Task 11341252
| Name | ParityModified-1639958688-30809-3-0_0 |
| Workunit | 8586968 |
| Created | 4 Feb 2022, 3:41:22 UTC |
| Sent | 16 Feb 2022, 15:44:01 UTC |
| Report deadline | 24 Feb 2022, 15:44:01 UTC |
| Received | 16 Feb 2022, 20:38:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6020 |
| Run time | 3 hours 50 min 25 sec |
| CPU time | 3 hours 38 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 6974.11 ms [2022-02-16 13:40:39 main:574] : INFO : Epoch 1543 | loss: 0.031186 | val_loss: 0.0311881 | Time: 6501.21 ms [2022-02-16 13:40:46 main:574] : INFO : Epoch 1544 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 6470.63 ms [2022-02-16 13:40:53 main:574] : INFO : Epoch 1545 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 7016.28 ms [2022-02-16 13:40:59 main:574] : INFO : Epoch 1546 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 6644.41 ms [2022-02-16 13:41:06 main:574] : INFO : Epoch 1547 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 6796.61 ms [2022-02-16 13:41:13 main:574] : INFO : Epoch 1548 | loss: 0.0311848 | val_loss: 0.0311891 | Time: 6996.17 ms [2022-02-16 13:41:20 main:574] : INFO : Epoch 1549 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 6600.7 ms [2022-02-16 13:41:27 main:574] : INFO : Epoch 1550 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 6744.22 ms [2022-02-16 13:41:33 main:574] : INFO : Epoch 1551 | loss: 0.0311865 | val_loss: 0.0311928 | Time: 6710.05 ms [2022-02-16 13:41:40 main:574] : INFO : Epoch 1552 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 6428.35 ms [2022-02-16 13:41:46 main:574] : INFO : Epoch 1553 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 6495.86 ms [2022-02-16 13:41:53 main:574] : INFO : Epoch 1554 | loss: 0.0311845 | val_loss: 0.0311893 | Time: 7025.04 ms [2022-02-16 13:42:00 main:574] : INFO : Epoch 1555 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 6739.86 ms [2022-02-16 13:42:07 main:574] : INFO : Epoch 1556 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 6650.14 ms [2022-02-16 13:42:14 main:574] : INFO : Epoch 1557 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 6919.91 ms [2022-02-16 13:42:20 main:574] : INFO : Epoch 1558 | loss: 0.0311869 | val_loss: 0.0311929 | Time: 6562.45 ms [2022-02-16 13:42:27 main:574] : INFO : Epoch 1559 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 6549.33 ms [2022-02-16 13:42:33 main:574] : INFO : Epoch 1560 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 6579.61 ms [2022-02-16 13:42:40 main:574] : INFO : Epoch 1561 | loss: 0.031183 | val_loss: 0.0311914 | Time: 6761.41 ms [2022-02-16 13:42:47 main:574] : INFO : Epoch 1562 | loss: 0.0311863 | val_loss: 0.031189 | Time: 6506.93 ms [2022-02-16 13:42:54 main:574] : INFO : Epoch 1563 | loss: 0.0311854 | val_loss: 0.031189 | Time: 6791.98 ms [2022-02-16 13:43:01 main:574] : INFO : Epoch 1564 | loss: 0.0311857 | val_loss: 0.031196 | Time: 7265.33 ms [2022-02-16 13:43:08 main:574] : INFO : Epoch 1565 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 6726.93 ms [2022-02-16 13:43:14 main:574] : INFO : Epoch 1566 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 6789.54 ms [2022-02-16 13:43:21 main:574] : INFO : Epoch 1567 | loss: 0.0311826 | val_loss: 0.0311885 | Time: 6442.32 ms [2022-02-16 13:43:27 main:574] : INFO : Epoch 1568 | loss: 0.0311828 | val_loss: 0.0311927 | Time: 6567.44 ms [2022-02-16 13:43:34 main:574] : INFO : Epoch 1569 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 6757.71 ms [2022-02-16 13:43:41 main:574] : INFO : Epoch 1570 | loss: 0.0311824 | val_loss: 0.0311913 | Time: 6601.97 ms [2022-02-16 13:43:47 main:574] : INFO : Epoch 1571 | loss: 0.0311812 | val_loss: 0.0311904 | Time: 6631.23 ms [2022-02-16 13:43:54 main:574] : INFO : Epoch 1572 | loss: 0.031182 | val_loss: 0.031192 | Time: 6938.75 ms [2022-02-16 13:44:01 main:574] : INFO : Epoch 1573 | loss: 0.0311826 | val_loss: 0.0311903 | Time: 6906.58 ms [2022-02-16 13:44:08 main:574] : INFO : Epoch 1574 | loss: 0.0311826 | val_loss: 0.0311908 | Time: 6605.16 ms [2022-02-16 13:44:15 main:574] : INFO : Epoch 1575 | loss: 0.0311825 | val_loss: 0.0311878 | Time: 6709.56 ms [2022-02-16 13:44:22 main:574] : INFO : Epoch 1576 | loss: 0.0311847 | val_loss: 0.0311907 | Time: 6821.12 ms [2022-02-16 13:44:28 main:574] : INFO : Epoch 1577 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 6518.59 ms [2022-02-16 13:44:35 main:574] : INFO : Epoch 1578 | loss: 0.031181 | val_loss: 0.0311892 | Time: 6871.57 ms [2022-02-16 13:44:41 main:574] : INFO : Epoch 1579 | loss: 0.0311854 | val_loss: 0.0311882 | Time: 6540.5 ms [2022-02-16 13:44:48 main:574] : INFO : Epoch 1580 | loss: 0.031183 | val_loss: 0.031188 | Time: 6855.28 ms [2022-02-16 13:44:55 main:574] : INFO : Epoch 1581 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 6909.92 ms [2022-02-16 13:45:02 main:574] : INFO : Epoch 1582 | loss: 0.0311811 | val_loss: 0.0311877 | Time: 6607.17 ms [2022-02-16 13:45:08 main:574] : INFO : Epoch 1583 | loss: 0.0311816 | val_loss: 0.0311867 | Time: 6603.5 ms [2022-02-16 13:45:15 main:574] : INFO : Epoch 1584 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 6721.94 ms [2022-02-16 13:45:22 main:574] : INFO : Epoch 1585 | loss: 0.0311809 | val_loss: 0.0311905 | Time: 6570.25 ms [2022-02-16 13:45:29 main:574] : INFO : Epoch 1586 | loss: 0.0311795 | val_loss: 0.0311932 | Time: 6731.94 ms [2022-02-16 13:45:36 main:574] : INFO : Epoch 1587 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 6964.32 ms [2022-02-16 13:45:42 main:574] : INFO : Epoch 1588 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 6695.85 ms [2022-02-16 13:45:49 main:574] : INFO : Epoch 1589 | loss: 0.0311813 | val_loss: 0.0311865 | Time: 6606.09 ms [2022-02-16 13:45:56 main:574] : INFO : Epoch 1590 | loss: 0.0311802 | val_loss: 0.0311884 | Time: 6856.71 ms [2022-02-16 13:46:02 main:574] : INFO : Epoch 1591 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 6542.4 ms [2022-02-16 13:46:09 main:574] : INFO : Epoch 1592 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 6869.84 ms [2022-02-16 13:46:16 main:574] : INFO : Epoch 1593 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 7117.77 ms [2022-02-16 13:46:23 main:574] : INFO : Epoch 1594 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 6634.58 ms [2022-02-16 13:46:30 main:574] : INFO : Epoch 1595 | loss: 0.0311819 | val_loss: 0.0311905 | Time: 6897.19 ms [2022-02-16 13:46:36 main:574] : INFO : Epoch 1596 | loss: 0.0311817 | val_loss: 0.0311889 | Time: 6478.29 ms [2022-02-16 13:46:43 main:574] : INFO : Epoch 1597 | loss: 0.0311816 | val_loss: 0.0311863 | Time: 6711.61 ms [2022-02-16 13:46:50 main:574] : INFO : Epoch 1598 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 7210.43 ms [2022-02-16 13:46:57 main:574] : INFO : Epoch 1599 | loss: 0.03118 | val_loss: 0.0311878 | Time: 6659.78 ms [2022-02-16 13:47:04 main:574] : INFO : Epoch 1600 | loss: 0.0311816 | val_loss: 0.031188 | Time: 6996.66 ms [2022-02-16 13:47:11 main:574] : INFO : Epoch 1601 | loss: 0.0311835 | val_loss: 0.0311906 | Time: 6669.73 ms [2022-02-16 13:47:17 main:574] : INFO : Epoch 1602 | loss: 0.0311829 | val_loss: 0.0311933 | Time: 6664.04 ms [2022-02-16 13:47:24 main:574] : INFO : Epoch 1603 | loss: 0.0311841 | val_loss: 0.0311885 | Time: 6715.16 ms [2022-02-16 13:47:31 main:574] : INFO : Epoch 1604 | loss: 0.0311832 | val_loss: 0.0311879 | Time: 6776.66 ms [2022-02-16 13:47:38 main:574] : INFO : Epoch 1605 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 6740 ms [2022-02-16 13:47:44 main:574] : INFO : Epoch 1606 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 6747.07 ms [2022-02-16 13:47:52 main:574] : INFO : Epoch 1607 | loss: 0.0311866 | val_loss: 0.0311894 | Time: 7652.57 ms [2022-02-16 13:47:59 main:574] : INFO : Epoch 1608 | loss: 0.0311832 | val_loss: 0.0311883 | Time: 6956.88 ms [2022-02-16 13:48:05 main:574] : INFO : Epoch 1609 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 6486.32 ms [2022-02-16 13:48:12 main:574] : INFO : Epoch 1610 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 6961.67 ms [2022-02-16 13:48:19 main:574] : INFO : Epoch 1611 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 6926.01 ms [2022-02-16 13:48:26 main:574] : INFO : Epoch 1612 | loss: 0.031187 | val_loss: 0.0311896 | Time: 6570.25 ms [2022-02-16 13:48:33 main:574] : INFO : Epoch 1613 | loss: 0.0311885 | val_loss: 0.0311907 | Time: 7025.51 ms [2022-02-16 13:48:39 main:574] : INFO : Epoch 1614 | loss: 0.0311849 | val_loss: 0.0311894 | Time: 6509.28 ms [2022-02-16 13:48:46 main:574] : INFO : Epoch 1615 | loss: 0.0311871 | val_loss: 0.0312012 | Time: 6565.26 ms [2022-02-16 13:48:53 main:574] : INFO : Epoch 1616 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 6689.74 ms [2022-02-16 13:49:00 main:574] : INFO : Epoch 1617 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 6927.36 ms [2022-02-16 13:49:06 main:574] : INFO : Epoch 1618 | loss: 0.0311946 | val_loss: 0.031197 | Time: 6749.89 ms [2022-02-16 13:49:13 main:574] : INFO : Epoch 1619 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 6649.49 ms [2022-02-16 13:49:20 main:574] : INFO : Epoch 1620 | loss: 0.0311854 | val_loss: 0.0311925 | Time: 6726.78 ms [2022-02-16 13:49:27 main:574] : INFO : Epoch 1621 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 6849.53 ms [2022-02-16 13:49:34 main:574] : INFO : Epoch 1622 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 6819.01 ms [2022-02-16 13:49:40 main:574] : INFO : Epoch 1623 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 6750.85 ms [2022-02-16 13:49:47 main:574] : INFO : Epoch 1624 | loss: 0.0311856 | val_loss: 0.0311958 | Time: 6430.22 ms [2022-02-16 13:49:54 main:574] : INFO : Epoch 1625 | loss: 0.0311852 | val_loss: 0.0311913 | Time: 7014.55 ms [2022-02-16 13:50:00 main:574] : INFO : Epoch 1626 | loss: 0.0311857 | val_loss: 0.0311943 | Time: 6582.77 ms [2022-02-16 13:50:07 main:574] : INFO : Epoch 1627 | loss: 0.0311859 | val_loss: 0.031194 | Time: 6852.38 ms [2022-02-16 13:50:14 main:574] : INFO : Epoch 1628 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 6881.87 ms [2022-02-16 13:50:21 main:574] : INFO : Epoch 1629 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 6647.83 ms [2022-02-16 13:50:28 main:574] : INFO : Epoch 1630 | loss: 0.0311849 | val_loss: 0.0311956 | Time: 6942.18 ms [2022-02-16 13:50:34 main:574] : INFO : Epoch 1631 | loss: 0.0311857 | val_loss: 0.0311912 | Time: 6742.65 ms [2022-02-16 13:50:41 main:574] : INFO : Epoch 1632 | loss: 0.0311826 | val_loss: 0.0311934 | Time: 6582.9 ms [2022-02-16 13:50:48 main:574] : INFO : Epoch 1633 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 6940.65 ms [2022-02-16 13:50:55 main:574] : INFO : Epoch 1634 | loss: 0.0311845 | val_loss: 0.031195 | Time: 6673.46 ms [2022-02-16 13:51:01 main:574] : INFO : Epoch 1635 | loss: 0.03119 | val_loss: 0.0311927 | Time: 6601.65 ms [2022-02-16 13:51:08 main:574] : INFO : Epoch 1636 | loss: 0.03119 | val_loss: 0.0311948 | Time: 6923.05 ms [2022-02-16 13:51:15 main:574] : INFO : Epoch 1637 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 6632.29 ms [2022-02-16 13:51:22 main:574] : INFO : Epoch 1638 | loss: 0.0311854 | val_loss: 0.0311921 | Time: 6743.59 ms [2022-02-16 13:51:28 main:574] : INFO : Epoch 1639 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 6804.27 ms [2022-02-16 13:51:35 main:574] : INFO : Epoch 1640 | loss: 0.0311852 | val_loss: 0.0311938 | Time: 6651.13 ms [2022-02-16 13:51:42 main:574] : INFO : Epoch 1641 | loss: 0.031192 | val_loss: 0.031195 | Time: 6570.25 ms [2022-02-16 13:51:49 main:574] : INFO : Epoch 1642 | loss: 0.0311934 | val_loss: 0.0311927 | Time: 6999.01 ms [2022-02-16 13:51:55 main:574] : INFO : Epoch 1643 | loss: 0.0311925 | val_loss: 0.0311946 | Time: 6582.7 ms [2022-02-16 13:52:02 main:574] : INFO : Epoch 1644 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 6567.33 ms [2022-02-16 13:52:09 main:574] : INFO : Epoch 1645 | loss: 0.0311923 | val_loss: 0.0311898 | Time: 7215.3 ms [2022-02-16 13:52:16 main:574] : INFO : Epoch 1646 | loss: 0.0311926 | val_loss: 0.0311906 | Time: 6611.22 ms [2022-02-16 13:52:23 main:574] : INFO : Epoch 1647 | loss: 0.0311907 | val_loss: 0.0311926 | Time: 6936.83 ms [2022-02-16 13:52:29 main:574] : INFO : Epoch 1648 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 6689.59 ms [2022-02-16 13:52:36 main:574] : INFO : Epoch 1649 | loss: 0.0311895 | val_loss: 0.0311911 | Time: 6469.85 ms [2022-02-16 13:52:43 main:574] : INFO : Epoch 1650 | loss: 0.0311932 | val_loss: 0.0312013 | Time: 7060.29 ms [2022-02-16 13:52:50 main:574] : INFO : Epoch 1651 | loss: 0.0311926 | val_loss: 0.0311905 | Time: 6680.21 ms [2022-02-16 13:52:56 main:574] : INFO : Epoch 1652 | loss: 0.0311902 | val_loss: 0.0311924 | Time: 6483.3 ms [2022-02-16 13:53:03 main:574] : INFO : Epoch 1653 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 7068.98 ms [2022-02-16 13:53:10 main:574] : INFO : Epoch 1654 | loss: 0.0311927 | val_loss: 0.0311937 | Time: 6863.87 ms [2022-02-16 13:53:17 main:574] : INFO : Epoch 1655 | loss: 0.0311887 | val_loss: 0.03119 | Time: 6365.48 ms [2022-02-16 13:53:23 main:574] : INFO : Epoch 1656 | loss: 0.0311893 | val_loss: 0.0311911 | Time: 6927.28 ms [2022-02-16 13:53:30 main:574] : INFO : Epoch 1657 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 6506.98 ms [2022-02-16 13:53:37 main:574] : INFO : Epoch 1658 | loss: 0.0311895 | val_loss: 0.0311939 | Time: 6881.07 ms [2022-02-16 13:53:44 main:574] : INFO : Epoch 1659 | loss: 0.031189 | val_loss: 0.0311909 | Time: 6794.97 ms [2022-02-16 13:53:50 main:574] : INFO : Epoch 1660 | loss: 0.0311891 | val_loss: 0.0311989 | Time: 6634.91 ms [2022-02-16 13:53:57 main:574] : INFO : Epoch 1661 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 6906.62 ms [2022-02-16 13:54:04 main:574] : INFO : Epoch 1662 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 6847.91 ms [2022-02-16 13:54:11 main:574] : INFO : Epoch 1663 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 6968.54 ms [2022-02-16 13:54:18 main:574] : INFO : Epoch 1664 | loss: 0.0311873 | val_loss: 0.0311889 | Time: 6861.13 ms [2022-02-16 13:54:24 main:574] : INFO : Epoch 1665 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 6498.94 ms [2022-02-16 13:54:31 main:574] : INFO : Epoch 1666 | loss: 0.0311877 | val_loss: 0.0311874 | Time: 6620.02 ms [2022-02-16 