Task 10920579
| Name | ParityModified-1638631963-23206-3-0_0 |
| Workunit | 8219277 |
| Created | 20 Jan 2022, 13:06:04 UTC |
| Sent | 5 Feb 2022, 19:53:57 UTC |
| Report deadline | 13 Feb 2022, 19:53:57 UTC |
| Received | 6 Feb 2022, 13:50:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 15 min 52 sec |
| CPU time | 2 hours 54 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2022-02-06 12:18:58 main:574] : INFO : Epoch 1567 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 5423.2 ms [2022-02-06 12:19:03 main:574] : INFO : Epoch 1568 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 5498.96 ms [2022-02-06 12:19:09 main:574] : INFO : Epoch 1569 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 5449.55 ms [2022-02-06 12:19:14 main:574] : INFO : Epoch 1570 | loss: 0.0311768 | val_loss: 0.0311857 | Time: 5474.17 ms [2022-02-06 12:19:20 main:574] : INFO : Epoch 1571 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 5612.94 ms [2022-02-06 12:19:26 main:574] : INFO : Epoch 1572 | loss: 0.031175 | val_loss: 0.0311852 | Time: 5542.61 ms [2022-02-06 12:19:31 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.0311878 | Time: 5591.98 ms [2022-02-06 12:19:37 main:574] : INFO : Epoch 1574 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 5517.37 ms [2022-02-06 12:19:43 main:574] : INFO : Epoch 1575 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 5398.48 ms [2022-02-06 12:19:48 main:574] : INFO : Epoch 1576 | loss: 0.0311739 | val_loss: 0.0311865 | Time: 5398.26 ms [2022-02-06 12:19:54 main:574] : INFO : Epoch 1577 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 5433.25 ms [2022-02-06 12:19:59 main:574] : INFO : Epoch 1578 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 5620.96 ms [2022-02-06 12:20:05 main:574] : INFO : Epoch 1579 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 5494.68 ms [2022-02-06 12:20:10 main:574] : INFO : Epoch 1580 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 5529.9 ms [2022-02-06 12:20:16 main:574] : INFO : Epoch 1581 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 5335.81 ms [2022-02-06 12:20:22 main:574] : INFO : Epoch 1582 | loss: 0.031173 | val_loss: 0.0311836 | Time: 5549.69 ms [2022-02-06 12:20:27 main:574] : INFO : Epoch 1583 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 5498.5 ms [2022-02-06 12:20:33 main:574] : INFO : Epoch 1584 | loss: 0.0311775 | val_loss: 0.0311935 | Time: 5464.69 ms [2022-02-06 12:20:38 main:574] : INFO : Epoch 1585 | loss: 0.0311813 | val_loss: 0.0311907 | Time: 5571.11 ms [2022-02-06 12:20:44 main:574] : INFO : Epoch 1586 | loss: 0.0311856 | val_loss: 0.0311833 | Time: 5554.35 ms [2022-02-06 12:20:50 main:574] : INFO : Epoch 1587 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 5763.87 ms [2022-02-06 12:20:55 main:574] : INFO : Epoch 1588 | loss: 0.0311788 | val_loss: 0.0311869 | Time: 5379.6 ms [2022-02-06 12:21:01 main:574] : INFO : Epoch 1589 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 5466.89 ms [2022-02-06 12:21:06 main:574] : INFO : Epoch 1590 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 5518.65 ms [2022-02-06 12:21:12 main:574] : INFO : Epoch 1591 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 5529.38 ms [2022-02-06 12:21:17 main:574] : INFO : Epoch 1592 | loss: 0.0311758 | val_loss: 0.0311795 | Time: 5324.68 ms [2022-02-06 12:21:23 main:574] : INFO : Epoch 1593 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 5539.02 ms [2022-02-06 12:21:28 main:574] : INFO : Epoch 1594 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 5398.47 ms [2022-02-06 12:21:34 main:574] : INFO : Epoch 1595 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 5545.39 ms [2022-02-06 12:21:40 main:574] : INFO : Epoch 1596 | loss: 0.0311758 | val_loss: 0.03118 | Time: 5658.62 ms [2022-02-06 12:21:45 main:574] : INFO : Epoch 1597 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 5495.32 ms [2022-02-06 12:21:51 main:574] : INFO : Epoch 1598 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 5567.12 ms [2022-02-06 12:21:57 main:574] : INFO : Epoch 1599 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 5500.87 ms [2022-02-06 12:22:02 main:574] : INFO : Epoch 1600 | loss: 0.031177 | val_loss: 0.0311789 | Time: 5572.66 ms [2022-02-06 12:22:08 main:574] : INFO : Epoch 1601 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 5570.04 ms [2022-02-06 12:22:14 main:574] : INFO : Epoch 1602 | loss: 0.0311758 | val_loss: 0.031177 | Time: 5505.98 ms [2022-02-06 12:22:19 main:574] : INFO : Epoch 1603 | loss: 0.0311746 | val_loss: 0.031177 | Time: 5350.66 ms [2022-02-06 12:22:25 main:574] : INFO : Epoch 1604 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 5414.36 ms [2022-02-06 12:22:30 main:574] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 5490.82 ms [2022-02-06 12:22:36 main:574] : INFO : Epoch 1606 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 5425.3 ms [2022-02-06 12:22:41 main:574] : INFO : Epoch 1607 | loss: 0.0311729 | val_loss: 0.031179 | Time: 5462.22 ms [2022-02-06 12:22:47 main:574] : INFO : Epoch 1608 | loss: 0.031174 | val_loss: 0.0311833 | Time: 5454.42 ms [2022-02-06 12:22:52 main:574] : INFO : Epoch 1609 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 5514.22 ms [2022-02-06 12:22:58 main:574] : INFO : Epoch 1610 | loss: 0.0311791 | val_loss: 0.03118 | Time: 5488.6 ms [2022-02-06 12:23:04 main:574] : INFO : Epoch 1611 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 5617.49 ms [2022-02-06 12:23:09 main:574] : INFO : Epoch 1612 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 5288.61 ms [2022-02-06 12:23:14 main:574] : INFO : Epoch 1613 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 5382.39 ms [2022-02-06 12:23:20 main:574] : INFO : Epoch 1614 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 5398.43 ms [2022-02-06 12:23:25 main:574] : INFO : Epoch 1615 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 5368.62 ms [2022-02-06 12:23:31 main:574] : INFO : Epoch 1616 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 5470.85 ms [2022-02-06 12:23:37 main:574] : INFO : Epoch 1617 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 5622.02 ms [2022-02-06 12:23:42 main:574] : INFO : Epoch 1618 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 5704.94 ms [2022-02-06 12:23:48 main:574] : INFO : Epoch 1619 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 5424.05 ms [2022-02-06 12:23:54 main:574] : INFO : Epoch 1620 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 5585.16 ms [2022-02-06 12:23:59 main:574] : INFO : Epoch 1621 | loss: 0.031175 | val_loss: 0.0311816 | Time: 5514.98 ms [2022-02-06 12:24:05 main:574] : INFO : Epoch 1622 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 5402.83 ms [2022-02-06 12:24:10 main:574] : INFO : Epoch 1623 | loss: 0.0311745 | val_loss: 0.0311792 | Time: 5367.03 ms [2022-02-06 12:24:16 main:574] : INFO : Epoch 1624 | loss: 0.031176 | val_loss: 0.0311802 | Time: 5538.35 ms [2022-02-06 12:24:21 main:574] : INFO : Epoch 1625 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 5497.54 ms [2022-02-06 12:24:27 