Task 7462883
| Name | ParityModified-1631726447-23834-2_0 |
| Workunit | 5131393 |
| Created | 19 Sep 2021, 18:25:30 UTC |
| Sent | 26 Sep 2021, 17:59:56 UTC |
| Report deadline | 3 Oct 2021, 17:59:56 UTC |
| Received | 27 Sep 2021, 8:55:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 56 min 26 sec |
| CPU time | 55 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 1542 | loss: 0.0310942 | val_loss: 0.0311852 | Time: 1653.09 ms [2021-09-27 04:36:41 main:574] : INFO : Epoch 1543 | loss: 0.0310895 | val_loss: 0.0312023 | Time: 1661.02 ms [2021-09-27 04:36:43 main:574] : INFO : Epoch 1544 | loss: 0.0310789 | val_loss: 0.0311824 | Time: 1654.05 ms [2021-09-27 04:36:44 main:574] : INFO : Epoch 1545 | loss: 0.0310822 | val_loss: 0.0311949 | Time: 1656.14 ms [2021-09-27 04:36:46 main:574] : INFO : Epoch 1546 | loss: 0.0310913 | val_loss: 0.031197 | Time: 1662.2 ms [2021-09-27 04:36:48 main:574] : INFO : Epoch 1547 | loss: 0.031097 | val_loss: 0.0311935 | Time: 1654.48 ms [2021-09-27 04:36:49 main:574] : INFO : Epoch 1548 | loss: 0.0310881 | val_loss: 0.0311942 | Time: 1670.15 ms [2021-09-27 04:36:51 main:574] : INFO : Epoch 1549 | loss: 0.0310817 | val_loss: 0.0312044 | Time: 1677.68 ms [2021-09-27 04:36:53 main:574] : INFO : Epoch 1550 | loss: 0.0310792 | val_loss: 0.0311931 | Time: 1652.27 ms [2021-09-27 04:36:54 main:574] : INFO : Epoch 1551 | loss: 0.0310718 | val_loss: 0.0311946 | Time: 1646.17 ms [2021-09-27 04:36:56 main:574] : INFO : Epoch 1552 | loss: 0.0310712 | val_loss: 0.0311949 | Time: 1649.79 ms [2021-09-27 04:36:58 main:574] : INFO : Epoch 1553 | loss: 0.0310746 | val_loss: 0.0312003 | Time: 1620.85 ms [2021-09-27 04:36:59 main:574] : INFO : Epoch 1554 | loss: 0.0310792 | val_loss: 0.0311971 | Time: 1675.52 ms [2021-09-27 04:37:01 main:574] : INFO : Epoch 1555 | loss: 0.0310764 | val_loss: 0.0311873 | Time: 1655.37 ms [2021-09-27 04:37:03 main:574] : INFO : Epoch 1556 | loss: 0.0310745 | val_loss: 0.0311971 | Time: 1644.6 ms [2021-09-27 04:37:04 main:574] : INFO : Epoch 1557 | loss: 0.0310721 | val_loss: 0.0312008 | Time: 1644.38 ms [2021-09-27 04:37:06 main:574] : INFO : Epoch 1558 | loss: 0.0310701 | val_loss: 0.0312002 | Time: 1666.15 ms [2021-09-27 04:37:08 main:574] : INFO : Epoch 1559 | loss: 0.0310739 | val_loss: 0.0312031 | Time: 1645.89 ms [2021-09-27 04:37:09 main:574] : INFO : Epoch 1560 | loss: 0.0310742 | val_loss: 0.0311961 | Time: 1671.29 ms [2021-09-27 04:37:11 main:574] : INFO : Epoch 1561 | loss: 0.0310716 | val_loss: 0.0311789 | Time: 1650.54 ms [2021-09-27 04:37:13 main:574] : INFO : Epoch 1562 | loss: 0.0310876 | val_loss: 0.0312102 | Time: 1666.13 ms [2021-09-27 04:37:14 main:574] : INFO : Epoch 1563 | loss: 0.0310855 | val_loss: 0.0311959 | Time: 1664.41 ms [2021-09-27 04:37:16 main:574] : INFO : Epoch 1564 | loss: 0.03108 | val_loss: 0.0312113 | Time: 1669.33 ms [2021-09-27 04:37:18 main:574] : INFO : Epoch 1565 | loss: 0.0310746 | val_loss: 0.0311842 | Time: 1632.28 ms [2021-09-27 04:37:19 main:574] : INFO : Epoch 1566 | loss: 0.0310764 | val_loss: 0.0312138 | Time: 1645.1 ms [2021-09-27 04:37:21 main:574] : INFO : Epoch 1567 | loss: 0.0310782 | val_loss: 0.0311808 | Time: 1665.33 ms [2021-09-27 04:37:23 main:574] : INFO : Epoch 1568 | loss: 0.0310751 | val_loss: 0.0312118 | Time: 1678 ms [2021-09-27 04:37:24 main:574] : INFO : Epoch 1569 | loss: 0.0310681 | val_loss: 0.0311979 | Time: 1648.85 ms [2021-09-27 04:37:26 main:574] : INFO : Epoch 1570 | loss: 0.031076 | val_loss: 0.0312097 | Time: 1664.35 ms [2021-09-27 04:37:28 main:574] : INFO : Epoch 1571 | loss: 0.0310775 | val_loss: 0.0311993 | Time: 1646.24 ms [2021-09-27 04:37:29 main:574] : INFO : Epoch 1572 | loss: 0.0310708 | val_loss: 0.0312044 | Time: 1656.42 ms [2021-09-27 04:37:31 main:574] : INFO : Epoch 1573 | loss: 0.0310761 | val_loss: 0.0312088 | Time: 1648.02 ms [2021-09-27 04:37:33 main:574] : INFO : Epoch 1574 | loss: 0.031071 | val_loss: 0.0312013 | Time: 1676.49 ms [2021-09-27 04:37:34 main:574] : INFO : Epoch 1575 | loss: 0.0310697 | val_loss: 0.0311917 | Time: 1661.7 ms [2021-09-27 04:37:36 main:574] : INFO : Epoch 1576 | loss: 0.0310783 | val_loss: 0.0312085 | Time: 1658.15 ms [2021-09-27 04:37:38 main:574] : INFO : Epoch 1577 | loss: 0.0310755 | val_loss: 0.0311897 | Time: 1658.64 ms [2021-09-27 04:37:39 main:574] : INFO : Epoch 1578 | loss: 0.0310768 | val_loss: 0.0312159 | Time: 1669.99 ms [2021-09-27 04:37:41 main:574] : INFO : Epoch 1579 | loss: 0.0310684 | val_loss: 0.0311914 | Time: 1646.99 ms [2021-09-27 04:37:43 main:574] : INFO : Epoch 1580 | loss: 0.0310711 | val_loss: 0.0312123 | Time: 1677.6 ms [2021-09-27 04:37:44 main:574] : INFO : Epoch 1581 | loss: 0.0310767 | val_loss: 0.0311954 | Time: 1679.21 ms [2021-09-27 04:37:46 main:574] : INFO : Epoch 1582 | loss: 0.0310817 | val_loss: 0.0312023 | Time: 1664.26 ms [2021-09-27 04:37:48 main:574] : INFO : Epoch 1583 | loss: 0.0310716 | val_loss: 0.0312001 | Time: 1745.24 ms [2021-09-27 04:37:50 main:574] : INFO : Epoch 1584 | loss: 0.0310724 | val_loss: 0.0312219 | Time: 1712.23 ms [2021-09-27 04:37:51 main:574] : INFO : Epoch 1585 | loss: 0.0310691 | val_loss: 0.0311953 | Time: 1687.23 ms [2021-09-27 04:37:53 main:574] : INFO : Epoch 1586 | loss: 0.0310713 | val_loss: 0.0312179 | Time: 1636.47 ms [2021-09-27 04:37:55 main:574] : INFO : Epoch 1587 | loss: 0.0310826 | val_loss: 0.0312119 | Time: 1620.17 ms [2021-09-27 04:37:56 main:574] : INFO : Epoch 1588 | loss: 0.0310828 | val_loss: 0.0311988 | Time: 1619.82 ms [2021-09-27 04:37:58 main:574] : INFO : Epoch 1589 | loss: 0.0310763 | val_loss: 0.0311857 | Time: 1671.25 ms [2021-09-27 04:38:00 main:574] : INFO : Epoch 1590 | loss: 0.031083 | val_loss: 0.0312055 | Time: 1655.97 ms [2021-09-27 04:38:01 main:574] : INFO : Epoch 1591 | loss: 0.0310758 | val_loss: 0.0311958 | Time: 1649.93 ms [2021-09-27 04:38:03 main:574] : INFO : Epoch 1592 | loss: 0.0310772 | val_loss: 0.0311919 | Time: 1658.53 ms [2021-09-27 04:38:04 main:574] : INFO : Epoch 1593 | loss: 0.0310737 | val_loss: 0.0312141 | Time: 1651.23 ms [2021-09-27 04:38:06 main:574] : INFO : Epoch 1594 | loss: 0.0310721 | val_loss: 0.0311955 | Time: 1667.85 ms [2021-09-27 04:38:08 main:574] : INFO : Epoch 1595 | loss: 0.0310753 | val_loss: 0.0312075 | Time: 1659.61 ms [2021-09-27 04:38:09 main:574] : INFO : Epoch 1596 | loss: 0.03108 | val_loss: 0.0312027 | Time: 1648.37 ms [2021-09-27 04:38:11 main:574] : INFO : Epoch 1597 | loss: 0.0310854 | val_loss: 0.0311781 | Time: 1650.37 ms [2021-09-27 04:38:13 main:574] : INFO : Epoch 1598 | loss: 0.031093 | val_loss: 0.0311932 | Time: 1671.7 ms [2021-09-27 04:38:14 main:574] : INFO : Epoch 1599 | loss: 0.0310975 | val_loss: 0.0311933 | Time: 1653.87 ms [2021-09-27 04:38:16 main:574] : INFO : Epoch 1600 | loss: 0.0310899 | val_loss: 0.0311832 | Time: 1670.24 ms [2021-09-27 04:38:18 main:574] : INFO : Epoch 1601 | loss: 0.0310824 | val_loss: 0.0311981 | Time: 1659.73 ms [2021-09-27 04:38:19 main:574] : INFO : Epoch 1602 | loss: 0.0310906 | val_loss: 0.0311748 | Time: 1644.75 ms [2021-09-27 