Task 14548718
| Name | ParityModified-1647047965-19347-3-0_0 |
| Workunit | 11575027 |
| Created | 8 Apr 2022, 6:01:19 UTC |
| Sent | 10 Apr 2022, 11:26:24 UTC |
| Report deadline | 18 Apr 2022, 11:26:24 UTC |
| Received | 10 Apr 2022, 16:11:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 3 hours 22 min 50 sec |
| CPU time | 2 hours 48 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :17 main:574] : INFO : Epoch 1542 | loss: 0.0312179 | val_loss: 0.0312177 | Time: 5945.1 ms [2022-04-10 10:20:23 main:574] : INFO : Epoch 1543 | loss: 0.031216 | val_loss: 0.0312162 | Time: 5766.11 ms [2022-04-10 10:20:29 main:574] : INFO : Epoch 1544 | loss: 0.0312143 | val_loss: 0.0312149 | Time: 5917.37 ms [2022-04-10 10:20:35 main:574] : INFO : Epoch 1545 | loss: 0.0312125 | val_loss: 0.0312126 | Time: 5958.64 ms [2022-04-10 10:20:41 main:574] : INFO : Epoch 1546 | loss: 0.0312103 | val_loss: 0.0312105 | Time: 5878.46 ms [2022-04-10 10:20:47 main:574] : INFO : Epoch 1547 | loss: 0.031208 | val_loss: 0.0312088 | Time: 5946.32 ms [2022-04-10 10:20:53 main:574] : INFO : Epoch 1548 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 5946.32 ms [2022-04-10 10:20:59 main:574] : INFO : Epoch 1549 | loss: 0.0312047 | val_loss: 0.0312054 | Time: 5917.31 ms [2022-04-10 10:21:05 main:574] : INFO : Epoch 1550 | loss: 0.0312031 | val_loss: 0.0312044 | Time: 6147.71 ms [2022-04-10 10:21:21 main:574] : INFO : Epoch 1551 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 16089 ms [2022-04-10 10:21:27 main:574] : INFO : Epoch 1552 | loss: 0.0312015 | val_loss: 0.031203 | Time: 5878.75 ms [2022-04-10 10:21:33 main:574] : INFO : Epoch 1553 | loss: 0.0312007 | val_loss: 0.0312022 | Time: 6091.82 ms [2022-04-10 10:21:39 main:574] : INFO : Epoch 1554 | loss: 0.0312 | val_loss: 0.0312019 | Time: 5956 ms [2022-04-10 10:21:45 main:574] : INFO : Epoch 1555 | loss: 0.0311993 | val_loss: 0.0312012 | Time: 5933.36 ms [2022-04-10 10:21:51 main:574] : INFO : Epoch 1556 | loss: 0.0311988 | val_loss: 0.0312004 | Time: 5986.05 ms [2022-04-10 10:21:57 main:574] : INFO : Epoch 1557 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 6011.02 ms [2022-04-10 10:22:03 main:574] : INFO : Epoch 1558 | loss: 0.0311971 | val_loss: 0.0311985 | Time: 5986.85 ms [2022-04-10 10:22:09 main:574] : INFO : Epoch 1559 | loss: 0.0311965 | val_loss: 0.0311976 | Time: 6068.47 ms [2022-04-10 10:22:15 main:574] : INFO : Epoch 1560 | loss: 0.0311959 | val_loss: 0.0311965 | Time: 6020.56 ms [2022-04-10 10:22:21 main:574] : INFO : Epoch 1561 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 5986.02 ms [2022-04-10 10:22:27 main:574] : INFO : Epoch 1562 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 5834.08 ms [2022-04-10 10:22:33 main:574] : INFO : Epoch 1563 | loss: 0.0311938 | val_loss: 0.031194 | Time: 5969.44 ms [2022-04-10 10:22:39 main:574] : INFO : Epoch 1564 | loss: 0.0311934 | val_loss: 0.0311944 | Time: 6006.26 ms [2022-04-10 10:22:45 main:574] : INFO : Epoch 1565 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 5912.84 ms [2022-04-10 10:22:51 main:574] : INFO : Epoch 1566 | loss: 0.0311929 | val_loss: 0.0311943 | Time: 5902.72 ms [2022-04-10 10:22:57 main:574] : INFO : Epoch 1567 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 5945.2 ms [2022-04-10 10:23:03 main:574] : INFO : Epoch 1568 | loss: 0.0311927 | val_loss: 0.0311929 | Time: 5926.68 ms [2022-04-10 10:23:09 main:574] : INFO : Epoch 1569 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 5958.62 ms [2022-04-10 10:23:15 main:574] : INFO : Epoch 1570 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 6009.77 ms [2022-04-10 10:23:21 main:574] : INFO : Epoch 1571 | loss: 0.0311913 | val_loss: 0.0311915 | Time: 6089.22 ms [2022-04-10 10:23:27 main:574] : INFO : Epoch 1572 | loss: 0.031191 | val_loss: 0.031191 | Time: 5979.34 ms [2022-04-10 10:23:33 main:574] : INFO : Epoch 1573 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 6028.34 ms [2022-04-10 10:23:39 main:574] : INFO : Epoch 1574 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 5980.94 ms [2022-04-10 10:23:45 main:574] : INFO : Epoch 1575 | loss: 0.0311902 | val_loss: 0.0311906 | Time: 5948.29 ms [2022-04-10 10:23:51 main:574] : INFO : Epoch 1576 | loss: 0.0311897 | val_loss: 0.03119 | Time: 5959.39 ms [2022-04-10 10:23:56 main:574] : INFO : Epoch 1577 | loss: 0.0311894 | val_loss: 0.0311898 | Time: 5783.66 ms [2022-04-10 10:24:02 main:574] : INFO : Epoch 1578 | loss: 0.0311894 | val_loss: 0.0311898 | Time: 5962.99 ms [2022-04-10 10:24:08 main:574] : INFO : Epoch 1579 | loss: 0.0311893 | val_loss: 0.0311894 | Time: 5911.75 ms [2022-04-10 10:24:14 main:574] : INFO : Epoch 1580 | loss: 0.031189 | val_loss: 0.0311894 | Time: 6043.01 ms [2022-04-10 10:24:20 main:574] : INFO : Epoch 1581 | loss: 0.0311888 | val_loss: 0.03119 | Time: 6030.98 ms [2022-04-10 10:24:27 main:574] : INFO : Epoch 1582 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 6116.96 ms [2022-04-10 10:24:33 main:574] : INFO : Epoch 1583 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 6006.8 ms [2022-04-10 10:24:38 main:574] : INFO : Epoch 1584 | loss: 0.031188 | val_loss: 0.0311891 | Time: 5841.57 ms [2022-04-10 10:24:44 main:574] : INFO : Epoch 1585 | loss: 0.0311884 | val_loss: 0.03119 | Time: 5918.42 ms [2022-04-10 10:24:50 main:574] : INFO : Epoch 1586 | loss: 0.031189 | val_loss: 0.0311905 | Time: 5872.18 ms [2022-04-10 10:24:56 main:574] : INFO : Epoch 1587 | loss: 0.0311885 | val_loss: 0.0311901 | Time: 5885.56 ms [2022-04-10 10:25:02 main:574] : INFO : Epoch 1588 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 5934.97 ms [2022-04-10 10:25:08 main:574] : INFO : Epoch 1589 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 5770.71 ms [2022-04-10 10:25:14 main:574] : INFO : Epoch 1590 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 5859.1 ms [2022-04-10 10:25:20 main:574] : INFO : Epoch 1591 | loss: 0.031189 | val_loss: 0.0311903 | Time: 5871.6 ms [2022-04-10 10:25:26 main:574] : INFO : Epoch 1592 | loss: 0.0311892 | val_loss: 0.0311894 | Time: 5994.16 ms [2022-04-10 10:25:32 main:574] : INFO : Epoch 1593 | loss: 0.0311885 | val_loss: 0.031189 | Time: 6032.78 ms [2022-04-10 10:25:38 main:574] : INFO : Epoch 1594 | loss: 0.0311879 | val_loss: 0.0311886 | Time: 5848.41 ms [2022-04-10 10:25:44 main:574] : INFO : Epoch 1595 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 6070.65 ms [2022-04-10 10:25:50 main:574] : INFO : Epoch 1596 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 5829.36 ms [2022-04-10 10:25:55 main:574] : INFO : Epoch 1597 | loss: 0.0311872 | val_loss: 0.0311885 | Time: 5848.39 ms [2022-04-10 10:26:01 main:574] : INFO : Epoch 1598 | loss: 0.031187 | val_loss: 0.0311888 | Time: 6018.25 ms [2022-04-10 10:26:07 main:574] : INFO : Epoch 1599 | loss: 0.0311868 | val_loss: 0.0311882 | Time: 5826.13 ms [2022-04-10 10:26:13 main:574] : INFO : Epoch 1600 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 5862.6 ms [2022-04-10 10:26:19 main:574] : INFO : Epoch 1601 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 5907.37 ms [2022-04-10 10:26:25 main:574] : INFO : Epoch 1602 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 5943.31 ms [2022-04-10 10:26:31 main:574] : INFO : Epoch 