:574] : INFO : Epoch 1575 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 1377.21 ms [2021-09-05 13:16:34 main:574] : INFO : Epoch 1576 | loss: 0.0311823 | val_loss: 0.0311781 | Time: 1377.52 ms [2021-09-05 13:16:36 main:574] : INFO : Epoch 1577 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 1376.6 ms [2021-09-05 13:16:37 main:574] : INFO : Epoch 1578 | loss: 0.031179 | val_loss: 0.0311771 | Time: 1379.76 ms [2021-09-05 13:16:38 main:574] : INFO : Epoch 1579 | loss: 0.0311767 | val_loss: 0.0311769 | Time: 1379.1 ms [2021-09-05 13:16:40 main:574] : INFO : Epoch 1580 | loss: 0.0311771 | val_loss: 0.0311762 | Time: 1375.4 ms [2021-09-05 13:16:41 main:574] : INFO : Epoch 1581 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 1379.74 ms [2021-09-05 13:16:43 main:574] : INFO : Epoch 1582 | loss: 0.0341832 | val_loss: 0.0417371 | Time: 1380.5 ms [2021-09-05 13:16:44 main:574] : INFO : Epoch 1583 | loss: 0.0336247 | val_loss: 0.0316987 | Time: 1376.76 ms [2021-09-05 13:16:45 main:574] : INFO : Epoch 1584 | loss: 0.0315078 | val_loss: 0.0313183 | Time: 1373.98 ms [2021-09-05 13:16:47 main:574] : INFO : Epoch 1585 | loss: 0.0312943 | val_loss: 0.0312567 | Time: 1378.33 ms [2021-09-05 13:16:48 main:574] : INFO : Epoch 1586 | loss: 0.0312451 | val_loss: 0.0312323 | Time: 1376.43 ms [2021-09-05 13:16:50 main:574] : INFO : Epoch 1587 | loss: 0.0312226 | val_loss: 0.0312113 | Time: 1378.45 ms [2021-09-05 13:16:51 main:574] : INFO : Epoch 1588 | loss: 0.0312108 | val_loss: 0.0312064 | Time: 1376.72 ms [2021-09-05 13:16:52 main:574] : INFO : Epoch 1589 | loss: 0.0312079 | val_loss: 0.0312032 | Time: 1379.46 ms [2021-09-05 13:16:54 main:574] : INFO : Epoch 1590 | loss: 0.0312058 | val_loss: 0.0312008 | Time: 1377.48 ms [2021-09-05 13:16:55 main:574] : INFO : Epoch 1591 | loss: 0.0312032 | val_loss: 0.0311998 | Time: 1381.87 ms [2021-09-05 13:16:57 main:574] : INFO : Epoch 1592 | loss: 0.0312023 | val_loss: 0.0311987 | Time: 1377.51 ms [2021-09-05 13:16:58 main:574] : INFO : Epoch 1593 | loss: 0.031202 | val_loss: 0.0311984 | Time: 1376.97 ms [2021-09-05 13:16:59 main:574] : INFO : Epoch 1594 | loss: 0.031202 | val_loss: 0.031199 | Time: 1375.77 ms [2021-09-05 13:17:01 main:574] : INFO : Epoch 1595 | loss: 0.0312002 | val_loss: 0.0311935 | Time: 1381.17 ms [2021-09-05 13:17:02 main:574] : INFO : Epoch 1596 | loss: 0.0311943 | val_loss: 0.0311905 | Time: 1378.06 ms [2021-09-05 13:17:04 main:574] : INFO : Epoch 1597 | loss: 0.0311917 | val_loss: 0.0311889 | Time: 1382.26 ms [2021-09-05 13:17:05 main:574] : INFO : Epoch 1598 | loss: 0.0311909 | val_loss: 0.0311888 | Time: 1378.19 ms [2021-09-05 13:17:06 main:574] : INFO : Epoch 1599 | loss: 0.0311896 | val_loss: 0.0311878 | Time: 1374.97 ms [2021-09-05 13:17:08 main:574] : INFO : Epoch 1600 | loss: 0.0311886 | val_loss: 0.0311882 | Time: 1389 ms [2021-09-05 13:17:09 main:574] : INFO : Epoch 1601 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 1378.54 ms [2021-09-05 13:17:11 main:574] : INFO : Epoch 1602 | loss: 0.0311903 | val_loss: 0.0311887 | Time: 1375.09 ms [2021-09-05 13:17:12 main:574] : INFO : Epoch 1603 | loss: 0.0311885 | val_loss: 0.0311889 | Time: 1375.83 ms [2021-09-05 13:17:14 main:574] : INFO : Epoch 1604 | loss: 0.0311891 | val_loss: 0.031189 | Time: 1380.36 ms [2021-09-05 13:17:15 main:574] : INFO : Epoch 1605 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 1379.44 ms [2021-09-05 13:17:16 main:574] : INFO : Epoch 1606 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 1376.15 ms [2021-09-05 13:17:18 main:574] : INFO : Epoch 1607 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 1380.1 ms [2021-09-05 13:17:19 main:574] : INFO : Epoch 1608 | loss: 0.0311843 | val_loss: 0.0311831 | Time: 1373.72 ms [2021-09-05 13:17:21 main:574] : INFO : Epoch 1609 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 1374.01 ms [2021-09-05 13:17:22 main:574] : INFO : Epoch 1610 | loss: 0.0311818 | val_loss: 0.031185 | Time: 1374.49 ms [2021-09-05 13:17:23 main:574] : INFO : Epoch 1611 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 1380.38 ms [2021-09-05 13:17:25 main:574] : INFO : Epoch 1612 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 1379.94 ms [2021-09-05 13:17:26 main:574] : INFO : Epoch 1613 | loss: 0.03118 | val_loss: 0.0311823 | Time: 1376.83 ms [2021-09-05 13:17:28 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 1375.46 ms [2021-09-05 13:17:29 main:574] : INFO : Epoch 1615 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 1377.15 ms [2021-09-05 13:17:30 main:574] : INFO : Epoch 1616 | loss: 0.031181 | val_loss: 0.0311836 | Time: 1380.03 ms [2021-09-05 13:17:32 main:574] : INFO : Epoch 1617 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 1377.65 ms [2021-09-05 13:17:33 main:574] : INFO : Epoch 1618 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 1377.71 ms [2021-09-05 13:17:35 main:574] : INFO : Epoch 1619 | loss: 0.0311796 | val_loss: 0.0311816 | Time: 1375.07 ms [2021-09-05 13:17:36 main:574] : INFO : Epoch 1620 | loss: 0.0311792 | val_loss: 0.0311858 | Time: 1379.12 ms [2021-09-05 13:17:37 main:574] : INFO : Epoch 1621 | loss: 0.031179 | val_loss: 0.0311849 | Time: 1379.2 ms [2021-09-05 13:17:39 main:574] : INFO : Epoch 1622 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 1376.12 ms [2021-09-05 13:17:40 main:574] : INFO : Epoch 1623 | loss: 0.0311786 | val_loss: 0.031181 | Time: 1376.57 ms [2021-09-05 13:17:42 main:574] : INFO : Epoch 1624 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1376.24 ms [2021-09-05 13:17:43 main:574] : INFO : Epoch 1625 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 1378.16 ms [2021-09-05 13:17:44 main:574] : INFO : Epoch 1626 | loss: 0.031178 | val_loss: 0.0311808 | Time: 1379.64 ms [2021-09-05 13:17:46 main:574] : INFO : Epoch 1627 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 1377.96 ms [2021-09-05 13:17:47 main:574] : INFO : Epoch 1628 | loss: 0.0311778 | val_loss: 0.03118 | Time: 1375.33 ms [2021-09-05 13:17:49 main:574] : INFO : Epoch 1629 | loss: 0.0311799 | val_loss: 0.0311845 | Time: 1379.95 ms [2021-09-05 13:17:50 main:574] : INFO : Epoch 1630 | loss: 0.0311774 | val_loss: 0.031181 | Time: 1378.83 ms [2021-09-05 13:17:51 main:574] : INFO : Epoch 1631 | loss: 0.0311779 | val_loss: 0.031179 | Time: 1377.46 ms [2021-09-05 13:17:53 main:574] : INFO : Epoch 1632 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1379.4 ms [2021-09-05 13:17:54 main:574] : INFO : Epoch 1633 | loss: 0.031179 | val_loss: 0.0311839 | Time: 1379.63 ms [2021-09-05 13:17:56 main:574] : INFO : Epoch 1634 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 1377.51 ms [2021-09-05 13:17:57 main:574] : INFO : Epoch 1635 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 