Task 13259860
| Name | ParityModified-1645992931-28022-3-0_0 |
| Workunit | 10377186 |
| Created | 16 Mar 2022, 3:56:40 UTC |
| Sent | 22 Mar 2022, 22:53:21 UTC |
| Report deadline | 30 Mar 2022, 22:53:21 UTC |
| Received | 23 Mar 2022, 9:58:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18276 |
| Run time | 5 hours 32 min 17 sec |
| CPU time | 4 hours 27 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,218.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.49 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1605 | loss: 0.0311692 | val_loss: 0.0311781 | Time: 9434.09 ms
[2022-03-23 15:56:56 main:574] : INFO : Epoch 1606 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 9749.42 ms
[2022-03-23 15:57:06 main:574] : INFO : Epoch 1607 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 10147.6 ms
[2022-03-23 15:57:16 main:574] : INFO : Epoch 1608 | loss: 0.0311692 | val_loss: 0.0311883 | Time: 9577.73 ms
[2022-03-23 15:57:25 main:574] : INFO : Epoch 1609 | loss: 0.0311719 | val_loss: 0.0311866 | Time: 9612.58 ms
[2022-03-23 15:57:35 main:574] : INFO : Epoch 1610 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 9477 ms
[2022-03-23 15:57:45 main:574] : INFO : Epoch 1611 | loss: 0.0311688 | val_loss: 0.0311777 | Time: 9669.95 ms
[2022-03-23 15:57:54 main:574] : INFO : Epoch 1612 | loss: 0.0311664 | val_loss: 0.031177 | Time: 9628.12 ms
[2022-03-23 15:58:04 main:574] : INFO : Epoch 1613 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 9691.28 ms
[2022-03-23 15:58:14 main:574] : INFO : Epoch 1614 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 9665.97 ms
[2022-03-23 15:58:23 main:574] : INFO : Epoch 1615 | loss: 0.0311668 | val_loss: 0.0311807 | Time: 9726.73 ms
[2022-03-23 15:58:33 main:574] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 9379.82 ms
[2022-03-23 15:58:42 main:574] : INFO : Epoch 1617 | loss: 0.031168 | val_loss: 0.0311778 | Time: 9675.99 ms
[2022-03-23 15:58:52 main:574] : INFO : Epoch 1618 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 9874.9 ms
[2022-03-23 15:59:02 main:574] : INFO : Epoch 1619 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 9304.13 ms
[2022-03-23 15:59:11 main:574] : INFO : Epoch 1620 | loss: 0.0311653 | val_loss: 0.0311791 | Time: 9585.44 ms
[2022-03-23 15:59:21 main:574] : INFO : Epoch 1621 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 9655.03 ms
[2022-03-23 15:59:31 main:574] : INFO : Epoch 1622 | loss: 0.0311708 | val_loss: 0.031178 | Time: 9702.21 ms
[2022-03-23 15:59:40 main:574] : INFO : Epoch 1623 | loss: 0.0311709 | val_loss: 0.0311807 | Time: 9589.41 ms
[2022-03-23 15:59:50 main:574] : INFO : Epoch 1624 | loss: 0.0311725 | val_loss: 0.03118 | Time: 9458.16 ms
[2022-03-23 15:59:59 main:574] : INFO : Epoch 1625 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 9790.69 ms
[2022-03-23 16:00:09 main:574] : INFO : Epoch 1626 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 9311.37 ms
[2022-03-23 16:00:18 main:574] : INFO : Epoch 1627 | loss: 0.0311676 | val_loss: 0.0311857 | Time: 9613.21 ms
[2022-03-23 16:00:28 main:574] : INFO : Epoch 1628 | loss: 0.0311677 | val_loss: 0.0311799 | Time: 9654.02 ms
[2022-03-23 16:00:38 main:574] : INFO : Epoch 1629 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 9586.39 ms
[2022-03-23 16:00:47 main:574] : INFO : Epoch 1630 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 9551.98 ms
[2022-03-23 16:00:57 main:574] : INFO : Epoch 1631 | loss: 0.0311658 | val_loss: 0.0311792 | Time: 9594.64 ms
[2022-03-23 16:01:06 main:574] : INFO : Epoch 1632 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 9556.67 ms
[2022-03-23 16:01:16 main:574] : INFO : Epoch 1633 | loss: 0.0311676 | val_loss: 0.0311803 | Time: 9524.7 ms
[2022-03-23 16:01:26 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 9570.91 ms
[2022-03-23 16:01:35 main:574] : INFO : Epoch 1635 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 9582.18 ms
[2022-03-23 16:01:45 main:574] : INFO : Epoch 1636 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 9496.83 ms
[2022-03-23 16:01:54 main:574] : INFO : Epoch 1637 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 9516.54 ms
[2022-03-23 16:02:04 main:574] : INFO : Epoch 1638 | loss: 0.0311664 | val_loss: 0.031182 | Time: 9682.95 ms
[2022-03-23 16:02:13 main:574] : INFO : Epoch 1639 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 9443.31 ms
[2022-03-23 16:02:23 main:574] : INFO : Epoch 1640 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 9487.81 ms
[2022-03-23 16:02:32 main:574] : INFO : Epoch 1641 | loss: 0.0311666 | val_loss: 0.0311843 | Time: 9547.71 ms
[2022-03-23 16:02:42 main:574] : INFO : Epoch 1642 | loss: 0.0311659 | val_loss: 0.0311799 | Time: 9563.29 ms
[2022-03-23 16:02:52 main:574] : INFO : Epoch 1643 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 9592.12 ms
[2022-03-23 16:03:01 main:574] : INFO : Epoch 1644 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 9364.72 ms
[2022-03-23 16:03:11 main:574] : INFO : Epoch 1645 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 10107.9 ms
[2022-03-23 16:03:21 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 9896.94 ms
[2022-03-23 16:03:30 main:574] : INFO : Epoch 1647 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 9402 ms
[2022-03-23 16:03:40 main:574] : INFO : Epoch 1648 | loss: 0.0311656 | val_loss: 0.0311813 | Time: 9734.07 ms
[2022-03-23 16:03:50 main:574] : INFO : Epoch 1649 | loss: 0.0311676 | val_loss: 0.031178 | Time: 9391.03 ms
[2022-03-23 16:03:59 main:574] : INFO : Epoch 1650 | loss: 0.0311665 | val_loss: 0.0311813 | Time: 9646.08 ms
[2022-03-23 16:04:09 main:574] : INFO : Epoch 1651 | loss: 0.0311665 | val_loss: 0.0311823 | Time: 9991.06 ms
[2022-03-23 16:04:19 main:574] : INFO : Epoch 1652 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 9616.53 ms
[2022-03-23 16:04:29 main:574] : INFO : Epoch 1653 | loss: 0.0311653 | val_loss: 0.0311826 | Time: 9950.5 ms
[2022-03-23 16:04:38 main:574] : INFO : Epoch 1654 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 9581.89 ms
[2022-03-23 16:04:48 main:574] : INFO : Epoch 1655 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 9648.72 ms
[2022-03-23 16:04:58 main:574] : INFO : Epoch 1656 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 9547.39 ms
[2022-03-23 16:05:07 main:574] : INFO : Epoch 1657 | loss: 0.0311671 | val_loss: 0.0311855 | Time: 9629.14 ms
[2022-03-23 16:05:17 main:574] : INFO : Epoch 1658 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 9737.24 ms
[2022-03-23 16:05:27 main:574] : INFO : Epoch 1659 | loss: 0.0311649 | val_loss: 0.031176 | Time: 9584.67 ms
[2022-03-23 16:05:36 main:574] : INFO : Epoch 1660 | loss: 0.0311648 | val_loss: 0.0311834 | Time: 9594.91 ms
[2022-03-23 16:05:46 main:574] : INFO : Epoch 1661 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 9676.53 ms
[2022-03-23 16:05:56 main:574] : INFO : Epoch 1662 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 9690.58 ms
