Task 14325858
| Name | ParityModified-1647046734-16854-3-0_0 |
| Workunit | 11376313 |
| Created | 3 Apr 2022, 22:29:54 UTC |
| Sent | 10 Apr 2022, 10:09:42 UTC |
| Report deadline | 18 Apr 2022, 10:09:42 UTC |
| Received | 11 Apr 2022, 0:37:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 33 sec |
| CPU time | 56 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 02:21:14 main:574] : INFO : Epoch 1542 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 1634.98 ms [2022-04-11 02:21:15 main:574] : INFO : Epoch 1543 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 1641.95 ms [2022-04-11 02:21:17 main:574] : INFO : Epoch 1544 | loss: 0.0311671 | val_loss: 0.031176 | Time: 1635.36 ms [2022-04-11 02:21:19 main:574] : INFO : Epoch 1545 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1632.88 ms [2022-04-11 02:21:20 main:574] : INFO : Epoch 1546 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1639.27 ms [2022-04-11 02:21:22 main:574] : INFO : Epoch 1547 | loss: 0.0311695 | val_loss: 0.0311821 | Time: 1628.76 ms [2022-04-11 02:21:24 main:574] : INFO : Epoch 1548 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 1632.28 ms [2022-04-11 02:21:25 main:574] : INFO : Epoch 1549 | loss: 0.031165 | val_loss: 0.0311726 | Time: 1630.18 ms [2022-04-11 02:21:27 main:574] : INFO : Epoch 1550 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 1643.99 ms [2022-04-11 02:21:28 main:574] : INFO : Epoch 1551 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 1633.52 ms [2022-04-11 02:21:30 main:574] : INFO : Epoch 1552 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 1637.57 ms [2022-04-11 02:21:32 main:574] : INFO : Epoch 1553 | loss: 0.0311626 | val_loss: 0.0311702 | Time: 1649.32 ms [2022-04-11 02:21:33 main:574] : INFO : Epoch 1554 | loss: 0.031164 | val_loss: 0.0311711 | Time: 1644.25 ms [2022-04-11 02:21:35 main:574] : INFO : Epoch 1555 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 1643.17 ms [2022-04-11 02:21:37 main:574] : INFO : Epoch 1556 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 1643.91 ms [2022-04-11 02:21:38 main:574] : INFO : Epoch 1557 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1645.79 ms [2022-04-11 02:21:40 main:574] : INFO : Epoch 1558 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 1637.78 ms [2022-04-11 02:21:42 main:574] : INFO : Epoch 1559 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 1634.1 ms [2022-04-11 02:21:43 main:574] : INFO : Epoch 1560 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1636.8 ms [2022-04-11 02:21:45 main:574] : INFO : Epoch 1561 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 1633.69 ms [2022-04-11 02:21:47 main:574] : INFO : Epoch 1562 | loss: 0.031163 | val_loss: 0.03117 | Time: 1639.87 ms [2022-04-11 02:21:59 main:574] : INFO : Epoch 1563 | loss: 0.0311639 | val_loss: 0.0311697 | Time: 12027.4 ms [2022-04-11 02:22:00 main:574] : INFO : Epoch 1564 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1640.48 ms [2022-04-11 02:22:02 main:574] : INFO : Epoch 1565 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 1641.97 ms [2022-04-11 02:22:03 main:574] : INFO : Epoch 1566 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 1643.78 ms [2022-04-11 02:22:05 main:574] : INFO : Epoch 1567 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 1645.99 ms [2022-04-11 02:22:07 main:574] : INFO : Epoch 1568 | loss: 0.0311641 | val_loss: 0.03117 | Time: 1633.7 ms [2022-04-11 02:22:08 main:574] : INFO : Epoch 1569 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 1630.41 ms [2022-04-11 02:22:10 main:574] : INFO : Epoch 1570 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1640.56 ms [2022-04-11 02:22:12 main:574] : INFO : Epoch 1571 | loss: 0.0311628 | val_loss: 0.0311684 | Time: 1636.2 ms [2022-04-11 02:22:13 main:574] : INFO : Epoch 1572 | loss: 0.0311631 | val_loss: 0.0311757 | Time: 1635.1 ms [2022-04-11 02:22:15 main:574] : INFO : Epoch 1573 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1633.8 ms [2022-04-11 02:22:17 main:574] : INFO : Epoch 1574 | loss: 0.0311644 | val_loss: 0.031169 | Time: 1649.52 ms [2022-04-11 02:22:18 main:574] : INFO : Epoch 1575 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 1627.75 ms [2022-04-11 02:22:20 main:574] : INFO : Epoch 1576 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1632.8 ms [2022-04-11 02:22:22 main:574] : INFO : Epoch 1577 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 1636.22 ms [2022-04-11 02:22:23 main:574] : INFO : Epoch 1578 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 1638.76 ms [2022-04-11 02:22:25 main:574] : INFO : Epoch 1579 | loss: 0.031167 | val_loss: 0.0311833 | Time: 1628.57 ms [2022-04-11 02:22:27 main:574] : INFO : Epoch 1580 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 1645.83 ms [2022-04-11 02:22:28 main:574] : INFO : Epoch 1581 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1642.71 ms [2022-04-11 02:22:30 main:574] : INFO : Epoch 1582 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1674.67 ms [2022-04-11 02:22:31 main:574] : INFO : Epoch 1583 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 1637.56 ms [2022-04-11 02:22:33 main:574] : INFO : Epoch 1584 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 1642.33 ms [2022-04-11 02:22:35 main:574] : INFO : Epoch 1585 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 1642.95 ms [2022-04-11 02:22:36 main:574] : INFO : Epoch 1586 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 1641.24 ms [2022-04-11 02:22:38 main:574] : INFO : Epoch 1587 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 1629.48 ms [2022-04-11 02:22:40 main:574] : INFO : Epoch 1588 | loss: 0.0311799 | val_loss: 0.0311904 | Time: 1638.27 ms [2022-04-11 02:22:41 main:574] : INFO : Epoch 1589 | loss: 0.0311948 | val_loss: 0.0311916 | Time: 1632.33 ms [2022-04-11 02:22:43 main:574] : INFO : Epoch 1590 | loss: 0.0311979 | val_loss: 0.0311944 | Time: 1634.84 ms [2022-04-11 02:22:45 main:574] : INFO : Epoch 1591 | loss: 0.0311992 | val_loss: 0.031194 | Time: 1631.16 ms [2022-04-11 02:22:46 main:574] : INFO : Epoch 1592 | loss: 0.0311966 | val_loss: 0.0311866 | Time: 1637.65 ms [2022-04-11 02:22:58 main:574] : INFO : Epoch 1593 | loss: 0.0311933 | val_loss: 0.0311901 | Time: 12036 ms [2022-04-11 02:23:00 main:574] : INFO : Epoch 1594 | loss: 0.0311947 | val_loss: 0.0311908 | Time: 1725.08 ms [2022-04-11 02:23:02 main:574] : INFO : Epoch 1595 | loss: 0.0311971 | val_loss: 0.0311919 | Time: 1636.35 ms [2022-04-11 02:23:03 main:574] : INFO : Epoch 1596 | loss: 0.0311974 | val_loss: 0.0311936 | Time: 1637.82 ms [2022-04-11 02:23:05 main:574] : INFO : Epoch 1597 | loss: 0.0311956 | val_loss: 0.0311937 | Time: 1629.32 ms [2022-04-11 02:23:07 main:574] : INFO : Epoch 1598 | loss: 0.0311947 | val_loss: 0.0311952 | Time: 1623.72 ms [2022-04-11 02:23:08 main:574] : INFO : Epoch 1599 | loss: 0.0311926 | val_loss: 0.031188 | Time: 1646.6 ms [2022-04-11 02:23:10 main:574] : INFO : Epoch 1600 | loss: 0.0311912 | val_loss: 0.0311862 | Time: 1647.82 ms [2022-04-11 02:23:12 main:574] : INFO : Epoch 1601 | loss: 0.0311903 | val_loss: 0.0311854 | Time: 1634.08 ms [2022-04-11 02:23:13 main:574] : INFO : Epoch 1602 | loss: 