Task 14157798
| Name | ParityModified-1647042133-15795-3-0_0 |
| Workunit | 11221663 |
| Created | 31 Mar 2022, 20:21:43 UTC |
| Sent | 4 Apr 2022, 18:24:25 UTC |
| Report deadline | 12 Apr 2022, 18:24:25 UTC |
| Received | 6 Apr 2022, 15:49:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12503 |
| Run time | 2 hours 5 min 16 sec |
| CPU time | 2 hours 2 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,746.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 06 09:01:03 main:574] : INFO : Epoch 1567 | loss: 0.0311719 | val_loss: 0.031181 | Time: 3599.37 ms [2022-04-06 09:01:07 main:574] : INFO : Epoch 1568 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 3868.66 ms [2022-04-06 09:01:10 main:574] : INFO : Epoch 1569 | loss: 0.031171 | val_loss: 0.03118 | Time: 3528.44 ms [2022-04-06 09:01:14 main:574] : INFO : Epoch 1570 | loss: 0.0311705 | val_loss: 0.031179 | Time: 3481.18 ms [2022-04-06 09:01:17 main:574] : INFO : Epoch 1571 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 3060.29 ms [2022-04-06 09:01:20 main:574] : INFO : Epoch 1572 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 2855.73 ms [2022-04-06 09:01:23 main:574] : INFO : Epoch 1573 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 3518.6 ms [2022-04-06 09:01:27 main:574] : INFO : Epoch 1574 | loss: 0.031175 | val_loss: 0.0311835 | Time: 3711.91 ms [2022-04-06 09:01:30 main:574] : INFO : Epoch 1575 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 3209.47 ms [2022-04-06 09:01:34 main:574] : INFO : Epoch 1576 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 3565.98 ms [2022-04-06 09:01:38 main:574] : INFO : Epoch 1577 | loss: 0.0311791 | val_loss: 0.0311848 | Time: 3723.68 ms [2022-04-06 09:01:42 main:574] : INFO : Epoch 1578 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 4481.14 ms [2022-04-06 09:01:46 main:574] : INFO : Epoch 1579 | loss: 0.031176 | val_loss: 0.0311827 | Time: 3741.73 ms [2022-04-06 09:02:00 main:574] : INFO : Epoch 1580 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 13898.2 ms [2022-04-06 09:02:03 main:574] : INFO : Epoch 1581 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 3393.43 ms [2022-04-06 09:02:06 main:574] : INFO : Epoch 1582 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 3130.93 ms [2022-04-06 09:02:09 main:574] : INFO : Epoch 1583 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2935.82 ms [2022-04-06 09:02:12 main:574] : INFO : Epoch 1584 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 3130.9 ms [2022-04-06 09:02:15 main:574] : INFO : Epoch 1585 | loss: 0.031173 | val_loss: 0.0311783 | Time: 2930.35 ms [2022-04-06 09:02:18 main:574] : INFO : Epoch 1586 | loss: 0.0311812 | val_loss: 0.0311938 | Time: 2972.93 ms [2022-04-06 09:02:21 main:574] : INFO : Epoch 1587 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 2906.93 ms [2022-04-06 09:02:24 main:574] : INFO : Epoch 1588 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 2766.62 ms [2022-04-06 09:02:27 main:574] : INFO : Epoch 1589 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 3134.77 ms [2022-04-06 09:02:31 main:574] : INFO : Epoch 1590 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 3410.4 ms [2022-04-06 09:02:34 main:574] : INFO : Epoch 1591 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 3062.49 ms [2022-04-06 09:02:36 main:574] : INFO : Epoch 1592 | loss: 0.0311709 | val_loss: 0.031178 | Time: 2797.95 ms [2022-04-06 09:02:39 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 2828.79 ms [2022-04-06 09:02:42 main:574] : INFO : Epoch 1594 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 3022.62 ms [2022-04-06 09:02:45 main:574] : INFO : Epoch 1595 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 2574.68 ms [2022-04-06 09:02:48 main:574] : INFO : Epoch 1596 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 2819.67 ms [2022-04-06 09:02:51 main:574] : INFO : Epoch 1597 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 3102.37 ms [2022-04-06 09:02:54 main:574] : INFO : Epoch 1598 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 2885.02 ms [2022-04-06 09:02:57 main:574] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 3082.78 ms [2022-04-06 09:03:00 main:574] : INFO : Epoch 1600 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 3243.65 ms [2022-04-06 09:03:03 main:574] : INFO : Epoch 1601 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 3133.53 ms [2022-04-06 09:03:06 main:574] : INFO : Epoch 1602 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 2921.28 ms [2022-04-06 09:03:09 main:574] : INFO : Epoch 1603 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 3328.24 ms [2022-04-06 09:03:13 main:574] : INFO : Epoch 1604 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 3298.51 ms [2022-04-06 09:03:16 main:574] : INFO : Epoch 1605 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 3158.78 ms [2022-04-06 09:03:19 main:574] : INFO : Epoch 1606 | loss: 0.0311676 | val_loss: 0.0311778 | Time: 3075.62 ms [2022-04-06 09:03:22 main:574] : INFO : Epoch 1607 | loss: 0.0311673 | val_loss: 0.0311788 | Time: 2950.8 ms [2022-04-06 09:03:25 main:574] : INFO : Epoch 1608 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 2840.79 ms [2022-04-06 09:03:28 main:574] : INFO : Epoch 1609 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 3280.34 ms [2022-04-06 09:03:41 main:574] : INFO : Epoch 1610 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 13362.1 ms [2022-04-06 09:03:44 main:574] : INFO : Epoch 1611 | loss: 0.0311702 | val_loss: 0.031176 | Time: 2766.73 ms [2022-04-06 09:03:47 main:574] : INFO : Epoch 1612 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 3190.04 ms [2022-04-06 09:03:51 main:574] : INFO : Epoch 1613 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 3066.46 ms [2022-04-06 09:03:54 main:574] : INFO : Epoch 1614 | loss: 0.0311662 | val_loss: 0.0311771 | Time: 3304.16 ms [2022-04-06 09:03:57 main:574] : INFO : Epoch 1615 | loss: 0.0311683 | val_loss: 0.0311794 | Time: 3487.14 ms [2022-04-06 09:04:00 main:574] : INFO : Epoch 1616 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 3053.92 ms [2022-04-06 09:04:04 main:574] : INFO : Epoch 1617 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 3303.17 ms [2022-04-06 09:04:08 main:574] : INFO : Epoch 1618 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 3773.45 ms [2022-04-06 09:04:11 main:574] : INFO : Epoch 1619 | loss: 0.0311689 | val_loss: 0.031178 | Time: 3305.47 ms [2022-04-06 09:04:14 main:574] : INFO : Epoch 1620 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 3361.07 ms [2022-04-06 09:04:17 main:574] : INFO : Epoch 1621 | loss: 0.0311672 | val_loss: 0.031179 | Time: 3070.72 ms [2022-04-06 09:04:20 main:574] : INFO : Epoch 1622 | loss: 0.031168 | val_loss: 0.0311768 | Time: 2832.02 ms [2022-04-06 09:04:23 main:574] : INFO : Epoch 1623 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 2664.9 ms [2022-04-06 09:04:26 main:574] : INFO : Epoch 1624 | loss: 0.0311704 | val_loss: 0.0311925 | Time: 3322.07 ms [2022-04-06 09:04:29 main:574] : INFO : Epoch 1625 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2994.94 ms [2022-04-06 