Task 14404257
| Name | ParityModified-1647047321-15441-3-0_0 |
| Workunit | 11448066 |
| Created | 5 Apr 2022, 22:32:28 UTC |
| Sent | 10 Apr 2022, 19:41:45 UTC |
| Report deadline | 18 Apr 2022, 19:41:45 UTC |
| Received | 12 Apr 2022, 15:04:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 5 hours 54 min 44 sec |
| CPU time | 3 hours 48 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04-11 12:32:27 main:574] : INFO : Epoch 1579 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 9444.76 ms [2022-04-11 12:32:38 main:574] : INFO : Epoch 1580 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 11105.4 ms [2022-04-11 12:32:48 main:574] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 10031.4 ms [2022-04-11 12:32:58 main:574] : INFO : Epoch 1582 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 10107.8 ms [2022-04-11 12:33:08 main:574] : INFO : Epoch 1583 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 9841.2 ms [2022-04-11 12:33:19 main:574] : INFO : Epoch 1584 | loss: 0.0311769 | val_loss: 0.0311856 | Time: 10602 ms [2022-04-11 12:33:28 main:574] : INFO : Epoch 1585 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 9679.03 ms [2022-04-11 12:33:40 main:574] : INFO : Epoch 1586 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 11901 ms [2022-04-11 12:33:50 main:574] : INFO : Epoch 1587 | loss: 0.031175 | val_loss: 0.0311817 | Time: 9798.46 ms [2022-04-11 12:34:01 main:574] : INFO : Epoch 1588 | loss: 0.0311754 | val_loss: 0.031183 | Time: 10512 ms [2022-04-11 12:34:11 main:574] : INFO : Epoch 1589 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 10541.5 ms [2022-04-11 12:34:22 main:574] : INFO : Epoch 1590 | loss: 0.0311764 | val_loss: 0.0311867 | Time: 10761.9 ms [2022-04-11 12:34:32 main:574] : INFO : Epoch 1591 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 10522.1 ms [2022-04-11 12:34:42 main:574] : INFO : Epoch 1592 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 9857.91 ms [2022-04-11 12:34:53 main:574] : INFO : Epoch 1593 | loss: 0.031176 | val_loss: 0.031182 | Time: 10236.9 ms [2022-04-11 12:35:02 main:574] : INFO : Epoch 1594 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 9526.26 ms [2022-04-11 12:35:14 main:574] : INFO : Epoch 1595 | loss: 0.0311753 | val_loss: 0.0311824 | Time: 11963.5 ms [2022-04-11 12:35:26 main:574] : INFO : Epoch 1596 | loss: 0.0311753 | val_loss: 0.0311815 | Time: 12108 ms [2022-04-11 12:35:37 main:574] : INFO : Epoch 1597 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 10642.6 ms [2022-04-11 12:35:47 main:574] : INFO : Epoch 1598 | loss: 0.0311753 | val_loss: 0.031182 | Time: 10231.7 ms [2022-04-11 12:35:58 main:574] : INFO : Epoch 1599 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 10601.4 ms [2022-04-11 12:36:11 main:574] : INFO : Epoch 1600 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 12914 ms [2022-04-11 12:36:22 main:574] : INFO : Epoch 1601 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 11756 ms [2022-04-11 12:36:33 main:574] : INFO : Epoch 1602 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 10876 ms [2022-04-11 12:36:44 main:574] : INFO : Epoch 1603 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 11127.3 ms [2022-04-11 12:36:55 main:574] : INFO : Epoch 1604 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 10138.2 ms [2022-04-11 12:37:05 main:574] : INFO : Epoch 1605 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 10550.7 ms [2022-04-11 12:37:15 main:574] : INFO : Epoch 1606 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 9848.16 ms [2022-04-11 12:37:26 main:574] : INFO : Epoch 1607 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 11137.5 ms [2022-04-11 12:37:39 main:574] : INFO : Epoch 1608 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 13323.1 ms [2022-04-11 12:37:50 main:574] : INFO : Epoch 1609 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 10969.5 ms [2022-04-11 12:38:01 main:574] : INFO : Epoch 1610 | loss: 0.0311766 | val_loss: 0.0311823 | Time: 10293 ms [2022-04-11 12:38:12 main:574] : INFO : Epoch 1611 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 11049.6 ms [2022-04-11 12:38:23 main:574] : INFO : Epoch 1612 | loss: 0.031175 | val_loss: 0.0311824 | Time: 10993.1 ms [2022-04-11 12:38:33 main:574] : INFO : Epoch 1613 | loss: 0.031175 | val_loss: 0.0311853 | Time: 9881.27 ms [2022-04-11 12:38:46 main:574] : INFO : Epoch 1614 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 12853.2 ms [2022-04-11 12:38:55 main:574] : INFO : Epoch 1615 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 9885.53 ms [2022-04-11 12:39:06 main:574] : INFO : Epoch 1616 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 10743.9 ms [2022-04-11 12:39:16 main:574] : INFO : Epoch 1617 | loss: 0.031177 | val_loss: 0.0311837 | Time: 9315.75 ms [2022-04-11 12:39:27 main:574] : INFO : Epoch 1618 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 11290.3 ms [2022-04-11 12:39:37 main:574] : INFO : Epoch 1619 | loss: 0.031175 | val_loss: 0.0311818 | Time: 10205.5 ms [2022-04-11 12:39:49 main:574] : INFO : Epoch 1620 | loss: 0.0311747 | val_loss: 0.0311814 | Time: 11498.5 ms [2022-04-11 12:39:59 main:574] : INFO : Epoch 1621 | loss: 0.031176 | val_loss: 0.031183 | Time: 10659.8 ms [2022-04-11 12:40:11 main:574] : INFO : Epoch 1622 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 11818.2 ms [2022-04-11 12:40:21 main:574] : INFO : Epoch 1623 | loss: 0.031175 | val_loss: 0.0311806 | Time: 9934.02 ms [2022-04-11 12:40:32 main:574] : INFO : Epoch 1624 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 10636 ms [2022-04-11 12:40:42 main:574] : INFO : Epoch 1625 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 10738.8 ms [2022-04-11 12:40:53 main:574] : INFO : Epoch 1626 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 10249.9 ms [2022-04-11 12:41:03 main:574] : INFO : Epoch 1627 | loss: 0.0311742 | val_loss: 0.031183 | Time: 10781.5 ms [2022-04-11 12:41:14 main:574] : INFO : Epoch 1628 | loss: 0.0311744 | val_loss: 0.0311842 | Time: 10845.8 ms [2022-04-11 12:41:24 main:574] : INFO : Epoch 1629 | loss: 0.0311738 | val_loss: 0.0311836 | Time: 9462.07 ms [2022-04-11 12:41:33 main:574] : INFO : Epoch 1630 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 9716.53 ms [2022-04-11 12:41:44 main:574] : INFO : Epoch 1631 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 10985.2 ms [2022-04-11 12:41:55 main:574] : INFO : Epoch 1632 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 10912.2 ms [2022-04-11 12:42:07 main:574] : INFO : Epoch 1633 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 11497.8 ms [2022-04-11 12:42:16 main:574] : INFO : Epoch 1634 | loss: 0.0311741 | val_loss: 0.031182 | Time: 9203.22 ms [2022-04-11 12:42:26 main:574] : INFO : Epoch 1635 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 10317.2 ms [2022-04-11 12:42:38 main:574] : INFO : Epoch 1636 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 11566.1 ms [2022-04-11 12:42:48 main:574] : INFO : Epoch 1637 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 10138.7 ms [2022-04-11 12:42:59 main:574] : INFO : Epoch 1638 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 