0.0311889 | val_loss: 0.0311851 | Time: 1651.6 ms [2022-04-11 02:23:15 main:574] : INFO : Epoch 1603 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 1634.38 ms [2022-04-11 02:23:16 main:574] : INFO : Epoch 1604 | loss: 0.0311881 | val_loss: 0.0311853 | Time: 1637.7 ms [2022-04-11 02:23:18 main:574] : INFO : Epoch 1605 | loss: 0.0311872 | val_loss: 0.0311839 | Time: 1629.12 ms [2022-04-11 02:23:20 main:574] : INFO : Epoch 1606 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 1643.75 ms [2022-04-11 02:23:21 main:574] : INFO : Epoch 1607 | loss: 0.0311872 | val_loss: 0.0311831 | Time: 1632.72 ms [2022-04-11 02:23:23 main:574] : INFO : Epoch 1608 | loss: 0.0311859 | val_loss: 0.0311823 | Time: 1641.08 ms [2022-04-11 02:23:25 main:574] : INFO : Epoch 1609 | loss: 0.0311857 | val_loss: 0.0311822 | Time: 1646.07 ms [2022-04-11 02:23:26 main:574] : INFO : Epoch 1610 | loss: 0.0311858 | val_loss: 0.0311838 | Time: 1641.68 ms [2022-04-11 02:23:28 main:574] : INFO : Epoch 1611 | loss: 0.0311857 | val_loss: 0.0311827 | Time: 1643.74 ms [2022-04-11 02:23:30 main:574] : INFO : Epoch 1612 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 1639.74 ms [2022-04-11 02:23:31 main:574] : INFO : Epoch 1613 | loss: 0.0311902 | val_loss: 0.0311839 | Time: 1642.02 ms [2022-04-11 02:23:33 main:574] : INFO : Epoch 1614 | loss: 0.0311893 | val_loss: 0.0311859 | Time: 1637.04 ms [2022-04-11 02:23:35 main:574] : INFO : Epoch 1615 | loss: 0.0311896 | val_loss: 0.0311839 | Time: 1639.05 ms [2022-04-11 02:23:36 main:574] : INFO : Epoch 1616 | loss: 0.0311897 | val_loss: 0.0311834 | Time: 1635.03 ms [2022-04-11 02:23:38 main:574] : INFO : Epoch 1617 | loss: 0.0311879 | val_loss: 0.031182 | Time: 1647.36 ms [2022-04-11 02:23:50 main:574] : INFO : Epoch 1618 | loss: 0.0311878 | val_loss: 0.0311818 | Time: 12005.7 ms [2022-04-11 02:23:52 main:574] : INFO : Epoch 1619 | loss: 0.0311884 | val_loss: 0.0311809 | Time: 1641.36 ms [2022-04-11 02:23:53 main:574] : INFO : Epoch 1620 | loss: 0.0311871 | val_loss: 0.0311797 | Time: 1628.88 ms [2022-04-11 02:23:55 main:574] : INFO : Epoch 1621 | loss: 0.0311845 | val_loss: 0.0311796 | Time: 1641.18 ms [2022-04-11 02:23:56 main:574] : INFO : Epoch 1622 | loss: 0.0311855 | val_loss: 0.0311855 | Time: 1636.13 ms [2022-04-11 02:23:58 main:574] : INFO : Epoch 1623 | loss: 0.0311842 | val_loss: 0.0311796 | Time: 1633.54 ms [2022-04-11 02:24:00 main:574] : INFO : Epoch 1624 | loss: 0.0311834 | val_loss: 0.0311803 | Time: 1631.33 ms [2022-04-11 02:24:01 main:574] : INFO : Epoch 1625 | loss: 0.031185 | val_loss: 0.0311799 | Time: 1642.86 ms [2022-04-11 02:24:03 main:574] : INFO : Epoch 1626 | loss: 0.0311835 | val_loss: 0.0311792 | Time: 1636.26 ms [2022-04-11 02:24:05 main:574] : INFO : Epoch 1627 | loss: 0.0311828 | val_loss: 0.0311819 | Time: 1640.1 ms [2022-04-11 02:24:06 main:574] : INFO : Epoch 1628 | loss: 0.0311829 | val_loss: 0.0311798 | Time: 1636.89 ms [2022-04-11 02:24:08 main:574] : INFO : Epoch 1629 | loss: 0.0311823 | val_loss: 0.0311815 | Time: 1640.11 ms [2022-04-11 02:24:10 main:574] : INFO : Epoch 1630 | loss: 0.0311878 | val_loss: 0.0311855 | Time: 1643.91 ms [2022-04-11 02:24:11 main:574] : INFO : Epoch 1631 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 1625.43 ms [2022-04-11 02:24:13 main:574] : INFO : Epoch 1632 | loss: 0.0311848 | val_loss: 0.0311831 | Time: 1648.48 ms [2022-04-11 02:24:15 main:574] : INFO : Epoch 1633 | loss: 0.031183 | val_loss: 0.031182 | Time: 1634.14 ms [2022-04-11 02:24:16 main:574] : INFO : Epoch 1634 | loss: 0.031182 | val_loss: 0.0311816 | Time: 1633.13 ms [2022-04-11 02:24:18 main:574] : INFO : Epoch 1635 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 1636.2 ms [2022-04-11 02:24:19 main:574] : INFO : Epoch 1636 | loss: 0.0311827 | val_loss: 0.0311808 | Time: 1645.48 ms [2022-04-11 02:24:21 main:574] : INFO : Epoch 1637 | loss: 0.0311836 | val_loss: 0.0311814 | Time: 1636.53 ms [2022-04-11 02:24:23 main:574] : INFO : Epoch 1638 | loss: 0.0311829 | val_loss: 0.031181 | Time: 1641.38 ms [2022-04-11 02:24:24 main:574] : INFO : Epoch 1639 | loss: 0.0311821 | val_loss: 0.0311816 | Time: 1639.49 ms [2022-04-11 02:24:26 main:574] : INFO : Epoch 1640 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 1637.74 ms [2022-04-11 02:24:28 main:574] : INFO : Epoch 1641 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 1639.78 ms [2022-04-11 02:24:29 main:574] : INFO : Epoch 1642 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 1631.68 ms [2022-04-11 02:24:31 main:574] : INFO : Epoch 1643 | loss: 0.0311861 | val_loss: 0.0311782 | Time: 1627.67 ms [2022-04-11 02:24:33 main:574] : INFO : Epoch 1644 | loss: 0.0311849 | val_loss: 0.031179 | Time: 1640.26 ms [2022-04-11 02:24:34 main:574] : INFO : Epoch 1645 | loss: 0.0311836 | val_loss: 0.0311805 | Time: 1644.55 ms [2022-04-11 02:24:36 main:574] : INFO : Epoch 1646 | loss: 0.0311842 | val_loss: 0.0311838 | Time: 1636.31 ms [2022-04-11 02:24:38 main:574] : INFO : Epoch 1647 | loss: 0.0311841 | val_loss: 0.0311799 | Time: 1637.89 ms [2022-04-11 02:24:39 main:574] : INFO : Epoch 1648 | loss: 0.0311831 | val_loss: 0.031182 | Time: 1630.92 ms [2022-04-11 02:24:41 main:574] : INFO : Epoch 1649 | loss: 0.0311849 | val_loss: 0.0311808 | Time: 1628.94 ms [2022-04-11 02:24:42 main:574] : INFO : Epoch 1650 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 1641.29 ms [2022-04-11 02:24:44 main:574] : INFO : Epoch 1651 | loss: 0.0311821 | val_loss: 0.03118 | Time: 1630.77 ms [2022-04-11 02:24:46 main:574] : INFO : Epoch 1652 | loss: 0.0311818 | val_loss: 0.0311806 | Time: 1644.5 ms [2022-04-11 02:24:47 main:574] : INFO : Epoch 1653 | loss: 0.0311816 | val_loss: 0.0311796 | Time: 1644.29 ms [2022-04-11 02:24:49 main:574] : INFO : Epoch 1654 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 1651.23 ms [2022-04-11 02:24:51 main:574] : INFO : Epoch 1655 | loss: 0.0311846 | val_loss: 0.0311825 | Time: 1631.09 ms [2022-04-11 02:24:52 main:574] : INFO : Epoch 1656 | loss: 0.0311869 | val_loss: 0.0311835 | Time: 1640.05 ms [2022-04-11 02:24:54 main:574] : INFO : Epoch 1657 | loss: 0.0311939 | val_loss: 0.0311987 | Time: 1650.98 ms [2022-04-11 02:24:56 main:574] : INFO : Epoch 1658 | loss: 0.0311883 | val_loss: 0.0311846 | Time: 1629.85 ms [2022-04-11 02:24:57 main:574] : INFO : Epoch 1659 | loss: 0.0311825 | val_loss: 0.0311825 | Time: 1630.55 ms [2022-04-11 02:24:59 main:574] : INFO : Epoch 1660 | loss: 0.0311809 | val_loss: 0.031178 | Time: 1643.36 ms [2022-04-11 02:25:01 main:574] : INFO : Epoch 1661 | loss: 0.0311809 | val_loss: 0.031178 | Time: 1636.17 ms [2022-04-11 02:25:02 main:574] : INFO : Epoch 1662 | loss: 0.031186 | val_loss: 0.0311881 | Time: 1641.83 ms [2022-04-11 02:25:04 main:574] : INFO : Epoch 1663 | loss: 0.0311819 | val_loss: 0.0311772 | Time: 1638.51 ms [2022-04-11 02:25:05 main:574] : INFO : Epoch 1664 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 1635.68 ms [2022-04-11 02:25:07 main:574] : INFO : Epoch 1665 | loss: 0.0311839 | val_loss: 0.0312051 | Time: 1635.11 ms [2022-04-11 02:25:09 main:574] : INFO : Epoch 1666 | loss: 0.0312027 | val_loss: 0.0312044 | Time: 1625.76 ms [2022-04-11 02:25:10 main:574] : INFO : Epoch 1667 | loss: 0.0311969 | val_loss: 0.0311901 | Time: 1642.39 ms [2022-04-11 02:25:12 main:574] : INFO : Epoch 1668 | loss: 0.0311911 | val_loss: 0.0311936 | Time: 1631.66 ms [2022-04-11 02:25:14 main:574] : INFO : Epoch 1669 | loss: 0.03119 | val_loss: 0.0311933 | Time: 1631.11 ms [2022-04-11 02:25:15 main:574] : INFO : Epoch 1670 | loss: 0.0311888 | val_loss: 0.0311901 | Time: 1637.41 ms [2022-04-11 02:25:17 main:574] : INFO : Epoch 1671 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1633.71 ms [2022-04-11 02:25:19 main:574] : INFO : Epoch 1672 | loss: 0.0311914 | val_loss: 0.0311888 | Time: 1633.99 ms [2022-04-11 02:25:20 main:574] : INFO : Epoch 1673 | loss: 0.0311886 | val_loss: 0.031189 | Time: 1645.59 ms [2022-04-11 02:25:22 main:574] : INFO : Epoch 1674 | loss: 0.031189 | val_loss: 0.0311911 | Time: 1638.6 ms [2022-04-11 02:25:24 main:574] : INFO : Epoch 1675 | loss: 0.0311886 | val_loss: 0.0311893 | Time: 1642.85 ms [2022-04-11 02:25:25 main:574] : INFO : Epoch 1676 | loss: 0.031188 | val_loss: 0.031191 | Time: 1634.7 ms [2022-04-11 02:25:27 main:574] : INFO : Epoch 1677 | loss: 0.0311874 | val_loss: 0.0311902 | Time: 1638.43 ms [2022-04-11 02:25:28 main:574] : INFO : Epoch 1678 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 1647.99 ms [2022-04-11 02:25:30 main:574] : INFO : Epoch 1679 | loss: 0.0311854 | val_loss: 0.0311872 | Time: 1634.19 ms [2022-04-11 02:25:32 main:574] : INFO : Epoch 1680 | loss: 0.031186 | val_loss: 0.0311836 | Time: 1638.15 ms [2022-04-11 02:25:33 main:574] : INFO : Epoch 1681 | loss: 0.0311877 | val_loss: 0.0311842 | Time: 1650.69 ms [2022-04-11 02:25:35 main:574] : INFO : Epoch 1682 | loss: 0.0311834 | val_loss: 0.031184 | Time: 1632.24 ms [2022-04-11 02:25:37 main:574] : INFO : Epoch 1683 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 1641.06 ms [2022-04-11 02:25:38 main:574] : INFO : Epoch 1684 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 1645.6 ms [2022-04-11 02:25:40 main:574] : INFO : Epoch 1685 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 1657.57 ms [2022-04-11 02:25:42 main:574] : INFO : Epoch 1686 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1635.67 ms [2022-04-11 02:25:43 main:574] : INFO : Epoch 1687 | loss: 0.03118 | val_loss: 0.0311801 | Time: 1638.64 ms [2022-04-11 02:25:45 main:574] : INFO : Epoch 1688 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 1622.21 ms [2022-04-11 02:25:47 main:574] : INFO : Epoch 1689 | loss: 0.0311787 | val_loss: 0.0311786 | Time: 1642.35 ms [2022-04-11 02:25:48 main:574] : INFO : Epoch 1690 | loss: 0.0311799 | val_loss: 0.0311792 | Time: 1633.38 ms [2022-04-11 02:26:00 main:574] : INFO : Epoch 1691 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 12062.5 ms [2022-04-11 02:26:02 main:574] : INFO : Epoch 1692 | loss: 0.0311778 | val_loss: 0.031182 | Time: 1646.03 ms [2022-04-11 02:26:04 main:574] : INFO : Epoch 1693 | loss: 0.0311797 | val_loss: 0.0311795 | Time: 1644.12 ms [2022-04-11 02:26:05 main:574] : INFO : Epoch 1694 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 1637.32 ms [2022-04-11 02:26:07 main:574] : INFO : Epoch 1695 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 1640.16 ms [2022-04-11 02:26:09 main:574] : INFO : Epoch 1696 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 1634.48 ms [2022-04-11 02:26:10 main:574] : INFO : Epoch 1697 | loss: 0.031177 | val_loss: 0.0311786 | Time: 1635.02 ms [2022-04-11 02:26:12 main:574] : INFO : Epoch 1698 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 1642.68 ms [2022-04-11 02:26:13 main:574] : INFO : Epoch 1699 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 1632.7 ms [2022-04-11 02:26:15 main:574] : INFO : Epoch 1700 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 1632.92 ms [2022-04-11 02:26:17 main:574] : INFO : Epoch 1701 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 1624.4 ms [2022-04-11 02:26:18 main:574] : INFO : Epoch 1702 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 1633.08 ms [2022-04-11 02:26:20 main:574] : INFO : Epoch 1703 | loss: 0.0311772 | val_loss: 0.0311856 | Time: 1644.63 ms [2022-04-11 02:26:22 main:574] : INFO : Epoch 1704 | loss: 0.0311813 | val_loss: 0.031187 | Time: 1645.41 ms [2022-04-11 02:26:23 main:574] : INFO : Epoch 1705 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 1634.3 ms [2022-04-11 02:26:25 main:574] : INFO : Epoch 1706 | loss: 0.0311754 | val_loss: 0.031179 | Time: 1635.85 ms [2022-04-11 02:26:27 main:574] : INFO : Epoch 1707 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 1655.5 ms [2022-04-11 02:26:28 main:574] : INFO : Epoch 1708 | loss: 0.0311748 | val_loss: 0.0311765 | Time: 1635.1 ms [2022-04-11 02:26:30 main:574] : INFO : Epoch 1709 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 1625.37 ms [2022-04-11 02:26:32 main:574] : INFO : Epoch 1710 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 1649.47 ms [2022-04-11 02:26:33 main:574] : INFO : Epoch 1711 | loss: 0.031175 | val_loss: 0.0311763 | Time: 1649.27 ms [2022-04-11 02:26:35 main:574] : INFO : Epoch 1712 | loss: 0.0311749 | val_loss: 0.031176 | Time: 1647.43 ms [2022-04-11 02:26:36 main:574] : INFO : Epoch 1713 | loss: 0.0311756 | val_loss: 0.0311763 | Time: 1632.57 ms [2022-04-11 02:26:38 main:574] : INFO : Epoch 1714 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1641.31 ms [2022-04-11 02:26:40 main:574] : INFO : Epoch 1715 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 1628.56 ms [2022-04-11 02:26:41 main:574] : INFO : Epoch 1716 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1645.28 ms [2022-04-11 02:26:43 main:574] : INFO : Epoch 1717 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1637.73 ms [2022-04-11 02:26:45 main:574] : INFO : Epoch 1718 | loss: 0.0311791 | val_loss: 0.031178 | Time: 1631.01 ms [2022-04-11 02:26:46 main:574] : INFO : Epoch 1719 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 1645.01 ms [2022-04-11 02:26:48 main:574] : INFO : Epoch 1720 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 1626.91 ms [2022-04-11 02:26:50 main:574] : INFO : Epoch 1721 | loss: 0.0311815 | val_loss: 0.0311841 | Time: 1649.39 ms [2022-04-11 02:27:02 main:574] : INFO : Epoch 1722 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 12024.8 ms [2022-04-11 02:27:03 main:574] : INFO : Epoch 1723 | loss: 0.03118 | val_loss: 0.0311816 | Time: 1634.3 ms [2022-04-11 02:27:05 main:574] : INFO : Epoch 1724 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 1614.31 ms [2022-04-11 02:27:07 main:574] : INFO : Epoch 1725 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 1633.27 ms [2022-04-11 02:27:08 main:574] : INFO : Epoch 1726 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1647.66 ms [2022-04-11 02:27:10 main:574] : INFO : Epoch 1727 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 1643.67 ms [2022-04-11 02:27:12 main:574] : INFO : Epoch 1728 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 1641.63 ms [2022-04-11 02:27:13 main:574] : INFO : Epoch 1729 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 1635.06 ms [2022-04-11 02:27:15 main:574] : INFO : Epoch 1730 | loss: 0.0311822 | val_loss: 0.0311839 | Time: 1634.89 ms [2022-04-11 02:27:16 main:574] : INFO : Epoch 1731 | loss: 