Task 3848151
| Name | ParityModified-1609264820-1806-7_0 |
| Workunit | 2014616 |
| Created | 25 Jan 2021, 22:53:45 UTC |
| Sent | 25 Jan 2021, 22:54:04 UTC |
| Report deadline | 1 Feb 2021, 22:54:04 UTC |
| Received | 26 Jan 2021, 4:09:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 17 sec |
| CPU time | 1 hours 9 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 2045.76 ms
[2021-01-26 03:53:09 main:574] : INFO : Epoch 1543 | loss: 0.0311684 | val_loss: 0.0311821 | Time: 2047.19 ms
[2021-01-26 03:53:11 main:574] : INFO : Epoch 1544 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 2043.07 ms
[2021-01-26 03:53:13 main:574] : INFO : Epoch 1545 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 2044.11 ms
[2021-01-26 03:53:15 main:574] : INFO : Epoch 1546 | loss: 0.0311674 | val_loss: 0.0311821 | Time: 2048.58 ms
[2021-01-26 03:53:17 main:574] : INFO : Epoch 1547 | loss: 0.0311677 | val_loss: 0.0311855 | Time: 2043.44 ms
[2021-01-26 03:53:19 main:574] : INFO : Epoch 1548 | loss: 0.031171 | val_loss: 0.0311929 | Time: 2041.49 ms
[2021-01-26 03:53:21 main:574] : INFO : Epoch 1549 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 2053.54 ms
[2021-01-26 03:53:23 main:574] : INFO : Epoch 1550 | loss: 0.0311664 | val_loss: 0.0311827 | Time: 2040.01 ms
[2021-01-26 03:53:25 main:574] : INFO : Epoch 1551 | loss: 0.0311668 | val_loss: 0.0311817 | Time: 2037.33 ms
[2021-01-26 03:53:28 main:574] : INFO : Epoch 1552 | loss: 0.0311672 | val_loss: 0.0311802 | Time: 2046.97 ms
[2021-01-26 03:53:30 main:574] : INFO : Epoch 1553 | loss: 0.0311675 | val_loss: 0.0311814 | Time: 2043.2 ms
[2021-01-26 03:53:32 main:574] : INFO : Epoch 1554 | loss: 0.031168 | val_loss: 0.0311796 | Time: 2044.14 ms
[2021-01-26 03:53:34 main:574] : INFO : Epoch 1555 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 2042.75 ms
[2021-01-26 03:53:36 main:574] : INFO : Epoch 1556 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 2045.71 ms
[2021-01-26 03:53:38 main:574] : INFO : Epoch 1557 | loss: 0.0311666 | val_loss: 0.0311802 | Time: 2045.42 ms
[2021-01-26 03:53:40 main:574] : INFO : Epoch 1558 | loss: 0.0311651 | val_loss: 0.0311822 | Time: 2048.43 ms
[2021-01-26 03:53:42 main:574] : INFO : Epoch 1559 | loss: 0.0311661 | val_loss: 0.0311811 | Time: 2049.68 ms
[2021-01-26 03:53:44 main:574] : INFO : Epoch 1560 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 2049.39 ms
[2021-01-26 03:53:46 main:574] : INFO : Epoch 1561 | loss: 0.0311684 | val_loss: 0.0311828 | Time: 2044.09 ms
[2021-01-26 03:53:48 main:574] : INFO : Epoch 1562 | loss: 0.031166 | val_loss: 0.0311817 | Time: 2039.39 ms
[2021-01-26 03:53:50 main:574] : INFO : Epoch 1563 | loss: 0.0311646 | val_loss: 0.0311811 | Time: 2041.51 ms
[2021-01-26 03:53:52 main:574] : INFO : Epoch 1564 | loss: 0.0311643 | val_loss: 0.0311848 | Time: 2048.24 ms
[2021-01-26 03:53:54 main:574] : INFO : Epoch 1565 | loss: 0.031168 | val_loss: 0.0311806 | Time: 2048.27 ms
[2021-01-26 03:53:56 main:574] : INFO : Epoch 1566 | loss: 0.0311703 | val_loss: 0.0311812 | Time: 2047.56 ms
[2021-01-26 03:53:58 main:574] : INFO : Epoch 1567 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 2049.05 ms
[2021-01-26 03:54:00 main:574] : INFO : Epoch 1568 | loss: 0.0311748 | val_loss: 0.0311875 | Time: 2042.76 ms
[2021-01-26 03:54:03 main:574] : INFO : Epoch 1569 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2051.55 ms
[2021-01-26 03:54:05 main:574] : INFO : Epoch 1570 | loss: 0.0311731 | val_loss: 0.0311891 | Time: 2046.76 ms
[2021-01-26 03:54:07 main:574] : INFO : Epoch 1571 | loss: 0.0311765 | val_loss: 0.0311904 | Time: 2053.01 ms
[2021-01-26 03:54:09 main:574] : INFO : Epoch 1572 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 2041.14 ms
[2021-01-26 03:54:11 main:574] : INFO : Epoch 1573 | loss: 0.0311694 | val_loss: 0.0311814 | Time: 2043.29 ms
[2021-01-26 03:54:13 main:574] : INFO : Epoch 1574 | loss: 0.0311702 | val_loss: 0.0311806 | Time: 2043.19 ms
[2021-01-26 03:54:15 main:574] : INFO : Epoch 1575 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 2042.44 ms
[2021-01-26 03:54:17 main:574] : INFO : Epoch 1576 | loss: 0.0311731 | val_loss: 0.0311856 | Time: 2045.46 ms
[2021-01-26 03:54:19 main:574] : INFO : Epoch 1577 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2044.22 ms
[2021-01-26 03:54:21 main:574] : INFO : Epoch 1578 | loss: 0.0311706 | val_loss: 0.0311836 | Time: 2047.99 ms
[2021-01-26 03:54:23 main:574] : INFO : Epoch 1579 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 2047.01 ms
[2021-01-26 03:54:25 main:574] : INFO : Epoch 1580 | loss: 0.0311695 | val_loss: 0.0311888 | Time: 2046.24 ms
[2021-01-26 03:54:27 main:574] : INFO : Epoch 1581 | loss: 0.0311705 | val_loss: 0.031182 | Time: 2044.45 ms
[2021-01-26 03:54:29 main:574] : INFO : Epoch 1582 | loss: 0.0311702 | val_loss: 0.0311797 | Time: 2046.72 ms
[2021-01-26 03:54:31 main:574] : INFO : Epoch 1583 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 2042.37 ms
[2021-01-26 03:54:33 main:574] : INFO : Epoch 1584 | loss: 0.0311713 | val_loss: 0.031178 | Time: 2043.91 ms
[2021-01-26 03:54:35 main:574] : INFO : Epoch 1585 | loss: 0.031171 | val_loss: 0.0311807 | Time: 2052.04 ms
[2021-01-26 03:54:37 main:574] : INFO : Epoch 1586 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 2044.51 ms
[2021-01-26 03:54:40 main:574] : INFO : Epoch 1587 | loss: 0.0311688 | val_loss: 0.031178 | Time: 2041.07 ms
[2021-01-26 03:54:42 main:574] : INFO : Epoch 1588 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 2049.95 ms
[2021-01-26 03:54:44 main:574] : INFO : Epoch 1589 | loss: 0.0311693 | val_loss: 0.0311822 | Time: 2044.06 ms
[2021-01-26 03:54:46 main:574] : INFO : Epoch 1590 | loss: 0.0311697 | val_loss: 0.031185 | Time: 2045.56 ms
[2021-01-26 03:54:48 main:574] : INFO : Epoch 1591 | loss: 0.0311701 | val_loss: 0.0311792 | Time: 2047.44 ms
[2021-01-26 03:54:50 main:574] : INFO : Epoch 1592 | loss: 0.0311678 | val_loss: 0.0311785 | Time: 2044.43 ms
[2021-01-26 03:54:52 main:574] : INFO : Epoch 1593 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 2047.34 ms
[2021-01-26 03:54:54 main:574] : INFO : Epoch 1594 | loss: 0.0311671 | val_loss: 0.0311804 | Time: 2042.41 ms
[2021-01-26 03:54:56 main:574] : INFO : Epoch 1595 | loss: 0.0311684 | val_loss: 0.0311826 | Time: 2041.44 ms
[2021-01-26 03:54:58 main:574] : INFO : Epoch 1596 | loss: 0.0311692 | val_loss: 0.0311843 | Time: 2042.46 ms
[2021-01-26 03:55:00 main:574] : INFO : Epoch 1597 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 2045.47 ms
[2021-01-26 03:55:02 main:574] : INFO : Epoch 1598 | loss: 0.0311672 | val_loss: 0.0311816 | Time: 2046.52 ms
[2021-01-26 03:55:04 main:574] : INFO : Epoch 1599 | loss: 0.0311684 | val_loss: 0.0311835 | Time: 2045.35 ms
[2021-01-26 03:55:06 main:574] : INFO : Epoch 1600 | loss: 0.0311683 | val_loss: 0.0311821 | Time: 2038.48 ms
[2021-01-26 03:55:08 main:574] : INFO : Epoch 1601 | loss: 0.0311704 | val_loss: 0.0311941 | Time: 2043.46 ms
[2021-01-26 03:55:10 main:574] : INFO : Epoch 1602 | loss: 0.0311753 | val_loss: 0.0311875 | Time: 2043.11 ms
[2021-01-26 03:55:12 main:574] : INFO : Epoch 1603 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 2040.2 ms
