Task 7861804
| Name | ParityModified-1631735238-2483-3_0 |
| Workunit | 5489170 |
| Created | 6 Oct 2021, 13:13:05 UTC |
| Sent | 13 Oct 2021, 7:25:21 UTC |
| Report deadline | 20 Oct 2021, 7:25:21 UTC |
| Received | 14 Oct 2021, 1:10:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 11 hours 43 min 16 sec |
| CPU time | 6 hours 48 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 10-13 16:42:17 main:574] : INFO : Epoch 1606 | loss: 0.031178 | val_loss: 0.0311809 | Time: 15930.9 ms [2021-10-13 16:42:33 main:574] : INFO : Epoch 1607 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 16169.3 ms [2021-10-13 16:42:49 main:574] : INFO : Epoch 1608 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 15967.8 ms [2021-10-13 16:43:05 main:574] : INFO : Epoch 1609 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 16292 ms [2021-10-13 16:43:21 main:574] : INFO : Epoch 1610 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 16151.2 ms [2021-10-13 16:43:40 main:574] : INFO : Epoch 1611 | loss: 0.0311768 | val_loss: 0.0311792 | Time: 18503.1 ms [2021-10-13 16:43:56 main:574] : INFO : Epoch 1612 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 16139.9 ms [2021-10-13 16:44:12 main:574] : INFO : Epoch 1613 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 16197 ms [2021-10-13 16:44:28 main:574] : INFO : Epoch 1614 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 15389.7 ms [2021-10-13 16:44:44 main:574] : INFO : Epoch 1615 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 16361.1 ms [2021-10-13 16:45:01 main:574] : INFO : Epoch 1616 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 16135.7 ms [2021-10-13 16:45:17 main:574] : INFO : Epoch 1617 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 15836.1 ms [2021-10-13 16:45:33 main:574] : INFO : Epoch 1618 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 16068.6 ms [2021-10-13 16:45:49 main:574] : INFO : Epoch 1619 | loss: 0.031175 | val_loss: 0.0311795 | Time: 15909.6 ms [2021-10-13 16:46:05 main:574] : INFO : Epoch 1620 | loss: 0.0311762 | val_loss: 0.0311891 | Time: 16304.5 ms [2021-10-13 16:46:21 main:574] : INFO : Epoch 1621 | loss: 0.0311804 | val_loss: 0.0311849 | Time: 15864.7 ms [2021-10-13 16:46:37 main:574] : INFO : Epoch 1622 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 15982.9 ms [2021-10-13 16:46:54 main:574] : INFO : Epoch 1623 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 16831.9 ms [2021-10-13 16:47:10 main:574] : INFO : Epoch 1624 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 16089.2 ms [2021-10-13 16:47:27 main:574] : INFO : Epoch 1625 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 16361.5 ms [2021-10-13 16:47:44 main:574] : INFO : Epoch 1626 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 16730.7 ms [2021-10-13 16:48:00 main:574] : INFO : Epoch 1627 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 15993.3 ms [2021-10-13 16:48:16 main:574] : INFO : Epoch 1628 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 16248 ms [2021-10-13 16:48:32 main:574] : INFO : Epoch 1629 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 16288.2 ms [2021-10-13 16:48:48 main:574] : INFO : Epoch 1630 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 15350.2 ms [2021-10-13 16:49:05 main:574] : INFO : Epoch 1631 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 16504.4 ms [2021-10-13 16:49:20 main:574] : INFO : Epoch 1632 | loss: 0.0311756 | val_loss: 0.031181 | Time: 15823.9 ms [2021-10-13 16:49:38 main:574] : INFO : Epoch 1633 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 17455.7 ms [2021-10-13 16:49:55 main:574] : INFO : Epoch 1634 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 16418.3 ms [2021-10-13 16:50:11 main:574] : INFO : Epoch 1635 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 16410.6 ms [2021-10-13 16:50:27 main:574] : INFO : Epoch 1636 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 15924.4 ms [2021-10-13 16:50:44 main:574] : INFO : Epoch 1637 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 16758.5 ms [2021-10-13 16:51:00 main:574] : INFO : Epoch 1638 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 16533.4 ms [2021-10-13 16:51:17 main:574] : INFO : Epoch 1639 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 16265.9 ms [2021-10-13 16:51:33 main:574] : INFO : Epoch 1640 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 15659.5 ms [2021-10-13 16:51:49 main:574] : INFO : Epoch 1641 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 16200.2 ms [2021-10-13 16:52:06 main:574] : INFO : Epoch 1642 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 16946.4 ms [2021-10-13 16:52:21 main:574] : INFO : Epoch 1643 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 15510.2 ms [2021-10-13 16:52:38 main:574] : INFO : Epoch 1644 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 16195.3 ms [2021-10-13 16:52:55 main:574] : INFO : Epoch 1645 | loss: 0.031172 | val_loss: 0.0311862 | Time: 16922.6 ms [2021-10-13 16:53:10 main:574] : INFO : Epoch 1646 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 15653.7 ms [2021-10-13 16:53:26 main:574] : INFO : Epoch 1647 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 15934.2 ms [2021-10-13 16:53:42 main:574] : INFO : Epoch 1648 | loss: 0.0311721 | val_loss: 0.031179 | Time: 15355 ms [2021-10-13 16:53:58 main:574] : INFO : Epoch 1649 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 15794 ms [2021-10-13 16:54:14 main:574] : INFO : Epoch 1650 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 15839.8 ms [2021-10-13 16:54:30 main:574] : INFO : Epoch 1651 | loss: 0.0311769 | val_loss: 0.031182 | Time: 15682.2 ms [2021-10-13 16:54:46 main:574] : INFO : Epoch 1652 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 16760.4 ms [2021-10-13 16:55:02 main:574] : INFO : Epoch 1653 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 15891.2 ms [2021-10-13 16:55:18 main:574] : INFO : Epoch 1654 | loss: 0.0311733 | val_loss: 0.031182 | Time: 15286.5 ms [2021-10-13 16:55:34 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311809 | Time: 16272.6 ms [2021-10-13 16:55:50 main:574] : INFO : Epoch 1656 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 15409.3 ms [2021-10-13 16:56:06 main:574] : INFO : Epoch 1657 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 16208.3 ms [2021-10-13 16:56:21 main:574] : INFO : Epoch 1658 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 15599 ms [2021-10-13 16:56:37 main:574] : INFO : Epoch 1659 | loss: 0.031175 | val_loss: 0.0311826 | Time: 15689.8 ms [2021-10-13 16:56:53 main:574] : INFO : Epoch 1660 | loss: 0.031175 | val_loss: 0.0311819 | Time: 16057.9 ms [2021-10-13 16:57:09 main:574] : INFO : Epoch 1661 | loss: 0.0311794 | val_loss: 0.0311805 | Time: 15816.1 ms [2021-10-13 16:57:26 main:574] : INFO : Epoch 1662 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 16440 ms [2021-10-13 16:57:42 main:574] : INFO : Epoch 1663 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 15631.2 ms [2021-10-13 16:57:57 main:574] : INFO : Epoch 1664 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 15534.8 ms [2021-10-13 16:58:13 main:574] : INFO : Epoch 1665 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 15750.2 ms [2021-10-13 16:58:29 main:574] : INFO : Epoch 1666 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 15657 ms [2021-10-13 16:58:45 main:574] : INFO : Epoch 1667 | loss: 0.0311734 | val_loss: 0.0311851 | Time: 16126 ms [2021-10-13 16:59:01 main:574] : INFO : Epoch 1668 | loss: 0.0311738 | val_loss: 0.0311797 | Time: 15546.1 ms [2021-10-13 16:59:17 main:574] : INFO : Epoch 1669 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 16100.8 ms [2021-10-13 16:59:32 main:574] : INFO : Epoch 1670 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 15310.7 ms [2021-10-13 16:59:48 main:574] : INFO : Epoch 1671 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 15479.4 ms [2021-10-13 17:00:04 main:574] : INFO : Epoch 1672 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 16106 ms [2021-10-13 17:00:20 main:574] : INFO : Epoch 1673 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 15666.7 ms [2021-10-13 17:00:36 main:574] : INFO : Epoch 1674 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 16137.7 ms [2021-10-13 17:00:52 main:574] : INFO : Epoch 1675 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 15947.6 ms [2021-10-13 17:01:08 main:574] : INFO : Epoch 1676 | loss: 0.031172 | val_loss: 0.0311804 | Time: 15863.1 ms [2021-10-13 17:01:24 main:574] : INFO : Epoch 1677 | loss: 0.031173 | val_loss: 0.0311798 | Time: 15776.3 ms [2021-10-13 17:01:40 main:574] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 15918.5 ms [2021-10-13 17:01:56 main:574] : INFO : Epoch 1679 | loss: 0.0311742 | val_loss: 0.031178 | Time: 16381.6 ms [2021-10-13 17:02:13 main:574] : INFO : Epoch 1680 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 16503.5 ms [2021-10-13 17:02:29 main:574] : INFO : Epoch 1681 | loss: 0.0311724 | val_loss: 0.0311843 | Time: 15405.8 ms [2021-10-13 17:02:45 main:574] : INFO : Epoch 1682 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 16436.6 ms [2021-10-13 17:03:01 main:574] : INFO : Epoch 1683 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 15649.6 ms [2021-10-13 17:03:17 main:574] : INFO : Epoch 1684 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 16247.6 ms [2021-10-13 17:03:33 main:574] : INFO : Epoch 1685 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 15465.1 ms [2021-10-13 17:03:48 main:574] : INFO : Epoch 1686 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 15539.4 ms [2021-10-13 17:04:04 main:574] : INFO : Epoch 1687 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 16009.3 ms [2021-10-13 17:04:21 main:574] : INFO : Epoch 1688 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 15986.5 ms [2021-10-13 17:04:36 main:574] : INFO : Epoch 1689 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 15745.5 ms [2021-10-13 17:04:52 main:574] : INFO : Epoch 1690 | loss: 0.031174 | val_loss: 0.0311792 | Time: 15716.6 ms [2021-10-13 17:05:08 main:574] : INFO : Epoch 1691 | loss: 0.0311765 | val_loss: 0.0311785 | Time: 16132 ms [2021-10-13 17:05:25 main:574] : INFO : Epoch 1692 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 16164.2 ms [2021-10-13 17:05:41 main:574] : INFO : Epoch 1693 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 15904.9 ms [2021-10-13 17:05:57 main:574] : INFO : Epoch 1694 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 16073.8 ms [2021-10-13 17:06:13 main:574] : INFO : Epoch 1695 | loss: 0.0311721 | val_loss: 0.031177 | Time: 15989.3 ms [2021-10-13 17:06:29 main:574] : INFO : Epoch 1696 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 15672.5 ms [2021-10-13 17:06:45 main:574] : INFO : Epoch 1697 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 16057.1 ms [2021-10-13 17:07:00 main:574] : INFO : Epoch 1698 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 15708.8 ms [2021-10-13 17:07:17 main:574] : INFO : Epoch 1699 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 16273.3 ms [2021-10-13 17:07:33 main:574] : INFO : Epoch 1700 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 15782.7 ms [2021-10-13 17:07:48 main:574] : INFO : Epoch 1701 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 15575 ms [2021-10-13 17:08:04 main:574] : INFO : Epoch 1702 | loss: 0.0311766 | val_loss: 0.031179 | Time: 15792.1 ms [2021-10-13 17:08:19 main:574] : INFO : Epoch 1703 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 15043.2 ms [2021-10-13 17:08:35 main:574] : INFO : Epoch 1704 | loss: 0.0311764 | val_loss: 0.031179 | Time: 15945.2 ms [2021-10-13 17:08:51 main:574] : INFO : Epoch 1705 | loss: 0.0311733 | val_loss: 0.031176 | Time: 15487.5 ms [2021-10-13 17:09:07 main:574] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 15772.4 ms [2021-10-13 17:09:23 main:574] : INFO : Epoch 1707 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 16182.8 ms [2021-10-13 17:09:39 main:574] : INFO : Epoch 1708 | loss: 0.031177 | val_loss: 0.0311786 | Time: 16079 ms [2021-10-13 17:09:55 main:574] : INFO : Epoch 1709 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 16023 ms [2021-10-13 17:10:11 main:574] : INFO : Epoch 1710 | loss: 0.031173 | val_loss: 0.0311757 | Time: 15748 ms [2021-10-13 17:10:27 main:574] : INFO : Epoch 1711 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 16194.6 ms [2021-10-13 17:10:43 main:574] : INFO : Epoch 1712 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 15970.6 ms [2021-10-13 17:10:59 main:574] : INFO : Epoch 1713 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 15491.8 ms [2021-10-13 17:11:15 main:574] : INFO : Epoch 1714 | loss: 0.0311728 | val_loss: 0.0311724 | Time: 16190 ms [2021-10-13 17:11:31 main:574] : INFO : Epoch 1715 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 16066.1 ms [2021-10-13 17:11:48 main:574] : INFO : Epoch 1716 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 17039 ms [2021-10-13 17:12:05 main:574] : INFO : Epoch 1717 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 16701.1 ms [2021-10-13 17:12:22 main:574] : INFO : Epoch 1718 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 16213.6 ms [2021-10-13 17:12:38 main:574] : INFO : Epoch 1719 | loss: 0.0311721 | val_loss: 0.0311745 | Time: 15998.1 ms [2021-10-13 17:12:54 main:574] : INFO : Epoch 1720 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 16202.4 ms [2021-10-13 17:13:10 main:574] : INFO : Epoch 1721 | loss: 0.0311736 | val_loss: 0.0311752 | Time: 16312.7 ms [2021-10-13 17:13:27 main:574] : INFO : Epoch 1722 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 16095 ms [2021-10-13 17:13:42 main:574] : INFO : Epoch 1723 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 15745.4 ms [2021-10-13 17:13:59 main:574] : INFO : Epoch 1724 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 16329.7 ms [2021-10-13 17:14:15 main:574] : INFO : Epoch 1725 | loss: 0.0311747 | val_loss: 0.0311763 | Time: 