Task 12943790
| Name | ParityModified-1645993051-3686-2-0_1 |
| Workunit | 10053034 |
| Created | 11 Mar 2022, 19:58:04 UTC |
| Sent | 11 Mar 2022, 20:01:16 UTC |
| Report deadline | 19 Mar 2022, 20:01:16 UTC |
| Received | 12 Mar 2022, 20:48:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 43 min 23 sec |
| CPU time | 3 hours 33 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1570 | loss: 0.0311663 | val_loss: 0.0311789 | Time: 6430.46 ms
[2022-03-13 01:36:55 main:574] : INFO : Epoch 1571 | loss: 0.0311663 | val_loss: 0.0311793 | Time: 6435.35 ms
[2022-03-13 01:37:02 main:574] : INFO : Epoch 1572 | loss: 0.0311677 | val_loss: 0.0311833 | Time: 6434.7 ms
[2022-03-13 01:37:08 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 6528.51 ms
[2022-03-13 01:37:15 main:574] : INFO : Epoch 1574 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 6510.51 ms
[2022-03-13 01:37:21 main:574] : INFO : Epoch 1575 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 6429.82 ms
[2022-03-13 01:37:28 main:574] : INFO : Epoch 1576 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 6439.33 ms
[2022-03-13 01:37:34 main:574] : INFO : Epoch 1577 | loss: 0.0311692 | val_loss: 0.0311834 | Time: 6464.76 ms
[2022-03-13 01:37:41 main:574] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 6546.85 ms
[2022-03-13 01:37:47 main:574] : INFO : Epoch 1579 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 6492.05 ms
[2022-03-13 01:37:54 main:574] : INFO : Epoch 1580 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 6426.93 ms
[2022-03-13 01:38:00 main:574] : INFO : Epoch 1581 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 6439.95 ms
[2022-03-13 01:38:07 main:574] : INFO : Epoch 1582 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 6507.75 ms
[2022-03-13 01:38:13 main:574] : INFO : Epoch 1583 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 6551.63 ms
[2022-03-13 01:38:20 main:574] : INFO : Epoch 1584 | loss: 0.0311711 | val_loss: 0.0311818 | Time: 6443.18 ms
[2022-03-13 01:38:26 main:574] : INFO : Epoch 1585 | loss: 0.0311696 | val_loss: 0.0311818 | Time: 6429.24 ms
[2022-03-13 01:38:33 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.031181 | Time: 6426.75 ms
[2022-03-13 01:38:39 main:574] : INFO : Epoch 1587 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 6537.08 ms
[2022-03-13 01:38:46 main:574] : INFO : Epoch 1588 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 6527.27 ms
[2022-03-13 01:38:52 main:574] : INFO : Epoch 1589 | loss: 0.0311923 | val_loss: 0.0311924 | Time: 6436.8 ms
[2022-03-13 01:38:58 main:574] : INFO : Epoch 1590 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 6427.55 ms
[2022-03-13 01:39:05 main:574] : INFO : Epoch 1591 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 6429.52 ms
[2022-03-13 01:39:11 main:574] : INFO : Epoch 1592 | loss: 0.031186 | val_loss: 0.0311914 | Time: 6549.81 ms
[2022-03-13 01:39:18 main:574] : INFO : Epoch 1593 | loss: 0.0311853 | val_loss: 0.0311886 | Time: 6492.14 ms
[2022-03-13 01:39:24 main:574] : INFO : Epoch 1594 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 6434.58 ms
[2022-03-13 01:39:31 main:574] : INFO : Epoch 1595 | loss: 0.0311851 | val_loss: 0.0311897 | Time: 6430.47 ms
[2022-03-13 01:39:37 main:574] : INFO : Epoch 1596 | loss: 0.0311845 | val_loss: 0.0311891 | Time: 6468.61 ms
[2022-03-13 01:39:44 main:574] : INFO : Epoch 1597 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 6567.87 ms
[2022-03-13 01:39:50 main:574] : INFO : Epoch 1598 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 6534.23 ms
[2022-03-13 01:39:57 main:574] : INFO : Epoch 1599 | loss: 0.0311847 | val_loss: 0.031188 | Time: 6550.49 ms
[2022-03-13 01:40:03 main:574] : INFO : Epoch 1600 | loss: 0.0311857 | val_loss: 0.0311907 | Time: 6419.28 ms
[2022-03-13 01:40:10 main:574] : INFO : Epoch 1601 | loss: 0.0311898 | val_loss: 0.0311927 | Time: 6548.59 ms
[2022-03-13 01:40:16 main:574] : INFO : Epoch 1602 | loss: 0.031189 | val_loss: 0.0311926 | Time: 6493.14 ms
[2022-03-13 01:40:23 main:574] : INFO : Epoch 1603 | loss: 0.0311874 | val_loss: 0.031192 | Time: 6424.05 ms
[2022-03-13 01:40:29 main:574] : INFO : Epoch 1604 | loss: 0.0311877 | val_loss: 0.031191 | Time: 6423.81 ms
[2022-03-13 01:40:36 main:574] : INFO : Epoch 1605 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 6470.22 ms
[2022-03-13 01:40:42 main:574] : INFO : Epoch 1606 | loss: 0.0311844 | val_loss: 0.03119 | Time: 6546.85 ms
[2022-03-13 01:40:49 main:574] : INFO : Epoch 1607 | loss: 0.0311837 | val_loss: 0.0311907 | Time: 6466.48 ms
[2022-03-13 01:40:55 main:574] : INFO : Epoch 1608 | loss: 0.0311826 | val_loss: 0.0311901 | Time: 6654.12 ms
[2022-03-13 01:41:02 main:574] : INFO : Epoch 1609 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 6453.93 ms
[2022-03-13 01:41:08 main:574] : INFO : Epoch 1610 | loss: 0.031184 | val_loss: 0.0311905 | Time: 6499.07 ms
[2022-03-13 01:41:15 main:574] : INFO : Epoch 1611 | loss: 0.0311834 | val_loss: 0.0311889 | Time: 6555.92 ms
[2022-03-13 01:41:21 main:574] : INFO : Epoch 1612 | loss: 0.0311821 | val_loss: 0.0311889 | Time: 6434.81 ms
[2022-03-13 01:41:28 main:574] : INFO : Epoch 1613 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 6489.42 ms
[2022-03-13 01:41:34 main:574] : INFO : Epoch 1614 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 6473.95 ms
[2022-03-13 01:41:41 main:574] : INFO : Epoch 1615 | loss: 0.0311798 | val_loss: 0.0311897 | Time: 6542.62 ms
[2022-03-13 01:41:47 main:574] : INFO : Epoch 1616 | loss: 0.0311792 | val_loss: 0.0311883 | Time: 6507.72 ms
[2022-03-13 01:41:54 main:574] : INFO : Epoch 1617 | loss: 0.0311813 | val_loss: 0.0311924 | Time: 6446.91 ms
[2022-03-13 01:42:00 main:574] : INFO : Epoch 1618 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 6424.12 ms
[2022-03-13 01:42:07 main:574] : INFO : Epoch 1619 | loss: 0.0311873 | val_loss: 0.0311927 | Time: 6450.29 ms
[2022-03-13 01:42:13 main:574] : INFO : Epoch 1620 | loss: 0.0311862 | val_loss: 0.0311948 | Time: 6559.43 ms
[2022-03-13 01:42:20 main:574] : INFO : Epoch 1621 | loss: 0.0311876 | val_loss: 0.0312011 | Time: 6483.08 ms
[2022-03-13 01:42:26 main:574] : INFO : Epoch 1622 | loss: 0.0311858 | val_loss: 0.0311913 | Time: 6424.98 ms
[2022-03-13 01:42:33 main:574] : INFO : Epoch 1623 | loss: 0.0311832 | val_loss: 0.0311951 | Time: 6424.07 ms
[2022-03-13 01:42:39 main:574] : INFO : Epoch 1624 | loss: 0.0311869 | val_loss: 0.0311947 | Time: 6491.5 ms
[2022-03-13 01:42:46 main:574] : INFO : Epoch 1625 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 6547.67 ms
[2022-03-13 01:42:52 main:574] : INFO : Epoch 1626 | loss: 0.0311825 | val_loss: 0.0311901 | Time: 6519.84 ms
[2022-03-13 01:42:59 main:574] : INFO : Epoch 1627 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 6524.28 ms
[2022-03-13 01:43:05 main:574] : INFO : Epoch 1628 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 6451.81 ms
[2022-03-13 01:43:12 main:574] : INFO : Epoch 1629 | loss: 0.0311838 | val_loss: 0.0311996 | Time: 6430.34 ms