main:574] : INFO : Epoch 1626 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 5431.2 ms [2022-02-06 12:24:32 main:574] : INFO : Epoch 1627 | loss: 0.0311759 | val_loss: 0.031181 | Time: 5505.43 ms [2022-02-06 12:24:38 main:574] : INFO : Epoch 1628 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 5328.54 ms [2022-02-06 12:24:43 main:574] : INFO : Epoch 1629 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 5484.81 ms [2022-02-06 12:24:49 main:574] : INFO : Epoch 1630 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 5481.03 ms [2022-02-06 12:24:55 main:574] : INFO : Epoch 1631 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 5510 ms [2022-02-06 12:25:00 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 5535.54 ms [2022-02-06 12:25:06 main:574] : INFO : Epoch 1633 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 5386.2 ms [2022-02-06 12:25:11 main:574] : INFO : Epoch 1634 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 5416.64 ms [2022-02-06 12:25:17 main:574] : INFO : Epoch 1635 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 5428.1 ms [2022-02-06 12:25:22 main:574] : INFO : Epoch 1636 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 5567.84 ms [2022-02-06 12:25:28 main:574] : INFO : Epoch 1637 | loss: 0.031174 | val_loss: 0.0311822 | Time: 5408.69 ms [2022-02-06 12:25:33 main:574] : INFO : Epoch 1638 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 5509.12 ms [2022-02-06 12:25:39 main:574] : INFO : Epoch 1639 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 5641.78 ms [2022-02-06 12:25:45 main:574] : INFO : Epoch 1640 | loss: 0.0311777 | val_loss: 0.031182 | Time: 5383.09 ms [2022-02-06 12:25:50 main:574] : INFO : Epoch 1641 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 5445.63 ms [2022-02-06 12:25:56 main:574] : INFO : Epoch 1642 | loss: 0.0311747 | val_loss: 0.0311811 | Time: 5507.48 ms [2022-02-06 12:26:01 main:574] : INFO : Epoch 1643 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 5525.51 ms [2022-02-06 12:26:07 main:574] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 5493.43 ms [2022-02-06 12:26:12 main:574] : INFO : Epoch 1645 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 5459.33 ms [2022-02-06 12:26:18 main:574] : INFO : Epoch 1646 | loss: 0.0311752 | val_loss: 0.0311807 | Time: 5584.27 ms [2022-02-06 12:26:24 main:574] : INFO : Epoch 1647 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 5391.36 ms [2022-02-06 12:26:29 main:574] : INFO : Epoch 1648 | loss: 0.0311799 | val_loss: 0.0311889 | Time: 5486.59 ms [2022-02-06 12:26:35 main:574] : INFO : Epoch 1649 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 5605.58 ms [2022-02-06 12:26:40 main:574] : INFO : Epoch 1650 | loss: 0.0311817 | val_loss: 0.031189 | Time: 5474.74 ms [2022-02-06 12:26:46 main:574] : INFO : Epoch 1651 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 5484.91 ms [2022-02-06 12:26:52 main:574] : INFO : Epoch 1652 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 5666.48 ms [2022-02-06 12:26:57 main:574] : INFO : Epoch 1653 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 5509.31 ms [2022-02-06 12:27:03 main:574] : INFO : Epoch 1654 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 5368.93 ms [2022-02-06 12:27:08 main:574] : INFO : Epoch 1655 | loss: 0.0311768 | val_loss: 0.0311849 | Time: 5474.51 ms [2022-02-06 12:27:14 main:574] : INFO : Epoch 1656 | loss: 0.031177 | val_loss: 0.0311868 | Time: 5582.09 ms [2022-02-06 12:27:20 main:574] : INFO : Epoch 1657 | loss: 0.031176 | val_loss: 0.0311854 | Time: 5456.28 ms [2022-02-06 12:27:25 main:574] : INFO : Epoch 1658 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 5517.32 ms [2022-02-06 12:27:31 main:574] : INFO : Epoch 1659 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 5670.42 ms [2022-02-06 12:27:37 main:574] : INFO : Epoch 1660 | loss: 0.031174 | val_loss: 0.0311835 | Time: 5498.36 ms [2022-02-06 12:27:42 main:574] : INFO : Epoch 1661 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 5707.48 ms [2022-02-06 12:27:48 main:574] : INFO : Epoch 1662 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 5619.09 ms [2022-02-06 12:27:54 main:574] : INFO : Epoch 1663 | loss: 0.0311728 | val_loss: 0.0311844 | Time: 5434 ms [2022-02-06 12:27:59 main:574] : INFO : Epoch 1664 | loss: 0.0311738 | val_loss: 0.031185 | Time: 5653.94 ms [2022-02-06 12:28:05 main:574] : INFO : Epoch 1665 | loss: 0.0311737 | val_loss: 0.0311827 | Time: 5756.2 ms [2022-02-06 12:28:11 main:574] : INFO : Epoch 1666 | loss: 0.0311732 | val_loss: 0.031185 | Time: 5692.56 ms [2022-02-06 12:28:17 main:574] : INFO : Epoch 1667 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 5896.11 ms [2022-02-06 12:28:23 main:574] : INFO : Epoch 1668 | loss: 0.0311734 | val_loss: 0.0311836 | Time: 5556.85 ms [2022-02-06 12:28:28 main:574] : INFO : Epoch 1669 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 5673.83 ms [2022-02-06 12:28:34 main:574] : INFO : Epoch 1670 | loss: 0.0311735 | val_loss: 0.0311835 | Time: 5410.24 ms [2022-02-06 12:28:39 main:574] : INFO : Epoch 1671 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 5519.9 ms [2022-02-06 12:28:45 main:574] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.031181 | Time: 5497.25 ms [2022-02-06 12:28:51 main:574] : INFO : Epoch 1673 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 5464.54 ms [2022-02-06 12:28:56 main:574] : INFO : Epoch 1674 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 5490.45 ms [2022-02-06 12:29:02 main:574] : INFO : Epoch 1675 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 5416.15 ms [2022-02-06 12:29:07 main:574] : INFO : Epoch 1676 | loss: 0.0311732 | val_loss: 0.031183 | Time: 5383.48 ms [2022-02-06 12:29:13 main:574] : INFO : Epoch 1677 | loss: 0.0311738 | val_loss: 0.0311843 | Time: 5536.67 ms [2022-02-06 12:29:18 main:574] : INFO : Epoch 1678 | loss: 0.031174 | val_loss: 0.0311798 | Time: 5461.05 ms [2022-02-06 12:29:24 main:574] : INFO : Epoch 1679 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 5441.54 ms [2022-02-06 12:29:29 main:574] : INFO : Epoch 1680 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 5598.5 ms [2022-02-06 12:29:35 main:574] : INFO : Epoch 1681 | loss: 0.0311742 | val_loss: 0.0311832 | Time: 5428.34 ms [2022-02-06 12:29:41 main:574] : INFO : Epoch 1682 | loss: 0.0311748 | val_loss: 0.0311864 | Time: 5433.22 ms [2022-02-06 12:29:47 main:574] : INFO : Epoch 1683 | loss: 0.0311791 | val_loss: 0.0311872 | Time: 5858.77 ms [2022-02-06 12:29:52 main:574] : INFO : Epoch 1684 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 5868.03 ms [2022-02-06 12:29:58 main:574] : INFO : Epoch 1685 | loss: 0.031179 | val_loss: 0.0311829 | Time: 5924.65 ms [2022-02-06 12:30:04 main:574] : INFO : Epoch 1686 | loss: 0.031178 | val_loss: 0.0311861 | Time: 5708.01 ms [2022-02-06 12:30:10 main:574] : INFO : Epoch 1687 | loss: 0.0311763 | val_loss: 0.031181 | Time: 6131 ms [2022-02-06 12:30:16 main:574] : INFO : Epoch 1688 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 5974.94 ms [2022-02-06 12:30:22 main:574] : INFO : Epoch 1689 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 5849.29 ms [2022-02-06 12:30:28 main:574] : INFO : Epoch 1690 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 5907.61 ms [2022-02-06 12:30:34 main:574] : INFO : Epoch 1691 | loss: 0.0311731 | val_loss: 0.031184 | Time: 5860.09 ms [2022-02-06 12:30:40 main:574] : INFO : Epoch 1692 | loss: 0.031172 | val_loss: 0.0311839 | Time: 5865.48 ms [2022-02-06 12:30:46 main:574] : INFO : Epoch 1693 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 5968.12 ms [2022-02-06 12:30:52 main:574] : INFO : Epoch 1694 | loss: 0.031178 | val_loss: 0.0311838 | Time: 5950.61 ms [2022-02-06 12:30:58 main:574] : INFO : Epoch 1695 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 5919.64 ms [2022-02-06 12:31:04 main:574] : INFO : Epoch 1696 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 5938.17 ms [2022-02-06 12:31:10 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 5970.38 ms [2022-02-06 12:31:16 main:574] : INFO : Epoch 1698 | loss: 0.0311766 | val_loss: 0.0311844 | Time: 5828.07 ms [2022-02-06 12:31:22 main:574] : INFO : Epoch 1699 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 5982.21 ms [2022-02-06 12:31:28 main:574] : INFO : Epoch 1700 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 5788.6 ms [2022-02-06 12:31:34 main:574] : INFO : Epoch 1701 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 5860.02 ms [2022-02-06 12:31:40 main:574] : INFO : Epoch 1702 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 5885.91 ms [2022-02-06 12:31:46 main:574] : INFO : Epoch 1703 | loss: 0.0311773 | val_loss: 0.031184 | Time: 5917.3 ms [2022-02-06 12:31:52 main:574] : INFO : Epoch 1704 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 5936.4 ms [2022-02-06 12:31:58 main:574] : INFO : Epoch 1705 | loss: 0.0311752 | val_loss: 0.031184 | Time: 6030.9 ms [2022-02-06 12:32:04 main:574] : INFO : Epoch 1706 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 5838.11 ms [2022-02-06 12:32:10 main:574] : INFO : Epoch 1707 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 5835.57 ms [2022-02-06 12:32:16 main:574] : INFO : Epoch 1708 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 5707.98 ms [2022-02-06 12:32:22 main:574] : INFO : Epoch 1709 | loss: 0.0311768 | val_loss: 0.031185 | Time: 5865.19 ms [2022-02-06 12:32:28 main:574] : INFO : Epoch 1710 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 5961.41 ms [2022-02-06 12:32:34 main:574] : INFO : Epoch 1711 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 5718.01 ms [2022-02-06 12:32:40 main:574] : INFO : Epoch 1712 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 5816.15 ms [2022-02-06 12:32:46 main:574] : INFO : Epoch 1713 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 5916.7 ms [2022-02-06 12:32:51 main:574] : INFO : Epoch 1714 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 5823.42 ms [2022-02-06 12:32:57 main:574] : INFO : Epoch 1715 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 5818.55 ms [2022-02-06 12:33:03 main:574] : INFO : Epoch 1716 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 5840.8 ms [2022-02-06 12:33:09 main:574] : INFO : Epoch 1717 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 5863.29 ms [2022-02-06 12:33:15 main:574] : INFO : Epoch 1718 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 5947.49 ms [2022-02-06 12:33:21 main:574] : INFO : Epoch 1719 | loss: 0.031176 | val_loss: 0.0311839 | Time: 5824.36 ms [2022-02-06 12:33:27 main:574] : INFO : Epoch 1720 | loss: 0.0399798 | val_loss: 0.0327726 | Time: 6023.57 ms [2022-02-06 12:33:33 main:574] : INFO : Epoch 1721 | loss: 0.0368929 | val_loss: 0.0328439 | Time: 5869.51 ms [2022-02-06 12:33:39 main:574] : INFO : Epoch 1722 | loss: 0.031718 | val_loss: 0.0313364 | Time: 6320.17 ms [2022-02-06 12:33:45 main:574] : INFO : Epoch 1723 | loss: 0.0312893 | val_loss: 0.0312427 | Time: 5926.52 ms [2022-02-06 12:33:51 main:574] : INFO : Epoch 1724 | loss: 0.0312403 | val_loss: 0.0312317 | Time: 5894.87 ms [2022-02-06 12:33:57 main:574] : INFO : Epoch 1725 | loss: 0.0312296 | val_loss: 0.031224 | Time: 5827.25 ms [2022-02-06 12:34:03 main:574] : INFO : Epoch 1726 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 5839.48 ms [2022-02-06 12:34:09 main:574] : INFO : Epoch 1727 | loss: 0.0312207 | val_loss: 0.0312189 | Time: 5678.47 ms [2022-02-06 12:34:15 main:574] : INFO : Epoch 1728 | loss: 0.0312189 | val_loss: 0.0312175 | Time: 5940.62 ms [2022-02-06 12:34:21 main:574] : INFO : Epoch 1729 | loss: 0.031218 | val_loss: 0.0312169 | Time: 5829.33 ms [2022-02-06 12:34:27 main:574] : INFO : Epoch 1730 | loss: 0.0312183 | val_loss: 0.0312162 | Time: 5849.34 ms [2022-02-06 12:34:33 main:574] : INFO : Epoch 1731 | loss: 0.0312161 | val_loss: 0.0312148 | Time: 5757.68 ms [2022-02-06 12:34:39 main:574] : INFO : Epoch 1732 | loss: 0.0312158 | val_loss: 0.031215 | Time: 5936.18 ms [2022-02-06 12:34:45 main:574] : INFO : Epoch 1733 | loss: 0.031214 | val_loss: 0.031213 | Time: 5941.3 ms [2022-02-06 12:34:51 main:574] : INFO : Epoch 1734 | loss: 0.0312134 | val_loss: 0.0312144 | Time: 6014.1 ms [2022-02-06 12:34:57 main:574] : INFO : Epoch 1735 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 5891.86 ms [2022-02-06 12:35:03 main:574] : INFO : Epoch 1736 | loss: 0.031211 | val_loss: 0.0312118 | Time: 5909.92 ms [2022-02-06 12:35:09 main:574] : INFO : Epoch 1737 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 5844.49 ms [2022-02-06 12:35:15 main:574] : INFO : Epoch 1738 | loss: 0.0312097 | val_loss: 0.0312105 | Time: 5878.3 ms [2022-02-06 12:35:21 main:574] : INFO : Epoch 1739 | loss: 0.0312083 | val_loss: 0.0312093 | Time: 5956.6 ms [2022-02-06 12:35:27 main:574] : INFO : Epoch 1740 | loss: 0.0312072 | val_loss: 0.0312085 | Time: 5839.44 ms [2022-02-06 12:35:33 main:574] : INFO : Epoch 1741 | loss: 0.0312068 | val_loss: 0.0312084 | Time: 5956.84 ms [2022-02-06 12:35:39 main:574] : INFO : Epoch 1742 | loss: 0.0312062 | val_loss: 0.0312081 | Time: 6056.79 ms [2022-02-06 12:35:45 main:574] : INFO : Epoch 1743 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 5925.26 ms [2022-02-06 12:35:51 main:574] : INFO : Epoch 1744 | loss: 0.0312067 | val_loss: 0.0312073 | Time: 5806.24 ms [2022-02-06 12:35:57 main:574] : INFO : Epoch 1745 | loss: 0.0312054 | val_loss: 0.0312069 | Time: 5895.36 ms [2022-02-06 12:36:03 main:574] : INFO : Epoch 1746 | loss: 0.031205 | val_loss: 0.0312066 | Time: 5941.43 ms [2022-02-06 12:36:09 main:574] : INFO : Epoch 1747 | loss: 0.0312045 | val_loss: 0.0312061 | Time: 5895.1 ms [2022-02-06 12:36:15 main:574] : INFO : Epoch 1748 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 5879.6 ms [2022-02-06 12:36:20 main:574] : INFO : Epoch 1749 | loss: 0.0312038 | val_loss: 0.0312055 | Time: 5790.94 ms [2022-02-06 12:36:27 main:574] : INFO : Epoch 1750 | loss: 0.0312034 | val_loss: 0.0312068 | Time: 6037.73 ms [2022-02-06 12:36:33 main:574] : INFO : Epoch 1751 | loss: 0.0312047 | val_loss: 0.031208 | Time: 5857.27 ms [2022-02-06 12:36:39 main:574] : INFO : Epoch 1752 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 