15707.7 ms [2021-10-13 17:14:30 main:574] : INFO : Epoch 1726 | loss: 0.0311729 | val_loss: 0.031174 | Time: 15588.5 ms [2021-10-13 17:14:47 main:574] : INFO : Epoch 1727 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 16154.3 ms [2021-10-13 17:15:02 main:574] : INFO : Epoch 1728 | loss: 0.0311743 | val_loss: 0.031177 | Time: 15304.9 ms [2021-10-13 17:15:18 main:574] : INFO : Epoch 1729 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 15703.2 ms [2021-10-13 17:15:34 main:574] : INFO : Epoch 1730 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 15580.3 ms [2021-10-13 17:15:50 main:574] : INFO : Epoch 1731 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 15647.2 ms [2021-10-13 17:16:06 main:574] : INFO : Epoch 1732 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 16081.1 ms [2021-10-13 17:16:22 main:574] : INFO : Epoch 1733 | loss: 0.0311723 | val_loss: 0.031175 | Time: 16670.6 ms [2021-10-13 17:16:40 main:574] : INFO : Epoch 1734 | loss: 0.0311708 | val_loss: 0.0311771 | Time: 16887 ms [2021-10-13 17:16:56 main:574] : INFO : Epoch 1735 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 15911.1 ms [2021-10-13 17:17:12 main:574] : INFO : Epoch 1736 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 16619.1 ms [2021-10-13 17:17:28 main:574] : INFO : Epoch 1737 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 15715.2 ms [2021-10-13 17:17:44 main:574] : INFO : Epoch 1738 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 15763.4 ms [2021-10-13 17:17:59 main:574] : INFO : Epoch 1739 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 15266.6 ms [2021-10-13 17:18:15 main:574] : INFO : Epoch 1740 | loss: 0.0311752 | val_loss: 0.0311756 | Time: 15957.8 ms [2021-10-13 17:18:31 main:574] : INFO : Epoch 1741 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 15605.8 ms [2021-10-13 17:18:47 main:574] : INFO : Epoch 1742 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 16175.2 ms [2021-10-13 17:19:03 main:574] : INFO : Epoch 1743 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 15628.3 ms [2021-10-13 17:19:19 main:574] : INFO : Epoch 1744 | loss: 0.0311719 | val_loss: 0.031179 | Time: 15794.9 ms [2021-10-13 17:19:36 main:574] : INFO : Epoch 1745 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 16282.2 ms [2021-10-13 17:19:51 main:574] : INFO : Epoch 1746 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 15593.3 ms [2021-10-13 17:20:07 main:574] : INFO : Epoch 1747 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 15564.8 ms [2021-10-13 17:20:23 main:574] : INFO : Epoch 1748 | loss: 0.0311712 | val_loss: 0.0311809 | Time: 15638.1 ms [2021-10-13 17:20:39 main:574] : INFO : Epoch 1749 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 15771.8 ms [2021-10-13 17:20:54 main:574] : INFO : Epoch 1750 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 15273.4 ms [2021-10-13 17:21:10 main:574] : INFO : Epoch 1751 | loss: 0.031172 | val_loss: 0.0311805 | Time: 15853.9 ms [2021-10-13 17:21:26 main:574] : INFO : Epoch 1752 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 16039.7 ms [2021-10-13 17:21:42 main:574] : INFO : Epoch 1753 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 15323.9 ms [2021-10-13 17:21:58 main:574] : INFO : Epoch 1754 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 16111.1 ms [2021-10-13 17:22:13 main:574] : INFO : Epoch 1755 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 15397.5 ms [2021-10-13 17:22:30 main:574] : INFO : Epoch 1756 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 16073.2 ms [2021-10-13 17:22:46 main:574] : INFO : Epoch 1757 | loss: 0.0311719 | val_loss: 0.0311804 | Time: 15947.5 ms [2021-10-13 17:23:01 main:574] : INFO : Epoch 1758 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 15696.2 ms [2021-10-13 17:23:19 main:574] : INFO : Epoch 1759 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 17015 ms [2021-10-13 17:23:37 main:574] : INFO : Epoch 1760 | loss: 0.03117 | val_loss: 0.03118 | Time: 18624.8 ms [2021-10-13 17:23:56 main:574] : INFO : Epoch 1761 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 18738.3 ms [2021-10-13 17:24:14 main:574] : INFO : Epoch 1762 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 17375.2 ms [2021-10-13 17:24:31 main:574] : INFO : Epoch 1763 | loss: 0.0311703 | val_loss: 0.031179 | Time: 16893 ms [2021-10-13 17:24:47 main:574] : INFO : Epoch 1764 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 16348.6 ms [2021-10-13 17:25:03 main:574] : INFO : Epoch 1765 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 15552.7 ms [2021-10-13 17:25:20 main:574] : INFO : Epoch 1766 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 16383.1 ms [2021-10-13 17:25:35 main:574] : INFO : Epoch 1767 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 15750.1 ms [2021-10-13 17:25:51 main:574] : INFO : Epoch 1768 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 15401.1 ms [2021-10-13 17:26:07 main:574] : INFO : Epoch 1769 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 15984.8 ms [2021-10-13 17:26:23 main:574] : INFO : Epoch 1770 | loss: 0.0311724 | val_loss: 0.031174 | Time: 15679.9 ms [2021-10-13 17:26:39 main:574] : INFO : Epoch 1771 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 15822.9 ms [2021-10-13 17:26:54 main:574] : INFO : Epoch 1772 | loss: 0.031171 | val_loss: 0.0311753 | Time: 15416.6 ms [2021-10-13 17:27:10 main:574] : INFO : Epoch 1773 | loss: 0.03117 | val_loss: 0.0311743 | Time: 15398.9 ms [2021-10-13 17:27:26 main:574] : INFO : Epoch 1774 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 15748.2 ms [2021-10-13 17:27:42 main:574] : INFO : Epoch 1775 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 15703.6 ms [2021-10-13 17:27:57 main:574] : INFO : Epoch 1776 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 15639.2 ms [2021-10-13 17:28:13 main:574] : INFO : Epoch 1777 | loss: 0.031169 | val_loss: 0.0311749 | Time: 15352.4 ms [2021-10-13 17:28:29 main:574] : INFO : Epoch 1778 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 15827.3 ms [2021-10-13 17:28:45 main:574] : INFO : Epoch 1779 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 15813.2 ms [2021-10-13 17:29:00 main:574] : INFO : Epoch 1780 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 15472.3 ms [2021-10-13 17:29:17 main:574] : INFO : Epoch 1781 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 16370.6 ms [2021-10-13 17:29:33 main:574] : INFO : Epoch 1782 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 16057.4 ms [2021-10-13 17:29:49 main:574] : INFO : Epoch 1783 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 15763.4 ms [2021-10-13 17:30:05 main:574] : INFO : Epoch 1784 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 15955 ms [2021-10-13 17:30:20 main:574] : INFO : Epoch 1785 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 15497.9 ms [2021-10-13 17:30:37 main:574] : INFO : Epoch 1786 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 16233.9 ms [2021-10-13 17:30:52 