[2022-03-13 01:43:18 main:574] : INFO : Epoch 1630 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 6427.17 ms
[2022-03-13 01:43:26 main:574] : INFO : Epoch 1631 | loss: 0.0312011 | val_loss: 0.0312093 | Time: 7681.33 ms
[2022-03-13 01:43:43 main:574] : INFO : Epoch 1632 | loss: 0.0311977 | val_loss: 0.0311985 | Time: 16793.7 ms
[2022-03-13 01:43:49 main:574] : INFO : Epoch 1633 | loss: 0.0311935 | val_loss: 0.0311977 | Time: 6412.26 ms
[2022-03-13 01:43:55 main:574] : INFO : Epoch 1634 | loss: 0.0311921 | val_loss: 0.0311977 | Time: 6432.32 ms
[2022-03-13 01:44:02 main:574] : INFO : Epoch 1635 | loss: 0.031192 | val_loss: 0.0311947 | Time: 6428.09 ms
[2022-03-13 01:44:08 main:574] : INFO : Epoch 1636 | loss: 0.0311901 | val_loss: 0.0311938 | Time: 6436.36 ms
[2022-03-13 01:44:15 main:574] : INFO : Epoch 1637 | loss: 0.0311899 | val_loss: 0.0311947 | Time: 6486.01 ms
[2022-03-13 01:44:21 main:574] : INFO : Epoch 1638 | loss: 0.0311901 | val_loss: 0.0311934 | Time: 6520.4 ms
[2022-03-13 01:44:28 main:574] : INFO : Epoch 1639 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 6411.32 ms
[2022-03-13 01:44:34 main:574] : INFO : Epoch 1640 | loss: 0.031192 | val_loss: 0.0311948 | Time: 6421.35 ms
[2022-03-13 01:44:41 main:574] : INFO : Epoch 1641 | loss: 0.03119 | val_loss: 0.031195 | Time: 6403.45 ms
[2022-03-13 01:44:47 main:574] : INFO : Epoch 1642 | loss: 0.0311881 | val_loss: 0.0311943 | Time: 6543.95 ms
[2022-03-13 01:44:54 main:574] : INFO : Epoch 1643 | loss: 0.0311878 | val_loss: 0.031192 | Time: 6504.67 ms
[2022-03-13 01:45:00 main:574] : INFO : Epoch 1644 | loss: 0.0311871 | val_loss: 0.0311929 | Time: 6416.86 ms
[2022-03-13 01:45:06 main:574] : INFO : Epoch 1645 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 6404.18 ms
[2022-03-13 01:45:13 main:574] : INFO : Epoch 1646 | loss: 0.0311866 | val_loss: 0.0311919 | Time: 6422.21 ms
[2022-03-13 01:45:19 main:574] : INFO : Epoch 1647 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 6409.42 ms
[2022-03-13 01:45:26 main:574] : INFO : Epoch 1648 | loss: 0.0311862 | val_loss: 0.0311914 | Time: 6434.76 ms
[2022-03-13 01:45:32 main:574] : INFO : Epoch 1649 | loss: 0.0311849 | val_loss: 0.031192 | Time: 6535.85 ms
[2022-03-13 01:45:39 main:574] : INFO : Epoch 1650 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 6468.6 ms
[2022-03-13 01:45:45 main:574] : INFO : Epoch 1651 | loss: 0.0311845 | val_loss: 0.031192 | Time: 6416.13 ms
[2022-03-13 01:45:52 main:574] : INFO : Epoch 1652 | loss: 0.031184 | val_loss: 0.0311916 | Time: 6418.1 ms
[2022-03-13 01:45:58 main:574] : INFO : Epoch 1653 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 6562.49 ms
[2022-03-13 01:46:05 main:574] : INFO : Epoch 1654 | loss: 0.0311847 | val_loss: 0.0311925 | Time: 6563.53 ms
[2022-03-13 01:46:11 main:574] : INFO : Epoch 1655 | loss: 0.031185 | val_loss: 0.0311909 | Time: 6438.04 ms
[2022-03-13 01:46:18 main:574] : INFO : Epoch 1656 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 6413.81 ms
[2022-03-13 01:46:24 main:574] : INFO : Epoch 1657 | loss: 0.0311834 | val_loss: 0.0311918 | Time: 6414.79 ms
[2022-03-13 01:46:31 main:574] : INFO : Epoch 1658 | loss: 0.031186 | val_loss: 0.03119 | Time: 6507.76 ms
[2022-03-13 01:46:37 main:574] : INFO : Epoch 1659 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 6526.42 ms
[2022-03-13 01:46:43 main:574] : INFO : Epoch 1660 | loss: 0.0311897 | val_loss: 0.0311939 | Time: 6403.58 ms
[2022-03-13 01:46:50 main:574] : INFO : Epoch 1661 | loss: 0.031193 | val_loss: 0.0311967 | Time: 6434.48 ms
[2022-03-13 01:46:56 main:574] : INFO : Epoch 1662 | loss: 0.0311923 | val_loss: 0.0311962 | Time: 6408.45 ms
[2022-03-13 01:47:03 main:574] : INFO : Epoch 1663 | loss: 0.0311902 | val_loss: 0.0311946 | Time: 6539.03 ms
[2022-03-13 01:47:09 main:574] : INFO : Epoch 1664 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 6482.61 ms
[2022-03-13 01:47:16 main:574] : INFO : Epoch 1665 | loss: 0.031188 | val_loss: 0.0311944 | Time: 6411.96 ms
[2022-03-13 01:47:22 main:574] : INFO : Epoch 1666 | loss: 0.0311872 | val_loss: 0.0311943 | Time: 6406.81 ms
[2022-03-13 01:47:29 main:574] : INFO : Epoch 1667 | loss: 0.0311862 | val_loss: 0.0311951 | Time: 6456.52 ms
[2022-03-13 01:47:35 main:574] : INFO : Epoch 1668 | loss: 0.0311871 | val_loss: 0.031192 | Time: 6535.77 ms
[2022-03-13 01:47:42 main:574] : INFO : Epoch 1669 | loss: 0.0311867 | val_loss: 0.0311919 | Time: 6473.08 ms
[2022-03-13 01:47:48 main:574] : INFO : Epoch 1670 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 6495.72 ms
[2022-03-13 01:47:55 main:574] : INFO : Epoch 1671 | loss: 0.0311883 | val_loss: 0.031193 | Time: 6541.6 ms
[2022-03-13 01:48:01 main:574] : INFO : Epoch 1672 | loss: 0.0311853 | val_loss: 0.0311933 | Time: 6411.73 ms
[2022-03-13 01:48:08 main:574] : INFO : Epoch 1673 | loss: 0.0311852 | val_loss: 0.0311919 | Time: 6541.15 ms
[2022-03-13 01:48:14 main:574] : INFO : Epoch 1674 | loss: 0.0311852 | val_loss: 0.0311904 | Time: 6489.21 ms
[2022-03-13 01:48:21 main:574] : INFO : Epoch 1675 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 6426.05 ms
[2022-03-13 01:48:27 main:574] : INFO : Epoch 1676 | loss: 0.0311848 | val_loss: 0.0311912 | Time: 6421.43 ms
[2022-03-13 01:48:33 main:574] : INFO : Epoch 1677 | loss: 0.031184 | val_loss: 0.0311927 | Time: 6452.84 ms
[2022-03-13 01:48:40 main:574] : INFO : Epoch 1678 | loss: 0.0311843 | val_loss: 0.0311942 | Time: 6555.03 ms
[2022-03-13 01:48:46 main:574] : INFO : Epoch 1679 | loss: 0.0311901 | val_loss: 0.0311953 | Time: 6447.97 ms
[2022-03-13 01:48:53 main:574] : INFO : Epoch 1680 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 6409.15 ms
[2022-03-13 01:48:59 main:574] : INFO : Epoch 1681 | loss: 0.0311828 | val_loss: 0.031191 | Time: 6422.66 ms
[2022-03-13 01:49:06 main:574] : INFO : Epoch 1682 | loss: 0.0311819 | val_loss: 0.0311897 | Time: 6470.86 ms
[2022-03-13 01:49:12 main:574] : INFO : Epoch 1683 | loss: 0.0311861 | val_loss: 0.0311951 | Time: 6544.46 ms
[2022-03-13 01:49:19 main:574] : INFO : Epoch 1684 | loss: 0.0311972 | val_loss: 0.0311998 | Time: 6423.55 ms
[2022-03-13 01:49:25 main:574] : INFO : Epoch 1685 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 6417.06 ms
[2022-03-13 01:49:32 main:574] : INFO : Epoch 1686 | loss: 0.0311946 | val_loss: 0.0311975 | Time: 6417.84 ms
[2022-03-13 01:49:38 main:574] : INFO : Epoch 1687 | loss: 0.0311932 | val_loss: 0.0311972 | Time: 6423.63 ms
[2022-03-13 01:49:44 main:574] : INFO : Epoch 1688 | loss: 0.0311927 | val_loss: 0.0311985 | Time: 6406.31 ms
[2022-03-13 01:49:51 main:574] : INFO : Epoch 1689 | loss: 0.0311916 | val_loss: 0.0311957 | Time: 6512.38 ms
[2022-03-13 01:49:58 main:574] : INFO : Epoch 1690 | loss: 0.0311895 | val_loss: 0.0311948 | Time: 6519.82 ms
[2022-03-13 01:50:04 main:574] : INFO : Epoch 1691 | loss: 0.031189 | val_loss: 0.0311947 | Time: 6414.81 ms
[2022-03-13 01:50:10 main:574] : INFO : Epoch 1692 | loss: 0.0311888 | val_loss: 0.0311957 | Time: 6421.93 ms