09:04:32 main:574] : INFO : Epoch 1626 | loss: 0.0311801 | val_loss: 0.031179 | Time: 2969.34 ms [2022-04-06 09:04:35 main:574] : INFO : Epoch 1627 | loss: 0.031182 | val_loss: 0.0311794 | Time: 3141.87 ms [2022-04-06 09:04:39 main:574] : INFO : Epoch 1628 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 3370.87 ms [2022-04-06 09:04:42 main:574] : INFO : Epoch 1629 | loss: 0.0311857 | val_loss: 0.0311976 | Time: 3129.19 ms [2022-04-06 09:04:45 main:574] : INFO : Epoch 1630 | loss: 0.0311815 | val_loss: 0.0311799 | Time: 3229.5 ms [2022-04-06 09:04:48 main:574] : INFO : Epoch 1631 | loss: 0.0311758 | val_loss: 0.031182 | Time: 3044.73 ms [2022-04-06 09:04:51 main:574] : INFO : Epoch 1632 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 2788.46 ms [2022-04-06 09:04:54 main:574] : INFO : Epoch 1633 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 3009.85 ms [2022-04-06 09:04:57 main:574] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 2891.72 ms [2022-04-06 09:05:00 main:574] : INFO : Epoch 1635 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 2981.45 ms [2022-04-06 09:05:04 main:574] : INFO : Epoch 1636 | loss: 0.0311767 | val_loss: 0.0311827 | Time: 3825.32 ms [2022-04-06 09:05:07 main:574] : INFO : Epoch 1637 | loss: 0.0311749 | val_loss: 0.0311761 | Time: 3341.8 ms [2022-04-06 09:05:10 main:574] : INFO : Epoch 1638 | loss: 0.031174 | val_loss: 0.0311758 | Time: 3127.52 ms [2022-04-06 09:05:13 main:574] : INFO : Epoch 1639 | loss: 0.031175 | val_loss: 0.0311789 | Time: 3105.56 ms [2022-04-06 09:05:17 main:574] : INFO : Epoch 1640 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 3330.4 ms [2022-04-06 09:05:20 main:574] : INFO : Epoch 1641 | loss: 0.0311728 | val_loss: 0.031177 | Time: 3466.71 ms [2022-04-06 09:05:23 main:574] : INFO : Epoch 1642 | loss: 0.0311735 | val_loss: 0.0311863 | Time: 3399.66 ms [2022-04-06 09:05:27 main:574] : INFO : Epoch 1643 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 3715.68 ms [2022-04-06 09:05:42 main:574] : INFO : Epoch 1644 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 14830 ms [2022-04-06 09:05:45 main:574] : INFO : Epoch 1645 | loss: 0.031172 | val_loss: 0.0311788 | Time: 3343.74 ms [2022-04-06 09:05:48 main:574] : INFO : Epoch 1646 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 3096.02 ms [2022-04-06 09:05:51 main:574] : INFO : Epoch 1647 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 2797.37 ms [2022-04-06 09:05:54 main:574] : INFO : Epoch 1648 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 2953.45 ms [2022-04-06 09:05:57 main:574] : INFO : Epoch 1649 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 2862.26 ms [2022-04-06 09:06:00 main:574] : INFO : Epoch 1650 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 2793.15 ms [2022-04-06 09:06:03 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311774 | Time: 3308.14 ms [2022-04-06 09:06:06 main:574] : INFO : Epoch 1652 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 3027.01 ms [2022-04-06 09:06:10 main:574] : INFO : Epoch 1653 | loss: 0.0311684 | val_loss: 0.031179 | Time: 3443.78 ms [2022-04-06 09:06:13 main:574] : INFO : Epoch 1654 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 3510.01 ms [2022-04-06 09:06:16 main:574] : INFO : Epoch 1655 | loss: 0.0311714 | val_loss: 0.0311857 | Time: 3178.4 ms [2022-04-06 09:06:19 main:574] : INFO : Epoch 1656 | loss: 0.031174 | val_loss: 0.0311842 | Time: 3038.01 ms [2022-04-06 09:06:23 main:574] : INFO : Epoch 1657 | loss: 0.0311736 | val_loss: 0.0311866 | Time: 3508.62 ms [2022-04-06 09:06:26 main:574] : INFO : Epoch 1658 | loss: 0.031174 | val_loss: 0.0311889 | Time: 3436.7 ms [2022-04-06 09:06:30 main:574] : INFO : Epoch 1659 | loss: 0.031175 | val_loss: 0.0311808 | Time: 3569.12 ms [2022-04-06 09:06:33 main:574] : INFO : Epoch 1660 | loss: 0.0311723 | val_loss: 0.03118 | Time: 3406.94 ms [2022-04-06 09:06:37 main:574] : INFO : Epoch 1661 | loss: 0.0311715 | val_loss: 0.0311813 | Time: 3281.1 ms [2022-04-06 09:06:40 main:574] : INFO : Epoch 1662 | loss: 0.031171 | val_loss: 0.0311792 | Time: 3441.15 ms [2022-04-06 09:06:43 main:574] : INFO : Epoch 1663 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 3288.26 ms [2022-04-06 09:06:47 main:574] : INFO : Epoch 1664 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 3198.11 ms [2022-04-06 09:06:50 main:574] : INFO : Epoch 1665 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 3560.39 ms [2022-04-06 09:06:54 main:574] : INFO : Epoch 1666 | loss: 0.0311694 | val_loss: 0.0311794 | Time: 3477.74 ms [2022-04-06 09:06:57 main:574] : INFO : Epoch 1667 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 3729.46 ms [2022-04-06 09:07:01 main:574] : INFO : Epoch 1668 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 3743.24 ms [2022-04-06 09:07:05 main:574] : INFO : Epoch 1669 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 3541.77 ms [2022-04-06 09:07:08 main:574] : INFO : Epoch 1670 | loss: 0.0311668 | val_loss: 0.0311787 | Time: 3352.25 ms [2022-04-06 09:07:12 main:574] : INFO : Epoch 1671 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 3614.14 ms [2022-04-06 09:07:25 main:574] : INFO : Epoch 1672 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 13127 ms [2022-04-06 09:07:28 main:574] : INFO : Epoch 1673 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 3113.47 ms [2022-04-06 09:07:31 main:574] : INFO : Epoch 1674 | loss: 0.0311753 | val_loss: 0.0311839 | Time: 3093.07 ms [2022-04-06 09:07:34 main:574] : INFO : Epoch 1675 | loss: 0.0311682 | val_loss: 0.0311766 | Time: 3053.86 ms [2022-04-06 09:07:37 main:574] : INFO : Epoch 1676 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 3282.77 ms [2022-04-06 09:07:40 main:574] : INFO : Epoch 1677 | loss: 0.0311661 | val_loss: 0.0311753 | Time: 2988.96 ms [2022-04-06 09:07:44 main:574] : INFO : Epoch 1678 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 3285.26 ms [2022-04-06 09:07:47 main:574] : INFO : Epoch 1679 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 3400.49 ms [2022-04-06 09:07:50 main:574] : INFO : Epoch 1680 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 3309.79 ms [2022-04-06 09:07:54 main:574] : INFO : Epoch 1681 | loss: 0.0311689 | val_loss: 0.0311841 | Time: 3374.54 ms [2022-04-06 09:07:57 main:574] : INFO : Epoch 1682 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 3202.15 ms [2022-04-06 09:08:00 main:574] : INFO : Epoch 1683 | loss: 0.031167 | val_loss: 0.0311808 | Time: 3243.19 ms [2022-04-06 09:08:04 main:574] : INFO : Epoch 1684 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 3460.43 ms [2022-04-06 09:08:07 main:574] : INFO : Epoch 1685 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 3357.22 ms [2022-04-06 09:08:10 main:574] : INFO : Epoch 1686 | loss: 0.031166 | val_loss: 0.031177 | Time: 2938.62 ms [2022-04-06 09:08:13 main:574] : INFO : Epoch 1687 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 3274.18 ms [2022-04-06 09:08:17 main:574] : INFO : Epoch 1688 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 3100.41 ms [2022-04-06 09:08:20 main:574] : INFO : Epoch 1689 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 