[2022-03-23 16:06:05 main:574] : INFO : Epoch 1663 | loss: 0.0311656 | val_loss: 0.0311821 | Time: 9798.13 ms
[2022-03-23 16:06:15 main:574] : INFO : Epoch 1664 | loss: 0.0311662 | val_loss: 0.0311776 | Time: 9735.73 ms
[2022-03-23 16:06:25 main:574] : INFO : Epoch 1665 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 9603.91 ms
[2022-03-23 16:06:34 main:574] : INFO : Epoch 1666 | loss: 0.0311698 | val_loss: 0.031181 | Time: 9695.09 ms
[2022-03-23 16:06:44 main:574] : INFO : Epoch 1667 | loss: 0.031167 | val_loss: 0.0311789 | Time: 9538.97 ms
[2022-03-23 16:06:54 main:574] : INFO : Epoch 1668 | loss: 0.031167 | val_loss: 0.0311809 | Time: 9782.07 ms
[2022-03-23 16:07:03 main:574] : INFO : Epoch 1669 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 9633.08 ms
[2022-03-23 16:07:13 main:574] : INFO : Epoch 1670 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 9616.33 ms
[2022-03-23 16:07:23 main:574] : INFO : Epoch 1671 | loss: 0.0311678 | val_loss: 0.031179 | Time: 9535.04 ms
[2022-03-23 16:07:32 main:574] : INFO : Epoch 1672 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 9696.22 ms
[2022-03-23 16:07:42 main:574] : INFO : Epoch 1673 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 9542.67 ms
[2022-03-23 16:07:51 main:574] : INFO : Epoch 1674 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 9502.07 ms
[2022-03-23 16:08:01 main:574] : INFO : Epoch 1675 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 9575.54 ms
[2022-03-23 16:08:10 main:574] : INFO : Epoch 1676 | loss: 0.0311671 | val_loss: 0.0311847 | Time: 9436.36 ms
[2022-03-23 16:08:20 main:574] : INFO : Epoch 1677 | loss: 0.0311675 | val_loss: 0.031185 | Time: 9549.97 ms
[2022-03-23 16:08:30 main:574] : INFO : Epoch 1678 | loss: 0.0311653 | val_loss: 0.0311807 | Time: 9523.45 ms
[2022-03-23 16:08:39 main:574] : INFO : Epoch 1679 | loss: 0.0311642 | val_loss: 0.03118 | Time: 9545.71 ms
[2022-03-23 16:08:49 main:574] : INFO : Epoch 1680 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 9791.53 ms
[2022-03-23 16:08:58 main:574] : INFO : Epoch 1681 | loss: 0.0311625 | val_loss: 0.0311825 | Time: 9529.13 ms
[2022-03-23 16:09:08 main:574] : INFO : Epoch 1682 | loss: 0.0311634 | val_loss: 0.0311809 | Time: 9586.15 ms
[2022-03-23 16:09:18 main:574] : INFO : Epoch 1683 | loss: 0.0311637 | val_loss: 0.0311788 | Time: 9634.18 ms
[2022-03-23 16:09:27 main:574] : INFO : Epoch 1684 | loss: 0.0311648 | val_loss: 0.0311798 | Time: 9590.56 ms
[2022-03-23 16:09:37 main:574] : INFO : Epoch 1685 | loss: 0.0311654 | val_loss: 0.0311855 | Time: 9416.99 ms
[2022-03-23 16:09:46 main:574] : INFO : Epoch 1686 | loss: 0.0311682 | val_loss: 0.031181 | Time: 9596.55 ms
[2022-03-23 16:09:56 main:574] : INFO : Epoch 1687 | loss: 0.0311667 | val_loss: 0.0311815 | Time: 9674.34 ms
[2022-03-23 16:10:06 main:574] : INFO : Epoch 1688 | loss: 0.0311651 | val_loss: 0.0311818 | Time: 9604.86 ms
[2022-03-23 16:10:15 main:574] : INFO : Epoch 1689 | loss: 0.0311641 | val_loss: 0.031184 | Time: 9680.47 ms
[2022-03-23 16:10:25 main:574] : INFO : Epoch 1690 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 9665.42 ms
[2022-03-23 16:10:35 main:574] : INFO : Epoch 1691 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 9675.82 ms
[2022-03-23 16:10:44 main:574] : INFO : Epoch 1692 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 9634.41 ms
[2022-03-23 16:10:54 main:574] : INFO : Epoch 1693 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 9542.24 ms
[2022-03-23 16:11:04 main:574] : INFO : Epoch 1694 | loss: 0.0311645 | val_loss: 0.0311796 | Time: 9765.92 ms
[2022-03-23 16:11:13 main:574] : INFO : Epoch 1695 | loss: 0.0311662 | val_loss: 0.0311774 | Time: 9513.9 ms
[2022-03-23 16:11:23 main:574] : INFO : Epoch 1696 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 9697.86 ms
[2022-03-23 16:11:32 main:574] : INFO : Epoch 1697 | loss: 0.0311619 | val_loss: 0.0311816 | Time: 9571.08 ms
[2022-03-23 16:11:42 main:574] : INFO : Epoch 1698 | loss: 0.0311623 | val_loss: 0.0311821 | Time: 9638.9 ms
[2022-03-23 16:11:52 main:574] : INFO : Epoch 1699 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 9630.72 ms
[2022-03-23 16:12:02 main:574] : INFO : Epoch 1700 | loss: 0.0311636 | val_loss: 0.0311808 | Time: 9931.01 ms
[2022-03-23 16:12:11 main:574] : INFO : Epoch 1701 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 9291.22 ms
[2022-03-23 16:12:21 main:574] : INFO : Epoch 1702 | loss: 0.0311664 | val_loss: 0.0311864 | Time: 9566.41 ms
[2022-03-23 16:12:30 main:574] : INFO : Epoch 1703 | loss: 0.0311649 | val_loss: 0.0311801 | Time: 9536.29 ms
[2022-03-23 16:12:40 main:574] : INFO : Epoch 1704 | loss: 0.031167 | val_loss: 0.0311827 | Time: 9487.44 ms
[2022-03-23 16:12:49 main:574] : INFO : Epoch 1705 | loss: 0.0311648 | val_loss: 0.0311783 | Time: 9444.35 ms
[2022-03-23 16:12:59 main:574] : INFO : Epoch 1706 | loss: 0.0311643 | val_loss: 0.0311776 | Time: 9609.97 ms
[2022-03-23 16:13:08 main:574] : INFO : Epoch 1707 | loss: 0.0311635 | val_loss: 0.0311834 | Time: 9637.72 ms
[2022-03-23 16:13:18 main:574] : INFO : Epoch 1708 | loss: 0.031165 | val_loss: 0.031182 | Time: 9774.51 ms
[2022-03-23 16:13:28 main:574] : INFO : Epoch 1709 | loss: 0.0311629 | val_loss: 0.0311838 | Time: 9603.76 ms
[2022-03-23 16:13:37 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 9590.1 ms
[2022-03-23 16:13:47 main:574] : INFO : Epoch 1711 | loss: 0.0311695 | val_loss: 0.0311821 | Time: 9561.31 ms
[2022-03-23 16:13:57 main:574] : INFO : Epoch 1712 | loss: 0.0311671 | val_loss: 0.0311836 | Time: 9630.42 ms
[2022-03-23 16:14:06 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311829 | Time: 9449.09 ms
[2022-03-23 16:14:16 main:574] : INFO : Epoch 1714 | loss: 0.0311709 | val_loss: 0.0311822 | Time: 9527.38 ms
[2022-03-23 16:14:25 main:574] : INFO : Epoch 1715 | loss: 0.0311726 | val_loss: 0.0311858 | Time: 9564.78 ms
[2022-03-23 16:14:35 main:574] : INFO : Epoch 1716 | loss: 0.0311706 | val_loss: 0.0311843 | Time: 9637.04 ms
[2022-03-23 16:14:44 main:574] : INFO : Epoch 1717 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 9509.4 ms
[2022-03-23 16:14:54 main:574] : INFO : Epoch 1718 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 9490.18 ms
[2022-03-23 16:15:04 main:574] : INFO : Epoch 1719 | loss: 0.0311667 | val_loss: 0.0311819 | Time: 9828.67 ms
[2022-03-23 16:15:13 main:574] : INFO : Epoch 1720 | loss: 0.0311662 | val_loss: 0.0311827 | Time: 9543.68 ms
[2022-03-23 16:15:23 main:574] : INFO : Epoch 1721 | loss: 0.0311653 | val_loss: 0.0311805 | Time: 9765.88 ms
[2022-03-23 16:15:33 main:574] : INFO : Epoch 1722 | loss: 0.0311657 | val_loss: 0.0311853 | Time: 9614.66 ms
[2022-03-23 16:15:42 main:574] : INFO : Epoch 1723 | loss: 0.0311655 | val_loss: 0.0311833 | Time: 9712.76 ms
[2022-03-23 16:15:52 main:574] : INFO : Epoch 1724 | loss: 0.0311653 | val_loss: 0.0311836 | Time: 9553.93 ms
[2022-03-23 16:16:01 main:574] : INFO : Epoch 1725 | loss: 0.0311655 | val_loss: 0.0311802 | Time: 9422.05 ms