[2022-03-13 01:50:17 main:574] : INFO : Epoch 1693 | loss: 0.0311885 | val_loss: 0.0312015 | Time: 6411.78 ms
[2022-03-13 01:50:23 main:574] : INFO : Epoch 1694 | loss: 0.031189 | val_loss: 0.0311949 | Time: 6543.49 ms
[2022-03-13 01:50:30 main:574] : INFO : Epoch 1695 | loss: 0.031187 | val_loss: 0.0311941 | Time: 6505.17 ms
[2022-03-13 01:50:36 main:574] : INFO : Epoch 1696 | loss: 0.0311866 | val_loss: 0.0311941 | Time: 6451.86 ms
[2022-03-13 01:50:43 main:574] : INFO : Epoch 1697 | loss: 0.031187 | val_loss: 0.031193 | Time: 6558.47 ms
[2022-03-13 01:50:49 main:574] : INFO : Epoch 1698 | loss: 0.0311891 | val_loss: 0.0311942 | Time: 6446.32 ms
[2022-03-13 01:50:56 main:574] : INFO : Epoch 1699 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 6918.4 ms
[2022-03-13 01:51:03 main:574] : INFO : Epoch 1700 | loss: 0.031189 | val_loss: 0.0311947 | Time: 6674.13 ms
[2022-03-13 01:51:09 main:574] : INFO : Epoch 1701 | loss: 0.0311875 | val_loss: 0.0311986 | Time: 6417.39 ms
[2022-03-13 01:51:16 main:574] : INFO : Epoch 1702 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 6411.09 ms
[2022-03-13 01:51:22 main:574] : INFO : Epoch 1703 | loss: 0.0311836 | val_loss: 0.0311943 | Time: 6427.24 ms
[2022-03-13 01:51:29 main:574] : INFO : Epoch 1704 | loss: 0.0311833 | val_loss: 0.0311932 | Time: 6556.04 ms
[2022-03-13 01:51:35 main:574] : INFO : Epoch 1705 | loss: 0.0311832 | val_loss: 0.0311932 | Time: 6477.16 ms
[2022-03-13 01:51:42 main:574] : INFO : Epoch 1706 | loss: 0.0311825 | val_loss: 0.0311956 | Time: 6409.47 ms
[2022-03-13 01:51:48 main:574] : INFO : Epoch 1707 | loss: 0.031183 | val_loss: 0.0311926 | Time: 6424.55 ms
[2022-03-13 01:51:54 main:574] : INFO : Epoch 1708 | loss: 0.0311832 | val_loss: 0.031195 | Time: 6443.09 ms
[2022-03-13 01:52:01 main:574] : INFO : Epoch 1709 | loss: 0.0311824 | val_loss: 0.031195 | Time: 6548.64 ms
[2022-03-13 01:52:07 main:574] : INFO : Epoch 1710 | loss: 0.0311836 | val_loss: 0.0311951 | Time: 6443.11 ms
[2022-03-13 01:52:14 main:574] : INFO : Epoch 1711 | loss: 0.0311831 | val_loss: 0.0311943 | Time: 6432.17 ms
[2022-03-13 01:52:20 main:574] : INFO : Epoch 1712 | loss: 0.0311856 | val_loss: 0.0311936 | Time: 6417.51 ms
[2022-03-13 01:52:27 main:574] : INFO : Epoch 1713 | loss: 0.0311834 | val_loss: 0.0311963 | Time: 6487.83 ms
[2022-03-13 01:52:33 main:574] : INFO : Epoch 1714 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 6566.86 ms
[2022-03-13 01:52:40 main:574] : INFO : Epoch 1715 | loss: 0.0311825 | val_loss: 0.0311916 | Time: 6422.3 ms
[2022-03-13 01:52:46 main:574] : INFO : Epoch 1716 | loss: 0.0311816 | val_loss: 0.0311923 | Time: 6407.87 ms
[2022-03-13 01:52:53 main:574] : INFO : Epoch 1717 | loss: 0.0311818 | val_loss: 0.031196 | Time: 6417.18 ms
[2022-03-13 01:52:59 main:574] : INFO : Epoch 1718 | loss: 0.0311817 | val_loss: 0.0311917 | Time: 6534.05 ms
[2022-03-13 01:53:06 main:574] : INFO : Epoch 1719 | loss: 0.0311813 | val_loss: 0.0311932 | Time: 6516.4 ms
[2022-03-13 01:53:12 main:574] : INFO : Epoch 1720 | loss: 0.0311811 | val_loss: 0.0311932 | Time: 6451.45 ms
[2022-03-13 01:53:19 main:574] : INFO : Epoch 1721 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 6544.82 ms
[2022-03-13 01:53:25 main:574] : INFO : Epoch 1722 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 6454.79 ms
[2022-03-13 01:53:32 main:574] : INFO : Epoch 1723 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 6488.25 ms
[2022-03-13 01:53:38 main:574] : INFO : Epoch 1724 | loss: 0.0311806 | val_loss: 0.0311926 | Time: 6533.21 ms
[2022-03-13 01:53:45 main:574] : INFO : Epoch 1725 | loss: 0.0311815 | val_loss: 0.0311912 | Time: 6419.65 ms
[2022-03-13 01:53:51 main:574] : INFO : Epoch 1726 | loss: 0.0311811 | val_loss: 0.0311916 | Time: 6419.67 ms
[2022-03-13 01:53:57 main:574] : INFO : Epoch 1727 | loss: 0.0311807 | val_loss: 0.0311923 | Time: 6418.48 ms
[2022-03-13 01:54:04 main:574] : INFO : Epoch 1728 | loss: 0.0311813 | val_loss: 0.0311926 | Time: 6519.48 ms
[2022-03-13 01:54:10 main:574] : INFO : Epoch 1729 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 6508.21 ms
[2022-03-13 01:54:17 main:574] : INFO : Epoch 1730 | loss: 0.0311796 | val_loss: 0.0311945 | Time: 6412.72 ms
[2022-03-13 01:54:23 main:574] : INFO : Epoch 1731 | loss: 0.0311812 | val_loss: 0.0311949 | Time: 6419.39 ms
[2022-03-13 01:54:30 main:574] : INFO : Epoch 1732 | loss: 0.0311797 | val_loss: 0.0311915 | Time: 6434.76 ms
[2022-03-13 01:54:36 main:574] : INFO : Epoch 1733 | loss: 0.0311801 | val_loss: 0.0311951 | Time: 6541.93 ms
[2022-03-13 01:54:43 main:574] : INFO : Epoch 1734 | loss: 0.0311811 | val_loss: 0.0311932 | Time: 6464.64 ms
[2022-03-13 01:54:49 main:574] : INFO : Epoch 1735 | loss: 0.0311793 | val_loss: 0.0311926 | Time: 6422.52 ms
[2022-03-13 01:54:56 main:574] : INFO : Epoch 1736 | loss: 0.0311788 | val_loss: 0.0311958 | Time: 6424.28 ms
[2022-03-13 01:55:02 main:574] : INFO : Epoch 1737 | loss: 0.0311785 | val_loss: 0.0311931 | Time: 6475.64 ms
[2022-03-13 01:55:09 main:574] : INFO : Epoch 1738 | loss: 0.0311787 | val_loss: 0.0311923 | Time: 6536.62 ms
[2022-03-13 01:55:15 main:574] : INFO : Epoch 1739 | loss: 0.0311787 | val_loss: 0.0311964 | Time: 6434.82 ms
[2022-03-13 01:55:22 main:574] : INFO : Epoch 1740 | loss: 0.0311785 | val_loss: 0.0311915 | Time: 6413.6 ms
[2022-03-13 01:55:28 main:574] : INFO : Epoch 1741 | loss: 0.0311776 | val_loss: 0.0311928 | Time: 6416.52 ms
[2022-03-13 01:55:34 main:574] : INFO : Epoch 1742 | loss: 0.0311782 | val_loss: 0.031194 | Time: 6489.11 ms
[2022-03-13 01:55:41 main:574] : INFO : Epoch 1743 | loss: 0.0311802 | val_loss: 0.0311955 | Time: 6525.76 ms
[2022-03-13 01:55:47 main:574] : INFO : Epoch 1744 | loss: 0.0311799 | val_loss: 0.0311931 | Time: 6411.63 ms
[2022-03-13 01:55:54 main:574] : INFO : Epoch 1745 | loss: 0.0311773 | val_loss: 0.031191 | Time: 6416.38 ms
[2022-03-13 01:56:00 main:574] : INFO : Epoch 1746 | loss: 0.0311779 | val_loss: 0.0311923 | Time: 6517.03 ms
[2022-03-13 01:56:07 main:574] : INFO : Epoch 1747 | loss: 0.031182 | val_loss: 0.0311977 | Time: 6416.14 ms
[2022-03-13 01:56:13 main:574] : INFO : Epoch 1748 | loss: 0.0311787 | val_loss: 0.0311931 | Time: 6420.06 ms
[2022-03-13 01:56:20 main:574] : INFO : Epoch 1749 | loss: 0.0311783 | val_loss: 0.0311932 | Time: 6527.28 ms
[2022-03-13 01:56:26 main:574] : INFO : Epoch 1750 | loss: 0.031177 | val_loss: 0.0311906 | Time: 6511.4 ms
[2022-03-13 01:56:33 main:574] : INFO : Epoch 1751 | loss: 0.031177 | val_loss: 0.0311935 | Time: 6420.32 ms
[2022-03-13 01:56:39 main:574] : INFO : Epoch 1752 | loss: 0.0311768 | val_loss: 0.0311936 | Time: 6396.69 ms
[2022-03-13 01:56:45 main:574] : INFO : Epoch 1753 | loss: 0.0311776 | val_loss: 0.0311969 | Time: 6430.68 ms
[2022-03-13 01:56:52 main:574] : INFO : Epoch 1754 | loss: 0.0311799 | val_loss: 0.0311933 | Time: 6538.8 ms
[2022-03-13 01:56:58 main:574] : INFO : Epoch 1755 | loss: 0.0311803 | val_loss: 0.0311965 | Time: 6473.02 ms