[2021-01-26 03:55:14 main:574] : INFO : Epoch 1604 | loss: 0.0311707 | val_loss: 0.0311843 | Time: 2045.2 ms
[2021-01-26 03:55:17 main:574] : INFO : Epoch 1605 | loss: 0.0311688 | val_loss: 0.0311791 | Time: 2043.93 ms
[2021-01-26 03:55:19 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.031179 | Time: 2044.8 ms
[2021-01-26 03:55:21 main:574] : INFO : Epoch 1607 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 2044.54 ms
[2021-01-26 03:55:23 main:574] : INFO : Epoch 1608 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 2049.6 ms
[2021-01-26 03:55:25 main:574] : INFO : Epoch 1609 | loss: 0.0311711 | val_loss: 0.031176 | Time: 2048.78 ms
[2021-01-26 03:55:27 main:574] : INFO : Epoch 1610 | loss: 0.031175 | val_loss: 0.0311911 | Time: 2045.74 ms
[2021-01-26 03:55:29 main:574] : INFO : Epoch 1611 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 2042.52 ms
[2021-01-26 03:55:31 main:574] : INFO : Epoch 1612 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 2043.62 ms
[2021-01-26 03:55:33 main:574] : INFO : Epoch 1613 | loss: 0.0311736 | val_loss: 0.0311846 | Time: 2047.98 ms
[2021-01-26 03:55:35 main:574] : INFO : Epoch 1614 | loss: 0.0311744 | val_loss: 0.031179 | Time: 2039.85 ms
[2021-01-26 03:55:37 main:574] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 2045.59 ms
[2021-01-26 03:55:39 main:574] : INFO : Epoch 1616 | loss: 0.0311779 | val_loss: 0.03119 | Time: 2049.25 ms
[2021-01-26 03:55:41 main:574] : INFO : Epoch 1617 | loss: 0.0311848 | val_loss: 0.0311882 | Time: 2042.62 ms
[2021-01-26 03:55:43 main:574] : INFO : Epoch 1618 | loss: 0.0311828 | val_loss: 0.0311853 | Time: 2045.97 ms
[2021-01-26 03:55:45 main:574] : INFO : Epoch 1619 | loss: 0.0311799 | val_loss: 0.031182 | Time: 2039.64 ms
[2021-01-26 03:55:47 main:574] : INFO : Epoch 1620 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 2050.34 ms
[2021-01-26 03:55:49 main:574] : INFO : Epoch 1621 | loss: 0.0311824 | val_loss: 0.0311951 | Time: 2043.86 ms
[2021-01-26 03:55:51 main:574] : INFO : Epoch 1622 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 2044.8 ms
[2021-01-26 03:55:54 main:574] : INFO : Epoch 1623 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 2043.49 ms
[2021-01-26 03:55:56 main:574] : INFO : Epoch 1624 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 2044.42 ms
[2021-01-26 03:55:58 main:574] : INFO : Epoch 1625 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 2048.91 ms
[2021-01-26 03:56:00 main:574] : INFO : Epoch 1626 | loss: 0.0311863 | val_loss: 0.0311978 | Time: 2049.47 ms
[2021-01-26 03:56:02 main:574] : INFO : Epoch 1627 | loss: 0.0311866 | val_loss: 0.031191 | Time: 2044.84 ms
[2021-01-26 03:56:04 main:574] : INFO : Epoch 1628 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 2049.09 ms
[2021-01-26 03:56:06 main:574] : INFO : Epoch 1629 | loss: 0.0311892 | val_loss: 0.0312 | Time: 2045.09 ms
[2021-01-26 03:56:08 main:574] : INFO : Epoch 1630 | loss: 0.0311876 | val_loss: 0.0311928 | Time: 2042.99 ms
[2021-01-26 03:56:10 main:574] : INFO : Epoch 1631 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 2045.1 ms
[2021-01-26 03:56:12 main:574] : INFO : Epoch 1632 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 2041.29 ms
[2021-01-26 03:56:14 main:574] : INFO : Epoch 1633 | loss: 0.0311814 | val_loss: 0.0311936 | Time: 2047.51 ms
[2021-01-26 03:56:16 main:574] : INFO : Epoch 1634 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 2039.1 ms
[2021-01-26 03:56:18 main:574] : INFO : Epoch 1635 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 2043.3 ms
[2021-01-26 03:56:20 main:574] : INFO : Epoch 1636 | loss: 0.0311814 | val_loss: 0.0311913 | Time: 2038.55 ms
[2021-01-26 03:56:22 main:574] : INFO : Epoch 1637 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 2042.32 ms
[2021-01-26 03:56:24 main:574] : INFO : Epoch 1638 | loss: 0.0311848 | val_loss: 0.0311911 | Time: 2043.3 ms
[2021-01-26 03:56:26 main:574] : INFO : Epoch 1639 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 2040.74 ms
[2021-01-26 03:56:28 main:574] : INFO : Epoch 1640 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 2040.89 ms
[2021-01-26 03:56:31 main:574] : INFO : Epoch 1641 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 2045.94 ms
[2021-01-26 03:56:33 main:574] : INFO : Epoch 1642 | loss: 0.0311863 | val_loss: 0.031187 | Time: 2047.5 ms
[2021-01-26 03:56:35 main:574] : INFO : Epoch 1643 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 2040.51 ms
[2021-01-26 03:56:37 main:574] : INFO : Epoch 1644 | loss: 0.0311889 | val_loss: 0.0311892 | Time: 2043.03 ms
[2021-01-26 03:56:39 main:574] : INFO : Epoch 1645 | loss: 0.0311953 | val_loss: 0.0311941 | Time: 2049.83 ms
[2021-01-26 03:56:41 main:574] : INFO : Epoch 1646 | loss: 0.031195 | val_loss: 0.0311949 | Time: 2046.53 ms
[2021-01-26 03:56:43 main:574] : INFO : Epoch 1647 | loss: 0.0311889 | val_loss: 0.0311867 | Time: 2046.18 ms
[2021-01-26 03:56:45 main:574] : INFO : Epoch 1648 | loss: 0.0311862 | val_loss: 0.0311871 | Time: 2042.06 ms
[2021-01-26 03:56:47 main:574] : INFO : Epoch 1649 | loss: 0.031185 | val_loss: 0.0311842 | Time: 2040.73 ms
[2021-01-26 03:56:49 main:574] : INFO : Epoch 1650 | loss: 0.0311816 | val_loss: 0.03118 | Time: 2047.12 ms
[2021-01-26 03:56:51 main:574] : INFO : Epoch 1651 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 2044.05 ms
[2021-01-26 03:56:53 main:574] : INFO : Epoch 1652 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 2047.35 ms
[2021-01-26 03:56:55 main:574] : INFO : Epoch 1653 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 2045.96 ms
[2021-01-26 03:56:57 main:574] : INFO : Epoch 1654 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 2049.62 ms
[2021-01-26 03:56:59 main:574] : INFO : Epoch 1655 | loss: 0.0311838 | val_loss: 0.0311907 | Time: 2048.26 ms
[2021-01-26 03:57:01 main:574] : INFO : Epoch 1656 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 2051.03 ms
[2021-01-26 03:57:03 main:574] : INFO : Epoch 1657 | loss: 0.0311828 | val_loss: 0.0311847 | Time: 2046.11 ms
[2021-01-26 03:57:06 main:574] : INFO : Epoch 1658 | loss: 0.0311814 | val_loss: 0.0311806 | Time: 2055.36 ms
[2021-01-26 03:57:08 main:574] : INFO : Epoch 1659 | loss: 0.0311815 | val_loss: 0.0311893 | Time: 2071.51 ms
[2021-01-26 03:57:10 main:574] : INFO : Epoch 1660 | loss: 0.0311831 | val_loss: 0.0311802 | Time: 2052.62 ms
[2021-01-26 03:57:12 main:574] : INFO : Epoch 1661 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2036.04 ms
[2021-01-26 03:57:14 main:574] : INFO : Epoch 1662 | loss: 0.0311867 | val_loss: 0.0311844 | Time: 2047.29 ms
[2021-01-26 03:57:16 main:574] : INFO : Epoch 1663 | loss: 0.0311883 | val_loss: 0.0311873 | Time: 2046.47 ms
[2021-01-26 03:57:18 main:574] : INFO : Epoch 1664 | loss: 0.0311909 | val_loss: 0.0311887 | Time: 2045.08 ms
[2021-01-26 03:57:20 main:574] : INFO : Epoch 1665 | loss: 0.0311932 | val_loss: 0.0311881 | Time: 2041.63 ms
[2021-01-26 03:57:22 main:574] : INFO : Epoch 1666 | loss: 0.0311938 | val_loss: 0.0311909 | Time: 2047.9 ms
[2021-01-26 03:57:24 main:574] : INFO : Epoch 1667 | loss: 0.0311917 | val_loss: 0.0311918 | Time: 2045.65 ms