13:54:38 main:574] : INFO : Epoch 1667 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 6966.46 ms [2022-02-16 13:54:45 main:574] : INFO : Epoch 1668 | loss: 0.031186 | val_loss: 0.0311873 | Time: 6651.61 ms [2022-02-16 13:54:51 main:574] : INFO : Epoch 1669 | loss: 0.0311857 | val_loss: 0.0311972 | Time: 6471.98 ms [2022-02-16 13:54:58 main:574] : INFO : Epoch 1670 | loss: 0.0311903 | val_loss: 0.0311888 | Time: 6740.61 ms [2022-02-16 13:55:05 main:574] : INFO : Epoch 1671 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 6855.84 ms [2022-02-16 13:55:11 main:574] : INFO : Epoch 1672 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 6533.53 ms [2022-02-16 13:55:18 main:574] : INFO : Epoch 1673 | loss: 0.0311861 | val_loss: 0.0311887 | Time: 6561.26 ms [2022-02-16 13:55:25 main:574] : INFO : Epoch 1674 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 7017.96 ms [2022-02-16 13:55:31 main:574] : INFO : Epoch 1675 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 6495.16 ms [2022-02-16 13:55:38 main:574] : INFO : Epoch 1676 | loss: 0.0311846 | val_loss: 0.0311882 | Time: 6974.66 ms [2022-02-16 13:55:45 main:574] : INFO : Epoch 1677 | loss: 0.0311845 | val_loss: 0.031187 | Time: 6816.45 ms [2022-02-16 13:55:52 main:574] : INFO : Epoch 1678 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 6530.12 ms [2022-02-16 13:55:59 main:574] : INFO : Epoch 1679 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 6740.29 ms [2022-02-16 13:56:05 main:574] : INFO : Epoch 1680 | loss: 0.031184 | val_loss: 0.0311855 | Time: 6850.38 ms [2022-02-16 13:56:12 main:574] : INFO : Epoch 1681 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 6600.5 ms [2022-02-16 13:56:19 main:574] : INFO : Epoch 1682 | loss: 0.0311855 | val_loss: 0.0311875 | Time: 6880.09 ms [2022-02-16 13:56:26 main:574] : INFO : Epoch 1683 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 6560.72 ms [2022-02-16 13:56:32 main:574] : INFO : Epoch 1684 | loss: 0.0311871 | val_loss: 0.0311892 | Time: 6515.59 ms [2022-02-16 13:56:39 main:574] : INFO : Epoch 1685 | loss: 0.0311877 | val_loss: 0.0311901 | Time: 6539.08 ms [2022-02-16 13:56:46 main:574] : INFO : Epoch 1686 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 6903.77 ms [2022-02-16 13:56:52 main:574] : INFO : Epoch 1687 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 6541.91 ms [2022-02-16 13:56:59 main:574] : INFO : Epoch 1688 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 6640.26 ms [2022-02-16 13:57:06 main:574] : INFO : Epoch 1689 | loss: 0.031183 | val_loss: 0.0311855 | Time: 7006.25 ms [2022-02-16 13:57:12 main:574] : INFO : Epoch 1690 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 6531.85 ms [2022-02-16 13:57:19 main:574] : INFO : Epoch 1691 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 6843.77 ms [2022-02-16 13:57:26 main:574] : INFO : Epoch 1692 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 6807.91 ms [2022-02-16 13:57:33 main:574] : INFO : Epoch 1693 | loss: 0.031183 | val_loss: 0.0311858 | Time: 6697.15 ms [2022-02-16 13:57:39 main:574] : INFO : Epoch 1694 | loss: 0.0311834 | val_loss: 0.0311862 | Time: 6714.43 ms [2022-02-16 13:57:46 main:574] : INFO : Epoch 1695 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 6864.28 ms [2022-02-16 13:57:53 main:574] : INFO : Epoch 1696 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 6511.46 ms [2022-02-16 13:58:00 main:574] : INFO : Epoch 1697 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 6863.41 ms [2022-02-16 13:58:06 main:574] : INFO : Epoch 1698 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 6805.23 ms [2022-02-16 13:58:13 main:574] : INFO : Epoch 1699 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 6595.54 ms [2022-02-16 13:58:20 main:574] : INFO : Epoch 1700 | loss: 0.0311842 | val_loss: 0.0311922 | Time: 6694.19 ms [2022-02-16 13:58:26 main:574] : INFO : Epoch 1701 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 6676.58 ms [2022-02-16 13:58:33 main:574] : INFO : Epoch 1702 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 6552.91 ms [2022-02-16 13:58:40 main:574] : INFO : Epoch 1703 | loss: 0.0311822 | val_loss: 0.0311902 | Time: 7049.47 ms [2022-02-16 13:58:47 main:574] : INFO : Epoch 1704 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 6742.62 ms [2022-02-16 13:58:54 main:574] : INFO : Epoch 1705 | loss: 0.0311826 | val_loss: 0.0311875 | Time: 6644.27 ms [2022-02-16 13:59:00 main:574] : INFO : Epoch 1706 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 6833.64 ms [2022-02-16 13:59:07 main:574] : INFO : Epoch 1707 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 6652.41 ms [2022-02-16 13:59:14 main:574] : INFO : Epoch 1708 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 6554.83 ms [2022-02-16 13:59:20 main:574] : INFO : Epoch 1709 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 6744.55 ms [2022-02-16 13:59:27 main:574] : INFO : Epoch 1710 | loss: 0.0311816 | val_loss: 0.031185 | Time: 6827.56 ms [2022-02-16 13:59:34 main:574] : INFO : Epoch 1711 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 6911.95 ms [2022-02-16 13:59:41 main:574] : INFO : Epoch 1712 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 7034.29 ms [2022-02-16 13:59:48 main:574] : INFO : Epoch 1713 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 6690.62 ms [2022-02-16 13:59:55 main:574] : INFO : Epoch 1714 | loss: 0.0311813 | val_loss: 0.0311864 | Time: 7045.39 ms [2022-02-16 14:00:02 main:574] : INFO : Epoch 1715 | loss: 0.031183 | val_loss: 0.0311871 | Time: 6665.58 ms [2022-02-16 14:00:08 main:574] : INFO : Epoch 1716 | loss: 0.0311819 | val_loss: 0.0311864 | Time: 6586.18 ms [2022-02-16 14:00:15 main:574] : INFO : Epoch 1717 | loss: 0.0311828 | val_loss: 0.0311836 | Time: 7005.47 ms [2022-02-16 14:00:22 main:574] : INFO : Epoch 1718 | loss: 0.0311813 | val_loss: 0.0311879 | Time: 6978.11 ms [2022-02-16 14:00:29 main:574] : INFO : Epoch 1719 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 6867.69 ms [2022-02-16 14:00:36 main:574] : INFO : Epoch 1720 | loss: 0.031182 | val_loss: 0.0311846 | Time: 6808.35 ms [2022-02-16 14:00:42 main:574] : INFO : Epoch 1721 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 6493.16 ms [2022-02-16 14:00:49 main:574] : INFO : Epoch 1722 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 6808.67 ms [2022-02-16 14:00:56 main:574] : INFO : Epoch 1723 | loss: 0.0311824 | val_loss: 0.0311834 | Time: 6681.32 ms [2022-02-16 14:01:03 main:574] : INFO : Epoch 1724 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 6617.79 ms [2022-02-16 14:01:09 main:574] : INFO : Epoch 1725 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 6844.99 ms [2022-02-16 14:01:16 main:574] : INFO : Epoch 1726 | loss: 0.0311848 | val_loss: 0.0311874 | Time: 6929.29 ms [2022-02-16 14:01:23 main:574] : INFO : Epoch 1727 | loss: 0.031182 | val_loss: 0.0311844 | Time: 6904.93 ms [2022-02-16 14:01:30 main:574] : INFO : Epoch 1728 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 6721.45 ms [2022-02-16 14:01:36 main:574] : INFO : Epoch 1729 | loss: 0.0311848 | val_loss: 0.0312028 | Time: 6417.08 ms [2022-02-16 14:01:43 main:574] : INFO : Epoch 1730 