6049.29 ms [2022-02-06 12:36:45 main:574] : INFO : Epoch 1753 | loss: 0.0312024 | val_loss: 0.0312048 | Time: 6062.06 ms [2022-02-06 12:36:51 main:574] : INFO : Epoch 1754 | loss: 0.031202 | val_loss: 0.0312045 | Time: 6014.04 ms [2022-02-06 12:36:57 main:574] : INFO : Epoch 1755 | loss: 0.0312016 | val_loss: 0.0312045 | Time: 5797.42 ms [2022-02-06 12:37:03 main:574] : INFO : Epoch 1756 | loss: 0.0312014 | val_loss: 0.031204 | Time: 5906.62 ms [2022-02-06 12:37:09 main:574] : INFO : Epoch 1757 | loss: 0.0312021 | val_loss: 0.0312061 | Time: 5969.53 ms [2022-02-06 12:37:15 main:574] : INFO : Epoch 1758 | loss: 0.0312024 | val_loss: 0.0312034 | Time: 5872.19 ms [2022-02-06 12:37:21 main:574] : INFO : Epoch 1759 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 5838.11 ms [2022-02-06 12:37:27 main:574] : INFO : Epoch 1760 | loss: 0.0312004 | val_loss: 0.0312054 | Time: 5918.59 ms [2022-02-06 12:37:33 main:574] : INFO : Epoch 1761 | loss: 0.0311999 | val_loss: 0.0312051 | Time: 6079.35 ms [2022-02-06 12:37:39 main:574] : INFO : Epoch 1762 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 5788.94 ms [2022-02-06 12:37:45 main:574] : INFO : Epoch 1763 | loss: 0.0311997 | val_loss: 0.0312044 | Time: 5828.36 ms [2022-02-06 12:37:50 main:574] : INFO : Epoch 1764 | loss: 0.0311981 | val_loss: 0.0312043 | Time: 5787.26 ms [2022-02-06 12:37:56 main:574] : INFO : Epoch 1765 | loss: 0.0311977 | val_loss: 0.0312027 | Time: 5926.44 ms [2022-02-06 12:38:02 main:574] : INFO : Epoch 1766 | loss: 0.0311972 | val_loss: 0.0312023 | Time: 5889.09 ms [2022-02-06 12:38:08 main:574] : INFO : Epoch 1767 | loss: 0.0311973 | val_loss: 0.031202 | Time: 5834.92 ms [2022-02-06 12:38:14 main:574] : INFO : Epoch 1768 | loss: 0.0311967 | val_loss: 0.0312039 | Time: 5928.78 ms [2022-02-06 12:38:20 main:574] : INFO : Epoch 1769 | loss: 0.0311971 | val_loss: 0.0312021 | Time: 5918.15 ms [2022-02-06 12:38:26 main:574] : INFO : Epoch 1770 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 5873.96 ms [2022-02-06 12:38:32 main:574] : INFO : Epoch 1771 | loss: 0.031197 | val_loss: 0.0312014 | Time: 5822.65 ms [2022-02-06 12:38:38 main:574] : INFO : Epoch 1772 | loss: 0.0311957 | val_loss: 0.0312005 | Time: 5870.87 ms [2022-02-06 12:38:44 main:574] : INFO : Epoch 1773 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 6056.84 ms [2022-02-06 12:38:50 main:574] : INFO : Epoch 1774 | loss: 0.0311972 | val_loss: 0.0312 | Time: 6016.99 ms [2022-02-06 12:38:56 main:574] : INFO : Epoch 1775 | loss: 0.0311953 | val_loss: 0.0312007 | Time: 5862.95 ms [2022-02-06 12:39:02 main:574] : INFO : Epoch 1776 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 5922.79 ms [2022-02-06 12:39:08 main:574] : INFO : Epoch 1777 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 5774.81 ms [2022-02-06 12:39:14 main:574] : INFO : Epoch 1778 | loss: 0.0311952 | val_loss: 0.0312008 | Time: 5868.79 ms [2022-02-06 12:39:20 main:574] : INFO : Epoch 1779 | loss: 0.0311948 | val_loss: 0.0311988 | Time: 6110.01 ms [2022-02-06 12:39:26 main:574] : INFO : Epoch 1780 | loss: 0.031194 | val_loss: 0.0311999 | Time: 5683.98 ms [2022-02-06 12:39:32 main:574] : INFO : Epoch 1781 | loss: 0.0311947 | val_loss: 0.0311986 | Time: 5871.28 ms [2022-02-06 12:39:38 main:574] : INFO : Epoch 1782 | loss: 0.031194 | val_loss: 0.0311982 | Time: 5897.95 ms [2022-02-06 12:39:44 main:574] : INFO : Epoch 1783 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 5846.37 ms [2022-02-06 12:39:50 main:574] : INFO : Epoch 1784 | loss: 0.0311931 | val_loss: 0.0311979 | Time: 6119.67 ms [2022-02-06 12:39:56 main:574] : INFO : Epoch 1785 | loss: 0.0311939 | val_loss: 0.031198 | Time: 5772.67 ms [2022-02-06 12:40:02 main:574] : INFO : Epoch 1786 | loss: 0.0311935 | val_loss: 0.0311975 | Time: 5859.52 ms [2022-02-06 12:40:08 main:574] : INFO : Epoch 1787 | loss: 0.0311928 | val_loss: 0.0311983 | Time: 5883.71 ms [2022-02-06 12:40:14 main:574] : INFO : Epoch 1788 | loss: 0.0311924 | val_loss: 0.0311997 | Time: 5815.82 ms [2022-02-06 12:40:20 main:574] : INFO : Epoch 1789 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 5952.36 ms [2022-02-06 12:40:26 main:574] : INFO : Epoch 1790 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 5941.04 ms [2022-02-06 12:40:32 main:574] : INFO : Epoch 1791 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 5970.21 ms [2022-02-06 12:40:38 main:574] : INFO : Epoch 1792 | loss: 0.0311916 | val_loss: 0.0311979 | Time: 5943.75 ms [2022-02-06 12:40:44 main:574] : INFO : Epoch 1793 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 5822.47 ms [2022-02-06 12:40:49 main:574] : INFO : Epoch 1794 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 5613.38 ms [2022-02-06 12:40:55 main:574] : INFO : Epoch 1795 | loss: 0.0311915 | val_loss: 0.0311968 | Time: 5906.21 ms [2022-02-06 12:41:01 main:574] : INFO : Epoch 1796 | loss: 0.0311911 | val_loss: 0.0312 | Time: 6001.16 ms [2022-02-06 12:41:07 main:574] : INFO : Epoch 1797 | loss: 0.0311914 | val_loss: 0.0311975 | Time: 6045.14 ms [2022-02-06 12:41:13 main:574] : INFO : Epoch 1798 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 5840.13 ms [2022-02-06 12:41:19 main:574] : INFO : Epoch 1799 | loss: 0.0311916 | val_loss: 0.0311999 | Time: 5964.05 ms [2022-02-06 12:41:25 main:574] : INFO : Epoch 1800 | loss: 0.0311915 | val_loss: 0.0311971 | Time: 5799.96 ms [2022-02-06 12:41:31 main:574] : INFO : Epoch 1801 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 5906.81 ms [2022-02-06 12:41:37 main:574] : INFO : Epoch 1802 | loss: 0.0311912 | val_loss: 0.0311975 | Time: 5869.54 ms [2022-02-06 12:41:43 main:574] : INFO : Epoch 1803 | loss: 0.0311917 | val_loss: 0.0312003 | Time: 6156.91 ms [2022-02-06 12:41:49 main:574] : INFO : Epoch 1804 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 5886.48 ms [2022-02-06 12:41:55 main:574] : INFO : Epoch 1805 | loss: 0.0311914 | val_loss: 0.0311958 | Time: 5887.46 ms [2022-02-06 12:42:01 main:574] : INFO : Epoch 1806 | loss: 0.0311907 | val_loss: 0.0311987 | Time: 5843.13 ms [2022-02-06 12:42:07 main:574] : INFO : Epoch 1807 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 5735.18 ms [2022-02-06 12:42:13 main:574] : INFO : Epoch 1808 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 5926.49 ms [2022-02-06 12:42:19 main:574] : INFO : Epoch 1809 | loss: 0.031189 | val_loss: 0.031196 | Time: 5838.35 ms [2022-02-06 12:42:25 main:574] : INFO : Epoch 1810 | loss: 0.031189 | val_loss: 0.0311955 | Time: 5701.48 ms [2022-02-06 12:42:31 main:574] : INFO : Epoch 1811 | loss: 0.0311888 | val_loss: 0.0311951 | Time: 5811.83 ms [2022-02-06 12:42:37 main:574] : INFO : Epoch 1812 | loss: 0.0311907 | val_loss: 0.0311969 | Time: 5989.18 ms [2022-02-06 12:42:43 main:574] : INFO : Epoch 1813 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 6279.39 ms [2022-02-06 12:42:49 main:574] : INFO : Epoch 1814 | loss: 0.0311892 | val_loss: 0.0311959 | Time: 5924.91 ms [2022-02-06 12:42:55 main:574] : INFO : Epoch 1815 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 5733.89 ms [2022-02-06 12:43:01 