[2021-01-26 03:57:26 main:574] : INFO : Epoch 1668 | loss: 0.0311909 | val_loss: 0.031186 | Time: 2038.38 ms
[2021-01-26 03:57:28 main:574] : INFO : Epoch 1669 | loss: 0.031189 | val_loss: 0.0311848 | Time: 2050.07 ms
[2021-01-26 03:57:30 main:574] : INFO : Epoch 1670 | loss: 0.0311875 | val_loss: 0.0311915 | Time: 2043.45 ms
[2021-01-26 03:57:32 main:574] : INFO : Epoch 1671 | loss: 0.0311874 | val_loss: 0.0311836 | Time: 2044.7 ms
[2021-01-26 03:57:34 main:574] : INFO : Epoch 1672 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 2047.9 ms
[2021-01-26 03:57:36 main:574] : INFO : Epoch 1673 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 2044.87 ms
[2021-01-26 03:57:38 main:574] : INFO : Epoch 1674 | loss: 0.0311854 | val_loss: 0.0311841 | Time: 2041.93 ms
[2021-01-26 03:57:41 main:574] : INFO : Epoch 1675 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 2049.12 ms
[2021-01-26 03:57:43 main:574] : INFO : Epoch 1676 | loss: 0.0311846 | val_loss: 0.0311857 | Time: 2040.71 ms
[2021-01-26 03:57:45 main:574] : INFO : Epoch 1677 | loss: 0.0311856 | val_loss: 0.0311845 | Time: 2044.93 ms
[2021-01-26 03:57:47 main:574] : INFO : Epoch 1678 | loss: 0.0311829 | val_loss: 0.0311847 | Time: 2049.71 ms
[2021-01-26 03:57:49 main:574] : INFO : Epoch 1679 | loss: 0.0311848 | val_loss: 0.0311856 | Time: 2045.2 ms
[2021-01-26 03:57:51 main:574] : INFO : Epoch 1680 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 2042.87 ms
[2021-01-26 03:57:53 main:574] : INFO : Epoch 1681 | loss: 0.031184 | val_loss: 0.0311831 | Time: 2054.07 ms
[2021-01-26 03:57:55 main:574] : INFO : Epoch 1682 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 2047.43 ms
[2021-01-26 03:57:57 main:574] : INFO : Epoch 1683 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 2043.45 ms
[2021-01-26 03:57:59 main:574] : INFO : Epoch 1684 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 2051.87 ms
[2021-01-26 03:58:01 main:574] : INFO : Epoch 1685 | loss: 0.031183 | val_loss: 0.0311854 | Time: 2044.14 ms
[2021-01-26 03:58:03 main:574] : INFO : Epoch 1686 | loss: 0.0311843 | val_loss: 0.0311888 | Time: 2045.49 ms
[2021-01-26 03:58:05 main:574] : INFO : Epoch 1687 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 2041.91 ms
[2021-01-26 03:58:07 main:574] : INFO : Epoch 1688 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 2041.37 ms
[2021-01-26 03:58:09 main:574] : INFO : Epoch 1689 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 2050.08 ms
[2021-01-26 03:58:11 main:574] : INFO : Epoch 1690 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 2047.29 ms
[2021-01-26 03:58:13 main:574] : INFO : Epoch 1691 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2048.46 ms
[2021-01-26 03:58:15 main:574] : INFO : Epoch 1692 | loss: 0.0311827 | val_loss: 0.0311855 | Time: 2048.52 ms
[2021-01-26 03:58:18 main:574] : INFO : Epoch 1693 | loss: 0.0311836 | val_loss: 0.031185 | Time: 2043.4 ms
[2021-01-26 03:58:20 main:574] : INFO : Epoch 1694 | loss: 0.0311827 | val_loss: 0.0311838 | Time: 2042.28 ms
[2021-01-26 03:58:22 main:574] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.031186 | Time: 2048.34 ms
[2021-01-26 03:58:24 main:574] : INFO : Epoch 1696 | loss: 0.0311889 | val_loss: 0.0311863 | Time: 2047.2 ms
[2021-01-26 03:58:26 main:574] : INFO : Epoch 1697 | loss: 0.0311836 | val_loss: 0.031183 | Time: 2042.94 ms
[2021-01-26 03:58:28 main:574] : INFO : Epoch 1698 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 2039.22 ms
[2021-01-26 03:58:30 main:574] : INFO : Epoch 1699 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2052.48 ms
[2021-01-26 03:58:32 main:574] : INFO : Epoch 1700 | loss: 0.0311837 | val_loss: 0.0311871 | Time: 2048.06 ms
[2021-01-26 03:58:34 main:574] : INFO : Epoch 1701 | loss: 0.0311831 | val_loss: 0.0311861 | Time: 2041.82 ms
[2021-01-26 03:58:36 main:574] : INFO : Epoch 1702 | loss: 0.0311816 | val_loss: 0.0311848 | Time: 2045.29 ms
[2021-01-26 03:58:38 main:574] : INFO : Epoch 1703 | loss: 0.0311828 | val_loss: 0.0311864 | Time: 2047.07 ms
[2021-01-26 03:58:40 main:574] : INFO : Epoch 1704 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 2046.05 ms
[2021-01-26 03:58:42 main:574] : INFO : Epoch 1705 | loss: 0.0311813 | val_loss: 0.0311886 | Time: 2043.12 ms
[2021-01-26 03:58:44 main:574] : INFO : Epoch 1706 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 2042.65 ms
[2021-01-26 03:58:46 main:574] : INFO : Epoch 1707 | loss: 0.0311802 | val_loss: 0.0311879 | Time: 2041.73 ms
[2021-01-26 03:58:48 main:574] : INFO : Epoch 1708 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 2048.04 ms
[2021-01-26 03:58:50 main:574] : INFO : Epoch 1709 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 2051.68 ms
[2021-01-26 03:58:53 main:574] : INFO : Epoch 1710 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 2043.86 ms
[2021-01-26 03:58:55 main:574] : INFO : Epoch 1711 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 2048.56 ms
[2021-01-26 03:58:57 main:574] : INFO : Epoch 1712 | loss: 0.0311804 | val_loss: 0.031188 | Time: 2045.31 ms
[2021-01-26 03:58:59 main:574] : INFO : Epoch 1713 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 2052.41 ms
[2021-01-26 03:59:01 main:574] : INFO : Epoch 1714 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 2040.05 ms
[2021-01-26 03:59:03 main:574] : INFO : Epoch 1715 | loss: 0.0311809 | val_loss: 0.0311841 | Time: 2043.33 ms
[2021-01-26 03:59:05 main:574] : INFO : Epoch 1716 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 2048.27 ms
[2021-01-26 03:59:07 main:574] : INFO : Epoch 1717 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 2043.57 ms
[2021-01-26 03:59:09 main:574] : INFO : Epoch 1718 | loss: 0.0311803 | val_loss: 0.0311889 | Time: 2048.63 ms
[2021-01-26 03:59:11 main:574] : INFO : Epoch 1719 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 2045.65 ms
[2021-01-26 03:59:13 main:574] : INFO : Epoch 1720 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 2048.45 ms
[2021-01-26 03:59:15 main:574] : INFO : Epoch 1721 | loss: 0.0311818 | val_loss: 0.031191 | Time: 2052.69 ms
[2021-01-26 03:59:17 main:574] : INFO : Epoch 1722 | loss: 0.0311857 | val_loss: 0.0311871 | Time: 2052.51 ms
[2021-01-26 03:59:19 main:574] : INFO : Epoch 1723 | loss: 0.0311825 | val_loss: 0.0311911 | Time: 2045.7 ms
[2021-01-26 03:59:21 main:574] : INFO : Epoch 1724 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 2043.18 ms
[2021-01-26 03:59:23 main:574] : INFO : Epoch 1725 | loss: 0.031179 | val_loss: 0.0311853 | Time: 2046.89 ms
[2021-01-26 03:59:25 main:574] : INFO : Epoch 1726 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 2043.93 ms
[2021-01-26 03:59:27 main:574] : INFO : Epoch 1727 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 2041.61 ms
[2021-01-26 03:59:30 main:574] : INFO : Epoch 1728 | loss: 0.0311791 | val_loss: 0.0311852 | Time: 2043.91 ms
[2021-01-26 03:59:32 main:574] : INFO : Epoch 1729 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 2047.23 ms
[2021-01-26 03:59:34 main:574] : INFO : Epoch 1730 | loss: 0.0311792 | val_loss: 0.031183 | Time: 2049.3 ms
[2021-01-26 03:59:36 main:574] : INFO : Epoch 1731 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 2050.9 ms