[2022-03-23 16:16:11 main:574] : INFO : Epoch 1726 | loss: 0.0311647 | val_loss: 0.0311834 | Time: 9631.55 ms
[2022-03-23 16:16:21 main:574] : INFO : Epoch 1727 | loss: 0.0311646 | val_loss: 0.0311839 | Time: 9657.29 ms
[2022-03-23 16:16:30 main:574] : INFO : Epoch 1728 | loss: 0.0311646 | val_loss: 0.0311837 | Time: 9478.81 ms
[2022-03-23 16:16:40 main:574] : INFO : Epoch 1729 | loss: 0.0311649 | val_loss: 0.0311821 | Time: 9763.75 ms
[2022-03-23 16:16:50 main:574] : INFO : Epoch 1730 | loss: 0.031165 | val_loss: 0.0311818 | Time: 9565.02 ms
[2022-03-23 16:16:59 main:574] : INFO : Epoch 1731 | loss: 0.0311638 | val_loss: 0.0311799 | Time: 9671.49 ms
[2022-03-23 16:17:09 main:574] : INFO : Epoch 1732 | loss: 0.0311644 | val_loss: 0.0311817 | Time: 9552.35 ms
[2022-03-23 16:17:19 main:574] : INFO : Epoch 1733 | loss: 0.0311652 | val_loss: 0.0311874 | Time: 9682.75 ms
[2022-03-23 16:17:28 main:574] : INFO : Epoch 1734 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 9551.22 ms
[2022-03-23 16:17:37 main:574] : INFO : Epoch 1735 | loss: 0.0311637 | val_loss: 0.0311807 | Time: 9292.11 ms
[2022-03-23 16:17:47 main:574] : INFO : Epoch 1736 | loss: 0.0311631 | val_loss: 0.0311821 | Time: 9706.18 ms
[2022-03-23 16:17:57 main:574] : INFO : Epoch 1737 | loss: 0.0311637 | val_loss: 0.031184 | Time: 9705.82 ms
[2022-03-23 16:18:06 main:574] : INFO : Epoch 1738 | loss: 0.0311631 | val_loss: 0.0311829 | Time: 9556.48 ms
[2022-03-23 16:18:16 main:574] : INFO : Epoch 1739 | loss: 0.0311643 | val_loss: 0.0311852 | Time: 9414.32 ms
[2022-03-23 16:18:25 main:574] : INFO : Epoch 1740 | loss: 0.0311649 | val_loss: 0.0311849 | Time: 9650.92 ms
[2022-03-23 16:18:35 main:574] : INFO : Epoch 1741 | loss: 0.031164 | val_loss: 0.0311813 | Time: 9472.49 ms
[2022-03-23 16:18:45 main:574] : INFO : Epoch 1742 | loss: 0.0311633 | val_loss: 0.0311802 | Time: 9565.82 ms
[2022-03-23 16:18:54 main:574] : INFO : Epoch 1743 | loss: 0.0311647 | val_loss: 0.0311797 | Time: 9602.68 ms
[2022-03-23 16:19:04 main:574] : INFO : Epoch 1744 | loss: 0.0311632 | val_loss: 0.0311856 | Time: 9624.98 ms
[2022-03-23 16:19:13 main:574] : INFO : Epoch 1745 | loss: 0.0311655 | val_loss: 0.0311859 | Time: 9419.04 ms
[2022-03-23 16:19:23 main:574] : INFO : Epoch 1746 | loss: 0.0311625 | val_loss: 0.0311839 | Time: 9323.13 ms
[2022-03-23 16:19:32 main:574] : INFO : Epoch 1747 | loss: 0.0311613 | val_loss: 0.0311824 | Time: 9657.01 ms
[2022-03-23 16:19:42 main:574] : INFO : Epoch 1748 | loss: 0.0311618 | val_loss: 0.0311813 | Time: 9572.58 ms
[2022-03-23 16:19:51 main:574] : INFO : Epoch 1749 | loss: 0.0311619 | val_loss: 0.0311806 | Time: 9486.69 ms
[2022-03-23 16:20:01 main:574] : INFO : Epoch 1750 | loss: 0.0311616 | val_loss: 0.0311834 | Time: 9360.78 ms
[2022-03-23 16:20:10 main:574] : INFO : Epoch 1751 | loss: 0.0311627 | val_loss: 0.0311842 | Time: 9418.06 ms
[2022-03-23 16:20:20 main:574] : INFO : Epoch 1752 | loss: 0.0311624 | val_loss: 0.0311843 | Time: 9577.94 ms
[2022-03-23 16:20:29 main:574] : INFO : Epoch 1753 | loss: 0.0311622 | val_loss: 0.0311804 | Time: 9536.47 ms
[2022-03-23 16:20:39 main:574] : INFO : Epoch 1754 | loss: 0.0311647 | val_loss: 0.0311857 | Time: 9388.36 ms
[2022-03-23 16:20:48 main:574] : INFO : Epoch 1755 | loss: 0.0311659 | val_loss: 0.0311862 | Time: 9520.73 ms
[2022-03-23 16:20:58 main:574] : INFO : Epoch 1756 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 9609.33 ms
[2022-03-23 16:21:07 main:574] : INFO : Epoch 1757 | loss: 0.031164 | val_loss: 0.0311835 | Time: 9613.02 ms
[2022-03-23 16:21:17 main:574] : INFO : Epoch 1758 | loss: 0.0311638 | val_loss: 0.0311806 | Time: 9710.06 ms
[2022-03-23 16:21:27 main:574] : INFO : Epoch 1759 | loss: 0.0311624 | val_loss: 0.0311811 | Time: 9684.85 ms
[2022-03-23 16:21:36 main:574] : INFO : Epoch 1760 | loss: 0.031164 | val_loss: 0.0311837 | Time: 9457.42 ms
[2022-03-23 16:21:46 main:574] : INFO : Epoch 1761 | loss: 0.0311607 | val_loss: 0.0311825 | Time: 9353.49 ms
[2022-03-23 16:21:55 main:574] : INFO : Epoch 1762 | loss: 0.0311615 | val_loss: 0.0311872 | Time: 9645.15 ms
[2022-03-23 16:22:05 main:574] : INFO : Epoch 1763 | loss: 0.0311672 | val_loss: 0.0311844 | Time: 9668.24 ms
[2022-03-23 16:22:15 main:574] : INFO : Epoch 1764 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 9588.53 ms
[2022-03-23 16:22:24 main:574] : INFO : Epoch 1765 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 9570.93 ms
[2022-03-23 16:22:34 main:574] : INFO : Epoch 1766 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 9446.93 ms
[2022-03-23 16:22:43 main:574] : INFO : Epoch 1767 | loss: 0.0311694 | val_loss: 0.0311798 | Time: 9442.06 ms
[2022-03-23 16:22:53 main:574] : INFO : Epoch 1768 | loss: 0.03117 | val_loss: 0.0311821 | Time: 9773.99 ms
[2022-03-23 16:23:02 main:574] : INFO : Epoch 1769 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 9464.46 ms
[2022-03-23 16:23:12 main:574] : INFO : Epoch 1770 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 9677.91 ms
[2022-03-23 16:23:22 main:574] : INFO : Epoch 1771 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 9686.8 ms
[2022-03-23 16:23:31 main:574] : INFO : Epoch 1772 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 9396.73 ms
[2022-03-23 16:23:41 main:574] : INFO : Epoch 1773 | loss: 0.0311646 | val_loss: 0.0311789 | Time: 9477.08 ms
[2022-03-23 16:23:50 main:574] : INFO : Epoch 1774 | loss: 0.031165 | val_loss: 0.0311794 | Time: 9609.44 ms
[2022-03-23 16:24:00 main:574] : INFO : Epoch 1775 | loss: 0.0311625 | val_loss: 0.0311805 | Time: 9505.25 ms
[2022-03-23 16:24:10 main:574] : INFO : Epoch 1776 | loss: 0.0311629 | val_loss: 0.0311866 | Time: 9752.82 ms
[2022-03-23 16:24:19 main:574] : INFO : Epoch 1777 | loss: 0.0311631 | val_loss: 0.0311806 | Time: 9399.63 ms
[2022-03-23 16:24:29 main:574] : INFO : Epoch 1778 | loss: 0.0311635 | val_loss: 0.0311829 | Time: 9513.84 ms
[2022-03-23 16:24:38 main:574] : INFO : Epoch 1779 | loss: 0.0311648 | val_loss: 0.0311821 | Time: 9570.38 ms
[2022-03-23 16:24:48 main:574] : INFO : Epoch 1780 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 9627.92 ms
[2022-03-23 16:24:57 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0311814 | Time: 9453.15 ms
[2022-03-23 16:25:07 main:574] : INFO : Epoch 1782 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 9655.7 ms
[2022-03-23 16:25:16 main:574] : INFO : Epoch 1783 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 9535.03 ms
[2022-03-23 16:25:26 main:574] : INFO : Epoch 1784 | loss: 0.0311635 | val_loss: 0.0311802 | Time: 9486.75 ms
[2022-03-23 16:25:36 main:574] : INFO : Epoch 1785 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 9742.07 ms
[2022-03-23 16:25:45 main:574] : INFO : Epoch 1786 | loss: 0.031162 | val_loss: 0.0311799 | Time: 9635.7 ms
[2022-03-23 16:25:55 main:574] : INFO : Epoch 1787 | loss: 0.0311625 | val_loss: 0.0311843 | Time: 9595.92 ms
[2022-03-23 16:26:05 main:574] : INFO : Epoch 1788 | loss: 0.0311636 | val_loss: 0.0311835 | Time: 9596.48 ms