1376.96 ms [2021-09-05 13:17:58 main:574] : INFO : Epoch 1636 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1376.68 ms [2021-09-05 13:18:00 main:574] : INFO : Epoch 1637 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 1380.2 ms [2021-09-05 13:18:01 main:574] : INFO : Epoch 1638 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 1377.39 ms [2021-09-05 13:18:03 main:574] : INFO : Epoch 1639 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 1381.12 ms [2021-09-05 13:18:04 main:574] : INFO : Epoch 1640 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 1379.13 ms [2021-09-05 13:18:05 main:574] : INFO : Epoch 1641 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 1376.72 ms [2021-09-05 13:18:07 main:574] : INFO : Epoch 1642 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 1378.03 ms [2021-09-05 13:18:08 main:574] : INFO : Epoch 1643 | loss: 0.031173 | val_loss: 0.0311775 | Time: 1388.9 ms [2021-09-05 13:18:10 main:574] : INFO : Epoch 1644 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 1378.61 ms [2021-09-05 13:18:11 main:574] : INFO : Epoch 1645 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 1377.29 ms [2021-09-05 13:18:12 main:574] : INFO : Epoch 1646 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 1379.08 ms [2021-09-05 13:18:14 main:574] : INFO : Epoch 1647 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 1376.39 ms [2021-09-05 13:18:15 main:574] : INFO : Epoch 1648 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 1379.76 ms [2021-09-05 13:18:17 main:574] : INFO : Epoch 1649 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 1381.38 ms [2021-09-05 13:18:18 main:574] : INFO : Epoch 1650 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 1376.64 ms [2021-09-05 13:18:19 main:574] : INFO : Epoch 1651 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1379.38 ms [2021-09-05 13:18:21 main:574] : INFO : Epoch 1652 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 1378.76 ms [2021-09-05 13:18:22 main:574] : INFO : Epoch 1653 | loss: 0.0311697 | val_loss: 0.0311781 | Time: 1380.51 ms [2021-09-05 13:18:24 main:574] : INFO : Epoch 1654 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 1378.68 ms [2021-09-05 13:18:25 main:574] : INFO : Epoch 1655 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 1375.09 ms [2021-09-05 13:18:26 main:574] : INFO : Epoch 1656 | loss: 0.031168 | val_loss: 0.0311758 | Time: 1380.41 ms [2021-09-05 13:18:28 main:574] : INFO : Epoch 1657 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 1378.37 ms [2021-09-05 13:18:29 main:574] : INFO : Epoch 1658 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1378.42 ms [2021-09-05 13:18:31 main:574] : INFO : Epoch 1659 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 1375.55 ms [2021-09-05 13:18:32 main:574] : INFO : Epoch 1660 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 1378.53 ms [2021-09-05 13:18:33 main:574] : INFO : Epoch 1661 | loss: 0.031167 | val_loss: 0.0311728 | Time: 1380.3 ms [2021-09-05 13:18:35 main:574] : INFO : Epoch 1662 | loss: 0.0311666 | val_loss: 0.031173 | Time: 1381.94 ms [2021-09-05 13:18:36 main:574] : INFO : Epoch 1663 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 1376.23 ms [2021-09-05 13:18:38 main:574] : INFO : Epoch 1664 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1376.35 ms [2021-09-05 13:18:39 main:574] : INFO : Epoch 1665 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 1376.33 ms [2021-09-05 13:18:40 main:574] : INFO : Epoch 1666 | loss: 0.0311691 | val_loss: 0.0311753 | Time: 1376.38 ms [2021-09-05 13:18:42 main:574] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 1377.69 ms [2021-09-05 13:18:43 main:574] : INFO : Epoch 1668 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1379.92 ms [2021-09-05 13:18:45 main:574] : INFO : Epoch 1669 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 1376.55 ms [2021-09-05 13:18:46 main:574] : INFO : Epoch 1670 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 1379.68 ms [2021-09-05 13:18:47 main:574] : INFO : Epoch 1671 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1377.44 ms [2021-09-05 13:18:49 main:574] : INFO : Epoch 1672 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 1381.61 ms [2021-09-05 13:18:50 main:574] : INFO : Epoch 1673 | loss: 0.0311691 | val_loss: 0.0311746 | Time: 1378.76 ms [2021-09-05 13:18:52 main:574] : INFO : Epoch 1674 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 1378.41 ms [2021-09-05 13:18:53 main:574] : INFO : Epoch 1675 | loss: 0.0311674 | val_loss: 0.0311729 | Time: 1375.49 ms [2021-09-05 13:18:54 main:574] : INFO : Epoch 1676 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 1378.51 ms [2021-09-05 13:18:56 main:574] : INFO : Epoch 1677 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1378.33 ms [2021-09-05 13:18:57 main:574] : INFO : Epoch 1678 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1373.63 ms [2021-09-05 13:18:59 main:574] : INFO : Epoch 1679 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 1378.57 ms [2021-09-05 13:19:00 main:574] : INFO : Epoch 1680 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 1378.72 ms [2021-09-05 13:19:01 main:574] : INFO : Epoch 1681 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1375.07 ms [2021-09-05 13:19:03 main:574] : INFO : Epoch 1682 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 1375.91 ms [2021-09-05 13:19:04 main:574] : INFO : Epoch 1683 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1379.08 ms [2021-09-05 13:19:06 main:574] : INFO : Epoch 1684 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1378.4 ms [2021-09-05 13:19:07 main:574] : INFO : Epoch 1685 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1377.04 ms [2021-09-05 13:19:08 main:574] : INFO : Epoch 1686 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 1379.03 ms [2021-09-05 13:19:10 main:574] : INFO : Epoch 1687 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1380.01 ms [2021-09-05 13:19:11 main:574] : INFO : Epoch 1688 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 1378.18 ms [2021-09-05 13:19:13 main:574] : INFO : Epoch 1689 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1374.02 ms [2021-09-05 13:19:14 main:574] : INFO : Epoch 1690 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1378.56 ms [2021-09-05 13:19:15 main:574] : INFO : Epoch 1691 | loss: 0.031165 | val_loss: 0.031177 | Time: 1381.52 ms [2021-09-05 13:19:17 main:574] : INFO : Epoch 1692 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 1380.17 ms [2021-09-05 13:19:18 main:574] : INFO : Epoch 1693 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 1383.58 ms [2021-09-05 13:19:20 main:574] : INFO : Epoch 1694 | loss: 0.0311644 | val_loss: 