[2021-01-26 03:59:38 main:574] : INFO : Epoch 1732 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 2048.26 ms
[2021-01-26 03:59:40 main:574] : INFO : Epoch 1733 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 2041.08 ms
[2021-01-26 03:59:42 main:574] : INFO : Epoch 1734 | loss: 0.0311787 | val_loss: 0.0311853 | Time: 2043.51 ms
[2021-01-26 03:59:44 main:574] : INFO : Epoch 1735 | loss: 0.0311783 | val_loss: 0.0311888 | Time: 2041.85 ms
[2021-01-26 03:59:46 main:574] : INFO : Epoch 1736 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 2041.94 ms
[2021-01-26 03:59:48 main:574] : INFO : Epoch 1737 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 2047.4 ms
[2021-01-26 03:59:50 main:574] : INFO : Epoch 1738 | loss: 0.0311808 | val_loss: 0.0311873 | Time: 2049 ms
[2021-01-26 03:59:52 main:574] : INFO : Epoch 1739 | loss: 0.0311843 | val_loss: 0.0311875 | Time: 2045.68 ms
[2021-01-26 03:59:54 main:574] : INFO : Epoch 1740 | loss: 0.0311839 | val_loss: 0.0311839 | Time: 2045.49 ms
[2021-01-26 03:59:56 main:574] : INFO : Epoch 1741 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 2046.89 ms
[2021-01-26 03:59:58 main:574] : INFO : Epoch 1742 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 2044.63 ms
[2021-01-26 04:00:00 main:574] : INFO : Epoch 1743 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 2039.66 ms
[2021-01-26 04:00:02 main:574] : INFO : Epoch 1744 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 2043.11 ms
[2021-01-26 04:00:05 main:574] : INFO : Epoch 1745 | loss: 0.0311814 | val_loss: 0.031187 | Time: 2047.09 ms
[2021-01-26 04:00:07 main:574] : INFO : Epoch 1746 | loss: 0.0311808 | val_loss: 0.0311891 | Time: 2046.36 ms
[2021-01-26 04:00:09 main:574] : INFO : Epoch 1747 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 2049.58 ms
[2021-01-26 04:00:11 main:574] : INFO : Epoch 1748 | loss: 0.0311819 | val_loss: 0.0311844 | Time: 2044.2 ms
[2021-01-26 04:00:13 main:574] : INFO : Epoch 1749 | loss: 0.031179 | val_loss: 0.0311817 | Time: 2049.9 ms
[2021-01-26 04:00:15 main:574] : INFO : Epoch 1750 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 2044.78 ms
[2021-01-26 04:00:17 main:574] : INFO : Epoch 1751 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 2047.93 ms
[2021-01-26 04:00:19 main:574] : INFO : Epoch 1752 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 2044.28 ms
[2021-01-26 04:00:21 main:574] : INFO : Epoch 1753 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 2054.38 ms
[2021-01-26 04:00:23 main:574] : INFO : Epoch 1754 | loss: 0.031177 | val_loss: 0.0311834 | Time: 2041.98 ms
[2021-01-26 04:00:25 main:574] : INFO : Epoch 1755 | loss: 0.0311785 | val_loss: 0.0311856 | Time: 2045.92 ms
[2021-01-26 04:00:27 main:574] : INFO : Epoch 1756 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 2048.25 ms
[2021-01-26 04:00:29 main:574] : INFO : Epoch 1757 | loss: 0.0311774 | val_loss: 0.0311882 | Time: 2047.4 ms
[2021-01-26 04:00:31 main:574] : INFO : Epoch 1758 | loss: 0.031178 | val_loss: 0.0311835 | Time: 2039.91 ms
[2021-01-26 04:00:33 main:574] : INFO : Epoch 1759 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 2043.27 ms
[2021-01-26 04:00:35 main:574] : INFO : Epoch 1760 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2039.44 ms
[2021-01-26 04:00:37 main:574] : INFO : Epoch 1761 | loss: 0.0311769 | val_loss: 0.03119 | Time: 2044.17 ms
[2021-01-26 04:00:39 main:574] : INFO : Epoch 1762 | loss: 0.0311802 | val_loss: 0.0311943 | Time: 2042.48 ms
[2021-01-26 04:00:42 main:574] : INFO : Epoch 1763 | loss: 0.0311809 | val_loss: 0.031188 | Time: 2044.62 ms
[2021-01-26 04:00:44 main:574] : INFO : Epoch 1764 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 2041.53 ms
[2021-01-26 04:00:46 main:574] : INFO : Epoch 1765 | loss: 0.0311809 | val_loss: 0.031186 | Time: 2051.48 ms
[2021-01-26 04:00:48 main:574] : INFO : Epoch 1766 | loss: 0.0311792 | val_loss: 0.0311936 | Time: 2042.07 ms
[2021-01-26 04:00:50 main:574] : INFO : Epoch 1767 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 2046.49 ms
[2021-01-26 04:00:52 main:574] : INFO : Epoch 1768 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 2046.61 ms
[2021-01-26 04:00:54 main:574] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311853 | Time: 2056.58 ms
[2021-01-26 04:00:56 main:574] : INFO : Epoch 1770 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 2040.05 ms
[2021-01-26 04:00:58 main:574] : INFO : Epoch 1771 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 2046.44 ms
[2021-01-26 04:01:00 main:574] : INFO : Epoch 1772 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 2042.8 ms
[2021-01-26 04:01:02 main:574] : INFO : Epoch 1773 | loss: 0.0311773 | val_loss: 0.0311871 | Time: 2045.83 ms
[2021-01-26 04:01:04 main:574] : INFO : Epoch 1774 | loss: 0.0311776 | val_loss: 0.0311883 | Time: 2040.31 ms
[2021-01-26 04:01:06 main:574] : INFO : Epoch 1775 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 2050.08 ms
[2021-01-26 04:01:08 main:574] : INFO : Epoch 1776 | loss: 0.0311771 | val_loss: 0.0311878 | Time: 2041.02 ms
[2021-01-26 04:01:10 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 2046.05 ms
[2021-01-26 04:01:12 main:574] : INFO : Epoch 1778 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 2043.15 ms
[2021-01-26 04:01:14 main:574] : INFO : Epoch 1779 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 2051.3 ms
[2021-01-26 04:01:16 main:574] : INFO : Epoch 1780 | loss: 0.0311748 | val_loss: 0.0311887 | Time: 2032.71 ms
[2021-01-26 04:01:19 main:574] : INFO : Epoch 1781 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 2047.39 ms
[2021-01-26 04:01:21 main:574] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 2044.22 ms
[2021-01-26 04:01:23 main:574] : INFO : Epoch 1783 | loss: 0.0311768 | val_loss: 0.0311872 | Time: 2046.9 ms
[2021-01-26 04:01:25 main:574] : INFO : Epoch 1784 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 2045.65 ms
[2021-01-26 04:01:27 main:574] : INFO : Epoch 1785 | loss: 0.0311752 | val_loss: 0.0311856 | Time: 2047.76 ms
[2021-01-26 04:01:29 main:574] : INFO : Epoch 1786 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2041.94 ms
[2021-01-26 04:01:31 main:574] : INFO : Epoch 1787 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 2043.56 ms
[2021-01-26 04:01:33 main:574] : INFO : Epoch 1788 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 2046.9 ms
[2021-01-26 04:01:35 main:574] : INFO : Epoch 1789 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 2047.02 ms
[2021-01-26 04:01:37 main:574] : INFO : Epoch 1790 | loss: 0.0311797 | val_loss: 0.031187 | Time: 2047.97 ms
[2021-01-26 04:01:39 main:574] : INFO : Epoch 1791 | loss: 0.03118 | val_loss: 0.0311825 | Time: 2046.92 ms
[2021-01-26 04:01:41 main:574] : INFO : Epoch 1792 | loss: 0.0311814 | val_loss: 0.0311847 | Time: 2038.75 ms
[2021-01-26 04:01:43 main:574] : INFO : Epoch 1793 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 2042.15 ms
[2021-01-26 04:01:45 main:574] : INFO : Epoch 1794 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 2042.86 ms