main:574] : INFO : Epoch 1816 | loss: 0.0311879 | val_loss: 0.0311949 | Time: 5844.62 ms [2022-02-06 12:43:07 main:574] : INFO : Epoch 1817 | loss: 0.0311879 | val_loss: 0.0311966 | Time: 5918.7 ms [2022-02-06 12:43:13 main:574] : INFO : Epoch 1818 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 5848.91 ms [2022-02-06 12:43:19 main:574] : INFO : Epoch 1819 | loss: 0.0311876 | val_loss: 0.0311968 | Time: 5825.92 ms [2022-02-06 12:43:25 main:574] : INFO : Epoch 1820 | loss: 0.0311883 | val_loss: 0.0311941 | Time: 5884.54 ms [2022-02-06 12:43:30 main:574] : INFO : Epoch 1821 | loss: 0.0311902 | val_loss: 0.0311967 | Time: 5852.15 ms [2022-02-06 12:43:36 main:574] : INFO : Epoch 1822 | loss: 0.0311876 | val_loss: 0.0311942 | Time: 5858.9 ms [2022-02-06 12:43:43 main:574] : INFO : Epoch 1823 | loss: 0.0311869 | val_loss: 0.0311944 | Time: 6119.76 ms [2022-02-06 12:43:48 main:574] : INFO : Epoch 1824 | loss: 0.0311877 | val_loss: 0.0311946 | Time: 5818.35 ms [2022-02-06 12:43:54 main:574] : INFO : Epoch 1825 | loss: 0.0311877 | val_loss: 0.0311944 | Time: 5896.14 ms [2022-02-06 12:44:00 main:574] : INFO : Epoch 1826 | loss: 0.0311899 | val_loss: 0.0311978 | Time: 5925.64 ms [2022-02-06 12:44:06 main:574] : INFO : Epoch 1827 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 5961.13 ms [2022-02-06 12:44:12 main:574] : INFO : Epoch 1828 | loss: 0.0311871 | val_loss: 0.0311939 | Time: 5866.59 ms [2022-02-06 12:44:18 main:574] : INFO : Epoch 1829 | loss: 0.0311864 | val_loss: 0.0311946 | Time: 5879.69 ms [2022-02-06 12:44:24 main:574] : INFO : Epoch 1830 | loss: 0.031187 | val_loss: 0.031194 | Time: 6001 ms [2022-02-06 12:44:30 main:574] : INFO : Epoch 1831 | loss: 0.0311886 | val_loss: 0.0311947 | Time: 5974.1 ms [2022-02-06 12:44:36 main:574] : INFO : Epoch 1832 | loss: 0.0311889 | val_loss: 0.0311954 | Time: 5929.96 ms [2022-02-06 12:44:42 main:574] : INFO : Epoch 1833 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 5984.64 ms [2022-02-06 12:44:48 main:574] : INFO : Epoch 1834 | loss: 0.0311867 | val_loss: 0.0311923 | Time: 5893.58 ms [2022-02-06 12:44:54 main:574] : INFO : Epoch 1835 | loss: 0.0311871 | val_loss: 0.0311923 | Time: 6006.71 ms [2022-02-06 12:45:00 main:574] : INFO : Epoch 1836 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 5740.94 ms [2022-02-06 12:45:06 main:574] : INFO : Epoch 1837 | loss: 0.031188 | val_loss: 0.0311931 | Time: 5926.63 ms [2022-02-06 12:45:12 main:574] : INFO : Epoch 1838 | loss: 0.0311882 | val_loss: 0.0311949 | Time: 5874.06 ms [2022-02-06 12:45:18 main:574] : INFO : Epoch 1839 | loss: 0.0311873 | val_loss: 0.0311935 | Time: 5832.63 ms [2022-02-06 12:45:24 main:574] : INFO : Epoch 1840 | loss: 0.0311866 | val_loss: 0.0311924 | Time: 5744.53 ms [2022-02-06 12:45:30 main:574] : INFO : Epoch 1841 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 5932.39 ms [2022-02-06 12:45:36 main:574] : INFO : Epoch 1842 | loss: 0.0311888 | val_loss: 0.0311938 | Time: 5855.99 ms [2022-02-06 12:45:42 main:574] : INFO : Epoch 1843 | loss: 0.0311869 | val_loss: 0.0311929 | Time: 5962.41 ms [2022-02-06 12:45:48 main:574] : INFO : Epoch 1844 | loss: 0.0311861 | val_loss: 0.0311926 | Time: 5735.48 ms [2022-02-06 12:45:54 main:574] : INFO : Epoch 1845 | loss: 0.0311859 | val_loss: 0.0311935 | Time: 5831.51 ms [2022-02-06 12:46:00 main:574] : INFO : Epoch 1846 | loss: 0.0311864 | val_loss: 0.0311936 | Time: 5895.1 ms [2022-02-06 12:46:06 main:574] : INFO : Epoch 1847 | loss: 0.0311865 | val_loss: 0.0311946 | Time: 5882.3 ms [2022-02-06 12:46:11 main:574] : INFO : Epoch 1848 | loss: 0.0311857 | val_loss: 0.0311951 | Time: 5672.43 ms [2022-02-06 12:46:17 main:574] : INFO : Epoch 1849 | loss: 0.0311864 | val_loss: 0.0311983 | Time: 5829.29 ms [2022-02-06 12:46:23 main:574] : INFO : Epoch 1850 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 5676.14 ms [2022-02-06 12:46:29 main:574] : INFO : Epoch 1851 | loss: 0.0311849 | val_loss: 0.0311915 | Time: 5659.38 ms [2022-02-06 12:46:35 main:574] : INFO : Epoch 1852 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 5953.02 ms [2022-02-06 12:46:41 main:574] : INFO : Epoch 1853 | loss: 0.0311846 | val_loss: 0.0311932 | Time: 5909.36 ms [2022-02-06 12:46:47 main:574] : INFO : Epoch 1854 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 6169.83 ms [2022-02-06 12:46:53 main:574] : INFO : Epoch 1855 | loss: 0.0311845 | val_loss: 0.0311916 | Time: 6190.15 ms [2022-02-06 12:46:59 main:574] : INFO : Epoch 1856 | loss: 0.0311846 | val_loss: 0.0311906 | Time: 5881.03 ms [2022-02-06 12:47:05 main:574] : INFO : Epoch 1857 | loss: 0.0311857 | val_loss: 0.031192 | Time: 5774.85 ms [2022-02-06 12:47:11 main:574] : INFO : Epoch 1858 | loss: 0.0311853 | val_loss: 0.0311963 | Time: 5808.74 ms [2022-02-06 12:47:17 main:574] : INFO : Epoch 1859 | loss: 0.0311865 | val_loss: 0.0311934 | Time: 6024 ms [2022-02-06 12:47:23 main:574] : INFO : Epoch 1860 | loss: 0.0311853 | val_loss: 0.031192 | Time: 5966.4 ms [2022-02-06 12:47:29 main:574] : INFO : Epoch 1861 | loss: 0.0311852 | val_loss: 0.031192 | Time: 5866.9 ms [2022-02-06 12:47:35 main:574] : INFO : Epoch 1862 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 5806.69 ms [2022-02-06 12:47:41 main:574] : INFO : Epoch 1863 | loss: 0.0311879 | val_loss: 0.0311888 | Time: 5763.34 ms [2022-02-06 12:47:47 main:574] : INFO : Epoch 1864 | loss: 0.0311872 | val_loss: 0.031188 | Time: 5956.4 ms [2022-02-06 12:47:53 main:574] : INFO : Epoch 1865 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 5999.9 ms [2022-02-06 12:47:59 main:574] : INFO : Epoch 1866 | loss: 0.0311887 | val_loss: 0.0311919 | Time: 5881.12 ms [2022-02-06 12:48:04 main:574] : INFO : Epoch 1867 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 5719.41 ms [2022-02-06 12:48:10 main:574] : INFO : Epoch 1868 | loss: 0.0311866 | val_loss: 0.031191 | Time: 5758.49 ms [2022-02-06 12:48:16 main:574] : INFO : Epoch 1869 | loss: 0.031185 | val_loss: 0.0311888 | Time: 5907.8 ms [2022-02-06 12:48:22 main:574] : INFO : Epoch 1870 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 5950.13 ms [2022-02-06 12:48:28 main:574] : INFO : Epoch 1871 | loss: 0.0311843 | val_loss: 0.0311884 | Time: 5817.74 ms [2022-02-06 12:48:34 main:574] : INFO : Epoch 1872 | loss: 0.0311853 | val_loss: 0.031192 | Time: 5992.99 ms [2022-02-06 12:48:40 main:574] : INFO : Epoch 1873 | loss: 0.0311866 | val_loss: 0.0311943 | Time: 6042.85 ms [2022-02-06 12:48:46 main:574] : INFO : Epoch 1874 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 5937.81 ms [2022-02-06 12:48:52 main:574] : INFO : Epoch 1875 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 5823.41 ms [2022-02-06 12:48:58 main:574] : INFO : Epoch 1876 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 5873.72 ms [2022-02-06 12:49:04 main:574] : INFO : Epoch 1877 | loss: 0.0311855 | val_loss: 0.031188 | Time: 5927.53 ms [2022-02-06 12:49:10 main:574] : INFO : Epoch 1878 | loss: 0.0311841 | val_loss: 0.031187 | Time: 5761.97 ms [2022-02-06 12:49:16 main:574] : INFO : Epoch 1879 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 5749.2 