04:38:21 main:574] : INFO : Epoch 1603 | loss: 0.0310854 | val_loss: 0.0311999 | Time: 1658.51 ms [2021-09-27 04:38:23 main:574] : INFO : Epoch 1604 | loss: 0.0310794 | val_loss: 0.0311776 | Time: 1677.23 ms [2021-09-27 04:38:25 main:574] : INFO : Epoch 1605 | loss: 0.0310895 | val_loss: 0.0311917 | Time: 1693.96 ms [2021-09-27 04:38:26 main:574] : INFO : Epoch 1606 | loss: 0.0310917 | val_loss: 0.0312101 | Time: 1659.58 ms [2021-09-27 04:38:28 main:574] : INFO : Epoch 1607 | loss: 0.0310858 | val_loss: 0.0311882 | Time: 1683.77 ms [2021-09-27 04:38:30 main:574] : INFO : Epoch 1608 | loss: 0.0310825 | val_loss: 0.0312002 | Time: 1650.16 ms [2021-09-27 04:38:31 main:574] : INFO : Epoch 1609 | loss: 0.0310765 | val_loss: 0.0312256 | Time: 1663.65 ms [2021-09-27 04:38:33 main:574] : INFO : Epoch 1610 | loss: 0.0310696 | val_loss: 0.0312172 | Time: 1649.51 ms [2021-09-27 04:38:35 main:574] : INFO : Epoch 1611 | loss: 0.0310737 | val_loss: 0.0312083 | Time: 1670.51 ms [2021-09-27 04:38:36 main:574] : INFO : Epoch 1612 | loss: 0.0310721 | val_loss: 0.0311977 | Time: 1688.1 ms [2021-09-27 04:38:38 main:574] : INFO : Epoch 1613 | loss: 0.0310908 | val_loss: 0.0311775 | Time: 1669.84 ms [2021-09-27 04:38:40 main:574] : INFO : Epoch 1614 | loss: 0.0311121 | val_loss: 0.0311843 | Time: 1658.02 ms [2021-09-27 04:38:41 main:574] : INFO : Epoch 1615 | loss: 0.0311005 | val_loss: 0.0311866 | Time: 1713.92 ms [2021-09-27 04:38:43 main:574] : INFO : Epoch 1616 | loss: 0.031095 | val_loss: 0.0312033 | Time: 1653.58 ms [2021-09-27 04:38:45 main:574] : INFO : Epoch 1617 | loss: 0.0310888 | val_loss: 0.0311959 | Time: 1645.84 ms [2021-09-27 04:38:46 main:574] : INFO : Epoch 1618 | loss: 0.0310807 | val_loss: 0.0311947 | Time: 1690.6 ms [2021-09-27 04:38:48 main:574] : INFO : Epoch 1619 | loss: 0.0310746 | val_loss: 0.0312197 | Time: 1643.69 ms [2021-09-27 04:38:50 main:574] : INFO : Epoch 1620 | loss: 0.0310756 | val_loss: 0.0311856 | Time: 1660.36 ms [2021-09-27 04:38:51 main:574] : INFO : Epoch 1621 | loss: 0.0310697 | val_loss: 0.0312274 | Time: 1674.65 ms [2021-09-27 04:38:53 main:574] : INFO : Epoch 1622 | loss: 0.0310716 | val_loss: 0.0312064 | Time: 1674.33 ms [2021-09-27 04:38:55 main:574] : INFO : Epoch 1623 | loss: 0.0310741 | val_loss: 0.0311971 | Time: 1668.67 ms [2021-09-27 04:38:56 main:574] : INFO : Epoch 1624 | loss: 0.0310753 | val_loss: 0.0312206 | Time: 1689.53 ms [2021-09-27 04:38:58 main:574] : INFO : Epoch 1625 | loss: 0.0310786 | val_loss: 0.0311935 | Time: 1641.57 ms [2021-09-27 04:39:00 main:574] : INFO : Epoch 1626 | loss: 0.0310808 | val_loss: 0.0311831 | Time: 1663.23 ms [2021-09-27 04:39:01 main:574] : INFO : Epoch 1627 | loss: 0.0310748 | val_loss: 0.0312058 | Time: 1678.6 ms [2021-09-27 04:39:03 main:574] : INFO : Epoch 1628 | loss: 0.0310747 | val_loss: 0.031192 | Time: 1660.65 ms [2021-09-27 04:39:05 main:574] : INFO : Epoch 1629 | loss: 0.0310694 | val_loss: 0.0312123 | Time: 1644.61 ms [2021-09-27 04:39:06 main:574] : INFO : Epoch 1630 | loss: 0.03107 | val_loss: 0.0312011 | Time: 1638.79 ms [2021-09-27 04:39:08 main:574] : INFO : Epoch 1631 | loss: 0.0310715 | val_loss: 0.0311999 | Time: 1681.56 ms [2021-09-27 04:39:10 main:574] : INFO : Epoch 1632 | loss: 0.0310679 | val_loss: 0.0312024 | Time: 1726.39 ms [2021-09-27 04:39:11 main:574] : INFO : Epoch 1633 | loss: 0.0310652 | val_loss: 0.0312167 | Time: 1654.97 ms [2021-09-27 04:39:13 main:574] : INFO : Epoch 1634 | loss: 0.0310589 | val_loss: 0.0312201 | Time: 1653.85 ms [2021-09-27 04:39:15 main:574] : INFO : Epoch 1635 | loss: 0.03106 | val_loss: 0.0312076 | Time: 1677.27 ms [2021-09-27 04:39:16 main:574] : INFO : Epoch 1636 | loss: 0.0310561 | val_loss: 0.0311911 | Time: 1675.84 ms [2021-09-27 04:39:18 main:574] : INFO : Epoch 1637 | loss: 0.0310634 | val_loss: 0.0312158 | Time: 1646.27 ms [2021-09-27 04:39:20 main:574] : INFO : Epoch 1638 | loss: 0.0310627 | val_loss: 0.0311905 | Time: 1694.49 ms [2021-09-27 04:39:21 main:574] : INFO : Epoch 1639 | loss: 0.0310819 | val_loss: 0.0312179 | Time: 1645.99 ms [2021-09-27 04:39:23 main:574] : INFO : Epoch 1640 | loss: 0.0310734 | val_loss: 0.0312016 | Time: 1674.44 ms [2021-09-27 04:39:25 main:574] : INFO : Epoch 1641 | loss: 0.0310674 | val_loss: 0.0312031 | Time: 1682.11 ms [2021-09-27 04:39:26 main:574] : INFO : Epoch 1642 | loss: 0.0310658 | val_loss: 0.0312163 | Time: 1665 ms [2021-09-27 04:39:28 main:574] : INFO : Epoch 1643 | loss: 0.0310658 | val_loss: 0.031202 | Time: 1641.86 ms [2021-09-27 04:39:30 main:574] : INFO : Epoch 1644 | loss: 0.0310606 | val_loss: 0.031217 | Time: 1716.93 ms [2021-09-27 04:39:32 main:574] : INFO : Epoch 1645 | loss: 0.0310563 | val_loss: 0.0312244 | Time: 1712.88 ms [2021-09-27 04:39:33 main:574] : INFO : Epoch 1646 | loss: 0.0310547 | val_loss: 0.0312045 | Time: 1651.38 ms [2021-09-27 04:39:35 main:574] : INFO : Epoch 1647 | loss: 0.0310608 | val_loss: 0.0312067 | Time: 1642.46 ms [2021-09-27 04:39:37 main:574] : INFO : Epoch 1648 | loss: 0.0310595 | val_loss: 0.0312243 | Time: 1638.9 ms [2021-09-27 04:39:38 main:574] : INFO : Epoch 1649 | loss: 0.0310606 | val_loss: 0.0312108 | Time: 1652.17 ms [2021-09-27 04:39:40 main:574] : INFO : Epoch 1650 | loss: 0.03107 | val_loss: 0.0312041 | Time: 1651.39 ms [2021-09-27 04:39:42 main:574] : INFO : Epoch 1651 | loss: 0.0310857 | val_loss: 0.0311929 | Time: 1669.94 ms [2021-09-27 04:39:43 main:574] : INFO : Epoch 1652 | loss: 0.0310841 | val_loss: 0.0311956 | Time: 1655.19 ms [2021-09-27 04:39:45 main:574] : INFO : Epoch 1653 | loss: 0.0310795 | val_loss: 0.0311988 | Time: 1630.04 ms [2021-09-27 04:39:46 main:574] : INFO : Epoch 1654 | loss: 0.0310786 | val_loss: 0.0311887 | Time: 1651.48 ms [2021-09-27 04:39:48 main:574] : INFO : Epoch 1655 | loss: 0.0310732 | val_loss: 0.0312265 | Time: 1662.37 ms [2021-09-27 04:39:50 main:574] : INFO : Epoch 1656 | loss: 0.0310651 | val_loss: 0.0312086 | Time: 1638.37 ms [2021-09-27 04:39:51 main:574] : INFO : Epoch 1657 | loss: 0.0310637 | val_loss: 0.0312087 | Time: 1657.54 ms [2021-09-27 04:39:53 main:574] : INFO : Epoch 1658 | loss: 0.0311051 | val_loss: 0.0311801 | Time: 1647.74 ms [2021-09-27 04:39:55 main:574] : INFO : Epoch 1659 | loss: 0.0311302 | val_loss: 0.0311872 | Time: 1638.56 ms [2021-09-27 04:39:56 main:574] : INFO : Epoch 1660 | loss: 0.0311256 | val_loss: 0.0311769 | Time: 1640.21 ms [2021-09-27 04:39:58 main:574] : INFO : Epoch 1661 | loss: 0.0311225 | val_loss: 0.0311817 | Time: 1643.3 ms [2021-09-27 04:40:00 main:574] : INFO : Epoch 1662 | loss: 0.0311088 | val_loss: 0.0311828 | Time: 1654.94 ms [2021-09-27 04:40:01 main:574] : INFO : Epoch 1663 | loss: 0.0311028 | val_loss: 0.0311885 | Time: 1650.55 ms [2021-09-27 04:40:03 main:574] : INFO : Epoch 1664 | loss: 0.0311023 | val_loss: 0.0311889 | Time: 1634.86 ms [2021-09-27 04:40:05 main:574] : INFO : Epoch 1665 | loss: 0.0310956 | val_loss: 0.03119 | Time: 1640.79 ms [2021-09-27 04:40:06 main:574] : INFO : Epoch 1666 | loss: 0.0310891 | val_loss: 0.0311867 | Time: 1641.59 ms [2021-09-27 04:40:08 