1603 | loss: 0.0311862 | val_loss: 0.0311884 | Time: 5893.31 ms [2022-04-10 10:26:37 main:574] : INFO : Epoch 1604 | loss: 0.0311861 | val_loss: 0.0311883 | Time: 5943.26 ms [2022-04-10 10:26:43 main:574] : INFO : Epoch 1605 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 6005.57 ms [2022-04-10 10:26:49 main:574] : INFO : Epoch 1606 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 5897.08 ms [2022-04-10 10:26:55 main:574] : INFO : Epoch 1607 | loss: 0.031186 | val_loss: 0.0311886 | Time: 5955.21 ms [2022-04-10 10:27:01 main:574] : INFO : Epoch 1608 | loss: 0.0311857 | val_loss: 0.0311883 | Time: 6058.39 ms [2022-04-10 10:27:07 main:574] : INFO : Epoch 1609 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 5990.67 ms [2022-04-10 10:27:13 main:574] : INFO : Epoch 1610 | loss: 0.0311852 | val_loss: 0.0311888 | Time: 5891.38 ms [2022-04-10 10:27:19 main:574] : INFO : Epoch 1611 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 5827.05 ms [2022-04-10 10:27:24 main:574] : INFO : Epoch 1612 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 5781.74 ms [2022-04-10 10:27:30 main:574] : INFO : Epoch 1613 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 5833.44 ms [2022-04-10 10:27:36 main:574] : INFO : Epoch 1614 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 5830 ms [2022-04-10 10:27:42 main:574] : INFO : Epoch 1615 | loss: 0.0311865 | val_loss: 0.0311887 | Time: 5946.11 ms [2022-04-10 10:27:48 main:574] : INFO : Epoch 1616 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 5834.71 ms [2022-04-10 10:27:54 main:574] : INFO : Epoch 1617 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 6023.97 ms [2022-04-10 10:28:00 main:574] : INFO : Epoch 1618 | loss: 0.0311864 | val_loss: 0.0311924 | Time: 6023.52 ms [2022-04-10 10:28:06 main:574] : INFO : Epoch 1619 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 5904.92 ms [2022-04-10 10:28:12 main:574] : INFO : Epoch 1620 | loss: 0.0311857 | val_loss: 0.0311887 | Time: 5885.13 ms [2022-04-10 10:28:18 main:574] : INFO : Epoch 1621 | loss: 0.0311853 | val_loss: 0.031188 | Time: 5920.14 ms [2022-04-10 10:28:24 main:574] : INFO : Epoch 1622 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 5945.26 ms [2022-04-10 10:28:30 main:574] : INFO : Epoch 1623 | loss: 0.031185 | val_loss: 0.0311873 | Time: 5870.77 ms [2022-04-10 10:28:36 main:574] : INFO : Epoch 1624 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 6051.2 ms [2022-04-10 10:28:42 main:574] : INFO : Epoch 1625 | loss: 0.031186 | val_loss: 0.031188 | Time: 5950.83 ms [2022-04-10 10:28:47 main:574] : INFO : Epoch 1626 | loss: 0.0311859 | val_loss: 0.0311886 | Time: 5851.21 ms [2022-04-10 10:28:54 main:574] : INFO : Epoch 1627 | loss: 0.0311874 | val_loss: 0.0311891 | Time: 6098.16 ms [2022-04-10 10:29:00 main:574] : INFO : Epoch 1628 | loss: 0.0311877 | val_loss: 0.0311884 | Time: 6029.04 ms [2022-04-10 10:29:06 main:574] : INFO : Epoch 1629 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 5996.15 ms [2022-04-10 10:29:12 main:574] : INFO : Epoch 1630 | loss: 0.0311864 | val_loss: 0.0311873 | Time: 5940.06 ms [2022-04-10 10:29:17 main:574] : INFO : Epoch 1631 | loss: 0.0311862 | val_loss: 0.0311874 | Time: 5819.93 ms [2022-04-10 10:29:23 main:574] : INFO : Epoch 1632 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 5927.74 ms [2022-04-10 10:29:29 main:574] : INFO : Epoch 1633 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 5907.74 ms [2022-04-10 10:29:35 main:574] : INFO : Epoch 1634 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 5910.99 ms [2022-04-10 10:29:41 main:574] : INFO : Epoch 1635 | loss: 0.0311847 | val_loss: 0.031185 | Time: 5839.95 ms [2022-04-10 10:29:47 main:574] : INFO : Epoch 1636 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 5917.95 ms [2022-04-10 10:29:53 main:574] : INFO : Epoch 1637 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 5759.44 ms [2022-04-10 10:29:59 main:574] : INFO : Epoch 1638 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 5981.1 ms [2022-04-10 10:30:05 main:574] : INFO : Epoch 1639 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 5894.97 ms [2022-04-10 10:30:11 main:574] : INFO : Epoch 1640 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 5794.09 ms [2022-04-10 10:30:16 main:574] : INFO : Epoch 1641 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 5852.9 ms [2022-04-10 10:30:22 main:574] : INFO : Epoch 1642 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 5901.68 ms [2022-04-10 10:30:28 main:574] : INFO : Epoch 1643 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 5749.34 ms [2022-04-10 10:30:34 main:574] : INFO : Epoch 1644 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 5796.77 ms [2022-04-10 10:30:40 main:574] : INFO : Epoch 1645 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 5819.41 ms [2022-04-10 10:30:45 main:574] : INFO : Epoch 1646 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 5748.17 ms [2022-04-10 10:30:51 main:574] : INFO : Epoch 1647 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 6032.79 ms [2022-04-10 10:30:57 main:574] : INFO : Epoch 1648 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 5920.75 ms [2022-04-10 10:31:03 main:574] : INFO : Epoch 1649 | loss: 0.0311832 | val_loss: 0.0311853 | Time: 5888.97 ms [2022-04-10 10:31:09 main:574] : INFO : Epoch 1650 | loss: 0.031183 | val_loss: 0.0311858 | Time: 5934.71 ms [2022-04-10 10:31:15 main:574] : INFO : Epoch 1651 | loss: 0.0311826 | val_loss: 0.0311875 | Time: 5796.6 ms [2022-04-10 10:31:21 main:574] : INFO : Epoch 1652 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 5841.42 ms [2022-04-10 10:31:27 main:574] : INFO : Epoch 1653 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 5895.14 ms [2022-04-10 10:31:33 main:574] : INFO : Epoch 1654 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 5897.42 ms [2022-04-10 10:31:39 main:574] : INFO : Epoch 1655 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 5812.07 ms [2022-04-10 10:31:44 main:574] : INFO : Epoch 1656 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 5866.82 ms [2022-04-10 10:31:50 main:574] : INFO : Epoch 1657 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 5876.95 ms [2022-04-10 10:31:56 main:574] : INFO : Epoch 1658 | loss: 0.031182 | val_loss: 0.0311862 | Time: 5932.47 ms [2022-04-10 10:32:02 main:574] : INFO : Epoch 1659 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 5867.27 ms [2022-04-10 10:32:08 main:574] : INFO : Epoch 1660 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 5930.66 ms [2022-04-10 10:32:14 main:574] : INFO : Epoch 1661 | loss: 0.0311822 | val_loss: 0.0311854 | Time: 6016.51 ms [2022-04-10 10:32:20 main:574] : INFO : Epoch 1662 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 5891.78 ms [2022-04-10 10:32:26 main:574] : INFO : Epoch 1663 | loss: 0.0311825 | val_loss: 0.0311868 | Time: 5744.19 ms [2022-04-10 10:32:32 main:574] : INFO : Epoch 1664 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 5942.48 ms [2022-04-10 10:32:38 main:574] : INFO : Epoch 1665 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 5907.45 ms [2022-04-10 10:32:44 main:574] : INFO : Epoch 1666 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 5950.04 ms [2022-04-10 10:32:50 main:574] : INFO : Epoch 1667 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 5931.76 ms [2022-04-10 10:32:56 main:574] : INFO : Epoch 1668 | loss: 0.0311814 | val_loss: 0.0311847 | Time: 5922.82 ms [2022-04-10 10:33:01 main:574] : INFO : Epoch 1669 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 5908.3 ms [2022-04-10 10:33:07 main:574] : INFO : Epoch 1670 | loss: 0.0311812 | val_loss: 0.031187 | Time: 5892.36 ms [2022-04-10 10:33:13 main:574] : INFO : Epoch 1671 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 5866.44 ms [2022-04-10 10:33:19 main:574] : INFO : Epoch 1672 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 6029.14 ms [2022-04-10 10:33:25 main:574] : INFO : Epoch 1673 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 5911.5 ms [2022-04-10 10:33:31 main:574] : INFO : Epoch 1674 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 5837.39 ms [2022-04-10 10:33:37 main:574] : INFO : Epoch 1675 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 5837.77 ms [2022-04-10 10:33:43 main:574] : INFO : Epoch 1676 | loss: 0.031181 | val_loss: 0.031186 | Time: 5810.1 ms [2022-04-10 10:33:49 main:574] : INFO : Epoch 1677 | loss: 0.0311809 | val_loss: 0.0311855 | Time: 5847.74 ms [2022-04-10 10:33:54 main:574] : INFO : Epoch 1678 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 5839.91 ms [2022-04-10 10:34:00 main:574] : INFO : Epoch 1679 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 5828.28 ms [2022-04-10 10:34:06 main:574] : INFO : Epoch 1680 | loss: 0.0311813 | val_loss: 0.0311853 | Time: 5951.54 ms [2022-04-10 10:34:12 main:574] : INFO : Epoch 1681 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 5819.18 ms [2022-04-10 10:34:18 main:574] : INFO : Epoch 1682 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 5829.41 ms [2022-04-10 10:34:24 main:574] : INFO : Epoch 1683 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 5887.7 ms [2022-04-10 10:34:30 main:574] : INFO : Epoch 1684 | loss: 0.0311821 | val_loss: 0.0311853 | Time: 5927.61 ms [2022-04-10 10:34:36 main:574] : INFO : Epoch 1685 | loss: 0.03118 | val_loss: 0.0311864 | Time: 5903.57 ms [2022-04-10 10:34:42 main:574] : INFO : Epoch 1686 | loss: 0.0311811 | val_loss: 0.031185 | Time: 5878.87 ms [2022-04-10 10:34:47 main:574] : INFO : Epoch 1687 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 5793.8 ms [2022-04-10 10:34:53 main:574] : INFO : Epoch 1688 | loss: 0.0311815 | val_loss: 0.0311851 | Time: 5959.96 ms [2022-04-10 10:34:59 main:574] : INFO : Epoch 1689 | loss: 0.0311821 | val_loss: 0.0311862 | Time: 5860.19 ms [2022-04-10 10:35:05 main:574] : INFO : Epoch 1690 | loss: 0.0311828 | val_loss: 0.031187 | Time: 5990.51 ms [2022-04-10 10:35:11 main:574] : INFO : Epoch 1691 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 5841.43 ms [2022-04-10 10:35:17 main:574] : INFO : Epoch 1692 | loss: 0.031183 | val_loss: 0.0311871 | Time: 5812.43 ms [2022-04-10 10:35:23 main:574] : INFO : Epoch 1693 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 5824.35 ms [2022-04-10 10:35:29 main:574] : INFO : Epoch 1694 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 5808.58 ms [2022-04-10 10:35:35 main:574] : INFO : Epoch 1695 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 5990.29 ms [2022-04-10 10:35:40 main:574] : INFO : Epoch 1696 | loss: 0.0311808 | val_loss: 0.0311846 | Time: 5847.28 ms [2022-04-10 10:35:46 main:574] : INFO : Epoch 1697 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 5922.46 ms [2022-04-10 10:35:52 main:574] : INFO : Epoch 1698 | loss: 0.0311838 | val_loss: 0.0311847 | Time: 5931.19 ms [2022-04-10 10:35:58 main:574] : INFO : Epoch 1699 | loss: 0.031183 | val_loss: 0.0311841 | Time: 5830.87 ms [2022-04-10 10:36:05 main:574] : INFO : Epoch 1700 | loss: 0.031184 | val_loss: 0.0311858 | Time: 6319.66 ms [2022-04-10 10:36:11 main:574] : INFO : Epoch 1701 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 6031.31 ms [2022-04-10 10:36:17 main:574] : INFO : Epoch 1702 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 6101.59 ms [2022-04-10 10:36:33 main:574] : INFO : Epoch 1703 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 15990 ms [2022-04-10 10:36:39 main:574] : INFO : Epoch 1704 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 6003.71 ms [2022-04-10 10:36:45 main:574] : INFO : Epoch 1705 | loss: 0.0311862 | val_loss: 0.0311844 | Time: 5891.4 ms [2022-04-10 10:36:51 main:574] : INFO : Epoch 1706 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 6085.33 ms [2022-04-10 10:36:57 main:574] : INFO : Epoch 1707 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 6026.26 ms [2022-04-10 10:37:03 main:574] : INFO : Epoch 1708 | loss: 0.0311808 | val_loss: 0.0311829 | Time: 5897.87 ms [2022-04-10 10:37:09 main:574] : INFO : Epoch 1709 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 6028.57 ms [2022-04-10 10:37:15 main:574] : INFO : Epoch 1710 | loss: 0.0311807 | val_loss: 0.0311831 | Time: 5953.53 ms [2022-04-10 10:37:21 main:574] : INFO : Epoch 1711 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 5930.52 ms [2022-04-10 10:37:27 main:574] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.031187 | Time: 5884.97 ms [2022-04-10 10:37:32 main:574] : INFO : Epoch 1713 | loss: 0.0311831 | val_loss: 0.0311831 | Time: 5791.36 ms [2022-04-10 10:37:38 main:574] : INFO : Epoch 1714 | loss: 0.0311818 | val_loss: 0.031185 | Time: 5998.14 ms [2022-04-10 10:37:44 main:574] : INFO : Epoch 1715 | loss: 0.0311816 | val_loss: 0.0311825 | Time: 5921.63 ms [2022-04-10 10:37:50 main:574] : INFO : Epoch 1716 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 6000.1 ms [2022-04-10 10:37:56 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 5838.08 ms [2022-04-10 10:38:02 main:574] : INFO : Epoch 1718 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 5936.16 ms [2022-04-10 10:38:08 main:574] : INFO : Epoch 1719 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 6075.63 ms [2022-04-10 10:38:14 main:574] : INFO : Epoch 1720 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 5985.33 ms [2022-04-10 10:38:20 main:574] : INFO : Epoch 1721 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 6068.09 ms [2022-04-10 10:38:26 main:574] : INFO : Epoch 1722 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 5929.94 ms [2022-04-10 10:38:32 main:574] : INFO : Epoch 1723 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 5888.34 ms [2022-04-10 10:38:38 main:574] : INFO : Epoch 1724 | loss: 0.0311817 | val_loss: 0.03119 | Time: 5896.16 ms [2022-04-10 10:38:44 main:574] : INFO : Epoch 1725 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 5830.97 ms [2022-04-10 10:38:50 main:574] : INFO : Epoch 1726 | loss: 0.0311807 | val_loss: 0.0311882 | Time: 5971.49 ms [2022-04-10 10:38:56 main:574] : INFO : Epoch 1727 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 6001.46 ms [2022-04-10 10:39:02 main:574] : INFO : Epoch 1728 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 6002.9 ms [2022-04-10 10:39:08 main:574] : INFO : Epoch 1729 | loss: 0.0311795 | val_loss: 0.031182 | Time: 6011.85 ms [2022-04-10 10:39:14 main:574] : INFO : Epoch 1730 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 5860.93 ms [2022-04-10 