11198.2 ms [2022-04-11 12:43:10 main:574] : INFO : Epoch 1639 | loss: 0.031178 | val_loss: 0.0311856 | Time: 10041.1 ms [2022-04-11 12:43:19 main:574] : INFO : Epoch 1640 | loss: 0.0311788 | val_loss: 0.0311842 | Time: 9658.54 ms [2022-04-11 12:43:29 main:574] : INFO : Epoch 1641 | loss: 0.0311784 | val_loss: 0.0311839 | Time: 9664.46 ms [2022-04-11 12:43:40 main:574] : INFO : Epoch 1642 | loss: 0.0311778 | val_loss: 0.031183 | Time: 10846.7 ms [2022-04-11 12:43:50 main:574] : INFO : Epoch 1643 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 10080.3 ms [2022-04-11 12:44:00 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 10125.6 ms [2022-04-11 12:44:09 main:574] : INFO : Epoch 1645 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 8678.17 ms [2022-04-11 12:44:18 main:574] : INFO : Epoch 1646 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 9365.98 ms [2022-04-11 12:44:27 main:574] : INFO : Epoch 1647 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 9188.92 ms [2022-04-11 12:44:39 main:574] : INFO : Epoch 1648 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 12243.1 ms [2022-04-11 12:44:49 main:574] : INFO : Epoch 1649 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 9390.74 ms [2022-04-11 12:44:59 main:574] : INFO : Epoch 1650 | loss: 0.0311762 | val_loss: 0.0311832 | Time: 9742.37 ms [2022-04-11 12:45:09 main:574] : INFO : Epoch 1651 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 10518.7 ms [2022-04-11 12:45:19 main:574] : INFO : Epoch 1652 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 9775.14 ms [2022-04-11 12:45:28 main:574] : INFO : Epoch 1653 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 9416.77 ms [2022-04-11 12:45:38 main:574] : INFO : Epoch 1654 | loss: 0.03118 | val_loss: 0.0311838 | Time: 9689.72 ms [2022-04-11 12:45:48 main:574] : INFO : Epoch 1655 | loss: 0.0311791 | val_loss: 0.0311868 | Time: 10072.1 ms [2022-04-11 12:45:59 main:574] : INFO : Epoch 1656 | loss: 0.031177 | val_loss: 0.0311839 | Time: 10811.8 ms [2022-04-11 12:46:12 main:574] : INFO : Epoch 1657 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 13050.6 ms [2022-04-11 12:46:24 main:574] : INFO : Epoch 1658 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 12197.3 ms [2022-04-11 12:46:35 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 10708.4 ms [2022-04-11 12:46:45 main:574] : INFO : Epoch 1660 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 10035.2 ms [2022-04-11 12:46:56 main:574] : INFO : Epoch 1661 | loss: 0.0311797 | val_loss: 0.031184 | Time: 10438.4 ms [2022-04-11 12:47:05 main:574] : INFO : Epoch 1662 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 9652.02 ms [2022-04-11 12:47:16 main:574] : INFO : Epoch 1663 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 10818.8 ms [2022-04-11 12:47:25 main:574] : INFO : Epoch 1664 | loss: 0.0311773 | val_loss: 0.0311892 | Time: 8995.3 ms [2022-04-11 12:47:36 main:574] : INFO : Epoch 1665 | loss: 0.0311807 | val_loss: 0.0311898 | Time: 10519.5 ms [2022-04-11 12:47:46 main:574] : INFO : Epoch 1666 | loss: 0.0311805 | val_loss: 0.0311884 | Time: 10307 ms [2022-04-11 12:47:56 main:574] : INFO : Epoch 1667 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 9841.82 ms [2022-04-11 12:48:06 main:574] : INFO : Epoch 1668 | loss: 0.031178 | val_loss: 0.031183 | Time: 10190.5 ms [2022-04-11 12:48:17 main:574] : INFO : Epoch 1669 | loss: 0.031179 | val_loss: 0.0311863 | Time: 10640 ms [2022-04-11 12:48:26 main:574] : INFO : Epoch 1670 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 9204.83 ms [2022-04-11 12:48:37 main:574] : INFO : Epoch 1671 | loss: 0.0311773 | val_loss: 0.0311857 | Time: 11237.3 ms [2022-04-11 12:48:47 main:574] : INFO : Epoch 1672 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 10435.4 ms [2022-04-11 12:48:58 main:574] : INFO : Epoch 1673 | loss: 0.0311777 | val_loss: 0.031187 | Time: 9791.95 ms [2022-04-11 12:49:09 main:574] : INFO : Epoch 1674 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 10871.8 ms [2022-04-11 12:49:20 main:574] : INFO : Epoch 1675 | loss: 0.0311776 | val_loss: 0.0311849 | Time: 11147.7 ms [2022-04-11 12:49:31 main:574] : INFO : Epoch 1676 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 10904.9 ms [2022-04-11 12:49:41 main:574] : INFO : Epoch 1677 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 10331.8 ms [2022-04-11 12:49:51 main:574] : INFO : Epoch 1678 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 10095.5 ms [2022-04-11 12:50:03 main:574] : INFO : Epoch 1679 | loss: 0.0311767 | val_loss: 0.0311899 | Time: 11420.5 ms [2022-04-11 12:50:16 main:574] : INFO : Epoch 1680 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 13584.2 ms [2022-04-11 12:50:27 main:574] : INFO : Epoch 1681 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 10590.8 ms [2022-04-11 12:50:38 main:574] : INFO : Epoch 1682 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 11089.5 ms [2022-04-11 12:50:48 main:574] : INFO : Epoch 1683 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 10365.2 ms [2022-04-11 12:50:58 main:574] : INFO : Epoch 1684 | loss: 0.0311753 | val_loss: 0.0311848 | Time: 9210.92 ms [2022-04-11 12:51:08 main:574] : INFO : Epoch 1685 | loss: 0.0311765 | val_loss: 0.0311859 | Time: 9957.31 ms [2022-04-11 12:51:19 main:574] : INFO : Epoch 1686 | loss: 0.031177 | val_loss: 0.0311876 | Time: 11726.8 ms [2022-04-11 12:51:30 main:574] : INFO : Epoch 1687 | loss: 0.0311787 | val_loss: 0.031185 | Time: 10284.2 ms [2022-04-11 12:51:40 main:574] : INFO : Epoch 1688 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 10773.8 ms [2022-04-11 12:51:52 main:574] : INFO : Epoch 1689 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 11166.6 ms [2022-04-11 12:52:02 main:574] : INFO : Epoch 1690 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 10001.4 ms [2022-04-11 12:52:12 main:574] : INFO : Epoch 1691 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 10330.3 ms [2022-04-11 12:52:22 main:574] : INFO : Epoch 1692 | loss: 0.031174 | val_loss: 0.0311847 | Time: 10025.3 ms [2022-04-11 12:52:33 main:574] : INFO : Epoch 1693 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 10985.3 ms [2022-04-11 12:52:44 main:574] : INFO : Epoch 1694 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 11492.2 ms [2022-04-11 12:52:55 main:574] : INFO : Epoch 1695 | loss: 0.0311747 | val_loss: 0.0311862 | Time: 10344.5 ms [2022-04-11 12:53:05 main:574] : INFO : Epoch 1696 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 10671.6 ms [2022-04-11 12:53:15 main:574] : INFO : Epoch 1697 | loss: 0.0311741 | val_loss: 0.031185 | Time: 9129.47 ms [2022-04-11 12:53:26 main:574] : INFO : Epoch 1698 | loss: 0.0311757 | val_loss: 0.0311902 | Time: 10965.2 ms [2022-04-11 12:53:36 main:574] : INFO : Epoch 1699 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 10440.3 ms [2022-04-11 12:53:45 main:574] : INFO : Epoch 1700 | loss: 0.0311741 | val_loss: 0.031184 | Time: 9446.96 ms [2022-04-11 12:53:56 main:574] : INFO : Epoch 1701 | loss: 0.0311745 | val_loss: 0.031185 | Time: 10397.2 ms [2022-04-11 12:54:06 main:574] : INFO : Epoch 