main:574] : INFO : Epoch 1667 | loss: 0.0310833 | val_loss: 0.0311672 | Time: 1647.92 ms [2021-09-27 04:40:10 main:574] : INFO : Epoch 1668 | loss: 0.0310908 | val_loss: 0.0311849 | Time: 1642.56 ms [2021-09-27 04:40:11 main:574] : INFO : Epoch 1669 | loss: 0.0310838 | val_loss: 0.0312005 | Time: 1636.18 ms [2021-09-27 04:40:13 main:574] : INFO : Epoch 1670 | loss: 0.0310831 | val_loss: 0.0311788 | Time: 1672.53 ms [2021-09-27 04:40:15 main:574] : INFO : Epoch 1671 | loss: 0.0310787 | val_loss: 0.0312069 | Time: 1646.31 ms [2021-09-27 04:40:16 main:574] : INFO : Epoch 1672 | loss: 0.0310754 | val_loss: 0.0311917 | Time: 1646.76 ms [2021-09-27 04:40:18 main:574] : INFO : Epoch 1673 | loss: 0.0310783 | val_loss: 0.0312021 | Time: 1661.75 ms [2021-09-27 04:40:20 main:574] : INFO : Epoch 1674 | loss: 0.0310914 | val_loss: 0.0312006 | Time: 1657.9 ms [2021-09-27 04:40:21 main:574] : INFO : Epoch 1675 | loss: 0.0310828 | val_loss: 0.0311881 | Time: 1660.46 ms [2021-09-27 04:40:23 main:574] : INFO : Epoch 1676 | loss: 0.0310805 | val_loss: 0.0311897 | Time: 1698.07 ms [2021-09-27 04:40:25 main:574] : INFO : Epoch 1677 | loss: 0.0310817 | val_loss: 0.0311943 | Time: 1655.1 ms [2021-09-27 04:40:26 main:574] : INFO : Epoch 1678 | loss: 0.0310866 | val_loss: 0.0311909 | Time: 1648.89 ms [2021-09-27 04:40:28 main:574] : INFO : Epoch 1679 | loss: 0.0310862 | val_loss: 0.0312014 | Time: 1675.21 ms [2021-09-27 04:40:30 main:574] : INFO : Epoch 1680 | loss: 0.0310781 | val_loss: 0.0311932 | Time: 1649.97 ms [2021-09-27 04:40:31 main:574] : INFO : Epoch 1681 | loss: 0.0310764 | val_loss: 0.0311864 | Time: 1664.12 ms [2021-09-27 04:40:33 main:574] : INFO : Epoch 1682 | loss: 0.0310861 | val_loss: 0.0312037 | Time: 1674.88 ms [2021-09-27 04:40:35 main:574] : INFO : Epoch 1683 | loss: 0.0310891 | val_loss: 0.0311844 | Time: 1673.65 ms [2021-09-27 04:40:36 main:574] : INFO : Epoch 1684 | loss: 0.0311119 | val_loss: 0.0311747 | Time: 1653.25 ms [2021-09-27 04:40:38 main:574] : INFO : Epoch 1685 | loss: 0.0311003 | val_loss: 0.03118 | Time: 1639.59 ms [2021-09-27 04:40:40 main:574] : INFO : Epoch 1686 | loss: 0.0310945 | val_loss: 0.031187 | Time: 1723.9 ms [2021-09-27 04:40:42 main:574] : INFO : Epoch 1687 | loss: 0.0310912 | val_loss: 0.0311794 | Time: 1909.83 ms [2021-09-27 04:40:43 main:574] : INFO : Epoch 1688 | loss: 0.0310893 | val_loss: 0.0311838 | Time: 1817.68 ms [2021-09-27 04:40:45 main:574] : INFO : Epoch 1689 | loss: 0.0310891 | val_loss: 0.031175 | Time: 1677.78 ms [2021-09-27 04:40:47 main:574] : INFO : Epoch 1690 | loss: 0.0311098 | val_loss: 0.031173 | Time: 1706.46 ms [2021-09-27 04:40:49 main:574] : INFO : Epoch 1691 | loss: 0.0311107 | val_loss: 0.0311797 | Time: 1848.01 ms [2021-09-27 04:40:51 main:574] : INFO : Epoch 1692 | loss: 0.0311021 | val_loss: 0.0311785 | Time: 1845.89 ms [2021-09-27 04:40:52 main:574] : INFO : Epoch 1693 | loss: 0.0310934 | val_loss: 0.031185 | Time: 1637.2 ms [2021-09-27 04:40:54 main:574] : INFO : Epoch 1694 | loss: 0.0310866 | val_loss: 0.0311764 | Time: 1666.51 ms [2021-09-27 04:40:55 main:574] : INFO : Epoch 1695 | loss: 0.0310941 | val_loss: 0.0311758 | Time: 1658.19 ms [2021-09-27 04:40:57 main:574] : INFO : Epoch 1696 | loss: 0.0310912 | val_loss: 0.0311811 | Time: 1649.49 ms [2021-09-27 04:40:59 main:574] : INFO : Epoch 1697 | loss: 0.0310846 | val_loss: 0.0311896 | Time: 1662.28 ms [2021-09-27 04:41:01 main:574] : INFO : Epoch 1698 | loss: 0.0310801 | val_loss: 0.0311963 | Time: 1689.76 ms [2021-09-27 04:41:02 main:574] : INFO : Epoch 1699 | loss: 0.031075 | val_loss: 0.0311869 | Time: 1652.66 ms [2021-09-27 04:41:04 main:574] : INFO : Epoch 1700 | loss: 0.0310704 | val_loss: 0.0311937 | Time: 1661.94 ms [2021-09-27 04:41:06 main:574] : INFO : Epoch 1701 | loss: 0.0310752 | val_loss: 0.0311911 | Time: 1655.4 ms [2021-09-27 04:41:07 main:574] : INFO : Epoch 1702 | loss: 0.0310718 | val_loss: 0.0311945 | Time: 1686.95 ms [2021-09-27 04:41:09 main:574] : INFO : Epoch 1703 | loss: 0.0310779 | val_loss: 0.0311985 | Time: 1662.07 ms [2021-09-27 04:41:11 main:574] : INFO : Epoch 1704 | loss: 0.0310717 | val_loss: 0.0312135 | Time: 1737.23 ms [2021-09-27 04:41:12 main:574] : INFO : Epoch 1705 | loss: 0.0310721 | val_loss: 0.0311887 | Time: 1667.95 ms [2021-09-27 04:41:14 main:574] : INFO : Epoch 1706 | loss: 0.0310704 | val_loss: 0.0312108 | Time: 1738.2 ms [2021-09-27 04:41:16 main:574] : INFO : Epoch 1707 | loss: 0.0310664 | val_loss: 0.0311898 | Time: 1769.5 ms [2021-09-27 04:41:18 main:574] : INFO : Epoch 1708 | loss: 0.0310638 | val_loss: 0.0312137 | Time: 1687.48 ms [2021-09-27 04:41:19 main:574] : INFO : Epoch 1709 | loss: 0.0310668 | val_loss: 0.0311873 | Time: 1668.38 ms [2021-09-27 04:41:21 main:574] : INFO : Epoch 1710 | loss: 0.0310654 | val_loss: 0.0312137 | Time: 1668.97 ms [2021-09-27 04:41:23 main:574] : INFO : Epoch 1711 | loss: 0.0310634 | val_loss: 0.0312061 | Time: 1690.82 ms [2021-09-27 04:41:24 main:574] : INFO : Epoch 1712 | loss: 0.0310743 | val_loss: 0.0311926 | Time: 1660.3 ms [2021-09-27 04:41:26 main:574] : INFO : Epoch 1713 | loss: 0.0310741 | val_loss: 0.0311914 | Time: 1677.04 ms [2021-09-27 04:41:28 main:574] : INFO : Epoch 1714 | loss: 0.0310798 | val_loss: 0.0311858 | Time: 1652.08 ms [2021-09-27 04:41:29 main:574] : INFO : Epoch 1715 | loss: 0.0310865 | val_loss: 0.0311908 | Time: 1676.56 ms [2021-09-27 04:41:31 main:574] : INFO : Epoch 1716 | loss: 0.0310969 | val_loss: 0.0311818 | Time: 1722.66 ms [2021-09-27 04:41:33 main:574] : INFO : Epoch 1717 | loss: 0.0310869 | val_loss: 0.0311812 | Time: 1650.35 ms [2021-09-27 04:41:34 main:574] : INFO : Epoch 1718 | loss: 0.0310875 | val_loss: 0.0311945 | Time: 1689.4 ms [2021-09-27 04:41:36 main:574] : INFO : Epoch 1719 | loss: 0.0310847 | val_loss: 0.031218 | Time: 1654.45 ms [2021-09-27 04:41:38 main:574] : INFO : Epoch 1720 | loss: 0.0310765 | val_loss: 0.0312115 | Time: 1652.68 ms [2021-09-27 04:41:39 main:574] : INFO : Epoch 1721 | loss: 0.0310744 | val_loss: 0.0312107 | Time: 1653.45 ms [2021-09-27 04:41:41 main:574] : INFO : Epoch 1722 | loss: 0.0310755 | val_loss: 0.0312072 | Time: 1640.52 ms [2021-09-27 04:41:43 main:574] : INFO : Epoch 1723 | loss: 0.0310675 | val_loss: 0.0312005 | Time: 1645.42 ms [2021-09-27 04:41:44 main:574] : INFO : Epoch 1724 | loss: 0.0310632 | val_loss: 0.0312072 | Time: 1655.34 ms [2021-09-27 04:41:46 main:574] : INFO : Epoch 1725 | loss: 0.0310616 | val_loss: 0.0312073 | Time: 1648.35 ms [2021-09-27 04:41:48 main:574] : INFO : Epoch 1726 | loss: 0.0310625 | val_loss: 0.031208 | Time: 1647.45 ms [2021-09-27 04:41:49 main:574] : INFO : Epoch 1727 | loss: 0.0310605 | val_loss: 0.0312204 | Time: 1642.39 ms [2021-09-27 04:41:51 main:574] : INFO : Epoch 1728 | loss: 0.0310631 | val_loss: 0.0312024 | Time: 1655.9 ms [2021-09-27 04:41:53 main:574] : INFO : Epoch 1729 | loss: 0.031075 | val_loss: 0.0312083 | Time: 1636.46 ms [2021-09-27 04:41:54 main:574] : INFO : Epoch 1730 | loss: 0.0310709 | val_loss: 0.0312232 | Time: 1644.13 ms [2021-09-27 04:41:56 