[2021-01-26 04:01:47 main:574] : INFO : Epoch 1795 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 2045.18 ms
[2021-01-26 04:01:49 main:574] : INFO : Epoch 1796 | loss: 0.0311777 | val_loss: 0.031183 | Time: 2042.48 ms
[2021-01-26 04:01:51 main:574] : INFO : Epoch 1797 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 2045.27 ms
[2021-01-26 04:01:53 main:574] : INFO : Epoch 1798 | loss: 0.0311823 | val_loss: 0.0311906 | Time: 2048.54 ms
[2021-01-26 04:01:56 main:574] : INFO : Epoch 1799 | loss: 0.0311951 | val_loss: 0.0311941 | Time: 2046.21 ms
[2021-01-26 04:01:58 main:574] : INFO : Epoch 1800 | loss: 0.0544932 | val_loss: 0.0394584 | Time: 2043.74 ms
[2021-01-26 04:02:00 main:574] : INFO : Epoch 1801 | loss: 0.0531116 | val_loss: 0.0316506 | Time: 2046.54 ms
[2021-01-26 04:02:02 main:574] : INFO : Epoch 1802 | loss: 0.0331446 | val_loss: 0.0314543 | Time: 2043.21 ms
[2021-01-26 04:02:04 main:574] : INFO : Epoch 1803 | loss: 0.0315589 | val_loss: 0.031316 | Time: 2046.67 ms
[2021-01-26 04:02:06 main:574] : INFO : Epoch 1804 | loss: 0.0312941 | val_loss: 0.03124 | Time: 2048.4 ms
[2021-01-26 04:02:08 main:574] : INFO : Epoch 1805 | loss: 0.0312376 | val_loss: 0.0312295 | Time: 2043.01 ms
[2021-01-26 04:02:10 main:574] : INFO : Epoch 1806 | loss: 0.0312275 | val_loss: 0.0312228 | Time: 2043.7 ms
[2021-01-26 04:02:12 main:574] : INFO : Epoch 1807 | loss: 0.0312221 | val_loss: 0.0312192 | Time: 2044.56 ms
[2021-01-26 04:02:14 main:574] : INFO : Epoch 1808 | loss: 0.031218 | val_loss: 0.0312158 | Time: 2043.2 ms
[2021-01-26 04:02:16 main:574] : INFO : Epoch 1809 | loss: 0.0312152 | val_loss: 0.0312122 | Time: 2046.98 ms
[2021-01-26 04:02:18 main:574] : INFO : Epoch 1810 | loss: 0.0312131 | val_loss: 0.0312102 | Time: 2044.06 ms
[2021-01-26 04:02:20 main:574] : INFO : Epoch 1811 | loss: 0.0312112 | val_loss: 0.0312099 | Time: 2046.8 ms
[2021-01-26 04:02:22 main:574] : INFO : Epoch 1812 | loss: 0.0312102 | val_loss: 0.0312083 | Time: 2051.28 ms
[2021-01-26 04:02:24 main:574] : INFO : Epoch 1813 | loss: 0.031209 | val_loss: 0.0312073 | Time: 2043.68 ms
[2021-01-26 04:02:26 main:574] : INFO : Epoch 1814 | loss: 0.0312082 | val_loss: 0.0312068 | Time: 2054.57 ms
[2021-01-26 04:02:28 main:574] : INFO : Epoch 1815 | loss: 0.0312075 | val_loss: 0.0312062 | Time: 2040.68 ms
[2021-01-26 04:02:30 main:574] : INFO : Epoch 1816 | loss: 0.0312072 | val_loss: 0.0312054 | Time: 2044.54 ms
[2021-01-26 04:02:33 main:574] : INFO : Epoch 1817 | loss: 0.0312063 | val_loss: 0.0312043 | Time: 2046.35 ms
[2021-01-26 04:02:35 main:574] : INFO : Epoch 1818 | loss: 0.031205 | val_loss: 0.0312034 | Time: 2043.81 ms
[2021-01-26 04:02:37 main:574] : INFO : Epoch 1819 | loss: 0.0312045 | val_loss: 0.031203 | Time: 2042.86 ms
[2021-01-26 04:02:39 main:574] : INFO : Epoch 1820 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 2047.29 ms
[2021-01-26 04:02:41 main:574] : INFO : Epoch 1821 | loss: 0.0312039 | val_loss: 0.0312031 | Time: 2052.95 ms
[2021-01-26 04:02:43 main:574] : INFO : Epoch 1822 | loss: 0.0312035 | val_loss: 0.0312022 | Time: 2048.49 ms
[2021-01-26 04:02:45 main:574] : INFO : Epoch 1823 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 2046.91 ms
[2021-01-26 04:02:47 main:574] : INFO : Epoch 1824 | loss: 0.0312032 | val_loss: 0.0312021 | Time: 2044.72 ms
[2021-01-26 04:02:49 main:574] : INFO : Epoch 1825 | loss: 0.0312029 | val_loss: 0.0312019 | Time: 2050.3 ms
[2021-01-26 04:02:51 main:574] : INFO : Epoch 1826 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 2047.69 ms
[2021-01-26 04:02:53 main:574] : INFO : Epoch 1827 | loss: 0.0312026 | val_loss: 0.0312012 | Time: 2048.49 ms
[2021-01-26 04:02:55 main:574] : INFO : Epoch 1828 | loss: 0.0312022 | val_loss: 0.0312011 | Time: 2045.47 ms
[2021-01-26 04:02:57 main:574] : INFO : Epoch 1829 | loss: 0.031202 | val_loss: 0.0312006 | Time: 2048.46 ms
[2021-01-26 04:02:59 main:574] : INFO : Epoch 1830 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 2040.47 ms
[2021-01-26 04:03:01 main:574] : INFO : Epoch 1831 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 2046.83 ms
[2021-01-26 04:03:03 main:574] : INFO : Epoch 1832 | loss: 0.0312012 | val_loss: 0.0311999 | Time: 2043.18 ms
[2021-01-26 04:03:05 main:574] : INFO : Epoch 1833 | loss: 0.031201 | val_loss: 0.0311998 | Time: 2045.18 ms
[2021-01-26 04:03:08 main:574] : INFO : Epoch 1834 | loss: 0.0312007 | val_loss: 0.0311998 | Time: 2048.32 ms
[2021-01-26 04:03:10 main:574] : INFO : Epoch 1835 | loss: 0.0312007 | val_loss: 0.0311995 | Time: 2047.2 ms
[2021-01-26 04:03:12 main:574] : INFO : Epoch 1836 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 2042.77 ms
[2021-01-26 04:03:14 main:574] : INFO : Epoch 1837 | loss: 0.0312007 | val_loss: 0.0311993 | Time: 2048.43 ms
[2021-01-26 04:03:16 main:574] : INFO : Epoch 1838 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 2044.56 ms
[2021-01-26 04:03:18 main:574] : INFO : Epoch 1839 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 2050.3 ms
[2021-01-26 04:03:20 main:574] : INFO : Epoch 1840 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 2039.13 ms
[2021-01-26 04:03:22 main:574] : INFO : Epoch 1841 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 2041.87 ms
[2021-01-26 04:03:24 main:574] : INFO : Epoch 1842 | loss: 0.0311997 | val_loss: 0.031199 | Time: 2050.15 ms
[2021-01-26 04:03:26 main:574] : INFO : Epoch 1843 | loss: 0.0311996 | val_loss: 0.0311988 | Time: 2044.71 ms
[2021-01-26 04:03:28 main:574] : INFO : Epoch 1844 | loss: 0.0311992 | val_loss: 0.0311982 | Time: 2041.98 ms
[2021-01-26 04:03:30 main:574] : INFO : Epoch 1845 | loss: 0.031199 | val_loss: 0.0311976 | Time: 2044.97 ms
[2021-01-26 04:03:32 main:574] : INFO : Epoch 1846 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 2042.86 ms
[2021-01-26 04:03:34 main:574] : INFO : Epoch 1847 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 2043.27 ms
[2021-01-26 04:03:36 main:574] : INFO : Epoch 1848 | loss: 0.0311986 | val_loss: 0.0311982 | Time: 2049.1 ms
[2021-01-26 04:03:38 main:574] : INFO : Epoch 1849 | loss: 0.0311977 | val_loss: 0.0311968 | Time: 2044.82 ms
[2021-01-26 04:03:40 main:574] : INFO : Epoch 1850 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 2045.42 ms
[2021-01-26 04:03:42 main:574] : INFO : Epoch 1851 | loss: 0.0311954 | val_loss: 0.031194 | Time: 2045.02 ms
[2021-01-26 04:03:45 main:574] : INFO : Epoch 1852 | loss: 0.0311943 | val_loss: 0.0311925 | Time: 2041.35 ms
[2021-01-26 04:03:47 main:574] : INFO : Epoch 1853 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 2048.18 ms
[2021-01-26 04:03:49 main:574] : INFO : Epoch 1854 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 2041.66 ms
[2021-01-26 04:03:51 main:574] : INFO : Epoch 1855 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 2037.52 ms
[2021-01-26 04:03:53 main:574] : INFO : Epoch 1856 | loss: 0.0311917 | val_loss: 0.0311912 | Time: 2041.12 ms
[2021-01-26 04:03:55 main:574] : INFO : Epoch 1857 | loss: 0.0311917 | val_loss: 0.0311907 | Time: 2045.19 ms
[2021-01-26 04:03:57 main:574] : INFO : Epoch 1858 | loss: 0.0311918 | val_loss: 0.0311908 | Time: 2042.08 ms
[2021-01-26 04:03:59 main:574] : INFO : Epoch 1859 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 2043.75 ms