0.031176 | Time: 1382.45 ms [2021-09-05 13:19:21 main:574] : INFO : Epoch 1695 | loss: 0.031165 | val_loss: 0.0311762 | Time: 1380.86 ms [2021-09-05 13:19:22 main:574] : INFO : Epoch 1696 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 1378.98 ms [2021-09-05 13:19:24 main:574] : INFO : Epoch 1697 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 1379.85 ms [2021-09-05 13:19:25 main:574] : INFO : Epoch 1698 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 1384.1 ms [2021-09-05 13:19:27 main:574] : INFO : Epoch 1699 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 1375.49 ms [2021-09-05 13:19:28 main:574] : INFO : Epoch 1700 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1376.93 ms [2021-09-05 13:19:29 main:574] : INFO : Epoch 1701 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 1379.4 ms [2021-09-05 13:19:31 main:574] : INFO : Epoch 1702 | loss: 0.0311637 | val_loss: 0.031174 | Time: 1379.37 ms [2021-09-05 13:19:32 main:574] : INFO : Epoch 1703 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 1376.19 ms [2021-09-05 13:19:34 main:574] : INFO : Epoch 1704 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 1379.41 ms [2021-09-05 13:19:35 main:574] : INFO : Epoch 1705 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 1384.36 ms [2021-09-05 13:19:36 main:574] : INFO : Epoch 1706 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 1378.17 ms [2021-09-05 13:19:38 main:574] : INFO : Epoch 1707 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 1380.21 ms [2021-09-05 13:19:39 main:574] : INFO : Epoch 1708 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 1379.79 ms [2021-09-05 13:19:41 main:574] : INFO : Epoch 1709 | loss: 0.0311659 | val_loss: 0.031177 | Time: 1376.46 ms [2021-09-05 13:19:42 main:574] : INFO : Epoch 1710 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 1380.12 ms [2021-09-05 13:19:43 main:574] : INFO : Epoch 1711 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 1379.46 ms [2021-09-05 13:19:45 main:574] : INFO : Epoch 1712 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1377.36 ms [2021-09-05 13:19:46 main:574] : INFO : Epoch 1713 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 1380.54 ms [2021-09-05 13:19:48 main:574] : INFO : Epoch 1714 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 1379.48 ms [2021-09-05 13:19:49 main:574] : INFO : Epoch 1715 | loss: 0.0311693 | val_loss: 0.0311825 | Time: 1381.13 ms [2021-09-05 13:19:50 main:574] : INFO : Epoch 1716 | loss: 0.0311677 | val_loss: 0.0311782 | Time: 1378.92 ms [2021-09-05 13:19:52 main:574] : INFO : Epoch 1717 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1379.8 ms [2021-09-05 13:19:53 main:574] : INFO : Epoch 1718 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 1383.4 ms [2021-09-05 13:19:55 main:574] : INFO : Epoch 1719 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 1377.78 ms [2021-09-05 13:19:56 main:574] : INFO : Epoch 1720 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 1379.66 ms [2021-09-05 13:19:57 main:574] : INFO : Epoch 1721 | loss: 0.031165 | val_loss: 0.0311798 | Time: 1380.33 ms [2021-09-05 13:19:59 main:574] : INFO : Epoch 1722 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 1382.05 ms [2021-09-05 13:20:00 main:574] : INFO : Epoch 1723 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 1380.18 ms [2021-09-05 13:20:02 main:574] : INFO : Epoch 1724 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 1378.14 ms [2021-09-05 13:20:03 main:574] : INFO : Epoch 1725 | loss: 0.031166 | val_loss: 0.031177 | Time: 1375.89 ms [2021-09-05 13:20:04 main:574] : INFO : Epoch 1726 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 1382.74 ms [2021-09-05 13:20:06 main:574] : INFO : Epoch 1727 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 1383.47 ms [2021-09-05 13:20:07 main:574] : INFO : Epoch 1728 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 1380.01 ms [2021-09-05 13:20:09 main:574] : INFO : Epoch 1729 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 1388.48 ms [2021-09-05 13:20:10 main:574] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 1381.77 ms [2021-09-05 13:20:12 main:574] : INFO : Epoch 1731 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1376.79 ms [2021-09-05 13:20:13 main:574] : INFO : Epoch 1732 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 1377.73 ms [2021-09-05 13:20:14 main:574] : INFO : Epoch 1733 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 1380.07 ms [2021-09-05 13:20:16 main:574] : INFO : Epoch 1734 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 1381.82 ms [2021-09-05 13:20:17 main:574] : INFO : Epoch 1735 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 1377.46 ms [2021-09-05 13:20:19 main:574] : INFO : Epoch 1736 | loss: 0.031163 | val_loss: 0.0311758 | Time: 1377.89 ms [2021-09-05 13:20:20 main:574] : INFO : Epoch 1737 | loss: 0.0311617 | val_loss: 0.0311759 | Time: 1377.43 ms [2021-09-05 13:20:21 main:574] : INFO : Epoch 1738 | loss: 0.031165 | val_loss: 0.0311785 | Time: 1384.77 ms [2021-09-05 13:20:23 main:574] : INFO : Epoch 1739 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 1382.1 ms [2021-09-05 13:20:24 main:574] : INFO : Epoch 1740 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 1379.29 ms [2021-09-05 13:20:26 main:574] : INFO : Epoch 1741 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 1379.5 ms [2021-09-05 13:20:27 main:574] : INFO : Epoch 1742 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 1378.14 ms [2021-09-05 13:20:28 main:574] : INFO : Epoch 1743 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 1376.23 ms [2021-09-05 13:20:30 main:574] : INFO : Epoch 1744 | loss: 0.0311692 | val_loss: 0.031181 | Time: 1381.56 ms [2021-09-05 13:20:31 main:574] : INFO : Epoch 1745 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1378.04 ms [2021-09-05 13:20:33 main:574] : INFO : Epoch 1746 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 1380.99 ms [2021-09-05 13:20:34 main:574] : INFO : Epoch 1747 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 1382.42 ms [2021-09-05 13:20:35 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 1378.5 ms [2021-09-05 13:20:37 main:574] : INFO : Epoch 1749 | loss: 0.0311698 | val_loss: 0.031175 | Time: 1380.41 ms [2021-09-05 13:20:38 main:574] : INFO : Epoch 1750 | loss: 0.031176 | val_loss: 0.0311796 | Time: 1378.63 ms [2021-09-05 13:20:40 main:574] : INFO : Epoch 1751 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 1375.21 ms [2021-09-05 13:20:41 main:574] : INFO : Epoch 1752 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 1375.76 ms [2021-09-05 13:20:42 main:574] : INFO : Epoch 1753 | loss: 0.0311707 | val_loss: 0.0311726 | Time: 1381.85 ms [2021-09-05 13:20:44 