[2022-03-13 01:57:05 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311918 | Time: 6417.32 ms
[2022-03-13 01:57:11 main:574] : INFO : Epoch 1757 | loss: 0.0311761 | val_loss: 0.0311919 | Time: 6432.86 ms
[2022-03-13 01:57:18 main:574] : INFO : Epoch 1758 | loss: 0.0311759 | val_loss: 0.0311943 | Time: 6492.03 ms
[2022-03-13 01:57:25 main:574] : INFO : Epoch 1759 | loss: 0.0311763 | val_loss: 0.031192 | Time: 6548.87 ms
[2022-03-13 01:57:31 main:574] : INFO : Epoch 1760 | loss: 0.0311767 | val_loss: 0.0313101 | Time: 6416.16 ms
[2022-03-13 01:57:37 main:574] : INFO : Epoch 1761 | loss: 0.0311852 | val_loss: 0.0312021 | Time: 6414.12 ms
[2022-03-13 01:57:44 main:574] : INFO : Epoch 1762 | loss: 0.0311909 | val_loss: 0.0312664 | Time: 6414.75 ms
[2022-03-13 01:57:50 main:574] : INFO : Epoch 1763 | loss: 0.0318666 | val_loss: 0.0316648 | Time: 6419.17 ms
[2022-03-13 01:57:57 main:574] : INFO : Epoch 1764 | loss: 0.0320044 | val_loss: 0.0314118 | Time: 6415.01 ms
[2022-03-13 01:58:03 main:574] : INFO : Epoch 1765 | loss: 0.0324917 | val_loss: 0.0313749 | Time: 6498.51 ms
[2022-03-13 01:58:10 main:574] : INFO : Epoch 1766 | loss: 0.0314043 | val_loss: 0.0312722 | Time: 6523.68 ms
[2022-03-13 01:58:16 main:574] : INFO : Epoch 1767 | loss: 0.0312633 | val_loss: 0.0312204 | Time: 6424.6 ms
[2022-03-13 01:58:22 main:574] : INFO : Epoch 1768 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 6403.85 ms
[2022-03-13 01:58:29 main:574] : INFO : Epoch 1769 | loss: 0.0311925 | val_loss: 0.0311995 | Time: 6417.7 ms
[2022-03-13 01:58:35 main:574] : INFO : Epoch 1770 | loss: 0.0311903 | val_loss: 0.0311987 | Time: 6544 ms
[2022-03-13 01:58:42 main:574] : INFO : Epoch 1771 | loss: 0.031189 | val_loss: 0.031199 | Time: 6501.45 ms
[2022-03-13 01:58:48 main:574] : INFO : Epoch 1772 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 6412.05 ms
[2022-03-13 01:58:55 main:574] : INFO : Epoch 1773 | loss: 0.0311886 | val_loss: 0.0312055 | Time: 6425.45 ms
[2022-03-13 01:59:01 main:574] : INFO : Epoch 1774 | loss: 0.0311896 | val_loss: 0.0312011 | Time: 6453.31 ms
[2022-03-13 01:59:08 main:574] : INFO : Epoch 1775 | loss: 0.0311871 | val_loss: 0.0312001 | Time: 6546.68 ms
[2022-03-13 01:59:14 main:574] : INFO : Epoch 1776 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 6458.18 ms
[2022-03-13 01:59:21 main:574] : INFO : Epoch 1777 | loss: 0.0311862 | val_loss: 0.0311963 | Time: 6415.8 ms
[2022-03-13 01:59:27 main:574] : INFO : Epoch 1778 | loss: 0.0311845 | val_loss: 0.0311979 | Time: 6421.88 ms
[2022-03-13 01:59:34 main:574] : INFO : Epoch 1779 | loss: 0.0311854 | val_loss: 0.0311968 | Time: 6493.56 ms
[2022-03-13 01:59:40 main:574] : INFO : Epoch 1780 | loss: 0.0311839 | val_loss: 0.0312034 | Time: 6535.38 ms
[2022-03-13 01:59:47 main:574] : INFO : Epoch 1781 | loss: 0.0311853 | val_loss: 0.0311963 | Time: 6414.4 ms
[2022-03-13 01:59:53 main:574] : INFO : Epoch 1782 | loss: 0.0311846 | val_loss: 0.0311985 | Time: 6421.37 ms
[2022-03-13 01:59:59 main:574] : INFO : Epoch 1783 | loss: 0.0311856 | val_loss: 0.0311985 | Time: 6419.09 ms
[2022-03-13 02:00:06 main:574] : INFO : Epoch 1784 | loss: 0.0311859 | val_loss: 0.0312017 | Time: 6509.01 ms
[2022-03-13 02:00:12 main:574] : INFO : Epoch 1785 | loss: 0.0311842 | val_loss: 0.0311952 | Time: 6518.53 ms
[2022-03-13 02:00:19 main:574] : INFO : Epoch 1786 | loss: 0.0311835 | val_loss: 0.031195 | Time: 6406.04 ms
[2022-03-13 02:00:25 main:574] : INFO : Epoch 1787 | loss: 0.0311845 | val_loss: 0.031196 | Time: 6410.47 ms
[2022-03-13 02:00:32 main:574] : INFO : Epoch 1788 | loss: 0.0311839 | val_loss: 0.0311967 | Time: 6421.7 ms
[2022-03-13 02:00:38 main:574] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311953 | Time: 6540.81 ms
[2022-03-13 02:00:45 main:574] : INFO : Epoch 1790 | loss: 0.0311825 | val_loss: 0.0311965 | Time: 6465.07 ms
[2022-03-13 02:00:51 main:574] : INFO : Epoch 1791 | loss: 0.031182 | val_loss: 0.0311939 | Time: 6482.98 ms
[2022-03-13 02:00:58 main:574] : INFO : Epoch 1792 | loss: 0.0311863 | val_loss: 0.0311951 | Time: 6674.05 ms
[2022-03-13 02:01:04 main:574] : INFO : Epoch 1793 | loss: 0.0311832 | val_loss: 0.0311952 | Time: 6444.21 ms
[2022-03-13 02:01:11 main:574] : INFO : Epoch 1794 | loss: 0.031183 | val_loss: 0.0311953 | Time: 6524.13 ms
[2022-03-13 02:01:17 main:574] : INFO : Epoch 1795 | loss: 0.0311807 | val_loss: 0.0311936 | Time: 6510.83 ms
[2022-03-13 02:01:24 main:574] : INFO : Epoch 1796 | loss: 0.0311814 | val_loss: 0.0311986 | Time: 6418.98 ms
[2022-03-13 02:01:30 main:574] : INFO : Epoch 1797 | loss: 0.0311813 | val_loss: 0.0311983 | Time: 6407.31 ms
[2022-03-13 02:01:37 main:574] : INFO : Epoch 1798 | loss: 0.0311806 | val_loss: 0.0311976 | Time: 6419.4 ms
[2022-03-13 02:01:43 main:574] : INFO : Epoch 1799 | loss: 0.0311809 | val_loss: 0.0311958 | Time: 6537.5 ms
[2022-03-13 02:01:50 main:574] : INFO : Epoch 1800 | loss: 0.0311789 | val_loss: 0.0311947 | Time: 6478.98 ms
[2022-03-13 02:01:56 main:574] : INFO : Epoch 1801 | loss: 0.0311787 | val_loss: 0.0311934 | Time: 6436.48 ms
[2022-03-13 02:02:03 main:574] : INFO : Epoch 1802 | loss: 0.0311792 | val_loss: 0.0311946 | Time: 6444.63 ms
[2022-03-13 02:02:09 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.0311966 | Time: 6401.59 ms
[2022-03-13 02:02:15 main:574] : INFO : Epoch 1804 | loss: 0.0311781 | val_loss: 0.0311969 | Time: 6420.13 ms
[2022-03-13 02:02:22 main:574] : INFO : Epoch 1805 | loss: 0.0311825 | val_loss: 0.0311935 | Time: 6457.36 ms
[2022-03-13 02:02:28 main:574] : INFO : Epoch 1806 | loss: 0.0311791 | val_loss: 0.031193 | Time: 6530.36 ms
[2022-03-13 02:02:35 main:574] : INFO : Epoch 1807 | loss: 0.0311784 | val_loss: 0.0311955 | Time: 6439.73 ms
[2022-03-13 02:02:41 main:574] : INFO : Epoch 1808 | loss: 0.0311778 | val_loss: 0.0311969 | Time: 6416.21 ms
[2022-03-13 02:02:48 main:574] : INFO : Epoch 1809 | loss: 0.031177 | val_loss: 0.0311929 | Time: 6415.73 ms
[2022-03-13 02:02:54 main:574] : INFO : Epoch 1810 | loss: 0.0311769 | val_loss: 0.0311998 | Time: 6488.78 ms
[2022-03-13 02:03:01 main:574] : INFO : Epoch 1811 | loss: 0.0311779 | val_loss: 0.0311948 | Time: 6584.6 ms
[2022-03-13 02:03:07 main:574] : INFO : Epoch 1812 | loss: 0.0311767 | val_loss: 0.0311937 | Time: 6418.22 ms
[2022-03-13 02:03:14 main:574] : INFO : Epoch 1813 | loss: 0.0311771 | val_loss: 0.0311977 | Time: 6416.58 ms
[2022-03-13 02:03:20 main:574] : INFO : Epoch 1814 | loss: 0.0311778 | val_loss: 0.0311936 | Time: 6431.03 ms
[2022-03-13 02:03:27 main:574] : INFO : Epoch 1815 | loss: 0.0311768 | val_loss: 0.0312036 | Time: 6515.78 ms
[2022-03-13 02:03:33 main:574] : INFO : Epoch 1816 | loss: 0.031178 | val_loss: 0.0311987 | Time: 6495.85 ms
[2022-03-13 02:03:40 main:574] : INFO : Epoch 1817 | loss: 0.0311774 | val_loss: 0.0311951 | Time: 6428.47 ms
[2022-03-13 02:03:46 main:574] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311974 | Time: 6423.24 ms
[2022-03-13 02:03:52 main:574] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311955 | Time: 6462.46 ms