[2021-01-26 04:04:01 main:574] : INFO : Epoch 1860 | loss: 0.0311905 | val_loss: 0.0311903 | Time: 2042.91 ms
[2021-01-26 04:04:03 main:574] : INFO : Epoch 1861 | loss: 0.0311902 | val_loss: 0.0311898 | Time: 2048.48 ms
[2021-01-26 04:04:05 main:574] : INFO : Epoch 1862 | loss: 0.0311898 | val_loss: 0.0311892 | Time: 2045.7 ms
[2021-01-26 04:04:07 main:574] : INFO : Epoch 1863 | loss: 0.0311897 | val_loss: 0.0311888 | Time: 2049.75 ms
[2021-01-26 04:04:09 main:574] : INFO : Epoch 1864 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 2045.89 ms
[2021-01-26 04:04:11 main:574] : INFO : Epoch 1865 | loss: 0.03119 | val_loss: 0.031189 | Time: 2038.78 ms
[2021-01-26 04:04:13 main:574] : INFO : Epoch 1866 | loss: 0.0311898 | val_loss: 0.031189 | Time: 2045.21 ms
[2021-01-26 04:04:15 main:574] : INFO : Epoch 1867 | loss: 0.0311898 | val_loss: 0.0311884 | Time: 2043.78 ms
[2021-01-26 04:04:17 main:574] : INFO : Epoch 1868 | loss: 0.0311888 | val_loss: 0.0311882 | Time: 2043.79 ms
[2021-01-26 04:04:19 main:574] : INFO : Epoch 1869 | loss: 0.0311883 | val_loss: 0.0311885 | Time: 2042.28 ms
[2021-01-26 04:04:22 main:574] : INFO : Epoch 1870 | loss: 0.0311892 | val_loss: 0.0311881 | Time: 2042.13 ms
[2021-01-26 04:04:24 main:574] : INFO : Epoch 1871 | loss: 0.0311896 | val_loss: 0.0311876 | Time: 2046.31 ms
[2021-01-26 04:04:26 main:574] : INFO : Epoch 1872 | loss: 0.0311893 | val_loss: 0.0311875 | Time: 2044.04 ms
[2021-01-26 04:04:28 main:574] : INFO : Epoch 1873 | loss: 0.0311893 | val_loss: 0.0311878 | Time: 2049.92 ms
[2021-01-26 04:04:30 main:574] : INFO : Epoch 1874 | loss: 0.0311889 | val_loss: 0.0311874 | Time: 2039.7 ms
[2021-01-26 04:04:32 main:574] : INFO : Epoch 1875 | loss: 0.031189 | val_loss: 0.0311882 | Time: 2043.28 ms
[2021-01-26 04:04:34 main:574] : INFO : Epoch 1876 | loss: 0.0311889 | val_loss: 0.0311886 | Time: 2042.97 ms
[2021-01-26 04:04:36 main:574] : INFO : Epoch 1877 | loss: 0.0311899 | val_loss: 0.0311878 | Time: 2047.19 ms
[2021-01-26 04:04:38 main:574] : INFO : Epoch 1878 | loss: 0.0311895 | val_loss: 0.0311873 | Time: 2047.12 ms
[2021-01-26 04:04:40 main:574] : INFO : Epoch 1879 | loss: 0.0311894 | val_loss: 0.0311881 | Time: 2047.05 ms
[2021-01-26 04:04:42 main:574] : INFO : Epoch 1880 | loss: 0.0311906 | val_loss: 0.0311886 | Time: 2046.03 ms
[2021-01-26 04:04:44 main:574] : INFO : Epoch 1881 | loss: 0.0311898 | val_loss: 0.0311877 | Time: 2038.42 ms
[2021-01-26 04:04:46 main:574] : INFO : Epoch 1882 | loss: 0.0311892 | val_loss: 0.031188 | Time: 2045.28 ms
[2021-01-26 04:04:48 main:574] : INFO : Epoch 1883 | loss: 0.0311885 | val_loss: 0.0311874 | Time: 2045.88 ms
[2021-01-26 04:04:50 main:574] : INFO : Epoch 1884 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 2044.49 ms
[2021-01-26 04:04:52 main:574] : INFO : Epoch 1885 | loss: 0.0311882 | val_loss: 0.031187 | Time: 2052.7 ms
[2021-01-26 04:04:54 main:574] : INFO : Epoch 1886 | loss: 0.0311882 | val_loss: 0.031187 | Time: 2044.68 ms
[2021-01-26 04:04:56 main:574] : INFO : Epoch 1887 | loss: 0.0311876 | val_loss: 0.031187 | Time: 2049.45 ms
[2021-01-26 04:04:59 main:574] : INFO : Epoch 1888 | loss: 0.031187 | val_loss: 0.031186 | Time: 2044.12 ms
[2021-01-26 04:05:01 main:574] : INFO : Epoch 1889 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 2040.92 ms
[2021-01-26 04:05:03 main:574] : INFO : Epoch 1890 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 2047.93 ms
[2021-01-26 04:05:05 main:574] : INFO : Epoch 1891 | loss: 0.0311871 | val_loss: 0.0311863 | Time: 2050.2 ms
[2021-01-26 04:05:07 main:574] : INFO : Epoch 1892 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 2043.34 ms
[2021-01-26 04:05:09 main:574] : INFO : Epoch 1893 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 2044.18 ms
[2021-01-26 04:05:11 main:574] : INFO : Epoch 1894 | loss: 0.0311889 | val_loss: 0.0311867 | Time: 2040.88 ms
[2021-01-26 04:05:13 main:574] : INFO : Epoch 1895 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 2039.28 ms
[2021-01-26 04:05:15 main:574] : INFO : Epoch 1896 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 2043.62 ms
[2021-01-26 04:05:17 main:574] : INFO : Epoch 1897 | loss: 0.0311868 | val_loss: 0.0311861 | Time: 2044.14 ms
[2021-01-26 04:05:19 main:574] : INFO : Epoch 1898 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 2045.34 ms
[2021-01-26 04:05:21 main:574] : INFO : Epoch 1899 | loss: 0.0311864 | val_loss: 0.0311855 | Time: 2048.84 ms
[2021-01-26 04:05:23 main:574] : INFO : Epoch 1900 | loss: 0.0311869 | val_loss: 0.0311853 | Time: 2044.73 ms
[2021-01-26 04:05:25 main:574] : INFO : Epoch 1901 | loss: 0.0311872 | val_loss: 0.031185 | Time: 2049.06 ms
[2021-01-26 04:05:27 main:574] : INFO : Epoch 1902 | loss: 0.0311867 | val_loss: 0.0311858 | Time: 2048.13 ms
[2021-01-26 04:05:29 main:574] : INFO : Epoch 1903 | loss: 0.0311877 | val_loss: 0.031189 | Time: 2046.08 ms
[2021-01-26 04:05:31 main:574] : INFO : Epoch 1904 | loss: 0.0311885 | val_loss: 0.0311892 | Time: 2044.5 ms
[2021-01-26 04:05:33 main:574] : INFO : Epoch 1905 | loss: 0.0311872 | val_loss: 0.0311849 | Time: 2043.17 ms
[2021-01-26 04:05:36 main:574] : INFO : Epoch 1906 | loss: 0.031186 | val_loss: 0.031185 | Time: 2046.05 ms
[2021-01-26 04:05:38 main:574] : INFO : Epoch 1907 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 2045.71 ms
[2021-01-26 04:05:40 main:574] : INFO : Epoch 1908 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 2040.4 ms
[2021-01-26 04:05:42 main:574] : INFO : Epoch 1909 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 2042.61 ms
[2021-01-26 04:05:44 main:574] : INFO : Epoch 1910 | loss: 0.0311854 | val_loss: 0.031185 | Time: 2043.21 ms
[2021-01-26 04:05:46 main:574] : INFO : Epoch 1911 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 2038.9 ms
[2021-01-26 04:05:48 main:574] : INFO : Epoch 1912 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 2039.97 ms
[2021-01-26 04:05:50 main:574] : INFO : Epoch 1913 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 2043.14 ms
[2021-01-26 04:05:52 main:574] : INFO : Epoch 1914 | loss: 0.0311851 | val_loss: 0.0311862 | Time: 2047.66 ms
[2021-01-26 04:05:54 main:574] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 2043.81 ms
[2021-01-26 04:05:56 main:574] : INFO : Epoch 1916 | loss: 0.031186 | val_loss: 0.0311864 | Time: 2037.17 ms
[2021-01-26 04:05:58 main:574] : INFO : Epoch 1917 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 2043.67 ms
[2021-01-26 04:06:00 main:574] : INFO : Epoch 1918 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 2048.53 ms
[2021-01-26 04:06:02 main:574] : INFO : Epoch 1919 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 2045.43 ms
[2021-01-26 04:06:04 main:574] : INFO : Epoch 1920 | loss: 0.0311856 | val_loss: 0.031185 | Time: 2047.11 ms
[2021-01-26 04:06:06 main:574] : INFO : Epoch 1921 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 2046.51 ms
[2021-01-26 04:06:08 main:574] : INFO : Epoch 1922 | loss: 0.0311849 | val_loss: 0.031185 | Time: 2051.61 ms
[2021-01-26 04:06:10 main:574] : INFO : Epoch 1923 | loss: 0.031185 | val_loss: 0.0311849 | Time: 2048.26 ms