1702 | loss: 0.0311749 | val_loss: 0.031187 | Time: 9754.19 ms [2022-04-11 12:54:17 main:574] : INFO : Epoch 1703 | loss: 0.0311726 | val_loss: 0.031185 | Time: 10997.8 ms [2022-04-11 12:54:26 main:574] : INFO : Epoch 1704 | loss: 0.0311728 | val_loss: 0.0311852 | Time: 9436.12 ms [2022-04-11 12:54:38 main:574] : INFO : Epoch 1705 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 12401.8 ms [2022-04-11 12:54:48 main:574] : INFO : Epoch 1706 | loss: 0.0311732 | val_loss: 0.0311862 | Time: 9920.59 ms [2022-04-11 12:54:58 main:574] : INFO : Epoch 1707 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 9879.33 ms [2022-04-11 12:55:08 main:574] : INFO : Epoch 1708 | loss: 0.0311717 | val_loss: 0.0311847 | Time: 10075.8 ms [2022-04-11 12:55:19 main:574] : INFO : Epoch 1709 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 10303 ms [2022-04-11 12:55:29 main:574] : INFO : Epoch 1710 | loss: 0.0311727 | val_loss: 0.0311865 | Time: 10504.1 ms [2022-04-11 12:55:40 main:574] : INFO : Epoch 1711 | loss: 0.0311727 | val_loss: 0.0311862 | Time: 10883.3 ms [2022-04-11 12:55:50 main:574] : INFO : Epoch 1712 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 10048.7 ms [2022-04-11 12:56:00 main:574] : INFO : Epoch 1713 | loss: 0.031172 | val_loss: 0.0311878 | Time: 10213.2 ms [2022-04-11 12:56:11 main:574] : INFO : Epoch 1714 | loss: 0.0311725 | val_loss: 0.0311837 | Time: 10457.2 ms [2022-04-11 12:56:22 main:574] : INFO : Epoch 1715 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 10766.8 ms [2022-04-11 12:56:31 main:574] : INFO : Epoch 1716 | loss: 0.0311719 | val_loss: 0.0311853 | Time: 9533.22 ms [2022-04-11 12:56:42 main:574] : INFO : Epoch 1717 | loss: 0.031173 | val_loss: 0.0311825 | Time: 11137.4 ms [2022-04-11 12:56:53 main:574] : INFO : Epoch 1718 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 10250.2 ms [2022-04-11 12:57:07 main:574] : INFO : Epoch 1719 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 14792.6 ms [2022-04-11 12:57:22 main:574] : INFO : Epoch 1720 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 15103.7 ms [2022-04-11 12:57:42 main:574] : INFO : Epoch 1721 | loss: 0.0311768 | val_loss: 0.0311847 | Time: 19668.3 ms [2022-04-11 12:57:58 main:574] : INFO : Epoch 1722 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 15513.3 ms [2022-04-11 12:58:13 main:574] : INFO : Epoch 1723 | loss: 0.031176 | val_loss: 0.0311862 | Time: 15602.1 ms [2022-04-11 12:58:33 main:574] : INFO : Epoch 1724 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 19268.6 ms [2022-04-11 12:58:52 main:574] : INFO : Epoch 1725 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 19549.9 ms [2022-04-11 12:59:03 main:574] : INFO : Epoch 1726 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 11087 ms [2022-04-11 12:59:14 main:574] : INFO : Epoch 1727 | loss: 0.031177 | val_loss: 0.0311873 | Time: 10337.3 ms [2022-04-11 12:59:25 main:574] : INFO : Epoch 1728 | loss: 0.0311764 | val_loss: 0.0311864 | Time: 11139.8 ms [2022-04-11 12:59:35 main:574] : INFO : Epoch 1729 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 9947.96 ms [2022-04-11 12:59:45 main:574] : INFO : Epoch 1730 | loss: 0.0311757 | val_loss: 0.0311892 | Time: 10076.7 ms [2022-04-11 12:59:56 main:574] : INFO : Epoch 1731 | loss: 0.0311766 | val_loss: 0.0311873 | Time: 10975.4 ms [2022-04-11 13:00:06 main:574] : INFO : Epoch 1732 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 10654.5 ms [2022-04-11 13:00:16 main:574] : INFO : Epoch 1733 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 9778.03 ms [2022-04-11 13:00:28 main:574] : INFO : Epoch 1734 | loss: 0.0311748 | val_loss: 0.0311851 | Time: 12156.7 ms [2022-04-11 13:00:39 main:574] : INFO : Epoch 1735 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 10832.2 ms [2022-04-11 13:00:49 main:574] : INFO : Epoch 1736 | loss: 0.0311743 | val_loss: 0.031184 | Time: 9762.15 ms [2022-04-11 13:01:00 main:574] : INFO : Epoch 1737 | loss: 0.0311732 | val_loss: 0.0311851 | Time: 10991.4 ms [2022-04-11 13:01:11 main:574] : INFO : Epoch 1738 | loss: 0.0311739 | val_loss: 0.0311894 | Time: 11497.9 ms [2022-04-11 13:01:22 main:574] : INFO : Epoch 1739 | loss: 0.0311735 | val_loss: 0.0311869 | Time: 10359.6 ms [2022-04-11 13:01:32 main:574] : INFO : Epoch 1740 | loss: 0.0311744 | val_loss: 0.0311851 | Time: 10159.4 ms [2022-04-11 13:01:43 main:574] : INFO : Epoch 1741 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 11295.6 ms [2022-04-11 13:01:54 main:574] : INFO : Epoch 1742 | loss: 0.0311739 | val_loss: 0.0311867 | Time: 11173.6 ms [2022-04-11 13:02:04 main:574] : INFO : Epoch 1743 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 9141.71 ms [2022-04-11 13:02:14 main:574] : INFO : Epoch 1744 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 10503.3 ms [2022-04-11 13:02:24 main:574] : INFO : Epoch 1745 | loss: 0.0311776 | val_loss: 0.0311872 | Time: 9942.95 ms [2022-04-11 13:02:35 main:574] : INFO : Epoch 1746 | loss: 0.0311766 | val_loss: 0.0311854 | Time: 11129.2 ms [2022-04-11 13:02:47 main:574] : INFO : Epoch 1747 | loss: 0.0311743 | val_loss: 0.0311832 | Time: 11782.9 ms [2022-04-11 13:02:57 main:574] : INFO : Epoch 1748 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 9785.84 ms [2022-04-11 13:03:07 main:574] : INFO : Epoch 1749 | loss: 0.0311758 | val_loss: 0.0311849 | Time: 10721.7 ms [2022-04-11 13:03:18 main:574] : INFO : Epoch 1750 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 10604.1 ms [2022-04-11 13:03:29 main:574] : INFO : Epoch 1751 | loss: 0.0311731 | val_loss: 0.0311881 | Time: 10617 ms [2022-04-11 13:03:40 main:574] : INFO : Epoch 1752 | loss: 0.0311744 | val_loss: 0.0311883 | Time: 11058.1 ms [2022-04-11 13:03:49 main:574] : INFO : Epoch 1753 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 9419.84 ms [2022-04-11 13:03:59 main:574] : INFO : Epoch 1754 | loss: 0.0311742 | val_loss: 0.0311851 | Time: 10033.2 ms [2022-04-11 13:04:11 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311867 | Time: 12020.5 ms [2022-04-11 13:04:21 main:574] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.031183 | Time: 9704 ms [2022-04-11 13:04:32 main:574] : INFO : Epoch 1757 | loss: 0.0311737 | val_loss: 0.0311857 | Time: 10978.1 ms [2022-04-11 13:04:43 main:574] : INFO : Epoch 1758 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 11156.2 ms [2022-04-11 13:04:54 main:574] : INFO : Epoch 1759 | loss: 0.0311746 | val_loss: 0.0311868 | Time: 10454.9 ms [2022-04-11 13:05:05 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311871 | Time: 11268.8 ms [2022-04-11 13:05:19 main:574] : INFO : Epoch 1761 | loss: 0.0311753 | val_loss: 0.031184 | Time: 13842.7 ms [2022-04-11 13:05:28 main:574] : INFO : Epoch 1762 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 9326.24 ms [2022-04-11 13:05:40 main:574] : INFO : Epoch 1763 | loss: 0.031174 | val_loss: 0.0311844 | Time: 11555.7 ms [2022-04-11 13:05:49 main:574] : INFO : Epoch 1764 | loss: 0.0311732 | val_loss: 0.0311866 | Time: 9773.89 ms [2022-04-11 13:06:00 main:574] : INFO : Epoch 1765 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 10416.7 ms [2022-04-11 13:06:11 main:574] : INFO : Epoch 1766 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 11530.5 ms [2022-04-11 13:06:22 main:574] : INFO : Epoch 1767 | loss: 0.0311743 | val_loss: 0.0311857 | Time: 10187.6 ms [2022-04-11 13:06:32 main:574] : INFO : Epoch 1768 | loss: 0.0311741 | val_loss: 0.0311906 | Time: 10257.7 ms [2022-04-11 13:06:44 main:574] : INFO : Epoch 1769 | loss: 0.0311766 | val_loss: 0.0311893 | Time: 12324.1 ms [2022-04-11 13:06:56 main:574] : INFO : Epoch 1770 | loss: 0.0311778 | val_loss: 0.0311863 | Time: 12048.8 ms [2022-04-11 13:07:08 main:574] : INFO : Epoch 1771 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 11161.9 ms [2022-04-11 13:07:19 main:574] : INFO : Epoch 1772 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 11405.6 ms [2022-04-11 13:07:29 main:574] : INFO : Epoch 1773 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 10457.1 ms [2022-04-11 13:07:40 main:574] : INFO : Epoch 1774 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 10990.1 ms [2022-04-11 13:07:52 main:574] : INFO : Epoch 1775 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 11719.8 ms [2022-04-11 13:08:03 main:574] : INFO : Epoch 1776 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 10783.3 ms [2022-04-11 13:08:13 main:574] : INFO : Epoch 1777 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 9835.33 ms [2022-04-11 13:08:23 main:574] : INFO : Epoch 1778 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 10398.4 ms [2022-04-11 13:08:35 main:574] : INFO : Epoch 1779 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 11291.1 ms [2022-04-11 13:08:46 main:574] : INFO : Epoch 1780 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 11686.2 ms [2022-04-11 13:08:56 main:574] : INFO : Epoch 1781 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 10237.3 ms [2022-04-11 13:09:06 main:574] : INFO : Epoch 1782 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 9848.18 ms [2022-04-11 13:09:17 main:574] : INFO : Epoch 1783 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 11087.3 ms [2022-04-11 13:09:27 main:574] : INFO : Epoch 1784 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 9733.17 ms [2022-04-11 13:09:38 main:574] : INFO : Epoch 1785 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 10366 ms [2022-04-11 13:09:48 main:574] : INFO : Epoch 1786 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 10500.3 ms [2022-04-11 13:09:57 main:574] : INFO : Epoch 1787 | loss: 0.0311751 | val_loss: 0.031187 | Time: 8878.94 ms [2022-04-11 13:10:07 main:574] : INFO : Epoch 1788 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 10449.9 ms [2022-04-11 13:10:18 main:574] : INFO : Epoch 1789 | loss: 0.0311753 | val_loss: 0.0311878 | Time: 10228.3 ms [2022-04-11 13:10:28 main:574] : INFO : Epoch 1790 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 10834.8 ms [2022-04-11 13:10:44 main:574] : INFO : Epoch 1791 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 15595.1 ms [2022-04-11 13:10:54 main:574] : INFO : Epoch 1792 | loss: 0.0311748 | val_loss: 0.0311864 | Time: 9447.55 ms [2022-04-11 13:11:04 main:574] : INFO : Epoch 1793 | loss: 0.031175 | val_loss: 0.0311855 | Time: 10871.1 ms [2022-04-11 13:11:15 main:574] : INFO : Epoch 1794 | loss: 0.0311767 | val_loss: 0.031185 | Time: 10454.6 ms [2022-04-11 13:11:25 main:574] : INFO : Epoch 1795 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 9653.61 ms [2022-04-11 13:11:36 main:574] : INFO : Epoch 1796 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 11517.9 ms [2022-04-11 13:11:46 main:574] : INFO : Epoch 1797 | loss: 0.0311758 | val_loss: 0.0311851 | Time: 10045.5 ms [2022-04-11 13:11:56 main:574] : INFO : Epoch 1798 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 9966.16 ms [2022-04-11 13:12:06 main:574] : INFO : Epoch 1799 | loss: 0.0311779 | val_loss: 0.0311878 | Time: 10286.2 ms [2022-04-11 13:12:17 main:574] : INFO : Epoch 1800 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 10732.7 ms [2022-04-11 13:12:27 main:574] : INFO : Epoch 1801 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 9914.93 ms [2022-04-11 13:12:38 main:574] : INFO : Epoch 1802 | loss: 0.0311755 | val_loss: 0.031183 | Time: 11420.7 ms [2022-04-11 13:12:49 main:574] : INFO : Epoch 1803 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 10669.7 ms [2022-04-11 13:13:00 main:574] : INFO : Epoch 1804 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 11314.4 ms [2022-04-11 13:13:11 main:574] : INFO : Epoch 1805 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 10680.4 ms [2022-04-11 13:13:21 main:574] : INFO : Epoch 1806 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 9989.28 ms [2022-04-11 13:13:31 main:574] : INFO : Epoch 1807 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 10013.5 ms [2022-04-11 13:13:42 main:574] : INFO : Epoch 1808 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 10334.9 ms [2022-04-11 13:13:52 main:574] : INFO : Epoch 1809 | loss: 0.0311724 | val_loss: 0.0311815 | Time: 10731.5 ms [2022-04-11 13:14:02 main:574] : INFO : Epoch 1810 | loss: 0.0311737 | val_loss: 0.031183 | Time: 9708 ms [2022-04-11 13:14:12 main:574] : INFO : Epoch 1811 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 9984.51 ms [2022-04-11 13:14:22 main:574] : INFO : Epoch 1812 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 9656.37 ms [2022-04-11 13:14:31 main:574] : INFO : Epoch 1813 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 9642.36 ms [2022-04-11 13:14:43 main:574] : INFO : Epoch 1814 | loss: 0.031178 | val_loss: 0.0311819 | Time: 11817.2 ms [2022-04-11 13:14:53 main:574] : INFO : Epoch 1815 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 10347.2 ms [2022-04-11 13:15:04 main:574] : INFO : Epoch 1816 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 10713.8 ms [2022-04-11 13:15:15 main:574] : INFO : Epoch 1817 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 10727 ms [2022-04-11 13:15:25 main:574] : INFO : Epoch 1818 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 10456.5 ms [2022-04-11 13:15:37 main:574] : INFO : Epoch 1819 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 11733.2 ms [2022-04-11 13:15:47 main:574] : INFO : Epoch 1820 | loss: 0.031173 | val_loss: 0.0311817 | Time: 10319.3 ms [2022-04-11 13:15:59 main:574] : INFO : Epoch 1821 | loss: 0.0311729 | val_loss: 0.0311838 | Time: 11231 ms [2022-04-11 13:16:09 main:574] : INFO : Epoch 1822 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 10486.7 ms [2022-04-11 13:16:19 main:574] : INFO : Epoch 1823 | loss: 0.0311734 | val_loss: 0.0311828 | Time: 9840.03 ms [2022-04-11 13:16:29 main:574] : INFO : Epoch 1824 | loss: 0.0311733 | val_loss: 0.031183 | Time: 10406.6 ms [2022-04-11 13:16:39 main:574] : INFO : Epoch 1825 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 9596.27 ms [2022-04-11 13:16:49 main:574] : INFO : Epoch 1826 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 10370.9 ms [2022-04-11 13:17:00 main:574] : INFO : Epoch 1827 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 10609 ms [2022-04-11 13:17:10 main:574] : INFO : Epoch 1828 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 9997.22 ms [2022-04-11 