[2022-03-13 02:03:59 main:574] : INFO : Epoch 1820 | loss: 0.0311762 | val_loss: 0.0311959 | Time: 6414.68 ms
[2022-03-13 02:04:05 main:574] : INFO : Epoch 1821 | loss: 0.0311763 | val_loss: 0.031198 | Time: 6418.2 ms
[2022-03-13 02:04:12 main:574] : INFO : Epoch 1822 | loss: 0.0311784 | val_loss: 0.0311941 | Time: 6554.47 ms
[2022-03-13 02:04:18 main:574] : INFO : Epoch 1823 | loss: 0.0311786 | val_loss: 0.0311955 | Time: 6504.51 ms
[2022-03-13 02:04:25 main:574] : INFO : Epoch 1824 | loss: 0.0311768 | val_loss: 0.0311924 | Time: 6414.28 ms
[2022-03-13 02:04:31 main:574] : INFO : Epoch 1825 | loss: 0.0311781 | val_loss: 0.0311947 | Time: 6412.37 ms
[2022-03-13 02:04:38 main:574] : INFO : Epoch 1826 | loss: 0.0311781 | val_loss: 0.0311927 | Time: 6449.12 ms
[2022-03-13 02:04:44 main:574] : INFO : Epoch 1827 | loss: 0.0311767 | val_loss: 0.0311934 | Time: 6554.01 ms
[2022-03-13 02:04:51 main:574] : INFO : Epoch 1828 | loss: 0.0311777 | val_loss: 0.0311946 | Time: 6455.43 ms
[2022-03-13 02:04:57 main:574] : INFO : Epoch 1829 | loss: 0.0311764 | val_loss: 0.0311962 | Time: 6422.29 ms
[2022-03-13 02:05:03 main:574] : INFO : Epoch 1830 | loss: 0.0311778 | val_loss: 0.0311962 | Time: 6418.59 ms
[2022-03-13 02:05:10 main:574] : INFO : Epoch 1831 | loss: 0.0311779 | val_loss: 0.0311958 | Time: 6464.91 ms
[2022-03-13 02:05:16 main:574] : INFO : Epoch 1832 | loss: 0.0311751 | val_loss: 0.0311978 | Time: 6567.26 ms
[2022-03-13 02:05:23 main:574] : INFO : Epoch 1833 | loss: 0.0311804 | val_loss: 0.0311971 | Time: 6432.03 ms
[2022-03-13 02:05:29 main:574] : INFO : Epoch 1834 | loss: 0.0311744 | val_loss: 0.0311937 | Time: 6415 ms
[2022-03-13 02:05:36 main:574] : INFO : Epoch 1835 | loss: 0.0311746 | val_loss: 0.0311949 | Time: 6406.82 ms
[2022-03-13 02:05:42 main:574] : INFO : Epoch 1836 | loss: 0.0311744 | val_loss: 0.0311956 | Time: 6529.85 ms
[2022-03-13 02:05:49 main:574] : INFO : Epoch 1837 | loss: 0.0311745 | val_loss: 0.0311945 | Time: 6513.08 ms
[2022-03-13 02:05:55 main:574] : INFO : Epoch 1838 | loss: 0.0311748 | val_loss: 0.0311945 | Time: 6534.17 ms
[2022-03-13 02:06:02 main:574] : INFO : Epoch 1839 | loss: 0.031175 | val_loss: 0.0311959 | Time: 6462.56 ms
[2022-03-13 02:06:08 main:574] : INFO : Epoch 1840 | loss: 0.0311768 | val_loss: 0.0311955 | Time: 6423.54 ms
[2022-03-13 02:06:15 main:574] : INFO : Epoch 1841 | loss: 0.0311747 | val_loss: 0.0311932 | Time: 6411.29 ms
[2022-03-13 02:06:21 main:574] : INFO : Epoch 1842 | loss: 0.0311748 | val_loss: 0.0311953 | Time: 6432.62 ms
[2022-03-13 02:06:28 main:574] : INFO : Epoch 1843 | loss: 0.031175 | val_loss: 0.0311946 | Time: 6541.23 ms
[2022-03-13 02:06:34 main:574] : INFO : Epoch 1844 | loss: 0.0311746 | val_loss: 0.0311944 | Time: 6489.82 ms
[2022-03-13 02:06:41 main:574] : INFO : Epoch 1845 | loss: 0.0311757 | val_loss: 0.0311952 | Time: 6406.93 ms
[2022-03-13 02:06:47 main:574] : INFO : Epoch 1846 | loss: 0.0311773 | val_loss: 0.0311947 | Time: 6414.39 ms
[2022-03-13 02:06:53 main:574] : INFO : Epoch 1847 | loss: 0.0311751 | val_loss: 0.0311935 | Time: 6444.33 ms
[2022-03-13 02:07:00 main:574] : INFO : Epoch 1848 | loss: 0.0311739 | val_loss: 0.0311937 | Time: 6573.68 ms
[2022-03-13 02:07:07 main:574] : INFO : Epoch 1849 | loss: 0.0311741 | val_loss: 0.0311967 | Time: 6505.89 ms
[2022-03-13 02:07:13 main:574] : INFO : Epoch 1850 | loss: 0.0311785 | val_loss: 0.0311937 | Time: 6422.37 ms
[2022-03-13 02:07:19 main:574] : INFO : Epoch 1851 | loss: 0.0311865 | val_loss: 0.0311984 | Time: 6407.65 ms
[2022-03-13 02:07:26 main:574] : INFO : Epoch 1852 | loss: 0.0311887 | val_loss: 0.0311966 | Time: 6499.91 ms
[2022-03-13 02:07:32 main:574] : INFO : Epoch 1853 | loss: 0.0311875 | val_loss: 0.0312013 | Time: 6533.33 ms
[2022-03-13 02:07:39 main:574] : INFO : Epoch 1854 | loss: 0.0311878 | val_loss: 0.031201 | Time: 6442.42 ms
[2022-03-13 02:07:45 main:574] : INFO : Epoch 1855 | loss: 0.0311894 | val_loss: 0.0312021 | Time: 6411.21 ms
[2022-03-13 02:07:52 main:574] : INFO : Epoch 1856 | loss: 0.0311886 | val_loss: 0.0311997 | Time: 6412.69 ms
[2022-03-13 02:07:58 main:574] : INFO : Epoch 1857 | loss: 0.0311857 | val_loss: 0.0311955 | Time: 6552.24 ms
[2022-03-13 02:08:05 main:574] : INFO : Epoch 1858 | loss: 0.0311847 | val_loss: 0.0311962 | Time: 6503.18 ms
[2022-03-13 02:08:11 main:574] : INFO : Epoch 1859 | loss: 0.031184 | val_loss: 0.0311963 | Time: 6423.85 ms
[2022-03-13 02:08:18 main:574] : INFO : Epoch 1860 | loss: 0.0311848 | val_loss: 0.0311963 | Time: 6419.66 ms
[2022-03-13 02:08:24 main:574] : INFO : Epoch 1861 | loss: 0.0311841 | val_loss: 0.0311986 | Time: 6434.76 ms
[2022-03-13 02:08:31 main:574] : INFO : Epoch 1862 | loss: 0.0311847 | val_loss: 0.0311944 | Time: 6558.16 ms
[2022-03-13 02:08:37 main:574] : INFO : Epoch 1863 | loss: 0.0311824 | val_loss: 0.0311966 | Time: 6461.43 ms
[2022-03-13 02:08:43 main:574] : INFO : Epoch 1864 | loss: 0.0311819 | val_loss: 0.0311947 | Time: 6421.56 ms
[2022-03-13 02:08:50 main:574] : INFO : Epoch 1865 | loss: 0.0311805 | val_loss: 0.0311962 | Time: 6414.15 ms
[2022-03-13 02:08:56 main:574] : INFO : Epoch 1866 | loss: 0.0311801 | val_loss: 0.0311947 | Time: 6485.69 ms
[2022-03-13 02:09:03 main:574] : INFO : Epoch 1867 | loss: 0.0311813 | val_loss: 0.0311959 | Time: 6537.63 ms
[2022-03-13 02:09:09 main:574] : INFO : Epoch 1868 | loss: 0.0311805 | val_loss: 0.0311953 | Time: 6423.67 ms
[2022-03-13 02:09:16 main:574] : INFO : Epoch 1869 | loss: 0.0311794 | val_loss: 0.0311938 | Time: 6521.39 ms
[2022-03-13 02:09:22 main:574] : INFO : Epoch 1870 | loss: 0.0311785 | val_loss: 0.0311932 | Time: 6525.62 ms
[2022-03-13 02:09:29 main:574] : INFO : Epoch 1871 | loss: 0.0311781 | val_loss: 0.0311951 | Time: 6422.99 ms
[2022-03-13 02:09:35 main:574] : INFO : Epoch 1872 | loss: 0.0311787 | val_loss: 0.0311928 | Time: 6536.98 ms
[2022-03-13 02:09:42 main:574] : INFO : Epoch 1873 | loss: 0.0311802 | val_loss: 0.0311916 | Time: 6461.06 ms
[2022-03-13 02:09:48 main:574] : INFO : Epoch 1874 | loss: 0.031178 | val_loss: 0.0311921 | Time: 6418.63 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GT 1030)
[2022-03-13 03:28:39 main:435] : INFO : Set logging level to 1
[2022-03-13 03:28:39 main:441] : INFO : Running in BOINC Client mode
[2022-03-13 03:28:39 main:444] : INFO : Resolving all filenames
[2022-03-13 03:28:39 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-13 03:28:39 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-13 03:28:39 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-13 03:28:39 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-13 03:28:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-13 03:28:39 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-13 03:28:39 main:474] : INFO : Configuration:
[2022-03-13 03:28:39 main:475] : INFO : Model type: GRU
[2022-03-13 03:28:39 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-13 03:28:39 main:477] : INFO : Max Epochs: 2048
[2022-03-13 03:28:39 main:478] : INFO : Batch Size: 128