[2022-03-23 16:26:14 main:574] : INFO : Epoch 1789 | loss: 0.0311651 | val_loss: 0.0311826 | Time: 9696.89 ms
[2022-03-23 16:26:24 main:574] : INFO : Epoch 1790 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 9689.79 ms
[2022-03-23 16:26:34 main:574] : INFO : Epoch 1791 | loss: 0.0311628 | val_loss: 0.0311831 | Time: 9647.88 ms
[2022-03-23 16:26:44 main:574] : INFO : Epoch 1792 | loss: 0.0311614 | val_loss: 0.0311817 | Time: 9820.2 ms
[2022-03-23 16:26:53 main:574] : INFO : Epoch 1793 | loss: 0.0311611 | val_loss: 0.0311819 | Time: 9770.71 ms
[2022-03-23 16:27:03 main:574] : INFO : Epoch 1794 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 9588.2 ms
[2022-03-23 16:27:12 main:574] : INFO : Epoch 1795 | loss: 0.031162 | val_loss: 0.0311787 | Time: 9567.48 ms
[2022-03-23 16:27:22 main:574] : INFO : Epoch 1796 | loss: 0.0311625 | val_loss: 0.0311821 | Time: 9522.24 ms
[2022-03-23 16:27:31 main:574] : INFO : Epoch 1797 | loss: 0.031162 | val_loss: 0.0311799 | Time: 9490.19 ms
[2022-03-23 16:27:41 main:574] : INFO : Epoch 1798 | loss: 0.0311627 | val_loss: 0.0311831 | Time: 9534.34 ms
[2022-03-23 16:27:51 main:574] : INFO : Epoch 1799 | loss: 0.0311624 | val_loss: 0.0311809 | Time: 9459.64 ms
[2022-03-23 16:28:00 main:574] : INFO : Epoch 1800 | loss: 0.0311625 | val_loss: 0.0311836 | Time: 9529.31 ms
[2022-03-23 16:28:10 main:574] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311834 | Time: 9588.21 ms
[2022-03-23 16:28:19 main:574] : INFO : Epoch 1802 | loss: 0.0311634 | val_loss: 0.0311839 | Time: 9553.43 ms
[2022-03-23 16:28:29 main:574] : INFO : Epoch 1803 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 9447.16 ms
[2022-03-23 16:28:38 main:574] : INFO : Epoch 1804 | loss: 0.0311615 | val_loss: 0.0311833 | Time: 9568.61 ms
[2022-03-23 16:28:48 main:574] : INFO : Epoch 1805 | loss: 0.0311604 | val_loss: 0.0311863 | Time: 9667.02 ms
[2022-03-23 16:28:57 main:574] : INFO : Epoch 1806 | loss: 0.0311605 | val_loss: 0.0311812 | Time: 9459.01 ms
[2022-03-23 16:29:07 main:574] : INFO : Epoch 1807 | loss: 0.0311624 | val_loss: 0.0311826 | Time: 9562.84 ms
[2022-03-23 16:29:16 main:574] : INFO : Epoch 1808 | loss: 0.0311617 | val_loss: 0.0311896 | Time: 9425.17 ms
[2022-03-23 16:29:26 main:574] : INFO : Epoch 1809 | loss: 0.0311619 | val_loss: 0.0311849 | Time: 9463.93 ms
[2022-03-23 16:29:36 main:574] : INFO : Epoch 1810 | loss: 0.0311636 | val_loss: 0.031186 | Time: 9655.13 ms
[2022-03-23 16:29:45 main:574] : INFO : Epoch 1811 | loss: 0.0311621 | val_loss: 0.0311828 | Time: 9587.89 ms
[2022-03-23 16:29:55 main:574] : INFO : Epoch 1812 | loss: 0.0311609 | val_loss: 0.0311834 | Time: 9729.26 ms
[2022-03-23 16:30:05 main:574] : INFO : Epoch 1813 | loss: 0.0311623 | val_loss: 0.0311859 | Time: 9650.16 ms
[2022-03-23 16:30:14 main:574] : INFO : Epoch 1814 | loss: 0.0311629 | val_loss: 0.0311843 | Time: 9519.9 ms
[2022-03-23 16:30:24 main:574] : INFO : Epoch 1815 | loss: 0.0311627 | val_loss: 0.0311811 | Time: 9495.94 ms
[2022-03-23 16:30:33 main:574] : INFO : Epoch 1816 | loss: 0.0311629 | val_loss: 0.0311809 | Time: 9428.1 ms
[2022-03-23 16:30:43 main:574] : INFO : Epoch 1817 | loss: 0.0311624 | val_loss: 0.0311848 | Time: 9643.96 ms
[2022-03-23 16:30:52 main:574] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.0311818 | Time: 9554.63 ms
[2022-03-23 16:31:02 main:574] : INFO : Epoch 1819 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 9607.66 ms
[2022-03-23 16:31:12 main:574] : INFO : Epoch 1820 | loss: 0.0311622 | val_loss: 0.0311839 | Time: 9781.92 ms
[2022-03-23 16:31:21 main:574] : INFO : Epoch 1821 | loss: 0.0311637 | val_loss: 0.03118 | Time: 9761.5 ms
[2022-03-23 16:31:31 main:574] : INFO : Epoch 1822 | loss: 0.0311681 | val_loss: 0.0311794 | Time: 9653.61 ms
[2022-03-23 16:31:41 main:574] : INFO : Epoch 1823 | loss: 0.0311661 | val_loss: 0.0311817 | Time: 9398.49 ms
[2022-03-23 16:31:50 main:574] : INFO : Epoch 1824 | loss: 0.031165 | val_loss: 0.0311837 | Time: 9485.8 ms
[2022-03-23 16:32:00 main:574] : INFO : Epoch 1825 | loss: 0.031164 | val_loss: 0.0311834 | Time: 9886.34 ms
[2022-03-23 16:32:09 main:574] : INFO : Epoch 1826 | loss: 0.0311656 | val_loss: 0.0311802 | Time: 9425.87 ms
[2022-03-23 16:32:19 main:574] : INFO : Epoch 1827 | loss: 0.0311661 | val_loss: 0.0311796 | Time: 9801.17 ms
[2022-03-23 16:32:29 main:574] : INFO : Epoch 1828 | loss: 0.0311657 | val_loss: 0.0311831 | Time: 9642.14 ms
[2022-03-23 16:32:38 main:574] : INFO : Epoch 1829 | loss: 0.0311658 | val_loss: 0.0311811 | Time: 9540.26 ms
[2022-03-23 16:32:48 main:574] : INFO : Epoch 1830 | loss: 0.0311658 | val_loss: 0.031178 | Time: 9579.44 ms
[2022-03-23 16:32:58 main:574] : INFO : Epoch 1831 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 9503.54 ms
[2022-03-23 16:33:07 main:574] : INFO : Epoch 1832 | loss: 0.0311662 | val_loss: 0.0311811 | Time: 9489.36 ms
[2022-03-23 16:33:17 main:574] : INFO : Epoch 1833 | loss: 0.0311645 | val_loss: 0.0311799 | Time: 9596.74 ms
[2022-03-23 16:33:26 main:574] : INFO : Epoch 1834 | loss: 0.0311628 | val_loss: 0.0311853 | Time: 9513.71 ms
[2022-03-23 16:33:36 main:574] : INFO : Epoch 1835 | loss: 0.0311644 | val_loss: 0.0311841 | Time: 9646.16 ms
[2022-03-23 16:33:45 main:574] : INFO : Epoch 1836 | loss: 0.031163 | val_loss: 0.0311852 | Time: 9395.96 ms
[2022-03-23 16:33:55 main:574] : INFO : Epoch 1837 | loss: 0.0311601 | val_loss: 0.031183 | Time: 9684.44 ms
[2022-03-23 16:34:04 main:574] : INFO : Epoch 1838 | loss: 0.0311612 | val_loss: 0.0311826 | Time: 9536.87 ms
[2022-03-23 16:34:14 main:574] : INFO : Epoch 1839 | loss: 0.0311602 | val_loss: 0.0311803 | Time: 9670.33 ms
[2022-03-23 16:34:24 main:574] : INFO : Epoch 1840 | loss: 0.0311622 | val_loss: 0.0311811 | Time: 9560.18 ms
[2022-03-23 16:34:33 main:574] : INFO : Epoch 1841 | loss: 0.0311622 | val_loss: 0.0311829 | Time: 9680.21 ms
[2022-03-23 16:34:43 main:574] : INFO : Epoch 1842 | loss: 0.0311641 | val_loss: 0.0311796 | Time: 9575.39 ms
[2022-03-23 16:34:53 main:574] : INFO : Epoch 1843 | loss: 0.0311621 | val_loss: 0.031187 | Time: 9612.98 ms
[2022-03-23 16:35:02 main:574] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 9655.93 ms
[2022-03-23 16:35:12 main:574] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311823 | Time: 9555.23 ms
[2022-03-23 16:35:21 main:574] : INFO : Epoch 1846 | loss: 0.0311605 | val_loss: 0.0311797 | Time: 9395.53 ms
[2022-03-23 16:35:31 main:574] : INFO : Epoch 1847 | loss: 0.0311614 | val_loss: 0.0311859 | Time: 9692.4 ms
[2022-03-23 16:35:40 main:574] : INFO : Epoch 1848 | loss: 0.0311625 | val_loss: 0.0311887 | Time: 9372.67 ms
[2022-03-23 16:35:50 main:574] : INFO : Epoch 1849 | loss: 0.0311635 | val_loss: 0.0311831 | Time: 9488.81 ms
[2022-03-23 16:35:59 main:574] : INFO : Epoch 1850 | loss: 0.0311603 | val_loss: 0.0311803 | Time: 9536.45 ms
[2022-03-23 16:36:09 main:574] : INFO : Epoch 1851 | loss: 0.0311607 | val_loss: 0.0311811 | Time: 9604.36 ms
[2022-03-23 16:36:19 main:574] : INFO : Epoch 1852 | loss: 0.0311608 | val_loss: 0.0311826 | Time: 9563.74 ms