[2021-01-26 04:06:13 main:574] : INFO : Epoch 1924 | loss: 0.0311846 | val_loss: 0.0311847 | Time: 2050.56 ms
[2021-01-26 04:06:15 main:574] : INFO : Epoch 1925 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 2046.15 ms
[2021-01-26 04:06:17 main:574] : INFO : Epoch 1926 | loss: 0.0311845 | val_loss: 0.0311848 | Time: 2045.2 ms
[2021-01-26 04:06:19 main:574] : INFO : Epoch 1927 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 2043.71 ms
[2021-01-26 04:06:21 main:574] : INFO : Epoch 1928 | loss: 0.0311848 | val_loss: 0.0311846 | Time: 2046.31 ms
[2021-01-26 04:06:23 main:574] : INFO : Epoch 1929 | loss: 0.0311846 | val_loss: 0.0311842 | Time: 2033.97 ms
[2021-01-26 04:06:25 main:574] : INFO : Epoch 1930 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 2047.83 ms
[2021-01-26 04:06:27 main:574] : INFO : Epoch 1931 | loss: 0.0311846 | val_loss: 0.0311849 | Time: 2044.04 ms
[2021-01-26 04:06:29 main:574] : INFO : Epoch 1932 | loss: 0.0311851 | val_loss: 0.031185 | Time: 2045.08 ms
[2021-01-26 04:06:31 main:574] : INFO : Epoch 1933 | loss: 0.0311846 | val_loss: 0.031185 | Time: 2045.4 ms
[2021-01-26 04:06:33 main:574] : INFO : Epoch 1934 | loss: 0.0311849 | val_loss: 0.0311853 | Time: 2039.89 ms
[2021-01-26 04:06:35 main:574] : INFO : Epoch 1935 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 2045.34 ms
[2021-01-26 04:06:37 main:574] : INFO : Epoch 1936 | loss: 0.031185 | val_loss: 0.0311848 | Time: 2049.11 ms
[2021-01-26 04:06:39 main:574] : INFO : Epoch 1937 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 2044 ms
[2021-01-26 04:06:41 main:574] : INFO : Epoch 1938 | loss: 0.031184 | val_loss: 0.0311846 | Time: 2041.69 ms
[2021-01-26 04:06:43 main:574] : INFO : Epoch 1939 | loss: 0.0311845 | val_loss: 0.0311849 | Time: 2040.19 ms
[2021-01-26 04:06:45 main:574] : INFO : Epoch 1940 | loss: 0.031184 | val_loss: 0.0311854 | Time: 2043.26 ms
[2021-01-26 04:06:47 main:574] : INFO : Epoch 1941 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 2051.23 ms
[2021-01-26 04:06:50 main:574] : INFO : Epoch 1942 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 2042.23 ms
[2021-01-26 04:06:52 main:574] : INFO : Epoch 1943 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 2043.13 ms
[2021-01-26 04:06:54 main:574] : INFO : Epoch 1944 | loss: 0.0311838 | val_loss: 0.0311847 | Time: 2047.75 ms
[2021-01-26 04:06:56 main:574] : INFO : Epoch 1945 | loss: 0.0311836 | val_loss: 0.031185 | Time: 2047.7 ms
[2021-01-26 04:06:58 main:574] : INFO : Epoch 1946 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 2043.46 ms
[2021-01-26 04:07:00 main:574] : INFO : Epoch 1947 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 2043.53 ms
[2021-01-26 04:07:02 main:574] : INFO : Epoch 1948 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2041.81 ms
[2021-01-26 04:07:04 main:574] : INFO : Epoch 1949 | loss: 0.031183 | val_loss: 0.0311849 | Time: 2047.79 ms
[2021-01-26 04:07:06 main:574] : INFO : Epoch 1950 | loss: 0.031183 | val_loss: 0.0311843 | Time: 2048.86 ms
[2021-01-26 04:07:08 main:574] : INFO : Epoch 1951 | loss: 0.0311825 | val_loss: 0.031185 | Time: 2050.49 ms
[2021-01-26 04:07:10 main:574] : INFO : Epoch 1952 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 2051.73 ms
[2021-01-26 04:07:12 main:574] : INFO : Epoch 1953 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 2045.51 ms
[2021-01-26 04:07:14 main:574] : INFO : Epoch 1954 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 2047.63 ms
[2021-01-26 04:07:16 main:574] : INFO : Epoch 1955 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 2045.63 ms
[2021-01-26 04:07:18 main:574] : INFO : Epoch 1956 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 2043.56 ms
[2021-01-26 04:07:20 main:574] : INFO : Epoch 1957 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 2038.7 ms
[2021-01-26 04:07:22 main:574] : INFO : Epoch 1958 | loss: 0.031182 | val_loss: 0.0311848 | Time: 2043.99 ms
[2021-01-26 04:07:25 main:574] : INFO : Epoch 1959 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2041.7 ms
[2021-01-26 04:07:27 main:574] : INFO : Epoch 1960 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 2045.64 ms
[2021-01-26 04:07:29 main:574] : INFO : Epoch 1961 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 2043.5 ms
[2021-01-26 04:07:31 main:574] : INFO : Epoch 1962 | loss: 0.0311823 | val_loss: 0.031185 | Time: 2046.4 ms
[2021-01-26 04:07:33 main:574] : INFO : Epoch 1963 | loss: 0.031182 | val_loss: 0.0311854 | Time: 2045.45 ms
[2021-01-26 04:07:35 main:574] : INFO : Epoch 1964 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 2049.26 ms
[2021-01-26 04:07:37 main:574] : INFO : Epoch 1965 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2042.7 ms
[2021-01-26 04:07:39 main:574] : INFO : Epoch 1966 | loss: 0.0311815 | val_loss: 0.0311841 | Time: 2047.43 ms
[2021-01-26 04:07:41 main:574] : INFO : Epoch 1967 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 2042.08 ms
[2021-01-26 04:07:43 main:574] : INFO : Epoch 1968 | loss: 0.0311817 | val_loss: 0.0311859 | Time: 2042.68 ms
[2021-01-26 04:07:45 main:574] : INFO : Epoch 1969 | loss: 0.031184 | val_loss: 0.0311858 | Time: 2048.52 ms
[2021-01-26 04:07:47 main:574] : INFO : Epoch 1970 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 2042.77 ms
[2021-01-26 04:07:49 main:574] : INFO : Epoch 1971 | loss: 0.031184 | val_loss: 0.0311872 | Time: 2045.86 ms
[2021-01-26 04:07:51 main:574] : INFO : Epoch 1972 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 2047.13 ms
[2021-01-26 04:07:53 main:574] : INFO : Epoch 1973 | loss: 0.031184 | val_loss: 0.0311877 | Time: 2046.17 ms
[2021-01-26 04:07:55 main:574] : INFO : Epoch 1974 | loss: 0.0311845 | val_loss: 0.031186 | Time: 2046.15 ms
[2021-01-26 04:07:57 main:574] : INFO : Epoch 1975 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 2047.7 ms
[2021-01-26 04:07:59 main:574] : INFO : Epoch 1976 | loss: 0.0311848 | val_loss: 0.031187 | Time: 2044.97 ms
[2021-01-26 04:08:02 main:574] : INFO : Epoch 1977 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 2046.21 ms
[2021-01-26 04:08:04 main:574] : INFO : Epoch 1978 | loss: 0.0311831 | val_loss: 0.031186 | Time: 2042.79 ms
[2021-01-26 04:08:06 main:574] : INFO : Epoch 1979 | loss: 0.0311841 | val_loss: 0.0311864 | Time: 2044.61 ms
[2021-01-26 04:08:08 main:574] : INFO : Epoch 1980 | loss: 0.0311843 | val_loss: 0.031186 | Time: 2045.77 ms
[2021-01-26 04:08:10 main:574] : INFO : Epoch 1981 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 2049.61 ms
[2021-01-26 04:08:12 main:574] : INFO : Epoch 1982 | loss: 0.031187 | val_loss: 0.0311862 | Time: 2042.72 ms
[2021-01-26 04:08:14 main:574] : INFO : Epoch 1983 | loss: 0.031187 | val_loss: 0.0311853 | Time: 2049.11 ms
[2021-01-26 04:08:16 main:574] : INFO : Epoch 1984 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 2050.98 ms
[2021-01-26 04:08:18 main:574] : INFO : Epoch 1985 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 2043.65 ms
[2021-01-26 04:08:20 main:574] : INFO : Epoch 1986 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 2051.73 ms
[2021-01-26 04:08:22 main:574] : INFO : Epoch 1987 | loss: 0.0311861 | val_loss: 0.0311857 | Time: 2046.06 ms