[2022-03-13 03:28:39 main:479] : INFO : Learning Rate: 0.01
[2022-03-13 03:28:39 main:480] : INFO : Patience: 10
[2022-03-13 03:28:39 main:481] : INFO : Hidden Width: 12
[2022-03-13 03:28:39 main:482] : INFO : # Recurrent Layers: 4
[2022-03-13 03:28:39 main:483] : INFO : # Backend Layers: 4
[2022-03-13 03:28:39 main:484] : INFO : # Threads: 1
[2022-03-13 03:28:39 main:486] : INFO : Preparing Dataset
[2022-03-13 03:28:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-13 03:28:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-13 03:28:45 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-13 03:28:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-13 03:28:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-13 03:28:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-13 03:28:46 main:494] : INFO : Creating Model
[2022-03-13 03:28:46 main:507] : INFO : Preparing config file
[2022-03-13 03:28:46 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-13 03:28:46 main:512] : INFO : Loading config
[2022-03-13 03:28:46 main:514] : INFO : Loading state
[2022-03-13 03:28:52 main:559] : INFO : Loading DataLoader into Memory
[2022-03-13 03:28:52 main:562] : INFO : Starting Training
[2022-03-13 03:29:11 main:574] : INFO : Epoch 1872 | loss: 0.0314452 | val_loss: 0.0312482 | Time: 18387 ms
[2022-03-13 03:29:18 main:574] : INFO : Epoch 1873 | loss: 0.0312479 | val_loss: 0.0312284 | Time: 6547.27 ms
[2022-03-13 03:29:24 main:574] : INFO : Epoch 1874 | loss: 0.0312131 | val_loss: 0.031199 | Time: 6539.61 ms
[2022-03-13 03:29:31 main:574] : INFO : Epoch 1875 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 6550.13 ms
[2022-03-13 03:29:37 main:574] : INFO : Epoch 1876 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 6532.15 ms
[2022-03-13 03:29:44 main:574] : INFO : Epoch 1877 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 6553.48 ms
[2022-03-13 03:29:50 main:574] : INFO : Epoch 1878 | loss: 0.03119 | val_loss: 0.0311947 | Time: 6528.39 ms
[2022-03-13 03:29:57 main:574] : INFO : Epoch 1879 | loss: 0.0311878 | val_loss: 0.031193 | Time: 6550.71 ms
[2022-03-13 03:30:03 main:574] : INFO : Epoch 1880 | loss: 0.0311889 | val_loss: 0.0311931 | Time: 6542.32 ms
[2022-03-13 03:30:10 main:574] : INFO : Epoch 1881 | loss: 0.0311889 | val_loss: 0.0311978 | Time: 6522.72 ms
[2022-03-13 03:30:16 main:574] : INFO : Epoch 1882 | loss: 0.0311907 | val_loss: 0.0311936 | Time: 6547.88 ms
[2022-03-13 03:30:23 main:574] : INFO : Epoch 1883 | loss: 0.0311892 | val_loss: 0.0311951 | Time: 6565.84 ms
[2022-03-13 03:30:30 main:574] : INFO : Epoch 1884 | loss: 0.0311881 | val_loss: 0.0311932 | Time: 6525.66 ms
[2022-03-13 03:30:36 main:574] : INFO : Epoch 1885 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 6547.96 ms
[2022-03-13 03:30:43 main:574] : INFO : Epoch 1886 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 6545.77 ms
[2022-03-13 03:30:49 main:574] : INFO : Epoch 1887 | loss: 0.0311878 | val_loss: 0.0311949 | Time: 6533.52 ms
[2022-03-13 03:30:56 main:574] : INFO : Epoch 1888 | loss: 0.0311851 | val_loss: 0.0311932 | Time: 7022.77 ms
[2022-03-13 03:31:03 main:574] : INFO : Epoch 1889 | loss: 0.0311844 | val_loss: 0.031193 | Time: 6599.19 ms
[2022-03-13 03:31:09 main:574] : INFO : Epoch 1890 | loss: 0.0311839 | val_loss: 0.0311966 | Time: 6528.9 ms
[2022-03-13 03:31:16 main:574] : INFO : Epoch 1891 | loss: 0.0311848 | val_loss: 0.0311963 | Time: 6542.48 ms
[2022-03-13 03:31:22 main:574] : INFO : Epoch 1892 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 6565.29 ms
[2022-03-13 03:31:29 main:574] : INFO : Epoch 1893 | loss: 0.0311859 | val_loss: 0.0311928 | Time: 6569.76 ms
[2022-03-13 03:31:36 main:574] : INFO : Epoch 1894 | loss: 0.0311876 | val_loss: 0.0311953 | Time: 6534.58 ms
[2022-03-13 03:31:42 main:574] : INFO : Epoch 1895 | loss: 0.0311889 | val_loss: 0.0311996 | Time: 6560.18 ms
[2022-03-13 03:31:49 main:574] : INFO : Epoch 1896 | loss: 0.0311899 | val_loss: 0.031196 | Time: 6561.5 ms
[2022-03-13 03:31:55 main:574] : INFO : Epoch 1897 | loss: 0.0311955 | val_loss: 0.0311964 | Time: 6538.64 ms
[2022-03-13 03:32:02 main:574] : INFO : Epoch 1898 | loss: 0.031194 | val_loss: 0.0311945 | Time: 6550.67 ms
[2022-03-13 03:32:08 main:574] : INFO : Epoch 1899 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 6556.34 ms
[2022-03-13 03:32:15 main:574] : INFO : Epoch 1900 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 6520.55 ms
[2022-03-13 03:32:21 main:574] : INFO : Epoch 1901 | loss: 0.0311908 | val_loss: 0.0311957 | Time: 6545.04 ms
[2022-03-13 03:32:28 main:574] : INFO : Epoch 1902 | loss: 0.0311904 | val_loss: 0.0311929 | Time: 6533.01 ms
[2022-03-13 03:32:35 main:574] : INFO : Epoch 1903 | loss: 0.0311877 | val_loss: 0.031195 | Time: 6552.54 ms
[2022-03-13 03:32:41 main:574] : INFO : Epoch 1904 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 6543.3 ms
[2022-03-13 03:32:48 main:574] : INFO : Epoch 1905 | loss: 0.0311866 | val_loss: 0.0311946 | Time: 6546.38 ms
[2022-03-13 03:32:54 main:574] : INFO : Epoch 1906 | loss: 0.0311866 | val_loss: 0.0311934 | Time: 6567.97 ms
[2022-03-13 03:33:01 main:574] : INFO : Epoch 1907 | loss: 0.031186 | val_loss: 0.0311967 | Time: 6542.04 ms
[2022-03-13 03:33:07 main:574] : INFO : Epoch 1908 | loss: 0.031185 | val_loss: 0.0311932 | Time: 6547.15 ms
[2022-03-13 03:33:14 main:574] : INFO : Epoch 1909 | loss: 0.0311857 | val_loss: 0.0311941 | Time: 6550.51 ms
[2022-03-13 03:33:21 main:574] : INFO : Epoch 1910 | loss: 0.0311841 | val_loss: 0.0311929 | Time: 6528.57 ms
[2022-03-13 03:33:27 main:574] : INFO : Epoch 1911 | loss: 0.0311843 | val_loss: 0.0311954 | Time: 6558.78 ms
[2022-03-13 03:33:34 main:574] : INFO : Epoch 1912 | loss: 0.0311848 | val_loss: 0.031195 | Time: 6548.11 ms
[2022-03-13 03:33:40 main:574] : INFO : Epoch 1913 | loss: 0.0311835 | val_loss: 0.0311989 | Time: 6537.03 ms
[2022-03-13 03:33:47 main:574] : INFO : Epoch 1914 | loss: 0.0311839 | val_loss: 0.0311937 | Time: 6530.7 ms
[2022-03-13 03:33:53 main:574] : INFO : Epoch 1915 | loss: 0.0311826 | val_loss: 0.0311945 | Time: 6552.55 ms
[2022-03-13 03:34:00 main:574] : INFO : Epoch 1916 | loss: 0.0311824 | val_loss: 0.0311955 | Time: 6545.8 ms
[2022-03-13 03:34:06 main:574] : INFO : Epoch 1917 | loss: 0.0311828 | val_loss: 0.0311945 | Time: 6535.7 ms
[2022-03-13 03:34:13 main:574] : INFO : Epoch 1918 | loss: 0.031185 | val_loss: 0.0311965 | Time: 6543.2 ms
[2022-03-13 03:34:19 main:574] : INFO : Epoch 1919 | loss: 0.0311849 | val_loss: 0.031194 | Time: 6549.94 ms
[2022-03-13 03:34:26 main:574] : INFO : Epoch 1920 | loss: 0.0311844 | val_loss: 0.0311978 | Time: 6524.1 ms
[2022-03-13 03:34:33 main:574] : INFO : Epoch 1921 | loss: 0.0311846 | val_loss: 0.0311936 | Time: 6561.16 ms
[2022-03-13 03:34:39 main:574] : INFO : Epoch 1922 | loss: 0.0311831 | val_loss: 0.0311943 | Time: 6539.58 ms
[2022-03-13 03:34:46 main:574] : INFO : Epoch 1923 | loss: 0.0311869 | val_loss: 0.031198 | Time: 6539.5 ms
[2022-03-13 03:34:52 main:574] : INFO : Epoch 1924 | loss: 0.0311859 | val_loss: 0.0311953 | Time: 6527.75 ms