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 6663.81 ms [2022-02-16 14:01:50 main:574] : INFO : Epoch 1731 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 6874.32 ms [2022-02-16 14:01:57 main:574] : INFO : Epoch 1732 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 6583.94 ms [2022-02-16 14:02:03 main:574] : INFO : Epoch 1733 | loss: 0.0311803 | val_loss: 0.0311849 | Time: 6663.19 ms [2022-02-16 14:02:11 main:574] : INFO : Epoch 1734 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 7316.99 ms [2022-02-16 14:02:17 main:574] : INFO : Epoch 1735 | loss: 0.0311804 | val_loss: 0.0311863 | Time: 6731.93 ms [2022-02-16 14:02:24 main:574] : INFO : Epoch 1736 | loss: 0.0311811 | val_loss: 0.0311859 | Time: 6632.54 ms [2022-02-16 14:02:31 main:574] : INFO : Epoch 1737 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 6550.05 ms [2022-02-16 14:02:37 main:574] : INFO : Epoch 1738 | loss: 0.0311806 | val_loss: 0.0311888 | Time: 6679.2 ms [2022-02-16 14:02:44 main:574] : INFO : Epoch 1739 | loss: 0.0311812 | val_loss: 0.031186 | Time: 7007.92 ms [2022-02-16 14:02:51 main:574] : INFO : Epoch 1740 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 6706.13 ms [2022-02-16 14:02:57 main:574] : INFO : Epoch 1741 | loss: 0.0311868 | val_loss: 0.0312036 | Time: 6443.41 ms [2022-02-16 14:03:04 main:574] : INFO : Epoch 1742 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 6856.31 ms [2022-02-16 14:03:11 main:574] : INFO : Epoch 1743 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 6817.2 ms [2022-02-16 14:03:18 main:574] : INFO : Epoch 1744 | loss: 0.0311803 | val_loss: 0.0311861 | Time: 6525.78 ms [2022-02-16 14:03:25 main:574] : INFO : Epoch 1745 | loss: 0.0311804 | val_loss: 0.03119 | Time: 6871.61 ms [2022-02-16 14:03:31 main:574] : INFO : Epoch 1746 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 6694.84 ms [2022-02-16 14:03:38 main:574] : INFO : Epoch 1747 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 6573.21 ms [2022-02-16 14:03:45 main:574] : INFO : Epoch 1748 | loss: 0.0311812 | val_loss: 0.0311881 | Time: 6795.63 ms [2022-02-16 14:03:51 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 6844.91 ms [2022-02-16 14:03:58 main:574] : INFO : Epoch 1750 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 6459.16 ms [2022-02-16 14:04:05 main:574] : INFO : Epoch 1751 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 7184.05 ms [2022-02-16 14:04:12 main:574] : INFO : Epoch 1752 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 6558.1 ms [2022-02-16 14:04:19 main:574] : INFO : Epoch 1753 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 6813.27 ms [2022-02-16 14:04:25 main:574] : INFO : Epoch 1754 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 6871.52 ms [2022-02-16 14:04:32 main:574] : INFO : Epoch 1755 | loss: 0.031184 | val_loss: 0.0311886 | Time: 6415.76 ms [2022-02-16 14:04:38 main:574] : INFO : Epoch 1756 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 6496.12 ms [2022-02-16 14:04:45 main:574] : INFO : Epoch 1757 | loss: 0.0312617 | val_loss: 0.031448 | Time: 6874.17 ms [2022-02-16 14:04:52 main:574] : INFO : Epoch 1758 | loss: 0.0344028 | val_loss: 0.0855956 | Time: 6614.22 ms [2022-02-16 14:04:58 main:574] : INFO : Epoch 1759 | loss: 0.040037 | val_loss: 0.0357994 | Time: 6568.32 ms [2022-02-16 14:05:05 main:574] : INFO : Epoch 1760 | loss: 0.0327716 | val_loss: 0.0315843 | Time: 6934.56 ms [2022-02-16 14:05:12 main:574] : INFO : Epoch 1761 | loss: 0.0313643 | val_loss: 0.0312754 | Time: 6770.31 ms [2022-02-16 14:05:19 main:574] : INFO : Epoch 1762 | loss: 0.0312505 | val_loss: 0.031231 | Time: 6592.41 ms [2022-02-16 14:05:26 main:574] : INFO : Epoch 1763 | loss: 0.0312232 | val_loss: 0.0312172 | Time: 6923.86 ms [2022-02-16 14:05:32 main:574] : INFO : Epoch 1764 | loss: 0.0312107 | val_loss: 0.0312127 | Time: 6702.57 ms [2022-02-16 14:05:39 main:574] : INFO : Epoch 1765 | loss: 0.0312044 | val_loss: 0.0312068 | Time: 6775.22 ms [2022-02-16 14:05:46 main:574] : INFO : Epoch 1766 | loss: 0.0312014 | val_loss: 0.0312058 | Time: 6737.73 ms [2022-02-16 14:05:53 main:574] : INFO : Epoch 1767 | loss: 0.0311992 | val_loss: 0.0312044 | Time: 6624.94 ms [2022-02-16 14:05:59 main:574] : INFO : Epoch 1768 | loss: 0.031199 | val_loss: 0.0312038 | Time: 6702.68 ms [2022-02-16 14:06:06 main:574] : INFO : Epoch 1769 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 6782.72 ms [2022-02-16 14:06:13 main:574] : INFO : Epoch 1770 | loss: 0.0311992 | val_loss: 0.0312012 | Time: 6630 ms [2022-02-16 14:06:19 main:574] : INFO : Epoch 1771 | loss: 0.0311961 | val_loss: 0.0312026 | Time: 6494.06 ms [2022-02-16 14:06:26 main:574] : INFO : Epoch 1772 | loss: 0.0311961 | val_loss: 0.0312006 | Time: 6782.22 ms [2022-02-16 14:06:33 main:574] : INFO : Epoch 1773 | loss: 0.0311947 | val_loss: 0.0311975 | Time: 6809.98 ms [2022-02-16 14:06:39 main:574] : INFO : Epoch 1774 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 6572.9 ms [2022-02-16 14:06:47 main:574] : INFO : Epoch 1775 | loss: 0.0311927 | val_loss: 0.0311961 | Time: 7146.19 ms [2022-02-16 14:06:53 main:574] : INFO : Epoch 1776 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 6605.72 ms [2022-02-16 14:07:00 main:574] : INFO : Epoch 1777 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 6765.15 ms [2022-02-16 14:07:07 main:574] : INFO : Epoch 1778 | loss: 0.0311887 | val_loss: 0.031194 | Time: 6739.54 ms [2022-02-16 14:07:13 main:574] : INFO : Epoch 1779 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 6670.26 ms [2022-02-16 14:07:20 main:574] : INFO : Epoch 1780 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 6673.8 ms [2022-02-16 14:07:27 main:574] : INFO : Epoch 1781 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 6805.34 ms [2022-02-16 14:07:34 main:574] : INFO : Epoch 1782 | loss: 0.0311881 | val_loss: 0.0311921 | Time: 6683.75 ms [2022-02-16 14:07:40 main:574] : INFO : Epoch 1783 | loss: 0.0311869 | val_loss: 0.031192 | Time: 6703.28 ms [2022-02-16 14:07:47 main:574] : INFO : Epoch 1784 | loss: 0.0311874 | val_loss: 0.031192 | Time: 6850.61 ms [2022-02-16 14:07:54 main:574] : INFO : Epoch 1785 | loss: 0.0311874 | val_loss: 0.0311907 | Time: 6560.58 ms [2022-02-16 14:08:01 main:574] : INFO : Epoch 1786 | loss: 0.031187 | val_loss: 0.0311908 | Time: 6718.08 ms [2022-02-16 14:08:07 main:574] : INFO : Epoch 1787 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 6575.68 ms [2022-02-16 14:08:14 main:574] : INFO : Epoch 1788 | loss: 0.0311863 | val_loss: 0.0311941 | Time: 6615.54 ms [2022-02-16 14:08:20 main:574] : INFO : Epoch 1789 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 6491.98 ms [2022-02-16 14:08:27 main:574] : INFO : Epoch 1790 | loss: 0.0311886 | val_loss: 0.0311901 | Time: 7039.36 ms [2022-02-16 14:08:34 main:574] : INFO : Epoch 1791 | loss: 0.0311878 | val_loss: 0.0311901 | Time: 6819.81 ms [2022-02-16 14:08:41 main:574] : INFO : Epoch 1792 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 6766.08 ms [2022-02-16 14:08:48 main:574] : INFO : Epoch 1793 | loss: 0.0311872 | val_loss: 0.0311905 | Time: 6708.63 ms [2022-02-16 14:08:54 main:574] : INFO : Epoch 1794 | loss: 0.0311868 | val_loss: 0.0311914 | Time: 6658.82 ms [2022-02-16 14:09:01 main:574] : INFO : Epoch 1795 | loss: 0.0311869 | val_loss: 0.0311903 | Time: 6565.59 ms [2022-02-16 14:09:08 main:574] : INFO : Epoch 1796 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 7034.88 ms [2022-02-16 14:09:14 main:574] : INFO : Epoch 1797 | loss: 0.031187 | val_loss: 0.0311918 | Time: 6529.38 ms [2022-02-16 14:09:21 main:574] : INFO : Epoch 1798 | loss: 0.0311876 | val_loss: 0.031192 | Time: 6502.26 ms [2022-02-16 14:09:28 main:574] : INFO : Epoch 1799 | loss: 0.0311876 | val_loss: 0.031192 | Time: 6827.35 ms [2022-02-16 14:09:35 main:574] : INFO : Epoch 1800 | loss: 0.0311865 | val_loss: 0.0311924 | Time: 6704.29 ms [2022-02-16 14:09:41 main:574] : INFO : Epoch 1801 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 6565.33 ms [2022-02-16 14:09:48 main:574] : INFO : Epoch 1802 | loss: 0.0311897 | val_loss: 0.0311934 | Time: 7021.14 ms [2022-02-16 14:09:55 main:574] : INFO : Epoch 1803 | loss: 0.0311939 | val_loss: 0.0311965 | Time: 6430.09 ms [2022-02-16 14:10:01 main:574] : INFO : Epoch 1804 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 6763.54 ms [2022-02-16 14:10:08 main:574] : INFO : Epoch 1805 | loss: 0.0311928 | val_loss: 0.0311962 | Time: 6895.74 ms [2022-02-16 14:10:15 main:574] : INFO : Epoch 1806 | loss: 0.0311906 | val_loss: 0.0311941 | Time: 6623.56 ms [2022-02-16 14:10:22 main:574] : INFO : Epoch 1807 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 6726.25 ms [2022-02-16 14:10:28 main:574] : INFO : Epoch 1808 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 6750.28 ms [2022-02-16 14:10:35 main:574] : INFO : Epoch 1809 | loss: 0.0311898 | val_loss: 0.031194 | Time: 6492.4 ms [2022-02-16 14:10:42 main:574] : INFO : Epoch 1810 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 6527.02 ms [2022-02-16 14:10:48 main:574] : INFO : Epoch 1811 | loss: 0.0311908 | val_loss: 0.031195 | Time: 6646.97 ms [2022-02-16 14:10:55 main:574] : INFO : Epoch 1812 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 6743.2 ms [2022-02-16 14:11:02 main:574] : INFO : Epoch 1813 | loss: 0.0311903 | val_loss: 0.031194 | Time: 6620.14 ms [2022-02-16 14:11:08 main:574] : INFO : Epoch 1814 | loss: 0.0311901 | val_loss: 0.0311949 | Time: 6837.75 ms [2022-02-16 14:11:15 main:574] : INFO : Epoch 1815 | loss: 0.0311893 | val_loss: 0.0311936 | Time: 6867.52 ms [2022-02-16 14:11:22 main:574] : INFO : Epoch 1816 | loss: 0.0311896 | val_loss: 0.0311948 | Time: 6871.79 ms [2022-02-16 14:11:29 main:574] : INFO : Epoch 1817 | loss: 0.0311897 | val_loss: 0.0311941 | Time: 6961.14 ms [2022-02-16 14:11:36 main:574] : INFO : Epoch 1818 | loss: 0.0311893 | val_loss: 0.0311946 | Time: 6625.85 ms [2022-02-16 14:11:42 main:574] : INFO : Epoch 1819 | loss: 0.0311914 | val_loss: 0.031194 | Time: 6666.1 ms [2022-02-16 14:11:50 main:574] : INFO : Epoch 1820 | loss: 0.03119 | val_loss: 0.0311948 | Time: 7037.41 ms [2022-02-16 14:11:56 main:574] : INFO : Epoch 1821 | loss: 0.0311886 | val_loss: 0.0311958 | Time: 6382.81 ms [2022-02-16 14:12:03 main:574] : INFO : Epoch 1822 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 6836.82 ms [2022-02-16 14:12:10 main:574] : INFO : Epoch 1823 | loss: 0.0311896 | val_loss: 0.031193 | Time: 6943.49 ms [2022-02-16 14:12:16 main:574] : INFO : Epoch 1824 | loss: 0.0311884 | val_loss: 0.0311927 | Time: 6691.27 ms [2022-02-16 14:12:23 main:574] : INFO : Epoch 1825 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 6798.76 ms [2022-02-16 14:12:30 main:574] : INFO : Epoch 1826 | loss: 0.0311889 | val_loss: 0.031192 | Time: 6557.18 ms [2022-02-16 14:12:36 main:574] : INFO : Epoch 1827 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 6620.12 ms [2022-02-16 14:12:43 main:574] : INFO : Epoch 1828 | loss: 0.0311881 | val_loss: 0.0311966 | Time: 6881.38 ms [2022-02-16 14:12:50 main:574] : INFO : Epoch 1829 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 6828.79 ms [2022-02-16 14:12:57 main:574] : INFO : Epoch 1830 | loss: 0.0311879 | val_loss: 0.0311914 | Time: 6596.61 ms [2022-02-16 14:13:04 main:574] : INFO : Epoch 1831 | loss: 0.0311884 | val_loss: 0.0311957 | Time: 6883.03 ms [2022-02-16 14:13:10 main:574] : INFO : Epoch 1832 | loss: 0.0311895 | val_loss: 0.0311915 | Time: 6762.4 ms [2022-02-16 14:13:17 main:574] : INFO : Epoch 1833 | loss: 0.0311875 | val_loss: 0.0311919 | Time: 6557.31 ms [2022-02-16 14:13:24 main:574] : INFO : Epoch 1834 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 6855.88 ms [2022-02-16 14:13:31 main:574] : INFO : Epoch 1835 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 6708.28 ms [2022-02-16 14:13:37 main:574] : INFO : Epoch 1836 | loss: 0.0311871 | val_loss: 0.0311933 | Time: 6508.89 ms [2022-02-16 14:13:44 main:574] : INFO : Epoch 1837 | loss: 0.0311885 | val_loss: 0.0311941 | Time: 7162.95 ms [2022-02-16 14:13:51 main:574] : INFO : Epoch 1838 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 6602.64 ms [2022-02-16 14:13:58 main:574] : INFO : Epoch 1839 | loss: 0.0311865 | val_loss: 0.0311905 | Time: 6701.05 ms [2022-02-16 14:14:05 main:574] : INFO : Epoch 1840 | loss: 0.031186 | val_loss: 0.0311907 | Time: 6932.2 ms [2022-02-16 14:14:11 main:574] : INFO : Epoch 1841 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 6461.25 ms [2022-02-16 14:14:18 main:574] : INFO : Epoch 1842 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 6688.9 ms [2022-02-16 14:14:25 main:574] : INFO : Epoch 1843 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 7025.49 ms [2022-02-16 14:14:31 main:574] : INFO : Epoch 1844 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 6485.18 ms [2022-02-16 14:14:38 main:574] : INFO : Epoch 1845 | loss: 0.0311856 | val_loss: 0.0311916 | Time: 6857.29 ms [2022-02-16 14:14:45 main:574] : INFO : Epoch 1846 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 6940.93 ms [2022-02-16 14:14:52 main:574] : INFO : Epoch 1847 | loss: 0.031187 | val_loss: 0.0311912 | Time: 6418.59 ms [2022-02-16 14:14:58 main:574] : INFO : Epoch 1848 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 6779.98 ms [2022-02-16 14:15:05 main:574] : INFO : Epoch 1849 | loss: 0.0311867 | val_loss: 0.0311917 | Time: 6902.77 ms [2022-02-16 14:15:12 main:574] : INFO : Epoch 1850 | loss: 0.031186 | val_loss: 0.0311919 | Time: 6409.54 ms [2022-02-16 14:15:19 main:574] : INFO : Epoch 1851 | loss: 0.0311854 | val_loss: 0.0311911 | Time: 6887.52 ms [2022-02-16 14:15:25 main:574] : INFO : Epoch 1852 | loss: 0.0311881 | val_loss: 0.0311939 | Time: 6861.51 ms [2022-02-16 14:15:32 main:574] : INFO : Epoch 1853 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 6701.39 ms [2022-02-16 14:15:39 main:574] : INFO : Epoch 1854 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 7116.5 ms [2022-02-16 14:15:46 main:574] : INFO : Epoch 1855 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 6577.6 ms [2022-02-16 14:15:53 main:574] : INFO : Epoch 1856 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 6652.07 ms [2022-02-16 14:15:59 main:574] : INFO : Epoch 1857 | loss: 0.0311849 | val_loss: 0.0311907 | Time: 6882.93 ms [2022-02-16 14:16:06 main:574] : INFO : Epoch 1858 | loss: 0.0311852 | val_loss: 