main:574] : INFO : Epoch 1754 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 1378.37 ms [2021-09-05 13:20:45 main:574] : INFO : Epoch 1755 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1379.85 ms [2021-09-05 13:20:47 main:574] : INFO : Epoch 1756 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1379.9 ms [2021-09-05 13:20:48 main:574] : INFO : Epoch 1757 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 1380.27 ms [2021-09-05 13:20:49 main:574] : INFO : Epoch 1758 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 1375.16 ms [2021-09-05 13:20:51 main:574] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1382.75 ms [2021-09-05 13:20:52 main:574] : INFO : Epoch 1760 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 1382.76 ms [2021-09-05 13:20:54 main:574] : INFO : Epoch 1761 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 1381.47 ms [2021-09-05 13:20:55 main:574] : INFO : Epoch 1762 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 1378.27 ms [2021-09-05 13:20:56 main:574] : INFO : Epoch 1763 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1377.77 ms [2021-09-05 13:20:58 main:574] : INFO : Epoch 1764 | loss: 0.0311713 | val_loss: 0.031184 | Time: 1375.79 ms [2021-09-05 13:20:59 main:574] : INFO : Epoch 1765 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 1379.03 ms [2021-09-05 13:21:01 main:574] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.031178 | Time: 1379.99 ms [2021-09-05 13:21:02 main:574] : INFO : Epoch 1767 | loss: 0.0311673 | val_loss: 0.0311804 | Time: 1377.34 ms [2021-09-05 13:21:03 main:574] : INFO : Epoch 1768 | loss: 0.0311671 | val_loss: 0.0311752 | Time: 1382.07 ms [2021-09-05 13:21:05 main:574] : INFO : Epoch 1769 | loss: 0.0311676 | val_loss: 0.031175 | Time: 1378.7 ms [2021-09-05 13:21:06 main:574] : INFO : Epoch 1770 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 1380.07 ms [2021-09-05 13:21:08 main:574] : INFO : Epoch 1771 | loss: 0.0311673 | val_loss: 0.031179 | Time: 1379.29 ms [2021-09-05 13:21:09 main:574] : INFO : Epoch 1772 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 1389.96 ms [2021-09-05 13:21:10 main:574] : INFO : Epoch 1773 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 1381.49 ms [2021-09-05 13:21:12 main:574] : INFO : Epoch 1774 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 1379.39 ms [2021-09-05 13:21:13 main:574] : INFO : Epoch 1775 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 1377.15 ms [2021-09-05 13:21:15 main:574] : INFO : Epoch 1776 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 1383.81 ms [2021-09-05 13:21:16 main:574] : INFO : Epoch 1777 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 1376.45 ms [2021-09-05 13:21:17 main:574] : INFO : Epoch 1778 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 1377.88 ms [2021-09-05 13:21:19 main:574] : INFO : Epoch 1779 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 1378.4 ms [2021-09-05 13:21:20 main:574] : INFO : Epoch 1780 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1381.86 ms [2021-09-05 13:21:22 main:574] : INFO : Epoch 1781 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1380.2 ms [2021-09-05 13:21:23 main:574] : INFO : Epoch 1782 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 1382.23 ms [2021-09-05 13:21:24 main:574] : INFO : Epoch 1783 | loss: 0.0311657 | val_loss: 0.0311816 | Time: 1377.84 ms [2021-09-05 13:21:26 main:574] : INFO : Epoch 1784 | loss: 0.031166 | val_loss: 0.0311778 | Time: 1376.35 ms [2021-09-05 13:21:27 main:574] : INFO : Epoch 1785 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1378.65 ms [2021-09-05 13:21:29 main:574] : INFO : Epoch 1786 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 1379.62 ms [2021-09-05 13:21:30 main:574] : INFO : Epoch 1787 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1376.56 ms [2021-09-05 13:21:31 main:574] : INFO : Epoch 1788 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 1377.52 ms [2021-09-05 13:21:33 main:574] : INFO : Epoch 1789 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 1383.61 ms [2021-09-05 13:21:34 main:574] : INFO : Epoch 1790 | loss: 0.0311633 | val_loss: 0.0311779 | Time: 1379.07 ms [2021-09-05 13:21:36 main:574] : INFO : Epoch 1791 | loss: 0.031163 | val_loss: 0.0311729 | Time: 1374.54 ms [2021-09-05 13:21:37 main:574] : INFO : Epoch 1792 | loss: 0.031164 | val_loss: 0.0311731 | Time: 1384.94 ms [2021-09-05 13:21:38 main:574] : INFO : Epoch 1793 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 1376.95 ms [2021-09-05 13:21:40 main:574] : INFO : Epoch 1794 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1376.77 ms [2021-09-05 13:21:41 main:574] : INFO : Epoch 1795 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 1376.37 ms [2021-09-05 13:21:43 main:574] : INFO : Epoch 1796 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 1379.28 ms [2021-09-05 13:21:44 main:574] : INFO : Epoch 1797 | loss: 0.031161 | val_loss: 0.0311729 | Time: 1382.58 ms [2021-09-05 13:21:45 main:574] : INFO : Epoch 1798 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 1382.58 ms [2021-09-05 13:21:47 main:574] : INFO : Epoch 1799 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 1376.16 ms [2021-09-05 13:21:48 main:574] : INFO : Epoch 1800 | loss: 0.0311612 | val_loss: 0.0311739 | Time: 1380.84 ms [2021-09-05 13:21:50 main:574] : INFO : Epoch 1801 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 1380.74 ms [2021-09-05 13:21:51 main:574] : INFO : Epoch 1802 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 1378.23 ms [2021-09-05 13:21:52 main:574] : INFO : Epoch 1803 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 1374.58 ms [2021-09-05 13:21:54 main:574] : INFO : Epoch 1804 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 1379.49 ms [2021-09-05 13:21:55 main:574] : INFO : Epoch 1805 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 1381.44 ms [2021-09-05 13:21:57 main:574] : INFO : Epoch 1806 | loss: 0.0311635 | val_loss: 0.031173 | Time: 1383.16 ms [2021-09-05 13:21:58 main:574] : INFO : Epoch 1807 | loss: 0.0311652 | val_loss: 0.0311851 | Time: 1377.43 ms [2021-09-05 13:21:59 main:574] : INFO : Epoch 1808 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 1381.11 ms [2021-09-05 13:22:01 main:574] : INFO : Epoch 1809 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 1379.5 ms [2021-09-05 13:22:02 main:574] : INFO : Epoch 1810 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 1377.45 ms [2021-09-05 13:22:04 main:574] : INFO : Epoch 1811 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 1382.73 ms [2021-09-05 13:22:05 main:574] : INFO : Epoch 1812 | loss: 0.031167 | val_loss: 0.031171 | Time: 1383.66 ms [2021-09-05 13:22:06 main:574] : INFO : Epoch 