main:574] : INFO : Epoch 1731 | loss: 0.0310667 | val_loss: 0.0312044 | Time: 1654.78 ms [2021-09-27 04:41:58 main:574] : INFO : Epoch 1732 | loss: 0.0310603 | val_loss: 0.031224 | Time: 1644.91 ms [2021-09-27 04:41:59 main:574] : INFO : Epoch 1733 | loss: 0.0310567 | val_loss: 0.0312031 | Time: 1669.26 ms [2021-09-27 04:42:01 main:574] : INFO : Epoch 1734 | loss: 0.0310575 | val_loss: 0.0312333 | Time: 1640.94 ms [2021-09-27 04:42:02 main:574] : INFO : Epoch 1735 | loss: 0.0310546 | val_loss: 0.0312148 | Time: 1647.54 ms [2021-09-27 04:42:04 main:574] : INFO : Epoch 1736 | loss: 0.0310703 | val_loss: 0.0312219 | Time: 1685.68 ms [2021-09-27 04:42:06 main:574] : INFO : Epoch 1737 | loss: 0.0310685 | val_loss: 0.0312196 | Time: 1674.74 ms [2021-09-27 04:42:08 main:574] : INFO : Epoch 1738 | loss: 0.0310576 | val_loss: 0.0312136 | Time: 1673.38 ms [2021-09-27 04:42:09 main:574] : INFO : Epoch 1739 | loss: 0.0310583 | val_loss: 0.0312227 | Time: 1647.31 ms [2021-09-27 04:42:11 main:574] : INFO : Epoch 1740 | loss: 0.0310622 | val_loss: 0.0312062 | Time: 1644.81 ms [2021-09-27 04:42:12 main:574] : INFO : Epoch 1741 | loss: 0.0310598 | val_loss: 0.031206 | Time: 1626.88 ms [2021-09-27 04:42:14 main:574] : INFO : Epoch 1742 | loss: 0.0310609 | val_loss: 0.0312173 | Time: 1641.05 ms [2021-09-27 04:42:16 main:574] : INFO : Epoch 1743 | loss: 0.0310616 | val_loss: 0.0312075 | Time: 1652.06 ms [2021-09-27 04:42:17 main:574] : INFO : Epoch 1744 | loss: 0.031056 | val_loss: 0.0312133 | Time: 1632.02 ms [2021-09-27 04:42:19 main:574] : INFO : Epoch 1745 | loss: 0.0310653 | val_loss: 0.0312104 | Time: 1656.07 ms [2021-09-27 04:42:21 main:574] : INFO : Epoch 1746 | loss: 0.0310621 | val_loss: 0.031197 | Time: 1656.76 ms [2021-09-27 04:42:22 main:574] : INFO : Epoch 1747 | loss: 0.0310565 | val_loss: 0.0312168 | Time: 1625.21 ms [2021-09-27 04:42:24 main:574] : INFO : Epoch 1748 | loss: 0.0310586 | val_loss: 0.0312119 | Time: 1610.23 ms [2021-09-27 04:42:26 main:574] : INFO : Epoch 1749 | loss: 0.0310573 | val_loss: 0.0312289 | Time: 1657.93 ms [2021-09-27 04:42:27 main:574] : INFO : Epoch 1750 | loss: 0.0310579 | val_loss: 0.0312124 | Time: 1652.8 ms [2021-09-27 04:42:29 main:574] : INFO : Epoch 1751 | loss: 0.0310558 | val_loss: 0.0312179 | Time: 1643.42 ms [2021-09-27 04:42:31 main:574] : INFO : Epoch 1752 | loss: 0.0310578 | val_loss: 0.0312153 | Time: 1662.27 ms [2021-09-27 04:42:32 main:574] : INFO : Epoch 1753 | loss: 0.0310797 | val_loss: 0.0312075 | Time: 1651.94 ms [2021-09-27 04:42:34 main:574] : INFO : Epoch 1754 | loss: 0.031068 | val_loss: 0.0312134 | Time: 1651.33 ms [2021-09-27 04:42:36 main:574] : INFO : Epoch 1755 | loss: 0.0310664 | val_loss: 0.0312016 | Time: 1666.65 ms [2021-09-27 04:42:37 main:574] : INFO : Epoch 1756 | loss: 0.0310565 | val_loss: 0.0312168 | Time: 1650.67 ms [2021-09-27 04:42:39 main:574] : INFO : Epoch 1757 | loss: 0.0310514 | val_loss: 0.0312064 | Time: 1651.97 ms [2021-09-27 04:42:41 main:574] : INFO : Epoch 1758 | loss: 0.0310495 | val_loss: 0.0312261 | Time: 1708.4 ms [2021-09-27 04:42:42 main:574] : INFO : Epoch 1759 | loss: 0.0310584 | val_loss: 0.0312105 | Time: 1679.08 ms [2021-09-27 04:42:44 main:574] : INFO : Epoch 1760 | loss: 0.0310817 | val_loss: 0.0311893 | Time: 1668.62 ms [2021-09-27 04:42:46 main:574] : INFO : Epoch 1761 | loss: 0.0310833 | val_loss: 0.0311921 | Time: 1660.73 ms [2021-09-27 04:42:47 main:574] : INFO : Epoch 1762 | loss: 0.0310735 | val_loss: 0.0312091 | Time: 1672.11 ms [2021-09-27 04:42:49 main:574] : INFO : Epoch 1763 | loss: 0.0310656 | val_loss: 0.0312061 | Time: 1656.99 ms [2021-09-27 04:42:51 main:574] : INFO : Epoch 1764 | loss: 0.031066 | val_loss: 0.0312023 | Time: 1640.08 ms [2021-09-27 04:42:52 main:574] : INFO : Epoch 1765 | loss: 0.0310612 | val_loss: 0.0312096 | Time: 1667.88 ms [2021-09-27 04:42:54 main:574] : INFO : Epoch 1766 | loss: 0.0310661 | val_loss: 0.0312033 | Time: 1664.55 ms [2021-09-27 04:42:56 main:574] : INFO : Epoch 1767 | loss: 0.031076 | val_loss: 0.0311868 | Time: 1627.54 ms [2021-09-27 04:42:57 main:574] : INFO : Epoch 1768 | loss: 0.0310896 | val_loss: 0.031208 | Time: 1646.31 ms [2021-09-27 04:42:59 main:574] : INFO : Epoch 1769 | loss: 0.0310903 | val_loss: 0.0311781 | Time: 1638.76 ms [2021-09-27 04:43:01 main:574] : INFO : Epoch 1770 | loss: 0.0310784 | val_loss: 0.0312064 | Time: 1645.86 ms [2021-09-27 04:43:02 main:574] : INFO : Epoch 1771 | loss: 0.0310699 | val_loss: 0.0312107 | Time: 1631.88 ms [2021-09-27 04:43:04 main:574] : INFO : Epoch 1772 | loss: 0.0310612 | val_loss: 0.0311997 | Time: 1638.13 ms [2021-09-27 04:43:06 main:574] : INFO : Epoch 1773 | loss: 0.0310604 | val_loss: 0.0312149 | Time: 1651.47 ms [2021-09-27 04:43:07 main:574] : INFO : Epoch 1774 | loss: 0.0310649 | val_loss: 0.0311981 | Time: 1667.71 ms [2021-09-27 04:43:09 main:574] : INFO : Epoch 1775 | loss: 0.0310732 | val_loss: 0.0312069 | Time: 1658.41 ms [2021-09-27 04:43:11 main:574] : INFO : Epoch 1776 | loss: 0.0310662 | val_loss: 0.0312014 | Time: 1727.16 ms [2021-09-27 04:43:13 main:574] : INFO : Epoch 1777 | loss: 0.0310589 | val_loss: 0.0312035 | Time: 1958.4 ms [2021-09-27 04:43:14 main:574] : INFO : Epoch 1778 | loss: 0.0310655 | val_loss: 0.0312039 | Time: 1805.15 ms [2021-09-27 04:43:16 main:574] : INFO : Epoch 1779 | loss: 0.0310615 | val_loss: 0.0312205 | Time: 1666.09 ms [2021-09-27 04:43:18 main:574] : INFO : Epoch 1780 | loss: 0.0310701 | val_loss: 0.0312039 | Time: 1828.22 ms [2021-09-27 04:43:20 main:574] : INFO : Epoch 1781 | loss: 0.0310738 | val_loss: 0.0311975 | Time: 1774.91 ms [2021-09-27 04:43:21 main:574] : INFO : Epoch 1782 | loss: 0.031068 | val_loss: 0.0312042 | Time: 1680.6 ms [2021-09-27 04:43:23 main:574] : INFO : Epoch 1783 | loss: 0.0310641 | val_loss: 0.0311946 | Time: 1679.58 ms [2021-09-27 04:43:25 main:574] : INFO : Epoch 1784 | loss: 0.0310946 | val_loss: 0.031189 | Time: 1698.76 ms [2021-09-27 04:43:26 main:574] : INFO : Epoch 1785 | loss: 0.0310944 | val_loss: 0.0311837 | Time: 1670.35 ms [2021-09-27 04:43:28 main:574] : INFO : Epoch 1786 | loss: 0.0310979 | val_loss: 0.0312012 | Time: 1680.38 ms [2021-09-27 04:43:30 main:574] : INFO : Epoch 1787 | loss: 0.0310843 | val_loss: 0.0311924 | Time: 1677.63 ms [2021-09-27 04:43:32 main:574] : INFO : Epoch 1788 | loss: 0.031072 | val_loss: 0.0311878 | Time: 1768.61 ms [2021-09-27 04:43:33 main:574] : INFO : Epoch 1789 | loss: 0.0310712 | val_loss: 0.0312036 | Time: 1735.5 ms [2021-09-27 04:43:35 main:574] : INFO : Epoch 1790 | loss: 0.0310704 | val_loss: 0.031196 | Time: 1674.15 ms [2021-09-27 04:43:37 main:574] : INFO : Epoch 1791 | loss: 0.0310691 | val_loss: 0.0312039 | Time: 1666.85 ms [2021-09-27 04:43:38 main:574] : INFO : Epoch 1792 | loss: 0.0310662 | val_loss: 0.0312046 | Time: 1717.61 ms [2021-09-27 04:43:40 main:574] : INFO : Epoch 1793 | loss: 0.0310685 | val_loss: 0.0312073 | Time: 1682.91 ms [2021-09-27 04:43:42 main:574] : INFO : Epoch 1794 | loss: 0.0310651 | val_loss: 0.0312059 | Time: 1698.88 ms [2021-09-27 04:43:43 main:574] : INFO : Epoch 1795 | loss: 0.0310623 | val_loss: 0.0312053 | Time: 1641.92 ms [2021-09-27 04:43:45 main:574] : INFO : Epoch 1796 | loss: 0.0310558 | val_loss: 0.0312116 | Time: 1640.79 ms [2021-09-27 04:43:47 main:574] : INFO : Epoch 1797 | loss: 0.0310521 | val_loss: 0.0312244 | Time: 1654.62 ms [2021-09-27 04:43:48 main:574] : INFO : Epoch 1798 | loss: 0.0310488 | val_loss: 0.0312176 | Time: 1671.67 ms [2021-09-27 04:43:50 main:574] : INFO : Epoch 1799 | loss: 0.0310524 | val_loss: 0.0312067 | Time: 1648.15 ms [2021-09-27 04:43:52 main:574] : INFO : Epoch 1800 | loss: 0.0310539 | val_loss: 0.031215 | Time: 1649.09 ms [2021-09-27 04:43:53 main:574] : INFO : Epoch 1801 | loss: 0.0310517 | val_loss: 0.0312115 | Time: 1664.72 ms [2021-09-27 04:43:55 main:574] : INFO : Epoch 1802 | loss: 0.0310632 | val_loss: 0.0311985 | Time: 1640.98 ms [2021-09-27 04:43:57 main:574] : INFO : Epoch 1803 | loss: 0.031065 | val_loss: 0.0311926 | Time: 1662.09 ms [2021-09-27 04:43:58 main:574] : INFO : Epoch 1804 | loss: 0.031068 | val_loss: 0.0312186 | Time: 1699.73 ms [2021-09-27 04:44:00 main:574] : INFO : Epoch 1805 | loss: 0.0310649 | val_loss: 0.0312004 | Time: 1714.12 ms [2021-09-27 04:44:02 main:574] : INFO : Epoch 1806 | loss: 0.0310603 | val_loss: 0.0311881 | Time: 1654.99 ms [2021-09-27 04:44:04 main:574] : INFO : Epoch 1807 | loss: 0.031057 | val_loss: 0.0312393 | Time: 1690.36 ms [2021-09-27 04:44:05 main:574] : INFO : Epoch 1808 | loss: 0.0310498 | val_loss: 0.03121 | Time: 1658.42 ms [2021-09-27 04:44:07 main:574] : INFO : Epoch 1809 | loss: 0.0310447 | val_loss: 0.0312073 | Time: 1657.28 ms [2021-09-27 04:44:09 main:574] : INFO : Epoch 1810 | loss: 0.0310443 | val_loss: 0.0312313 | Time: 1684.92 ms [2021-09-27 04:44:10 main:574] : INFO : Epoch 1811 | loss: 0.0310478 | val_loss: 0.0312211 | Time: 1735.91 ms [2021-09-27 04:44:12 main:574] : INFO : Epoch 1812 | loss: 0.0310491 | val_loss: 0.0312126 | Time: 1859.5 ms [2021-09-27 04:44:14 main:574] : INFO : Epoch 1813 | loss: 0.0310515 | val_loss: 0.0312268 | Time: 1761.3 ms [2021-09-27 04:44:16 main:574] : INFO : Epoch 1814 | loss: 0.0310477 | val_loss: 0.0312133 | Time: 1669.86 ms [2021-09-27 04:44:17 main:574] : INFO : Epoch 1815 | loss: 0.0310471 | val_loss: 0.0312357 | Time: 1684.7 ms [2021-09-27 04:44:19 main:574] : INFO : Epoch 1816 | loss: 0.0310454 | val_loss: 0.0312154 | Time: 1660.07 ms [2021-09-27 04:44:21 main:574] : INFO : Epoch 1817 | loss: 0.0310868 | val_loss: 0.0312137 | Time: 1672.13 ms [2021-09-27 04:44:22 main:574] : INFO : Epoch 1818 | loss: 0.0310902 | val_loss: 0.0312105 | Time: 1656.99 ms [2021-09-27 04:44:24 main:574] : INFO : Epoch 1819 | loss: 0.0310757 | val_loss: 0.031233 | Time: 1656.87 ms [2021-09-27 04:44:26 main:574] : INFO : Epoch 1820 | loss: 0.0310623 | val_loss: 0.0311989 | Time: 1678.66 ms [2021-09-27 04:44:27 main:574] : INFO : Epoch 1821 | loss: 0.0310628 | val_loss: 0.0312167 | Time: 1658.06 ms [2021-09-27 04:44:29 main:574] : INFO : Epoch 1822 | loss: 0.0310552 | val_loss: 0.0312281 | Time: 1685.51 ms [2021-09-27 04:44:31 main:574] : INFO : Epoch 1823 | loss: 0.0310751 | val_loss: 0.0311839 | Time: 1671.4 ms [2021-09-27 04:44:32 main:574] : INFO : Epoch 1824 | loss: 0.0311131 | val_loss: 0.031166 | Time: 1673.71 ms [2021-09-27 04:44:34 main:574] : INFO : Epoch 1825 | loss: 0.0311089 | val_loss: 0.0311827 | Time: 1682.67 ms [2021-09-27 04:44:36 main:574] : INFO : Epoch 1826 | loss: 0.0310995 | val_loss: 0.0311827 | Time: 1670.94 ms [2021-09-27 04:44:37 main:574] : INFO : Epoch 1827 | loss: 0.0310888 | val_loss: 0.0312079 | Time: 1688.16 ms [2021-09-27 04:44:39 main:574] : INFO : Epoch 1828 | loss: 0.0310878 | val_loss: 0.0311845 | Time: 1684.53 ms [2021-09-27 04:44:41 main:574] : INFO : Epoch 1829 | loss: 0.0310882 | val_loss: 0.0311935 | Time: 1640.89 ms [2021-09-27 04:44:42 main:574] : INFO : Epoch 1830 | loss: 0.0310981 | val_loss: 0.0311924 | Time: 1658.32 ms [2021-09-27 04:44:44 main:574] : INFO : Epoch 1831 | loss: 0.0310913 | val_loss: 0.0311831 | Time: 1697.13 ms [2021-09-27 04:44:46 main:574] : INFO : Epoch 1832 | loss: 0.0310824 | val_loss: 0.0312008 | Time: 1664.74 ms [2021-09-27 04:44:48 main:574] : INFO : Epoch 1833 | loss: 0.0310797 | val_loss: 0.0312006 | Time: 1683.07 ms [2021-09-27 04:44:49 main:574] : INFO : Epoch 1834 | loss: 0.031075 | val_loss: 0.0312058 | Time: 1679.48 ms [2021-09-27 04:44:51 main:574] : INFO : Epoch 1835 | loss: 0.0310701 | val_loss: 0.0312262 | Time: 1700.29 ms [2021-09-27 04:44:53 main:574] : INFO : Epoch 1836 | loss: 0.0310723 | val_loss: 0.031198 | Time: 1669.39 ms [2021-09-27 04:44:54 main:574] : INFO : Epoch 1837 | loss: 0.0310714 | val_loss: 0.0312038 | Time: 1629.72 ms [2021-09-27 04:44:56 main:574] : INFO : Epoch 1838 | loss: 0.0310647 | val_loss: 0.0312079 | Time: 1643.21 ms [2021-09-27 04:44:58 main:574] : INFO : Epoch 1839 | loss: 0.0310601 | val_loss: 0.0312184 | Time: 1661.11 ms [2021-09-27 04:44:59 main:574] : INFO : Epoch 1840 | loss: 0.0310539 | val_loss: 0.0312235 | Time: 1659.41 ms [2021-09-27 04:45:01 main:574] : INFO : Epoch 1841 | loss: 0.0310541 | val_loss: 0.0312013 | Time: 1651.17 ms [2021-09-27 04:45:02 main:574] : INFO : Epoch 1842 | loss: 0.0310557 | val_loss: 0.0311944 | Time: 1635.27 ms [2021-09-27 04:45:04 main:574] : INFO : Epoch 1843 | loss: 0.0310531 | val_loss: 0.0312186 | Time: 1631.19 ms [2021-09-27 04:45:06 main:574] : INFO : Epoch 1844 | loss: 0.0310485 | val_loss: 0.0312139 | Time: 1647.33 ms [2021-09-27 04:45:07 main:574] : INFO : Epoch 1845 | loss: 0.0310474 | val_loss: 0.0312044 | Time: 1654.78 ms [2021-09-27 04:45:09 main:574] : INFO : Epoch 1846 | loss: 0.0310542 | val_loss: 0.0312303 | Time: 1677.91 ms [2021-09-27 04:45:11 main:574] : INFO : Epoch 1847 | loss: 0.0310581 | val_loss: 0.0312173 | Time: 1655.46 ms [2021-09-27 04:45:12 main:574] : INFO : Epoch 1848 | loss: 0.0310528 | val_loss: 0.0312204 | Time: 1664.3 ms [2021-09-27 04:45:14 main:574] : INFO : Epoch 1849 | loss: 0.0310513 | val_loss: 0.0312251 | Time: 1651.8 ms [2021-09-27 04:45:16 main:574] : INFO : Epoch 1850 | loss: 0.0310467 | val_loss: 0.0312035 | Time: 1667.9 ms [2021-09-27 04:45:17 main:574] : INFO : Epoch 1851 | loss: 0.0310515 | val_loss: 0.0312102 | Time: 1673.06 ms [2021-09-27 04:45:19 main:574] : INFO : Epoch 1852 | loss: 0.0310498 | val_loss: 0.0312051 | Time: 1629.95 ms [2021-09-27 04:45:21 main:574] : INFO : Epoch 1853 | loss: 0.0310565 | val_loss: 0.0312165 | Time: 1638.55 ms [2021-09-27 04:45:22 main:574] : INFO : Epoch 1854 | loss: 0.0310534 | val_loss: 0.0312263 | Time: 1629.27 ms [2021-09-27 04:45:24 main:574] : INFO : Epoch 1855 | loss: 0.031053 | val_loss: 0.0311998 | Time: 1690.17 ms [2021-09-27 04:45:26 main:574] : INFO : Epoch 1856 | loss: 0.0310466 | val_loss: 0.0312077 | Time: 1649.8 ms [2021-09-27 04:45:27 main:574] : INFO : Epoch 1857 | loss: 0.031053 | val_loss: 0.0312239 | Time: 1666.77 ms [2021-09-27 04:45:29 main:574] : INFO : Epoch 1858 | loss: 0.031054 | val_loss: 0.0312144 | Time: 1652.53 ms [2021-09-27 04:45:31 main:574] : INFO : Epoch 