10:39:20 main:574] : INFO : Epoch 1731 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 5946.95 ms [2022-04-10 10:39:26 main:574] : INFO : Epoch 1732 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 5882.25 ms [2022-04-10 10:39:32 main:574] : INFO : Epoch 1733 | loss: 0.0311796 | val_loss: 0.031182 | Time: 5967.02 ms [2022-04-10 10:39:38 main:574] : INFO : Epoch 1734 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 6013.47 ms [2022-04-10 10:39:44 main:574] : INFO : Epoch 1735 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 5905.33 ms [2022-04-10 10:39:50 main:574] : INFO : Epoch 1736 | loss: 0.0311796 | val_loss: 0.0311818 | Time: 5949.86 ms [2022-04-10 10:39:55 main:574] : INFO : Epoch 1737 | loss: 0.0311784 | val_loss: 0.031181 | Time: 5965.32 ms [2022-04-10 10:40:01 main:574] : INFO : Epoch 1738 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 5891.22 ms [2022-04-10 10:40:07 main:574] : INFO : Epoch 1739 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 5982.16 ms [2022-04-10 10:40:13 main:574] : INFO : Epoch 1740 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 5979.74 ms [2022-04-10 10:40:19 main:574] : INFO : Epoch 1741 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 5922.56 ms [2022-04-10 10:40:25 main:574] : INFO : Epoch 1742 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 5785.73 ms [2022-04-10 10:40:31 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 5898.63 ms [2022-04-10 10:40:37 main:574] : INFO : Epoch 1744 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 5824.58 ms [2022-04-10 10:40:43 main:574] : INFO : Epoch 1745 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 5933.65 ms [2022-04-10 10:40:49 main:574] : INFO : Epoch 1746 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 5922.17 ms [2022-04-10 10:40:55 main:574] : INFO : Epoch 1747 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 5872.65 ms [2022-04-10 10:41:01 main:574] : INFO : Epoch 1748 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 5956.61 ms [2022-04-10 10:41:07 main:574] : INFO : Epoch 1749 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 6060.88 ms [2022-04-10 10:41:13 main:574] : INFO : Epoch 1750 | loss: 0.0311782 | val_loss: 0.031181 | Time: 6024.87 ms [2022-04-10 10:41:19 main:574] : INFO : Epoch 1751 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 5940.95 ms [2022-04-10 10:41:25 main:574] : INFO : Epoch 1752 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 5992.47 ms [2022-04-10 10:41:31 main:574] : INFO : Epoch 1753 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 5888.61 ms [2022-04-10 10:41:37 main:574] : INFO : Epoch 1754 | loss: 0.031178 | val_loss: 0.0311811 | Time: 5968.04 ms [2022-04-10 10:41:42 main:574] : INFO : Epoch 1755 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 5840.06 ms [2022-04-10 10:41:48 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311807 | Time: 5797.37 ms [2022-04-10 10:41:54 main:574] : INFO : Epoch 1757 | loss: 0.0311784 | val_loss: 0.0311862 | Time: 6003.38 ms [2022-04-10 10:42:00 main:574] : INFO : Epoch 1758 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 5964.37 ms [2022-04-10 10:42:06 main:574] : INFO : Epoch 1759 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 5900.53 ms [2022-04-10 10:42:12 main:574] : INFO : Epoch 1760 | loss: 0.0311768 | val_loss: 0.0311829 | Time: 5920.27 ms [2022-04-10 10:42:18 main:574] : INFO : Epoch 1761 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 5995.94 ms [2022-04-10 10:42:24 main:574] : INFO : Epoch 1762 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 6012.8 ms [2022-04-10 10:42:30 main:574] : INFO : Epoch 1763 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 5898.33 ms [2022-04-10 10:42:36 main:574] : INFO : Epoch 1764 | loss: 0.03118 | val_loss: 0.0311845 | Time: 5914.84 ms [2022-04-10 10:42:42 main:574] : INFO : Epoch 1765 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 5782.7 ms [2022-04-10 10:42:48 main:574] : INFO : Epoch 1766 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 5816.63 ms [2022-04-10 10:42:53 main:574] : INFO : Epoch 1767 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 5822.55 ms [2022-04-10 10:42:59 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 5880.37 ms [2022-04-10 10:43:05 main:574] : INFO : Epoch 1769 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 6009.75 ms [2022-04-10 10:43:11 main:574] : INFO : Epoch 1770 | loss: 0.0311771 | val_loss: 0.0311896 | Time: 5859.6 ms [2022-04-10 10:43:17 main:574] : INFO : Epoch 1771 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 6012.71 ms [2022-04-10 10:43:23 main:574] : INFO : Epoch 1772 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 5887.31 ms [2022-04-10 10:43:29 main:574] : INFO : Epoch 1773 | loss: 0.0311764 | val_loss: 0.031182 | Time: 5823.99 ms [2022-04-10 10:43:35 main:574] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 5811.66 ms [2022-04-10 10:43:41 main:574] : INFO : Epoch 1775 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 5876.27 ms [2022-04-10 10:43:47 main:574] : INFO : Epoch 1776 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 6054.09 ms [2022-04-10 10:43:53 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 5977.84 ms [2022-04-10 10:43:59 main:574] : INFO : Epoch 1778 | loss: 0.0311783 | val_loss: 0.031182 | Time: 5888.85 ms [2022-04-10 10:44:05 main:574] : INFO : Epoch 1779 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 6237.3 ms [2022-04-10 10:44:11 main:574] : INFO : Epoch 1780 | loss: 0.031177 | val_loss: 0.0311834 | Time: 6192.7 ms [2022-04-10 10:44:17 main:574] : INFO : Epoch 1781 | loss: 0.031177 | val_loss: 0.0311833 | Time: 6411.19 ms [2022-04-10 10:44:24 main:574] : INFO : Epoch 1782 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 6220.72 ms [2022-04-10 10:44:30 main:574] : INFO : Epoch 1783 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 6191.63 ms [2022-04-10 10:44:36 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.0311844 | Time: 5867.2 ms [2022-04-10 10:44:42 main:574] : INFO : Epoch 1785 | loss: 0.031176 | val_loss: 0.0311817 | Time: 5919.65 ms [2022-04-10 10:44:48 main:574] : INFO : Epoch 1786 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 5867.51 ms [2022-04-10 10:44:53 main:574] : INFO : Epoch 1787 | loss: 0.0311779 | val_loss: 0.0311859 | Time: 5854.5 ms [2022-04-10 10:45:00 main:574] : INFO : Epoch 1788 | loss: 0.031181 | val_loss: 0.0311839 | Time: 6106.92 ms [2022-04-10 10:45:05 main:574] : INFO : Epoch 1789 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 5958.88 ms [2022-04-10 10:45:12 main:574] : INFO : Epoch 1790 | loss: 0.0311782 | val_loss: 0.031184 | Time: 5994.29 ms [2022-04-10 10:45:17 main:574] : INFO : Epoch 1791 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 5841.04 ms [2022-04-10 10:45:23 main:574] : INFO : Epoch 1792 | loss: 0.031178 | val_loss: 0.0311856 | Time: 5975.04 ms [2022-04-10 10:45:29 main:574] : INFO : Epoch 1793 | loss: 0.0311794 | val_loss: 0.0311951 | Time: 5929.7 ms [2022-04-10 10:45:35 main:574] : INFO : Epoch 1794 | loss: 0.0311828 | val_loss: 0.0311824 | Time: 6046.04 ms [2022-04-10 10:45:41 main:574] : INFO : Epoch 1795 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 