main:574] : INFO : Epoch 1787 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 15653.2 ms [2021-10-13 17:31:09 main:574] : INFO : Epoch 1788 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 16126.1 ms [2021-10-13 17:31:25 main:574] : INFO : Epoch 1789 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 15857 ms [2021-10-13 17:31:40 main:574] : INFO : Epoch 1790 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 15526.1 ms [2021-10-13 17:31:57 main:574] : INFO : Epoch 1791 | loss: 0.0311738 | val_loss: 0.0311739 | Time: 16069.8 ms [2021-10-13 17:32:13 main:574] : INFO : Epoch 1792 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 16069.9 ms [2021-10-13 17:32:29 main:574] : INFO : Epoch 1793 | loss: 0.0311736 | val_loss: 0.0311742 | Time: 16063.2 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-10-13 17:43:50 main:435] : INFO : Set logging level to 1 [2021-10-13 17:43:50 main:441] : INFO : Running in BOINC Client mode [2021-10-13 17:43:50 main:444] : INFO : Resolving all filenames [2021-10-13 17:43:50 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-13 17:43:51 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631735238-2483-3_0_r1547509830_1 (exists = 1) [2021-10-13 17:43:51 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631735238-2483-3_0_r1547509830_0 (exists = 0) [2021-10-13 17:43:51 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631735238-2483-3 (exists = 1) [2021-10-13 17:43:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-13 17:43:51 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-13 17:43:51 main:474] : INFO : Configuration: [2021-10-13 17:43:51 main:475] : INFO : Model type: GRU [2021-10-13 17:43:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-13 17:43:51 main:477] : INFO : Max Epochs: 2048 [2021-10-13 17:43:51 main:478] : INFO : Batch Size: 128 [2021-10-13 17:43:51 main:479] : INFO : Learning Rate: 0.01 [2021-10-13 17:43:51 main:480] : INFO : Patience: 10 [2021-10-13 17:43:51 main:481] : INFO : Hidden Width: 12 [2021-10-13 17:43:52 main:482] : INFO : # Recurrent Layers: 4 [2021-10-13 17:43:52 main:483] : INFO : # Backend Layers: 4 [2021-10-13 17:43:52 main:484] : INFO : # Threads: 1 [2021-10-13 17:43:52 main:486] : INFO : Preparing Dataset [2021-10-13 17:43:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:43:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:43:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-13 17:43:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:43:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:43:58 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-13 17:43:58 main:494] : INFO : Creating Model [2021-10-13 17:43:58 main:507] : INFO : Preparing config file [2021-10-13 17:43:58 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-13 17:43:58 main:512] : INFO : Loading config [2021-10-13 17:43:59 main:514] : INFO : Loading state [2021-10-13 17:44:01 main:559] : INFO : Loading DataLoader into Memory [2021-10-13 17:44:01 main:562] : INFO : Starting Training [2021-10-13 17:44:19 main:574] : INFO : Epoch 1791 | loss: 0.0312036 | val_loss: 0.0311764 | Time: 17746.1 ms [2021-10-13 17:44:34 main:574] : INFO : Epoch 1792 | loss: 0.0311774 | val_loss: 0.0311739 | Time: 15570.8 ms [2021-10-13 17:44:50 main:574] : INFO : Epoch 1793 | loss: 0.031174 | val_loss: 0.031173 | Time: 15661.8 ms [2021-10-13 17:45:06 main:574] : INFO : Epoch 1794 | loss: 0.031172 | val_loss: 0.0311725 | Time: 16078.5 ms [2021-10-13 17:45:22 main:574] : INFO : Epoch 1795 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 15790 ms [2021-10-13 17:45:39 main:574] : INFO : Epoch 1796 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 16393.3 ms [2021-10-13 17:45:55 main:574] : INFO : Epoch 1797 | loss: 0.0311703 | val_loss: 0.031175 | Time: 15900.4 ms [2021-10-13 17:46:11 main:574] : INFO : Epoch 1798 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 16049.8 ms [2021-10-13 17:46:27 main:574] : INFO : Epoch 1799 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 15974.5 ms [2021-10-13 17:46:43 main:574] : INFO : Epoch 1800 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 15874.3 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-10-13 17:48:58 main:435] : INFO : Set logging level to 1 [2021-10-13 17:48:58 main:441] : INFO : Running in BOINC Client mode [2021-10-13 17:48:58 main:444] : INFO : Resolving all filenames [2021-10-13 17:48:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-13 17:48:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631735238-2483-3_0_r1547509830_1 (exists = 1) [2021-10-13 17:48:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631735238-2483-3_0_r1547509830_0 (exists = 0) [2021-10-13 17:48:58 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631735238-2483-3 (exists = 1) [2021-10-13 17:48:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-13 17:48:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-13 17:48:58 main:474] : INFO : Configuration: [2021-10-13 17:48:59 main:475] : INFO : Model type: GRU [2021-10-13 17:48:59 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-13 17:48:59 main:477] : INFO : Max Epochs: 2048 [2021-10-13 17:48:59 main:478] : INFO : Batch Size: 128 [2021-10-13 17:48:59 main:479] : INFO : Learning Rate: 0.01 [2021-10-13 17:48:59 main:480] : INFO : Patience: 10 [2021-10-13 17:48:59 main:481] : INFO : Hidden Width: 12 [2021-10-13 17:48:59 main:482] : INFO : # Recurrent Layers: 4 [2021-10-13 17:48:59 main:483] : INFO : # Backend Layers: 4 [2021-10-13 17:48:59 main:484] : INFO : # Threads: 1 [2021-10-13 17:48:59 main:486] : INFO : Preparing Dataset [2021-10-13 17:49:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:49:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:49:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-13 17:49:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:49:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-13 17:49:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-13 17:49:09 main:494] : INFO : Creating Model [2021-10-13 17:49:09 main:507] : INFO : Preparing config file [2021-10-13 17:49:09 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-13 17:49:09 main:512] : INFO : Loading config [2021-10-13 17:49:09 main:514] : INFO : Loading state [2021-10-13 17:49:12 main:559] : INFO : Loading DataLoader into Memory [2021-10-13 17:49:12 main:562] : INFO : Starting Training [2021-10-13 17:49:29 main:574] : INFO : Epoch 1800 | loss: 0.0312213 | val_loss: 0.0311801 | Time: 17019.7 ms [2021-10-13 17:49:45 main:574] : INFO : Epoch 1801 | loss: 0.031174 | val_loss: 0.0311724 | Time: 15545.5 ms [2021-10-13 17:50:00 main:574] : INFO : Epoch 1802 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 15698.5 ms [2021-10-13 17:50:17 main:574] : INFO : Epoch 1803 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 16009.6 ms [2021-10-13 17:50:33 main:574] : INFO : Epoch 1804 | loss: 0.0311696 | val_loss: 0.031176 | Time: 15956.5 ms [2021-10-13 17:50:49 main:574] : INFO : Epoch 1805 | loss: 