0.031182 | val_loss: 0.0311856 | Time: 1636.72 ms [2022-04-11 02:27:18 main:574] : INFO : Epoch 1732 | loss: 0.0311813 | val_loss: 0.0311829 | Time: 1641.68 ms [2022-04-11 02:27:20 main:574] : INFO : Epoch 1733 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1636.18 ms [2022-04-11 02:27:31 main:574] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 11677.5 ms [2022-04-11 02:27:33 main:574] : INFO : Epoch 1735 | loss: 0.031179 | val_loss: 0.0311813 | Time: 1644.48 ms [2022-04-11 02:27:35 main:574] : INFO : Epoch 1736 | loss: 0.0311789 | val_loss: 0.0311814 | Time: 1639.79 ms [2022-04-11 02:27:36 main:574] : INFO : Epoch 1737 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 1642.63 ms [2022-04-11 02:27:38 main:574] : INFO : Epoch 1738 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1630.93 ms [2022-04-11 02:27:40 main:574] : INFO : Epoch 1739 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 1663.44 ms [2022-04-11 02:27:41 main:574] : INFO : Epoch 1740 | loss: 0.0311814 | val_loss: 0.0311816 | Time: 1638.21 ms [2022-04-11 02:27:43 main:574] : INFO : Epoch 1741 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 1631.31 ms [2022-04-11 02:27:45 main:574] : INFO : Epoch 1742 | loss: 0.031179 | val_loss: 0.0311831 | Time: 1630.53 ms [2022-04-11 02:27:46 main:574] : INFO : Epoch 1743 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 1635.18 ms [2022-04-11 02:27:48 main:574] : INFO : Epoch 1744 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1623.32 ms [2022-04-11 02:27:49 main:574] : INFO : Epoch 1745 | loss: 0.0311779 | val_loss: 0.0311872 | Time: 1634.24 ms [2022-04-11 02:27:51 main:574] : INFO : Epoch 1746 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 1640.16 ms [2022-04-11 02:27:53 main:574] : INFO : Epoch 1747 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 1640.86 ms [2022-04-11 02:27:54 main:574] : INFO : Epoch 1748 | loss: 0.0311773 | val_loss: 0.031183 | Time: 1638.52 ms [2022-04-11 02:27:56 main:574] : INFO : Epoch 1749 | loss: 0.031177 | val_loss: 0.0311809 | Time: 1635.71 ms [2022-04-11 02:27:58 main:574] : INFO : Epoch 1750 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 1639.89 ms [2022-04-11 02:27:59 main:574] : INFO : Epoch 1751 | loss: 0.031177 | val_loss: 0.0311842 | Time: 1644.1 ms [2022-04-11 02:28:01 main:574] : INFO : Epoch 1752 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 1652.79 ms [2022-04-11 02:28:03 main:574] : INFO : Epoch 1753 | loss: 0.0311782 | val_loss: 0.031185 | Time: 1652.83 ms [2022-04-11 02:28:04 main:574] : INFO : Epoch 1754 | loss: 0.0311785 | val_loss: 0.03118 | Time: 1630.27 ms [2022-04-11 02:28:06 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 1642.74 ms [2022-04-11 02:28:08 main:574] : INFO : Epoch 1756 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 1636.51 ms [2022-04-11 02:28:09 main:574] : INFO : Epoch 1757 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 1631.58 ms [2022-04-11 02:28:11 main:574] : INFO : Epoch 1758 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 1640.44 ms [2022-04-11 02:28:13 main:574] : INFO : Epoch 1759 | loss: 0.0311745 | val_loss: 0.0311857 | Time: 1640.46 ms [2022-04-11 02:28:14 main:574] : INFO : Epoch 1760 | loss: 0.0311808 | val_loss: 0.0311919 | Time: 1626.72 ms [2022-04-11 02:28:16 main:574] : INFO : Epoch 1761 | loss: 0.0311937 | val_loss: 0.0311966 | Time: 1637.46 ms [2022-04-11 02:28:17 main:574] : INFO : Epoch 1762 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 1646.93 ms [2022-04-11 02:28:19 main:574] : INFO : Epoch 1763 | loss: 0.031196 | val_loss: 0.0311916 | Time: 1636.03 ms [2022-04-11 02:28:21 main:574] : INFO : Epoch 1764 | loss: 0.0311925 | val_loss: 0.0311907 | Time: 1634.42 ms [2022-04-11 02:28:22 main:574] : INFO : Epoch 1765 | loss: 0.0311909 | val_loss: 0.0311908 | Time: 1647.28 ms [2022-04-11 02:28:24 main:574] : INFO : Epoch 1766 | loss: 0.0311906 | val_loss: 0.0311905 | Time: 1640.29 ms [2022-04-11 02:28:26 main:574] : INFO : Epoch 1767 | loss: 0.0311891 | val_loss: 0.0311929 | Time: 1647.13 ms [2022-04-11 02:28:27 main:574] : INFO : Epoch 1768 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 1650.9 ms [2022-04-11 02:28:29 main:574] : INFO : Epoch 1769 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 1633.87 ms [2022-04-11 02:28:31 main:574] : INFO : Epoch 1770 | loss: 0.0311871 | val_loss: 0.0311882 | Time: 1634.77 ms [2022-04-11 02:28:32 main:574] : INFO : Epoch 1771 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1632.88 ms [2022-04-11 02:28:34 main:574] : INFO : Epoch 1772 | loss: 0.0311868 | val_loss: 0.0311953 | Time: 1638.48 ms [2022-04-11 02:28:36 main:574] : INFO : Epoch 1773 | loss: 0.0311894 | val_loss: 0.0311908 | Time: 1625.98 ms [2022-04-11 02:28:37 main:574] : INFO : Epoch 1774 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1643.83 ms [2022-04-11 02:28:39 main:574] : INFO : Epoch 1775 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 1632.2 ms [2022-04-11 02:28:40 main:574] : INFO : Epoch 1776 | loss: 0.0311857 | val_loss: 0.0311889 | Time: 1643.96 ms [2022-04-11 02:28:42 main:574] : INFO : Epoch 1777 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 1642.61 ms [2022-04-11 02:28:44 main:574] : INFO : Epoch 1778 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 1638 ms [2022-04-11 02:28:45 main:574] : INFO : Epoch 1779 | loss: 0.0311842 | val_loss: 0.031187 | Time: 1633.64 ms [2022-04-11 02:28:47 main:574] : INFO : Epoch 1780 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 1641.05 ms [2022-04-11 02:28:49 main:574] : INFO : Epoch 1781 | loss: 0.0311875 | val_loss: 0.0311897 | Time: 1634.98 ms [2022-04-11 02:28:50 main:574] : INFO : Epoch 1782 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1631.46 ms [2022-04-11 02:29:02 main:574] : INFO : Epoch 1783 | loss: 0.0311866 | val_loss: 0.0311949 | Time: 12065.1 ms [2022-04-11 02:29:04 main:574] : INFO : Epoch 1784 | loss: 0.0311896 | val_loss: 0.0311913 | Time: 1635.22 ms [2022-04-11 02:29:06 main:574] : INFO : Epoch 1785 | loss: 0.0311847 | val_loss: 0.031189 | Time: 1650.56 ms [2022-04-11 02:29:07 main:574] : INFO : Epoch 1786 | loss: 0.0311864 | val_loss: 0.0311902 | Time: 1639.95 ms [2022-04-11 02:29:09 main:574] : INFO : Epoch 1787 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 1637.53 ms [2022-04-11 02:29:11 main:574] : INFO : Epoch 1788 | loss: 0.0311901 | val_loss: 0.0311913 | Time: 1650.24 ms [2022-04-11 02:29:12 main:574] : INFO : Epoch 1789 | loss: 0.0311916 | val_loss: 0.0311858 | Time: 1643.71 ms [2022-04-11 02:29:14 main:574] : INFO : Epoch 1790 | loss: 0.0311872 | val_loss: 0.0311863 | Time: 1633.45 ms [2022-04-11 02:29:16 main:574] : INFO : Epoch 1791 | loss: 0.0311868 | val_loss: 0.0311864 | Time: 1641.53 ms [2022-04-11 02:29:17 main:574] : INFO : Epoch 1792 | loss: 0.031186 | val_loss: 0.0311907 | Time: 1633.33 ms [2022-04-11 02:29:19 main:574] : INFO : Epoch 1793 | loss: 0.0311861 | val_loss: 0.0311871 | Time: 1638 ms [2022-04-11 02:29:20 main:574] : INFO : Epoch 1794 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 1635.93 ms [2022-04-11 02:29:22 main:574] : INFO : Epoch 1795 | loss: 0.0311861 | val_loss: 0.0311886 | Time: 1634.47 ms [2022-04-11 02:29:24 