1859 | loss: 0.0310619 | val_loss: 0.0312163 | Time: 1689.18 ms [2021-09-27 04:45:32 main:574] : INFO : Epoch 1860 | loss: 0.0310589 | val_loss: 0.0312361 | Time: 1663.55 ms [2021-09-27 04:45:34 main:574] : INFO : Epoch 1861 | loss: 0.0310659 | val_loss: 0.0312079 | Time: 1660.59 ms [2021-09-27 04:45:36 main:574] : INFO : Epoch 1862 | loss: 0.0310564 | val_loss: 0.0312177 | Time: 1649.26 ms [2021-09-27 04:45:37 main:574] : INFO : Epoch 1863 | loss: 0.0310628 | val_loss: 0.031197 | Time: 1653.9 ms [2021-09-27 04:45:39 main:574] : INFO : Epoch 1864 | loss: 0.0310849 | val_loss: 0.0312019 | Time: 1654.57 ms [2021-09-27 04:45:41 main:574] : INFO : Epoch 1865 | loss: 0.0310879 | val_loss: 0.0311849 | Time: 1620.46 ms [2021-09-27 04:45:42 main:574] : INFO : Epoch 1866 | loss: 0.0310796 | val_loss: 0.0311992 | Time: 1657.98 ms [2021-09-27 04:45:44 main:574] : INFO : Epoch 1867 | loss: 0.0310744 | val_loss: 0.03122 | Time: 1636.9 ms [2021-09-27 04:45:46 main:574] : INFO : Epoch 1868 | loss: 0.0310667 | val_loss: 0.0311941 | Time: 1639.49 ms [2021-09-27 04:45:47 main:574] : INFO : Epoch 1869 | loss: 0.031065 | val_loss: 0.0312369 | Time: 1656.77 ms [2021-09-27 04:45:49 main:574] : INFO : Epoch 1870 | loss: 0.0310681 | val_loss: 0.0311954 | Time: 1639.32 ms [2021-09-27 04:45:51 main:574] : INFO : Epoch 1871 | loss: 0.0310615 | val_loss: 0.0312171 | Time: 1659.54 ms [2021-09-27 04:45:52 main:574] : INFO : Epoch 1872 | loss: 0.031058 | val_loss: 0.0312267 | Time: 1640.22 ms [2021-09-27 04:45:54 main:574] : INFO : Epoch 1873 | loss: 0.0310581 | val_loss: 0.0312009 | Time: 1635.86 ms [2021-09-27 04:45:56 main:574] : INFO : Epoch 1874 | loss: 0.0310634 | val_loss: 0.0312303 | Time: 1625.89 ms [2021-09-27 04:45:57 main:574] : INFO : Epoch 1875 | loss: 0.031057 | val_loss: 0.0311963 | Time: 1631.59 ms [2021-09-27 04:45:59 main:574] : INFO : Epoch 1876 | loss: 0.0310592 | val_loss: 0.0312115 | Time: 1651.74 ms [2021-09-27 04:46:01 main:574] : INFO : Epoch 1877 | loss: 0.031048 | val_loss: 0.0312197 | Time: 1651.17 ms [2021-09-27 04:46:02 main:574] : INFO : Epoch 1878 | loss: 0.0310437 | val_loss: 0.0312082 | Time: 1665.57 ms [2021-09-27 04:46:04 main:574] : INFO : Epoch 1879 | loss: 0.0310511 | val_loss: 0.0312142 | Time: 1649.12 ms [2021-09-27 04:46:06 main:574] : INFO : Epoch 1880 | loss: 0.0310532 | val_loss: 0.0312044 | Time: 1656.99 ms [2021-09-27 04:46:07 main:574] : INFO : Epoch 1881 | loss: 0.0310579 | val_loss: 0.0312071 | Time: 1640.25 ms [2021-09-27 04:46:09 main:574] : INFO : Epoch 1882 | loss: 0.0310584 | val_loss: 0.0312002 | Time: 1663.63 ms [2021-09-27 04:46:11 main:574] : INFO : Epoch 1883 | loss: 0.0310653 | val_loss: 0.0312183 | Time: 1667.94 ms [2021-09-27 04:46:12 main:574] : INFO : Epoch 1884 | loss: 0.0310551 | val_loss: 0.0312105 | Time: 1665.07 ms [2021-09-27 04:46:14 main:574] : INFO : Epoch 1885 | loss: 0.0310527 | val_loss: 0.0312181 | Time: 1674.23 ms [2021-09-27 04:46:16 main:574] : INFO : Epoch 1886 | loss: 0.0310488 | val_loss: 0.0311943 | Time: 1672.07 ms [2021-09-27 04:46:17 main:574] : INFO : Epoch 1887 | loss: 0.0310507 | val_loss: 0.0312148 | Time: 1654.92 ms [2021-09-27 04:46:19 main:574] : INFO : Epoch 1888 | loss: 0.0310462 | val_loss: 0.0312074 | Time: 1642.96 ms [2021-09-27 04:46:21 main:574] : INFO : Epoch 1889 | loss: 0.0310443 | val_loss: 0.0312153 | Time: 1645.11 ms [2021-09-27 04:46:22 main:574] : INFO : Epoch 1890 | loss: 0.0310435 | val_loss: 0.0312189 | Time: 1657.82 ms [2021-09-27 04:46:24 main:574] : INFO : Epoch 1891 | loss: 0.0310412 | val_loss: 0.0312032 | Time: 1650 ms [2021-09-27 04:46:25 main:574] : INFO : Epoch 1892 | loss: 0.0310427 | val_loss: 0.0312031 | Time: 1629.34 ms [2021-09-27 04:46:27 main:574] : INFO : Epoch 1893 | loss: 0.0310567 | val_loss: 0.0312014 | Time: 1642.74 ms [2021-09-27 04:46:29 main:574] : INFO : Epoch 1894 | loss: 0.0310512 | val_loss: 0.0312409 | Time: 1629.87 ms [2021-09-27 04:46:30 main:574] : INFO : Epoch 1895 | loss: 0.0310634 | val_loss: 0.0312128 | Time: 1631.6 ms [2021-09-27 04:46:32 main:574] : INFO : Epoch 1896 | loss: 0.0310598 | val_loss: 0.0312183 | Time: 1650.9 ms [2021-09-27 04:46:34 main:574] : INFO : Epoch 1897 | loss: 0.0310549 | val_loss: 0.031219 | Time: 1650.79 ms [2021-09-27 04:46:35 main:574] : INFO : Epoch 1898 | loss: 0.0310486 | val_loss: 0.0312248 | Time: 1651.92 ms [2021-09-27 04:46:37 main:574] : INFO : Epoch 1899 | loss: 0.0310466 | val_loss: 0.0312229 | Time: 1643.02 ms [2021-09-27 04:46:39 main:574] : INFO : Epoch 1900 | loss: 0.0310438 | val_loss: 0.031216 | Time: 1652.91 ms [2021-09-27 04:46:40 main:574] : INFO : Epoch 1901 | loss: 0.0310414 | val_loss: 0.0312197 | Time: 1627.11 ms [2021-09-27 04:46:42 main:574] : INFO : Epoch 1902 | loss: 0.031046 | val_loss: 0.0312328 | Time: 1649.1 ms [2021-09-27 04:46:44 main:574] : INFO : Epoch 1903 | loss: 0.0310378 | val_loss: 0.0312365 | Time: 1661.44 ms [2021-09-27 04:46:45 main:574] : INFO : Epoch 1904 | loss: 0.031041 | val_loss: 0.0312302 | Time: 1642.6 ms [2021-09-27 04:46:47 main:574] : INFO : Epoch 1905 | loss: 0.0310325 | val_loss: 0.0312334 | Time: 1633.08 ms [2021-09-27 04:46:49 main:574] : INFO : Epoch 1906 | loss: 0.0310556 | val_loss: 0.0311799 | Time: 1636.32 ms [2021-09-27 04:46:50 main:574] : INFO : Epoch 1907 | loss: 0.0310902 | val_loss: 0.0311961 | Time: 1651.34 ms [2021-09-27 04:46:52 main:574] : INFO : Epoch 1908 | loss: 0.0310883 | val_loss: 0.0311955 | Time: 1709.56 ms [2021-09-27 04:46:54 main:574] : INFO : Epoch 1909 | loss: 0.0310844 | val_loss: 0.0312125 | Time: 1674.58 ms [2021-09-27 04:46:55 main:574] : INFO : Epoch 1910 | loss: 0.0310771 | val_loss: 0.0311913 | Time: 1678.93 ms [2021-09-27 04:46:57 main:574] : INFO : Epoch 1911 | loss: 0.0310651 | val_loss: 0.0312187 | Time: 1683.68 ms [2021-09-27 04:46:59 main:574] : INFO : Epoch 1912 | loss: 0.0310597 | val_loss: 0.0312186 | Time: 1700.77 ms [2021-09-27 04:47:00 main:574] : INFO : Epoch 1913 | loss: 0.0310707 | val_loss: 0.0312196 | Time: 1674.24 ms [2021-09-27 04:47:02 main:574] : INFO : Epoch 1914 | loss: 0.0310603 | val_loss: 0.0312106 | Time: 1663.68 ms [2021-09-27 04:47:04 main:574] : INFO : Epoch 1915 | loss: 0.0310524 | val_loss: 0.0312263 | Time: 1651.36 ms [2021-09-27 04:47:05 main:574] : INFO : Epoch 1916 | loss: 0.0310495 | val_loss: 0.0312123 | Time: 1639.57 ms [2021-09-27 04:47:07 main:574] : INFO : Epoch 1917 | loss: 0.0310612 | val_loss: 0.0312253 | Time: 1624.21 ms [2021-09-27 04:47:09 main:574] : INFO : Epoch 1918 | loss: 0.0310609 | val_loss: 0.0311997 | Time: 1636.9 ms [2021-09-27 04:47:10 main:574] : INFO : Epoch 1919 | loss: 0.0310579 | val_loss: 0.0312109 | Time: 1677.34 ms [2021-09-27 04:47:12 main:574] : INFO : Epoch 1920 | loss: 0.0310607 | val_loss: 0.0312353 | Time: 1612.5 ms [2021-09-27 04:47:14 main:574] : INFO : Epoch 1921 | loss: 0.0310627 | val_loss: 0.0312126 | Time: 1668.25 ms [2021-09-27 04:47:15 main:574] : INFO : Epoch 1922 | loss: 0.0310549 | val_loss: 0.0312122 | Time: 1660.61 ms [2021-09-27 04:47:17 main:574] : INFO : Epoch 1923 | loss: 