0.031168 | val_loss: 0.031174 | Time: 16064.7 ms [2021-10-13 17:51:05 main:574] : INFO : Epoch 1806 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 16016 ms [2021-10-13 17:51:21 main:574] : INFO : Epoch 1807 | loss: 0.031169 | val_loss: 0.031173 | Time: 15761.7 ms [2021-10-13 17:51:37 main:574] : INFO : Epoch 1808 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 15990.7 ms [2021-10-13 17:51:53 main:574] : INFO : Epoch 1809 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 15701.9 ms [2021-10-13 17:52:10 main:574] : INFO : Epoch 1810 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 17396.9 ms [2021-10-13 17:52:27 main:574] : INFO : Epoch 1811 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 16719.4 ms [2021-10-13 17:52:44 main:574] : INFO : Epoch 1812 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 16617.6 ms [2021-10-13 17:53:01 main:574] : INFO : Epoch 1813 | loss: 0.0311679 | val_loss: 0.0311719 | Time: 16721.9 ms [2021-10-13 17:53:18 main:574] : INFO : Epoch 1814 | loss: 0.0311687 | val_loss: 0.031178 | Time: 16699.1 ms [2021-10-13 17:53:34 main:574] : INFO : Epoch 1815 | loss: 0.031175 | val_loss: 0.0311739 | Time: 16602.6 ms [2021-10-13 17:53:52 main:574] : INFO : Epoch 1816 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 17075.4 ms [2021-10-13 17:54:09 main:574] : INFO : Epoch 1817 | loss: 0.0311722 | val_loss: 0.0311732 | Time: 17487.9 ms [2021-10-13 17:54:26 main:574] : INFO : Epoch 1818 | loss: 0.0311721 | val_loss: 0.0311734 | Time: 16978.7 ms [2021-10-13 17:54:44 main:574] : INFO : Epoch 1819 | loss: 0.031171 | val_loss: 0.0311761 | Time: 17371.2 ms [2021-10-13 17:55:01 main:574] : INFO : Epoch 1820 | loss: 0.0311704 | val_loss: 0.0311717 | Time: 17208 ms [2021-10-13 17:55:18 main:574] : INFO : Epoch 1821 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 16734.8 ms [2021-10-13 17:55:35 main:574] : INFO : Epoch 1822 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 16893 ms [2021-10-13 17:55:52 main:574] : INFO : Epoch 1823 | loss: 0.031169 | val_loss: 0.0311721 | Time: 16761.3 ms [2021-10-13 17:56:09 main:574] : INFO : Epoch 1824 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 17561.1 ms [2021-10-13 17:56:26 main:574] : INFO : Epoch 1825 | loss: 0.0311707 | val_loss: 0.0311737 | Time: 16901.5 ms [2021-10-13 17:56:43 main:574] : INFO : Epoch 1826 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 16792.5 ms [2021-10-13 17:57:01 main:574] : INFO : Epoch 1827 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 17573.4 ms [2021-10-13 17:57:18 main:574] : INFO : Epoch 1828 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 16938.5 ms [2021-10-13 17:57:36 main:574] : INFO : Epoch 1829 | loss: 0.0311696 | val_loss: 0.0311772 | Time: 17253.1 ms [2021-10-13 17:57:52 main:574] : INFO : Epoch 1830 | loss: 0.031169 | val_loss: 0.0311729 | Time: 16601.6 ms [2021-10-13 17:58:10 main:574] : INFO : Epoch 1831 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 17859.4 ms [2021-10-13 17:58:32 main:574] : INFO : Epoch 1832 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 21349.7 ms [2021-10-13 17:58:53 main:574] : INFO : Epoch 1833 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 20519.8 ms [2021-10-13 17:59:14 main:574] : INFO : Epoch 1834 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 21311.8 ms [2021-10-13 17:59:37 main:574] : INFO : Epoch 1835 | loss: 0.0311711 | val_loss: 0.031174 | Time: 21955.3 ms [2021-10-13 18:00:01 main:574] : INFO : Epoch 1836 | loss: 0.031169 | val_loss: 0.0311746 | Time: 23761 ms [2021-10-13 18:00:22 main:574] : INFO : Epoch 1837 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 20396.2 ms [2021-10-13 18:00:46 main:574] : INFO : Epoch 1838 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 23029.9 ms [2021-10-13 18:01:10 main:574] : INFO : Epoch 1839 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 24214.1 ms [2021-10-13 18:01:30 main:574] : INFO : Epoch 1840 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 19923.2 ms [2021-10-13 18:01:52 main:574] : INFO : Epoch 1841 | loss: 0.0311736 | val_loss: 0.0311733 | Time: 21902.7 ms [2021-10-13 18:02:13 main:574] : INFO : Epoch 1842 | loss: 0.0311685 | val_loss: 0.031175 | Time: 20768.7 ms [2021-10-13 18:02:35 main:574] : INFO : Epoch 1843 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 21363 ms [2021-10-13 18:02:57 main:574] : INFO : Epoch 1844 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 21764.8 ms [2021-10-13 18:03:19 main:574] : INFO : Epoch 1845 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 22630.1 ms [2021-10-13 18:03:42 main:574] : INFO : Epoch 1846 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 22504.1 ms [2021-10-13 18:04:03 main:574] : INFO : Epoch 1847 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 20878.4 ms [2021-10-13 18:04:25 main:574] : INFO : Epoch 1848 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 21968.3 ms [2021-10-13 18:04:49 main:574] : INFO : Epoch 1849 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 23933 ms [2021-10-13 18:05:11 main:574] : INFO : Epoch 1850 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 21784.6 ms [2021-10-13 18:05:33 main:574] : INFO : Epoch 1851 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 21878.3 ms [2021-10-13 18:05:55 main:574] : INFO : Epoch 1852 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 21593.1 ms [2021-10-13 18:06:17 main:574] : INFO : Epoch 1853 | loss: 0.0311705 | val_loss: 0.0311812 | Time: 21920.4 ms [2021-10-13 18:06:39 main:574] : INFO : Epoch 1854 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 21915.4 ms [2021-10-13 18:07:02 main:574] : INFO : Epoch 1855 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 22997.2 ms [2021-10-13 18:07:24 main:574] : INFO : Epoch 1856 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 21278.7 ms [2021-10-13 18:07:46 main:574] : INFO : Epoch 1857 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 22225.5 ms [2021-10-13 18:08:10 main:574] : INFO : Epoch 1858 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 23992.5 ms [2021-10-13 18:08:33 main:574] : INFO : Epoch 1859 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 22856.6 ms [2021-10-13 18:08:54 main:574] : INFO : Epoch 1860 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 20692.1 ms [2021-10-13 18:09:19 main:574] : INFO : Epoch 1861 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 25185.7 ms [2021-10-13 18:09:44 main:574] : INFO : Epoch 1862 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 24519.8 ms [2021-10-13 18:10:06 main:574] : INFO : Epoch 1863 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 22175.4 ms [2021-10-13 18:10:29 main:574] : INFO : Epoch 1864 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 22607.4 ms [2021-10-13 18:10:52 main:574] : INFO : Epoch 1865 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 23105.9 ms [2021-10-13 18:11:15 main:574] : INFO : Epoch 1866 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 22344.1 