main:574] : INFO : Epoch 1796 | loss: 0.0311847 | val_loss: 0.031186 | Time: 1643.61 ms [2022-04-11 02:29:25 main:574] : INFO : Epoch 1797 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 1647.09 ms [2022-04-11 02:29:27 main:574] : INFO : Epoch 1798 | loss: 0.0311858 | val_loss: 0.031186 | Time: 1639.04 ms [2022-04-11 02:29:29 main:574] : INFO : Epoch 1799 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 1643.8 ms [2022-04-11 02:29:30 main:574] : INFO : Epoch 1800 | loss: 0.0311948 | val_loss: 0.0311928 | Time: 1643.1 ms [2022-04-11 02:29:32 main:574] : INFO : Epoch 1801 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 1643.32 ms [2022-04-11 02:29:34 main:574] : INFO : Epoch 1802 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 1640.56 ms [2022-04-11 02:29:35 main:574] : INFO : Epoch 1803 | loss: 0.0311885 | val_loss: 0.031188 | Time: 1643.36 ms [2022-04-11 02:29:37 main:574] : INFO : Epoch 1804 | loss: 0.0311898 | val_loss: 0.0311867 | Time: 1643.47 ms [2022-04-11 02:29:39 main:574] : INFO : Epoch 1805 | loss: 0.0311849 | val_loss: 0.0311862 | Time: 1644.69 ms [2022-04-11 02:29:40 main:574] : INFO : Epoch 1806 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 1644.82 ms [2022-04-11 02:29:42 main:574] : INFO : Epoch 1807 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1643.35 ms [2022-04-11 02:29:44 main:574] : INFO : Epoch 1808 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 1640 ms [2022-04-11 02:29:45 main:574] : INFO : Epoch 1809 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 1644.34 ms [2022-04-11 02:29:47 main:574] : INFO : Epoch 1810 | loss: 0.0311836 | val_loss: 0.031184 | Time: 1633.3 ms [2022-04-11 02:29:49 main:574] : INFO : Epoch 1811 | loss: 0.0311858 | val_loss: 0.0311878 | Time: 1636.03 ms [2022-04-11 02:29:50 main:574] : INFO : Epoch 1812 | loss: 0.031183 | val_loss: 0.0311887 | Time: 1636.46 ms [2022-04-11 02:30:02 main:574] : INFO : Epoch 1813 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 12037.2 ms [2022-04-11 02:30:04 main:574] : INFO : Epoch 1814 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 1656.49 ms [2022-04-11 02:30:05 main:574] : INFO : Epoch 1815 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 1632.9 ms [2022-04-11 02:30:07 main:574] : INFO : Epoch 1816 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 1635.36 ms [2022-04-11 02:30:09 main:574] : INFO : Epoch 1817 | loss: 0.0311804 | val_loss: 0.0311849 | Time: 1645.7 ms [2022-04-11 02:30:10 main:574] : INFO : Epoch 1818 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 1643.01 ms [2022-04-11 02:30:12 main:574] : INFO : Epoch 1819 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 1626.94 ms [2022-04-11 02:30:14 main:574] : INFO : Epoch 1820 | loss: 0.0311799 | val_loss: 0.0311841 | Time: 1634.97 ms [2022-04-11 02:30:15 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0311839 | Time: 1635.01 ms [2022-04-11 02:30:17 main:574] : INFO : Epoch 1822 | loss: 0.03118 | val_loss: 0.0311834 | Time: 1636.58 ms [2022-04-11 02:30:19 main:574] : INFO : Epoch 1823 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 1641.46 ms [2022-04-11 02:30:20 main:574] : INFO : Epoch 1824 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 1642.35 ms [2022-04-11 02:30:22 main:574] : INFO : Epoch 1825 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 1646.01 ms [2022-04-11 02:30:24 main:574] : INFO : Epoch 1826 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 1638.52 ms [2022-04-11 02:30:25 main:574] : INFO : Epoch 1827 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 1644.55 ms [2022-04-11 02:30:27 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.031183 | Time: 1635.05 ms [2022-04-11 02:30:29 main:574] : INFO : Epoch 1829 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 1649.52 ms [2022-04-11 02:30:30 main:574] : INFO : Epoch 1830 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 1646.46 ms [2022-04-11 02:30:32 main:574] : INFO : Epoch 1831 | loss: 0.0311805 | val_loss: 0.0311933 | Time: 1635.2 ms [2022-04-11 02:30:33 main:574] : INFO : Epoch 1832 | loss: 0.0311819 | val_loss: 0.0311829 | Time: 1636.32 ms [2022-04-11 02:30:35 main:574] : INFO : Epoch 1833 | loss: 0.0311822 | val_loss: 0.0311912 | Time: 1632.1 ms [2022-04-11 02:30:37 main:574] : INFO : Epoch 1834 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 1647.82 ms [2022-04-11 02:30:38 main:574] : INFO : Epoch 1835 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 1645.08 ms [2022-04-11 02:30:40 main:574] : INFO : Epoch 1836 | loss: 0.0311802 | val_loss: 0.0311992 | Time: 1635.46 ms [2022-04-11 02:30:42 main:574] : INFO : Epoch 1837 | loss: 0.0311849 | val_loss: 0.0311855 | Time: 1640.68 ms [2022-04-11 02:30:43 main:574] : INFO : Epoch 1838 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 1640.18 ms [2022-04-11 02:30:45 main:574] : INFO : Epoch 1839 | loss: 0.0311778 | val_loss: 0.0311838 | Time: 1643.75 ms [2022-04-11 02:30:47 main:574] : INFO : Epoch 1840 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 1632.78 ms [2022-04-11 02:30:48 main:574] : INFO : Epoch 1841 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 1636.18 ms [2022-04-11 02:30:50 main:574] : INFO : Epoch 1842 | loss: 0.031178 | val_loss: 0.0311835 | Time: 1638.51 ms [2022-04-11 02:30:52 main:574] : INFO : Epoch 1843 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1637.07 ms [2022-04-11 02:30:53 main:574] : INFO : Epoch 1844 | loss: 0.031178 | val_loss: 0.0311819 | Time: 1626.89 ms [2022-04-11 02:30:55 main:574] : INFO : Epoch 1845 | loss: 0.0311773 | val_loss: 0.031184 | Time: 1642.65 ms [2022-04-11 02:30:56 main:574] : INFO : Epoch 1846 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1649.43 ms [2022-04-11 02:30:58 main:574] : INFO : Epoch 1847 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 1634.34 ms [2022-04-11 02:31:00 main:574] : INFO : Epoch 1848 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 1643.89 ms [2022-04-11 02:31:01 main:574] : INFO : Epoch 1849 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 1644.1 ms [2022-04-11 02:31:03 main:574] : INFO : Epoch 1850 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1626.61 ms [2022-04-11 02:31:05 main:574] : INFO : Epoch 1851 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1645.37 ms [2022-04-11 02:31:06 main:574] : INFO : Epoch 1852 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 1647.87 ms [2022-04-11 02:31:08 main:574] : INFO : Epoch 1853 | loss: 0.0311789 | val_loss: 0.0311857 | Time: 1641.44 ms [2022-04-11 02:31:10 main:574] : INFO : Epoch 1854 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 1649.98 ms [2022-04-11 02:31:11 main:574] : INFO : Epoch 1855 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 1628.48 ms [2022-04-11 02:31:13 main:574] : INFO : Epoch 1856 | loss: 0.031177 | val_loss: 0.031185 | Time: 1630.98 ms [2022-04-11 02:31:15 main:574] : INFO : Epoch 1857 | loss: 0.0311776 | val_loss: 0.031187 | Time: 1644.13 ms [2022-04-11 02:31:16 main:574] : INFO : Epoch 1858 | loss: 0.0311781 | val_loss: 0.031184 | Time: 1625.59 ms [2022-04-11 02:31:18 main:574] : INFO : Epoch 1859 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 1638.17 ms [2022-04-11 02:31:20 main:574] : INFO : Epoch 1860 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 1640.13 ms [2022-04-11 02:31:21 main:574] : INFO : Epoch 1861 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 1644.03 ms [2022-04-11 02:31:23 main:574] : INFO : Epoch 1862 | loss: 0.031176 | val_loss: 0.0311854 | Time: 1641.31 ms [2022-04-11 02:31:24 main:574] : INFO : Epoch 1863 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 1644.48 ms [2022-04-11 02:31:26 main:574] : INFO : Epoch 1864 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 1645.57 ms [2022-04-11 02:31:28 main:574] : INFO : Epoch 1865 | loss: 0.031177 | val_loss: 0.0311854 | Time: 1630.71 ms [2022-04-11 02:31:29 main:574] : INFO : Epoch 1866 | loss: 0.03118 | val_loss: 0.0311904 | Time: 1635.74 ms [2022-04-11 02:31:31 main:574] : INFO : Epoch 1867 | loss: 0.031179 | val_loss: 0.0311883 | Time: 1640.55 ms [2022-04-11 02:31:33 main:574] : INFO : Epoch 1868 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 1641.47 ms [2022-04-11 02:31:34 main:574] : INFO : Epoch 1869 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 1636.31 ms [2022-04-11 02:31:36 main:574] : INFO : Epoch 1870 | loss: 0.0311763 | val_loss: 0.0311855 | Time: 1640.6 ms [2022-04-11 02:31:38 main:574] : INFO : Epoch 1871 | loss: 0.0311751 | val_loss: 0.031184 | Time: 1639.46 ms [2022-04-11 02:31:39 main:574] : INFO : Epoch 1872 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 1632.15 ms [2022-04-11 02:31:41 main:574] : INFO : Epoch 1873 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1626.22 ms [2022-04-11 02:31:43 main:574] : INFO : Epoch 1874 | loss: 0.0311746 | val_loss: 0.0311843 | Time: 1652.36 ms [2022-04-11 02:31:44 main:574] : INFO : Epoch 1875 | loss: 0.0311737 | val_loss: 0.031186 | Time: 1641.63 ms [2022-04-11 02:31:46 main:574] : INFO : Epoch 1876 | loss: 0.0311737 | val_loss: 0.0311861 | Time: 1638.46 ms [2022-04-11 02:31:47 main:574] : INFO : Epoch 1877 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 1635.36 ms [2022-04-11 02:31:49 main:574] : INFO : Epoch 1878 | loss: 0.0311735 | val_loss: 0.0311852 | Time: 1637.32 ms [2022-04-11 02:31:51 main:574] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311874 | Time: 1651.37 ms [2022-04-11 02:32:03 main:574] : INFO : Epoch 1880 | loss: 0.031175 | val_loss: 0.0311856 | Time: 11892.5 ms [2022-04-11 02:32:05 main:574] : INFO : Epoch 1881 | loss: 0.0311746 | val_loss: 0.0311872 | Time: 1879.07 ms [2022-04-11 02:32:06 main:574] : INFO : Epoch 1882 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 1637.43 ms [2022-04-11 02:32:08 main:574] : INFO : Epoch 1883 | loss: 0.0311754 | val_loss: 0.0311842 | Time: 1642.24 ms [2022-04-11 02:32:09 main:574] : INFO : Epoch 1884 | loss: 0.0311736 | val_loss: 0.0311887 | Time: 1634.2 ms [2022-04-11 02:32:11 main:574] : INFO : Epoch 1885 | loss: 0.0311736 | val_loss: 0.0311889 | Time: 1645.58 ms [2022-04-11 02:32:13 main:574] : INFO : Epoch 1886 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 1649.32 ms [2022-04-11 02:32:14 main:574] : INFO : Epoch 1887 | loss: 0.0311763 | val_loss: 0.0311885 | Time: 1640.01 ms [2022-04-11 02:32:16 main:574] : INFO : Epoch 1888 | loss: 0.0311927 | val_loss: 0.0312526 | Time: 1646.77 ms [2022-04-11 02:32:18 main:574] : INFO : Epoch 1889 | loss: 0.0317005 | val_loss: 0.0373796 | Time: 1635.83 ms [2022-04-11 02:32:19 main:574] : INFO : Epoch 1890 | loss: 0.0346262 | val_loss: 0.0334273 | Time: 1640.64 ms [2022-04-11 02:32:21 main:574] : INFO : Epoch 1891 | loss: 0.0319488 | val_loss: 0.0313511 | Time: 1638.2 ms [2022-04-11 02:32:33 main:574] : INFO : Epoch 1892 | loss: 0.0312798 | val_loss: 0.0312399 | Time: 11667.8 ms [2022-04-11 02:32:34 main:574] : INFO : Epoch 1893 | loss: 0.0312141 | val_loss: 0.0311983 | Time: 1636.62 ms [2022-04-11 02:32:36 main:574] : INFO : Epoch 1894 | loss: 0.031194 | val_loss: 0.0311913 | Time: 1635.78 ms [2022-04-11 02:32:38 main:574] : INFO : Epoch 1895 | loss: 0.0311884 | val_loss: 0.0311881 | Time: 1643.82 ms [2022-04-11 02:32:39 main:574] : INFO : Epoch 1896 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 1629.71 ms [2022-04-11 02:32:41 main:574] : INFO : Epoch 1897 | loss: 0.031185 | val_loss: 0.0311895 | Time: 1652.75 ms [2022-04-11 02:32:43 main:574] : INFO : Epoch 1898 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 1641.37 ms [2022-04-11 02:32:44 main:574] : INFO : Epoch 1899 | loss: 0.0311832 | val_loss: 0.0311832 | Time: 1639.99 ms [2022-04-11 02:32:46 main:574] : INFO : Epoch 1900 | loss: 0.0311815 | val_loss: 0.031183 | Time: 1632.89 ms [2022-04-11 02:32:47 main:574] : INFO : Epoch 1901 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 1622.08 ms [2022-04-11 02:32:49 main:574] : INFO : Epoch 1902 | loss: 0.03118 | val_loss: 0.0311825 | Time: 1633.98 ms [2022-04-11 02:32:51 main:574] : INFO : Epoch 1903 | loss: 0.0311801 | val_loss: 0.0311839 | Time: 1633.72 ms [2022-04-11 02:32:52 main:574] : INFO : Epoch 1904 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 1639.27 ms [2022-04-11 02:32:54 main:574] : INFO : Epoch 1905 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 1639.57 ms [2022-04-11 02:32:56 main:574] : INFO : Epoch 1906 | loss: 0.0311805 | val_loss: 0.0311856 | Time: 1655 ms [2022-04-11 02:32:57 main:574] : INFO : Epoch 1907 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 1648.83 ms [2022-04-11 02:32:59 main:574] : INFO : Epoch 1908 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 1641.82 ms [2022-04-11 02:33:01 main:574] : INFO : Epoch 1909 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1648.22 ms [2022-04-11 02:33:02 main:574] : INFO : Epoch 1910 | loss: 0.0311794 | val_loss: 0.0311829 | Time: 1633.1 ms [2022-04-11 02:33:04 main:574] : INFO : Epoch 1911 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1643.53 ms [2022-04-11 02:33:06 main:574] : INFO : Epoch 1912 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1639.92 ms [2022-04-11 02:33:07 main:574] : INFO : Epoch 1913 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 1639.59 ms [2022-04-11 02:33:09 main:574] : INFO : Epoch 1914 | loss: 0.0311769 | val_loss: 0.031182 | Time: 1638.78 ms [2022-04-11 02:33:11 main:574] : INFO : Epoch 1915 | loss: 0.0311764 | val_loss: 0.031182 | Time: 1637.46 ms [2022-04-11 02:33:12 main:574] : INFO : Epoch 1916 | loss: 0.0311763 | val_loss: 0.0311838 | Time: 1632.85 ms [2022-04-11 02:33:14 main:574] : INFO : Epoch 1917 | loss: 0.0311762 | val_loss: 0.0311829 | Time: 1641.16 ms [2022-04-11 02:33:15 main:574] : INFO : Epoch 1918 | loss: 0.031176 | val_loss: 0.0311857 | Time: 1630.97 ms [2022-04-11 02:33:17 main:574] : INFO : Epoch 1919 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 1649.92 ms [2022-04-11 02:33:19 main:574] : INFO : Epoch 1920 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1635.57 ms [2022-04-11 02:33:20 main:574] : INFO : Epoch 1921 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 1650.85 ms [2022-04-11 02:33:22 main:574] : INFO : Epoch 1922 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 1636.53 ms [2022-04-11 02:33:24 main:574] : INFO : Epoch 1923 | loss: 0.0311765 | val_loss: 0.0311876 | Time: 1640.94 ms [2022-04-11 02:33:25 main:574] : INFO : Epoch 1924 | loss: 0.0311774 | val_loss: 0.0311881 | Time: 1629.24 ms [2022-04-11 02:33:27 main:574] : INFO : Epoch 1925 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 1637.68 ms [2022-04-11 02:33:29 main:574] : INFO : Epoch 1926 | loss: 0.031175 | val_loss: 0.0311852 | Time: 1640.28 ms [2022-04-11 02:33:30 main:574] : INFO : Epoch 1927 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 1644.84 ms [2022-04-11 02:33:32 main:574] : INFO : Epoch 1928 | loss: 0.0311747 | val_loss: 0.0311833 | Time: 1643.46 ms [2022-04-11 02:33:34 main:574] : INFO : Epoch 1929 | loss: 0.0311746 | val_loss: 0.031185 | Time: 1641.36 ms [2022-04-11 02:33:35 main:574] : INFO : Epoch 1930 | loss: 0.031176 | val_loss: 0.0311827 | Time: 1641.78 ms [2022-04-11 02:33:37 main:574] : INFO : Epoch 1931 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1641.19 ms [2022-04-11 02:33:39 main:574] : INFO : Epoch 1932 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 1632.74 ms [2022-04-11 02:33:40 main:574] : INFO : Epoch 1933 | loss: 0.0311753 | val_loss: 0.0311826 | Time: 1645.4 ms [2022-04-11 02:33:42 main:574] : INFO : Epoch 1934 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 1630.8 ms [2022-04-11 02:33:43 main:574] : INFO : Epoch 1935 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 1637.7 ms [2022-04-11 02:33:45 main:574] : INFO : Epoch 1936 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 1638.41 ms [2022-04-11 02:33:47 main:574] : INFO : Epoch 1937 | loss: 0.031174 | val_loss: 0.0311811 | Time: 1649.9 ms [2022-04-11 02:33:48 main:574] : INFO : Epoch 1938 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 1641.95 ms [2022-04-11 02:33:50 main:574] : INFO : Epoch 1939 | loss: 0.0311734 | val_loss: 0.0311799 | Time: 1640.65 ms [2022-04-11 02:33:52 main:574] : INFO : Epoch 1940 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 1624.42 ms [2022-04-11 02:34:03 main:574] : INFO : Epoch 1941 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 11756.9 ms [2022-04-11 02:34:05 main:574] : INFO : Epoch 1942 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 1897.84 ms [2022-04-11 02:34:07 main:574] : INFO : Epoch 1943 | loss: 0.0311726 | val_loss: 0.0311801 | Time: 1632.04 ms [2022-04-11 02:34:09 main:574] : INFO : Epoch 1944 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 1641.66 ms [2022-04-11 02:34:10 main:574] : INFO : Epoch 1945 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 1639.93 ms [2022-04-11 02:34:12 main:574] : INFO : Epoch 1946 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 1645.04 ms [2022-04-11 02:34:14 main:574] : INFO : Epoch 1947 | loss: 0.031174 | val_loss: 0.0311816 | Time: 1641.24 ms [2022-04-11 02:34:15 main:574] : INFO : Epoch 1948 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 1629.83 ms [2022-04-11 02:34:17 main:574] : INFO : Epoch 1949 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 1629.58 ms [2022-04-11 02:34:19 main:574] : INFO : Epoch 1950 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1642.81 ms [2022-04-11 02:34:20 main:574] : INFO : Epoch 1951 | loss: 0.0311735 | val_loss: 0.03118 | Time: 1622.58 ms [2022-04-11 02:34:22 main:574] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 1633.78 ms [2022-04-11 02:34:23 main:574] : INFO : Epoch 1953 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1641.4 ms [2022-04-11 02:34:25 main:574] : INFO : Epoch 1954 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1637.19 ms [2022-04-11 02:34:27 main:574] : INFO : Epoch 1955 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 1632.51 ms [2022-04-11 02:34:28 main:574] : INFO : Epoch 1956 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 1637.26 ms [2022-04-11 02:34:30 main:574] : INFO : Epoch 1957 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 1638.52 ms [2022-04-11 02:34:32 main:574] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1639.38 ms [2022-04-11 02:34:33 main:574] : INFO : Epoch 1959 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 1628.84 ms [2022-04-11 02:34:35 main:574] : INFO : Epoch 1960 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 1639.5 ms [2022-04-11 02:34:37 main:574] : INFO : Epoch 1961 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1644.97 ms [2022-04-11 02:34:38 main:574] : INFO : Epoch 1962 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 1646.75 ms [2022-04-11 02:34:40 main:574] : INFO : Epoch 1963 | loss: 0.0311732 | val_loss: 0.03118 | Time: 1641.27 ms [2022-04-11 02:34:42 main:574] : INFO : Epoch 1964 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 1637.79 ms [2022-04-11 02:34:43 main:574] : INFO : Epoch 1965 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 1644.81 ms [2022-04-11 02:34:55 main:574] : INFO : Epoch 1966 | loss: 0.0311721 | val_loss: 0.0311811 | Time: 12124 ms [2022-04-11 02:34:57 main:574] : INFO : Epoch 1967 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1642.75 ms [2022-04-11 02:34:59 main:574] : INFO : Epoch 1968 | loss: 0.0311718 | val_loss: 0.03118 | Time: 1639.56 ms [2022-04-11 02:35:00 main:574] : INFO : Epoch 1969 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1643.25 ms [2022-04-11 02:35:02 main:574] : INFO : Epoch 1970 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 1639.35 ms [2022-04-11 02:35:04 main:574] : INFO : Epoch 1971 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1633.18 ms [2022-04-11 02:35:05 main:574] : INFO : Epoch 1972 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1635.73 ms [2022-04-11 02:35:07 main:574] : INFO : Epoch 1973 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1647.28 ms [2022-04-11 02:35:08 main:574] : INFO : Epoch 1974 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1635.79 ms [2022-04-11 02:35:10 main:574] : INFO : Epoch 1975 | loss: 0.0311749 | val_loss: 0.031182 | Time: 1645.9 ms [2022-04-11 02:35:12 main:574] : INFO : Epoch 1976 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1648.21 ms [2022-04-11 02:35:13 main:574] : INFO : Epoch 1977 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1641.23 ms [2022-04-11 02:35:15 main:574] : INFO : Epoch 1978 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1639.19 ms [2022-04-11 02:35:17 main:574] : INFO : Epoch 1979 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1628.67 ms [2022-04-11 02:35:18 main:574] : INFO : Epoch 1980 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 1642.51 ms [2022-04-11 02:35:20 main:574] : INFO : Epoch 1981 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 1637.1 ms [2022-04-11 02:35:22 main:574] : INFO : Epoch 1982 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 1640.68 ms [2022-04-11 02:35:23 main:574] : INFO : Epoch 1983 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1639.43 ms [2022-04-11 02:35:25 main:574] : INFO : Epoch 1984 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 1644.11 ms [2022-04-11 02:35:27 main:574] : INFO : Epoch 1985 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 1637 ms [2022-04-11 02:35:28 main:574] : INFO : Epoch 1986 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1635.34 ms [2022-04-11 02:35:30 main:574] : INFO : Epoch 1987 | loss: 0.03118 | val_loss: 0.031182 | Time: 1641.62 