3333.75 ms [2022-04-06 09:08:23 main:574] : INFO : Epoch 1690 | loss: 0.0311652 | val_loss: 0.0311849 | Time: 3424.1 ms [2022-04-06 09:08:27 main:574] : INFO : Epoch 1691 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 3603.15 ms [2022-04-06 09:08:30 main:574] : INFO : Epoch 1692 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 3346.58 ms [2022-04-06 09:08:34 main:574] : INFO : Epoch 1693 | loss: 0.0311619 | val_loss: 0.0311792 | Time: 3579.03 ms [2022-04-06 09:08:37 main:574] : INFO : Epoch 1694 | loss: 0.0311621 | val_loss: 0.0311738 | Time: 3581.83 ms [2022-04-06 09:08:41 main:574] : INFO : Epoch 1695 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 3471 ms [2022-04-06 09:08:44 main:574] : INFO : Epoch 1696 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 3459.94 ms [2022-04-06 09:08:48 main:574] : INFO : Epoch 1697 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 3415.37 ms [2022-04-06 09:08:51 main:574] : INFO : Epoch 1698 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 3531.2 ms [2022-04-06 09:08:55 main:574] : INFO : Epoch 1699 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 3123.59 ms [2022-04-06 09:08:58 main:574] : INFO : Epoch 1700 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 3274.62 ms [2022-04-06 09:09:01 main:574] : INFO : Epoch 1701 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 3250.55 ms [2022-04-06 09:09:25 main:574] : INFO : Epoch 1702 | loss: 0.0311679 | val_loss: 0.0311762 | Time: 23805.7 ms [2022-04-06 09:09:28 main:574] : INFO : Epoch 1703 | loss: 0.0311672 | val_loss: 0.0311785 | Time: 3369.85 ms [2022-04-06 09:09:31 main:574] : INFO : Epoch 1704 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 3068.29 ms [2022-04-06 09:09:34 main:574] : INFO : Epoch 1705 | loss: 0.0311666 | val_loss: 0.031175 | Time: 3152.45 ms [2022-04-06 09:09:37 main:574] : INFO : Epoch 1706 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 2973.32 ms [2022-04-06 09:09:40 main:574] : INFO : Epoch 1707 | loss: 0.0311679 | val_loss: 0.0311773 | Time: 2665.89 ms [2022-04-06 09:09:43 main:574] : INFO : Epoch 1708 | loss: 0.0311645 | val_loss: 0.0311776 | Time: 2944.03 ms [2022-04-06 09:09:46 main:574] : INFO : Epoch 1709 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 3333.1 ms [2022-04-06 09:09:50 main:574] : INFO : Epoch 1710 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 3469.93 ms [2022-04-06 09:09:53 main:574] : INFO : Epoch 1711 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 3471.05 ms [2022-04-06 09:09:57 main:574] : INFO : Epoch 1712 | loss: 0.0311662 | val_loss: 0.0311821 | Time: 3090.72 ms [2022-04-06 09:10:00 main:574] : INFO : Epoch 1713 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 3500.17 ms [2022-04-06 09:10:04 main:574] : INFO : Epoch 1714 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 3766.51 ms [2022-04-06 09:10:07 main:574] : INFO : Epoch 1715 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 3519.8 ms [2022-04-06 09:10:10 main:574] : INFO : Epoch 1716 | loss: 0.031165 | val_loss: 0.0311738 | Time: 2811.29 ms [2022-04-06 09:10:13 main:574] : INFO : Epoch 1717 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 2831.1 ms [2022-04-06 09:10:16 main:574] : INFO : Epoch 1718 | loss: 0.031163 | val_loss: 0.0311711 | Time: 3456.11 ms [2022-04-06 09:10:19 main:574] : INFO : Epoch 1719 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2911.57 ms [2022-04-06 09:10:23 main:574] : INFO : Epoch 1720 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 3227.7 ms [2022-04-06 09:10:26 main:574] : INFO : Epoch 1721 | loss: 0.0311609 | val_loss: 0.031177 | Time: 3241.85 ms [2022-04-06 09:10:29 main:574] : INFO : Epoch 1722 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 3165.39 ms [2022-04-06 09:10:33 main:574] : INFO : Epoch 1723 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 3495.37 ms [2022-04-06 09:10:36 main:574] : INFO : Epoch 1724 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 3179.6 ms [2022-04-06 09:10:39 main:574] : INFO : Epoch 1725 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2879.71 ms [2022-04-06 09:10:42 main:574] : INFO : Epoch 1726 | loss: 0.0311819 | val_loss: 0.0311811 | Time: 3088.8 ms [2022-04-06 09:10:45 main:574] : INFO : Epoch 1727 | loss: 0.0311798 | val_loss: 0.031184 | Time: 3308.42 ms [2022-04-06 09:10:48 main:574] : INFO : Epoch 1728 | loss: 0.0311852 | val_loss: 0.031186 | Time: 3434.44 ms [2022-04-06 09:10:52 main:574] : INFO : Epoch 1729 | loss: 0.0311856 | val_loss: 0.0311836 | Time: 3180.16 ms [2022-04-06 09:10:55 main:574] : INFO : Epoch 1730 | loss: 0.0311816 | val_loss: 0.031181 | Time: 3080.06 ms [2022-04-06 09:10:58 main:574] : INFO : Epoch 1731 | loss: 0.0311821 | val_loss: 0.0311806 | Time: 3278.96 ms [2022-04-06 09:11:01 main:574] : INFO : Epoch 1732 | loss: 0.0311796 | val_loss: 0.0311765 | Time: 3356.04 ms [2022-04-06 09:11:05 main:574] : INFO : Epoch 1733 | loss: 0.0311771 | val_loss: 0.0311764 | Time: 3637.42 ms [2022-04-06 09:11:08 main:574] : INFO : Epoch 1734 | loss: 0.03118 | val_loss: 0.0311778 | Time: 3239.38 ms [2022-04-06 09:11:12 main:574] : INFO : Epoch 1735 | loss: 0.0311786 | val_loss: 0.0311769 | Time: 3501.52 ms [2022-04-06 09:11:15 main:574] : INFO : Epoch 1736 | loss: 0.0311775 | val_loss: 0.0311784 | Time: 3146.66 ms [2022-04-06 09:11:18 main:574] : INFO : Epoch 1737 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 2819.74 ms [2022-04-06 09:11:21 main:574] : INFO : Epoch 1738 | loss: 0.0311732 | val_loss: 0.0311786 | Time: 3004.41 ms [2022-04-06 09:11:24 main:574] : INFO : Epoch 1739 | loss: 0.031173 | val_loss: 0.0311783 | Time: 3527.03 ms [2022-04-06 09:11:28 main:574] : INFO : Epoch 1740 | loss: 0.0311726 | val_loss: 0.031176 | Time: 3396.58 ms [2022-04-06 09:11:31 main:574] : INFO : Epoch 1741 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 3115.5 ms [2022-04-06 09:11:34 main:574] : INFO : Epoch 1742 | loss: 0.0311757 | val_loss: 0.031175 | Time: 3290.37 ms [2022-04-06 09:11:37 main:574] : INFO : Epoch 1743 | loss: 0.0311745 | val_loss: 0.0311876 | Time: 2982.53 ms [2022-04-06 09:11:40 main:574] : INFO : Epoch 1744 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 3143.64 ms [2022-04-06 09:11:44 main:574] : INFO : Epoch 1745 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 3429.26 ms [2022-04-06 09:11:47 main:574] : INFO : Epoch 1746 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 3113.46 ms [2022-04-06 09:11:50 main:574] : INFO : Epoch 1747 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 2985.45 ms [2022-04-06 09:11:53 main:574] : INFO : Epoch 1748 | loss: 0.0311715 | val_loss: 0.0311807 | Time: 3500.26 ms [2022-04-06 09:11:57 main:574] : INFO : Epoch 1749 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 3271.51 ms [2022-04-06 09:12:00 main:574] : INFO : Epoch 1750 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 3152.66 ms [2022-04-06 09:12:03 main:574] : INFO : Epoch 1751 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 3411.39 ms [2022-04-06 09:12:07 main:574] : INFO : Epoch 1752 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 3828.55 