ms [2021-10-13 18:11:38 main:574] : INFO : Epoch 1867 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 22826.8 ms [2021-10-13 18:12:02 main:574] : INFO : Epoch 1868 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 23321.5 ms [2021-10-13 18:12:24 main:574] : INFO : Epoch 1869 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 22029 ms [2021-10-13 18:12:46 main:574] : INFO : Epoch 1870 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 21772.1 ms [2021-10-13 18:13:10 main:574] : INFO : Epoch 1871 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 23786.3 ms [2021-10-13 18:13:32 main:574] : INFO : Epoch 1872 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 22686.2 ms [2021-10-13 18:13:54 main:574] : INFO : Epoch 1873 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 21565.1 ms [2021-10-13 18:14:17 main:574] : INFO : Epoch 1874 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 23097.4 ms [2021-10-13 18:14:40 main:574] : INFO : Epoch 1875 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 22215 ms [2021-10-13 18:15:03 main:574] : INFO : Epoch 1876 | loss: 0.0311672 | val_loss: 0.0311786 | Time: 23567.5 ms [2021-10-13 18:15:25 main:574] : INFO : Epoch 1877 | loss: 0.0311682 | val_loss: 0.0311717 | Time: 21142.7 ms [2021-10-13 18:15:46 main:574] : INFO : Epoch 1878 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 21198.9 ms [2021-10-13 18:16:09 main:574] : INFO : Epoch 1879 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 22736 ms [2021-10-13 18:16:34 main:574] : INFO : Epoch 1880 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 25278.9 ms [2021-10-13 18:16:57 main:574] : INFO : Epoch 1881 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 22187.7 ms [2021-10-13 18:17:18 main:574] : INFO : Epoch 1882 | loss: 0.0311688 | val_loss: 0.0311722 | Time: 21276.4 ms [2021-10-13 18:17:40 main:574] : INFO : Epoch 1883 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 21718.6 ms [2021-10-13 18:18:03 main:574] : INFO : Epoch 1884 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 23247.2 ms [2021-10-13 18:18:26 main:574] : INFO : Epoch 1885 | loss: 0.0311672 | val_loss: 0.031173 | Time: 22586.1 ms [2021-10-13 18:18:48 main:574] : INFO : Epoch 1886 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 22076.4 ms [2021-10-13 18:19:10 main:574] : INFO : Epoch 1887 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 21877.2 ms [2021-10-13 18:19:33 main:574] : INFO : Epoch 1888 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 22964.9 ms [2021-10-13 18:19:54 main:574] : INFO : Epoch 1889 | loss: 0.0311676 | val_loss: 0.0311747 | Time: 20689.2 ms [2021-10-13 18:20:17 main:574] : INFO : Epoch 1890 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 23001.9 ms [2021-10-13 18:20:40 main:574] : INFO : Epoch 1891 | loss: 0.0311674 | val_loss: 0.0311775 | Time: 22554.2 ms [2021-10-13 18:21:03 main:574] : INFO : Epoch 1892 | loss: 0.0311673 | val_loss: 0.0311794 | Time: 22407.4 ms [2021-10-13 18:21:24 main:574] : INFO : Epoch 1893 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 21507.5 ms [2021-10-13 18:21:45 main:574] : INFO : Epoch 1894 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 20471.3 ms [2021-10-13 18:22:06 main:574] : INFO : Epoch 1895 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 21092.6 ms [2021-10-13 18:22:30 main:574] : INFO : Epoch 1896 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 23615.1 ms [2021-10-13 18:22:53 main:574] : INFO : Epoch 1897 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 22919.9 ms [2021-10-13 18:23:15 main:574] : INFO : Epoch 1898 | loss: 0.0311669 | val_loss: 0.0311757 | Time: 21499.1 ms [2021-10-13 18:23:37 main:574] : INFO : Epoch 1899 | loss: 0.0311681 | val_loss: 0.0311789 | Time: 22109.3 ms [2021-10-13 18:24:01 main:574] : INFO : Epoch 1900 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 23311.8 ms [2021-10-13 18:24:24 main:574] : INFO : Epoch 1901 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 22621.5 ms [2021-10-13 18:24:46 main:574] : INFO : Epoch 1902 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 22102.2 ms [2021-10-13 18:25:10 main:574] : INFO : Epoch 1903 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 23893.8 ms [2021-10-13 18:25:33 main:574] : INFO : Epoch 1904 | loss: 0.0311688 | val_loss: 0.0311713 | Time: 23210.1 ms [2021-10-13 18:25:55 main:574] : INFO : Epoch 1905 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 21163.3 ms [2021-10-13 18:26:15 main:574] : INFO : Epoch 1906 | loss: 0.0311705 | val_loss: 0.0311759 | Time: 20675.3 ms [2021-10-13 18:26:39 main:574] : INFO : Epoch 1907 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 23189.9 ms [2021-10-13 18:27:02 main:574] : INFO : Epoch 1908 | loss: 0.0311687 | val_loss: 0.031175 | Time: 22482.3 ms [2021-10-13 18:27:24 main:574] : INFO : Epoch 1909 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 22284 ms [2021-10-13 18:27:46 main:574] : INFO : Epoch 1910 | loss: 0.0311686 | val_loss: 0.031176 | Time: 21553.9 ms [2021-10-13 18:28:09 main:574] : INFO : Epoch 1911 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 22913.5 ms [2021-10-13 18:28:33 main:574] : INFO : Epoch 1912 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 23534.2 ms [2021-10-13 18:28:54 main:574] : INFO : Epoch 1913 | loss: 0.0311669 | val_loss: 0.031173 | Time: 21436.8 ms [2021-10-13 18:29:16 main:574] : INFO : Epoch 1914 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 21008.6 ms [2021-10-13 18:29:37 main:574] : INFO : Epoch 1915 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 21261.5 ms [2021-10-13 18:30:00 main:574] : INFO : Epoch 1916 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 22742.8 ms [2021-10-13 18:30:22 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.031172 | Time: 21975.9 ms [2021-10-13 18:30:44 main:574] : INFO : Epoch 1918 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 22266.6 ms [2021-10-13 18:31:06 main:574] : INFO : Epoch 1919 | loss: 0.0311666 | val_loss: 0.0311724 | Time: 21141.6 ms [2021-10-13 18:31:27 main:574] : INFO : Epoch 1920 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 21120.7 ms [2021-10-13 18:31:50 main:574] : INFO : Epoch 1921 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 22662.4 ms [2021-10-13 18:32:12 main:574] : INFO : Epoch 1922 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 21752.7 ms [2021-10-13 18:32:34 main:574] : INFO : Epoch 1923 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 22468.9 ms [2021-10-13 18:32:56 main:574] : INFO : Epoch 1924 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 21449.7 ms [2021-10-13 18:33:17 main:574] : INFO : Epoch 1925 | loss: 0.0311734 | val_loss: 0.0311739 | Time: 20694.6 ms [2021-10-13 18:33:39 main:574] : INFO : Epoch 1926 | loss: 0.0311735 | val_loss: 0.0311751 | Time: 22011.4 ms [2021-10-13 18:34:00 main:574] : INFO : Epoch 1927 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 20739.8 ms [2021-10-13 18:34:22 main:574] : INFO : Epoch 