0.0310481 | val_loss: 0.0312097 | Time: 1647.13 ms [2021-09-27 04:47:19 main:574] : INFO : Epoch 1924 | loss: 0.0310491 | val_loss: 0.0312289 | Time: 1650.73 ms [2021-09-27 04:47:20 main:574] : INFO : Epoch 1925 | loss: 0.0310473 | val_loss: 0.0312197 | Time: 1654.91 ms [2021-09-27 04:47:22 main:574] : INFO : Epoch 1926 | loss: 0.0310602 | val_loss: 0.0311968 | Time: 1656.41 ms [2021-09-27 04:47:24 main:574] : INFO : Epoch 1927 | loss: 0.0310655 | val_loss: 0.0312077 | Time: 1664.43 ms [2021-09-27 04:47:25 main:574] : INFO : Epoch 1928 | loss: 0.0310555 | val_loss: 0.0312096 | Time: 1671.07 ms [2021-09-27 04:47:27 main:574] : INFO : Epoch 1929 | loss: 0.0310496 | val_loss: 0.0312159 | Time: 1662.78 ms [2021-09-27 04:47:29 main:574] : INFO : Epoch 1930 | loss: 0.0310472 | val_loss: 0.031221 | Time: 1619.48 ms [2021-09-27 04:47:30 main:574] : INFO : Epoch 1931 | loss: 0.0310439 | val_loss: 0.0312171 | Time: 1644.49 ms [2021-09-27 04:47:32 main:574] : INFO : Epoch 1932 | loss: 0.0310533 | val_loss: 0.0312188 | Time: 1643.31 ms [2021-09-27 04:47:33 main:574] : INFO : Epoch 1933 | loss: 0.0310514 | val_loss: 0.0312147 | Time: 1625.09 ms [2021-09-27 04:47:35 main:574] : INFO : Epoch 1934 | loss: 0.0310552 | val_loss: 0.0312299 | Time: 1617.99 ms [2021-09-27 04:47:37 main:574] : INFO : Epoch 1935 | loss: 0.0310561 | val_loss: 0.031224 | Time: 1657.27 ms [2021-09-27 04:47:38 main:574] : INFO : Epoch 1936 | loss: 0.0310682 | val_loss: 0.031199 | Time: 1620.89 ms [2021-09-27 04:47:40 main:574] : INFO : Epoch 1937 | loss: 0.0310681 | val_loss: 0.0312222 | Time: 1618.67 ms [2021-09-27 04:47:42 main:574] : INFO : Epoch 1938 | loss: 0.0310594 | val_loss: 0.0312276 | Time: 1635.63 ms [2021-09-27 04:47:43 main:574] : INFO : Epoch 1939 | loss: 0.0310541 | val_loss: 0.0312156 | Time: 1641.6 ms [2021-09-27 04:47:45 main:574] : INFO : Epoch 1940 | loss: 0.0310559 | val_loss: 0.0312269 | Time: 1646.52 ms [2021-09-27 04:47:47 main:574] : INFO : Epoch 1941 | loss: 0.0310558 | val_loss: 0.0312244 | Time: 1646.46 ms [2021-09-27 04:47:48 main:574] : INFO : Epoch 1942 | loss: 0.0310444 | val_loss: 0.0312303 | Time: 1650.15 ms [2021-09-27 04:47:50 main:574] : INFO : Epoch 1943 | loss: 0.0310484 | val_loss: 0.0312248 | Time: 1641.49 ms [2021-09-27 04:47:52 main:574] : INFO : Epoch 1944 | loss: 0.0310452 | val_loss: 0.0311997 | Time: 1629.46 ms [2021-09-27 04:47:53 main:574] : INFO : Epoch 1945 | loss: 0.0310518 | val_loss: 0.0312163 | Time: 1647.97 ms [2021-09-27 04:47:55 main:574] : INFO : Epoch 1946 | loss: 0.0310476 | val_loss: 0.031211 | Time: 1649.15 ms [2021-09-27 04:47:57 main:574] : INFO : Epoch 1947 | loss: 0.0310644 | val_loss: 0.0311997 | Time: 1658.16 ms [2021-09-27 04:47:58 main:574] : INFO : Epoch 1948 | loss: 0.0310495 | val_loss: 0.0312469 | Time: 1635.17 ms [2021-09-27 04:48:00 main:574] : INFO : Epoch 1949 | loss: 0.0310467 | val_loss: 0.0312075 | Time: 1641.84 ms [2021-09-27 04:48:01 main:574] : INFO : Epoch 1950 | loss: 0.0310416 | val_loss: 0.0312267 | Time: 1641.88 ms [2021-09-27 04:48:03 main:574] : INFO : Epoch 1951 | loss: 0.0310452 | val_loss: 0.0312159 | Time: 1649.14 ms [2021-09-27 04:48:05 main:574] : INFO : Epoch 1952 | loss: 0.0310677 | val_loss: 0.0312066 | Time: 1656 ms [2021-09-27 04:48:06 main:574] : INFO : Epoch 1953 | loss: 0.0310567 | val_loss: 0.0312313 | Time: 1635.27 ms [2021-09-27 04:48:08 main:574] : INFO : Epoch 1954 | loss: 0.0310489 | val_loss: 0.0312201 | Time: 1628.21 ms [2021-09-27 04:48:10 main:574] : INFO : Epoch 1955 | loss: 0.0310425 | val_loss: 0.0312176 | Time: 1635.66 ms [2021-09-27 04:48:11 main:574] : INFO : Epoch 1956 | loss: 0.0310372 | val_loss: 0.0312205 | Time: 1639.05 ms [2021-09-27 04:48:13 main:574] : INFO : Epoch 1957 | loss: 0.0310345 | val_loss: 0.0312279 | Time: 1666.63 ms [2021-09-27 04:48:15 main:574] : INFO : Epoch 1958 | loss: 0.031043 | val_loss: 0.0312338 | Time: 1655.93 ms [2021-09-27 04:48:16 main:574] : INFO : Epoch 1959 | loss: 0.0310403 | val_loss: 0.0312266 | Time: 1650.62 ms [2021-09-27 04:48:18 main:574] : INFO : Epoch 1960 | loss: 0.0310347 | val_loss: 0.0312349 | Time: 1640.06 ms [2021-09-27 04:48:20 main:574] : INFO : Epoch 1961 | loss: 0.0310358 | val_loss: 0.0312125 | Time: 1652.99 ms [2021-09-27 04:48:21 main:574] : INFO : Epoch 1962 | loss: 0.0310414 | val_loss: 0.0312482 | Time: 1643.81 ms [2021-09-27 04:48:23 main:574] : INFO : Epoch 1963 | loss: 0.0310479 | val_loss: 0.0312079 | Time: 1652.59 ms [2021-09-27 04:48:25 main:574] : INFO : Epoch 1964 | loss: 0.0310431 | val_loss: 0.0312434 | Time: 1629.64 ms [2021-09-27 04:48:26 main:574] : INFO : Epoch 1965 | loss: 0.0310378 | val_loss: 0.0312202 | Time: 1678.93 ms [2021-09-27 04:48:28 main:574] : INFO : Epoch 1966 | loss: 0.0310348 | val_loss: 0.0312417 | Time: 1654.69 ms [2021-09-27 04:48:30 main:574] : INFO : Epoch 1967 | loss: 0.0310282 | val_loss: 0.0312172 | Time: 1632.53 ms [2021-09-27 04:48:31 main:574] : INFO : Epoch 1968 | loss: 0.0310317 | val_loss: 0.0312106 | Time: 1672.01 ms [2021-09-27 04:48:33 main:574] : INFO : Epoch 1969 | loss: 0.0310358 | val_loss: 0.0312701 | Time: 1638.6 ms [2021-09-27 04:48:35 main:574] : INFO : Epoch 1970 | loss: 0.0310389 | val_loss: 0.0312511 | Time: 1650.42 ms [2021-09-27 04:48:36 main:574] : INFO : Epoch 1971 | loss: 0.0310338 | val_loss: 0.0312534 | Time: 1647.53 ms [2021-09-27 04:48:38 main:574] : INFO : Epoch 1972 | loss: 0.0310394 | val_loss: 0.0312384 | Time: 1623.02 ms [2021-09-27 04:48:39 main:574] : INFO : Epoch 1973 | loss: 0.0310291 | val_loss: 0.0312479 | Time: 1641.05 ms [2021-09-27 04:48:41 main:574] : INFO : Epoch 1974 | loss: 0.031049 | val_loss: 0.0312108 | Time: 1670.33 ms [2021-09-27 04:48:43 main:574] : INFO : Epoch 1975 | loss: 0.0310582 | val_loss: 0.0312182 | Time: 1632.34 ms [2021-09-27 04:48:44 main:574] : INFO : Epoch 1976 | loss: 0.0310631 | val_loss: 0.0312431 | Time: 1646.81 ms [2021-09-27 04:48:46 main:574] : INFO : Epoch 1977 | loss: 0.0310532 | val_loss: 0.0312175 | Time: 1656.58 ms [2021-09-27 04:48:48 main:574] : INFO : Epoch 1978 | loss: 0.0310483 | val_loss: 0.0312179 | Time: 1680.74 ms [2021-09-27 04:48:49 main:574] : INFO : Epoch 1979 | loss: 0.0310475 | val_loss: 0.0312369 | Time: 1651.15 ms [2021-09-27 04:48:51 main:574] : INFO : Epoch 1980 | loss: 0.031046 | val_loss: 0.0312246 | Time: 1630.15 ms [2021-09-27 04:48:53 main:574] : INFO : Epoch 1981 | loss: 0.0310422 | val_loss: 0.0312222 | Time: 1622.49 ms [2021-09-27 04:48:54 main:574] : INFO : Epoch 1982 | loss: 0.0310403 | val_loss: 0.0312245 | Time: 1625.7 ms [2021-09-27 04:48:56 main:574] : INFO : Epoch 1983 | loss: 0.0310325 | val_loss: 0.0312435 | Time: 1627.95 ms [2021-09-27 04:48:58 main:574] : INFO : Epoch 1984 | loss: 0.0310324 | val_loss: 0.0312148 | Time: 1609.96 ms [2021-09-27 04:48:59 main:574] : INFO : Epoch 1985 | loss: 0.0310401 | val_loss: 0.0312456 | Time: 1640.77 ms [2021-09-27 04:49:01 main:574] : INFO : Epoch 1986 | loss: 0.0310452 | val_loss: 0.0312076 | Time: 1635.75 ms [2021-09-27 04:49:03 main:574] : INFO : Epoch 1987 | loss: 