13:17:20 main:574] : INFO : Epoch 1829 | loss: 0.0311731 | val_loss: 0.0311834 | Time: 10439.9 ms [2022-04-11 13:17:30 main:574] : INFO : Epoch 1830 | loss: 0.0311748 | val_loss: 0.0311829 | Time: 9711.5 ms [2022-04-11 13:17:41 main:574] : INFO : Epoch 1831 | loss: 0.0311722 | val_loss: 0.03118 | Time: 10421 ms [2022-04-11 13:17:53 main:574] : INFO : Epoch 1832 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 12013.7 ms [2022-04-11 13:18:03 main:574] : INFO : Epoch 1833 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 10389.6 ms [2022-04-11 13:18:13 main:574] : INFO : Epoch 1834 | loss: 0.0311705 | val_loss: 0.0311836 | Time: 10292.6 ms [2022-04-11 13:18:24 main:574] : INFO : Epoch 1835 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 10284.1 ms [2022-04-11 13:18:34 main:574] : INFO : Epoch 1836 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 9979.78 ms [2022-04-11 13:18:46 main:574] : INFO : Epoch 1837 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 12195.5 ms [2022-04-11 13:18:56 main:574] : INFO : Epoch 1838 | loss: 0.0311704 | val_loss: 0.0311838 | Time: 10126.3 ms [2022-04-11 13:19:06 main:574] : INFO : Epoch 1839 | loss: 0.0311701 | val_loss: 0.0311829 | Time: 10183.4 ms [2022-04-11 13:19:17 main:574] : INFO : Epoch 1840 | loss: 0.0311707 | val_loss: 0.0311845 | Time: 11293 ms [2022-04-11 13:19:27 main:574] : INFO : Epoch 1841 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 9977.44 ms [2022-04-11 13:19:38 main:574] : INFO : Epoch 1842 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 10556.3 ms [2022-04-11 13:19:49 main:574] : INFO : Epoch 1843 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 10617.2 ms [2022-04-11 13:20:00 main:574] : INFO : Epoch 1844 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 11113.9 ms [2022-04-11 13:20:12 main:574] : INFO : Epoch 1845 | loss: 0.0311745 | val_loss: 0.0311842 | Time: 12235.9 ms [2022-04-11 13:20:23 main:574] : INFO : Epoch 1846 | loss: 0.031175 | val_loss: 0.031184 | Time: 11032.6 ms [2022-04-11 13:20:35 main:574] : INFO : Epoch 1847 | loss: 0.0311762 | val_loss: 0.0311857 | Time: 12312.6 ms [2022-04-11 13:20:47 main:574] : INFO : Epoch 1848 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 11366.3 ms [2022-04-11 13:20:58 main:574] : INFO : Epoch 1849 | loss: 0.0311744 | val_loss: 0.0311841 | Time: 11173.4 ms [2022-04-11 13:21:08 main:574] : INFO : Epoch 1850 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 9847.12 ms [2022-04-11 13:21:19 main:574] : INFO : Epoch 1851 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 11200.9 ms [2022-04-11 13:21:29 main:574] : INFO : Epoch 1852 | loss: 0.0311725 | val_loss: 0.0311861 | Time: 10205.6 ms [2022-04-11 13:21:40 main:574] : INFO : Epoch 1853 | loss: 0.031173 | val_loss: 0.031183 | Time: 11321.8 ms [2022-04-11 13:21:51 main:574] : INFO : Epoch 1854 | loss: 0.031172 | val_loss: 0.0311829 | Time: 10225.5 ms [2022-04-11 13:22:01 main:574] : INFO : Epoch 1855 | loss: 0.031172 | val_loss: 0.0311829 | Time: 10391.4 ms [2022-04-11 13:22:11 main:574] : INFO : Epoch 1856 | loss: 0.0311727 | val_loss: 0.0311831 | Time: 10299.1 ms [2022-04-11 13:22:23 main:574] : INFO : Epoch 1857 | loss: 0.0311727 | val_loss: 0.0311834 | Time: 11424.1 ms [2022-04-11 13:22:35 main:574] : INFO : Epoch 1858 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 11771.2 ms [2022-04-11 13:22:45 main:574] : INFO : Epoch 1859 | loss: 0.0311737 | val_loss: 0.031182 | Time: 10529.9 ms [2022-04-11 13:22:55 main:574] : INFO : Epoch 1860 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 9736.07 ms [2022-04-11 13:23:06 main:574] : INFO : Epoch 1861 | loss: 0.0311713 | val_loss: 0.0311838 | Time: 11557.2 ms [2022-04-11 13:23:18 main:574] : INFO : Epoch 1862 | loss: 0.0311746 | val_loss: 0.0311857 | Time: 11665.4 ms [2022-04-11 13:23:27 main:574] : INFO : Epoch 1863 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 9121.8 ms [2022-04-11 13:23:38 main:574] : INFO : Epoch 1864 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 10712.5 ms [2022-04-11 13:23:48 main:574] : INFO : Epoch 1865 | loss: 0.0311715 | val_loss: 0.031182 | Time: 9789.59 ms [2022-04-11 13:23:58 main:574] : INFO : Epoch 1866 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 10693 ms [2022-04-11 13:24:08 main:574] : INFO : Epoch 1867 | loss: 0.031171 | val_loss: 0.0311833 | Time: 9524.36 ms [2022-04-11 13:24:19 main:574] : INFO : Epoch 1868 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 11059.7 ms [2022-04-11 13:24:29 main:574] : INFO : Epoch 1869 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 9897.94 ms [2022-04-11 13:24:42 main:574] : INFO : Epoch 1870 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 13484.9 ms [2022-04-11 13:24:52 main:574] : INFO : Epoch 1871 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 9009.54 ms [2022-04-11 13:25:02 main:574] : INFO : Epoch 1872 | loss: 0.031173 | val_loss: 0.0311824 | Time: 10617.6 ms [2022-04-11 13:25:12 main:574] : INFO : Epoch 1873 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 9927.51 ms [2022-04-11 13:25:22 main:574] : INFO : Epoch 1874 | loss: 0.031171 | val_loss: 0.0311789 | Time: 10005.4 ms [2022-04-11 13:25:33 main:574] : INFO : Epoch 1875 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 11020.1 ms [2022-04-11 13:25:44 main:574] : INFO : Epoch 1876 | loss: 0.0311713 | val_loss: 0.0311809 | Time: 11154.6 ms [2022-04-11 13:25:54 main:574] : INFO : Epoch 1877 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 9919.08 ms [2022-04-11 13:26:04 main:574] : INFO : Epoch 1878 | loss: 0.031173 | val_loss: 0.0311821 | Time: 10001.2 ms [2022-04-11 13:26:15 main:574] : INFO : Epoch 1879 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 10826.7 ms [2022-04-11 13:26:25 main:574] : INFO : Epoch 1880 | loss: 0.0311707 | val_loss: 0.0311805 | Time: 9954.05 ms [2022-04-11 13:26:36 main:574] : INFO : Epoch 1881 | loss: 0.0311717 | val_loss: 0.0311817 | Time: 10753.5 ms [2022-04-11 13:26:50 main:574] : INFO : Epoch 1882 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 14007.4 ms [2022-04-11 13:27:02 main:574] : INFO : Epoch 1883 | loss: 0.031177 | val_loss: 0.0311834 | Time: 12420.6 ms [2022-04-11 13:27:12 main:574] : INFO : Epoch 1884 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 9656.53 ms [2022-04-11 13:27:23 main:574] : INFO : Epoch 1885 | loss: 0.0311757 | val_loss: 0.0311835 | Time: 11076.3 ms [2022-04-11 13:27:35 main:574] : INFO : Epoch 1886 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 11862.7 ms [2022-04-11 13:27:46 main:574] : INFO : Epoch 1887 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 10765.6 ms [2022-04-11 13:27:55 main:574] : INFO : Epoch 1888 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 9847.74 ms [2022-04-11 13:28:06 main:574] : INFO : Epoch 1889 | loss: 0.0311752 | val_loss: 0.0311864 | Time: 11039.3 ms [2022-04-11 13:28:18 main:574] : INFO : Epoch 1890 | loss: 0.0311734 | val_loss: 0.031183 | Time: 11411.