1928 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 21612.1 ms [2021-10-13 18:34:44 main:574] : INFO : Epoch 1929 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 21663.6 ms [2021-10-13 18:35:05 main:574] : INFO : Epoch 1930 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 21732.4 ms [2021-10-13 18:35:26 main:574] : INFO : Epoch 1931 | loss: 0.031171 | val_loss: 0.0311739 | Time: 20432.6 ms [2021-10-13 18:35:49 main:574] : INFO : Epoch 1932 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 22416.6 ms [2021-10-13 18:36:10 main:574] : INFO : Epoch 1933 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 21417.7 ms [2021-10-13 18:36:31 main:574] : INFO : Epoch 1934 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 20941.1 ms [2021-10-13 18:36:53 main:574] : INFO : Epoch 1935 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 21418.7 ms [2021-10-13 18:37:15 main:574] : INFO : Epoch 1936 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 21736.6 ms [2021-10-13 18:37:35 main:574] : INFO : Epoch 1937 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 20634.4 ms [2021-10-13 18:37:57 main:574] : INFO : Epoch 1938 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 21656.2 ms [2021-10-13 18:38:16 main:574] : INFO : Epoch 1939 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 18627.3 ms [2021-10-13 18:38:36 main:574] : INFO : Epoch 1940 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 19402.8 ms [2021-10-13 18:38:56 main:574] : INFO : Epoch 1941 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 20441.3 ms [2021-10-13 18:39:19 main:574] : INFO : Epoch 1942 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 22307.8 ms [2021-10-13 18:39:42 main:574] : INFO : Epoch 1943 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 23084.7 ms [2021-10-13 18:40:05 main:574] : INFO : Epoch 1944 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 22864.2 ms [2021-10-13 18:40:26 main:574] : INFO : Epoch 1945 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 21029.1 ms [2021-10-13 18:40:49 main:574] : INFO : Epoch 1946 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 22565.8 ms [2021-10-13 18:41:12 main:574] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 22291.9 ms [2021-10-13 18:41:34 main:574] : INFO : Epoch 1948 | loss: 0.031174 | val_loss: 0.0311749 | Time: 22216.4 ms [2021-10-13 18:41:56 main:574] : INFO : Epoch 1949 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 21408.7 ms [2021-10-13 18:42:16 main:574] : INFO : Epoch 1950 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 20550.8 ms [2021-10-13 18:42:39 main:574] : INFO : Epoch 1951 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 22593.4 ms [2021-10-13 18:43:01 main:574] : INFO : Epoch 1952 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 21825.8 ms [2021-10-13 18:43:24 main:574] : INFO : Epoch 1953 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 22673.2 ms [2021-10-13 18:43:53 main:574] : INFO : Epoch 1954 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 28531.1 ms [2021-10-13 18:44:16 main:574] : INFO : Epoch 1955 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 22732.2 ms [2021-10-13 18:44:42 main:574] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311733 | Time: 26529.7 ms [2021-10-13 18:45:12 main:574] : INFO : Epoch 1957 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 29327.2 ms [2021-10-13 18:45:45 main:574] : INFO : Epoch 1958 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 32692.5 ms [2021-10-13 18:46:02 main:574] : INFO : Epoch 1959 | loss: 0.0311768 | val_loss: 0.0311751 | Time: 16635.7 ms [2021-10-13 18:46:20 main:574] : INFO : Epoch 1960 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 18108.6 ms [2021-10-13 18:46:39 main:574] : INFO : Epoch 1961 | loss: 0.0311743 | val_loss: 0.0311735 | Time: 18008.2 ms [2021-10-13 18:46:56 main:574] : INFO : Epoch 1962 | loss: 0.0311754 | val_loss: 0.0311736 | Time: 17077.9 ms [2021-10-13 18:47:13 main:574] : INFO : Epoch 1963 | loss: 0.0311738 | val_loss: 0.0311732 | Time: 16975.3 ms [2021-10-13 18:47:31 main:574] : INFO : Epoch 1964 | loss: 0.0311732 | val_loss: 0.0311736 | Time: 16899.2 ms [2021-10-13 18:47:50 main:574] : INFO : Epoch 1965 | loss: 0.0311723 | val_loss: 0.0311728 | Time: 19137.3 ms [2021-10-13 18:48:09 main:574] : INFO : Epoch 1966 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 17960.2 ms [2021-10-13 18:48:27 main:574] : INFO : Epoch 1967 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 17576.9 ms [2021-10-13 18:48:47 main:574] : INFO : Epoch 1968 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 19339.2 ms [2021-10-13 18:49:08 main:574] : INFO : Epoch 1969 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 21212.8 ms [2021-10-13 18:49:36 main:574] : INFO : Epoch 1970 | loss: 0.0311725 | val_loss: 0.0311726 | Time: 27392.2 ms [2021-10-13 18:50:00 main:574] : INFO : Epoch 1971 | loss: 0.0311722 | val_loss: 0.031173 | Time: 24118.3 ms [2021-10-13 18:50:35 main:574] : INFO : Epoch 1972 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 24966.1 ms [2021-10-13 18:50:56 main:574] : INFO : Epoch 1973 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 20587.5 ms [2021-10-13 18:51:14 main:574] : INFO : Epoch 1974 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 18490.4 ms [2021-10-13 18:51:32 main:574] : INFO : Epoch 1975 | loss: 0.0311726 | val_loss: 0.031174 | Time: 17272.5 ms [2021-10-13 18:51:50 main:574] : INFO : Epoch 1976 | loss: 0.0311723 | val_loss: 0.0311734 | Time: 17944.4 ms [2021-10-13 18:52:08 main:574] : INFO : Epoch 1977 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 17685.5 ms [2021-10-13 18:52:26 main:574] : INFO : Epoch 1978 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 17985.9 ms [2021-10-13 18:52:44 main:574] : INFO : Epoch 1979 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 18274 ms [2021-10-13 18:53:01 main:574] : INFO : Epoch 1980 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 17205.4 ms [2021-10-13 18:53:19 main:574] : INFO : Epoch 1981 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 17285.8 ms [2021-10-13 18:53:37 main:574] : INFO : Epoch 1982 | loss: 0.0311701 | val_loss: 0.0311729 | Time: 17783 ms [2021-10-13 18:53:54 main:574] : INFO : Epoch 1983 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 16869.3 ms [2021-10-13 18:54:13 main:574] : INFO : Epoch 1984 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 19141.4 ms [2021-10-13 18:54:32 main:574] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 18459.5 ms [2021-10-13 18:54:51 main:574] : INFO : Epoch 1986 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 19169.1 ms [2021-10-13 18:55:09 main:574] : INFO : Epoch 1987 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 17426.2 ms [2021-10-13 18:55:27 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311743 | Time: 18630.2 ms [2021-10-13 18:55:46 main:574] : INFO : Epoch 1989 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 18252.2 ms [2021-10-13 