ms [2022-04-11 02:35:31 main:574] : INFO : Epoch 1988 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 1642.3 ms [2022-04-11 02:35:33 main:574] : INFO : Epoch 1989 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 1639.16 ms [2022-04-11 02:35:35 main:574] : INFO : Epoch 1990 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 1638.98 ms [2022-04-11 02:35:36 main:574] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1635.33 ms [2022-04-11 02:35:38 main:574] : INFO : Epoch 1992 | loss: 0.031177 | val_loss: 0.0311803 | Time: 1639.34 ms [2022-04-11 02:35:40 main:574] : INFO : Epoch 1993 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 1634.47 ms [2022-04-11 02:35:41 main:574] : INFO : Epoch 1994 | loss: 0.0311811 | val_loss: 0.0311859 | Time: 1639.52 ms [2022-04-11 02:35:43 main:574] : INFO : Epoch 1995 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 1647.16 ms [2022-04-11 02:35:45 main:574] : INFO : Epoch 1996 | loss: 0.0311819 | val_loss: 0.0311834 | Time: 1642.75 ms [2022-04-11 02:35:46 main:574] : INFO : Epoch 1997 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 1643.23 ms [2022-04-11 02:35:48 main:574] : INFO : Epoch 1998 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 1633.25 ms [2022-04-11 02:35:50 main:574] : INFO : Epoch 1999 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1635.62 ms [2022-04-11 02:35:51 main:574] : INFO : Epoch 2000 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1628.52 ms [2022-04-11 02:35:53 main:574] : INFO : Epoch 2001 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1645.53 ms [2022-04-11 02:35:55 main:574] : INFO : Epoch 2002 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 1634.14 ms [2022-04-11 02:35:56 main:574] : INFO : Epoch 2003 | loss: 0.0311753 | val_loss: 0.031179 | Time: 1628.53 ms [2022-04-11 02:35:58 main:574] : INFO : Epoch 2004 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1646.08 ms [2022-04-11 02:35:59 main:574] : INFO : Epoch 2005 | loss: 0.0311754 | val_loss: 0.03118 | Time: 1651.53 ms [2022-04-11 02:36:01 main:574] : INFO : Epoch 2006 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 1653.22 ms [2022-04-11 02:36:03 main:574] : INFO : Epoch 2007 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 1639.35 ms [2022-04-11 02:36:04 main:574] : INFO : Epoch 2008 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 1647.12 ms [2022-04-11 02:36:06 main:574] : INFO : Epoch 2009 | loss: 0.0311753 | val_loss: 0.031182 | Time: 1638.16 ms [2022-04-11 02:36:08 main:574] : INFO : Epoch 2010 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 1651.26 ms [2022-04-11 02:36:09 main:574] : INFO : Epoch 2011 | loss: 0.0311744 | val_loss: 0.0311814 | Time: 1641.12 ms [2022-04-11 02:36:11 main:574] : INFO : Epoch 2012 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 1659.97 ms [2022-04-11 02:36:13 main:574] : INFO : Epoch 2013 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 1640.48 ms [2022-04-11 02:36:14 main:574] : INFO : Epoch 2014 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 1640.35 ms [2022-04-11 02:36:16 main:574] : INFO : Epoch 2015 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 1643.77 ms [2022-04-11 02:36:18 main:574] : INFO : Epoch 2016 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 1649.28 ms [2022-04-11 02:36:19 main:574] : INFO : Epoch 2017 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1640.09 ms [2022-04-11 02:36:21 main:574] : INFO : Epoch 2018 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 1639.25 ms [2022-04-11 02:36:23 main:574] : INFO : Epoch 2019 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1638.92 ms [2022-04-11 02:36:24 main:574] : INFO : Epoch 2020 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 1649.97 ms [2022-04-11 02:36:26 main:574] : INFO : Epoch 2021 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 1646.36 ms [2022-04-11 02:36:28 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 1643.78 ms [2022-04-11 02:36:29 main:574] : INFO : Epoch 2023 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 1645.18 ms [2022-04-11 02:36:31 main:574] : INFO : Epoch 2024 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 1639.84 ms [2022-04-11 02:36:32 main:574] : INFO : Epoch 2025 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1646.27 ms [2022-04-11 02:36:34 main:574] : INFO : Epoch 2026 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1651.08 ms [2022-04-11 02:36:36 main:574] : INFO : Epoch 2027 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 1640.6 ms [2022-04-11 02:36:37 main:574] : INFO : Epoch 2028 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 1643.42 ms [2022-04-11 02:36:39 main:574] : INFO : Epoch 2029 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 1629.56 ms [2022-04-11 02:36:41 main:574] : INFO : Epoch 2030 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 1640.21 ms [2022-04-11 02:36:42 main:574] : INFO : Epoch 2031 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 1642.4 ms [2022-04-11 02:36:44 main:574] : INFO : Epoch 2032 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 1652.88 ms [2022-04-11 02:36:46 main:574] : INFO : Epoch 2033 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 1647.28 ms [2022-04-11 02:36:47 main:574] : INFO : Epoch 2034 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1645.22 ms [2022-04-11 02:36:49 main:574] : INFO : Epoch 2035 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 1634.88 ms [2022-04-11 02:36:51 main:574] : INFO : Epoch 2036 | loss: 0.0311696 | val_loss: 0.0311812 | Time: 1643.05 ms [2022-04-11 02:36:52 main:574] : INFO : Epoch 2037 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 1627.51 ms [2022-04-11 02:36:54 main:574] : INFO : Epoch 2038 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1622.53 ms [2022-04-11 02:37:06 main:574] : INFO : Epoch 2039 | loss: 0.03117 | val_loss: 0.0311774 | Time: 12018.9 ms [2022-04-11 02:37:08 main:574] : INFO : Epoch 2040 | loss: 0.03117 | val_loss: 0.0311777 | Time: 1644.82 ms [2022-04-11 02:37:09 main:574] : INFO : Epoch 2041 | loss: 0.0311696 | val_loss: 0.031179 | Time: 1635.09 ms [2022-04-11 02:37:11 main:574] : INFO : Epoch 2042 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1626.23 ms [2022-04-11 02:37:12 main:574] : INFO : Epoch 2043 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 1627.35 ms [2022-04-11 02:37:14 main:574] : INFO : Epoch 2044 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1642.13 ms [2022-04-11 02:37:16 main:574] : INFO : Epoch 2045 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1640.48 ms [2022-04-11 02:37:17 main:574] : INFO : Epoch 2046 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1639.39 ms [2022-04-11 02:37:19 main:574] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 1637.02 ms [2022-04-11 02:37:21 main:574] : INFO : Epoch 2048 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1634.07 ms [2022-04-11 02:37:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311778 [2022-04-11 02:37:21 main:603] : INFO : Saving end state to config to file [2022-04-11 02:37:21 main:608] : INFO : Success, exiting.. 02:37:21 (46200): 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)