ms [2022-02-06 12:49:22 main:574] : INFO : Epoch 1880 | loss: 0.031186 | val_loss: 0.0311872 | Time: 5934.06 ms [2022-02-06 12:49:28 main:574] : INFO : Epoch 1881 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 5858.21 ms [2022-02-06 12:49:34 main:574] : INFO : Epoch 1882 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 5881.38 ms [2022-02-06 12:49:40 main:574] : INFO : Epoch 1883 | loss: 0.0311833 | val_loss: 0.0311881 | Time: 6048.29 ms [2022-02-06 12:49:46 main:574] : INFO : Epoch 1884 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 5914.96 ms [2022-02-06 12:49:52 main:574] : INFO : Epoch 1885 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 5913.71 ms [2022-02-06 12:49:58 main:574] : INFO : Epoch 1886 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 6111.6 ms [2022-02-06 12:50:04 main:574] : INFO : Epoch 1887 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 5994.72 ms [2022-02-06 12:50:10 main:574] : INFO : Epoch 1888 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 6135.79 ms [2022-02-06 12:50:16 main:574] : INFO : Epoch 1889 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 5895.58 ms [2022-02-06 12:50:22 main:574] : INFO : Epoch 1890 | loss: 0.0311852 | val_loss: 0.031192 | Time: 5858.13 ms [2022-02-06 12:50:28 main:574] : INFO : Epoch 1891 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 5720.09 ms [2022-02-06 12:50:34 main:574] : INFO : Epoch 1892 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 5974.3 ms [2022-02-06 12:50:40 main:574] : INFO : Epoch 1893 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 5908.71 ms [2022-02-06 12:50:46 main:574] : INFO : Epoch 1894 | loss: 0.0311845 | val_loss: 0.0311928 | Time: 5813.63 ms [2022-02-06 12:50:52 main:574] : INFO : Epoch 1895 | loss: 0.0311835 | val_loss: 0.0311885 | Time: 5810.55 ms [2022-02-06 12:50:57 main:574] : INFO : Epoch 1896 | loss: 0.0311832 | val_loss: 0.0311879 | Time: 5603.89 ms [2022-02-06 12:51:03 main:574] : INFO : Epoch 1897 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 5610.52 ms [2022-02-06 12:51:09 main:574] : INFO : Epoch 1898 | loss: 0.0311824 | val_loss: 0.0311886 | Time: 5786.61 ms [2022-02-06 12:51:15 main:574] : INFO : Epoch 1899 | loss: 0.0311809 | val_loss: 0.0311873 | Time: 5768.59 ms [2022-02-06 12:51:21 main:574] : INFO : Epoch 1900 | loss: 0.0311806 | val_loss: 0.0311893 | Time: 5919.6 ms [2022-02-06 12:51:27 main:574] : INFO : Epoch 1901 | loss: 0.0311844 | val_loss: 0.0311911 | Time: 5829.18 ms [2022-02-06 12:51:32 main:574] : INFO : Epoch 1902 | loss: 0.0311808 | val_loss: 0.0311945 | Time: 5752.84 ms [2022-02-06 12:51:38 main:574] : INFO : Epoch 1903 | loss: 0.0311822 | val_loss: 0.0311877 | Time: 6011.31 ms [2022-02-06 12:51:44 main:574] : INFO : Epoch 1904 | loss: 0.0311786 | val_loss: 0.0311867 | Time: 5902.93 ms [2022-02-06 12:51:50 main:574] : INFO : Epoch 1905 | loss: 0.0311798 | val_loss: 0.0311879 | Time: 5724.65 ms [2022-02-06 12:51:56 main:574] : INFO : Epoch 1906 | loss: 0.0311797 | val_loss: 0.0311899 | Time: 5919.26 ms [2022-02-06 12:52:02 main:574] : INFO : Epoch 1907 | loss: 0.0311854 | val_loss: 0.0311936 | Time: 5854.48 ms [2022-02-06 12:52:08 main:574] : INFO : Epoch 1908 | loss: 0.031183 | val_loss: 0.0311934 | Time: 5695.08 ms [2022-02-06 12:52:14 main:574] : INFO : Epoch 1909 | loss: 0.0311796 | val_loss: 0.0311882 | Time: 5865.64 ms [2022-02-06 12:52:20 main:574] : INFO : Epoch 1910 | loss: 0.0311796 | val_loss: 0.031188 | Time: 5679.03 ms [2022-02-06 12:52:25 main:574] : INFO : Epoch 1911 | loss: 0.0311823 | val_loss: 0.0311966 | Time: 5766.54 ms [2022-02-06 12:52:31 main:574] : INFO : Epoch 1912 | loss: 0.031179 | val_loss: 0.0311858 | Time: 5943.82 ms [2022-02-06 12:52:37 main:574] : INFO : Epoch 1913 | loss: 0.0311788 | val_loss: 0.0311869 | Time: 5828.19 ms [2022-02-06 12:52:43 main:574] : INFO : Epoch 1914 | loss: 0.0311787 | val_loss: 0.03119 | Time: 5947.99 ms [2022-02-06 12:52:49 main:574] : INFO : Epoch 1915 | loss: 0.031178 | val_loss: 0.0311875 | Time: 5891.23 ms [2022-02-06 12:52:55 main:574] : INFO : Epoch 1916 | loss: 0.0311775 | val_loss: 0.0311958 | Time: 5944.21 ms [2022-02-06 12:53:01 main:574] : INFO : Epoch 1917 | loss: 0.0311782 | val_loss: 0.0311918 | Time: 5872.34 ms [2022-02-06 12:53:07 main:574] : INFO : Epoch 1918 | loss: 0.031179 | val_loss: 0.031188 | Time: 5803.01 ms [2022-02-06 12:53:13 main:574] : INFO : Epoch 1919 | loss: 0.0311772 | val_loss: 0.0311943 | Time: 5771 ms [2022-02-06 12:53:19 main:574] : INFO : Epoch 1920 | loss: 0.0311776 | val_loss: 0.0311888 | Time: 5654.43 ms [2022-02-06 12:53:25 main:574] : INFO : Epoch 1921 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 5969.81 ms [2022-02-06 12:53:30 main:574] : INFO : Epoch 1922 | loss: 0.0311835 | val_loss: 0.0311874 | Time: 5638 ms [2022-02-06 12:53:36 main:574] : INFO : Epoch 1923 | loss: 0.0311817 | val_loss: 0.0311914 | Time: 5953.65 ms [2022-02-06 12:53:43 main:574] : INFO : Epoch 1924 | loss: 0.0311821 | val_loss: 0.031188 | Time: 6003.89 ms [2022-02-06 12:53:48 main:574] : INFO : Epoch 1925 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 5853.52 ms [2022-02-06 12:53:54 main:574] : INFO : Epoch 1926 | loss: 0.0311808 | val_loss: 0.0311885 | Time: 5933.71 ms [2022-02-06 12:54:00 main:574] : INFO : Epoch 1927 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 5886.78 ms [2022-02-06 12:54:06 main:574] : INFO : Epoch 1928 | loss: 0.031182 | val_loss: 0.031192 | Time: 5814.87 ms [2022-02-06 12:54:12 main:574] : INFO : Epoch 1929 | loss: 0.0311828 | val_loss: 0.0311884 | Time: 5652.64 ms [2022-02-06 12:54:18 main:574] : INFO : Epoch 1930 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 5930.06 ms [2022-02-06 12:54:24 main:574] : INFO : Epoch 1931 | loss: 0.0311799 | val_loss: 0.0311877 | Time: 5973.49 ms [2022-02-06 12:54:30 main:574] : INFO : Epoch 1932 | loss: 0.03118 | val_loss: 0.031191 | Time: 5733.73 ms [2022-02-06 12:54:36 main:574] : INFO : Epoch 1933 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 5828.36 ms [2022-02-06 12:54:42 main:574] : INFO : Epoch 1934 | loss: 0.0311791 | val_loss: 0.0312111 | Time: 5916.3 ms [2022-02-06 12:54:48 main:574] : INFO : Epoch 1935 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 5830.97 ms [2022-02-06 12:54:54 main:574] : INFO : Epoch 1936 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 5977.35 ms [2022-02-06 12:55:00 main:574] : INFO : Epoch 1937 | loss: 0.0311756 | val_loss: 0.0311874 | Time: 6045.1 ms [2022-02-06 12:55:06 main:574] : INFO : Epoch 1938 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 5974.4 ms [2022-02-06 12:55:12 main:574] : INFO : Epoch 1939 | loss: 0.0311776 | val_loss: 0.031188 | Time: 5866.55 ms [2022-02-06 12:55:18 main:574] : INFO : Epoch 1940 | loss: 0.0311778 | val_loss: 0.031192 | Time: 5946.1 ms [2022-02-06 12:55:24 main:574] : INFO : Epoch 1941 | loss: 0.0311815 | val_loss: 0.0311918 | Time: 5949.18 ms [2022-02-06 12:55:30 main:574] : INFO : Epoch 1942 | loss: 0.031181 | val_loss: 0.0311868 | Time: 5740.64 ms [2022-02-06 12:55:35 main:574] : INFO : Epoch 1943 | loss: 