18:56:04 main:574] : INFO : Epoch 1990 | loss: 0.0311743 | val_loss: 0.031177 | Time: 18254.7 ms [2021-10-13 18:56:22 main:574] : INFO : Epoch 1991 | loss: 0.0311722 | val_loss: 0.0311758 | Time: 17591.6 ms [2021-10-13 18:56:39 main:574] : INFO : Epoch 1992 | loss: 0.031171 | val_loss: 0.0311747 | Time: 17520.1 ms [2021-10-13 18:56:57 main:574] : INFO : Epoch 1993 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 17714.2 ms [2021-10-13 18:57:13 main:574] : INFO : Epoch 1994 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 16201.8 ms [2021-10-13 18:57:28 main:574] : INFO : Epoch 1995 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 14624.6 ms [2021-10-13 18:57:43 main:574] : INFO : Epoch 1996 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 14300.9 ms [2021-10-13 18:57:57 main:574] : INFO : Epoch 1997 | loss: 0.031172 | val_loss: 0.0311783 | Time: 14550.6 ms [2021-10-13 18:58:12 main:574] : INFO : Epoch 1998 | loss: 0.0311729 | val_loss: 0.0311748 | Time: 14637.3 ms [2021-10-13 18:58:27 main:574] : INFO : Epoch 1999 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 14701.4 ms [2021-10-13 18:58:41 main:574] : INFO : Epoch 2000 | loss: 0.0311738 | val_loss: 0.0311751 | Time: 14190.2 ms [2021-10-13 18:58:56 main:574] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.031174 | Time: 14648.7 ms [2021-10-13 18:59:10 main:574] : INFO : Epoch 2002 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 14561.8 ms [2021-10-13 18:59:24 main:574] : INFO : Epoch 2003 | loss: 0.0311701 | val_loss: 0.031175 | Time: 14072.4 ms [2021-10-13 18:59:39 main:574] : INFO : Epoch 2004 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 14491.4 ms [2021-10-13 18:59:53 main:574] : INFO : Epoch 2005 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 13991 ms [2021-10-13 19:00:08 main:574] : INFO : Epoch 2006 | loss: 0.0311732 | val_loss: 0.0311857 | Time: 14852.7 ms [2021-10-13 19:00:23 main:574] : INFO : Epoch 2007 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 14637.3 ms [2021-10-13 19:00:37 main:574] : INFO : Epoch 2008 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 14480.2 ms [2021-10-13 19:00:52 main:574] : INFO : Epoch 2009 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 15108.9 ms [2021-10-13 19:01:08 main:574] : INFO : Epoch 2010 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 15042.5 ms [2021-10-13 19:01:22 main:574] : INFO : Epoch 2011 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 14387.3 ms [2021-10-13 19:01:37 main:574] : INFO : Epoch 2012 | loss: 0.0311703 | val_loss: 0.0311738 | Time: 14494.6 ms [2021-10-13 19:01:52 main:574] : INFO : Epoch 2013 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 14894.7 ms [2021-10-13 19:02:07 main:574] : INFO : Epoch 2014 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 14947.1 ms [2021-10-13 19:02:21 main:574] : INFO : Epoch 2015 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 14238.2 ms [2021-10-13 19:02:36 main:574] : INFO : Epoch 2016 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 14744.9 ms [2021-10-13 19:02:51 main:574] : INFO : Epoch 2017 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 14859.3 ms [2021-10-13 19:03:06 main:574] : INFO : Epoch 2018 | loss: 0.0311692 | val_loss: 0.0311791 | Time: 15095.7 ms [2021-10-13 19:03:21 main:574] : INFO : Epoch 2019 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 14806.4 ms [2021-10-13 19:03:34 main:574] : INFO : Epoch 2020 | loss: 0.0311666 | val_loss: 0.031174 | Time: 13357 ms [2021-10-13 19:03:47 main:574] : INFO : Epoch 2021 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 12891.7 ms [2021-10-13 19:04:01 main:574] : INFO : Epoch 2022 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 13292.3 ms [2021-10-13 19:04:14 main:574] : INFO : Epoch 2023 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 13759.8 ms [2021-10-13 19:04:27 main:574] : INFO : Epoch 2024 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 12975.8 ms [2021-10-13 19:04:41 main:574] : INFO : Epoch 2025 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 12981.8 ms [2021-10-13 19:04:54 main:574] : INFO : Epoch 2026 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 12982.8 ms [2021-10-13 19:05:07 main:574] : INFO : Epoch 2027 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 13406.9 ms [2021-10-13 19:05:20 main:574] : INFO : Epoch 2028 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 13228.2 ms [2021-10-13 19:05:33 main:574] : INFO : Epoch 2029 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 12786.9 ms [2021-10-13 19:05:46 main:574] : INFO : Epoch 2030 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 12989.5 ms [2021-10-13 19:06:00 main:574] : INFO : Epoch 2031 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 13092.5 ms [2021-10-13 19:06:12 main:574] : INFO : Epoch 2032 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 12738 ms [2021-10-13 19:06:25 main:574] : INFO : Epoch 2033 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 13005.3 ms [2021-10-13 19:06:38 main:574] : INFO : Epoch 2034 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 12706.3 ms [2021-10-13 19:06:51 main:574] : INFO : Epoch 2035 | loss: 0.0311715 | val_loss: 0.031176 | Time: 12695.6 ms [2021-10-13 19:07:04 main:574] : INFO : Epoch 2036 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 13069.3 ms [2021-10-13 19:07:17 main:574] : INFO : Epoch 2037 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 13032.9 ms [2021-10-13 19:07:30 main:574] : INFO : Epoch 2038 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 12813 ms [2021-10-13 19:07:43 main:574] : INFO : Epoch 2039 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 12452.8 ms [2021-10-13 19:07:56 main:574] : INFO : Epoch 2040 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 12899.4 ms [2021-10-13 19:08:09 main:574] : INFO : Epoch 2041 | loss: 0.031171 | val_loss: 0.03118 | Time: 12919.8 ms [2021-10-13 19:08:21 main:574] : INFO : Epoch 2042 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 12705.4 ms [2021-10-13 19:08:34 main:574] : INFO : Epoch 2043 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 12845.9 ms [2021-10-13 19:08:47 main:574] : INFO : Epoch 2044 | loss: 0.0311691 | val_loss: 0.0311746 | Time: 13023.7 ms [2021-10-13 19:09:01 main:574] : INFO : Epoch 2045 | loss: 0.031171 | val_loss: 0.0311745 | Time: 13007.4 ms [2021-10-13 19:09:14 main:574] : INFO : Epoch 2046 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 13264.3 ms [2021-10-13 19:09:27 main:574] : INFO : Epoch 2047 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 13192.1 ms [2021-10-13 19:09:40 main:574] : INFO : Epoch 2048 | loss: 0.0311689 | val_loss: 0.031173 | Time: 13108.8 ms [2021-10-13 19:09:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031173 [2021-10-13 19:09:41 main:603] : INFO : Saving end state to config to file [2021-10-13 19:09:41 main:608] : INFO : Success, exiting.. 19:09:41 (5896): 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)