[2022-03-23 16:36:28 main:574] : INFO : Epoch 1853 | loss: 0.031161 | val_loss: 0.0311816 | Time: 9644.2 ms
[2022-03-23 16:36:38 main:574] : INFO : Epoch 1854 | loss: 0.0311617 | val_loss: 0.031189 | Time: 9511.63 ms
[2022-03-23 16:36:47 main:574] : INFO : Epoch 1855 | loss: 0.0311652 | val_loss: 0.0311866 | Time: 9528.43 ms
[2022-03-23 16:36:57 main:574] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.0311819 | Time: 9759.3 ms
[2022-03-23 16:37:07 main:574] : INFO : Epoch 1857 | loss: 0.0311605 | val_loss: 0.0311831 | Time: 9624.58 ms
[2022-03-23 16:37:16 main:574] : INFO : Epoch 1858 | loss: 0.03116 | val_loss: 0.0311833 | Time: 9501.25 ms
[2022-03-23 16:37:26 main:574] : INFO : Epoch 1859 | loss: 0.03116 | val_loss: 0.0311867 | Time: 9677.03 ms
[2022-03-23 16:37:36 main:574] : INFO : Epoch 1860 | loss: 0.0311597 | val_loss: 0.0311819 | Time: 9675.63 ms
[2022-03-23 16:37:45 main:574] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311794 | Time: 9432.01 ms
[2022-03-23 16:37:54 main:574] : INFO : Epoch 1862 | loss: 0.031159 | val_loss: 0.0311799 | Time: 9407.54 ms
[2022-03-23 16:38:04 main:574] : INFO : Epoch 1863 | loss: 0.031159 | val_loss: 0.0311798 | Time: 9490.72 ms
[2022-03-23 16:38:14 main:574] : INFO : Epoch 1864 | loss: 0.0311612 | val_loss: 0.0311839 | Time: 9644.89 ms
[2022-03-23 16:38:23 main:574] : INFO : Epoch 1865 | loss: 0.0311645 | val_loss: 0.0311863 | Time: 9280.66 ms
[2022-03-23 16:38:33 main:574] : INFO : Epoch 1866 | loss: 0.0311644 | val_loss: 0.0311872 | Time: 9743.8 ms
[2022-03-23 16:38:42 main:574] : INFO : Epoch 1867 | loss: 0.0311652 | val_loss: 0.0311786 | Time: 9645.63 ms
[2022-03-23 16:38:52 main:574] : INFO : Epoch 1868 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 9564.54 ms
[2022-03-23 16:39:02 main:574] : INFO : Epoch 1869 | loss: 0.0311626 | val_loss: 0.0311833 | Time: 9572.77 ms
[2022-03-23 16:39:11 main:574] : INFO : Epoch 1870 | loss: 0.0311629 | val_loss: 0.031184 | Time: 9688.23 ms
[2022-03-23 16:39:21 main:574] : INFO : Epoch 1871 | loss: 0.0311619 | val_loss: 0.0311785 | Time: 9533.31 ms
[2022-03-23 16:39:30 main:574] : INFO : Epoch 1872 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 9606.49 ms
[2022-03-23 16:39:40 main:574] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311826 | Time: 9525.06 ms
[2022-03-23 16:39:50 main:574] : INFO : Epoch 1874 | loss: 0.0311604 | val_loss: 0.031181 | Time: 9645.47 ms
[2022-03-23 16:39:59 main:574] : INFO : Epoch 1875 | loss: 0.031161 | val_loss: 0.0311841 | Time: 9348.43 ms
[2022-03-23 16:40:08 main:574] : INFO : Epoch 1876 | loss: 0.0311636 | val_loss: 0.0311865 | Time: 9477.76 ms
[2022-03-23 16:40:18 main:574] : INFO : Epoch 1877 | loss: 0.0311614 | val_loss: 0.0311874 | Time: 9709.06 ms
[2022-03-23 16:40:28 main:574] : INFO : Epoch 1878 | loss: 0.0311588 | val_loss: 0.0311846 | Time: 9392.86 ms
[2022-03-23 16:40:37 main:574] : INFO : Epoch 1879 | loss: 0.0311617 | val_loss: 0.0311899 | Time: 9423.34 ms
[2022-03-23 16:40:46 main:574] : INFO : Epoch 1880 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 9373.3 ms
[2022-03-23 16:40:56 main:574] : INFO : Epoch 1881 | loss: 0.0311619 | val_loss: 0.0311834 | Time: 9625.67 ms
[2022-03-23 16:41:06 main:574] : INFO : Epoch 1882 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 9546.78 ms
[2022-03-23 16:41:15 main:574] : INFO : Epoch 1883 | loss: 0.031161 | val_loss: 0.031186 | Time: 9493.79 ms
[2022-03-23 16:41:25 main:574] : INFO : Epoch 1884 | loss: 0.031159 | val_loss: 0.0311815 | Time: 9535.77 ms
[2022-03-23 16:41:34 main:574] : INFO : Epoch 1885 | loss: 0.0311592 | val_loss: 0.0311878 | Time: 9565.86 ms
[2022-03-23 16:41:44 main:574] : INFO : Epoch 1886 | loss: 0.031161 | val_loss: 0.0311797 | Time: 10145.4 ms
[2022-03-23 16:41:54 main:574] : INFO : Epoch 1887 | loss: 0.0311595 | val_loss: 0.0311881 | Time: 9768.94 ms
[2022-03-23 16:42:04 main:574] : INFO : Epoch 1888 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 9527.1 ms
[2022-03-23 16:42:13 main:574] : INFO : Epoch 1889 | loss: 0.0311611 | val_loss: 0.0311918 | Time: 9702.41 ms
[2022-03-23 16:42:23 main:574] : INFO : Epoch 1890 | loss: 0.0311591 | val_loss: 0.0311825 | Time: 9497.23 ms
[2022-03-23 16:42:33 main:574] : INFO : Epoch 1891 | loss: 0.0311613 | val_loss: 0.0311888 | Time: 9612.02 ms
[2022-03-23 16:42:42 main:574] : INFO : Epoch 1892 | loss: 0.031159 | val_loss: 0.0311832 | Time: 9636.24 ms
[2022-03-23 16:42:52 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311846 | Time: 9512.35 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX250)
[2022-03-23 16:47:07 main:435] : INFO : Set logging level to 1
[2022-03-23 16:47:07 main:441] : INFO : Running in BOINC Client mode
[2022-03-23 16:47:07 main:444] : INFO : Resolving all filenames
[2022-03-23 16:47:07 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-23 16:47:07 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-23 16:47:07 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-23 16:47:07 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-23 16:47:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-23 16:47:07 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-23 16:47:07 main:474] : INFO : Configuration:
[2022-03-23 16:47:07 main:475] : INFO : Model type: GRU
[2022-03-23 16:47:07 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-23 16:47:07 main:477] : INFO : Max Epochs: 2048
[2022-03-23 16:47:07 main:478] : INFO : Batch Size: 128
[2022-03-23 16:47:07 main:479] : INFO : Learning Rate: 0.01
[2022-03-23 16:47:07 main:480] : INFO : Patience: 10
[2022-03-23 16:47:07 main:481] : INFO : Hidden Width: 12
[2022-03-23 16:47:07 main:482] : INFO : # Recurrent Layers: 4
[2022-03-23 16:47:07 main:483] : INFO : # Backend Layers: 4
[2022-03-23 16:47:07 main:484] : INFO : # Threads: 1
[2022-03-23 16:47:07 main:486] : INFO : Preparing Dataset
[2022-03-23 16:47:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-23 16:47:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-23 16:47:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-23 16:47:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-23 16:47:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-23 16:47:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-23 16:47:10 main:494] : INFO : Creating Model
[2022-03-23 16:47:10 main:507] : INFO : Preparing config file
[2022-03-23 16:47:10 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-23 16:47:10 main:512] : INFO : Loading config
[2022-03-23 16:47:10 main:514] : INFO : Loading state
[2022-03-23 16:47:11 main:559] : INFO : Loading DataLoader into Memory
[2022-03-23 16:47:11 main:562] : INFO : Starting Training
[2022-03-23 16:47:21 main:574] : INFO : Epoch 1887 | loss: 0.0312308 | val_loss: 0.0311935 | Time: 9696.39 ms
[2022-03-23 16:47:31 main:574] : INFO : Epoch 1888 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 9442.11 ms
[2022-03-23 16:47:40 main:574] : INFO : Epoch 1889 | loss: 0.0311701 | val_loss: 0.03118 | Time: 9325.81 ms