[2021-01-26 04:08:24 main:574] : INFO : Epoch 1988 | loss: 0.0311846 | val_loss: 0.031185 | Time: 2044.91 ms
[2021-01-26 04:08:26 main:574] : INFO : Epoch 1989 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 2046.81 ms
[2021-01-26 04:08:28 main:574] : INFO : Epoch 1990 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 2045.64 ms
[2021-01-26 04:08:30 main:574] : INFO : Epoch 1991 | loss: 0.0311846 | val_loss: 0.0311857 | Time: 2047.15 ms
[2021-01-26 04:08:32 main:574] : INFO : Epoch 1992 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 2048.96 ms
[2021-01-26 04:08:34 main:574] : INFO : Epoch 1993 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 2045.69 ms
[2021-01-26 04:08:37 main:574] : INFO : Epoch 1994 | loss: 0.0311887 | val_loss: 0.0311887 | Time: 2043.34 ms
[2021-01-26 04:08:39 main:574] : INFO : Epoch 1995 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 2053.99 ms
[2021-01-26 04:08:41 main:574] : INFO : Epoch 1996 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 2045.84 ms
[2021-01-26 04:08:43 main:574] : INFO : Epoch 1997 | loss: 0.0311902 | val_loss: 0.0311888 | Time: 2041.88 ms
[2021-01-26 04:08:45 main:574] : INFO : Epoch 1998 | loss: 0.0311886 | val_loss: 0.0311847 | Time: 2049.03 ms
[2021-01-26 04:08:47 main:574] : INFO : Epoch 1999 | loss: 0.0311871 | val_loss: 0.0311864 | Time: 2045.25 ms
[2021-01-26 04:08:49 main:574] : INFO : Epoch 2000 | loss: 0.0311867 | val_loss: 0.0311853 | Time: 2051.34 ms
[2021-01-26 04:08:51 main:574] : INFO : Epoch 2001 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 2045.36 ms
[2021-01-26 04:08:53 main:574] : INFO : Epoch 2002 | loss: 0.0311859 | val_loss: 0.0311861 | Time: 2050.86 ms
[2021-01-26 04:08:55 main:574] : INFO : Epoch 2003 | loss: 0.0311854 | val_loss: 0.0311859 | Time: 2046.15 ms
[2021-01-26 04:08:57 main:574] : INFO : Epoch 2004 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 2049.97 ms
[2021-01-26 04:08:59 main:574] : INFO : Epoch 2005 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 2043.34 ms
[2021-01-26 04:09:01 main:574] : INFO : Epoch 2006 | loss: 0.0311852 | val_loss: 0.031185 | Time: 2048.73 ms
[2021-01-26 04:09:03 main:574] : INFO : Epoch 2007 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 2045.4 ms
[2021-01-26 04:09:05 main:574] : INFO : Epoch 2008 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 2052.45 ms
[2021-01-26 04:09:07 main:574] : INFO : Epoch 2009 | loss: 0.031185 | val_loss: 0.0311869 | Time: 2055.74 ms
[2021-01-26 04:09:09 main:574] : INFO : Epoch 2010 | loss: 0.0311843 | val_loss: 0.031184 | Time: 2051.65 ms
[2021-01-26 04:09:12 main:574] : INFO : Epoch 2011 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2043.93 ms
[2021-01-26 04:09:14 main:574] : INFO : Epoch 2012 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 2043.62 ms
[2021-01-26 04:09:16 main:574] : INFO : Epoch 2013 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 2050.66 ms
[2021-01-26 04:09:18 main:574] : INFO : Epoch 2014 | loss: 0.0311826 | val_loss: 0.031183 | Time: 2045.62 ms
[2021-01-26 04:09:20 main:574] : INFO : Epoch 2015 | loss: 0.0311826 | val_loss: 0.0311829 | Time: 2042.96 ms
[2021-01-26 04:09:22 main:574] : INFO : Epoch 2016 | loss: 0.0311827 | val_loss: 0.0311831 | Time: 2048.11 ms
[2021-01-26 04:09:24 main:574] : INFO : Epoch 2017 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 2049.12 ms
[2021-01-26 04:09:26 main:574] : INFO : Epoch 2018 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 2046.53 ms
[2021-01-26 04:09:28 main:574] : INFO : Epoch 2019 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 2052.46 ms
[2021-01-26 04:09:30 main:574] : INFO : Epoch 2020 | loss: 0.0311836 | val_loss: 0.0311828 | Time: 2044.97 ms
[2021-01-26 04:09:32 main:574] : INFO : Epoch 2021 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 2048.86 ms
[2021-01-26 04:09:34 main:574] : INFO : Epoch 2022 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 2047.02 ms
[2021-01-26 04:09:36 main:574] : INFO : Epoch 2023 | loss: 0.0311872 | val_loss: 0.0311847 | Time: 2047.83 ms
[2021-01-26 04:09:38 main:574] : INFO : Epoch 2024 | loss: 0.0311878 | val_loss: 0.0311827 | Time: 2046.19 ms
[2021-01-26 04:09:40 main:574] : INFO : Epoch 2025 | loss: 0.0311867 | val_loss: 0.0311825 | Time: 2050.99 ms
[2021-01-26 04:09:42 main:574] : INFO : Epoch 2026 | loss: 0.0311865 | val_loss: 0.031183 | Time: 2049.55 ms
[2021-01-26 04:09:44 main:574] : INFO : Epoch 2027 | loss: 0.0311858 | val_loss: 0.0311836 | Time: 2049.28 ms
[2021-01-26 04:09:46 main:574] : INFO : Epoch 2028 | loss: 0.0311861 | val_loss: 0.0311826 | Time: 2037.39 ms
[2021-01-26 04:09:49 main:574] : INFO : Epoch 2029 | loss: 0.031186 | val_loss: 0.0311832 | Time: 2043.5 ms
[2021-01-26 04:09:51 main:574] : INFO : Epoch 2030 | loss: 0.0311852 | val_loss: 0.0311827 | Time: 2045.14 ms
[2021-01-26 04:09:53 main:574] : INFO : Epoch 2031 | loss: 0.031185 | val_loss: 0.0311822 | Time: 2043.72 ms
[2021-01-26 04:09:55 main:574] : INFO : Epoch 2032 | loss: 0.0311843 | val_loss: 0.0311815 | Time: 2048.19 ms
[2021-01-26 04:09:57 main:574] : INFO : Epoch 2033 | loss: 0.0311837 | val_loss: 0.031182 | Time: 2044.92 ms
[2021-01-26 04:09:59 main:574] : INFO : Epoch 2034 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 2047.33 ms
[2021-01-26 04:10:01 main:574] : INFO : Epoch 2035 | loss: 0.0311835 | val_loss: 0.031182 | Time: 2044.17 ms
[2021-01-26 04:10:03 main:574] : INFO : Epoch 2036 | loss: 0.0311834 | val_loss: 0.0311814 | Time: 2048.81 ms
[2021-01-26 04:10:05 main:574] : INFO : Epoch 2037 | loss: 0.031184 | val_loss: 0.0311819 | Time: 2043.43 ms
[2021-01-26 04:10:07 main:574] : INFO : Epoch 2038 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 2040.66 ms
[2021-01-26 04:10:09 main:574] : INFO : Epoch 2039 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 2042.23 ms
[2021-01-26 04:10:11 main:574] : INFO : Epoch 2040 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 2050.54 ms
[2021-01-26 04:10:13 main:574] : INFO : Epoch 2041 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 2044.96 ms
[2021-01-26 04:10:15 main:574] : INFO : Epoch 2042 | loss: 0.031184 | val_loss: 0.0311821 | Time: 2045.4 ms
[2021-01-26 04:10:17 main:574] : INFO : Epoch 2043 | loss: 0.0311853 | val_loss: 0.0311828 | Time: 2042.66 ms
[2021-01-26 04:10:19 main:574] : INFO : Epoch 2044 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 2046.21 ms
[2021-01-26 04:10:21 main:574] : INFO : Epoch 2045 | loss: 0.0311847 | val_loss: 0.0311817 | Time: 2041.1 ms
[2021-01-26 04:10:23 main:574] : INFO : Epoch 2046 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 2042.33 ms
[2021-01-26 04:10:26 main:574] : INFO : Epoch 2047 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 2045.7 ms
[2021-01-26 04:10:28 main:574] : INFO : Epoch 2048 | loss: 0.0311841 | val_loss: 0.0311833 | Time: 2049.64 ms
[2021-01-26 04:10:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311833
[2021-01-26 04:10:28 main:603] : INFO : Saving end state to config to file
[2021-01-26 04:10:28 main:608] : INFO : Success, exiting..
04:10:28 (28712): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)