[2022-03-13 03:34:59 main:574] : INFO : Epoch 1925 | loss: 0.0311887 | val_loss: 0.031195 | Time: 6556.2 ms
[2022-03-13 03:35:05 main:574] : INFO : Epoch 1926 | loss: 0.0311908 | val_loss: 0.0311958 | Time: 6541.46 ms
[2022-03-13 03:35:12 main:574] : INFO : Epoch 1927 | loss: 0.031192 | val_loss: 0.0311919 | Time: 6542.22 ms
[2022-03-13 03:35:18 main:574] : INFO : Epoch 1928 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 6547.41 ms
[2022-03-13 03:35:25 main:574] : INFO : Epoch 1929 | loss: 0.0311878 | val_loss: 0.0311899 | Time: 6542.34 ms
[2022-03-13 03:35:31 main:574] : INFO : Epoch 1930 | loss: 0.0311886 | val_loss: 0.0311916 | Time: 6523.86 ms
[2022-03-13 03:35:38 main:574] : INFO : Epoch 1931 | loss: 0.0311887 | val_loss: 0.0311907 | Time: 6557.91 ms
[2022-03-13 03:35:45 main:574] : INFO : Epoch 1932 | loss: 0.0311894 | val_loss: 0.0311929 | Time: 6538.09 ms
[2022-03-13 03:35:51 main:574] : INFO : Epoch 1933 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 6535.1 ms
[2022-03-13 03:35:58 main:574] : INFO : Epoch 1934 | loss: 0.0311893 | val_loss: 0.0312035 | Time: 6650.79 ms
[2022-03-13 03:36:04 main:574] : INFO : Epoch 1935 | loss: 0.0312101 | val_loss: 0.0312164 | Time: 6542.62 ms
[2022-03-13 03:36:11 main:574] : INFO : Epoch 1936 | loss: 0.0312118 | val_loss: 0.0312111 | Time: 6536.96 ms
[2022-03-13 03:36:17 main:574] : INFO : Epoch 1937 | loss: 0.03121 | val_loss: 0.0312122 | Time: 6529.75 ms
[2022-03-13 03:36:24 main:574] : INFO : Epoch 1938 | loss: 0.0312086 | val_loss: 0.0312098 | Time: 6555.09 ms
[2022-03-13 03:36:31 main:574] : INFO : Epoch 1939 | loss: 0.0312076 | val_loss: 0.0312092 | Time: 6561.92 ms
[2022-03-13 03:36:37 main:574] : INFO : Epoch 1940 | loss: 0.0312052 | val_loss: 0.031207 | Time: 6530.01 ms
[2022-03-13 03:36:44 main:574] : INFO : Epoch 1941 | loss: 0.0312051 | val_loss: 0.0312068 | Time: 6546.92 ms
[2022-03-13 03:36:50 main:574] : INFO : Epoch 1942 | loss: 0.0312039 | val_loss: 0.0312076 | Time: 6545.7 ms
[2022-03-13 03:36:57 main:574] : INFO : Epoch 1943 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 6523.61 ms
[2022-03-13 03:37:03 main:574] : INFO : Epoch 1944 | loss: 0.0312039 | val_loss: 0.0312052 | Time: 6562.33 ms
[2022-03-13 03:37:10 main:574] : INFO : Epoch 1945 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 6546.85 ms
[2022-03-13 03:37:16 main:574] : INFO : Epoch 1946 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 6538.17 ms
[2022-03-13 03:37:23 main:574] : INFO : Epoch 1947 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 6539.64 ms
[2022-03-13 03:37:29 main:574] : INFO : Epoch 1948 | loss: 0.0312006 | val_loss: 0.0312048 | Time: 6549.86 ms
[2022-03-13 03:37:36 main:574] : INFO : Epoch 1949 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 6541.75 ms
[2022-03-13 03:37:43 main:574] : INFO : Epoch 1950 | loss: 0.0312 | val_loss: 0.0312031 | Time: 6610.59 ms
[2022-03-13 03:37:49 main:574] : INFO : Epoch 1951 | loss: 0.0311998 | val_loss: 0.0312047 | Time: 6641.26 ms
[2022-03-13 03:37:56 main:574] : INFO : Epoch 1952 | loss: 0.0311992 | val_loss: 0.031203 | Time: 6544.68 ms
[2022-03-13 03:38:02 main:574] : INFO : Epoch 1953 | loss: 0.0311986 | val_loss: 0.0312029 | Time: 6539.23 ms
[2022-03-13 03:38:09 main:574] : INFO : Epoch 1954 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 6549.8 ms
[2022-03-13 03:38:15 main:574] : INFO : Epoch 1955 | loss: 0.0311995 | val_loss: 0.031203 | Time: 6544.02 ms
[2022-03-13 03:38:22 main:574] : INFO : Epoch 1956 | loss: 0.0311989 | val_loss: 0.031201 | Time: 6531.01 ms
[2022-03-13 03:38:29 main:574] : INFO : Epoch 1957 | loss: 0.0311969 | val_loss: 0.0312009 | Time: 6539.48 ms
[2022-03-13 03:38:35 main:574] : INFO : Epoch 1958 | loss: 0.0311958 | val_loss: 0.0312014 | Time: 6576.75 ms
[2022-03-13 03:38:42 main:574] : INFO : Epoch 1959 | loss: 0.0311965 | val_loss: 0.0312007 | Time: 6535.37 ms
[2022-03-13 03:38:48 main:574] : INFO : Epoch 1960 | loss: 0.0311966 | val_loss: 0.0312023 | Time: 6531.35 ms
[2022-03-13 03:38:55 main:574] : INFO : Epoch 1961 | loss: 0.0311978 | val_loss: 0.0312024 | Time: 6540.25 ms
[2022-03-13 03:39:01 main:574] : INFO : Epoch 1962 | loss: 0.0311967 | val_loss: 0.0312034 | Time: 6561.86 ms
[2022-03-13 03:39:08 main:574] : INFO : Epoch 1963 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 6531.11 ms
[2022-03-13 03:39:14 main:574] : INFO : Epoch 1964 | loss: 0.0311943 | val_loss: 0.0312024 | Time: 6546.99 ms
[2022-03-13 03:39:21 main:574] : INFO : Epoch 1965 | loss: 0.0311947 | val_loss: 0.0312015 | Time: 6564.57 ms
[2022-03-13 03:39:27 main:574] : INFO : Epoch 1966 | loss: 0.0311944 | val_loss: 0.0312012 | Time: 6528.43 ms
[2022-03-13 03:39:34 main:574] : INFO : Epoch 1967 | loss: 0.0311952 | val_loss: 0.0312038 | Time: 6581.94 ms
[2022-03-13 03:39:41 main:574] : INFO : Epoch 1968 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 6547.62 ms
[2022-03-13 03:39:47 main:574] : INFO : Epoch 1969 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 6526.92 ms
[2022-03-13 03:39:54 main:574] : INFO : Epoch 1970 | loss: 0.0311946 | val_loss: 0.031203 | Time: 6542.62 ms
[2022-03-13 03:40:00 main:574] : INFO : Epoch 1971 | loss: 0.0311961 | val_loss: 0.031205 | Time: 6557.25 ms
[2022-03-13 03:40:07 main:574] : INFO : Epoch 1972 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 6533.28 ms
[2022-03-13 03:40:13 main:574] : INFO : Epoch 1973 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 6533.99 ms
[2022-03-13 03:40:20 main:574] : INFO : Epoch 1974 | loss: 0.0311915 | val_loss: 0.0312039 | Time: 6546.61 ms
[2022-03-13 03:40:26 main:574] : INFO : Epoch 1975 | loss: 0.031191 | val_loss: 0.0312017 | Time: 6541.14 ms
[2022-03-13 03:40:33 main:574] : INFO : Epoch 1976 | loss: 0.031192 | val_loss: 0.0312002 | Time: 6532.44 ms
[2022-03-13 03:40:40 main:574] : INFO : Epoch 1977 | loss: 0.0311921 | val_loss: 0.031211 | Time: 6538.9 ms
[2022-03-13 03:40:46 main:574] : INFO : Epoch 1978 | loss: 0.0311934 | val_loss: 0.0312039 | Time: 6545.97 ms
[2022-03-13 03:40:53 main:574] : INFO : Epoch 1979 | loss: 0.031191 | val_loss: 0.0312026 | Time: 6531.19 ms
[2022-03-13 03:40:59 main:574] : INFO : Epoch 1980 | loss: 0.03119 | val_loss: 0.0311999 | Time: 6668.15 ms
[2022-03-13 03:41:06 main:574] : INFO : Epoch 1981 | loss: 0.0311899 | val_loss: 0.0312014 | Time: 6544.12 ms
[2022-03-13 03:41:12 main:574] : INFO : Epoch 1982 | loss: 0.0311921 | val_loss: 0.0311996 | Time: 6554.27 ms
[2022-03-13 03:41:19 main:574] : INFO : Epoch 1983 | loss: 0.0311915 | val_loss: 0.0312011 | Time: 6548.71 ms
[2022-03-13 03:41:26 main:574] : INFO : Epoch 1984 | loss: 0.0311912 | val_loss: 0.0312047 | Time: 6542.36 ms
[2022-03-13 03:41:32 main:574] : INFO : Epoch 1985 | loss: 0.0311904 | val_loss: 0.0311999 | Time: 6545.96 ms
[2022-03-13 03:41:39 main:574] : INFO : Epoch 1986 | loss: 0.0311895 | val_loss: 0.0312045 | Time: 6528.05 ms
[2022-03-13 03:41:45 main:574] : INFO : Epoch 1987 | loss: 0.0311905 | val_loss: 0.0312 | Time: 6541.7 ms