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P4000) [2022-04-12 10:36:15 main:435] : INFO : Set logging level to 1 [2022-04-12 10:36:15 main:441] : INFO : Running in BOINC Client mode [2022-04-12 10:36:15 main:444] : INFO : Resolving all filenames [2022-04-12 10:36:15 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-12 10:36:15 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-12 10:36:15 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-12 10:36:15 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-12 10:36:15 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-12 10:36:15 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-12 10:36:15 main:474] : INFO : Configuration: [2022-04-12 10:36:15 main:475] : INFO : Model type: GRU [2022-04-12 10:36:15 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-12 10:36:15 main:477] : INFO : Max Epochs: 2048 [2022-04-12 10:36:15 main:478] : INFO : Batch Size: 128 [2022-04-12 10:36:15 main:479] : INFO : Learning Rate: 0.01 [2022-04-12 10:36:15 main:480] : INFO : Patience: 10 [2022-04-12 10:36:15 main:481] : INFO : Hidden Width: 12 [2022-04-12 10:36:15 main:482] : INFO : # Recurrent Layers: 4 [2022-04-12 10:36:15 main:483] : INFO : # Backend Layers: 4 [2022-04-12 10:36:15 main:484] : INFO : # Threads: 1 [2022-04-12 10:36:15 main:486] : INFO : Preparing Dataset [2022-04-12 10:36:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-12 10:36:16 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-12 10:36:19 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-12 10:36:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-12 10:36:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-12 10:36:19 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-12 10:36:19 main:494] : INFO : Creating Model [2022-04-12 10:36:19 main:507] : INFO : Preparing config file [2022-04-12 10:36:19 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-12 10:36:19 main:512] : INFO : Loading config [2022-04-12 10:36:19 main:514] : INFO : Loading state [2022-04-12 10:36:21 main:559] : INFO : Loading DataLoader into Memory [2022-04-12 10:36:21 main:562] : INFO : Starting Training [2022-04-12 10:36:31 main:574] : INFO : Epoch 1879 | loss: 0.0311967 | val_loss: 0.0311897 | Time: 10651.8 ms [2022-04-12 10:36:41 main:574] : INFO : Epoch 1880 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 9910.79 ms [2022-04-12 10:36:51 main:574] : INFO : Epoch 1881 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 9855.54 ms [2022-04-12 10:37:01 main:574] : INFO : Epoch 1882 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 9569 ms [2022-04-12 10:37:11 main:574] : INFO : Epoch 1883 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 10221.4 ms [2022-04-12 10:37:20 main:574] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 9127.06 ms [2022-04-12 10:37:30 main:574] : INFO : Epoch 1885 | loss: 0.031179 | val_loss: 0.0311795 | Time: 10070.1 ms [2022-04-12 10:37:40 main:574] : INFO : Epoch 1886 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 10213.5 ms [2022-04-12 10:37:51 main:574] : INFO : Epoch 1887 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 10436.7 ms [2022-04-12 10:38:00 main:574] : INFO : Epoch 1888 | loss: 0.0311827 | val_loss: 0.031183 | Time: 9318.8 ms [2022-04-12 10:38:10 main:574] : INFO : Epoch 1889 | loss: 0.0311843 | val_loss: 0.0311838 | Time: 10435.8 ms [2022-04-12 10:38:20 main:574] : INFO : Epoch 1890 | loss: 0.0311842 | val_loss: 0.0311836 | Time: 9613.18 ms [2022-04-12 10:38:30 main:574] : INFO : Epoch 1891 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 10062.5 ms [2022-04-12 10:38:42 main:574] : INFO : Epoch 1892 | loss: 0.0311812 | val_loss: 0.031183 | Time: 11812.3 ms [2022-04-12 10:38:52 main:574] : INFO : Epoch 1893 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 9717.01 ms [2022-04-12 10:39:01 main:574] : INFO : Epoch 1894 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 9267.15 ms [2022-04-12 10:39:12 main:574] : INFO : Epoch 1895 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 10663.7 ms [2022-04-12 10:39:21 main:574] : INFO : Epoch 1896 | loss: 0.031181 | val_loss: 0.0311849 | Time: 9638.81 ms [2022-04-12 10:39:31 main:574] : INFO : Epoch 1897 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 10051.6 ms [2022-04-12 10:39:41 main:574] : INFO : Epoch 1898 | loss: 0.0311836 | val_loss: 0.031185 | Time: 9980.17 ms [2022-04-12 10:39:51 main:574] : INFO : Epoch 1899 | loss: 0.0311836 | val_loss: 0.0311849 | Time: 9905.67 ms [2022-04-12 10:40:00 main:574] : INFO : Epoch 1900 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 9179.36 ms [2022-04-12 10:40:11 main:574] : INFO : Epoch 1901 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 10680.9 ms [2022-04-12 10:40:21 main:574] : INFO : Epoch 1902 | loss: 0.0311826 | val_loss: 0.0311826 | Time: 9422.75 ms [2022-04-12 10:40:31 main:574] : INFO : Epoch 1903 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 10168.1 ms [2022-04-12 10:40:41 main:574] : INFO : Epoch 1904 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 9897.87 ms [2022-04-12 10:40:51 main:574] : INFO : Epoch 1905 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 10000.6 ms [2022-04-12 10:41:00 main:574] : INFO : Epoch 1906 | loss: 0.031183 | val_loss: 0.0311831 | Time: 9827.74 ms [2022-04-12 10:41:11 main:574] : INFO : Epoch 1907 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 10340.2 ms [2022-04-12 10:41:21 main:574] : INFO : Epoch 1908 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 9829.11 ms [2022-04-12 10:41:31 main:574] : INFO : Epoch 1909 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 9900.54 ms [2022-04-12 10:41:41 main:574] : INFO : Epoch 1910 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 10377.2 ms [2022-04-12 10:41:52 main:574] : INFO : Epoch 1911 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 10582.3 ms [2022-04-12 10:42:01 main:574] : INFO : Epoch 1912 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 9716.42 ms [2022-04-12 10:42:11 main:574] : INFO : Epoch 1913 | loss: 0.0311816 | val_loss: 0.0311836 | Time: 10110 ms [2022-04-12 10:42:21 main:574] : INFO : Epoch 1914 | loss: 0.0311812 | val_loss: 0.031185 | Time: 9442.45 ms [2022-04-12 10:42:31 main:574] : INFO : Epoch 1915 | loss: 0.0311813 | val_loss: 0.0311839 | Time: 10028.5 ms [2022-04-12 10:42:41 main:574] : INFO : Epoch 1916 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 10531.7 ms [2022-04-12 10:42:52 main:574] : INFO : Epoch 1917 | loss: 0.0311808 | val_loss: 0.0311885 | Time: 10173.8 ms [2022-04-12 10:43:01 main:574] : INFO : Epoch 1918 | loss: 0.0311816 | val_loss: 0.0311866 | Time: 9310.29 ms [2022-04-12 10:43:11 main:574] : INFO : Epoch 1919 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 9952.54 ms [2022-04-12 10:43:21 main:574] : INFO : Epoch 1920 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 9755.15 ms [2022-04-12 10:43:30 main:574] : INFO : Epoch 1921 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 9365.02 ms [2022-04-12 10:43:40 main:574] : INFO : Epoch 1922 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 9920.87 ms [2022-04-12 10:43:49 main:574] : INFO : Epoch 1923 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 9262.26 ms [2022-04-12 10:43:59 main:574] : INFO : Epoch 1924 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 