ms [2022-04-06 09:12:10 main:574] : INFO : Epoch 1753 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 3393.03 ms [2022-04-06 09:12:14 main:574] : INFO : Epoch 1754 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 2985.75 ms [2022-04-06 09:12:17 main:574] : INFO : Epoch 1755 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 3469.79 ms [2022-04-06 09:12:20 main:574] : INFO : Epoch 1756 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 3329.84 ms [2022-04-06 09:12:23 main:574] : INFO : Epoch 1757 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 2918.56 ms [2022-04-06 09:12:26 main:574] : INFO : Epoch 1758 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 2993.09 ms [2022-04-06 09:12:30 main:574] : INFO : Epoch 1759 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 3354.66 ms [2022-04-06 09:12:33 main:574] : INFO : Epoch 1760 | loss: 0.0311728 | val_loss: 0.0311751 | Time: 3318.75 ms [2022-04-06 09:12:36 main:574] : INFO : Epoch 1761 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 3496.34 ms [2022-04-06 09:12:40 main:574] : INFO : Epoch 1762 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 3453.73 ms [2022-04-06 09:12:44 main:574] : INFO : Epoch 1763 | loss: 0.031171 | val_loss: 0.0311751 | Time: 3917.22 ms [2022-04-06 09:12:47 main:574] : INFO : Epoch 1764 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 3332.63 ms [2022-04-06 09:12:51 main:574] : INFO : Epoch 1765 | loss: 0.031172 | val_loss: 0.0311733 | Time: 4207.08 ms [2022-04-06 09:12:55 main:574] : INFO : Epoch 1766 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 3324.56 ms [2022-04-06 09:12:59 main:574] : INFO : Epoch 1767 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 3784.6 ms [2022-04-06 09:13:02 main:574] : INFO : Epoch 1768 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 3214.58 ms [2022-04-06 09:13:05 main:574] : INFO : Epoch 1769 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 3403.56 ms [2022-04-06 09:13:09 main:574] : INFO : Epoch 1770 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 3604.7 ms [2022-04-06 09:13:12 main:574] : INFO : Epoch 1771 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 3307.21 ms [2022-04-06 09:13:15 main:574] : INFO : Epoch 1772 | loss: 0.0311711 | val_loss: 0.0311734 | Time: 3406.87 ms [2022-04-06 09:13:19 main:574] : INFO : Epoch 1773 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 3527.64 ms [2022-04-06 09:13:22 main:574] : INFO : Epoch 1774 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 3366.92 ms [2022-04-06 09:13:26 main:574] : INFO : Epoch 1775 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 4040.8 ms [2022-04-06 09:13:30 main:574] : INFO : Epoch 1776 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 3846.84 ms [2022-04-06 09:13:34 main:574] : INFO : Epoch 1777 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 3354.21 ms [2022-04-06 09:13:37 main:574] : INFO : Epoch 1778 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 3618.68 ms [2022-04-06 09:13:41 main:574] : INFO : Epoch 1779 | loss: 0.0311684 | val_loss: 0.031173 | Time: 3711.09 ms [2022-04-06 09:13:45 main:574] : INFO : Epoch 1780 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 3605.18 ms [2022-04-06 09:13:48 main:574] : INFO : Epoch 1781 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 3478.23 ms [2022-04-06 09:13:52 main:574] : INFO : Epoch 1782 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 3583.33 ms [2022-04-06 09:13:56 main:574] : INFO : Epoch 1783 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 3822.72 ms [2022-04-06 09:13:59 main:574] : INFO : Epoch 1784 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 3612.92 ms [2022-04-06 09:14:03 main:574] : INFO : Epoch 1785 | loss: 0.0311647 | val_loss: 0.0311748 | Time: 3735.12 ms [2022-04-06 09:14:06 main:574] : INFO : Epoch 1786 | loss: 0.0311795 | val_loss: 0.031196 | Time: 3477.35 ms [2022-04-06 09:14:10 main:574] : INFO : Epoch 1787 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 3597.8 ms [2022-04-06 09:14:14 main:574] : INFO : Epoch 1788 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 3517.52 ms [2022-04-06 09:14:17 main:574] : INFO : Epoch 1789 | loss: 0.031173 | val_loss: 0.0311787 | Time: 3395.91 ms [2022-04-06 09:14:20 main:574] : INFO : Epoch 1790 | loss: 0.0311698 | val_loss: 0.03118 | Time: 3065.84 ms [2022-04-06 09:14:23 main:574] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 3081.6 ms [2022-04-06 09:14:26 main:574] : INFO : Epoch 1792 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 3091.44 ms [2022-04-06 09:14:30 main:574] : INFO : Epoch 1793 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 3311.28 ms [2022-04-06 09:14:33 main:574] : INFO : Epoch 1794 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 3433.43 ms [2022-04-06 09:14:36 main:574] : INFO : Epoch 1795 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 3224.03 ms [2022-04-06 09:14:40 main:574] : INFO : Epoch 1796 | loss: 0.031173 | val_loss: 0.0311863 | Time: 3352.19 ms [2022-04-06 09:14:43 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.031181 | Time: 2953 ms [2022-04-06 09:14:46 main:574] : INFO : Epoch 1798 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 3217.21 ms [2022-04-06 09:14:49 main:574] : INFO : Epoch 1799 | loss: 0.031169 | val_loss: 0.0311755 | Time: 3409.97 ms [2022-04-06 09:14:52 main:574] : INFO : Epoch 1800 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 3134.95 ms [2022-04-06 09:14:55 main:574] : INFO : Epoch 1801 | loss: 0.0311654 | val_loss: 0.0311772 | Time: 2692.06 ms [2022-04-06 09:14:58 main:574] : INFO : Epoch 1802 | loss: 0.0311651 | val_loss: 0.0311773 | Time: 3032.81 ms [2022-04-06 09:15:01 main:574] : INFO : Epoch 1803 | loss: 0.0311647 | val_loss: 0.031177 | Time: 3286.46 ms [2022-04-06 09:15:05 main:574] : INFO : Epoch 1804 | loss: 0.0311658 | val_loss: 0.0311789 | Time: 4003.44 ms [2022-04-06 09:15:09 main:574] : INFO : Epoch 1805 | loss: 0.0311682 | val_loss: 0.0311851 | Time: 3323.71 ms [2022-04-06 09:15:12 main:574] : INFO : Epoch 1806 | loss: 0.031166 | val_loss: 0.0311785 | Time: 2932.27 ms [2022-04-06 09:15:15 main:574] : INFO : Epoch 1807 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 2980.88 ms [2022-04-06 09:15:18 main:574] : INFO : Epoch 1808 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 3290.32 ms [2022-04-06 09:15:21 main:574] : INFO : Epoch 1809 | loss: 0.0311656 | val_loss: 0.0311816 | Time: 3335 ms [2022-04-06 09:15:24 main:574] : INFO : Epoch 1810 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 2752.35 ms [2022-04-06 09:15:27 main:574] : INFO : Epoch 1811 | loss: 0.0311631 | val_loss: 0.0311786 | Time: 3098.71 ms [2022-04-06 09:15:30 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 3040.25 ms [2022-04-06 09:15:33 main:574] : INFO : Epoch 1813 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 3176.17 ms [2022-04-06 09:15:37 main:574] : INFO : Epoch 1814 | loss: 0.031168 | val_loss: 0.0311772 | Time: 3610.13 ms [2022-04-06 09:15:40 main:574] : INFO : Epoch 1815 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 3136.2 ms [2022-04-06 09:15:43 main:574] : INFO : Epoch 1816 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 2799.64 ms [2022-04-06 09:15:46 main:574] : INFO : Epoch 1817 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 3393.42 ms [2022-04-06 09:15:50 main:574] : INFO : Epoch 1818 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 3248.44 ms [2022-04-06 09:15:53 main:574] : INFO : Epoch 1819 | loss: 0.0311661 | val_loss: 0.031175 | Time: 2999.35 ms [2022-04-06 09:15:56 main:574] : INFO : Epoch 1820 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 3230.73 ms [2022-04-06 09:15:59 main:574] : INFO : Epoch 1821 | loss: 0.031167 | val_loss: 0.0311749 | Time: 3375.43 ms [2022-04-06 09:16:02 main:574] : INFO : Epoch 1822 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 3026.57 ms [2022-04-06 09:16:06 main:574] : INFO : Epoch 1823 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 3363.84 ms [2022-04-06 09:16:09 main:574] : INFO : Epoch 1824 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 3374.07 ms [2022-04-06 09:16:12 main:574] : INFO : Epoch 1825 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 2871.88 ms [2022-04-06 09:16:15 main:574] : INFO : Epoch 1826 | loss: 0.0311661 | val_loss: 0.0311801 | Time: 3310.79 ms [2022-04-06 09:16:19 main:574] : INFO : Epoch 1827 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 3237.31 ms [2022-04-06 09:16:22 main:574] : INFO : Epoch 1828 | loss: 0.0311653 | val_loss: 0.031175 | Time: 3344.5 ms [2022-04-06 09:16:25 main:574] : INFO : Epoch 1829 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 3311.22 ms [2022-04-06 09:16:29 main:574] : INFO : Epoch 1830 | loss: 0.0311624 | val_loss: 0.0311793 | Time: 3280.65 ms [2022-04-06 09:16:32 main:574] : INFO : Epoch 1831 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 3311.27 ms [2022-04-06 09:16:35 main:574] : INFO : Epoch 1832 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 2950.73 ms [2022-04-06 09:16:38 main:574] : INFO : Epoch 1833 | loss: 0.0311616 | val_loss: 0.0311765 | Time: 3251.38 ms [2022-04-06 09:16:42 main:574] : INFO : Epoch 1834 | loss: 0.0311637 | val_loss: 0.0311745 | Time: 3462.45 ms [2022-04-06 09:16:45 main:574] : INFO : Epoch 1835 | loss: 0.031163 | val_loss: 0.0311793 | Time: 3186.74 ms [2022-04-06 09:16:48 main:574] : INFO : Epoch 1836 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 2983.08 ms [2022-04-06 09:16:51 main:574] : INFO : Epoch 1837 | loss: 0.0311662 | val_loss: 0.0311738 | Time: 3372.12 ms [2022-04-06 09:16:54 main:574] : INFO : Epoch 1838 | loss: 0.0311636 | val_loss: 0.0311778 | Time: 3281.94 ms [2022-04-06 09:16:58 main:574] : INFO : Epoch 1839 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 3233.5 ms [2022-04-06 09:17:01 main:574] : INFO : Epoch 1840 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 3435.32 ms [2022-04-06 09:17:04 main:574] : INFO : Epoch 1841 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 3109.12 ms [2022-04-06 09:17:08 main:574] : INFO : Epoch 1842 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 3407.91 ms [2022-04-06 09:17:11 main:574] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 3184.86 ms [2022-04-06 09:17:14 main:574] : INFO : Epoch 1844 | loss: 0.0311617 | val_loss: 0.0311764 | Time: 3399.09 ms [2022-04-06 09:17:18 main:574] : INFO : Epoch 1845 | loss: 0.0311616 | val_loss: 0.0311758 | Time: 3392.16 ms [2022-04-06 09:17:21 main:574] : INFO : Epoch 1846 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 3099.69 ms [2022-04-06 09:17:24 main:574] : INFO : Epoch 1847 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 3099.7 ms [2022-04-06 09:17:27 main:574] : INFO : Epoch 1848 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 3357.38 ms [2022-04-06 09:17:31 main:574] : INFO : Epoch 1849 | loss: 0.0311629 | val_loss: 0.031177 | Time: 3597.51 ms [2022-04-06 09:17:35 main:574] : INFO : Epoch 1850 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 3912.06 ms [2022-04-06 09:17:38 main:574] : INFO : Epoch 1851 | loss: 0.0311613 | val_loss: 0.0311782 | Time: 3582.97 ms [2022-04-06 09:17:42 main:574] : INFO : Epoch 1852 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 3412.69 ms [2022-04-06 09:17:46 main:574] : INFO : Epoch 1853 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 4373.05 ms [2022-04-06 09:17:54 main:574] : INFO : Epoch 1854 | loss: 0.0311668 | val_loss: 0.0311795 | Time: 7311.74 ms [2022-04-06 09:17:59 main:574] : INFO : Epoch 1855 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 5109.13 ms [2022-04-06 09:18:12 main:574] : INFO : Epoch 1856 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 13699.5 ms [2022-04-06 09:18:15 main:574] : INFO : Epoch 1857 | loss: 0.031163 | val_loss: 0.0311802 | Time: 2978.67 ms [2022-04-06 09:18:18 main:574] : INFO : Epoch 1858 | loss: 0.0311634 | val_loss: 0.031174 | Time: 2833.01 ms [2022-04-06 09:18:21 main:574] : INFO : Epoch 1859 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 2976.52 ms [2022-04-06 09:18:25 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 3376.02 ms [2022-04-06 09:18:27 main:574] : INFO : Epoch 1861 | loss: 0.0311641 | val_loss: 0.0311779 | Time: 2852.28 ms [2022-04-06 09:18:30 main:574] : INFO : Epoch 1862 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 2887.06 ms [2022-04-06 09:18:33 main:574] : INFO : Epoch 1863 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 3111.56 ms [2022-04-06 09:18:36 main:574] : INFO : Epoch 1864 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 3017.36 ms [2022-04-06 09:18:39 main:574] : INFO : Epoch 1865 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 2789.58 ms [2022-04-06 09:18:42 main:574] : INFO : Epoch 1866 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 2928.28 ms [2022-04-06 09:18:45 main:574] : INFO : Epoch 1867 | loss: 0.0311641 | val_loss: 0.031171 | Time: 2766.34 ms [2022-04-06 09:18:48 main:574] : INFO : Epoch 1868 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 2783.18 ms [2022-04-06 09:18:50 main:574] : INFO : Epoch 1869 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 2687.07 ms [2022-04-06 09:18:53 main:574] : INFO : Epoch 1870 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 2843.23 ms [2022-04-06 09:18:56 main:574] : INFO : Epoch 1871 | loss: 0.0311638 | val_loss: 0.0311785 | Time: 2866.9 ms [2022-04-06 09:18:59 main:574] : INFO : Epoch 1872 | loss: 0.031162 | val_loss: 0.0311767 | Time: 2578.08 ms [2022-04-06 09:19:02 main:574] : INFO : Epoch 1873 | loss: 0.0311615 | val_loss: 0.0311786 | Time: 3008.17 ms [2022-04-06 09:19:05 main:574] : INFO : Epoch 1874 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 2857.1 ms [2022-04-06 09:19:07 main:574] : INFO : Epoch 1875 | loss: 0.0311627 | val_loss: 0.0311814 | Time: 2688.8 ms [2022-04-06 09:19:10 main:574] : INFO : Epoch 1876 | loss: 0.0311672 | val_loss: 0.0311801 | Time: 2834.45 ms [2022-04-06 09:19:13 main:574] : INFO : Epoch 1877 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 2765.84 ms [2022-04-06 09:19:16 main:574] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311789 | Time: 2659.97 ms [2022-04-06 09:19:19 main:574] : INFO : Epoch 1879 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 