1813 | loss: 0.031166 | val_loss: 0.0311712 | Time: 1373.5 ms [2021-09-05 13:22:08 main:574] : INFO : Epoch 1814 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 1387.15 ms [2021-09-05 13:22:09 main:574] : INFO : Epoch 1815 | loss: 0.0311665 | val_loss: 0.0311715 | Time: 1377.42 ms [2021-09-05 13:22:11 main:574] : INFO : Epoch 1816 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 1376.15 ms [2021-09-05 13:22:12 main:574] : INFO : Epoch 1817 | loss: 0.031167 | val_loss: 0.031175 | Time: 1377.7 ms [2021-09-05 13:22:13 main:574] : INFO : Epoch 1818 | loss: 0.0311668 | val_loss: 0.031173 | Time: 1378.43 ms [2021-09-05 13:22:15 main:574] : INFO : Epoch 1819 | loss: 0.0311644 | val_loss: 0.0311806 | Time: 1374.82 ms [2021-09-05 13:22:16 main:574] : INFO : Epoch 1820 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 1381.13 ms [2021-09-05 13:22:18 main:574] : INFO : Epoch 1821 | loss: 0.031172 | val_loss: 0.0311752 | Time: 1379.98 ms [2021-09-05 13:22:19 main:574] : INFO : Epoch 1822 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 1377.8 ms [2021-09-05 13:22:20 main:574] : INFO : Epoch 1823 | loss: 0.0311686 | val_loss: 0.031175 | Time: 1378.84 ms [2021-09-05 13:22:22 main:574] : INFO : Epoch 1824 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 1379.96 ms [2021-09-05 13:22:23 main:574] : INFO : Epoch 1825 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1379.48 ms [2021-09-05 13:22:25 main:574] : INFO : Epoch 1826 | loss: 0.0311658 | val_loss: 0.031175 | Time: 1380.86 ms [2021-09-05 13:22:26 main:574] : INFO : Epoch 1827 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1379.41 ms [2021-09-05 13:22:27 main:574] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 1377.6 ms [2021-09-05 13:22:29 main:574] : INFO : Epoch 1829 | loss: 0.0311653 | val_loss: 0.031174 | Time: 1378.63 ms [2021-09-05 13:22:30 main:574] : INFO : Epoch 1830 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1376.47 ms [2021-09-05 13:22:32 main:574] : INFO : Epoch 1831 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 1379.04 ms [2021-09-05 13:22:33 main:574] : INFO : Epoch 1832 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 1380.48 ms [2021-09-05 13:22:34 main:574] : INFO : Epoch 1833 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 1373.73 ms [2021-09-05 13:22:36 main:574] : INFO : Epoch 1834 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 1379.32 ms [2021-09-05 13:22:37 main:574] : INFO : Epoch 1835 | loss: 0.0311803 | val_loss: 0.0311783 | Time: 1379.14 ms [2021-09-05 13:22:39 main:574] : INFO : Epoch 1836 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 1380.16 ms [2021-09-05 13:22:40 main:574] : INFO : Epoch 1837 | loss: 0.0311782 | val_loss: 0.0311755 | Time: 1380.06 ms [2021-09-05 13:22:41 main:574] : INFO : Epoch 1838 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 1377.54 ms [2021-09-05 13:22:43 main:574] : INFO : Epoch 1839 | loss: 0.031175 | val_loss: 0.0311765 | Time: 1381.64 ms [2021-09-05 13:22:44 main:574] : INFO : Epoch 1840 | loss: 0.0311731 | val_loss: 0.0311746 | Time: 1382.29 ms [2021-09-05 13:22:46 main:574] : INFO : Epoch 1841 | loss: 0.031173 | val_loss: 0.0311754 | Time: 1379.9 ms [2021-09-05 13:22:47 main:574] : INFO : Epoch 1842 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 1376.18 ms [2021-09-05 13:22:48 main:574] : INFO : Epoch 1843 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 1380.45 ms [2021-09-05 13:22:50 main:574] : INFO : Epoch 1844 | loss: 0.0311725 | val_loss: 0.031175 | Time: 1374.79 ms [2021-09-05 13:22:51 main:574] : INFO : Epoch 1845 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 1378.48 ms [2021-09-05 13:22:53 main:574] : INFO : Epoch 1846 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1377.08 ms [2021-09-05 13:22:54 main:574] : INFO : Epoch 1847 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 1380.86 ms [2021-09-05 13:22:55 main:574] : INFO : Epoch 1848 | loss: 0.0311692 | val_loss: 0.0311745 | Time: 1375.55 ms [2021-09-05 13:22:57 main:574] : INFO : Epoch 1849 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 1379.85 ms [2021-09-05 13:22:58 main:574] : INFO : Epoch 1850 | loss: 0.0311719 | val_loss: 0.0311709 | Time: 1381.81 ms [2021-09-05 13:23:00 main:574] : INFO : Epoch 1851 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1381.52 ms [2021-09-05 13:23:01 main:574] : INFO : Epoch 1852 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 1379.42 ms [2021-09-05 13:23:02 main:574] : INFO : Epoch 1853 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 1377.95 ms [2021-09-05 13:23:04 main:574] : INFO : Epoch 1854 | loss: 0.0311684 | val_loss: 0.0311706 | Time: 1376.3 ms [2021-09-05 13:23:05 main:574] : INFO : Epoch 1855 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1380.24 ms [2021-09-05 13:23:07 main:574] : INFO : Epoch 1856 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 1381.71 ms [2021-09-05 13:23:08 main:574] : INFO : Epoch 1857 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 1379.7 ms [2021-09-05 13:23:09 main:574] : INFO : Epoch 1858 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 1378.95 ms [2021-09-05 13:23:11 main:574] : INFO : Epoch 1859 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 1378.12 ms [2021-09-05 13:23:12 main:574] : INFO : Epoch 1860 | loss: 0.0311695 | val_loss: 0.0311718 | Time: 1381 ms [2021-09-05 13:23:14 main:574] : INFO : Epoch 1861 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 1382.29 ms [2021-09-05 13:23:15 main:574] : INFO : Epoch 1862 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1377.88 ms [2021-09-05 13:23:16 main:574] : INFO : Epoch 1863 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 1378.64 ms [2021-09-05 13:23:18 main:574] : INFO : Epoch 1864 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 1381.52 ms [2021-09-05 13:23:19 main:574] : INFO : Epoch 1865 | loss: 0.0311688 | val_loss: 0.0311707 | Time: 1383.29 ms [2021-09-05 13:23:21 main:574] : INFO : Epoch 1866 | loss: 0.0311685 | val_loss: 0.031178 | Time: 1378.06 ms [2021-09-05 13:23:22 main:574] : INFO : Epoch 1867 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 1377.47 ms [2021-09-05 13:23:23 main:574] : INFO : Epoch 1868 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 1379.7 ms [2021-09-05 13:23:25 main:574] : INFO : Epoch 1869 | loss: 0.0311641 | val_loss: 0.0311725 | Time: 1379.24 ms [2021-09-05 13:23:26 main:574] : INFO : Epoch 1870 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 1381.27 ms [2021-09-05 13:23:28 main:574] : INFO : Epoch 1871 | loss: 0.031166 | val_loss: 0.0311722 | Time: 1371.82 ms [2021-09-05 13:23:29 main:574] : INFO : Epoch 1872 | loss: 0.031169 | val_loss: 0.0311725 | Time: 1380.76 ms [2021-09-05 