0.0311793 | val_loss: 0.0311911 | Time: 5814.43 ms [2022-02-06 12:55:42 main:574] : INFO : Epoch 1944 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 6105.73 ms [2022-02-06 12:55:48 main:574] : INFO : Epoch 1945 | loss: 0.0311794 | val_loss: 0.0311875 | Time: 5965.45 ms [2022-02-06 12:55:54 main:574] : INFO : Epoch 1946 | loss: 0.0311767 | val_loss: 0.0311875 | Time: 5826.2 ms [2022-02-06 12:55:59 main:574] : INFO : Epoch 1947 | loss: 0.0311833 | val_loss: 0.0311916 | Time: 5787.67 ms [2022-02-06 12:56:05 main:574] : INFO : Epoch 1948 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 5924.46 ms [2022-02-06 12:56:12 main:574] : INFO : Epoch 1949 | loss: 0.0311773 | val_loss: 0.0311876 | Time: 6181.4 ms [2022-02-06 12:56:18 main:574] : INFO : Epoch 1950 | loss: 0.0311748 | val_loss: 0.0311898 | Time: 5959.04 ms [2022-02-06 12:56:24 main:574] : INFO : Epoch 1951 | loss: 0.0311753 | val_loss: 0.0311917 | Time: 5761.92 ms [2022-02-06 12:56:30 main:574] : INFO : Epoch 1952 | loss: 0.0311784 | val_loss: 0.031192 | Time: 5954.21 ms [2022-02-06 12:56:35 main:574] : INFO : Epoch 1953 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 5843.34 ms [2022-02-06 12:56:41 main:574] : INFO : Epoch 1954 | loss: 0.0311958 | val_loss: 0.0311899 | Time: 5802.16 ms [2022-02-06 12:56:47 main:574] : INFO : Epoch 1955 | loss: 0.0311875 | val_loss: 0.031187 | Time: 6016.67 ms [2022-02-06 12:56:54 main:574] : INFO : Epoch 1956 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 6062.52 ms [2022-02-06 12:56:59 main:574] : INFO : Epoch 1957 | loss: 0.0311771 | val_loss: 0.0311865 | Time: 5887.64 ms [2022-02-06 12:57:05 main:574] : INFO : Epoch 1958 | loss: 0.0311798 | val_loss: 0.031187 | Time: 5965.86 ms [2022-02-06 12:57:11 main:574] : INFO : Epoch 1959 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 5867.85 ms [2022-02-06 12:57:17 main:574] : INFO : Epoch 1960 | loss: 0.0311791 | val_loss: 0.0311926 | Time: 5794.09 ms [2022-02-06 12:57:23 main:574] : INFO : Epoch 1961 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 5903.16 ms [2022-02-06 12:57:29 main:574] : INFO : Epoch 1962 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 6011.53 ms [2022-02-06 12:57:35 main:574] : INFO : Epoch 1963 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 5812.06 ms [2022-02-06 12:57:41 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.0311878 | Time: 6022.88 ms [2022-02-06 12:57:47 main:574] : INFO : Epoch 1965 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 6013.77 ms [2022-02-06 12:57:53 main:574] : INFO : Epoch 1966 | loss: 0.0311826 | val_loss: 0.0312045 | Time: 5852.45 ms [2022-02-06 12:57:59 main:574] : INFO : Epoch 1967 | loss: 0.0311823 | val_loss: 0.0312049 | Time: 6005.47 ms [2022-02-06 12:58:05 main:574] : INFO : Epoch 1968 | loss: 0.0311789 | val_loss: 0.031186 | Time: 5979.94 ms [2022-02-06 12:58:11 main:574] : INFO : Epoch 1969 | loss: 0.0311784 | val_loss: 0.0311972 | Time: 5788.01 ms [2022-02-06 12:58:17 main:574] : INFO : Epoch 1970 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 5989.54 ms [2022-02-06 12:58:23 main:574] : INFO : Epoch 1971 | loss: 0.0311819 | val_loss: 0.0311913 | Time: 5926.02 ms [2022-02-06 12:58:29 main:574] : INFO : Epoch 1972 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 5830.88 ms [2022-02-06 12:58:35 main:574] : INFO : Epoch 1973 | loss: 0.0311926 | val_loss: 0.0311964 | Time: 5714.21 ms [2022-02-06 12:58:41 main:574] : INFO : Epoch 1974 | loss: 0.031197 | val_loss: 0.0311955 | Time: 6140.1 ms [2022-02-06 12:58:47 main:574] : INFO : Epoch 1975 | loss: 0.0311953 | val_loss: 0.0312024 | Time: 6024.52 ms [2022-02-06 12:58:53 main:574] : INFO : Epoch 1976 | loss: 0.0311969 | val_loss: 0.0311964 | Time: 5948.86 ms [2022-02-06 12:58:59 main:574] : INFO : Epoch 1977 | loss: 0.0311923 | val_loss: 0.0311922 | Time: 5825.01 ms [2022-02-06 12:59:05 main:574] : INFO : Epoch 1978 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 5948.98 ms [2022-02-06 12:59:11 main:574] : INFO : Epoch 1979 | loss: 0.0311888 | val_loss: 0.0311891 | Time: 6014.69 ms [2022-02-06 12:59:17 main:574] : INFO : Epoch 1980 | loss: 0.0311888 | val_loss: 0.03119 | Time: 5988.48 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-02-06 13:44:07 main:435] : INFO : Set logging level to 1 [2022-02-06 13:44:07 main:441] : INFO : Running in BOINC Client mode [2022-02-06 13:44:07 main:444] : INFO : Resolving all filenames [2022-02-06 13:44:07 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-06 13:44:07 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-06 13:44:07 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-06 13:44:07 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-06 13:44:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-06 13:44:08 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-06 13:44:08 main:474] : INFO : Configuration: [2022-02-06 13:44:08 main:475] : INFO : Model type: GRU [2022-02-06 13:44:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-06 13:44:08 main:477] : INFO : Max Epochs: 2048 [2022-02-06 13:44:08 main:478] : INFO : Batch Size: 128 [2022-02-06 13:44:08 main:479] : INFO : Learning Rate: 0.01 [2022-02-06 13:44:08 main:480] : INFO : Patience: 10 [2022-02-06 13:44:08 main:481] : INFO : Hidden Width: 12 [2022-02-06 13:44:08 main:482] : INFO : # Recurrent Layers: 4 [2022-02-06 13:44:08 main:483] : INFO : # Backend Layers: 4 [2022-02-06 13:44:08 main:484] : INFO : # Threads: 1 [2022-02-06 13:44:08 main:486] : INFO : Preparing Dataset [2022-02-06 13:44:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-06 13:44:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-06 13:44:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-06 13:44:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-06 13:44:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-06 13:44:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-06 13:44:11 main:494] : INFO : Creating Model [2022-02-06 13:44:11 main:507] : INFO : Preparing config file [2022-02-06 13:44:11 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-06 13:44:11 main:512] : INFO : Loading config [2022-02-06 13:44:11 main:514] : INFO : Loading state [2022-02-06 13:44:12 main:559] : INFO : Loading DataLoader into Memory [2022-02-06 13:44:12 main:562] : INFO : Starting Training [2022-02-06 13:44:18 main:574] : INFO : Epoch 1981 | loss: 0.0319721 | val_loss: 0.031338 | Time: 5817.53 ms [2022-02-06 13:44:23 main:574] : INFO : Epoch 1982 | loss: 0.0312958 | val_loss: 0.0312299 | Time: 5441.97 ms [2022-02-06 13:44:29 main:574] : INFO : Epoch 1983 | loss: 0.0312269 | val_loss: 0.0312116 | Time: 5515.74 ms [2022-02-06 13:44:35 main:574] : INFO : Epoch 1984 | loss: 0.0312049 | val_loss: 0.0311974 | Time: 5627.55 ms [2022-02-06 13:44:40 main:574] : INFO : Epoch 1985 | loss: 0.0311946 | val_loss: 0.0311902 | Time: 5593.58 ms [2022-02-06 13:44:46 main:574] : INFO : Epoch 1986 | loss: 0.0311908 | val_loss: 0.0311888 | Time: 5582.82 ms [2022-02-06 13:44:52 main:574] : INFO : Epoch 1987 | loss: 0.0311896 | val_loss: 0.0311899 | Time: 5549.65 ms [2022-02-06 13:44:57 