[2022-03-13 03:41:52 main:574] : INFO : Epoch 1988 | loss: 0.0311916 | val_loss: 0.0312036 | Time: 6557.03 ms
[2022-03-13 03:41:58 main:574] : INFO : Epoch 1989 | loss: 0.0311892 | val_loss: 0.0312013 | Time: 6524.87 ms
[2022-03-13 03:42:05 main:574] : INFO : Epoch 1990 | loss: 0.0311891 | val_loss: 0.0312003 | Time: 6548.43 ms
[2022-03-13 03:42:11 main:574] : INFO : Epoch 1991 | loss: 0.0311929 | val_loss: 0.0312075 | Time: 6543.21 ms
[2022-03-13 03:42:18 main:574] : INFO : Epoch 1992 | loss: 0.0311904 | val_loss: 0.031199 | Time: 6550.27 ms
[2022-03-13 03:42:24 main:574] : INFO : Epoch 1993 | loss: 0.031188 | val_loss: 0.0312027 | Time: 6547.11 ms
[2022-03-13 03:42:31 main:574] : INFO : Epoch 1994 | loss: 0.0311907 | val_loss: 0.0312026 | Time: 6555.89 ms
[2022-03-13 03:42:38 main:574] : INFO : Epoch 1995 | loss: 0.031188 | val_loss: 0.0311998 | Time: 6536.41 ms
[2022-03-13 03:42:44 main:574] : INFO : Epoch 1996 | loss: 0.0311893 | val_loss: 0.0312021 | Time: 6544.39 ms
[2022-03-13 03:42:51 main:574] : INFO : Epoch 1997 | loss: 0.0311914 | val_loss: 0.0312012 | Time: 6584.86 ms
[2022-03-13 03:42:57 main:574] : INFO : Epoch 1998 | loss: 0.0311899 | val_loss: 0.0312022 | Time: 6545.45 ms
[2022-03-13 03:43:04 main:574] : INFO : Epoch 1999 | loss: 0.0311891 | val_loss: 0.0312035 | Time: 6520.45 ms
[2022-03-13 03:43:10 main:574] : INFO : Epoch 2000 | loss: 0.03119 | val_loss: 0.0312075 | Time: 6546.01 ms
[2022-03-13 03:43:17 main:574] : INFO : Epoch 2001 | loss: 0.0311896 | val_loss: 0.0312016 | Time: 6560.66 ms
[2022-03-13 03:43:24 main:574] : INFO : Epoch 2002 | loss: 0.0311871 | val_loss: 0.0312011 | Time: 7065.81 ms
[2022-03-13 03:43:32 main:574] : INFO : Epoch 2003 | loss: 0.0311869 | val_loss: 0.0312063 | Time: 7854.09 ms
[2022-03-13 03:43:48 main:574] : INFO : Epoch 2004 | loss: 0.0311884 | val_loss: 0.0311995 | Time: 16584.4 ms
[2022-03-13 03:43:55 main:574] : INFO : Epoch 2005 | loss: 0.0311876 | val_loss: 0.0312021 | Time: 6529.96 ms
[2022-03-13 03:44:02 main:574] : INFO : Epoch 2006 | loss: 0.0311882 | val_loss: 0.0312033 | Time: 6554.44 ms
[2022-03-13 03:44:08 main:574] : INFO : Epoch 2007 | loss: 0.0311878 | val_loss: 0.0312027 | Time: 6521.01 ms
[2022-03-13 03:44:15 main:574] : INFO : Epoch 2008 | loss: 0.0311885 | val_loss: 0.0312054 | Time: 6531.3 ms
[2022-03-13 03:44:21 main:574] : INFO : Epoch 2009 | loss: 0.0311915 | val_loss: 0.031201 | Time: 6531.09 ms
[2022-03-13 03:44:28 main:574] : INFO : Epoch 2010 | loss: 0.0311865 | val_loss: 0.0312031 | Time: 6549.2 ms
[2022-03-13 03:44:34 main:574] : INFO : Epoch 2011 | loss: 0.0311871 | val_loss: 0.0312063 | Time: 6503.14 ms
[2022-03-13 03:44:41 main:574] : INFO : Epoch 2012 | loss: 0.0311898 | val_loss: 0.0311993 | Time: 6552.54 ms
[2022-03-13 03:44:47 main:574] : INFO : Epoch 2013 | loss: 0.0311867 | val_loss: 0.0312034 | Time: 6547.67 ms
[2022-03-13 03:44:54 main:574] : INFO : Epoch 2014 | loss: 0.0311868 | val_loss: 0.0312028 | Time: 6520.65 ms
[2022-03-13 03:45:00 main:574] : INFO : Epoch 2015 | loss: 0.0311867 | val_loss: 0.0312029 | Time: 6525.12 ms
[2022-03-13 03:45:07 main:574] : INFO : Epoch 2016 | loss: 0.0311874 | val_loss: 0.0311996 | Time: 6548.99 ms
[2022-03-13 03:45:13 main:574] : INFO : Epoch 2017 | loss: 0.0311858 | val_loss: 0.0312009 | Time: 6510.17 ms
[2022-03-13 03:45:20 main:574] : INFO : Epoch 2018 | loss: 0.0311859 | val_loss: 0.0312023 | Time: 6522.13 ms
[2022-03-13 03:45:27 main:574] : INFO : Epoch 2019 | loss: 0.0311869 | val_loss: 0.0312028 | Time: 6531.16 ms
[2022-03-13 03:45:33 main:574] : INFO : Epoch 2020 | loss: 0.0311896 | val_loss: 0.0312018 | Time: 6540.15 ms
[2022-03-13 03:45:40 main:574] : INFO : Epoch 2021 | loss: 0.0311872 | val_loss: 0.0312046 | Time: 6511.17 ms
[2022-03-13 03:45:46 main:574] : INFO : Epoch 2022 | loss: 0.0311868 | val_loss: 0.0312001 | Time: 6541.25 ms
[2022-03-13 03:45:53 main:574] : INFO : Epoch 2023 | loss: 0.031187 | val_loss: 0.0312009 | Time: 6543.59 ms
[2022-03-13 03:45:59 main:574] : INFO : Epoch 2024 | loss: 0.031187 | val_loss: 0.0312006 | Time: 6608.63 ms
[2022-03-13 03:46:06 main:574] : INFO : Epoch 2025 | loss: 0.0311852 | val_loss: 0.0312 | Time: 6542.94 ms
[2022-03-13 03:46:12 main:574] : INFO : Epoch 2026 | loss: 0.0311853 | val_loss: 0.0311999 | Time: 6527.16 ms
[2022-03-13 03:46:19 main:574] : INFO : Epoch 2027 | loss: 0.0311842 | val_loss: 0.0312048 | Time: 6519.92 ms
[2022-03-13 03:46:25 main:574] : INFO : Epoch 2028 | loss: 0.0311856 | val_loss: 0.0312011 | Time: 6530.87 ms
[2022-03-13 03:46:32 main:574] : INFO : Epoch 2029 | loss: 0.0311891 | val_loss: 0.0312027 | Time: 6536.77 ms
[2022-03-13 03:46:39 main:574] : INFO : Epoch 2030 | loss: 0.0311897 | val_loss: 0.0312035 | Time: 6541.57 ms
[2022-03-13 03:46:45 main:574] : INFO : Epoch 2031 | loss: 0.0311879 | val_loss: 0.0311999 | Time: 6501.99 ms
[2022-03-13 03:46:52 main:574] : INFO : Epoch 2032 | loss: 0.0311866 | val_loss: 0.0312006 | Time: 6538.45 ms
[2022-03-13 03:46:58 main:574] : INFO : Epoch 2033 | loss: 0.0311867 | val_loss: 0.0312001 | Time: 6571.08 ms
[2022-03-13 03:47:05 main:574] : INFO : Epoch 2034 | loss: 0.0311867 | val_loss: 0.0312028 | Time: 6530.79 ms
[2022-03-13 03:47:11 main:574] : INFO : Epoch 2035 | loss: 0.031188 | val_loss: 0.0312039 | Time: 6537.34 ms
[2022-03-13 03:47:18 main:574] : INFO : Epoch 2036 | loss: 0.0311844 | val_loss: 0.0311994 | Time: 6522.91 ms
[2022-03-13 03:47:24 main:574] : INFO : Epoch 2037 | loss: 0.0311852 | val_loss: 0.0311987 | Time: 6513.24 ms
[2022-03-13 03:47:31 main:574] : INFO : Epoch 2038 | loss: 0.0311842 | val_loss: 0.0311996 | Time: 6523.07 ms
[2022-03-13 03:47:37 main:574] : INFO : Epoch 2039 | loss: 0.0311856 | val_loss: 0.0312033 | Time: 6534.01 ms
[2022-03-13 03:47:44 main:574] : INFO : Epoch 2040 | loss: 0.0311893 | val_loss: 0.0312022 | Time: 6517.63 ms
[2022-03-13 03:47:50 main:574] : INFO : Epoch 2041 | loss: 0.0311863 | val_loss: 0.0312005 | Time: 6510.08 ms
[2022-03-13 03:47:57 main:574] : INFO : Epoch 2042 | loss: 0.0311833 | val_loss: 0.0311996 | Time: 6535.16 ms
[2022-03-13 03:48:03 main:574] : INFO : Epoch 2043 | loss: 0.0311835 | val_loss: 0.0311993 | Time: 6536.04 ms
[2022-03-13 03:48:10 main:574] : INFO : Epoch 2044 | loss: 0.031184 | val_loss: 0.0311992 | Time: 6525.94 ms
[2022-03-13 03:48:17 main:574] : INFO : Epoch 2045 | loss: 0.0311828 | val_loss: 0.0311988 | Time: 6540.72 ms
[2022-03-13 03:48:23 main:574] : INFO : Epoch 2046 | loss: 0.0311853 | val_loss: 0.0312017 | Time: 6522.45 ms
[2022-03-13 03:48:30 main:574] : INFO : Epoch 2047 | loss: 0.031184 | val_loss: 0.0312 | Time: 6508.44 ms
[2022-03-13 03:48:36 main:574] : INFO : Epoch 2048 | loss: 0.031183 | val_loss: 0.0311987 | Time: 6530.36 ms
[2022-03-13 03:48:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311987
[2022-03-13 03:48:36 main:603] : INFO : Saving end state to config to file
[2022-03-13 03:48:36 main:608] : INFO : Success, exiting..
03:48:36 (7504): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)