2919.35 ms [2022-04-06 09:19:21 main:574] : INFO : Epoch 1880 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 2640.84 ms [2022-04-06 09:19:24 main:574] : INFO : Epoch 1881 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 2771.3 ms [2022-04-06 09:19:27 main:574] : INFO : Epoch 1882 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 3039.58 ms [2022-04-06 09:19:30 main:574] : INFO : Epoch 1883 | loss: 0.0311629 | val_loss: 0.031177 | Time: 2734.56 ms [2022-04-06 09:19:33 main:574] : INFO : Epoch 1884 | loss: 0.0311729 | val_loss: 0.031175 | Time: 2833.33 ms [2022-04-06 09:19:35 main:574] : INFO : Epoch 1885 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 2631.06 ms [2022-04-06 09:19:38 main:574] : INFO : Epoch 1886 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 2940.32 ms [2022-04-06 09:19:41 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.03118 | Time: 2851.97 ms [2022-04-06 09:19:44 main:574] : INFO : Epoch 1888 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 2869.66 ms [2022-04-06 09:19:47 main:574] : INFO : Epoch 1889 | loss: 0.0311631 | val_loss: 0.0311754 | Time: 2957.49 ms [2022-04-06 09:19:50 main:574] : INFO : Epoch 1890 | loss: 0.0311616 | val_loss: 0.0311733 | Time: 2780.71 ms [2022-04-06 09:19:53 main:574] : INFO : Epoch 1891 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 2994.09 ms [2022-04-06 09:19:56 main:574] : INFO : Epoch 1892 | loss: 0.0311604 | val_loss: 0.0311742 | Time: 2918.53 ms [2022-04-06 09:19:58 main:574] : INFO : Epoch 1893 | loss: 0.0311611 | val_loss: 0.0311744 | Time: 2720.18 ms [2022-04-06 09:20:02 main:574] : INFO : Epoch 1894 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 3191.46 ms [2022-04-06 09:20:05 main:574] : INFO : Epoch 1895 | loss: 0.0311664 | val_loss: 0.0311856 | Time: 3552.88 ms [2022-04-06 09:20:08 main:574] : INFO : Epoch 1896 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 2977.8 ms [2022-04-06 09:20:11 main:574] : INFO : Epoch 1897 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 2623.55 ms [2022-04-06 09:20:14 main:574] : INFO : Epoch 1898 | loss: 0.0311586 | val_loss: 0.0311747 | Time: 2957.7 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro T1000) [2022-04-06 10:25:19 main:435] : INFO : Set logging level to 1 [2022-04-06 10:25:19 main:441] : INFO : Running in BOINC Client mode [2022-04-06 10:25:19 main:444] : INFO : Resolving all filenames [2022-04-06 10:25:19 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-06 10:25:19 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-06 10:25:19 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-06 10:25:19 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-06 10:25:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-06 10:25:19 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-06 10:25:19 main:474] : INFO : Configuration: [2022-04-06 10:25:19 main:475] : INFO : Model type: GRU [2022-04-06 10:25:19 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-06 10:25:19 main:477] : INFO : Max Epochs: 2048 [2022-04-06 10:25:19 main:478] : INFO : Batch Size: 128 [2022-04-06 10:25:19 main:479] : INFO : Learning Rate: 0.01 [2022-04-06 10:25:19 main:480] : INFO : Patience: 10 [2022-04-06 10:25:19 main:481] : INFO : Hidden Width: 12 [2022-04-06 10:25:19 main:482] : INFO : # Recurrent Layers: 4 [2022-04-06 10:25:19 main:483] : INFO : # Backend Layers: 4 [2022-04-06 10:25:19 main:484] : INFO : # Threads: 1 [2022-04-06 10:25:19 main:486] : INFO : Preparing Dataset [2022-04-06 10:25:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-06 10:25:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-06 10:25:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-06 10:25:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-06 10:25:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-06 10:25:24 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-06 10:25:24 main:494] : INFO : Creating Model [2022-04-06 10:25:24 main:507] : INFO : Preparing config file [2022-04-06 10:25:24 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-06 10:25:24 main:512] : INFO : Loading config [2022-04-06 10:25:24 main:514] : INFO : Loading state [2022-04-06 10:25:27 main:559] : INFO : Loading DataLoader into Memory [2022-04-06 10:25:27 main:562] : INFO : Starting Training [2022-04-06 10:25:31 main:574] : INFO : Epoch 1899 | loss: 0.0312097 | val_loss: 0.0311846 | Time: 4360.06 ms [2022-04-06 10:25:34 main:574] : INFO : Epoch 1900 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 3316.29 ms [2022-04-06 10:25:37 main:574] : INFO : Epoch 1901 | loss: 0.0311632 | val_loss: 0.0311765 | Time: 2782.01 ms [2022-04-06 10:25:40 main:574] : INFO : Epoch 1902 | loss: 0.0311615 | val_loss: 0.0311796 | Time: 2751.15 ms [2022-04-06 10:25:43 main:574] : INFO : Epoch 1903 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 3072.65 ms [2022-04-06 10:25:46 main:574] : INFO : Epoch 1904 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 2982.21 ms [2022-04-06 10:25:49 main:574] : INFO : Epoch 1905 | loss: 0.0311598 | val_loss: 0.031174 | Time: 2946.46 ms [2022-04-06 10:25:52 main:574] : INFO : Epoch 1906 | loss: 0.031161 | val_loss: 0.0311772 | Time: 3517.7 ms [2022-04-06 10:25:55 main:574] : INFO : Epoch 1907 | loss: 0.0311595 | val_loss: 0.0311738 | Time: 3042.22 ms [2022-04-06 10:25:58 main:574] : INFO : Epoch 1908 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 2993.9 ms [2022-04-06 10:26:02 main:574] : INFO : Epoch 1909 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 3295.96 ms [2022-04-06 10:26:05 main:574] : INFO : Epoch 1910 | loss: 0.0311589 | val_loss: 0.0311736 | Time: 2934.13 ms [2022-04-06 10:26:08 main:574] : INFO : Epoch 1911 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 3015.67 ms [2022-04-06 10:26:11 main:574] : INFO : Epoch 1912 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 3408.35 ms [2022-04-06 10:26:15 main:574] : INFO : Epoch 1913 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 3664.68 ms [2022-04-06 10:26:18 main:574] : INFO : Epoch 1914 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 3669.33 ms [2022-04-06 10:26:22 main:574] : INFO : Epoch 1915 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 3197.38 ms [2022-04-06 10:26:25 main:574] : INFO : Epoch 1916 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 2860.34 ms [2022-04-06 10:26:28 main:574] : INFO : Epoch 1917 | loss: 0.0311633 | val_loss: 0.031175 | Time: 3272.37 ms [2022-04-06 10:26:31 main:574] : INFO : Epoch 1918 | loss: 0.0311615 | val_loss: 0.031174 | Time: 3341.38 ms [2022-04-06 10:26:34 main:574] : INFO : Epoch 1919 | loss: 0.0311596 | val_loss: 0.0311756 | Time: 3305.83 ms [2022-04-06 10:26:37 main:574] : INFO : Epoch 1920 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 2964.28 ms [2022-04-06 10:26:41 main:574] : INFO : Epoch 1921 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 3128.64 ms [2022-04-06 10:26:44 main:574] : INFO : Epoch 1922 | loss: 0.0311596 | val_loss: 0.0311747 | Time: 3250.92 ms [2022-04-06 10:26:47 main:574] : INFO : Epoch 1923 | loss: 0.0311597 | val_loss: 0.0311754 | Time: 3188.44 ms [2022-04-06 