[2022-03-23 16:47:49 main:574] : INFO : Epoch 1890 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 9354.78 ms
[2022-03-23 16:47:59 main:574] : INFO : Epoch 1891 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 9343.37 ms
[2022-03-23 16:48:10 main:574] : INFO : Epoch 1892 | loss: 0.0311762 | val_loss: 0.0311857 | Time: 11717.8 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660)
[2022-03-23 17:29:15 main:435] : INFO : Set logging level to 1
[2022-03-23 17:29:15 main:441] : INFO : Running in BOINC Client mode
[2022-03-23 17:29:15 main:444] : INFO : Resolving all filenames
[2022-03-23 17:29:15 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-23 17:29:15 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-23 17:29:15 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-23 17:29:15 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-23 17:29:15 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-23 17:29:15 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-23 17:29:15 main:474] : INFO : Configuration:
[2022-03-23 17:29:15 main:475] : INFO : Model type: GRU
[2022-03-23 17:29:15 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-23 17:29:15 main:477] : INFO : Max Epochs: 2048
[2022-03-23 17:29:15 main:478] : INFO : Batch Size: 128
[2022-03-23 17:29:15 main:479] : INFO : Learning Rate: 0.01
[2022-03-23 17:29:15 main:480] : INFO : Patience: 10
[2022-03-23 17:29:15 main:481] : INFO : Hidden Width: 12
[2022-03-23 17:29:15 main:482] : INFO : # Recurrent Layers: 4
[2022-03-23 17:29:15 main:483] : INFO : # Backend Layers: 4
[2022-03-23 17:29:15 main:484] : INFO : # Threads: 1
[2022-03-23 17:29:15 main:486] : INFO : Preparing Dataset
[2022-03-23 17:29:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-23 17:29:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-23 17:29:18 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-23 17:29:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-23 17:29:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-23 17:29:19 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-23 17:29:19 main:494] : INFO : Creating Model
[2022-03-23 17:29:19 main:507] : INFO : Preparing config file
[2022-03-23 17:29:19 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-23 17:29:19 main:512] : INFO : Loading config
[2022-03-23 17:29:19 main:514] : INFO : Loading state
[2022-03-23 17:29:21 main:559] : INFO : Loading DataLoader into Memory
[2022-03-23 17:29:21 main:562] : INFO : Starting Training
[2022-03-23 17:29:33 main:574] : INFO : Epoch 1887 | loss: 0.0312166 | val_loss: 0.0311956 | Time: 11826.5 ms
[2022-03-23 17:29:45 main:574] : INFO : Epoch 1888 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 11463.4 ms
[2022-03-23 17:29:56 main:574] : INFO : Epoch 1889 | loss: 0.031169 | val_loss: 0.0311887 | Time: 11175 ms
[2022-03-23 17:30:07 main:574] : INFO : Epoch 1890 | loss: 0.0311708 | val_loss: 0.0311836 | Time: 11129.2 ms
[2022-03-23 17:30:18 main:574] : INFO : Epoch 1891 | loss: 0.0311697 | val_loss: 0.03118 | Time: 11060.9 ms
[2022-03-23 17:30:29 main:574] : INFO : Epoch 1892 | loss: 0.0311687 | val_loss: 0.0311767 | Time: 11113.9 ms
[2022-03-23 17:30:40 main:574] : INFO : Epoch 1893 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 11192.1 ms
[2022-03-23 17:30:51 main:574] : INFO : Epoch 1894 | loss: 0.031169 | val_loss: 0.0311809 | Time: 11196.3 ms
[2022-03-23 17:31:03 main:574] : INFO : Epoch 1895 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 11395.7 ms
[2022-03-23 17:31:17 main:574] : INFO : Epoch 1896 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 14202.8 ms
[2022-03-23 17:31:29 main:574] : INFO : Epoch 1897 | loss: 0.0311677 | val_loss: 0.0311829 | Time: 12062.6 ms
[2022-03-23 17:31:40 main:574] : INFO : Epoch 1898 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 11134.6 ms
[2022-03-23 17:31:52 main:574] : INFO : Epoch 1899 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 11297 ms
[2022-03-23 17:32:05 main:574] : INFO : Epoch 1900 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 13547 ms
[2022-03-23 17:32:18 main:574] : INFO : Epoch 1901 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 12746.5 ms
[2022-03-23 17:32:29 main:574] : INFO : Epoch 1902 | loss: 0.0311663 | val_loss: 0.0311813 | Time: 11470.6 ms
[2022-03-23 17:32:41 main:574] : INFO : Epoch 1903 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 11359.4 ms
[2022-03-23 17:32:52 main:574] : INFO : Epoch 1904 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 11401.7 ms
[2022-03-23 17:33:04 main:574] : INFO : Epoch 1905 | loss: 0.031167 | val_loss: 0.0311847 | Time: 11443.3 ms
[2022-03-23 17:33:16 main:574] : INFO : Epoch 1906 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 11855.5 ms
[2022-03-23 17:33:27 main:574] : INFO : Epoch 1907 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 11342.7 ms
[2022-03-23 17:33:38 main:574] : INFO : Epoch 1908 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 11578.4 ms
[2022-03-23 17:33:50 main:574] : INFO : Epoch 1909 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 11477.9 ms
[2022-03-23 17:34:01 main:574] : INFO : Epoch 1910 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 11424.7 ms
[2022-03-23 17:34:13 main:574] : INFO : Epoch 1911 | loss: 0.0311767 | val_loss: 0.0311821 | Time: 11211 ms
[2022-03-23 17:34:24 main:574] : INFO : Epoch 1912 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 11339.3 ms
[2022-03-23 17:34:35 main:574] : INFO : Epoch 1913 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 11244.5 ms
[2022-03-23 17:34:46 main:574] : INFO : Epoch 1914 | loss: 0.031181 | val_loss: 0.0311876 | Time: 11207.1 ms
[2022-03-23 17:34:58 main:574] : INFO : Epoch 1915 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 11273.3 ms
[2022-03-23 17:35:09 main:574] : INFO : Epoch 1916 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 11335.5 ms
[2022-03-23 17:35:20 main:574] : INFO : Epoch 1917 | loss: 0.0311774 | val_loss: 0.031178 | Time: 11236.3 ms
[2022-03-23 17:35:31 main:574] : INFO : Epoch 1918 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 11051.1 ms
[2022-03-23 17:35:43 main:574] : INFO : Epoch 1919 | loss: 0.0311765 | val_loss: 0.0311839 | Time: 11641.9 ms
[2022-03-23 17:35:54 main:574] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 11054.9 ms
[2022-03-23 17:36:05 main:574] : INFO : Epoch 1921 | loss: 0.031174 | val_loss: 0.0311807 | Time: 11191.9 ms
[2022-03-23 17:36:18 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 13118.3 ms
[2022-03-23 17:36:30 main:574] : INFO : Epoch 1923 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 11771.7 ms
[2022-03-23 17:36:42 main:574] : INFO : Epoch 1924 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 11448.8 ms
[2022-03-23 17:36:53 main:574] : INFO : Epoch 1925 | loss: 0.0311753 | val_loss: 0.031178 | Time: 11629 ms
[2022-03-23 17:37:05 main:574] : INFO : Epoch 1926 | loss: 0.0311731 | val_loss: 0.03118 | Time: 11585.3 ms