5851.53 ms [2022-04-10 10:45:47 main:574] : INFO : Epoch 1796 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 5809.25 ms [2022-04-10 10:45:53 main:574] : INFO : Epoch 1797 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 5953.75 ms [2022-04-10 10:45:59 main:574] : INFO : Epoch 1798 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 6031.13 ms [2022-04-10 10:46:05 main:574] : INFO : Epoch 1799 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 5987.86 ms [2022-04-10 10:46:11 main:574] : INFO : Epoch 1800 | loss: 0.0311804 | val_loss: 0.031185 | Time: 5877.89 ms [2022-04-10 10:46:17 main:574] : INFO : Epoch 1801 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 5859.5 ms [2022-04-10 10:46:23 main:574] : INFO : Epoch 1802 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 5902.48 ms [2022-04-10 10:46:29 main:574] : INFO : Epoch 1803 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 6022.4 ms [2022-04-10 10:46:35 main:574] : INFO : Epoch 1804 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 5925.56 ms [2022-04-10 10:46:41 main:574] : INFO : Epoch 1805 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 6005.2 ms [2022-04-10 10:46:47 main:574] : INFO : Epoch 1806 | loss: 0.0311796 | val_loss: 0.0311899 | Time: 5902.93 ms [2022-04-10 10:46:53 main:574] : INFO : Epoch 1807 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 5936.43 ms [2022-04-10 10:46:59 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 5908.34 ms [2022-04-10 10:47:04 main:574] : INFO : Epoch 1809 | loss: 0.0311779 | val_loss: 0.0311841 | Time: 5870.17 ms [2022-04-10 10:47:10 main:574] : INFO : Epoch 1810 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 5901.18 ms [2022-04-10 10:47:16 main:574] : INFO : Epoch 1811 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 5964.33 ms [2022-04-10 10:47:22 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 5964.23 ms [2022-04-10 10:47:28 main:574] : INFO : Epoch 1813 | loss: 0.0311805 | val_loss: 0.0311863 | Time: 5886.41 ms [2022-04-10 10:47:34 main:574] : INFO : Epoch 1814 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 5860.46 ms [2022-04-10 10:47:40 main:574] : INFO : Epoch 1815 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 5752.31 ms [2022-04-10 10:47:46 main:574] : INFO : Epoch 1816 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 5971.83 ms [2022-04-10 10:47:52 main:574] : INFO : Epoch 1817 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 5956.23 ms [2022-04-10 10:47:58 main:574] : INFO : Epoch 1818 | loss: 0.0311779 | val_loss: 0.0311843 | Time: 6019.44 ms [2022-04-10 10:48:04 main:574] : INFO : Epoch 1819 | loss: 0.0311791 | val_loss: 0.0311849 | Time: 5904.14 ms [2022-04-10 10:48:10 main:574] : INFO : Epoch 1820 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 5840.96 ms [2022-04-10 10:48:16 main:574] : INFO : Epoch 1821 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 5937.29 ms [2022-04-10 10:48:21 main:574] : INFO : Epoch 1822 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 5890.78 ms [2022-04-10 10:48:27 main:574] : INFO : Epoch 1823 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 5850.11 ms [2022-04-10 10:48:33 main:574] : INFO : Epoch 1824 | loss: 0.031177 | val_loss: 0.0311822 | Time: 5909.31 ms [2022-04-10 10:48:39 main:574] : INFO : Epoch 1825 | loss: 0.031177 | val_loss: 0.0311804 | Time: 5959.73 ms [2022-04-10 10:48:45 main:574] : INFO : Epoch 1826 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 5986.79 ms [2022-04-10 10:48:51 main:574] : INFO : Epoch 1827 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 5858.48 ms [2022-04-10 10:48:57 main:574] : INFO : Epoch 1828 | loss: 0.0311797 | val_loss: 0.0311851 | Time: 6044.99 ms [2022-04-10 10:49:03 main:574] : INFO : Epoch 1829 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 5858.14 ms [2022-04-10 10:49:09 main:574] : INFO : Epoch 1830 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 5875.99 ms [2022-04-10 10:49:15 main:574] : INFO : Epoch 1831 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 5817.25 ms [2022-04-10 10:49:21 main:574] : INFO : Epoch 1832 | loss: 0.031179 | val_loss: 0.0311846 | Time: 5896.66 ms [2022-04-10 10:49:27 main:574] : INFO : Epoch 1833 | loss: 0.031179 | val_loss: 0.0311832 | Time: 5973.26 ms [2022-04-10 10:49:32 main:574] : INFO : Epoch 1834 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 5873.16 ms [2022-04-10 10:49:38 main:574] : INFO : Epoch 1835 | loss: 0.0311785 | val_loss: 0.0311902 | Time: 5924.91 ms [2022-04-10 10:49:44 main:574] : INFO : Epoch 1836 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 5868.52 ms [2022-04-10 10:49:50 main:574] : INFO : Epoch 1837 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 5927.33 ms [2022-04-10 10:49:56 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.031183 | Time: 5876.61 ms [2022-04-10 10:50:02 main:574] : INFO : Epoch 1839 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 6133.86 ms [2022-04-10 10:50:08 main:574] : INFO : Epoch 1840 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 5978.37 ms [2022-04-10 10:50:14 main:574] : INFO : Epoch 1841 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 6077.49 ms [2022-04-10 10:50:20 main:574] : INFO : Epoch 1842 | loss: 0.0311758 | val_loss: 0.03119 | Time: 5882.24 ms [2022-04-10 10:50:26 main:574] : INFO : Epoch 1843 | loss: 0.0311819 | val_loss: 0.031183 | Time: 5912.45 ms [2022-04-10 10:50:32 main:574] : INFO : Epoch 1844 | loss: 0.0311784 | val_loss: 0.031185 | Time: 5843.7 ms [2022-04-10 10:50:38 main:574] : INFO : Epoch 1845 | loss: 0.031181 | val_loss: 0.0311932 | Time: 5837.24 ms [2022-04-10 10:50:44 main:574] : INFO : Epoch 1846 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 5956.12 ms [2022-04-10 10:50:50 main:574] : INFO : Epoch 1847 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 6015.43 ms [2022-04-10 10:50:56 main:574] : INFO : Epoch 1848 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 6056.83 ms [2022-04-10 10:51:02 main:574] : INFO : Epoch 1849 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 6117.23 ms [2022-04-10 10:51:08 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 6156.37 ms [2022-04-10 10:51:14 main:574] : INFO : Epoch 1851 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 6101.95 ms [2022-04-10 10:51:20 main:574] : INFO : Epoch 1852 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 6034.42 ms [2022-04-10 10:51:27 main:574] : INFO : Epoch 1853 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 6500.52 ms [2022-04-10 10:51:33 main:574] : INFO : Epoch 1854 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 5917.83 ms [2022-04-10 10:51:39 main:574] : INFO : Epoch 1855 | loss: 0.031177 | val_loss: 0.0311831 | Time: 5900.89 ms [2022-04-10 10:51:45 main:574] : INFO : Epoch 1856 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 5966.46 ms [2022-04-10 10:51:51 main:574] : INFO : Epoch 1857 | loss: 0.031177 | val_loss: 0.0311802 | Time: 5739.17 ms [2022-04-10 10:51:57 main:574] : INFO : Epoch 1858 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 6258.26 ms [2022-04-10 10:52:03 main:574] : INFO : Epoch 1859 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 5899.74 ms [2022-04-10 