10:26:50 main:574] : INFO : Epoch 1924 | loss: 0.0311603 | val_loss: 0.0311749 | Time: 3423.75 ms [2022-04-06 10:26:54 main:574] : INFO : Epoch 1925 | loss: 0.0311588 | val_loss: 0.0311757 | Time: 3694.88 ms [2022-04-06 10:26:58 main:574] : INFO : Epoch 1926 | loss: 0.0311595 | val_loss: 0.0311737 | Time: 3334.77 ms [2022-04-06 10:27:01 main:574] : INFO : Epoch 1927 | loss: 0.0311602 | val_loss: 0.0311718 | Time: 3635.5 ms [2022-04-06 10:27:04 main:574] : INFO : Epoch 1928 | loss: 0.0311605 | val_loss: 0.0311743 | Time: 3265.46 ms [2022-04-06 10:27:08 main:574] : INFO : Epoch 1929 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 3129.65 ms [2022-04-06 10:27:11 main:574] : INFO : Epoch 1930 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 3402.94 ms [2022-04-06 10:27:14 main:574] : INFO : Epoch 1931 | loss: 0.0311631 | val_loss: 0.0311797 | Time: 3099.04 ms [2022-04-06 10:27:17 main:574] : INFO : Epoch 1932 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 3321.87 ms [2022-04-06 10:27:20 main:574] : INFO : Epoch 1933 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 2960.85 ms [2022-04-06 10:27:24 main:574] : INFO : Epoch 1934 | loss: 0.0311596 | val_loss: 0.031171 | Time: 3084.07 ms [2022-04-06 10:27:27 main:574] : INFO : Epoch 1935 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 3521.71 ms [2022-04-06 10:27:31 main:574] : INFO : Epoch 1936 | loss: 0.031158 | val_loss: 0.0311714 | Time: 3577.41 ms [2022-04-06 10:27:34 main:574] : INFO : Epoch 1937 | loss: 0.0311642 | val_loss: 0.0311776 | Time: 3120.26 ms [2022-04-06 10:27:37 main:574] : INFO : Epoch 1938 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 3481.31 ms [2022-04-06 10:27:40 main:574] : INFO : Epoch 1939 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 3080.67 ms [2022-04-06 10:27:43 main:574] : INFO : Epoch 1940 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 3087.3 ms [2022-04-06 10:27:47 main:574] : INFO : Epoch 1941 | loss: 0.0311652 | val_loss: 0.031172 | Time: 3912.04 ms [2022-04-06 10:27:51 main:574] : INFO : Epoch 1942 | loss: 0.0311615 | val_loss: 0.0311747 | Time: 3627.15 ms [2022-04-06 10:27:55 main:574] : INFO : Epoch 1943 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 3557.68 ms [2022-04-06 10:27:58 main:574] : INFO : Epoch 1944 | loss: 0.0311593 | val_loss: 0.0311739 | Time: 3821.16 ms [2022-04-06 10:28:12 main:574] : INFO : Epoch 1945 | loss: 0.0311595 | val_loss: 0.031174 | Time: 13189.3 ms [2022-04-06 10:28:15 main:574] : INFO : Epoch 1946 | loss: 0.0311611 | val_loss: 0.0311723 | Time: 2953.98 ms [2022-04-06 10:28:17 main:574] : INFO : Epoch 1947 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 2658.56 ms [2022-04-06 10:28:20 main:574] : INFO : Epoch 1948 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 2851.87 ms [2022-04-06 10:28:24 main:574] : INFO : Epoch 1949 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 3547.6 ms [2022-04-06 10:28:28 main:574] : INFO : Epoch 1950 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 4435.7 ms [2022-04-06 10:28:31 main:574] : INFO : Epoch 1951 | loss: 0.0311639 | val_loss: 0.0311733 | Time: 3192.85 ms [2022-04-06 10:28:35 main:574] : INFO : Epoch 1952 | loss: 0.0311629 | val_loss: 0.03118 | Time: 3551.06 ms [2022-04-06 10:28:38 main:574] : INFO : Epoch 1953 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 3141.82 ms [2022-04-06 10:28:41 main:574] : INFO : Epoch 1954 | loss: 0.0311607 | val_loss: 0.0311746 | Time: 3458.64 ms [2022-04-06 10:28:45 main:574] : INFO : Epoch 1955 | loss: 0.0311601 | val_loss: 0.0311718 | Time: 3568.62 ms [2022-04-06 10:28:48 main:574] : INFO : Epoch 1956 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 3329.73 ms [2022-04-06 10:28:52 main:574] : INFO : Epoch 1957 | loss: 0.0311601 | val_loss: 0.0311794 | Time: 3140.45 ms [2022-04-06 10:28:55 main:574] : INFO : Epoch 1958 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 3414.79 ms [2022-04-06 10:28:58 main:574] : INFO : Epoch 1959 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 3474.52 ms [2022-04-06 10:29:02 main:574] : INFO : Epoch 1960 | loss: 0.0311593 | val_loss: 0.0311748 | Time: 3552.91 ms [2022-04-06 10:29:06 main:574] : INFO : Epoch 1961 | loss: 0.0311659 | val_loss: 0.0311817 | Time: 4000.7 ms [2022-04-06 10:29:09 main:574] : INFO : Epoch 1962 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 3376.73 ms [2022-04-06 10:29:13 main:574] : INFO : Epoch 1963 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 3446.71 ms [2022-04-06 10:29:16 main:574] : INFO : Epoch 1964 | loss: 0.0311664 | val_loss: 0.031175 | Time: 3473.97 ms [2022-04-06 10:29:20 main:574] : INFO : Epoch 1965 | loss: 0.0311662 | val_loss: 0.0311733 | Time: 3348.74 ms [2022-04-06 10:29:23 main:574] : INFO : Epoch 1966 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 3427.65 ms [2022-04-06 10:29:27 main:574] : INFO : Epoch 1967 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 3555.24 ms [2022-04-06 10:29:31 main:574] : INFO : Epoch 1968 | loss: 0.0311631 | val_loss: 0.031175 | Time: 3966.99 ms [2022-04-06 10:29:34 main:574] : INFO : Epoch 1969 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 3607.99 ms [2022-04-06 10:29:38 main:574] : INFO : Epoch 1970 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 3615.46 ms [2022-04-06 10:29:42 main:574] : INFO : Epoch 1971 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 3585.07 ms [2022-04-06 10:29:45 main:574] : INFO : Epoch 1972 | loss: 0.031166 | val_loss: 0.0311791 | Time: 3339.52 ms [2022-04-06 10:29:48 main:574] : INFO : Epoch 1973 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 3044.96 ms [2022-04-06 10:29:51 main:574] : INFO : Epoch 1974 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 3216.11 ms [2022-04-06 10:29:55 main:574] : INFO : Epoch 1975 | loss: 0.031167 | val_loss: 0.0311754 | Time: 3351.36 ms [2022-04-06 10:29:58 main:574] : INFO : Epoch 1976 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 3839.94 ms [2022-04-06 10:30:02 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 3994.7 ms [2022-04-06 10:30:07 main:574] : INFO : Epoch 1978 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 4197.5 ms [2022-04-06 10:30:11 main:574] : INFO : Epoch 1979 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 3961.98 ms [2022-04-06 10:30:15 main:574] : INFO : Epoch 1980 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 3946.54 ms [2022-04-06 10:30:18 main:574] : INFO : Epoch 1981 | loss: 0.0311665 | val_loss: 0.0311779 | Time: 3753.38 ms [2022-04-06 10:30:22 main:574] : INFO : Epoch 1982 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 3602.02 ms [2022-04-06 10:30:25 main:574] : INFO : Epoch 1983 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 3235.77 ms [2022-04-06 10:30:29 main:574] : INFO : Epoch 1984 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 3445.04 ms [2022-04-06 10:30:32 main:574] : INFO : Epoch 1985 | loss: 0.031162 | val_loss: 0.0311703 | Time: 3233.85 ms [2022-04-06 10:30:35 main:574] : INFO : Epoch 1986 | loss: 0.0311599 | val_loss: 0.0311721 | Time: 3190.57 ms [2022-04-06 10:30:38 main:574] : INFO : Epoch 1987 | loss: 0.0311589 | val_loss: 0.0311725 | Time: 3334.71 ms [2022-04-06 10:30:42 main:574] : INFO : Epoch 1988 | loss: 0.031159 | val_loss: 0.0311732 | Time: 3168.19 ms [2022-04-06 10:30:45 main:574] : INFO : Epoch 1989 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 2979.92 ms [2022-04-06 10:30:48 main:574] : INFO : Epoch 1990 | loss: 0.0311591 | val_loss: 0.0311716 | Time: 3163.07 ms [2022-04-06 10:30:51 main:574] : INFO : Epoch 1991 | loss: 0.0311571 | val_loss: 0.0311706 | Time: 3127.9 ms [2022-04-06 10:30:54 main:574] : INFO : Epoch 1992 | loss: 0.0311589 | val_loss: 0.031173 | Time: 3246.56 ms [2022-04-06 10:30:57 main:574] : INFO : Epoch 1993 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 3128.47 ms [2022-04-06 10:31:00 main:574] : INFO : Epoch 1994 | loss: 0.031159 | val_loss: 0.0311769 | Time: 2824.7 ms [2022-04-06 10:31:03 main:574] : INFO : Epoch 1995 | loss: 0.03116 | val_loss: 0.0311738 | Time: 2700.22 ms [2022-04-06 10:31:06 main:574] : INFO : Epoch 1996 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 3269.22 ms [2022-04-06 10:31:09 main:574] : INFO : Epoch 1997 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 2958.87 ms [2022-04-06 10:31:12 main:574] : INFO : Epoch 1998 | loss: 0.0311578 | val_loss: 0.0311754 | Time: 3177.1 ms [2022-04-06 10:31:16 main:574] : INFO : Epoch 1999 | loss: 0.0311599 | val_loss: 0.0311746 | Time: 3641.17 ms [2022-04-06 10:31:19 main:574] : INFO : Epoch 2000 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2844.01 ms [2022-04-06 10:31:22 main:574] : INFO : Epoch 2001 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 3012.61 ms [2022-04-06 10:31:25 main:574] : INFO : Epoch 2002 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 3562.24 ms [2022-04-06 10:31:29 main:574] : INFO : Epoch 2003 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 3313.11 ms [2022-04-06 10:31:34 main:574] : INFO : Epoch 2004 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 4961.59 ms [2022-04-06 10:31:37 main:574] : INFO : Epoch 2005 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 3293.76 ms [2022-04-06 10:31:40 main:574] : INFO : Epoch 2006 | loss: 0.031162 | val_loss: 0.0311736 | Time: 3016.58 ms [2022-04-06 10:31:43 main:574] : INFO : Epoch 2007 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 3377.79 ms [2022-04-06 10:31:47 main:574] : INFO : Epoch 2008 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 3410.16 ms [2022-04-06 10:31:50 main:574] : INFO : Epoch 2009 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2872.31 ms [2022-04-06 10:31:53 main:574] : INFO : Epoch 2010 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 3179.89 ms [2022-04-06 10:31:56 main:574] : INFO : Epoch 2011 | loss: 0.0311584 | val_loss: 0.031172 | Time: 3053.98 ms [2022-04-06 10:31:59 main:574] : INFO : Epoch 2012 | loss: 0.0311588 | val_loss: 0.0311779 | Time: 2985.09 ms [2022-04-06 10:32:02 main:574] : INFO : Epoch 2013 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 3117.58 ms [2022-04-06 10:32:05 main:574] : INFO : Epoch 2014 | loss: 0.03116 | val_loss: 0.0311701 | Time: 2993.63 ms [2022-04-06 10:32:08 main:574] : INFO : Epoch 2015 | loss: 0.031158 | val_loss: 0.0311718 | Time: 2915.9 ms [2022-04-06 10:32:11 main:574] : INFO : Epoch 2016 | loss: 0.0311586 | val_loss: 0.0311709 | Time: 2823.42 ms [2022-04-06 10:32:14 main:574] : INFO : Epoch 2017 | loss: 0.031157 | val_loss: 0.0311718 | Time: 3281.08 ms [2022-04-06 10:32:17 main:574] : INFO : Epoch 2018 | loss: 0.0311575 | val_loss: 0.0311724 | Time: 2674.38 ms [2022-04-06 10:32:20 main:574] : INFO : Epoch 2019 | loss: 0.0311576 | val_loss: 0.0311759 | Time: 3007.54 ms [2022-04-06 10:32:23 main:574] : INFO : Epoch 2020 | loss: 0.0311562 | val_loss: 0.0311703 | Time: 3080.39 ms [2022-04-06 10:32:26 main:574] : INFO : Epoch 2021 | loss: 0.0311567 | val_loss: 0.0311711 | Time: 2907.18 ms [2022-04-06 10:32:29 main:574] : INFO : Epoch 2022 | loss: 0.0311573 | val_loss: 0.0311696 | Time: 2799.62 ms [2022-04-06 10:32:32 main:574] : INFO : Epoch 2023 | loss: 0.0311543 | val_loss: 0.0311733 | Time: 3069.54 ms [2022-04-06 10:32:35 main:574] : INFO : Epoch 2024 | loss: 0.0311548 | val_loss: 0.0311711 | Time: 2961.5 ms [2022-04-06 10:32:38 main:574] : INFO : Epoch 2025 | loss: 0.0311563 | val_loss: 0.031172 | Time: 3060.68 ms [2022-04-06 10:32:41 main:574] : INFO : Epoch 2026 | loss: 0.0311567 | val_loss: 0.031171 | Time: 3154.83 ms [2022-04-06 10:32:44 main:574] : INFO : Epoch 2027 | loss: 0.0311577 | val_loss: 0.0311718 | Time: 3154.5 ms [2022-04-06 10:32:47 main:574] : INFO : Epoch 2028 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 3056.32 ms [2022-04-06 10:32:51 main:574] : INFO : Epoch 2029 | loss: 0.0311599 | val_loss: 0.0311752 | Time: 3709.73 ms [2022-04-06 10:32:54 main:574] : INFO : Epoch 2030 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 3653.57 ms [2022-04-06 10:32:58 main:574] : INFO : Epoch 2031 | loss: 0.0311595 | val_loss: 0.0311729 | Time: 3148.72 ms [2022-04-06 10:33:01 main:574] : INFO : Epoch 2032 | loss: 0.0311628 | val_loss: 0.031173 | Time: 3421.01 ms [2022-04-06 10:33:04 main:574] : INFO : Epoch 2033 | loss: 0.0311609 | val_loss: 0.0311724 | Time: 2994.26 ms [2022-04-06 10:33:07 main:574] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 3201.57 ms [2022-04-06 10:33:11 main:574] : INFO : Epoch 2035 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 3555.48 ms [2022-04-06 10:33:14 main:574] : INFO : Epoch 2036 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 3210.12 ms [2022-04-06 10:33:17 main:574] : INFO : Epoch 2037 | loss: 0.03116 | val_loss: 0.0311739 | Time: 3183.78 ms [2022-04-06 10:33:20 main:574] : INFO : Epoch 2038 | loss: 0.031161 | val_loss: 0.0311725 | Time: 3235.37 ms [2022-04-06 10:33:24 main:574] : INFO : Epoch 2039 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 3111.18 ms [2022-04-06 10:33:27 main:574] : INFO : Epoch 2040 | loss: 0.0311607 | val_loss: 0.031175 | Time: 3310.78 ms [2022-04-06 10:33:30 main:574] : INFO : Epoch 2041 | loss: 0.0311588 | val_loss: 0.0311726 | Time: 3168.19 ms [2022-04-06 10:33:33 main:574] : INFO : Epoch 2042 | loss: 0.0311601 | val_loss: 0.0311813 | Time: 2856.06 ms [2022-04-06 10:33:37 main:574] : INFO : Epoch 2043 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 3592.25 ms [2022-04-06 10:33:40 main:574] : INFO : Epoch 2044 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 3253.4 ms [2022-04-06 10:33:44 main:574] : INFO : Epoch 2045 | loss: 0.0311592 | val_loss: 0.031176 | Time: 3661.74 ms [2022-04-06 10:33:57 main:574] : INFO : Epoch 2046 | loss: 0.0311618 | val_loss: 0.0311733 | Time: 13507.4 ms [2022-04-06 10:34:00 main:574] : INFO : Epoch 2047 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 3410.61 ms [2022-04-06 10:34:04 main:574] : INFO : Epoch 2048 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 3403.44 ms [2022-04-06 10:34:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311726 [2022-04-06 10:34:04 main:603] : INFO : Saving end state to config to file [2022-04-06 10:34:04 main:608] : INFO : Success, exiting.. 10:34:04 (15668): 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)