[2022-03-23 17:37:17 main:574] : INFO : Epoch 1927 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 11413.8 ms
[2022-03-23 17:37:29 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 12692.4 ms
[2022-03-23 17:37:43 main:574] : INFO : Epoch 1929 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 13647.4 ms
[2022-03-23 17:37:57 main:574] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 13452.2 ms
[2022-03-23 17:38:10 main:574] : INFO : Epoch 1931 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 13365.5 ms
[2022-03-23 17:38:23 main:574] : INFO : Epoch 1932 | loss: 0.0311739 | val_loss: 0.0311781 | Time: 12750.3 ms
[2022-03-23 17:38:36 main:574] : INFO : Epoch 1933 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 13268.9 ms
[2022-03-23 17:38:48 main:574] : INFO : Epoch 1934 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 12428.4 ms
[2022-03-23 17:39:00 main:574] : INFO : Epoch 1935 | loss: 0.0311737 | val_loss: 0.031178 | Time: 11653.2 ms
[2022-03-23 17:39:12 main:574] : INFO : Epoch 1936 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 11585.2 ms
[2022-03-23 17:39:23 main:574] : INFO : Epoch 1937 | loss: 0.031173 | val_loss: 0.0311779 | Time: 11395.9 ms
[2022-03-23 17:39:34 main:574] : INFO : Epoch 1938 | loss: 0.031172 | val_loss: 0.0311775 | Time: 11414.6 ms
[2022-03-23 17:39:46 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 11723 ms
[2022-03-23 17:39:58 main:574] : INFO : Epoch 1940 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 12106.2 ms
[2022-03-23 17:40:10 main:574] : INFO : Epoch 1941 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 11532.5 ms
[2022-03-23 17:40:20 main:574] : INFO : Epoch 1942 | loss: 0.0311705 | val_loss: 0.0311797 | Time: 10326.8 ms
[2022-03-23 17:40:29 main:574] : INFO : Epoch 1943 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 9025.01 ms
[2022-03-23 17:40:38 main:574] : INFO : Epoch 1944 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 9112.43 ms
[2022-03-23 17:40:48 main:574] : INFO : Epoch 1945 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 9220.91 ms
[2022-03-23 17:40:57 main:574] : INFO : Epoch 1946 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 9158 ms
[2022-03-23 17:41:06 main:574] : INFO : Epoch 1947 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 9311.4 ms
[2022-03-23 17:41:15 main:574] : INFO : Epoch 1948 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 9201.81 ms
[2022-03-23 17:41:24 main:574] : INFO : Epoch 1949 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 9143.98 ms
[2022-03-23 17:41:34 main:574] : INFO : Epoch 1950 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 9166.67 ms
[2022-03-23 17:41:43 main:574] : INFO : Epoch 1951 | loss: 0.03117 | val_loss: 0.0311765 | Time: 9172.65 ms
[2022-03-23 17:41:52 main:574] : INFO : Epoch 1952 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 9388.99 ms
[2022-03-23 17:42:01 main:574] : INFO : Epoch 1953 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 9182.76 ms
[2022-03-23 17:42:11 main:574] : INFO : Epoch 1954 | loss: 0.0311701 | val_loss: 0.0311808 | Time: 9361.01 ms
[2022-03-23 17:42:20 main:574] : INFO : Epoch 1955 | loss: 0.0311701 | val_loss: 0.0311808 | Time: 9259.92 ms
[2022-03-23 17:42:29 main:574] : INFO : Epoch 1956 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 9168.51 ms
[2022-03-23 17:42:39 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 9302.18 ms
[2022-03-23 17:42:48 main:574] : INFO : Epoch 1958 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 9111.66 ms
[2022-03-23 17:42:57 main:574] : INFO : Epoch 1959 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 9234.89 ms
[2022-03-23 17:43:06 main:574] : INFO : Epoch 1960 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 9167.48 ms
[2022-03-23 17:43:15 main:574] : INFO : Epoch 1961 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 9326.88 ms
[2022-03-23 17:43:25 main:574] : INFO : Epoch 1962 | loss: 0.0311701 | val_loss: 0.031178 | Time: 9263.52 ms
[2022-03-23 17:43:34 main:574] : INFO : Epoch 1963 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 9345.05 ms
[2022-03-23 17:43:43 main:574] : INFO : Epoch 1964 | loss: 0.03117 | val_loss: 0.0311776 | Time: 9165.02 ms
[2022-03-23 17:43:52 main:574] : INFO : Epoch 1965 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 9134.47 ms
[2022-03-23 17:44:02 main:574] : INFO : Epoch 1966 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 9304.44 ms
[2022-03-23 17:44:11 main:574] : INFO : Epoch 1967 | loss: 0.03117 | val_loss: 0.0311796 | Time: 9171.09 ms
[2022-03-23 17:44:20 main:574] : INFO : Epoch 1968 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 9318.96 ms
[2022-03-23 17:44:30 main:574] : INFO : Epoch 1969 | loss: 0.0311717 | val_loss: 0.031178 | Time: 9369.02 ms
[2022-03-23 17:44:39 main:574] : INFO : Epoch 1970 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 9302.87 ms
[2022-03-23 17:44:48 main:574] : INFO : Epoch 1971 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 9230.85 ms
[2022-03-23 17:44:57 main:574] : INFO : Epoch 1972 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 9221.4 ms
[2022-03-23 17:45:06 main:574] : INFO : Epoch 1973 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 9089.96 ms
[2022-03-23 17:45:16 main:574] : INFO : Epoch 1974 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 9194.25 ms
[2022-03-23 17:45:25 main:574] : INFO : Epoch 1975 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 9209.66 ms
[2022-03-23 17:45:34 main:574] : INFO : Epoch 1976 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 9240.85 ms
[2022-03-23 17:45:43 main:574] : INFO : Epoch 1977 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 9172.54 ms
[2022-03-23 17:45:52 main:574] : INFO : Epoch 1978 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 9186.19 ms
[2022-03-23 17:46:02 main:574] : INFO : Epoch 1979 | loss: 0.031168 | val_loss: 0.0311788 | Time: 9243.52 ms
[2022-03-23 17:46:11 main:574] : INFO : Epoch 1980 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 9185.68 ms
[2022-03-23 17:46:20 main:574] : INFO : Epoch 1981 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 9162.2 ms
[2022-03-23 17:46:29 main:574] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 9142.01 ms
[2022-03-23 17:46:38 main:574] : INFO : Epoch 1983 | loss: 0.0311698 | val_loss: 0.031186 | Time: 9149.46 ms
[2022-03-23 17:46:48 main:574] : INFO : Epoch 1984 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 9219.18 ms
[2022-03-23 17:46:57 main:574] : INFO : Epoch 1985 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 9242.55 ms
[2022-03-23 17:47:06 main:574] : INFO : Epoch 1986 | loss: 0.0311669 | val_loss: 0.031182 | Time: 9182.35 ms
[2022-03-23 17:47:15 main:574] : INFO : Epoch 1987 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 9255.89 ms
[2022-03-23 17:47:24 main:574] : INFO : Epoch 1988 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 9049.36 ms