main:574] : INFO : Epoch 1988 | loss: 0.0311909 | val_loss: 0.0311891 | Time: 5411.98 ms [2022-02-06 13:45:03 main:574] : INFO : Epoch 1989 | loss: 0.0311882 | val_loss: 0.031188 | Time: 5506.84 ms [2022-02-06 13:45:08 main:574] : INFO : Epoch 1990 | loss: 0.0311869 | val_loss: 0.0311877 | Time: 5600.5 ms [2022-02-06 13:45:14 main:574] : INFO : Epoch 1991 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 5580.34 ms [2022-02-06 13:45:20 main:574] : INFO : Epoch 1992 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 5377.86 ms [2022-02-06 13:45:25 main:574] : INFO : Epoch 1993 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 5587.43 ms [2022-02-06 13:45:31 main:574] : INFO : Epoch 1994 | loss: 0.031186 | val_loss: 0.0311876 | Time: 5733.85 ms [2022-02-06 13:45:37 main:574] : INFO : Epoch 1995 | loss: 0.0311852 | val_loss: 0.031186 | Time: 5620.89 ms [2022-02-06 13:45:42 main:574] : INFO : Epoch 1996 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 5631.1 ms [2022-02-06 13:45:48 main:574] : INFO : Epoch 1997 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 5486.34 ms [2022-02-06 13:45:54 main:574] : INFO : Epoch 1998 | loss: 0.0311832 | val_loss: 0.0311865 | Time: 5471.46 ms [2022-02-06 13:45:59 main:574] : INFO : Epoch 1999 | loss: 0.0311835 | val_loss: 0.0311867 | Time: 5556.07 ms [2022-02-06 13:46:05 main:574] : INFO : Epoch 2000 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 5550.97 ms [2022-02-06 13:46:11 main:574] : INFO : Epoch 2001 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 5559.42 ms [2022-02-06 13:46:16 main:574] : INFO : Epoch 2002 | loss: 0.0311838 | val_loss: 0.0311863 | Time: 5680.62 ms [2022-02-06 13:46:22 main:574] : INFO : Epoch 2003 | loss: 0.0311827 | val_loss: 0.0311868 | Time: 5529.37 ms [2022-02-06 13:46:28 main:574] : INFO : Epoch 2004 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 5650.54 ms [2022-02-06 13:46:33 main:574] : INFO : Epoch 2005 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 5492.04 ms [2022-02-06 13:46:39 main:574] : INFO : Epoch 2006 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 5382.52 ms [2022-02-06 13:46:44 main:574] : INFO : Epoch 2007 | loss: 0.0311809 | val_loss: 0.0311855 | Time: 5757.51 ms [2022-02-06 13:46:50 main:574] : INFO : Epoch 2008 | loss: 0.0311801 | val_loss: 0.031185 | Time: 5456.92 ms [2022-02-06 13:46:56 main:574] : INFO : Epoch 2009 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 5567.91 ms [2022-02-06 13:47:01 main:574] : INFO : Epoch 2010 | loss: 0.0311809 | val_loss: 0.0311868 | Time: 5666.07 ms [2022-02-06 13:47:07 main:574] : INFO : Epoch 2011 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 5580.35 ms [2022-02-06 13:47:13 main:574] : INFO : Epoch 2012 | loss: 0.0311811 | val_loss: 0.0311889 | Time: 5521.11 ms [2022-02-06 13:47:18 main:574] : INFO : Epoch 2013 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 5435.83 ms [2022-02-06 13:47:24 main:574] : INFO : Epoch 2014 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 5593.09 ms [2022-02-06 13:47:29 main:574] : INFO : Epoch 2015 | loss: 0.0311811 | val_loss: 0.0311981 | Time: 5427.59 ms [2022-02-06 13:47:35 main:574] : INFO : Epoch 2016 | loss: 0.0311879 | val_loss: 0.031191 | Time: 5618.68 ms [2022-02-06 13:47:41 main:574] : INFO : Epoch 2017 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 5643.41 ms [2022-02-06 13:47:47 main:574] : INFO : Epoch 2018 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 5655.46 ms [2022-02-06 13:47:52 main:574] : INFO : Epoch 2019 | loss: 0.0311791 | val_loss: 0.0311836 | Time: 5352.66 ms [2022-02-06 13:47:58 main:574] : INFO : Epoch 2020 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 5619.88 ms [2022-02-06 13:48:03 main:574] : INFO : Epoch 2021 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 5554.71 ms [2022-02-06 13:48:09 main:574] : INFO : Epoch 2022 | loss: 0.0311811 | val_loss: 0.0311868 | Time: 5530.1 ms [2022-02-06 13:48:15 main:574] : INFO : Epoch 2023 | loss: 0.0311818 | val_loss: 0.0311875 | Time: 5483.38 ms [2022-02-06 13:48:20 main:574] : INFO : Epoch 2024 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 5624.05 ms [2022-02-06 13:48:26 main:574] : INFO : Epoch 2025 | loss: 0.0311836 | val_loss: 0.0311983 | Time: 5467.12 ms [2022-02-06 13:48:31 main:574] : INFO : Epoch 2026 | loss: 0.0311823 | val_loss: 0.031186 | Time: 5451.81 ms [2022-02-06 13:48:37 main:574] : INFO : Epoch 2027 | loss: 0.0311799 | val_loss: 0.0311906 | Time: 5599.62 ms [2022-02-06 13:48:43 main:574] : INFO : Epoch 2028 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 5451.7 ms [2022-02-06 13:48:48 main:574] : INFO : Epoch 2029 | loss: 0.0311791 | val_loss: 0.0311881 | Time: 5547.16 ms [2022-02-06 13:48:54 main:574] : INFO : Epoch 2030 | loss: 0.0311829 | val_loss: 0.0311948 | Time: 5538.1 ms [2022-02-06 13:48:59 main:574] : INFO : Epoch 2031 | loss: 0.031181 | val_loss: 0.0311876 | Time: 5585.8 ms [2022-02-06 13:49:05 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.031189 | Time: 5602.43 ms [2022-02-06 13:49:10 main:574] : INFO : Epoch 2033 | loss: 0.03118 | val_loss: 0.0311842 | Time: 5259.54 ms [2022-02-06 13:49:16 main:574] : INFO : Epoch 2034 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 5437.25 ms [2022-02-06 13:49:22 main:574] : INFO : Epoch 2035 | loss: 0.0311844 | val_loss: 0.0311856 | Time: 5711.6 ms [2022-02-06 13:49:27 main:574] : INFO : Epoch 2036 | loss: 0.0311853 | val_loss: 0.0311835 | Time: 5506.05 ms [2022-02-06 13:49:33 main:574] : INFO : Epoch 2037 | loss: 0.031181 | val_loss: 0.0311855 | Time: 5684.74 ms [2022-02-06 13:49:39 main:574] : INFO : Epoch 2038 | loss: 0.0311789 | val_loss: 0.0311868 | Time: 5543.47 ms [2022-02-06 13:49:44 main:574] : INFO : Epoch 2039 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 5407.43 ms [2022-02-06 13:49:50 main:574] : INFO : Epoch 2040 | loss: 0.031184 | val_loss: 0.0311841 | Time: 5724.16 ms [2022-02-06 13:49:56 main:574] : INFO : Epoch 2041 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 5554.3 ms [2022-02-06 13:50:01 main:574] : INFO : Epoch 2042 | loss: 0.0311828 | val_loss: 0.0311908 | Time: 5484.28 ms [2022-02-06 13:50:07 main:574] : INFO : Epoch 2043 | loss: 0.0311833 | val_loss: 0.0311846 | Time: 5567.89 ms [2022-02-06 13:50:13 main:574] : INFO : Epoch 2044 | loss: 0.0311848 | val_loss: 0.0311845 | Time: 5520.56 ms [2022-02-06 13:50:18 main:574] : INFO : Epoch 2045 | loss: 0.0311813 | val_loss: 0.031185 | Time: 5690.89 ms [2022-02-06 13:50:24 main:574] : INFO : Epoch 2046 | loss: 0.031181 | val_loss: 0.0311934 | Time: 5561.97 ms [2022-02-06 13:50:30 main:574] : INFO : Epoch 2047 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 5483.6 ms [2022-02-06 13:50:35 main:574] : INFO : Epoch 2048 | loss: 0.0311879 | val_loss: 0.031186 | Time: 5663.4 ms [2022-02-06 13:50:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031186 [2022-02-06 13:50:35 main:603] : INFO : Saving end state to config to file [2022-02-06 13:50:36 main:608] : INFO : Success, exiting.. 13:50:36 (5688): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)