10:52:09 main:574] : INFO : Epoch 1860 | loss: 0.0311758 | val_loss: 0.03118 | Time: 5995.03 ms [2022-04-10 10:52:15 main:574] : INFO : Epoch 1861 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 6032.33 ms [2022-04-10 10:52:21 main:574] : INFO : Epoch 1862 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 5923.27 ms [2022-04-10 10:52:27 main:574] : INFO : Epoch 1863 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 5868.4 ms [2022-04-10 10:52:33 main:574] : INFO : Epoch 1864 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 6000.68 ms [2022-04-10 10:52:38 main:574] : INFO : Epoch 1865 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 5907.98 ms [2022-04-10 10:52:44 main:574] : INFO : Epoch 1866 | loss: 0.0311742 | val_loss: 0.031183 | Time: 5920.17 ms [2022-04-10 10:52:50 main:574] : INFO : Epoch 1867 | loss: 0.0311763 | val_loss: 0.03119 | Time: 6000.12 ms [2022-04-10 10:52:57 main:574] : INFO : Epoch 1868 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 6077.94 ms [2022-04-10 10:53:02 main:574] : INFO : Epoch 1869 | loss: 0.0311742 | val_loss: 0.031183 | Time: 5940.81 ms [2022-04-10 10:53:08 main:574] : INFO : Epoch 1870 | loss: 0.0311768 | val_loss: 0.031185 | Time: 5942.79 ms [2022-04-10 10:53:14 main:574] : INFO : Epoch 1871 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 5932.17 ms [2022-04-10 10:53:20 main:574] : INFO : Epoch 1872 | loss: 0.031174 | val_loss: 0.0311803 | Time: 6035.42 ms [2022-04-10 10:53:26 main:574] : INFO : Epoch 1873 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 6034.65 ms [2022-04-10 10:53:32 main:574] : INFO : Epoch 1874 | loss: 0.0311747 | val_loss: 0.0311883 | Time: 5949.1 ms [2022-04-10 10:53:38 main:574] : INFO : Epoch 1875 | loss: 0.031179 | val_loss: 0.0311865 | Time: 6023.1 ms [2022-04-10 10:53:44 main:574] : INFO : Epoch 1876 | loss: 0.03118 | val_loss: 0.0311826 | Time: 5840.76 ms [2022-04-10 10:53:50 main:574] : INFO : Epoch 1877 | loss: 0.0311774 | val_loss: 0.031181 | Time: 5798.6 ms [2022-04-10 10:53:56 main:574] : INFO : Epoch 1878 | loss: 0.031179 | val_loss: 0.0311854 | Time: 5931.87 ms [2022-04-10 10:54:02 main:574] : INFO : Epoch 1879 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 5853.01 ms [2022-04-10 10:54:08 main:574] : INFO : Epoch 1880 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 5981.58 ms [2022-04-10 10:54:14 main:574] : INFO : Epoch 1881 | loss: 0.0311764 | val_loss: 0.031183 | Time: 5949.25 ms [2022-04-10 10:54:20 main:574] : INFO : Epoch 1882 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 5940.15 ms [2022-04-10 10:54:26 main:574] : INFO : Epoch 1883 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 6015.47 ms [2022-04-10 10:54:32 main:574] : INFO : Epoch 1884 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 5982.23 ms [2022-04-10 10:54:38 main:574] : INFO : Epoch 1885 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 5929.46 ms [2022-04-10 10:54:44 main:574] : INFO : Epoch 1886 | loss: 0.0311741 | val_loss: 0.0311857 | Time: 5974.32 ms [2022-04-10 10:54:50 main:574] : INFO : Epoch 1887 | loss: 0.031177 | val_loss: 0.0311887 | Time: 5981.3 ms [2022-04-10 10:54:56 main:574] : INFO : Epoch 1888 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 5866.66 ms [2022-04-10 10:55:02 main:574] : INFO : Epoch 1889 | loss: 0.0311771 | val_loss: 0.03118 | Time: 5903.01 ms [2022-04-10 10:55:07 main:574] : INFO : Epoch 1890 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 5892.76 ms [2022-04-10 10:55:13 main:574] : INFO : Epoch 1891 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 5904.47 ms [2022-04-10 10:55:19 main:574] : INFO : Epoch 1892 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 6006.11 ms [2022-04-10 10:55:25 main:574] : INFO : Epoch 1893 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 6078.43 ms [2022-04-10 10:55:32 main:574] : INFO : Epoch 1894 | loss: 0.031175 | val_loss: 0.0311837 | Time: 6071.47 ms [2022-04-10 10:55:37 main:574] : INFO : Epoch 1895 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 5859.07 ms [2022-04-10 10:55:43 main:574] : INFO : Epoch 1896 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 5942.13 ms [2022-04-10 10:55:49 main:574] : INFO : Epoch 1897 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 5945.77 ms [2022-04-10 10:55:55 main:574] : INFO : Epoch 1898 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 5962.17 ms [2022-04-10 10:56:01 main:574] : INFO : Epoch 1899 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 5951.36 ms [2022-04-10 10:56:07 main:574] : INFO : Epoch 1900 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 5998.77 ms [2022-04-10 10:56:13 main:574] : INFO : Epoch 1901 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 5902.35 ms [2022-04-10 10:56:19 main:574] : INFO : Epoch 1902 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 5941.48 ms [2022-04-10 10:56:25 main:574] : INFO : Epoch 1903 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 5949.25 ms [2022-04-10 10:56:31 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 5872.02 ms [2022-04-10 10:56:37 main:574] : INFO : Epoch 1905 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 5933.46 ms [2022-04-10 10:56:43 main:574] : INFO : Epoch 1906 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 5952.05 ms [2022-04-10 10:56:49 main:574] : INFO : Epoch 1907 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 5966.74 ms [2022-04-10 10:56:55 main:574] : INFO : Epoch 1908 | loss: 0.031181 | val_loss: 0.0311845 | Time: 5864.8 ms [2022-04-10 10:57:01 main:574] : INFO : Epoch 1909 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 5811.88 ms [2022-04-10 10:57:06 main:574] : INFO : Epoch 1910 | loss: 0.0311755 | val_loss: 0.031184 | Time: 5825.21 ms [2022-04-10 10:57:12 main:574] : INFO : Epoch 1911 | loss: 0.031175 | val_loss: 0.0311866 | Time: 5932.64 ms [2022-04-10 10:57:18 main:574] : INFO : Epoch 1912 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 5851.35 ms [2022-04-10 10:57:24 main:574] : INFO : Epoch 1913 | loss: 0.031175 | val_loss: 0.0311825 | Time: 5913.4 ms [2022-04-10 10:57:30 main:574] : INFO : Epoch 1914 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 5835.84 ms [2022-04-10 10:57:36 main:574] : INFO : Epoch 1915 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 5872.31 ms [2022-04-10 10:57:42 main:574] : INFO : Epoch 1916 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 5895.58 ms [2022-04-10 10:57:48 main:574] : INFO : Epoch 1917 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 5954.87 ms [2022-04-10 10:57:54 main:574] : INFO : Epoch 1918 | loss: 0.0311827 | val_loss: 0.0311994 | Time: 5878.7 ms [2022-04-10 10:58:00 main:574] : INFO : Epoch 1919 | loss: 0.0311847 | val_loss: 0.0311832 | Time: 5951.45 ms [2022-04-10 10:58:05 main:574] : INFO : Epoch 1920 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 5808.8 ms [2022-04-10 10:58:11 main:574] : INFO : Epoch 1921 | loss: 0.031176 | val_loss: 0.031182 | Time: 5973.05 ms [2022-04-10 10:58:17 main:574] : INFO : Epoch 1922 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 5949.41 ms [2022-04-10 10:58:23 main:574] : INFO : Epoch 1923 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 5941.61 ms [2022-04-10 10:58:29 