9795.68 ms [2022-04-12 10:44:09 main:574] : INFO : Epoch 1925 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 9778.41 ms [2022-04-12 10:44:19 main:574] : INFO : Epoch 1926 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 9897.39 ms [2022-04-12 10:44:28 main:574] : INFO : Epoch 1927 | loss: 0.0311784 | val_loss: 0.031183 | Time: 9500.16 ms [2022-04-12 10:44:39 main:574] : INFO : Epoch 1928 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 10627.7 ms [2022-04-12 10:44:49 main:574] : INFO : Epoch 1929 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 9705.52 ms [2022-04-12 10:44:58 main:574] : INFO : Epoch 1930 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 9109.89 ms [2022-04-12 10:45:07 main:574] : INFO : Epoch 1931 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 9646.19 ms [2022-04-12 10:45:17 main:574] : INFO : Epoch 1932 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 9502.45 ms [2022-04-12 10:45:26 main:574] : INFO : Epoch 1933 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 9591.44 ms [2022-04-12 10:45:37 main:574] : INFO : Epoch 1934 | loss: 0.0311756 | val_loss: 0.031181 | Time: 10104.4 ms [2022-04-12 10:45:47 main:574] : INFO : Epoch 1935 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 10215 ms [2022-04-12 10:45:57 main:574] : INFO : Epoch 1936 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 9962.9 ms [2022-04-12 10:46:06 main:574] : INFO : Epoch 1937 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 9469.18 ms [2022-04-12 10:46:16 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 9861.04 ms [2022-04-12 10:46:25 main:574] : INFO : Epoch 1939 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 9320.59 ms [2022-04-12 10:46:35 main:574] : INFO : Epoch 1940 | loss: 0.0311752 | val_loss: 0.031182 | Time: 9747.98 ms [2022-04-12 10:46:45 main:574] : INFO : Epoch 1941 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 9875.72 ms [2022-04-12 10:46:55 main:574] : INFO : Epoch 1942 | loss: 0.031175 | val_loss: 0.0311814 | Time: 9928.45 ms [2022-04-12 10:47:06 main:574] : INFO : Epoch 1943 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 10794.2 ms [2022-04-12 10:47:17 main:574] : INFO : Epoch 1944 | loss: 0.0311764 | val_loss: 0.031186 | Time: 11260.5 ms [2022-04-12 10:47:27 main:574] : INFO : Epoch 1945 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 9995.95 ms [2022-04-12 10:47:38 main:574] : INFO : Epoch 1946 | loss: 0.0311767 | val_loss: 0.031183 | Time: 10488.8 ms [2022-04-12 10:47:47 main:574] : INFO : Epoch 1947 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 9818.06 ms [2022-04-12 10:48:00 main:574] : INFO : Epoch 1948 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 12844.4 ms [2022-04-12 10:48:10 main:574] : INFO : Epoch 1949 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 9656.31 ms [2022-04-12 10:48:19 main:574] : INFO : Epoch 1950 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 9578.84 ms [2022-04-12 10:48:29 main:574] : INFO : Epoch 1951 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 9904.7 ms [2022-04-12 10:48:39 main:574] : INFO : Epoch 1952 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 9989.05 ms [2022-04-12 10:48:49 main:574] : INFO : Epoch 1953 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 9904.63 ms [2022-04-12 10:49:00 main:574] : INFO : Epoch 1954 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 11042.9 ms [2022-04-12 10:49:11 main:574] : INFO : Epoch 1955 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 10164.4 ms [2022-04-12 10:49:20 main:574] : INFO : Epoch 1956 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 9788.67 ms [2022-04-12 10:49:30 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 9652 ms [2022-04-12 10:49:40 main:574] : INFO : Epoch 1958 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 10082.7 ms [2022-04-12 10:49:50 main:574] : INFO : Epoch 1959 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 9862.61 ms [2022-04-12 10:50:00 main:574] : INFO : Epoch 1960 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 9972.06 ms [2022-04-12 10:50:13 main:574] : INFO : Epoch 1961 | loss: 0.0311749 | val_loss: 0.0311807 | Time: 13177.7 ms [2022-04-12 10:50:24 main:574] : INFO : Epoch 1962 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 10601.1 ms [2022-04-12 10:50:34 main:574] : INFO : Epoch 1963 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 9871.63 ms [2022-04-12 10:50:46 main:574] : INFO : Epoch 1964 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 11980.7 ms [2022-04-12 10:50:55 main:574] : INFO : Epoch 1965 | loss: 0.0311721 | val_loss: 0.03118 | Time: 9470.77 ms [2022-04-12 10:51:05 main:574] : INFO : Epoch 1966 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 10280 ms [2022-04-12 10:51:16 main:574] : INFO : Epoch 1967 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 10208.6 ms [2022-04-12 10:51:26 main:574] : INFO : Epoch 1968 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 9993.06 ms [2022-04-12 10:51:35 main:574] : INFO : Epoch 1969 | loss: 0.031172 | val_loss: 0.0311814 | Time: 9413.2 ms [2022-04-12 10:51:45 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 9684.09 ms [2022-04-12 10:51:54 main:574] : INFO : Epoch 1971 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 9401.18 ms [2022-04-12 10:52:04 main:574] : INFO : Epoch 1972 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 9809.26 ms [2022-04-12 10:52:15 main:574] : INFO : Epoch 1973 | loss: 0.0311758 | val_loss: 0.0311872 | Time: 10692.8 ms [2022-04-12 10:52:24 main:574] : INFO : Epoch 1974 | loss: 0.0311857 | val_loss: 0.0311833 | Time: 9578.33 ms [2022-04-12 10:52:35 main:574] : INFO : Epoch 1975 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 11043.3 ms [2022-04-12 10:52:46 main:574] : INFO : Epoch 1976 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 11031.7 ms [2022-04-12 10:52:56 main:574] : INFO : Epoch 1977 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 9356.67 ms [2022-04-12 10:53:06 main:574] : INFO : Epoch 1978 | loss: 0.0311846 | val_loss: 0.031185 | Time: 9920.04 ms [2022-04-12 10:53:15 main:574] : INFO : Epoch 1979 | loss: 0.0311841 | val_loss: 0.0311864 | Time: 9291.99 ms [2022-04-12 10:53:25 main:574] : INFO : Epoch 1980 | loss: 0.0311849 | val_loss: 0.0311855 | Time: 9802.84 ms [2022-04-12 10:53:35 main:574] : INFO : Epoch 1981 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 10184.1 ms [2022-04-12 10:53:46 main:574] : INFO : Epoch 1982 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 11420.8 ms [2022-04-12 10:53:58 main:574] : INFO : Epoch 1983 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 11928.6 ms [2022-04-12 10:54:07 main:574] : INFO : Epoch 1984 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 8977.99 ms [2022-04-12 10:54:17 main:574] : INFO : Epoch 1985 | loss: 0.0311842 | val_loss: 0.0311892 | Time: 9866.51 ms [2022-04-12 10:54:27 main:574] : INFO : Epoch 1986 | loss: 0.0311868 | val_loss: 0.0311894 | Time: 9521.5 ms [2022-04-12 10:54:37 main:574] : INFO : Epoch 1987 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 10199.6 ms [2022-04-12 10:54:47 main:574] : INFO : Epoch 1988 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 9958.62 ms [2022-04-12 10:54:57 main:574] : INFO : Epoch 1989 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 9924.5 ms [2022-04-12 10:55:06 main:574] : INFO : Epoch 1990 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 9541.96 ms [2022-04-12 10:55:16 main:574] : INFO : Epoch 1991 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 9185.93 ms [2022-04-12 10:55:26 main:574] : INFO : Epoch 1992 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 9951.69 ms [2022-04-12 10:55:35 main:574] : INFO : Epoch 1993 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 9869.44 ms [2022-04-12 10:55:45 main:574] : INFO : Epoch 1994 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 9786.93 ms [2022-04-12 10:55:55 main:574] : INFO : Epoch 1995 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 10040.4 ms [2022-04-12 10:56:05 main:574] : INFO : Epoch 1996 | loss: 0.0311807 | val_loss: 0.031189 | Time: 9819.9 ms [2022-04-12 10:56:15 main:574] : INFO : Epoch 1997 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 9751.37 ms [2022-04-12 10:56:24 main:574] : INFO : Epoch 1998 | loss: 0.03118 | val_loss: 0.0311881 | Time: 9415.55 ms [2022-04-12 10:56:35 main:574] : INFO : Epoch 1999 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 10533.7 ms [2022-04-12 10:56:44 main:574] : INFO : Epoch 2000 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 8924.16 ms [2022-04-12 10:56:53 main:574] : INFO : Epoch 2001 | loss: 0.0311812 | val_loss: 0.0311838 | Time: 9656.62 ms [2022-04-12 10:57:03 main:574] : INFO : Epoch 2002 | loss: 0.0311817 | val_loss: 0.0311841 | Time: 9685.06 ms [2022-04-12 10:57:12 main:574] : INFO : Epoch 2003 | loss: 0.0311828 | val_loss: 0.0311878 | Time: 9355.18 ms [2022-04-12 10:57:22 main:574] : INFO : Epoch 2004 | loss: 0.031182 | val_loss: 0.0311852 | Time: 9852.38 ms [2022-04-12 10:57:32 main:574] : INFO : Epoch 2005 | loss: 0.0311803 | val_loss: 0.0311864 | Time: 9324.15 ms [2022-04-12 10:57:42 main:574] : INFO : Epoch 2006 | loss: 0.0311802 | val_loss: 0.0311847 | Time: 10555.8 ms [2022-04-12 10:57:52 main:574] : INFO : Epoch 2007 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 9794.95 ms [2022-04-12 10:58:02 main:574] : INFO : Epoch 2008 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 9820.48 ms [2022-04-12 10:58:12 main:574] : INFO : Epoch 2009 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 9701.52 ms [2022-04-12 10:58:21 main:574] : INFO : Epoch 2010 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 9016.75 ms [2022-04-12 10:58:30 main:574] : INFO : Epoch 2011 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 9793.97 ms [2022-04-12 10:58:40 main:574] : INFO : Epoch 2012 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 9464.93 ms [2022-04-12 10:58:50 main:574] : INFO : Epoch 2013 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 9899.99 ms [2022-04-12 10:59:00 main:574] : INFO : Epoch 2014 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 10138.3 ms [2022-04-12 10:59:09 main:574] : INFO : Epoch 2015 | loss: 0.0311799 | val_loss: 0.0311862 | Time: 9612.86 ms [2022-04-12 10:59:20 main:574] : INFO : Epoch 2016 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 10416.3 ms [2022-04-12 10:59:30 main:574] : INFO : Epoch 2017 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 9615.69 ms [2022-04-12 10:59:40 main:574] : INFO : Epoch 2018 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 10241 ms [2022-04-12 10:59:49 main:574] : INFO : Epoch 2019 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 9128.51 ms [2022-04-12 10:59:59 main:574] : INFO : Epoch 2020 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 10253.2 ms [2022-04-12 11:00:08 main:574] : INFO : Epoch 2021 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 9142.87 ms [2022-04-12 11:00:18 main:574] : INFO : Epoch 2022 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 9873.69 ms [2022-04-12 11:00:28 main:574] : INFO : Epoch 2023 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 9761.35 ms [2022-04-12 11:00:38 main:574] : INFO : Epoch 2024 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 9850.58 ms [2022-04-12 11:00:48 main:574] : INFO : Epoch 2025 | loss: 0.0311801 | val_loss: 0.031186 | Time: 10483.5 ms [2022-04-12 11:00:58 main:574] : INFO : Epoch 2026 | loss: 0.03118 | val_loss: 0.0311841 | Time: 9770.82 ms [2022-04-12 11:01:08 main:574] : INFO : Epoch 2027 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 9956.21 ms [2022-04-12 11:01:18 main:574] : INFO : Epoch 2028 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 9792.36 ms [2022-04-12 11:01:28 main:574] : INFO : Epoch 2029 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 10160.5 ms [2022-04-12 11:01:38 main:574] : INFO : Epoch 2030 | loss: 0.0311792 | val_loss: 0.0311859 | Time: 10376.4 ms [2022-04-12 11:01:48 main:574] : INFO : Epoch 2031 | loss: 0.0311807 | val_loss: 0.0311879 | Time: 9654.99 ms [2022-04-12 11:01:58 main:574] : INFO : Epoch 2032 | loss: 0.0311785 | val_loss: 0.0311856 | Time: 9463.38 ms [2022-04-12 11:02:08 main:574] : INFO : Epoch 2033 | loss: 0.0311782 | val_loss: 0.031188 | Time: 10039.4 ms [2022-04-12 11:02:17 main:574] : INFO : Epoch 2034 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 9638.93 ms [2022-04-12 11:02:27 main:574] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 10230.5 ms [2022-04-12 11:02:38 main:574] : INFO : Epoch 2036 | loss: 0.0311781 | val_loss: 0.0311857 | Time: 10694 ms [2022-04-12 11:02:48 main:574] : INFO : Epoch 2037 | loss: 0.0311773 | val_loss: 0.0311855 | Time: 9610.65 ms [2022-04-12 11:02:57 main:574] : INFO : Epoch 2038 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 9186.48 ms [2022-04-12 11:03:08 main:574] : INFO : Epoch 2039 | loss: 0.0311786 | val_loss: 0.031184 | Time: 10941.4 ms [2022-04-12 11:03:17 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 9361.84 ms [2022-04-12 11:03:27 main:574] : INFO : Epoch 2041 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 9658.59 ms [2022-04-12 11:03:37 main:574] : INFO : Epoch 2042 | loss: 0.0311788 | val_loss: 0.031187 | Time: 9721.43 ms [2022-04-12 11:03:46 main:574] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.0311853 | Time: 9666.4 ms [2022-04-12 11:03:56 main:574] : INFO : Epoch 2044 | loss: 0.0311772 | val_loss: 0.031187 | Time: 9628.25 ms [2022-04-12 11:04:05 main:574] : INFO : Epoch 2045 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 9207.98 ms [2022-04-12 11:04:15 main:574] : INFO : Epoch 2046 | loss: 0.0311764 | val_loss: 0.031186 | Time: 9503.24 ms [2022-04-12 11:04:25 main:574] : INFO : Epoch 2047 | loss: 0.0311782 | val_loss: 0.0311896 | Time: 9791.16 ms [2022-04-12 11:04:35 main:574] : INFO : Epoch 2048 | loss: 0.0311783 | val_loss: 0.0311872 | Time: 10055.1 ms [2022-04-12 11:04:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311872 [2022-04-12 11:04:35 main:603] : INFO : Saving end state to config to file [2022-04-12 11:04:35 main:608] : INFO : Success, exiting.. 11:04:35 (60852): 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)