0.0310407 | val_loss: 0.0312331 | Time: 1590.71 ms [2021-09-27 04:49:04 main:574] : INFO : Epoch 1988 | loss: 0.0310442 | val_loss: 0.0312129 | Time: 1642.01 ms [2021-09-27 04:49:06 main:574] : INFO : Epoch 1989 | loss: 0.0310554 | val_loss: 0.0312254 | Time: 1625.07 ms [2021-09-27 04:49:07 main:574] : INFO : Epoch 1990 | loss: 0.0310477 | val_loss: 0.031229 | Time: 1627.45 ms [2021-09-27 04:49:09 main:574] : INFO : Epoch 1991 | loss: 0.0310541 | val_loss: 0.0312092 | Time: 1646.45 ms [2021-09-27 04:49:11 main:574] : INFO : Epoch 1992 | loss: 0.0310461 | val_loss: 0.0312061 | Time: 1642.25 ms [2021-09-27 04:49:12 main:574] : INFO : Epoch 1993 | loss: 0.0310405 | val_loss: 0.0312265 | Time: 1638.29 ms [2021-09-27 04:49:14 main:574] : INFO : Epoch 1994 | loss: 0.0310357 | val_loss: 0.031231 | Time: 1631.82 ms [2021-09-27 04:49:16 main:574] : INFO : Epoch 1995 | loss: 0.0310339 | val_loss: 0.0312372 | Time: 1656.94 ms [2021-09-27 04:49:17 main:574] : INFO : Epoch 1996 | loss: 0.03103 | val_loss: 0.0312354 | Time: 1642.85 ms [2021-09-27 04:49:19 main:574] : INFO : Epoch 1997 | loss: 0.031031 | val_loss: 0.0312403 | Time: 1641.67 ms [2021-09-27 04:49:21 main:574] : INFO : Epoch 1998 | loss: 0.0310253 | val_loss: 0.0312314 | Time: 1637.1 ms [2021-09-27 04:49:22 main:574] : INFO : Epoch 1999 | loss: 0.0310343 | val_loss: 0.0312436 | Time: 1649.43 ms [2021-09-27 04:49:24 main:574] : INFO : Epoch 2000 | loss: 0.0310384 | val_loss: 0.0312119 | Time: 1624.58 ms [2021-09-27 04:49:26 main:574] : INFO : Epoch 2001 | loss: 0.0310358 | val_loss: 0.0312302 | Time: 1665.87 ms [2021-09-27 04:49:27 main:574] : INFO : Epoch 2002 | loss: 0.0310314 | val_loss: 0.0312223 | Time: 1638.49 ms [2021-09-27 04:49:29 main:574] : INFO : Epoch 2003 | loss: 0.0310327 | val_loss: 0.0312242 | Time: 1646.42 ms [2021-09-27 04:49:31 main:574] : INFO : Epoch 2004 | loss: 0.0310459 | val_loss: 0.0312126 | Time: 1651.85 ms [2021-09-27 04:49:32 main:574] : INFO : Epoch 2005 | loss: 0.0310576 | val_loss: 0.0312068 | Time: 1665.34 ms [2021-09-27 04:49:34 main:574] : INFO : Epoch 2006 | loss: 0.0310717 | val_loss: 0.0312015 | Time: 1679.11 ms [2021-09-27 04:49:36 main:574] : INFO : Epoch 2007 | loss: 0.0310669 | val_loss: 0.0312085 | Time: 1652.27 ms [2021-09-27 04:49:37 main:574] : INFO : Epoch 2008 | loss: 0.0310747 | val_loss: 0.0312023 | Time: 1683.11 ms [2021-09-27 04:49:39 main:574] : INFO : Epoch 2009 | loss: 0.0310592 | val_loss: 0.0312117 | Time: 1656.87 ms [2021-09-27 04:49:41 main:574] : INFO : Epoch 2010 | loss: 0.0310498 | val_loss: 0.0312248 | Time: 1660.33 ms [2021-09-27 04:49:42 main:574] : INFO : Epoch 2011 | loss: 0.0310458 | val_loss: 0.0312253 | Time: 1634.51 ms [2021-09-27 04:49:44 main:574] : INFO : Epoch 2012 | loss: 0.0310397 | val_loss: 0.0312173 | Time: 1648.59 ms [2021-09-27 04:49:46 main:574] : INFO : Epoch 2013 | loss: 0.0310405 | val_loss: 0.031248 | Time: 1689.49 ms [2021-09-27 04:49:47 main:574] : INFO : Epoch 2014 | loss: 0.0310361 | val_loss: 0.0312135 | Time: 1668.49 ms [2021-09-27 04:49:49 main:574] : INFO : Epoch 2015 | loss: 0.0310353 | val_loss: 0.0312319 | Time: 1644.93 ms [2021-09-27 04:49:51 main:574] : INFO : Epoch 2016 | loss: 0.0310479 | val_loss: 0.0312247 | Time: 1663.92 ms [2021-09-27 04:49:52 main:574] : INFO : Epoch 2017 | loss: 0.0310434 | val_loss: 0.0312211 | Time: 1632.09 ms [2021-09-27 04:49:54 main:574] : INFO : Epoch 2018 | loss: 0.0310387 | val_loss: 0.0312315 | Time: 1636.01 ms [2021-09-27 04:49:55 main:574] : INFO : Epoch 2019 | loss: 0.0310425 | val_loss: 0.0312083 | Time: 1599.35 ms [2021-09-27 04:49:57 main:574] : INFO : Epoch 2020 | loss: 0.0310407 | val_loss: 0.0312445 | Time: 1626.03 ms [2021-09-27 04:49:59 main:574] : INFO : Epoch 2021 | loss: 0.0310462 | val_loss: 0.0312249 | Time: 1644.16 ms [2021-09-27 04:50:00 main:574] : INFO : Epoch 2022 | loss: 0.0310569 | val_loss: 0.0312055 | Time: 1636.97 ms [2021-09-27 04:50:02 main:574] : INFO : Epoch 2023 | loss: 0.0310672 | val_loss: 0.0312295 | Time: 1626.23 ms [2021-09-27 04:50:04 main:574] : INFO : Epoch 2024 | loss: 0.0310687 | val_loss: 0.0312037 | Time: 1607.03 ms [2021-09-27 04:50:05 main:574] : INFO : Epoch 2025 | loss: 0.0310576 | val_loss: 0.0312224 | Time: 1635.76 ms [2021-09-27 04:50:07 main:574] : INFO : Epoch 2026 | loss: 0.0310534 | val_loss: 0.0312047 | Time: 1636.26 ms [2021-09-27 04:50:09 main:574] : INFO : Epoch 2027 | loss: 0.0310524 | val_loss: 0.031219 | Time: 1632.26 ms [2021-09-27 04:50:10 main:574] : INFO : Epoch 2028 | loss: 0.031046 | val_loss: 0.0312139 | Time: 1620.91 ms [2021-09-27 04:50:12 main:574] : INFO : Epoch 2029 | loss: 0.0310477 | val_loss: 0.0312228 | Time: 1614.86 ms [2021-09-27 04:50:13 main:574] : INFO : Epoch 2030 | loss: 0.0310574 | val_loss: 0.0312141 | Time: 1671.26 ms [2021-09-27 04:50:15 main:574] : INFO : Epoch 2031 | loss: 0.0310547 | val_loss: 0.0311925 | Time: 1647.49 ms [2021-09-27 04:50:17 main:574] : INFO : Epoch 2032 | loss: 0.0310509 | val_loss: 0.0312289 | Time: 1634.69 ms [2021-09-27 04:50:18 main:574] : INFO : Epoch 2033 | loss: 0.0310434 | val_loss: 0.0312231 | Time: 1647.54 ms [2021-09-27 04:50:20 main:574] : INFO : Epoch 2034 | loss: 0.0310396 | val_loss: 0.0312148 | Time: 1671.3 ms [2021-09-27 04:50:22 main:574] : INFO : Epoch 2035 | loss: 0.0310519 | val_loss: 0.0312228 | Time: 1669.72 ms [2021-09-27 04:50:23 main:574] : INFO : Epoch 2036 | loss: 0.0310551 | val_loss: 0.031211 | Time: 1662.86 ms [2021-09-27 04:50:25 main:574] : INFO : Epoch 2037 | loss: 0.0310683 | val_loss: 0.0312142 | Time: 1641.87 ms [2021-09-27 04:50:27 main:574] : INFO : Epoch 2038 | loss: 0.0310592 | val_loss: 0.0312281 | Time: 1642.8 ms [2021-09-27 04:50:28 main:574] : INFO : Epoch 2039 | loss: 0.0310654 | val_loss: 0.0312099 | Time: 1654.18 ms [2021-09-27 04:50:30 main:574] : INFO : Epoch 2040 | loss: 0.0310591 | val_loss: 0.0312089 | Time: 1641.79 ms [2021-09-27 04:50:32 main:574] : INFO : Epoch 2041 | loss: 0.0310566 | val_loss: 0.0312202 | Time: 1646.41 ms [2021-09-27 04:50:33 main:574] : INFO : Epoch 2042 | loss: 0.0310538 | val_loss: 0.0312351 | Time: 1616.07 ms [2021-09-27 04:50:35 main:574] : INFO : Epoch 2043 | loss: 0.0310475 | val_loss: 0.0312118 | Time: 1682.88 ms [2021-09-27 04:50:37 main:574] : INFO : Epoch 2044 | loss: 0.0310631 | val_loss: 0.0312259 | Time: 1675.21 ms [2021-09-27 04:50:38 main:574] : INFO : Epoch 2045 | loss: 0.0310674 | val_loss: 0.0312049 | Time: 1632.14 ms [2021-09-27 04:50:40 main:574] : INFO : Epoch 2046 | loss: 0.0310631 | val_loss: 0.031208 | Time: 1663.81 ms [2021-09-27 04:50:42 main:574] : INFO : Epoch 2047 | loss: 0.0310566 | val_loss: 0.0312007 | Time: 1657.37 ms [2021-09-27 04:50:43 main:574] : INFO : Epoch 2048 | loss: 0.0310567 | val_loss: 0.0312243 | Time: 1614.42 ms [2021-09-27 04:50:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312243 [2021-09-27 04:50:43 main:603] : INFO : Saving end state to config to file [2021-09-27 04:50:43 main:608] : INFO : Success, exiting.. 04:50:43 (14292): 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)