main:574] : INFO : Epoch 1924 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 5993.59 ms [2022-04-10 10:58:35 main:574] : INFO : Epoch 1925 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 5932.75 ms [2022-04-10 10:58:41 main:574] : INFO : Epoch 1926 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 5895.96 ms [2022-04-10 10:58:47 main:574] : INFO : Epoch 1927 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 5892.83 ms [2022-04-10 10:58:53 main:574] : INFO : Epoch 1928 | loss: 0.0311856 | val_loss: 0.0311915 | Time: 6009.07 ms [2022-04-10 10:58:59 main:574] : INFO : Epoch 1929 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 5968.32 ms [2022-04-10 10:59:05 main:574] : INFO : Epoch 1930 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 5976.05 ms [2022-04-10 10:59:11 main:574] : INFO : Epoch 1931 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 6092.6 ms [2022-04-10 10:59:17 main:574] : INFO : Epoch 1932 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 5898.24 ms [2022-04-10 10:59:23 main:574] : INFO : Epoch 1933 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 5952.35 ms [2022-04-10 10:59:29 main:574] : INFO : Epoch 1934 | loss: 0.0311805 | val_loss: 0.031183 | Time: 5947.34 ms [2022-04-10 10:59:35 main:574] : INFO : Epoch 1935 | loss: 0.0311773 | val_loss: 0.031181 | Time: 5894.31 ms [2022-04-10 10:59:41 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 5986.87 ms [2022-04-10 10:59:47 main:574] : INFO : Epoch 1937 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 5991.82 ms [2022-04-10 10:59:53 main:574] : INFO : Epoch 1938 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 5986.64 ms [2022-04-10 10:59:59 main:574] : INFO : Epoch 1939 | loss: 0.0311779 | val_loss: 0.03118 | Time: 5889.78 ms [2022-04-10 11:00:05 main:574] : INFO : Epoch 1940 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 6017.11 ms [2022-04-10 11:00:11 main:574] : INFO : Epoch 1941 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 5826.78 ms [2022-04-10 11:00:17 main:574] : INFO : Epoch 1942 | loss: 0.0311786 | val_loss: 0.0311814 | Time: 5939.27 ms [2022-04-10 11:00:23 main:574] : INFO : Epoch 1943 | loss: 0.0311801 | val_loss: 0.031183 | Time: 6025.71 ms [2022-04-10 11:00:29 main:574] : INFO : Epoch 1944 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 6066.14 ms [2022-04-10 11:00:35 main:574] : INFO : Epoch 1945 | loss: 0.031177 | val_loss: 0.0311792 | Time: 5948.04 ms [2022-04-10 11:00:41 main:574] : INFO : Epoch 1946 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 5834.7 ms [2022-04-10 11:00:46 main:574] : INFO : Epoch 1947 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 5861.94 ms [2022-04-10 11:00:52 main:574] : INFO : Epoch 1948 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 5811.44 ms [2022-04-10 11:00:58 main:574] : INFO : Epoch 1949 | loss: 0.0311791 | val_loss: 0.0311834 | Time: 5863.91 ms [2022-04-10 11:01:04 main:574] : INFO : Epoch 1950 | loss: 0.0311806 | val_loss: 0.031187 | Time: 6064.72 ms [2022-04-10 11:01:10 main:574] : INFO : Epoch 1951 | loss: 0.031183 | val_loss: 0.0311838 | Time: 6032.67 ms [2022-04-10 11:01:16 main:574] : INFO : Epoch 1952 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 5937.43 ms [2022-04-10 11:01:22 main:574] : INFO : Epoch 1953 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 5901.26 ms [2022-04-10 11:01:28 main:574] : INFO : Epoch 1954 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 5833.92 ms [2022-04-10 11:01:34 main:574] : INFO : Epoch 1955 | loss: 0.0311768 | val_loss: 0.031181 | Time: 6029.21 ms [2022-04-10 11:01:40 main:574] : INFO : Epoch 1956 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 5902.47 ms [2022-04-10 11:01:46 main:574] : INFO : Epoch 1957 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 5969.98 ms [2022-04-10 11:01:52 main:574] : INFO : Epoch 1958 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 6024.94 ms [2022-04-10 11:01:58 main:574] : INFO : Epoch 1959 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 5935.81 ms [2022-04-10 11:02:04 main:574] : INFO : Epoch 1960 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 5971.8 ms [2022-04-10 11:02:10 main:574] : INFO : Epoch 1961 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 6103.83 ms [2022-04-10 11:02:16 main:574] : INFO : Epoch 1962 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 5986.97 ms [2022-04-10 11:02:22 main:574] : INFO : Epoch 1963 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 5859.76 ms [2022-04-10 11:02:28 main:574] : INFO : Epoch 1964 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 5994.61 ms [2022-04-10 11:02:34 main:574] : INFO : Epoch 1965 | loss: 0.031178 | val_loss: 0.0311803 | Time: 5930.25 ms [2022-04-10 11:02:40 main:574] : INFO : Epoch 1966 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 5994.18 ms [2022-04-10 11:02:46 main:574] : INFO : Epoch 1967 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 6000.42 ms [2022-04-10 11:02:52 main:574] : INFO : Epoch 1968 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 5835.23 ms [2022-04-10 11:02:58 main:574] : INFO : Epoch 1969 | loss: 0.0311821 | val_loss: 0.0311886 | Time: 5972.41 ms [2022-04-10 11:03:04 main:574] : INFO : Epoch 1970 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 5876.7 ms [2022-04-10 11:03:10 main:574] : INFO : Epoch 1971 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 5966.56 ms [2022-04-10 11:03:16 main:574] : INFO : Epoch 1972 | loss: 0.0311796 | val_loss: 0.0311839 | Time: 5933.13 ms [2022-04-10 11:03:22 main:574] : INFO : Epoch 1973 | loss: 0.0311832 | val_loss: 0.031186 | Time: 6057.03 ms [2022-04-10 11:03:28 main:574] : INFO : Epoch 1974 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 5956.86 ms [2022-04-10 11:03:34 main:574] : INFO : Epoch 1975 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 5915.76 ms [2022-04-10 11:03:40 main:574] : INFO : Epoch 1976 | loss: 0.0311805 | val_loss: 0.0311825 | Time: 6056.07 ms [2022-04-10 11:03:45 main:574] : INFO : Epoch 1977 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 5752.04 ms [2022-04-10 11:03:51 main:574] : INFO : Epoch 1978 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 6000.03 ms [2022-04-10 11:03:57 main:574] : INFO : Epoch 1979 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 6012.67 ms [2022-04-10 11:04:03 main:574] : INFO : Epoch 1980 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 5836.12 ms [2022-04-10 11:04:09 main:574] : INFO : Epoch 1981 | loss: 0.0311783 | val_loss: 0.0311845 | Time: 5862.15 ms [2022-04-10 11:04:15 main:574] : INFO : Epoch 1982 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 5864.82 ms [2022-04-10 11:04:21 main:574] : INFO : Epoch 1983 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 5899.24 ms [2022-04-10 11:04:27 main:574] : INFO : Epoch 1984 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 6163.93 ms [2022-04-10 11:04:33 main:574] : INFO : Epoch 1985 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 5990.33 ms [2022-04-10 11:04:39 main:574] : INFO : Epoch 1986 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 6007.96 ms [2022-04-10 11:04:45 main:574] : INFO : Epoch 1987 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 