0.031191 | Time: 6595.59 ms [2022-02-16 14:16:13 main:574] : INFO : Epoch 1859 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 7033.65 ms [2022-02-16 14:16:20 main:574] : INFO : Epoch 1860 | loss: 0.0311856 | val_loss: 0.0311917 | Time: 6911.12 ms [2022-02-16 14:16:27 main:574] : INFO : Epoch 1861 | loss: 0.031185 | val_loss: 0.0311918 | Time: 6968.9 ms [2022-02-16 14:16:34 main:574] : INFO : Epoch 1862 | loss: 0.0311863 | val_loss: 0.0311912 | Time: 6855.78 ms [2022-02-16 14:16:40 main:574] : INFO : Epoch 1863 | loss: 0.0311852 | val_loss: 0.0311923 | Time: 6436.32 ms [2022-02-16 14:16:47 main:574] : INFO : Epoch 1864 | loss: 0.031186 | val_loss: 0.0311902 | Time: 6724.11 ms [2022-02-16 14:16:54 main:574] : INFO : Epoch 1865 | loss: 0.031186 | val_loss: 0.0311931 | Time: 6823.62 ms [2022-02-16 14:17:00 main:574] : INFO : Epoch 1866 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 6556.85 ms [2022-02-16 14:17:08 main:574] : INFO : Epoch 1867 | loss: 0.0311856 | val_loss: 0.0311909 | Time: 7156.52 ms [2022-02-16 14:17:14 main:574] : INFO : Epoch 1868 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 6812.97 ms [2022-02-16 14:17:21 main:574] : INFO : Epoch 1869 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 6563.86 ms [2022-02-16 14:17:28 main:574] : INFO : Epoch 1870 | loss: 0.0311859 | val_loss: 0.031191 | Time: 6754.69 ms [2022-02-16 14:17:35 main:574] : INFO : Epoch 1871 | loss: 0.0311852 | val_loss: 0.0311931 | Time: 6660.09 ms [2022-02-16 14:17:41 main:574] : INFO : Epoch 1872 | loss: 0.0311901 | val_loss: 0.0311923 | Time: 6492.63 ms [2022-02-16 14:17:48 main:574] : INFO : Epoch 1873 | loss: 0.0311879 | val_loss: 0.0311914 | Time: 6758.6 ms [2022-02-16 14:17:55 main:574] : INFO : Epoch 1874 | loss: 0.0311851 | val_loss: 0.0311901 | Time: 6948.45 ms [2022-02-16 14:18:01 main:574] : INFO : Epoch 1875 | loss: 0.031187 | val_loss: 0.0311909 | Time: 6613.54 ms [2022-02-16 14:18:09 main:574] : INFO : Epoch 1876 | loss: 0.0311856 | val_loss: 0.0311932 | Time: 7479.25 ms [2022-02-16 14:18:15 main:574] : INFO : Epoch 1877 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 6468.7 ms [2022-02-16 14:18:22 main:574] : INFO : Epoch 1878 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 6916.47 ms [2022-02-16 14:18:29 main:574] : INFO : Epoch 1879 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 6697.56 ms [2022-02-16 14:18:36 main:574] : INFO : Epoch 1880 | loss: 0.0311852 | val_loss: 0.0311904 | Time: 6616.95 ms [2022-02-16 14:18:43 main:574] : INFO : Epoch 1881 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 6899.69 ms [2022-02-16 14:18:49 main:574] : INFO : Epoch 1882 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 6694.17 ms [2022-02-16 14:18:56 main:574] : INFO : Epoch 1883 | loss: 0.0311871 | val_loss: 0.03119 | Time: 6484.82 ms [2022-02-16 14:19:03 main:574] : INFO : Epoch 1884 | loss: 0.0311841 | val_loss: 0.0311929 | Time: 7208.82 ms [2022-02-16 14:19:10 main:574] : INFO : Epoch 1885 | loss: 0.0311866 | val_loss: 0.0311931 | Time: 6881.75 ms [2022-02-16 14:19:17 main:574] : INFO : Epoch 1886 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 7188.57 ms [2022-02-16 14:19:24 main:574] : INFO : Epoch 1887 | loss: 0.031185 | val_loss: 0.0311919 | Time: 6528.72 ms [2022-02-16 14:19:30 main:574] : INFO : Epoch 1888 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 6610.6 ms [2022-02-16 14:19:37 main:574] : INFO : Epoch 1889 | loss: 0.0311848 | val_loss: 0.0311906 | Time: 6927.67 ms [2022-02-16 14:19:44 main:574] : INFO : Epoch 1890 | loss: 0.0311854 | val_loss: 0.0311909 | Time: 6609.75 ms [2022-02-16 14:19:50 main:574] : INFO : Epoch 1891 | loss: 0.0311869 | val_loss: 0.0311915 | Time: 6661.58 ms [2022-02-16 14:19:57 main:574] : INFO : Epoch 1892 | loss: 0.0311859 | val_loss: 0.0311903 | Time: 6962.48 ms [2022-02-16 14:20:04 main:574] : INFO : Epoch 1893 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 6913.53 ms [2022-02-16 14:20:11 main:574] : INFO : Epoch 1894 | loss: 0.0311849 | val_loss: 0.0311932 | Time: 6909.59 ms [2022-02-16 14:20:18 main:574] : INFO : Epoch 1895 | loss: 0.0311847 | val_loss: 0.0311915 | Time: 6568.09 ms [2022-02-16 14:20:24 main:574] : INFO : Epoch 1896 | loss: 0.0311844 | val_loss: 0.0311918 | Time: 6494.82 ms [2022-02-16 14:20:31 main:574] : INFO : Epoch 1897 | loss: 0.0311849 | val_loss: 0.0311909 | Time: 6900.03 ms [2022-02-16 14:20:38 main:574] : INFO : Epoch 1898 | loss: 0.0311852 | val_loss: 0.031191 | Time: 6770.5 ms [2022-02-16 14:20:45 main:574] : INFO : Epoch 1899 | loss: 0.0311845 | val_loss: 0.0311915 | Time: 6601.9 ms [2022-02-16 14:20:52 main:574] : INFO : Epoch 1900 | loss: 0.031187 | val_loss: 0.0311933 | Time: 6898.39 ms [2022-02-16 14:20:58 main:574] : INFO : Epoch 1901 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 6619.26 ms [2022-02-16 14:21:05 main:574] : INFO : Epoch 1902 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 7213.35 ms [2022-02-16 14:21:12 main:574] : INFO : Epoch 1903 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 6783.41 ms [2022-02-16 14:21:19 main:574] : INFO : Epoch 1904 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 6550.91 ms [2022-02-16 14:21:25 main:574] : INFO : Epoch 1905 | loss: 0.0311859 | val_loss: 0.0311919 | Time: 6413.94 ms [2022-02-16 14:21:32 main:574] : INFO : Epoch 1906 | loss: 0.031184 | val_loss: 0.0311919 | Time: 7098.67 ms [2022-02-16 14:21:39 main:574] : INFO : Epoch 1907 | loss: 0.0311836 | val_loss: 0.0311906 | Time: 6621.09 ms [2022-02-16 14:21:46 main:574] : INFO : Epoch 1908 | loss: 0.0311837 | val_loss: 0.0311891 | Time: 6697.9 ms [2022-02-16 14:21:53 main:574] : INFO : Epoch 1909 | loss: 0.0311825 | val_loss: 0.031189 | Time: 6981.26 ms [2022-02-16 14:21:59 main:574] : INFO : Epoch 1910 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 6585.83 ms [2022-02-16 14:22:06 main:574] : INFO : Epoch 1911 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 7191.79 ms [2022-02-16 14:22:13 main:574] : INFO : Epoch 1912 | loss: 0.0311857 | val_loss: 0.0311941 | Time: 7005.59 ms [2022-02-16 14:22:20 main:574] : INFO : Epoch 1913 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 6892.53 ms [2022-02-16 14:22:27 main:574] : INFO : Epoch 1914 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 6552.52 ms [2022-02-16 14:22:34 main:574] : INFO : Epoch 1915 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 6783.41 ms [2022-02-16 14:22:41 main:574] : INFO : Epoch 1916 | loss: 0.031184 | val_loss: 0.0311896 | Time: 7112.99 ms [2022-02-16 14:22:47 main:574] : INFO : Epoch 1917 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 6443.29 ms [2022-02-16 14:22:54 main:574] : INFO : Epoch 1918 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 6567.28 ms [2022-02-16 14:23:01 main:574] : INFO : Epoch 1919 | loss: 0.031184 | val_loss: 0.0311918 | Time: 7113.8 ms [2022-02-16 14:23:08 main:574] : INFO : Epoch 1920 | loss: 0.0311844 | val_loss: 0.0311914 | Time: 6751.19 ms [2022-02-16 14:23:15 main:574] : INFO : Epoch 1921 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 7148.67 ms [2022-02-16 14:23:22 main:574] : INFO : Epoch 1922 | loss: 0.0311835 | val_loss: 0.0311886 | Time: 6638.56 ms [2022-02-16 14:23:28 main:574] : INFO : Epoch 1923 | loss: 0.0311833 | val_loss: 0.031191 | Time: 6559.66 ms [2022-02-16 14:23:35 main:574] : INFO : Epoch 1924 | loss: 0.0311841 | val_loss: 0.0311883 | Time: 6998.55 ms [2022-02-16 14:23:42 main:574] : INFO : Epoch 1925 | loss: 0.031184 | val_loss: 0.0311904 | Time: 6612.91 ms [2022-02-16 14:23:48 main:574] : INFO : Epoch 1926 | loss: 0.031186 | val_loss: 0.0311942 | Time: 6565.54 ms [2022-02-16 14:23:55 main:574] : INFO : Epoch 1927 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 7024.05 ms [2022-02-16 14:24:02 main:574] : INFO : Epoch 1928 | loss: 0.0311838 | val_loss: 0.0311916 | Time: 6745.71 ms [2022-02-16 14:24:09 main:574] : INFO : Epoch 1929 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 7125.02 ms [2022-02-16 14:24:16 main:574] : INFO : Epoch 1930 | loss: 0.0311858 | val_loss: 0.03119 | Time: 6742.04 ms [2022-02-16 14:24:23 main:574] : INFO : Epoch 1931 | loss: 0.031186 | val_loss: 0.0311913 | Time: 6494.24 ms [2022-02-16 14:24:30 main:574] : INFO : Epoch 1932 | loss: 0.0311901 | val_loss: 0.0311959 | Time: 6895.3 ms [2022-02-16 14:24:36 main:574] : INFO : Epoch 1933 | loss: 0.0311923 | val_loss: 0.031197 | Time: 6784.47 ms [2022-02-16 14:24:43 main:574] : INFO : Epoch 1934 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 6731.8 ms [2022-02-16 14:24:50 main:574] : INFO : Epoch 1935 | loss: 0.0311911 | val_loss: 0.0311966 | Time: 6889.4 ms [2022-02-16 14:24:56 main:574] : INFO : Epoch 1936 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 6524.77 ms [2022-02-16 14:25:03 main:574] : INFO : Epoch 1937 | loss: 0.0311899 | val_loss: 0.0311958 | Time: 6671.81 ms [2022-02-16 14:25:10 main:574] : INFO : Epoch 1938 | loss: 0.0311945 | val_loss: 0.0311964 | Time: 6897.39 ms [2022-02-16 14:25:17 main:574] : INFO : Epoch 1939 | loss: 0.0311975 | val_loss: 0.0311948 | Time: 6655.96 ms [2022-02-16 14:25:23 main:574] : INFO : Epoch 1940 | loss: 0.0311972 | val_loss: 0.0311975 | Time: 6728.87 ms [2022-02-16 14:25:30 main:574] : INFO : Epoch 1941 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 6676.38 ms [2022-02-16 14:25:37 main:574] : INFO : Epoch 1942 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 6517.39 ms [2022-02-16 14:25:43 main:574] : INFO : Epoch 1943 | loss: 0.0311927 | val_loss: 0.0311934 | Time: 6694.16 ms [2022-02-16 14:25:50 main:574] : INFO : Epoch 1944 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 6868.83 ms [2022-02-16 14:25:57 main:574] : INFO : Epoch 1945 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 6745.64 ms [2022-02-16 14:26:04 main:574] : INFO : Epoch 1946 | loss: 0.0311912 | val_loss: 0.0311932 | Time: 6648.45 ms [2022-02-16 14:26:11 main:574] : INFO : Epoch 1947 | loss: 0.0311908 | val_loss: 0.031194 | Time: 7144.29 ms [2022-02-16 14:26:17 main:574] : INFO : Epoch 1948 | loss: 0.0311908 | val_loss: 0.0311942 | Time: 6569.67 ms [2022-02-16 14:26:24 main:574] : INFO : Epoch 1949 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 6631.35 ms [2022-02-16 14:26:31 main:574] : INFO : Epoch 1950 | loss: 0.0311918 | val_loss: 0.0311899 | Time: 6708.64 ms [2022-02-16 14:26:37 main:574] : INFO : Epoch 1951 | loss: 0.0311921 | val_loss: 0.0311906 | Time: 6608.61 ms [2022-02-16 14:26:44 main:574] : INFO : Epoch 1952 | loss: 0.0311917 | val_loss: 0.0311992 | Time: 6669.63 ms [2022-02-16 14:26:51 main:574] : INFO : Epoch 1953 | loss: 0.0311927 | val_loss: 0.0311963 | Time: 6793.37 ms [2022-02-16 14:26:58 main:574] : INFO : Epoch 1954 | loss: 0.0311934 | val_loss: 0.031193 | Time: 6658.87 ms [2022-02-16 14:27:04 main:574] : INFO : Epoch 1955 | loss: 0.0311906 | val_loss: 0.0311945 | Time: 6613.56 ms [2022-02-16 14:27:11 main:574] : INFO : Epoch 1956 | loss: 0.0311933 | val_loss: 0.0311943 | Time: 7076.07 ms [2022-02-16 14:27:18 main:574] : INFO : Epoch 1957 | loss: 0.0311918 | val_loss: 0.0311898 | Time: 6474.14 ms [2022-02-16 14:27:25 main:574] : INFO : Epoch 1958 | loss: 0.0311893 | val_loss: 0.0311908 | Time: 6644.93 ms [2022-02-16 14:27:31 main:574] : INFO : Epoch 1959 | loss: 0.0311895 | val_loss: 0.0311883 | Time: 6928.09 ms [2022-02-16 14:27:38 main:574] : INFO : Epoch 1960 | loss: 0.0311894 | val_loss: 0.031188 | Time: 6420.24 ms [2022-02-16 14:27:44 main:574] : INFO : Epoch 1961 | loss: 0.0311881 | val_loss: 0.0311875 | Time: 6580.95 ms [2022-02-16 14:27:52 main:574] : INFO : Epoch 1962 | loss: 0.0311927 | val_loss: 0.0312006 | Time: 7049.02 ms [2022-02-16 14:27:58 main:574] : INFO : Epoch 1963 | loss: 0.0311942 | val_loss: 0.0312009 | Time: 6629.56 ms [2022-02-16 14:28:05 main:574] : INFO : Epoch 1964 | loss: 0.0311935 | val_loss: 0.0311888 | Time: 6597.59 ms [2022-02-16 14:28:12 main:574] : INFO : Epoch 1965 | loss: 0.03119 | val_loss: 0.0311869 | Time: 7019.1 ms [2022-02-16 14:28:18 main:574] : INFO : Epoch 1966 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 6509.07 ms [2022-02-16 14:28:25 main:574] : INFO : Epoch 1967 | loss: 0.0311888 | val_loss: 0.0311887 | Time: 6598.2 ms [2022-02-16 14:28:32 main:574] : INFO : Epoch 1968 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 6676.77 ms [2022-02-16 14:28:38 main:574] : INFO : Epoch 1969 | loss: 0.0311876 | val_loss: 0.0311866 | Time: 6818.7 ms [2022-02-16 14:28:45 main:574] : INFO : Epoch 1970 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 6443.44 ms [2022-02-16 14:28:52 main:574] : INFO : Epoch 1971 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 6750.4 ms [2022-02-16 14:28:58 main:574] : INFO : Epoch 1972 | loss: 0.0311909 | val_loss: 0.0311884 | Time: 6779.81 ms [2022-02-16 14:29:05 main:574] : INFO : Epoch 1973 | loss: 0.0311948 | val_loss: 0.0311985 | Time: 6708.2 ms [2022-02-16 14:29:12 main:574] : INFO : Epoch 1974 | loss: 0.0311947 | val_loss: 0.031188 | Time: 7226.23 ms [2022-02-16 14:29:19 main:574] : INFO : Epoch 1975 | loss: 0.0311899 | val_loss: 0.031192 | Time: 6525.07 ms [2022-02-16 14:29:26 main:574] : INFO : Epoch 1976 | loss: 0.0311897 | val_loss: 0.0311898 | Time: 6938.44 ms [2022-02-16 14:29:33 main:574] : INFO : Epoch 1977 | loss: 0.0311891 | val_loss: 0.0311895 | Time: 6866 ms [2022-02-16 14:29:39 main:574] : INFO : Epoch 1978 | loss: 0.0311893 | val_loss: 0.0311911 | Time: 6520.9 ms [2022-02-16 14:29:46 main:574] : INFO : Epoch 1979 | loss: 0.0311931 | val_loss: 0.0311956 | Time: 7056.8 ms [2022-02-16 14:29:53 main:574] : INFO : Epoch 1980 | loss: 0.0311957 | val_loss: 0.0311984 | Time: 6571.96 ms [2022-02-16 14:30:00 main:574] : INFO : Epoch 1981 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 6858.56 ms [2022-02-16 14:30:07 main:574] : INFO : Epoch 1982 | loss: 0.0311933 | val_loss: 0.0311933 | Time: 6842.67 ms [2022-02-16 14:30:14 main:574] : INFO : Epoch 1983 | loss: 0.031192 | val_loss: 0.0311929 | Time: 6794.46 ms [2022-02-16 14:30:20 main:574] : INFO : Epoch 1984 | loss: 0.0311933 | val_loss: 0.0312031 | Time: 6723.24 ms [2022-02-16 14:30:27 main:574] : INFO : Epoch 1985 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 6728.49 ms [2022-02-16 14:30:34 main:574] : INFO : Epoch 1986 | loss: 0.0311905 | val_loss: 0.0311951 | Time: 6523.22 ms [2022-02-16 14:30:40 main:574] : INFO : Epoch 1987 | loss: 0.0311915 | val_loss: 0.0311942 | Time: 6679.86 ms [2022-02-16 14:30:47 main:574] : INFO : Epoch 1988 | loss: 0.0311918 | val_loss: 0.0311965 | Time: 7166.73 ms [2022-02-16 14:30:54 main:574] : INFO : Epoch 1989 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 6699.96 ms [2022-02-16 14:31:01 main:574] : INFO : Epoch 1990 | loss: 0.0311927 | val_loss: 0.0311961 | Time: 7034.25 ms [2022-02-16 14:31:08 main:574] : INFO : Epoch 1991 | loss: 0.0311931 | val_loss: 0.0311944 | Time: 6610.21 ms [2022-02-16 14:31:15 main:574] : INFO : Epoch 1992 | loss: 0.0311962 | val_loss: 0.0312073 | Time: 6882.77 ms [2022-02-16 14:31:22 main:574] : INFO : Epoch 1993 | loss: 0.031196 | val_loss: 0.0311947 | Time: 7195.72 ms [2022-02-16 14:31:29 main:574] : INFO : Epoch 1994 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 6667.5 ms [2022-02-16 14:31:36 main:574] : INFO : Epoch 1995 | loss: 0.0311917 | val_loss: 0.031192 | Time: 6943.59 ms [2022-02-16 14:31:42 main:574] : INFO : Epoch 1996 | loss: 0.0311917 | val_loss: 0.0311905 | Time: 6630.65 ms [2022-02-16 14:31:49 main:574] : INFO : Epoch 1997 | loss: 0.031194 | val_loss: 0.0311922 | Time: 6715.29 ms [2022-02-16 14:31:56 main:574] : INFO : Epoch 1998 | loss: 0.0311938 | val_loss: 0.0311922 | Time: 6936.43 ms [2022-02-16 14:32:02 main:574] : INFO : Epoch 1999 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 6492.23 ms [2022-02-16 14:32:09 main:574] : INFO : Epoch 2000 | loss: 0.0311918 | val_loss: 0.0311918 | Time: 6811 ms [2022-02-16 14:32:17 main:574] : INFO : Epoch 2001 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 7784.74 ms [2022-02-16 14:32:24 main:574] : INFO : Epoch 2002 | loss: 0.0311944 | val_loss: 0.0311945 | Time: 7007.71 ms [2022-02-16 14:32:31 main:574] : INFO : Epoch 2003 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 6535.79 ms [2022-02-16 14:32:37 main:574] : INFO : Epoch 2004 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 6828.41 ms [2022-02-16 14:32:44 main:574] : INFO : Epoch 2005 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 6693.4 ms [2022-02-16 14:32:51 main:574] : INFO : Epoch 2006 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 6483.26 ms [2022-02-16 14:32:57 main:574] : INFO : Epoch 2007 | loss: 0.0311927 | val_loss: 0.0311907 | Time: 6500.65 ms [2022-02-16 14:33:04 main:574] : INFO : Epoch 2008 | loss: 0.0311927 | val_loss: 0.0311953 | Time: 7036.35 ms [2022-02-16 14:33:11 main:574] : INFO : Epoch 2009 | loss: 0.0311932 | val_loss: 0.0311919 | Time: 6559.65 ms [2022-02-16 14:33:17 main:574] : INFO : Epoch 2010 | loss: 0.0311935 | val_loss: 0.0311925 | Time: 6735.97 ms [2022-02-16 14:33:24 main:574] : INFO : Epoch 2011 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 6951.83 ms [2022-02-16 14:33:31 main:574] : INFO : Epoch 2012 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 6546.55 ms [2022-02-16 14:33:38 main:574] : INFO : Epoch 2013 | loss: 0.0311952 | val_loss: 0.0311924 | Time: 6558.56 ms [2022-02-16 14:33:44 main:574] : INFO : Epoch 2014 | loss: 0.0311935 | val_loss: 0.0311971 | Time: 6867.72 ms [2022-02-16 14:33:51 main:574] : INFO : Epoch 2015 | loss: 0.0311933 | val_loss: 0.0311955 | Time: 6696.01 ms [2022-02-16 14:33:58 main:574] : INFO : Epoch 2016 | loss: 0.0311919 | val_loss: 0.031192 | Time: 6428.31 ms [2022-02-16 14:34:05 main:574] : INFO : Epoch 2017 | loss: 0.0311914 | val_loss: 0.0311913 | Time: 7160.23 ms [2022-02-16 14:34:12 main:574] : INFO : Epoch 2018 | loss: 0.0311925 | val_loss: 0.0311895 | Time: 6792.69 ms [2022-02-16 14:34:18 main:574] : INFO : Epoch 2019 | loss: 0.0311904 | val_loss: 0.0311885 | Time: 6749.52 ms [2022-02-16 14:34:25 main:574] : INFO : Epoch 2020 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 6825.3 ms [2022-02-16 14:34:32 main:574] : INFO : Epoch 2021 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 6633.27 ms [2022-02-16 14:34:39 main:574] : INFO : Epoch 2022 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 7092.27 ms [2022-02-16 14:34:45 main:574] : INFO : Epoch 2023 | loss: 0.0311909 | val_loss: 0.0311895 | Time: 6488.8 ms [2022-02-16 14:34:52 main:574] : INFO : Epoch 2024 | loss: 0.0311898 | val_loss: 0.0311988 | Time: 6654.16 ms [2022-02-16 14:34:59 main:574] : INFO : Epoch 2025 | loss: 0.0311913 | val_loss: 0.0311905 | Time: 6877.22 ms [2022-02-16 14:35:06 main:574] : INFO : Epoch 2026 | loss: 0.0311892 | val_loss: 0.031194 | Time: 6774.11 ms [2022-02-16 14:35:13 main:574] : INFO : Epoch 2027 | loss: 0.0311925 | val_loss: 0.031196 | Time: 6766.04 ms [2022-02-16 14:35:19 main:574] : INFO : Epoch 2028 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 6793.71 ms [2022-02-16 14:35:26 main:574] : INFO : Epoch 2029 | loss: 0.0311925 | val_loss: 0.0312046 | Time: 6730.32 ms [2022-02-16 14:35:33 main:574] : INFO : Epoch 2030 | loss: 0.0311903 | val_loss: 0.03119 | Time: 7023.56 ms [2022-02-16 14:35:40 main:574] : INFO : Epoch 2031 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 6932.48 ms [2022-02-16 14:35:47 main:574] : INFO : Epoch 2032 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 6624.02 ms [2022-02-16 14:35:54 main:574] : INFO : Epoch 2033 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 7062.28 ms [2022-02-16 14:36:01 main:574] : INFO : Epoch 2034 | loss: 0.03119 | val_loss: 0.0311966 | Time: 6746.1 ms [2022-02-16 14:36:07 main:574] : INFO : Epoch 2035 | loss: 0.0311907 | val_loss: 0.031191 | Time: 6611.54 ms [2022-02-16 14:36:14 main:574] : INFO : Epoch 2036 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 7182.91 ms [2022-02-16 14:36:21 main:574] : INFO : Epoch 2037 | loss: 0.0311912 | val_loss: 0.0311912 | Time: 6728.98 ms [2022-02-16 14:36:28 main:574] : INFO : Epoch 2038 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 7138.85 ms [2022-02-16 14:36:35 main:574] : INFO : Epoch 2039 | loss: 0.0311919 | val_loss: 0.0311918 | Time: 6634 ms [2022-02-16 14:36:42 main:574] : INFO : Epoch 2040 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 6892.1 ms [2022-02-16 14:36:49 main:574] : INFO : Epoch 2041 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 6760.98 ms [2022-02-16 14:36:56 main:574] : INFO : Epoch 2042 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 6991.18 ms [2022-02-16 14:37:02 main:574] : INFO : Epoch 2043 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 6864.65 ms [2022-02-16 14:37:09 main:574] : INFO : Epoch 2044 | loss: 0.0311872 | val_loss: 0.03119 | Time: 6583.98 ms [2022-02-16 14:37:16 main:574] : INFO : Epoch 2045 | loss: 0.031189 | val_loss: 0.031195 | Time: 7148.79 ms [2022-02-16 14:37:23 main:574] : INFO : Epoch 2046 | loss: 0.0311905 | val_loss: 0.0311945 | Time: 6613.36 ms [2022-02-16 14:37:30 main:574] : INFO : Epoch 2047 | loss: 0.0311899 | val_loss: 0.0311913 | Time: 6720.81 ms [2022-02-16 14:37:37 main:574] : INFO : Epoch 2048 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 7087.84 ms [2022-02-16 14:37:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311991 [2022-02-16 14:37:37 main:603] : INFO : Saving end state to config to file [2022-02-16 14:37:37 main:608] : INFO : Success, exiting.. 14:37:37 (13400): 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)