13:23:30 main:574] : INFO : Epoch 1873 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 1380.05 ms [2021-09-05 13:23:32 main:574] : INFO : Epoch 1874 | loss: 0.0311663 | val_loss: 0.031171 | Time: 1379.53 ms [2021-09-05 13:23:33 main:574] : INFO : Epoch 1875 | loss: 0.0311672 | val_loss: 0.0311728 | Time: 1376.13 ms [2021-09-05 13:23:35 main:574] : INFO : Epoch 1876 | loss: 0.0311656 | val_loss: 0.0311714 | Time: 1381.93 ms [2021-09-05 13:23:36 main:574] : INFO : Epoch 1877 | loss: 0.031166 | val_loss: 0.0311728 | Time: 1376.25 ms [2021-09-05 13:23:37 main:574] : INFO : Epoch 1878 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1379.62 ms [2021-09-05 13:23:39 main:574] : INFO : Epoch 1879 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 1375.67 ms [2021-09-05 13:23:40 main:574] : INFO : Epoch 1880 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 1379.73 ms [2021-09-05 13:23:42 main:574] : INFO : Epoch 1881 | loss: 0.031169 | val_loss: 0.0311753 | Time: 1374.22 ms [2021-09-05 13:23:43 main:574] : INFO : Epoch 1882 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 1378.84 ms [2021-09-05 13:23:44 main:574] : INFO : Epoch 1883 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1377.58 ms [2021-09-05 13:23:46 main:574] : INFO : Epoch 1884 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 1378.13 ms [2021-09-05 13:23:47 main:574] : INFO : Epoch 1885 | loss: 0.0311778 | val_loss: 0.0311741 | Time: 1376.81 ms [2021-09-05 13:23:49 main:574] : INFO : Epoch 1886 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 1379.77 ms [2021-09-05 13:23:50 main:574] : INFO : Epoch 1887 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 1381.37 ms [2021-09-05 13:23:51 main:574] : INFO : Epoch 1888 | loss: 0.031167 | val_loss: 0.0311718 | Time: 1378.96 ms [2021-09-05 13:23:53 main:574] : INFO : Epoch 1889 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1376.64 ms [2021-09-05 13:23:54 main:574] : INFO : Epoch 1890 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 1380.79 ms [2021-09-05 13:23:56 main:574] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 1378.59 ms [2021-09-05 13:23:57 main:574] : INFO : Epoch 1892 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 1378.75 ms [2021-09-05 13:23:58 main:574] : INFO : Epoch 1893 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 1376.13 ms [2021-09-05 13:24:00 main:574] : INFO : Epoch 1894 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 1377.44 ms [2021-09-05 13:24:01 main:574] : INFO : Epoch 1895 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 1377.83 ms [2021-09-05 13:24:03 main:574] : INFO : Epoch 1896 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 1378.27 ms [2021-09-05 13:24:04 main:574] : INFO : Epoch 1897 | loss: 0.0311645 | val_loss: 0.031172 | Time: 1373.82 ms [2021-09-05 13:24:05 main:574] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.031172 | Time: 1381.38 ms [2021-09-05 13:24:07 main:574] : INFO : Epoch 1899 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 1380.61 ms [2021-09-05 13:24:08 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1384.27 ms [2021-09-05 13:24:10 main:574] : INFO : Epoch 1901 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 1378.76 ms [2021-09-05 13:24:11 main:574] : INFO : Epoch 1902 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 1384.2 ms [2021-09-05 13:24:13 main:574] : INFO : Epoch 1903 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 1380.65 ms [2021-09-05 13:24:14 main:574] : INFO : Epoch 1904 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1382.15 ms [2021-09-05 13:24:15 main:574] : INFO : Epoch 1905 | loss: 0.0311681 | val_loss: 0.0311808 | Time: 1381.57 ms [2021-09-05 13:24:17 main:574] : INFO : Epoch 1906 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 1380.67 ms [2021-09-05 13:24:18 main:574] : INFO : Epoch 1907 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1381.34 ms [2021-09-05 13:24:20 main:574] : INFO : Epoch 1908 | loss: 0.0311675 | val_loss: 0.031174 | Time: 1383.33 ms [2021-09-05 13:24:21 main:574] : INFO : Epoch 1909 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 1376.96 ms [2021-09-05 13:24:22 main:574] : INFO : Epoch 1910 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 1378.19 ms [2021-09-05 13:24:24 main:574] : INFO : Epoch 1911 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 1378.9 ms [2021-09-05 13:24:25 main:574] : INFO : Epoch 1912 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 1377.16 ms [2021-09-05 13:24:26 main:574] : INFO : Epoch 1913 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 1381.34 ms [2021-09-05 13:24:28 main:574] : INFO : Epoch 1914 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 1382.8 ms [2021-09-05 13:24:29 main:574] : INFO : Epoch 1915 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 1377.38 ms [2021-09-05 13:24:31 main:574] : INFO : Epoch 1916 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1376 ms [2021-09-05 13:24:32 main:574] : INFO : Epoch 1917 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 1380.95 ms [2021-09-05 13:24:34 main:574] : INFO : Epoch 1918 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1380.63 ms [2021-09-05 13:24:35 main:574] : INFO : Epoch 1919 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 1377.64 ms [2021-09-05 13:24:36 main:574] : INFO : Epoch 1920 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1381.14 ms [2021-09-05 13:24:38 main:574] : INFO : Epoch 1921 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1381.22 ms [2021-09-05 13:24:39 main:574] : INFO : Epoch 1922 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1377.98 ms [2021-09-05 13:24:41 main:574] : INFO : Epoch 1923 | loss: 0.031168 | val_loss: 0.0311802 | Time: 1378.46 ms [2021-09-05 13:24:42 main:574] : INFO : Epoch 1924 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 1380.79 ms [2021-09-05 13:24:43 main:574] : INFO : Epoch 1925 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 1375.93 ms [2021-09-05 13:24:45 main:574] : INFO : Epoch 1926 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 1380.68 ms [2021-09-05 13:24:46 main:574] : INFO : Epoch 1927 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 1377.37 ms [2021-09-05 13:24:47 main:574] : INFO : Epoch 1928 | loss: 0.0311654 | val_loss: 0.0311746 | Time: 1375.72 ms [2021-09-05 13:24:49 main:574] : INFO : Epoch 1929 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 1381.06 ms [2021-09-05 13:24:50 main:574] : INFO : Epoch 1930 | loss: 0.031164 | val_loss: 0.0311734 | Time: 1380.49 ms [2021-09-05 13:24:52 main:574] : INFO : Epoch 1931 | loss: 0.031164 | val_loss: 0.0311731 | Time: 1381.07 ms [2021-09-05 13:24:53 main:574] : INFO : Epoch 1932 