5885.94 ms [2022-04-10 11:04:51 main:574] : INFO : Epoch 1988 | loss: 0.0311788 | val_loss: 0.0311919 | Time: 5978.37 ms [2022-04-10 11:04:57 main:574] : INFO : Epoch 1989 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 5874.6 ms [2022-04-10 11:05:03 main:574] : INFO : Epoch 1990 | loss: 0.0311782 | val_loss: 0.0311864 | Time: 5936.83 ms [2022-04-10 11:05:09 main:574] : INFO : Epoch 1991 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 5951.4 ms [2022-04-10 11:05:15 main:574] : INFO : Epoch 1992 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 5853.9 ms [2022-04-10 11:05:21 main:574] : INFO : Epoch 1993 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 5822.82 ms [2022-04-10 11:05:26 main:574] : INFO : Epoch 1994 | loss: 0.0311776 | val_loss: 0.0311826 | Time: 5888.19 ms [2022-04-10 11:05:32 main:574] : INFO : Epoch 1995 | loss: 0.031179 | val_loss: 0.0311816 | Time: 5909.69 ms [2022-04-10 11:05:38 main:574] : INFO : Epoch 1996 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 6018.7 ms [2022-04-10 11:05:44 main:574] : INFO : Epoch 1997 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 5919.34 ms [2022-04-10 11:05:50 main:574] : INFO : Epoch 1998 | loss: 0.0311786 | val_loss: 0.03118 | Time: 5966.76 ms [2022-04-10 11:05:56 main:574] : INFO : Epoch 1999 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 5905.49 ms [2022-04-10 11:06:02 main:574] : INFO : Epoch 2000 | loss: 0.031179 | val_loss: 0.0311813 | Time: 5857.72 ms [2022-04-10 11:06:08 main:574] : INFO : Epoch 2001 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 5850.21 ms [2022-04-10 11:06:14 main:574] : INFO : Epoch 2002 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 5901.23 ms [2022-04-10 11:06:20 main:574] : INFO : Epoch 2003 | loss: 0.0311811 | val_loss: 0.0311894 | Time: 5952.75 ms [2022-04-10 11:06:26 main:574] : INFO : Epoch 2004 | loss: 0.0311788 | val_loss: 0.0311874 | Time: 6388.94 ms [2022-04-10 11:06:32 main:574] : INFO : Epoch 2005 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 6099.55 ms [2022-04-10 11:06:48 main:574] : INFO : Epoch 2006 | loss: 0.031181 | val_loss: 0.0311814 | Time: 16109.8 ms [2022-04-10 11:06:54 main:574] : INFO : Epoch 2007 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 5751.97 ms [2022-04-10 11:07:00 main:574] : INFO : Epoch 2008 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 5894.31 ms [2022-04-10 11:07:06 main:574] : INFO : Epoch 2009 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 5808.37 ms [2022-04-10 11:07:12 main:574] : INFO : Epoch 2010 | loss: 0.0311795 | val_loss: 0.0311844 | Time: 5846.74 ms [2022-04-10 11:07:18 main:574] : INFO : Epoch 2011 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 5951.53 ms [2022-04-10 11:07:24 main:574] : INFO : Epoch 2012 | loss: 0.0311788 | val_loss: 0.0311816 | Time: 6049.09 ms [2022-04-10 11:07:30 main:574] : INFO : Epoch 2013 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 6157.74 ms [2022-04-10 11:07:36 main:574] : INFO : Epoch 2014 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 5954.36 ms [2022-04-10 11:07:42 main:574] : INFO : Epoch 2015 | loss: 0.0311773 | val_loss: 0.031182 | Time: 5972.79 ms [2022-04-10 11:07:48 main:574] : INFO : Epoch 2016 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 5939.51 ms [2022-04-10 11:07:54 main:574] : INFO : Epoch 2017 | loss: 0.0311769 | val_loss: 0.0311786 | Time: 6039.95 ms [2022-04-10 11:08:00 main:574] : INFO : Epoch 2018 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 5967 ms [2022-04-10 11:08:06 main:574] : INFO : Epoch 2019 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 5920.71 ms [2022-04-10 11:08:12 main:574] : INFO : Epoch 2020 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 5952.39 ms [2022-04-10 11:08:18 main:574] : INFO : Epoch 2021 | loss: 0.0311768 | val_loss: 0.0311868 | Time: 5920.2 ms [2022-04-10 11:08:24 main:574] : INFO : Epoch 2022 | loss: 0.0311803 | val_loss: 0.0311849 | Time: 5831.95 ms [2022-04-10 11:08:30 main:574] : INFO : Epoch 2023 | loss: 0.031179 | val_loss: 0.0311863 | Time: 5895 ms [2022-04-10 11:08:36 main:574] : INFO : Epoch 2024 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 5969.58 ms [2022-04-10 11:08:41 main:574] : INFO : Epoch 2025 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 5822.59 ms [2022-04-10 11:08:47 main:574] : INFO : Epoch 2026 | loss: 0.0311835 | val_loss: 0.0311802 | Time: 6054.96 ms [2022-04-10 11:08:53 main:574] : INFO : Epoch 2027 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 5931.5 ms [2022-04-10 11:08:59 main:574] : INFO : Epoch 2028 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 5952.95 ms [2022-04-10 11:09:05 main:574] : INFO : Epoch 2029 | loss: 0.0311782 | val_loss: 0.03118 | Time: 5940.61 ms [2022-04-10 11:09:11 main:574] : INFO : Epoch 2030 | loss: 0.0311786 | val_loss: 0.031187 | Time: 5944.91 ms [2022-04-10 11:09:17 main:574] : INFO : Epoch 2031 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 5864.41 ms [2022-04-10 11:09:23 main:574] : INFO : Epoch 2032 | loss: 0.0311775 | val_loss: 0.0311825 | Time: 5936.76 ms [2022-04-10 11:09:29 main:574] : INFO : Epoch 2033 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 5856.5 ms [2022-04-10 11:09:35 main:574] : INFO : Epoch 2034 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 6014.25 ms [2022-04-10 11:09:41 main:574] : INFO : Epoch 2035 | loss: 0.0311775 | val_loss: 0.031185 | Time: 5840.06 ms [2022-04-10 11:09:47 main:574] : INFO : Epoch 2036 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 6063.06 ms [2022-04-10 11:09:53 main:574] : INFO : Epoch 2037 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 5761.03 ms [2022-04-10 11:09:59 main:574] : INFO : Epoch 2038 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 5829.99 ms [2022-04-10 11:10:05 main:574] : INFO : Epoch 2039 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 5973.78 ms [2022-04-10 11:10:10 main:574] : INFO : Epoch 2040 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 5885.03 ms [2022-04-10 11:10:16 main:574] : INFO : Epoch 2041 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 5867.34 ms [2022-04-10 11:10:22 main:574] : INFO : Epoch 2042 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 6004.55 ms [2022-04-10 11:10:28 main:574] : INFO : Epoch 2043 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 5991.89 ms [2022-04-10 11:10:34 main:574] : INFO : Epoch 2044 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 5877.58 ms [2022-04-10 11:10:40 main:574] : INFO : Epoch 2045 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 5966.48 ms [2022-04-10 11:10:46 main:574] : INFO : Epoch 2046 | loss: 0.0311745 | val_loss: 0.0311853 | Time: 6008.87 ms [2022-04-10 11:10:52 main:574] : INFO : Epoch 2047 | loss: 0.0311768 | val_loss: 0.031196 | Time: 5803.28 ms [2022-04-10 11:10:58 main:574] : INFO : Epoch 2048 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 5998.47 ms [2022-04-10 11:10:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846 [2022-04-10 11:10:58 main:603] : INFO : Saving end state to config to file [2022-04-10 11:10:58 main:608] : INFO : Success, exiting.. 11:10:58 (57964): 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)