[2022-03-23 17:47:34 main:574] : INFO : Epoch 1989 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 9271.22 ms
[2022-03-23 17:47:43 main:574] : INFO : Epoch 1990 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 9274.78 ms
[2022-03-23 17:47:52 main:574] : INFO : Epoch 1991 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 9095.81 ms
[2022-03-23 17:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 9202.87 ms
[2022-03-23 17:48:10 main:574] : INFO : Epoch 1993 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 9099.78 ms
[2022-03-23 17:48:20 main:574] : INFO : Epoch 1994 | loss: 0.031167 | val_loss: 0.0311755 | Time: 9192.87 ms
[2022-03-23 17:48:29 main:574] : INFO : Epoch 1995 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 9059.32 ms
[2022-03-23 17:48:38 main:574] : INFO : Epoch 1996 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 9160.76 ms
[2022-03-23 17:48:47 main:574] : INFO : Epoch 1997 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 9071.12 ms
[2022-03-23 17:48:56 main:574] : INFO : Epoch 1998 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 9204.78 ms
[2022-03-23 17:49:05 main:574] : INFO : Epoch 1999 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 9215.26 ms
[2022-03-23 17:49:15 main:574] : INFO : Epoch 2000 | loss: 0.0311739 | val_loss: 0.0311854 | Time: 9261.17 ms
[2022-03-23 17:49:24 main:574] : INFO : Epoch 2001 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 9238.25 ms
[2022-03-23 17:49:33 main:574] : INFO : Epoch 2002 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 9127.08 ms
[2022-03-23 17:49:42 main:574] : INFO : Epoch 2003 | loss: 0.0311849 | val_loss: 0.0311869 | Time: 9214.53 ms
[2022-03-23 17:49:51 main:574] : INFO : Epoch 2004 | loss: 0.0311833 | val_loss: 0.0311858 | Time: 9160.01 ms
[2022-03-23 17:50:01 main:574] : INFO : Epoch 2005 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 9221.68 ms
[2022-03-23 17:50:10 main:574] : INFO : Epoch 2006 | loss: 0.0311826 | val_loss: 0.031185 | Time: 9216.85 ms
[2022-03-23 17:50:19 main:574] : INFO : Epoch 2007 | loss: 0.0311883 | val_loss: 0.0311892 | Time: 9064.62 ms
[2022-03-23 17:50:28 main:574] : INFO : Epoch 2008 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 9315.17 ms
[2022-03-23 17:50:37 main:574] : INFO : Epoch 2009 | loss: 0.0311808 | val_loss: 0.0311846 | Time: 9164.08 ms
[2022-03-23 17:50:47 main:574] : INFO : Epoch 2010 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 9235.71 ms
[2022-03-23 17:50:56 main:574] : INFO : Epoch 2011 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 9265.19 ms
[2022-03-23 17:51:06 main:574] : INFO : Epoch 2012 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 10302 ms
[2022-03-23 17:51:18 main:574] : INFO : Epoch 2013 | loss: 0.0311792 | val_loss: 0.031183 | Time: 11627.9 ms
[2022-03-23 17:51:29 main:574] : INFO : Epoch 2014 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 11302.3 ms
[2022-03-23 17:51:41 main:574] : INFO : Epoch 2015 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 11288 ms
[2022-03-23 17:51:52 main:574] : INFO : Epoch 2016 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 11247.2 ms
[2022-03-23 17:52:03 main:574] : INFO : Epoch 2017 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 11635.8 ms
[2022-03-23 17:52:15 main:574] : INFO : Epoch 2018 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 11270.9 ms
[2022-03-23 17:52:26 main:574] : INFO : Epoch 2019 | loss: 0.0311767 | val_loss: 0.0311872 | Time: 11245.6 ms
[2022-03-23 17:52:37 main:574] : INFO : Epoch 2020 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 11297.5 ms
[2022-03-23 17:52:49 main:574] : INFO : Epoch 2021 | loss: 0.0311772 | val_loss: 0.0311847 | Time: 11322.9 ms
[2022-03-23 17:53:00 main:574] : INFO : Epoch 2022 | loss: 0.031178 | val_loss: 0.0311841 | Time: 11392.4 ms
[2022-03-23 17:53:11 main:574] : INFO : Epoch 2023 | loss: 0.031179 | val_loss: 0.0311882 | Time: 11344.5 ms
[2022-03-23 17:53:23 main:574] : INFO : Epoch 2024 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 11302.1 ms
[2022-03-23 17:53:34 main:574] : INFO : Epoch 2025 | loss: 0.0311754 | val_loss: 0.0311856 | Time: 11258.3 ms
[2022-03-23 17:53:45 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 11228.4 ms
[2022-03-23 17:53:57 main:574] : INFO : Epoch 2027 | loss: 0.0311806 | val_loss: 0.031188 | Time: 11566.2 ms
[2022-03-23 17:54:08 main:574] : INFO : Epoch 2028 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 11510.7 ms
[2022-03-23 17:54:20 main:574] : INFO : Epoch 2029 | loss: 0.0311795 | val_loss: 0.031193 | Time: 11400.5 ms
[2022-03-23 17:54:31 main:574] : INFO : Epoch 2030 | loss: 0.0311792 | val_loss: 0.0311893 | Time: 11241.5 ms
[2022-03-23 17:54:42 main:574] : INFO : Epoch 2031 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 11130.8 ms
[2022-03-23 17:54:53 main:574] : INFO : Epoch 2032 | loss: 0.0311781 | val_loss: 0.031184 | Time: 11279.3 ms
[2022-03-23 17:55:05 main:574] : INFO : Epoch 2033 | loss: 0.0311761 | val_loss: 0.0311861 | Time: 11151.5 ms
[2022-03-23 17:55:16 main:574] : INFO : Epoch 2034 | loss: 0.031177 | val_loss: 0.0311844 | Time: 11171.4 ms
[2022-03-23 17:55:27 main:574] : INFO : Epoch 2035 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 11241.1 ms
[2022-03-23 17:55:38 main:574] : INFO : Epoch 2036 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 11072.2 ms
[2022-03-23 17:55:49 main:574] : INFO : Epoch 2037 | loss: 0.0311767 | val_loss: 0.0311847 | Time: 11242.7 ms
[2022-03-23 17:56:00 main:574] : INFO : Epoch 2038 | loss: 0.0311758 | val_loss: 0.031184 | Time: 11148.8 ms
[2022-03-23 17:56:12 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.0311831 | Time: 11529.7 ms
[2022-03-23 17:56:23 main:574] : INFO : Epoch 2040 | loss: 0.0311776 | val_loss: 0.031183 | Time: 11165.6 ms
[2022-03-23 17:56:35 main:574] : INFO : Epoch 2041 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 11475.1 ms
[2022-03-23 17:56:46 main:574] : INFO : Epoch 2042 | loss: 0.0311752 | val_loss: 0.031182 | Time: 11067.1 ms
[2022-03-23 17:56:57 main:574] : INFO : Epoch 2043 | loss: 0.0311751 | val_loss: 0.031184 | Time: 11432.7 ms
[2022-03-23 17:57:09 main:574] : INFO : Epoch 2044 | loss: 0.0311752 | val_loss: 0.0311841 | Time: 11620.5 ms
[2022-03-23 17:57:20 main:574] : INFO : Epoch 2045 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 11349.7 ms
[2022-03-23 17:57:31 main:574] : INFO : Epoch 2046 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 11208.9 ms
[2022-03-23 17:57:42 main:574] : INFO : Epoch 2047 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 11058.5 ms
[2022-03-23 17:57:54 main:574] : INFO : Epoch 2048 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 11186.1 ms
[2022-03-23 17:57:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821
[2022-03-23 17:57:54 main:603] : INFO : Saving end state to config to file
[2022-03-23 17:57:54 main:608] : INFO : Success, exiting..
17:57:54 (21256): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)