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 1377.52 ms [2021-09-05 13:24:54 main:574] : INFO : Epoch 1933 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1380.95 ms [2021-09-05 13:24:56 main:574] : INFO : Epoch 1934 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 1381.53 ms [2021-09-05 13:24:57 main:574] : INFO : Epoch 1935 | loss: 0.031166 | val_loss: 0.031174 | Time: 1378.35 ms [2021-09-05 13:24:59 main:574] : INFO : Epoch 1936 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 1378.22 ms [2021-09-05 13:25:00 main:574] : INFO : Epoch 1937 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 1383.33 ms [2021-09-05 13:25:02 main:574] : INFO : Epoch 1938 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1383.44 ms [2021-09-05 13:25:03 main:574] : INFO : Epoch 1939 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1377.13 ms [2021-09-05 13:25:04 main:574] : INFO : Epoch 1940 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 1378.23 ms [2021-09-05 13:25:06 main:574] : INFO : Epoch 1941 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1377.28 ms [2021-09-05 13:25:07 main:574] : INFO : Epoch 1942 | loss: 0.031168 | val_loss: 0.0311753 | Time: 1378.15 ms [2021-09-05 13:25:09 main:574] : INFO : Epoch 1943 | loss: 0.031168 | val_loss: 0.0311724 | Time: 1384.26 ms [2021-09-05 13:25:10 main:574] : INFO : Epoch 1944 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 1378.71 ms [2021-09-05 13:25:11 main:574] : INFO : Epoch 1945 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1380.4 ms [2021-09-05 13:25:13 main:574] : INFO : Epoch 1946 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 1377.76 ms [2021-09-05 13:25:14 main:574] : INFO : Epoch 1947 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 1378.86 ms [2021-09-05 13:25:16 main:574] : INFO : Epoch 1948 | loss: 0.0311661 | val_loss: 0.031175 | Time: 1377.03 ms [2021-09-05 13:25:17 main:574] : INFO : Epoch 1949 | loss: 0.0311679 | val_loss: 0.031181 | Time: 1381.86 ms [2021-09-05 13:25:18 main:574] : INFO : Epoch 1950 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 1380.35 ms [2021-09-05 13:25:20 main:574] : INFO : Epoch 1951 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 1380.12 ms [2021-09-05 13:25:21 main:574] : INFO : Epoch 1952 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 1379.31 ms [2021-09-05 13:25:23 main:574] : INFO : Epoch 1953 | loss: 0.0311674 | val_loss: 0.031181 | Time: 1378.27 ms [2021-09-05 13:25:24 main:574] : INFO : Epoch 1954 | loss: 0.0311672 | val_loss: 0.031175 | Time: 1377.04 ms [2021-09-05 13:25:25 main:574] : INFO : Epoch 1955 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1378.73 ms [2021-09-05 13:25:27 main:574] : INFO : Epoch 1956 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1373.79 ms [2021-09-05 13:25:28 main:574] : INFO : Epoch 1957 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 1381.32 ms [2021-09-05 13:25:30 main:574] : INFO : Epoch 1958 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 1379.82 ms [2021-09-05 13:25:31 main:574] : INFO : Epoch 1959 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 1384.05 ms [2021-09-05 13:25:32 main:574] : INFO : Epoch 1960 | loss: 0.031167 | val_loss: 0.0311802 | Time: 1383.29 ms [2021-09-05 13:25:34 main:574] : INFO : Epoch 1961 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 1380.78 ms [2021-09-05 13:25:35 main:574] : INFO : Epoch 1962 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 1380.73 ms [2021-09-05 13:25:37 main:574] : INFO : Epoch 1963 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 1379.03 ms [2021-09-05 13:25:38 main:574] : INFO : Epoch 1964 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1384.82 ms [2021-09-05 13:25:39 main:574] : INFO : Epoch 1965 | loss: 0.031165 | val_loss: 0.031175 | Time: 1381.23 ms [2021-09-05 13:25:41 main:574] : INFO : Epoch 1966 | loss: 0.031164 | val_loss: 0.0311736 | Time: 1380 ms [2021-09-05 13:25:42 main:574] : INFO : Epoch 1967 | loss: 0.031166 | val_loss: 0.0311889 | Time: 1378.21 ms [2021-09-05 13:25:44 main:574] : INFO : Epoch 1968 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 1380.34 ms [2021-09-05 13:25:45 main:574] : INFO : Epoch 1969 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 1381.03 ms [2021-09-05 13:25:46 main:574] : INFO : Epoch 1970 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 1378.71 ms [2021-09-05 13:25:48 main:574] : INFO : Epoch 1971 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 1379.44 ms [2021-09-05 13:25:49 main:574] : INFO : Epoch 1972 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 1375.15 ms [2021-09-05 13:25:51 main:574] : INFO : Epoch 1973 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 1379.62 ms [2021-09-05 13:25:52 main:574] : INFO : Epoch 1974 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 1379.74 ms [2021-09-05 13:25:53 main:574] : INFO : Epoch 1975 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 1381.3 ms [2021-09-05 13:25:55 main:574] : INFO : Epoch 1976 | loss: 0.0311641 | val_loss: 0.0311736 | Time: 1376.83 ms [2021-09-05 13:25:56 main:574] : INFO : Epoch 1977 | loss: 0.0311692 | val_loss: 0.0311805 | Time: 1380.21 ms [2021-09-05 13:25:58 main:574] : INFO : Epoch 1978 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1378.15 ms [2021-09-05 13:25:59 main:574] : INFO : Epoch 1979 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 1381.48 ms [2021-09-05 13:26:00 main:574] : INFO : Epoch 1980 | loss: 0.0311703 | val_loss: 0.0311858 | Time: 1379.9 ms [2021-09-05 13:26:02 main:574] : INFO : Epoch 1981 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1381.06 ms [2021-09-05 13:26:03 main:574] : INFO : Epoch 1982 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 1378.87 ms [2021-09-05 13:26:05 main:574] : INFO : Epoch 1983 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1381.61 ms [2021-09-05 13:26:06 main:574] : INFO : Epoch 1984 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 1378.33 ms [2021-09-05 13:26:07 main:574] : INFO : Epoch 1985 | loss: 0.0311657 | val_loss: 0.0311759 | Time: 1380.22 ms [2021-09-05 13:26:09 main:574] : INFO : Epoch 1986 | loss: 0.0311646 | val_loss: 0.0311776 | Time: 1382.93 ms [2021-09-05 13:26:10 main:574] : INFO : Epoch 1987 | loss: 0.0311666 | val_loss: 0.0311786 | Time: 1382.44 ms [2021-09-05 13:26:12 main:574] : INFO : Epoch 1988 | loss: 0.0311659 | val_loss: 0.0311773 | Time: 1378.96 ms [2021-09-05 13:26:13 main:574] : INFO : Epoch 1989 | loss: 0.0311655 | val_loss: 0.0311847 | Time: 1379.53 ms [2021-09-05 13:26:14 main:574] : INFO : Epoch 1990 | loss: 0.0311676 | val_loss: 0.031175 | Time: 1377.97 ms [2021-09-05 13:26:16 main:574] : INFO : Epoch 1991 | loss: 0.0311666 | val_loss: 0.0311747 | Time: 1382.43 ms [2021-09-05 13:26:17 main:574] : INFO : Epoch 1992 | loss: 0.0311657 | val_loss: 0.0311776 | Time: 1380.85 ms [2021-09-05 13:26:19 main:574] : INFO : Epoch 1993 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 1376.81 ms [2021-09-05 13:26:20 main:574] : INFO : Epoch 1994 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 1380.82 ms [2021-09-05 13:26:21 main:574] : INFO : Epoch 1995 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 1381.17 ms [2021-09-05 13:26:23 main:574] : INFO : Epoch 1996 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 1377.91 ms [2021-09-05 13:26:24 main:574] : INFO : Epoch 1997 | loss: 0.0311654 | val_loss: 0.0311776 | Time: 1380.94 ms [2021-09-05 13:26:26 main:574] : INFO : Epoch 1998 | loss: 0.0311652 | val_loss: 0.031176 | Time: 1380.26 ms [2021-09-05 13:26:27 main:574] : INFO : Epoch 1999 | loss: 0.0311654 | val_loss: 0.0311846 | Time: 1379.26 ms [2021-09-05 13:26:28 main:574] : INFO : Epoch 2000 | loss: 0.0311679 | val_loss: 0.0311845 | Time: 1378.04 ms [2021-09-05 13:26:30 main:574] : INFO : Epoch 2001 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 1379.18 ms [2021-09-05 13:26:31 main:574] : INFO : Epoch 2002 | loss: 0.0311648 | val_loss: 0.0311725 | Time: 1377.61 ms [2021-09-05 13:26:33 main:574] : INFO : Epoch 2003 | loss: 0.0311647 | val_loss: 0.03118 | Time: 1379.94 ms [2021-09-05 13:26:34 main:574] : INFO : Epoch 2004 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 1377.88 ms [2021-09-05 13:26:35 main:574] : INFO : Epoch 2005 | loss: 0.0311648 | val_loss: 0.0311787 | Time: 1377.75 ms [2021-09-05 13:26:37 main:574] : INFO : Epoch 2006 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 1375.52 ms [2021-09-05 13:26:38 main:574] : INFO : Epoch 2007 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1380.86 ms [2021-09-05 13:26:40 main:574] : INFO : Epoch 2008 | loss: 0.0311658 | val_loss: 0.0311746 | Time: 1380.75 ms [2021-09-05 13:26:41 main:574] : INFO : Epoch 2009 | loss: 0.0311639 | val_loss: 0.031176 | Time: 1379.46 ms [2021-09-05 13:26:42 main:574] : INFO : Epoch 2010 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 1377.26 ms [2021-09-05 13:26:44 main:574] : INFO : Epoch 2011 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 1383.04 ms [2021-09-05 13:26:45 main:574] : INFO : Epoch 2012 | loss: 0.031164 | val_loss: 0.0311742 | Time: 1378.39 ms [2021-09-05 13:26:47 main:574] : INFO : Epoch 2013 | loss: 0.0311619 | val_loss: 0.0311769 | Time: 1375.15 ms [2021-09-05 13:26:48 main:574] : INFO : Epoch 2014 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 1380.68 ms [2021-09-05 13:26:49 main:574] : INFO : Epoch 2015 | loss: 0.0311671 | val_loss: 0.0311833 | Time: 1381.83 ms [2021-09-05 13:26:51 main:574] : INFO : Epoch 2016 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 1380.12 ms [2021-09-05 13:26:52 main:574] : INFO : Epoch 2017 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 1377.21 ms [2021-09-05 13:26:54 main:574] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.031176 | Time: 1376.82 ms [2021-09-05 13:26:55 main:574] : INFO : Epoch 2019 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 1376.76 ms [2021-09-05 13:26:56 main:574] : INFO : Epoch 2020 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 1380.19 ms [2021-09-05 13:26:58 main:574] : INFO : Epoch 2021 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 1381.23 ms [2021-09-05 13:26:59 main:574] : INFO : Epoch 2022 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 1375.86 ms [2021-09-05 13:27:01 main:574] : INFO : Epoch 2023 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 1388.92 ms [2021-09-05 13:27:02 main:574] : INFO : Epoch 2024 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1386.62 ms [2021-09-05 13:27:03 main:574] : INFO : Epoch 2025 | loss: 0.0311657 | val_loss: 0.031172 | Time: 1379.03 ms [2021-09-05 13:27:05 main:574] : INFO : Epoch 2026 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 1383.52 ms [2021-09-05 13:27:06 main:574] : INFO : Epoch 2027 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 1379.18 ms [2021-09-05 13:27:08 main:574] : INFO : Epoch 2028 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 1379.93 ms [2021-09-05 13:27:09 main:574] : INFO : Epoch 2029 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1378.78 ms [2021-09-05 13:27:10 main:574] : INFO : Epoch 2030 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1382.04 ms [2021-09-05 13:27:12 main:574] : INFO : Epoch 2031 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 1379.07 ms [2021-09-05 13:27:13 main:574] : INFO : Epoch 2032 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 1380.79 ms [2021-09-05 13:27:15 main:574] : INFO : Epoch 2033 | loss: 0.0311667 | val_loss: 0.0311717 | Time: 1380.34 ms [2021-09-05 13:27:16 main:574] : INFO : Epoch 2034 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 1379.33 ms [2021-09-05 13:27:17 main:574] : INFO : Epoch 2035 | loss: 0.0311727 | val_loss: 0.0311745 | Time: 1379.74 ms [2021-09-05 13:27:19 main:574] : INFO : Epoch 2036 | loss: 0.031169 | val_loss: 0.0311729 | Time: 1377.47 ms [2021-09-05 13:27:20 main:574] : INFO : Epoch 2037 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 1379.07 ms [2021-09-05 13:27:22 main:574] : INFO : Epoch 2038 | loss: 0.0311779 | val_loss: 0.0311751 | Time: 1380.44 ms [2021-09-05 13:27:23 main:574] : INFO : Epoch 2039 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 1383.01 ms [2021-09-05 13:27:24 main:574] : INFO : Epoch 2040 | loss: 0.0311735 | val_loss: 0.031172 | Time: 1379.19 ms [2021-09-05 13:27:26 main:574] : INFO : Epoch 2041 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 1380.4 ms [2021-09-05 13:27:27 main:574] : INFO : Epoch 2042 | loss: 0.0311737 | val_loss: 0.0311721 | Time: 1375.71 ms [2021-09-05 13:27:29 main:574] : INFO : Epoch 2043 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 1380.79 ms [2021-09-05 13:27:30 main:574] : INFO : Epoch 2044 | loss: 0.0311725 | val_loss: 0.0311722 | Time: 1378.2 ms [2021-09-05 13:27:31 main:574] : INFO : Epoch 2045 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 1375.4 ms [2021-09-05 13:27:33 main:574] : INFO : Epoch 2046 | loss: 0.0311746 | val_loss: 0.031174 | Time: 1384.26 ms [2021-09-05 13:27:34 main:574] : INFO : Epoch 2047 | loss: 0.031172 | val_loss: 0.0311743 | Time: 1377.76 ms [2021-09-05 13:27:36 main:574] : INFO : Epoch 2048 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1381.15 ms [2021-09-05 13:27:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742 [2021-09-05 13:27:36 main:603] : INFO : Saving end state to config to file [2021-09-05 13:27:36 main:608] : INFO : Success, exiting.. 13:27:36 (18624): 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)